From ef7bbe657d8038ef1a19b8e884135733948e66a0 Mon Sep 17 00:00:00 2001
From: miguel5612 <miguelangelcu@ufps.edu.co>
Date: Wed, 3 Jul 2019 20:58:10 -0500
Subject: [PATCH] Added MQ-7

---
 .../MQ7_Regression-checkpoint.ipynb           | 2395 +++++++++++
 Experiments/MQ6_Regression.ipynb              | 1238 +++---
 Experiments/MQ7.eps                           | 3567 +++++++++++++++++
 Experiments/MQ7.png                           |  Bin 0 -> 159271 bytes
 Experiments/MQ7.svg                           | 2029 ++++++++++
 Experiments/MQ7_Regression.ipynb              | 2395 +++++++++++
 6 files changed, 10927 insertions(+), 697 deletions(-)
 create mode 100644 Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb
 create mode 100644 Experiments/MQ7.eps
 create mode 100644 Experiments/MQ7.png
 create mode 100644 Experiments/MQ7.svg
 create mode 100644 Experiments/MQ7_Regression.ipynb

diff --git a/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb b/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb
new file mode 100644
index 0000000..814fe1a
--- /dev/null
+++ b/Experiments/.ipynb_checkpoints/MQ7_Regression-checkpoint.ipynb
@@ -0,0 +1,2395 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n",
+      "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n",
+      "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
+      "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n",
+      "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n",
+      "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n",
+      "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
+      "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n",
+      "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n",
+      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n",
+      "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n",
+      "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
+      "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n",
+      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n",
+      "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n",
+      "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n",
+      "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install pandas\n",
+    "!pip install xlrd\n",
+    "!pip install sklearn\n",
+    "!pip install imblearn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import xlrd\n",
+    "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n",
+    "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n",
+    "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n",
+    "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n",
+    "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n",
+    "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n",
+    "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n",
+    "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n",
+    "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n",
+    "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n",
+    "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n",
+    "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n",
+    "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.01 \t  \t  \t  \t  \t \n",
+      "0.02 \t  \t  \t  \t  \t \n",
+      "0.03 \t  \t  \t  \t  \t \n",
+      "0.04 \t  \t  \t  \t  \t \n",
+      "0.05 \t  \t 4000.0 \t  \t  \t \n",
+      "0.06 \t  \t  \t  \t  \t \n",
+      "0.07 \t  \t  \t  \t  \t \n",
+      "0.08 \t  \t  \t  \t  \t \n",
+      "0.09 \t  \t  \t  \t 3000.0 \t \n",
+      "0.1 \t  \t  \t  \t  \t \n",
+      "0.2 \t  \t  \t  \t  \t \n",
+      "0.3 \t  \t 400.0 \t  \t  \t \n",
+      "0.4 \t  \t  \t  \t 400.0 \t \n",
+      "0.5 \t  \t  \t  \t  \t \n",
+      "0.6 \t  \t  \t  \t  \t \n",
+      "0.7 \t  \t  \t  \t  \t \n",
+      "0.8 \t  \t 100.0 \t  \t  \t \n",
+      "0.9 \t  \t  \t  \t  \t \n",
+      "1.0 \t  \t  \t  \t 100.0 \t \n"
+     ]
+    }
+   ],
+   "source": [
+    "for row_index in range(1,20): #reading first columns\n",
+    "    RsR0, CO, H2, LPG, CH4, Alcohol = sheetMQ7.row_values(row_index, start_colx=0, end_colx=6)\n",
+    "    print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x_MQ7 = sheetMQ7.col_values(0)[2:]\n",
+    "MQ7_CO = sheetMQ7.col_values(1)[2:]\n",
+    "MQ7_H2 = sheetMQ7.col_values(2)[2:]\n",
+    "MQ7_LPG = sheetMQ7.col_values(3)[2:]\n",
+    "MQ7_CH4 = sheetMQ7.col_values(4)[2:]\n",
+    "MQ7_Alcohol = sheetMQ7.col_values(5)[2:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def zero_to_nan(values):\n",
+    "    \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n",
+    "    return [float('nan') if x==0 else x for x in values]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "MQ7_H2 =zero_to_nan(MQ7_H2)\n",
+    "MQ7_LPG =zero_to_nan(MQ7_LPG)\n",
+    "MQ7_CH4 =zero_to_nan(MQ7_CH4)\n",
+    "MQ7_CO =zero_to_nan(MQ7_CO)\n",
+    "MQ7_Alcohol =zero_to_nan(MQ7_Alcohol)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "from sklearn.datasets import load_iris\n",
+    "#from sklearn.cross_validation import train_test_split\n",
+    "from sklearn.tree import DecisionTreeClassifier\n",
+    "from sklearn import datasets\n",
+    "from sklearn import linear_model\n",
+    "\n",
+    "dataH2 = {'RsRo': x_MQ7, 'H2': MQ7_H2}\n",
+    "dataLPG = {'RsRo': x_MQ7, 'LPG': MQ7_LPG}\n",
+    "dataCH4 = {'RsRo': x_MQ7, 'CH4': MQ7_CH4}\n",
+    "dataCO = {'RsRo': x_MQ7, 'CO': MQ7_CO}\n",
+    "dataALcohol = {'RsRo': x_MQ7, 'Alcohol': MQ7_Alcohol}\n",
+    "\n",
+    "dfMQ7_H2 = pd.DataFrame(dataH2)\n",
+    "dfMQ7_LPG = pd.DataFrame(dataLPG)\n",
+    "dfMQ7_CH4 = pd.DataFrame(dataCH4)\n",
+    "dfMQ7_CO = pd.DataFrame(dataCO)\n",
+    "dfMQ7_Alcohol = pd.DataFrame(dataALcohol)\n",
+    "\n",
+    "dfMQ7_H2['H2'] = pd.to_numeric(dfMQ7_H2['H2'])\n",
+    "dfMQ7_LPG['LPG'] = pd.to_numeric(dfMQ7_LPG['LPG'])\n",
+    "dfMQ7_CH4['CH4'] = pd.to_numeric(dfMQ7_CH4['CH4'])\n",
+    "dfMQ7_CO['CO'] = pd.to_numeric(dfMQ7_CO['CO'])\n",
+    "dfMQ7_Alcohol['Alcohol'] = pd.to_numeric(dfMQ7_Alcohol['Alcohol'])\n",
+    "\n",
+    "dfMQ7_H2['H2'] = dfMQ7_H2['H2'].replace('',None, regex=True)\n",
+    "dfMQ7_LPG['LPG'] = dfMQ7_LPG['LPG'].replace('',None, regex=True)\n",
+    "dfMQ7_CH4['CH4'] = dfMQ7_CH4['CH4'].replace('',None, regex=True)\n",
+    "dfMQ7_CO['CO'] = dfMQ7_CO['CO'].replace('',None, regex=True)\n",
+    "dfMQ7_Alcohol['Alcohol'] = dfMQ7_Alcohol['Alcohol'].replace('',None, regex=True)\n",
+    "\n",
+    "#Global X_Predict variable\n",
+    "X_Predict = dfMQ7_LPG.RsRo.apply(lambda x: [x]).tolist()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train H2\n",
+    "dataset2TrainH2 = dfMQ7_H2.copy()\n",
+    "dataset2TrainH2.dropna(inplace=True)\n",
+    "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainH2 = dataset2TrainH2['H2'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainH2, y_trainH2)\n",
+    "#Predict\n",
+    "H2_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_H2 = H2_Predicted\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train LPG\n",
+    "dataset2TrainLPG = dfMQ7_LPG.copy()\n",
+    "dataset2TrainLPG.dropna(inplace=True)\n",
+    "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainLPG, y_trainLPG)\n",
+    "#Predict\n",
+    "LPG_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_LPG = LPG_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train CH4\n",
+    "dataset2TrainCH4 = dfMQ7_CH4.copy()\n",
+    "dataset2TrainCH4.dropna(inplace=True)\n",
+    "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainCH4, y_trainCH4)\n",
+    "#Predict\n",
+    "CH4_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_CH4 = CH4_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train CO\n",
+    "dataset2TrainCO = dfMQ7_CO.copy()\n",
+    "dataset2TrainCO.dropna(inplace=True)\n",
+    "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainCO = dataset2TrainCO['CO'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainCO, y_trainCO)\n",
+    "#Predict\n",
+    "CO_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_CO = CO_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train Alcohol\n",
+    "dataset2TrainAlcohol = dfMQ7_Alcohol.copy()\n",
+    "dataset2TrainAlcohol.dropna(inplace=True)\n",
+    "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainAlcohol, y_trainAlcohol)\n",
+    "#Predict\n",
+    "Alcohol_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_Alcohol = Alcohol_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"383.33625pt\" version=\"1.1\" viewBox=\"0 0 564.278125 383.33625\" width=\"564.278125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">\r\n",
+       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
+       "  </style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 383.33625 \r\n",
+       "L 564.278125 383.33625 \r\n",
+       "L 564.278125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 553.578125 345.78 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "L 51.378125 46.8 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m7fe185b262\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"173.664443\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- $\\mathdefault{10^{2}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(164.864443 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"355.762117\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- $\\mathdefault{10^{3}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(346.962117 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"537.859791\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- $\\mathdefault{10^{4}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(529.059791 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 78.44944 345.78 \r\n",
+       "L 78.44944 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 2 \r\n",
+       "\" id=\"m773c0b3dcd\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"78.44944\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 101.200493 345.78 \r\n",
+       "L 101.200493 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"101.200493\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 118.847581 345.78 \r\n",
+       "L 118.847581 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"118.847581\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 133.266302 345.78 \r\n",
+       "L 133.266302 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"133.266302\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 145.457156 345.78 \r\n",
+       "L 145.457156 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"145.457156\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_9\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 156.017355 345.78 \r\n",
+       "L 156.017355 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"156.017355\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_10\">\r\n",
+       "     <g id=\"line2d_16\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 165.33211 345.78 \r\n",
+       "L 165.33211 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_17\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"165.33211\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_11\">\r\n",
+       "     <g id=\"line2d_18\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 228.481305 345.78 \r\n",
+       "L 228.481305 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_19\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"228.481305\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_12\">\r\n",
+       "     <g id=\"line2d_20\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 260.547113 345.78 \r\n",
+       "L 260.547113 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_21\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"260.547113\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_13\">\r\n",
+       "     <g id=\"line2d_22\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 283.298167 345.78 \r\n",
+       "L 283.298167 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_23\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"283.298167\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_14\">\r\n",
+       "     <g id=\"line2d_24\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 300.945255 345.78 \r\n",
+       "L 300.945255 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_25\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"300.945255\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_15\">\r\n",
+       "     <g id=\"line2d_26\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 315.363975 345.78 \r\n",
+       "L 315.363975 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_27\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"315.363975\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_16\">\r\n",
+       "     <g id=\"line2d_28\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 327.55483 345.78 \r\n",
+       "L 327.55483 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_29\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"327.55483\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_17\">\r\n",
+       "     <g id=\"line2d_30\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 338.115029 345.78 \r\n",
+       "L 338.115029 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_31\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"338.115029\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_18\">\r\n",
+       "     <g id=\"line2d_32\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 347.429784 345.78 \r\n",
+       "L 347.429784 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_33\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"347.429784\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_19\">\r\n",
+       "     <g id=\"line2d_34\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 410.578979 345.78 \r\n",
+       "L 410.578979 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_35\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"410.578979\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_20\">\r\n",
+       "     <g id=\"line2d_36\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 442.644787 345.78 \r\n",
+       "L 442.644787 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_37\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"442.644787\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_21\">\r\n",
+       "     <g id=\"line2d_38\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 465.395841 345.78 \r\n",
+       "L 465.395841 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_39\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"465.395841\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_22\">\r\n",
+       "     <g id=\"line2d_40\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 483.042929 345.78 \r\n",
+       "L 483.042929 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_41\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"483.042929\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_23\">\r\n",
+       "     <g id=\"line2d_42\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 497.461649 345.78 \r\n",
+       "L 497.461649 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_43\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"497.461649\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_24\">\r\n",
+       "     <g id=\"line2d_44\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 509.652504 345.78 \r\n",
+       "L 509.652504 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_45\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"509.652504\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_25\">\r\n",
+       "     <g id=\"line2d_46\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 520.212703 345.78 \r\n",
+       "L 520.212703 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_47\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"520.212703\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_26\">\r\n",
+       "     <g id=\"line2d_48\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 529.527458 345.78 \r\n",
+       "L 529.527458 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_49\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"529.527458\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_4\">\r\n",
+       "     <!-- PPM Concentration -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 19.671875 64.796875 \r\n",
+       "L 19.671875 37.40625 \r\n",
+       "L 32.078125 37.40625 \r\n",
+       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
+       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
+       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
+       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
+       "z\r\n",
+       "M 9.8125 72.90625 \r\n",
+       "L 32.078125 72.90625 \r\n",
+       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
+       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
+       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
+       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
+       "L 19.671875 29.296875 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-80\"/>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 24.515625 72.90625 \r\n",
+       "L 43.109375 23.296875 \r\n",
+       "L 61.8125 72.90625 \r\n",
+       "L 76.515625 72.90625 \r\n",
+       "L 76.515625 0 \r\n",
+       "L 66.890625 0 \r\n",
+       "L 66.890625 64.015625 \r\n",
+       "L 48.09375 14.015625 \r\n",
+       "L 38.1875 14.015625 \r\n",
+       "L 19.390625 64.015625 \r\n",
+       "L 19.390625 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-77\"/>\r\n",
+       "      <path id=\"DejaVuSans-32\"/>\r\n",
+       "      <path d=\"M 64.40625 67.28125 \r\n",
+       "L 64.40625 56.890625 \r\n",
+       "Q 59.421875 61.53125 53.78125 63.8125 \r\n",
+       "Q 48.140625 66.109375 41.796875 66.109375 \r\n",
+       "Q 29.296875 66.109375 22.65625 58.46875 \r\n",
+       "Q 16.015625 50.828125 16.015625 36.375 \r\n",
+       "Q 16.015625 21.96875 22.65625 14.328125 \r\n",
+       "Q 29.296875 6.6875 41.796875 6.6875 \r\n",
+       "Q 48.140625 6.6875 53.78125 8.984375 \r\n",
+       "Q 59.421875 11.28125 64.40625 15.921875 \r\n",
+       "L 64.40625 5.609375 \r\n",
+       "Q 59.234375 2.09375 53.4375 0.328125 \r\n",
+       "Q 47.65625 -1.421875 41.21875 -1.421875 \r\n",
+       "Q 24.65625 -1.421875 15.125 8.703125 \r\n",
+       "Q 5.609375 18.84375 5.609375 36.375 \r\n",
+       "Q 5.609375 53.953125 15.125 64.078125 \r\n",
+       "Q 24.65625 74.21875 41.21875 74.21875 \r\n",
+       "Q 47.75 74.21875 53.53125 72.484375 \r\n",
+       "Q 59.328125 70.75 64.40625 67.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-67\"/>\r\n",
+       "      <path d=\"M 30.609375 48.390625 \r\n",
+       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
+       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
+       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
+       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
+       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
+       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
+       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
+       "z\r\n",
+       "M 30.609375 56 \r\n",
+       "Q 42.328125 56 49.015625 48.375 \r\n",
+       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
+       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
+       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
+       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
+       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
+       "Q 18.84375 56 30.609375 56 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-111\"/>\r\n",
+       "      <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "      <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "      <path d=\"M 18.3125 70.21875 \r\n",
+       "L 18.3125 54.6875 \r\n",
+       "L 36.8125 54.6875 \r\n",
+       "L 36.8125 47.703125 \r\n",
+       "L 18.3125 47.703125 \r\n",
+       "L 18.3125 18.015625 \r\n",
+       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
+       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
+       "L 36.8125 7.515625 \r\n",
+       "L 36.8125 0 \r\n",
+       "L 27.59375 0 \r\n",
+       "Q 17.1875 0 13.234375 3.875 \r\n",
+       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
+       "L 9.28125 47.703125 \r\n",
+       "L 2.6875 47.703125 \r\n",
+       "L 2.6875 54.6875 \r\n",
+       "L 9.28125 54.6875 \r\n",
+       "L 9.28125 70.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-116\"/>\r\n",
+       "      <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "      <path d=\"M 34.28125 27.484375 \r\n",
+       "Q 23.390625 27.484375 19.1875 25 \r\n",
+       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
+       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
+       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
+       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
+       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
+       "L 43.21875 27.484375 \r\n",
+       "z\r\n",
+       "M 52.203125 31.203125 \r\n",
+       "L 52.203125 0 \r\n",
+       "L 43.21875 0 \r\n",
+       "L 43.21875 8.296875 \r\n",
+       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
+       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
+       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
+       "Q 6 8.015625 6 15.921875 \r\n",
+       "Q 6 25.140625 12.171875 29.828125 \r\n",
+       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
+       "L 43.21875 34.515625 \r\n",
+       "L 43.21875 35.40625 \r\n",
+       "Q 43.21875 41.609375 39.140625 45 \r\n",
+       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
+       "Q 23 48.390625 18.546875 47.265625 \r\n",
+       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
+       "L 10.015625 52.203125 \r\n",
+       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
+       "Q 24.21875 56 28.609375 56 \r\n",
+       "Q 40.484375 56 46.34375 49.84375 \r\n",
+       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-97\"/>\r\n",
+       "      <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(255.174219 374.056562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"60.302734\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"120.605469\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
+       "      <use x=\"206.884766\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"238.671875\" xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"308.496094\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"369.677734\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"433.056641\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"488.037109\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"549.560547\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"612.939453\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"652.148438\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"693.261719\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"754.541016\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"793.75\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"821.533203\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"882.714844\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_50\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m71b8b4fdfa\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"280.829744\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- $\\mathdefault{10^{-1}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(20.878125 284.628963)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_51\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"207.349829\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 211.149048)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_52\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"133.869915\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- $\\mathdefault{10^{1}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 137.669133)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_53\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"60.39\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- $\\mathdefault{10^{2}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 64.189219)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_54\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 332.19 \r\n",
+       "L 553.578125 332.19 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_55\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -2 0 \r\n",
+       "\" id=\"m1a71cfbfa0\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"332.19\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_56\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 319.250829 \r\n",
+       "L 553.578125 319.250829 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_57\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"319.250829\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_58\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 310.070342 \r\n",
+       "L 553.578125 310.070342 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_59\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"310.070342\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_8\">\r\n",
+       "     <g id=\"line2d_60\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 302.949402 \r\n",
+       "L 553.578125 302.949402 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_61\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"302.949402\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_9\">\r\n",
+       "     <g id=\"line2d_62\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 297.131171 \r\n",
+       "L 553.578125 297.131171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_63\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"297.131171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_10\">\r\n",
+       "     <g id=\"line2d_64\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 292.211927 \r\n",
+       "L 553.578125 292.211927 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_65\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"292.211927\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_11\">\r\n",
+       "     <g id=\"line2d_66\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 287.950683 \r\n",
+       "L 553.578125 287.950683 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_67\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"287.950683\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_12\">\r\n",
+       "     <g id=\"line2d_68\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 284.192 \r\n",
+       "L 553.578125 284.192 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_69\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"284.192\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_13\">\r\n",
+       "     <g id=\"line2d_70\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 258.710085 \r\n",
+       "L 553.578125 258.710085 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_71\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"258.710085\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_14\">\r\n",
+       "     <g id=\"line2d_72\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 245.770915 \r\n",
+       "L 553.578125 245.770915 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_73\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"245.770915\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_15\">\r\n",
+       "     <g id=\"line2d_74\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 236.590427 \r\n",
+       "L 553.578125 236.590427 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_75\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"236.590427\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_16\">\r\n",
+       "     <g id=\"line2d_76\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 229.469488 \r\n",
+       "L 553.578125 229.469488 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_77\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"229.469488\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_17\">\r\n",
+       "     <g id=\"line2d_78\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 223.651256 \r\n",
+       "L 553.578125 223.651256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_79\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"223.651256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_18\">\r\n",
+       "     <g id=\"line2d_80\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 218.732012 \r\n",
+       "L 553.578125 218.732012 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_81\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"218.732012\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_19\">\r\n",
+       "     <g id=\"line2d_82\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 214.470769 \r\n",
+       "L 553.578125 214.470769 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_83\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"214.470769\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_20\">\r\n",
+       "     <g id=\"line2d_84\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 210.712086 \r\n",
+       "L 553.578125 210.712086 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_85\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"210.712086\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_21\">\r\n",
+       "     <g id=\"line2d_86\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 185.230171 \r\n",
+       "L 553.578125 185.230171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_87\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"185.230171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_22\">\r\n",
+       "     <g id=\"line2d_88\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 172.291 \r\n",
+       "L 553.578125 172.291 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_89\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"172.291\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_23\">\r\n",
+       "     <g id=\"line2d_90\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 163.110512 \r\n",
+       "L 553.578125 163.110512 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_91\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"163.110512\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_24\">\r\n",
+       "     <g id=\"line2d_92\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 155.989573 \r\n",
+       "L 553.578125 155.989573 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_93\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"155.989573\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_25\">\r\n",
+       "     <g id=\"line2d_94\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 150.171342 \r\n",
+       "L 553.578125 150.171342 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_95\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"150.171342\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_26\">\r\n",
+       "     <g id=\"line2d_96\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 145.252097 \r\n",
+       "L 553.578125 145.252097 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_97\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"145.252097\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_27\">\r\n",
+       "     <g id=\"line2d_98\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 140.990854 \r\n",
+       "L 553.578125 140.990854 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_99\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"140.990854\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_28\">\r\n",
+       "     <g id=\"line2d_100\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 137.232171 \r\n",
+       "L 553.578125 137.232171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_101\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"137.232171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_29\">\r\n",
+       "     <g id=\"line2d_102\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 111.750256 \r\n",
+       "L 553.578125 111.750256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_103\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"111.750256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_30\">\r\n",
+       "     <g id=\"line2d_104\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 98.811086 \r\n",
+       "L 553.578125 98.811086 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_105\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"98.811086\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_31\">\r\n",
+       "     <g id=\"line2d_106\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 89.630598 \r\n",
+       "L 553.578125 89.630598 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_107\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"89.630598\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_32\">\r\n",
+       "     <g id=\"line2d_108\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 82.509658 \r\n",
+       "L 553.578125 82.509658 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_109\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"82.509658\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_33\">\r\n",
+       "     <g id=\"line2d_110\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 76.691427 \r\n",
+       "L 553.578125 76.691427 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_111\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"76.691427\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_34\">\r\n",
+       "     <g id=\"line2d_112\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 71.772183 \r\n",
+       "L 553.578125 71.772183 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_113\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"71.772183\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_35\">\r\n",
+       "     <g id=\"line2d_114\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 67.510939 \r\n",
+       "L 553.578125 67.510939 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_115\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"67.510939\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_36\">\r\n",
+       "     <g id=\"line2d_116\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 63.752256 \r\n",
+       "L 553.578125 63.752256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_117\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"63.752256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_9\">\r\n",
+       "     <!-- Rs/Ro -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 44.390625 34.1875 \r\n",
+       "Q 47.5625 33.109375 50.5625 29.59375 \r\n",
+       "Q 53.5625 26.078125 56.59375 19.921875 \r\n",
+       "L 66.609375 0 \r\n",
+       "L 56 0 \r\n",
+       "L 46.6875 18.703125 \r\n",
+       "Q 43.0625 26.03125 39.671875 28.421875 \r\n",
+       "Q 36.28125 30.8125 30.421875 30.8125 \r\n",
+       "L 19.671875 30.8125 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "L 9.8125 72.90625 \r\n",
+       "L 32.078125 72.90625 \r\n",
+       "Q 44.578125 72.90625 50.734375 67.671875 \r\n",
+       "Q 56.890625 62.453125 56.890625 51.90625 \r\n",
+       "Q 56.890625 45.015625 53.6875 40.46875 \r\n",
+       "Q 50.484375 35.9375 44.390625 34.1875 \r\n",
+       "z\r\n",
+       "M 19.671875 64.796875 \r\n",
+       "L 19.671875 38.921875 \r\n",
+       "L 32.078125 38.921875 \r\n",
+       "Q 39.203125 38.921875 42.84375 42.21875 \r\n",
+       "Q 46.484375 45.515625 46.484375 51.90625 \r\n",
+       "Q 46.484375 58.296875 42.84375 61.546875 \r\n",
+       "Q 39.203125 64.796875 32.078125 64.796875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-82\"/>\r\n",
+       "      <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "      <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(14.798437 210.58375)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-82\"/>\r\n",
+       "      <use x=\"69.482422\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "      <use x=\"121.582031\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"155.273438\" xlink:href=\"#DejaVuSans-82\"/>\r\n",
+       "      <use x=\"224.693359\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_118\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 446.508273 332.19 \r\n",
+       "L 445.359772 319.250829 \r\n",
+       "L 444.194346 310.070342 \r\n",
+       "L 443.011488 302.949402 \r\n",
+       "L 441.810669 297.131171 \r\n",
+       "L 440.591336 292.211927 \r\n",
+       "L 439.352908 287.950683 \r\n",
+       "L 438.094777 284.192 \r\n",
+       "L 436.816307 280.829744 \r\n",
+       "L 422.747299 258.710085 \r\n",
+       "L 405.621898 245.770915 \r\n",
+       "L 383.732746 236.590427 \r\n",
+       "L 353.363063 229.469488 \r\n",
+       "L 303.426661 223.651256 \r\n",
+       "L 135.545409 218.732012 \r\n",
+       "L -1 218.728822 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m8544ff4102\" style=\"stroke:#1f77b4;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"446.508273\" xlink:href=\"#m8544ff4102\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"445.359772\" xlink:href=\"#m8544ff4102\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"444.194346\" xlink:href=\"#m8544ff4102\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"443.011488\" xlink:href=\"#m8544ff4102\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"441.810669\" xlink:href=\"#m8544ff4102\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"440.591336\" xlink:href=\"#m8544ff4102\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"439.352908\" xlink:href=\"#m8544ff4102\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"438.094777\" xlink:href=\"#m8544ff4102\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"436.816307\" xlink:href=\"#m8544ff4102\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"422.747299\" xlink:href=\"#m8544ff4102\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"405.621898\" xlink:href=\"#m8544ff4102\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"383.732746\" xlink:href=\"#m8544ff4102\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"353.363063\" xlink:href=\"#m8544ff4102\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"303.426661\" xlink:href=\"#m8544ff4102\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.545409\" xlink:href=\"#m8544ff4102\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#m8544ff4102\" y=\"218.728822\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_119\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 530.750852 332.19 \r\n",
+       "L 530.648819 319.250829 \r\n",
+       "L 530.546655 310.070342 \r\n",
+       "L 530.444358 302.949402 \r\n",
+       "L 530.341928 297.131171 \r\n",
+       "L 530.239366 292.211927 \r\n",
+       "L 530.136671 287.950683 \r\n",
+       "L 530.033842 284.192 \r\n",
+       "L 529.930879 280.829744 \r\n",
+       "L 528.893811 258.710085 \r\n",
+       "L 527.842962 245.770915 \r\n",
+       "L 526.777961 236.590427 \r\n",
+       "L 525.698422 229.469488 \r\n",
+       "L 524.603943 223.651256 \r\n",
+       "L 523.494104 218.732012 \r\n",
+       "L 522.368468 214.470769 \r\n",
+       "L 521.226578 210.712086 \r\n",
+       "L 520.067959 207.349829 \r\n",
+       "L 507.439845 185.230171 \r\n",
+       "L 492.404869 172.291 \r\n",
+       "L 473.824301 163.110512 \r\n",
+       "L 449.492535 155.989573 \r\n",
+       "L 414.167239 150.171342 \r\n",
+       "L 348.678934 145.252097 \r\n",
+       "L -1 145.243939 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"mddac94382c\" style=\"stroke:#ff7f0e;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.750852\" xlink:href=\"#mddac94382c\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.648819\" xlink:href=\"#mddac94382c\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.546655\" xlink:href=\"#mddac94382c\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.444358\" xlink:href=\"#mddac94382c\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.341928\" xlink:href=\"#mddac94382c\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.239366\" xlink:href=\"#mddac94382c\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.136671\" xlink:href=\"#mddac94382c\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.033842\" xlink:href=\"#mddac94382c\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"529.930879\" xlink:href=\"#mddac94382c\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"528.893811\" xlink:href=\"#mddac94382c\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"527.842962\" xlink:href=\"#mddac94382c\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"526.777961\" xlink:href=\"#mddac94382c\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"525.698422\" xlink:href=\"#mddac94382c\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"524.603943\" xlink:href=\"#mddac94382c\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"523.494104\" xlink:href=\"#mddac94382c\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"522.368468\" xlink:href=\"#mddac94382c\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"521.226578\" xlink:href=\"#mddac94382c\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"520.067959\" xlink:href=\"#mddac94382c\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"507.439845\" xlink:href=\"#mddac94382c\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"492.404869\" xlink:href=\"#mddac94382c\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"473.824301\" xlink:href=\"#mddac94382c\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"449.492535\" xlink:href=\"#mddac94382c\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"414.167239\" xlink:href=\"#mddac94382c\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"348.678934\" xlink:href=\"#mddac94382c\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#mddac94382c\" y=\"145.243939\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_120\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 512.149987 332.19 \r\n",
+       "L 512.11067 319.250829 \r\n",
+       "L 512.071333 310.070342 \r\n",
+       "L 512.031977 302.949402 \r\n",
+       "L 511.992601 297.131171 \r\n",
+       "L 511.953205 292.211927 \r\n",
+       "L 511.91379 287.950683 \r\n",
+       "L 511.874355 284.192 \r\n",
+       "L 511.8349 280.829744 \r\n",
+       "L 511.439267 258.710085 \r\n",
+       "L 511.041645 245.770915 \r\n",
+       "L 510.642014 236.590427 \r\n",
+       "L 510.240353 229.469488 \r\n",
+       "L 509.836642 223.651256 \r\n",
+       "L 509.430859 218.732012 \r\n",
+       "L 509.022984 214.470769 \r\n",
+       "L 508.612994 210.712086 \r\n",
+       "L 508.200867 207.349829 \r\n",
+       "L 503.956983 185.230171 \r\n",
+       "L 499.472381 172.291 \r\n",
+       "L 494.718102 163.110512 \r\n",
+       "L 489.659627 155.989573 \r\n",
+       "L 484.25535 150.171342 \r\n",
+       "L 478.454502 145.252097 \r\n",
+       "L 472.194238 140.990854 \r\n",
+       "L 465.395481 137.232171 \r\n",
+       "L 457.956799 133.869915 \r\n",
+       "L 118.876333 111.750256 \r\n",
+       "L -1 111.741753 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"mc5ec7d1f9d\" style=\"stroke:#2ca02c;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.149987\" xlink:href=\"#mc5ec7d1f9d\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.11067\" xlink:href=\"#mc5ec7d1f9d\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.071333\" xlink:href=\"#mc5ec7d1f9d\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.031977\" xlink:href=\"#mc5ec7d1f9d\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.992601\" xlink:href=\"#mc5ec7d1f9d\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.953205\" xlink:href=\"#mc5ec7d1f9d\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.91379\" xlink:href=\"#mc5ec7d1f9d\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.874355\" xlink:href=\"#mc5ec7d1f9d\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.8349\" xlink:href=\"#mc5ec7d1f9d\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.439267\" xlink:href=\"#mc5ec7d1f9d\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.041645\" xlink:href=\"#mc5ec7d1f9d\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"510.642014\" xlink:href=\"#mc5ec7d1f9d\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"510.240353\" xlink:href=\"#mc5ec7d1f9d\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.836642\" xlink:href=\"#mc5ec7d1f9d\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.430859\" xlink:href=\"#mc5ec7d1f9d\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.022984\" xlink:href=\"#mc5ec7d1f9d\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.612994\" xlink:href=\"#mc5ec7d1f9d\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.200867\" xlink:href=\"#mc5ec7d1f9d\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"503.956983\" xlink:href=\"#mc5ec7d1f9d\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"499.472381\" xlink:href=\"#mc5ec7d1f9d\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"494.718102\" xlink:href=\"#mc5ec7d1f9d\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"489.659627\" xlink:href=\"#mc5ec7d1f9d\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"484.25535\" xlink:href=\"#mc5ec7d1f9d\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"478.454502\" xlink:href=\"#mc5ec7d1f9d\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"472.194238\" xlink:href=\"#mc5ec7d1f9d\" y=\"140.990854\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"465.395481\" xlink:href=\"#mc5ec7d1f9d\" y=\"137.232171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"457.956799\" xlink:href=\"#mc5ec7d1f9d\" y=\"133.869915\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"118.876333\" xlink:href=\"#mc5ec7d1f9d\" y=\"111.750256\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#mc5ec7d1f9d\" y=\"111.741753\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_121\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 428.600118 332.19 \r\n",
+       "L 427.70658 319.250829 \r\n",
+       "L 426.80283 310.070342 \r\n",
+       "L 425.888633 302.949402 \r\n",
+       "L 424.963745 297.131171 \r\n",
+       "L 424.027912 292.211927 \r\n",
+       "L 423.080871 287.950683 \r\n",
+       "L 422.122353 284.192 \r\n",
+       "L 421.152074 280.829744 \r\n",
+       "L 410.732262 258.710085 \r\n",
+       "L 398.728204 245.770915 \r\n",
+       "L 384.570258 236.590427 \r\n",
+       "L 367.312728 229.469488 \r\n",
+       "L 345.206704 223.651256 \r\n",
+       "L 314.415381 218.732012 \r\n",
+       "L 263.30319 214.470769 \r\n",
+       "L 74.205398 210.712086 \r\n",
+       "L -1 210.710699 \r\n",
+       "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m5d81ee4885\" style=\"stroke:#d62728;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"428.600118\" xlink:href=\"#m5d81ee4885\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"427.70658\" xlink:href=\"#m5d81ee4885\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"426.80283\" xlink:href=\"#m5d81ee4885\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"425.888633\" xlink:href=\"#m5d81ee4885\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"424.963745\" xlink:href=\"#m5d81ee4885\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"424.027912\" xlink:href=\"#m5d81ee4885\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"423.080871\" xlink:href=\"#m5d81ee4885\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"422.122353\" xlink:href=\"#m5d81ee4885\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"421.152074\" xlink:href=\"#m5d81ee4885\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"410.732262\" xlink:href=\"#m5d81ee4885\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"398.728204\" xlink:href=\"#m5d81ee4885\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"384.570258\" xlink:href=\"#m5d81ee4885\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"367.312728\" xlink:href=\"#m5d81ee4885\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"345.206704\" xlink:href=\"#m5d81ee4885\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"314.415381\" xlink:href=\"#m5d81ee4885\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"263.30319\" xlink:href=\"#m5d81ee4885\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"74.205398\" xlink:href=\"#m5d81ee4885\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#m5d81ee4885\" y=\"210.710699\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_122\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 519.637654 332.19 \r\n",
+       "L 519.598312 319.250829 \r\n",
+       "L 519.55895 310.070342 \r\n",
+       "L 519.519569 302.949402 \r\n",
+       "L 519.480168 297.131171 \r\n",
+       "L 519.440748 292.211927 \r\n",
+       "L 519.401307 287.950683 \r\n",
+       "L 519.361848 284.192 \r\n",
+       "L 519.322368 280.829744 \r\n",
+       "L 518.926485 258.710085 \r\n",
+       "L 518.52861 245.770915 \r\n",
+       "L 518.128723 236.590427 \r\n",
+       "L 517.726803 229.469488 \r\n",
+       "L 517.322831 223.651256 \r\n",
+       "L 516.916784 218.732012 \r\n",
+       "L 516.508642 214.470769 \r\n",
+       "L 516.098383 210.712086 \r\n",
+       "L 515.685984 207.349829 \r\n",
+       "L 511.439215 185.230171 \r\n",
+       "L 506.951391 172.291 \r\n",
+       "L 502.193491 163.110512 \r\n",
+       "L 497.130915 155.989573 \r\n",
+       "L 491.721957 150.171342 \r\n",
+       "L 485.915715 145.252097 \r\n",
+       "L 479.649169 140.990854 \r\n",
+       "L 472.843001 137.232171 \r\n",
+       "L 465.395445 133.869915 \r\n",
+       "L 118.879208 111.750256 \r\n",
+       "L -1 111.741753 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m11a86881ad\" style=\"stroke:#9467bd;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.637654\" xlink:href=\"#m11a86881ad\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.598312\" xlink:href=\"#m11a86881ad\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.55895\" xlink:href=\"#m11a86881ad\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.519569\" xlink:href=\"#m11a86881ad\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.480168\" xlink:href=\"#m11a86881ad\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.440748\" xlink:href=\"#m11a86881ad\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.401307\" xlink:href=\"#m11a86881ad\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.361848\" xlink:href=\"#m11a86881ad\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.322368\" xlink:href=\"#m11a86881ad\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.926485\" xlink:href=\"#m11a86881ad\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.52861\" xlink:href=\"#m11a86881ad\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.128723\" xlink:href=\"#m11a86881ad\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"517.726803\" xlink:href=\"#m11a86881ad\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"517.322831\" xlink:href=\"#m11a86881ad\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.916784\" xlink:href=\"#m11a86881ad\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.508642\" xlink:href=\"#m11a86881ad\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.098383\" xlink:href=\"#m11a86881ad\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"515.685984\" xlink:href=\"#m11a86881ad\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"511.439215\" xlink:href=\"#m11a86881ad\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"506.951391\" xlink:href=\"#m11a86881ad\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"502.193491\" xlink:href=\"#m11a86881ad\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"497.130915\" xlink:href=\"#m11a86881ad\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"491.721957\" xlink:href=\"#m11a86881ad\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"485.915715\" xlink:href=\"#m11a86881ad\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"479.649169\" xlink:href=\"#m11a86881ad\" y=\"140.990854\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"472.843001\" xlink:href=\"#m11a86881ad\" y=\"137.232171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"465.395445\" xlink:href=\"#m11a86881ad\" y=\"133.869915\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"118.879208\" xlink:href=\"#m11a86881ad\" y=\"111.750256\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"-1\" xlink:href=\"#m11a86881ad\" y=\"111.741753\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 51.378125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 553.578125 345.78 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 553.578125 345.78 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 51.378125 46.8 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 478.107812 128.190625 \r\n",
+       "L 546.578125 128.190625 \r\n",
+       "Q 548.578125 128.190625 548.578125 126.190625 \r\n",
+       "L 548.578125 53.8 \r\n",
+       "Q 548.578125 51.8 546.578125 51.8 \r\n",
+       "L 478.107812 51.8 \r\n",
+       "Q 476.107812 51.8 476.107812 53.8 \r\n",
+       "L 476.107812 126.190625 \r\n",
+       "Q 476.107812 128.190625 478.107812 128.190625 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_123\">\r\n",
+       "     <path d=\"M 480.107812 59.898437 \r\n",
+       "L 500.107812 59.898437 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_124\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"490.107812\" xlink:href=\"#m8544ff4102\" y=\"59.898437\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_10\">\r\n",
+       "     <!-- H2 -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 55.515625 43.015625 \r\n",
+       "L 55.515625 72.90625 \r\n",
+       "L 65.375 72.90625 \r\n",
+       "L 65.375 0 \r\n",
+       "L 55.515625 0 \r\n",
+       "L 55.515625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-72\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 63.398437)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-72\"/>\r\n",
+       "      <use x=\"75.195312\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_125\">\r\n",
+       "     <path d=\"M 480.107812 74.576562 \r\n",
+       "L 500.107812 74.576562 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_126\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"490.107812\" xlink:href=\"#mddac94382c\" y=\"74.576562\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_11\">\r\n",
+       "     <!-- LPG -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "      <path d=\"M 59.515625 10.40625 \r\n",
+       "L 59.515625 29.984375 \r\n",
+       "L 43.40625 29.984375 \r\n",
+       "L 43.40625 38.09375 \r\n",
+       "L 69.28125 38.09375 \r\n",
+       "L 69.28125 6.78125 \r\n",
+       "Q 63.578125 2.734375 56.6875 0.65625 \r\n",
+       "Q 49.8125 -1.421875 42 -1.421875 \r\n",
+       "Q 24.90625 -1.421875 15.25 8.5625 \r\n",
+       "Q 5.609375 18.5625 5.609375 36.375 \r\n",
+       "Q 5.609375 54.25 15.25 64.234375 \r\n",
+       "Q 24.90625 74.21875 42 74.21875 \r\n",
+       "Q 49.125 74.21875 55.546875 72.453125 \r\n",
+       "Q 61.96875 70.703125 67.390625 67.28125 \r\n",
+       "L 67.390625 56.78125 \r\n",
+       "Q 61.921875 61.421875 55.765625 63.765625 \r\n",
+       "Q 49.609375 66.109375 42.828125 66.109375 \r\n",
+       "Q 29.4375 66.109375 22.71875 58.640625 \r\n",
+       "Q 16.015625 51.171875 16.015625 36.375 \r\n",
+       "Q 16.015625 21.625 22.71875 14.15625 \r\n",
+       "Q 29.4375 6.6875 42.828125 6.6875 \r\n",
+       "Q 48.046875 6.6875 52.140625 7.59375 \r\n",
+       "Q 56.25 8.5 59.515625 10.40625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-71\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 78.076562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"55.712891\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"116.015625\" xlink:href=\"#DejaVuSans-71\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_127\">\r\n",
+       "     <path d=\"M 480.107812 89.254687 \r\n",
+       "L 500.107812 89.254687 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_128\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"490.107812\" xlink:href=\"#mc5ec7d1f9d\" y=\"89.254687\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_12\">\r\n",
+       "     <!-- CH4 -->\r\n",
+       "     <g transform=\"translate(508.107812 92.754687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
+       "      <use x=\"145.019531\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_129\">\r\n",
+       "     <path d=\"M 480.107812 103.932812 \r\n",
+       "L 500.107812 103.932812 \r\n",
+       "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_130\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"490.107812\" xlink:href=\"#m5d81ee4885\" y=\"103.932812\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_13\">\r\n",
+       "     <!-- CO -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 39.40625 66.21875 \r\n",
+       "Q 28.65625 66.21875 22.328125 58.203125 \r\n",
+       "Q 16.015625 50.203125 16.015625 36.375 \r\n",
+       "Q 16.015625 22.609375 22.328125 14.59375 \r\n",
+       "Q 28.65625 6.59375 39.40625 6.59375 \r\n",
+       "Q 50.140625 6.59375 56.421875 14.59375 \r\n",
+       "Q 62.703125 22.609375 62.703125 36.375 \r\n",
+       "Q 62.703125 50.203125 56.421875 58.203125 \r\n",
+       "Q 50.140625 66.21875 39.40625 66.21875 \r\n",
+       "z\r\n",
+       "M 39.40625 74.21875 \r\n",
+       "Q 54.734375 74.21875 63.90625 63.9375 \r\n",
+       "Q 73.09375 53.65625 73.09375 36.375 \r\n",
+       "Q 73.09375 19.140625 63.90625 8.859375 \r\n",
+       "Q 54.734375 -1.421875 39.40625 -1.421875 \r\n",
+       "Q 24.03125 -1.421875 14.8125 8.828125 \r\n",
+       "Q 5.609375 19.09375 5.609375 36.375 \r\n",
+       "Q 5.609375 53.65625 14.8125 63.9375 \r\n",
+       "Q 24.03125 74.21875 39.40625 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-79\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 107.432812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-79\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_131\">\r\n",
+       "     <path d=\"M 480.107812 118.610937 \r\n",
+       "L 500.107812 118.610937 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_132\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"490.107812\" xlink:href=\"#m11a86881ad\" y=\"118.610937\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_14\">\r\n",
+       "     <!-- Alcohol -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 34.1875 63.1875 \r\n",
+       "L 20.796875 26.90625 \r\n",
+       "L 47.609375 26.90625 \r\n",
+       "z\r\n",
+       "M 28.609375 72.90625 \r\n",
+       "L 39.796875 72.90625 \r\n",
+       "L 67.578125 0 \r\n",
+       "L 57.328125 0 \r\n",
+       "L 50.6875 18.703125 \r\n",
+       "L 17.828125 18.703125 \r\n",
+       "L 11.1875 0 \r\n",
+       "L 0.78125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-65\"/>\r\n",
+       "      <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "      <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-104\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 122.110937)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-65\"/>\r\n",
+       "      <use x=\"68.408203\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"96.191406\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"151.171875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"212.353516\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"275.732422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"336.914062\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"text_15\">\r\n",
+       "   <!-- Calibration plot for MQ-6 data -->\r\n",
+       "   <defs>\r\n",
+       "    <path d=\"M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "M 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-98\"/>\r\n",
+       "    <path d=\"M 18.109375 8.203125 \r\n",
+       "L 18.109375 -20.796875 \r\n",
+       "L 9.078125 -20.796875 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "z\r\n",
+       "M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-112\"/>\r\n",
+       "    <path d=\"M 37.109375 75.984375 \r\n",
+       "L 37.109375 68.5 \r\n",
+       "L 28.515625 68.5 \r\n",
+       "Q 23.6875 68.5 21.796875 66.546875 \r\n",
+       "Q 19.921875 64.59375 19.921875 59.515625 \r\n",
+       "L 19.921875 54.6875 \r\n",
+       "L 34.71875 54.6875 \r\n",
+       "L 34.71875 47.703125 \r\n",
+       "L 19.921875 47.703125 \r\n",
+       "L 19.921875 0 \r\n",
+       "L 10.890625 0 \r\n",
+       "L 10.890625 47.703125 \r\n",
+       "L 2.296875 47.703125 \r\n",
+       "L 2.296875 54.6875 \r\n",
+       "L 10.890625 54.6875 \r\n",
+       "L 10.890625 58.5 \r\n",
+       "Q 10.890625 67.625 15.140625 71.796875 \r\n",
+       "Q 19.390625 75.984375 28.609375 75.984375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-102\"/>\r\n",
+       "    <path d=\"M 39.40625 66.21875 \r\n",
+       "Q 28.65625 66.21875 22.328125 58.203125 \r\n",
+       "Q 16.015625 50.203125 16.015625 36.375 \r\n",
+       "Q 16.015625 22.609375 22.328125 14.59375 \r\n",
+       "Q 28.65625 6.59375 39.40625 6.59375 \r\n",
+       "Q 50.140625 6.59375 56.421875 14.59375 \r\n",
+       "Q 62.703125 22.609375 62.703125 36.375 \r\n",
+       "Q 62.703125 50.203125 56.421875 58.203125 \r\n",
+       "Q 50.140625 66.21875 39.40625 66.21875 \r\n",
+       "z\r\n",
+       "M 53.21875 1.3125 \r\n",
+       "L 66.21875 -12.890625 \r\n",
+       "L 54.296875 -12.890625 \r\n",
+       "L 43.5 -1.21875 \r\n",
+       "Q 41.890625 -1.3125 41.03125 -1.359375 \r\n",
+       "Q 40.1875 -1.421875 39.40625 -1.421875 \r\n",
+       "Q 24.03125 -1.421875 14.8125 8.859375 \r\n",
+       "Q 5.609375 19.140625 5.609375 36.375 \r\n",
+       "Q 5.609375 53.65625 14.8125 63.9375 \r\n",
+       "Q 24.03125 74.21875 39.40625 74.21875 \r\n",
+       "Q 54.734375 74.21875 63.90625 63.9375 \r\n",
+       "Q 73.09375 53.65625 73.09375 36.375 \r\n",
+       "Q 73.09375 23.6875 67.984375 14.640625 \r\n",
+       "Q 62.890625 5.609375 53.21875 1.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-81\"/>\r\n",
+       "    <path d=\"M 4.890625 31.390625 \r\n",
+       "L 31.203125 31.390625 \r\n",
+       "L 31.203125 23.390625 \r\n",
+       "L 4.890625 23.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-45\"/>\r\n",
+       "    <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "    <path d=\"M 45.40625 46.390625 \r\n",
+       "L 45.40625 75.984375 \r\n",
+       "L 54.390625 75.984375 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 45.40625 0 \r\n",
+       "L 45.40625 8.203125 \r\n",
+       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
+       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
+       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
+       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
+       "Q 17.96875 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.25 53.625 \r\n",
+       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
+       "z\r\n",
+       "M 14.796875 27.296875 \r\n",
+       "Q 14.796875 17.390625 18.875 11.75 \r\n",
+       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
+       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
+       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
+       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
+       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
+       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-100\"/>\r\n",
+       "   </defs>\r\n",
+       "   <g transform=\"translate(204.956563 16.318125)scale(0.12 -0.12)\">\r\n",
+       "    <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "    <use x=\"69.824219\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"131.103516\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "    <use x=\"158.886719\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "    <use x=\"186.669922\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
+       "    <use x=\"250.146484\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "    <use x=\"291.259766\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"352.539062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"391.748047\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "    <use x=\"419.53125\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"480.712891\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "    <use x=\"544.091797\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"575.878906\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "    <use x=\"639.355469\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "    <use x=\"667.138672\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"728.320312\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"767.529297\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"799.316406\" xlink:href=\"#DejaVuSans-102\"/>\r\n",
+       "    <use x=\"834.521484\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"895.703125\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "    <use x=\"936.816406\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"968.603516\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
+       "    <use x=\"1054.882812\" xlink:href=\"#DejaVuSans-81\"/>\r\n",
+       "    <use x=\"1133.625\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
+       "    <use x=\"1169.708984\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "    <use x=\"1233.332031\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"1265.119141\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
+       "    <use x=\"1328.595703\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"1389.875\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"1429.083984\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p512bd0efff\">\r\n",
+       "   <rect height=\"298.98\" width=\"502.2\" x=\"51.378125\" y=\"46.8\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 1800x1100 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%config InlineBackend.figure_formats = ['svg']\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.lines as mlines\n",
+    "import matplotlib.transforms as mtransforms\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "fig.set_size_inches(9, 5.5, forward=True)\n",
+    "fig.set_dpi(200)\n",
+    "\n",
+    "# only these two lines are calibration curves\n",
+    "plt.plot(MQ7_H2, x_MQ7, marker='o', linewidth=1, label='H2')\n",
+    "plt.plot(MQ7_LPG, x_MQ7, marker='o', linewidth=1, label='LPG')\n",
+    "plt.plot(MQ7_CH4, x_MQ7, marker='o', linewidth=1, label='CH4')\n",
+    "plt.plot(MQ7_CO, x_MQ7, marker='o', linewidth=1, label='CO')\n",
+    "plt.plot(MQ7_Alcohol, x_MQ7, marker='o', linewidth=1, label='Alcohol')\n",
+    "\n",
+    "\n",
+    "# reference line, legends, and axis labels\n",
+    "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n",
+    "#transform = ax.transAxes\n",
+    "#line.set_transform(transform)\n",
+    "#ax.add_line(line)\n",
+    "plt.yscale('log')\n",
+    "plt.xscale('log')\n",
+    "plt.legend()\n",
+    "\n",
+    "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n",
+    "\n",
+    "fig.suptitle('Calibration plot for MQ-6 data')\n",
+    "ax.set_xlabel('PPM Concentration')\n",
+    "ax.set_ylabel('Rs/Ro')\n",
+    "\n",
+    "\n",
+    "#Save image\n",
+    "plt.savefig('MQ7.svg', format = 'svg', dpi = 1200)\n",
+    "plt.savefig('MQ7.png')\n",
+    "plt.savefig('MQ7.eps', format = 'eps', dpi = 1200)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/Experiments/MQ6_Regression.ipynb b/Experiments/MQ6_Regression.ipynb
index b4e5472..8aa6b08 100644
--- a/Experiments/MQ6_Regression.ipynb
+++ b/Experiments/MQ6_Regression.ipynb
@@ -275,7 +275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -315,14 +315,14 @@
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L 0 3.5 \r\n",
-       "\" id=\"m165d457ef0\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "\" id=\"m162978e0da\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"86.045363\" xlink:href=\"#m165d457ef0\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"88.110604\" xlink:href=\"#m162978e0da\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_1\">\r\n",
-       "      <!-- $\\mathdefault{10^{-1}}$ -->\r\n",
+       "      <!-- $\\mathdefault{10^{3}}$ -->\r\n",
        "      <defs>\r\n",
        "       <path d=\"M 12.40625 8.296875 \r\n",
        "L 28.515625 8.296875 \r\n",
@@ -358,321 +358,218 @@
        "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
        "z\r\n",
        "\" id=\"DejaVuSans-48\"/>\r\n",
-       "       <path d=\"M 10.59375 35.5 \r\n",
-       "L 73.1875 35.5 \r\n",
-       "L 73.1875 27.203125 \r\n",
-       "L 10.59375 27.203125 \r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
        "z\r\n",
-       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
        "      </defs>\r\n",
-       "      <g transform=\"translate(74.295363 360.378437)scale(0.1 -0.1)\">\r\n",
-       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
-       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
-       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
-       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      <g transform=\"translate(79.310604 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_2\">\r\n",
        "     <g id=\"line2d_2\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"269.955946\" xlink:href=\"#m165d457ef0\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"419.536747\" xlink:href=\"#m162978e0da\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "     <g id=\"text_2\">\r\n",
-       "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
-       "      <g transform=\"translate(261.155946 360.378437)scale(0.1 -0.1)\">\r\n",
-       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
-       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
-       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      <!-- $\\mathdefault{10^{4}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(410.736747 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_3\">\r\n",
        "     <g id=\"line2d_3\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"453.866528\" xlink:href=\"#m165d457ef0\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 55.992092 345.78 \r\n",
+       "L 55.992092 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"text_3\">\r\n",
-       "      <!-- $\\mathdefault{10^{1}}$ -->\r\n",
-       "      <g transform=\"translate(445.066528 360.378437)scale(0.1 -0.1)\">\r\n",
-       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
-       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
-       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 2 \r\n",
+       "\" id=\"mef16fe6f3a\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"55.992092\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_4\">\r\n",
-       "     <g id=\"line2d_4\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.245031 345.78 \r\n",
-       "L 45.245031 46.8 \r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 72.945375 345.78 \r\n",
+       "L 72.945375 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_5\">\r\n",
-       "      <defs>\r\n",
-       "       <path d=\"M 0 0 \r\n",
-       "L 0 2 \r\n",
-       "\" id=\"me8a93a1a2e\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
-       "      </defs>\r\n",
+       "     <g id=\"line2d_6\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.245031\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"72.945375\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_5\">\r\n",
-       "     <g id=\"line2d_6\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 57.557254 345.78 \r\n",
-       "L 57.557254 46.8 \r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 187.879814 345.78 \r\n",
+       "L 187.879814 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_7\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"57.557254\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"187.879814\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_6\">\r\n",
-       "     <g id=\"line2d_8\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 68.222587 345.78 \r\n",
-       "L 68.222587 46.8 \r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 246.241061 345.78 \r\n",
+       "L 246.241061 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_9\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"68.222587\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"246.241061\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_7\">\r\n",
-       "     <g id=\"line2d_10\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 77.630077 345.78 \r\n",
-       "L 77.630077 46.8 \r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 287.649024 345.78 \r\n",
+       "L 287.649024 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_11\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"77.630077\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"287.649024\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_8\">\r\n",
-       "     <g id=\"line2d_12\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 141.407965 345.78 \r\n",
-       "L 141.407965 46.8 \r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 319.767536 345.78 \r\n",
+       "L 319.767536 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_13\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"141.407965\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"319.767536\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_9\">\r\n",
-       "     <g id=\"line2d_14\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 173.793011 345.78 \r\n",
-       "L 173.793011 46.8 \r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 346.010271 345.78 \r\n",
+       "L 346.010271 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_15\">\r\n",
+       "     <g id=\"line2d_16\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"173.793011\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"346.010271\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_10\">\r\n",
-       "     <g id=\"line2d_16\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 196.770567 345.78 \r\n",
-       "L 196.770567 46.8 \r\n",
+       "     <g id=\"line2d_17\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 368.198187 345.78 \r\n",
+       "L 368.198187 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_17\">\r\n",
+       "     <g id=\"line2d_18\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"196.770567\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"368.198187\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_11\">\r\n",
-       "     <g id=\"line2d_18\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 214.593344 345.78 \r\n",
-       "L 214.593344 46.8 \r\n",
+       "     <g id=\"line2d_19\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 387.418235 345.78 \r\n",
+       "L 387.418235 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_19\">\r\n",
+       "     <g id=\"line2d_20\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"214.593344\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"387.418235\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_12\">\r\n",
-       "     <g id=\"line2d_20\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 229.155613 345.78 \r\n",
-       "L 229.155613 46.8 \r\n",
+       "     <g id=\"line2d_21\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 404.371518 345.78 \r\n",
+       "L 404.371518 46.8 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_21\">\r\n",
+       "     <g id=\"line2d_22\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"229.155613\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"404.371518\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"xtick_13\">\r\n",
-       "     <g id=\"line2d_22\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 241.467836 345.78 \r\n",
-       "L 241.467836 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
        "     <g id=\"line2d_23\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"241.467836\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 519.305957 345.78 \r\n",
+       "L 519.305957 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_14\">\r\n",
        "     <g id=\"line2d_24\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 252.133169 345.78 \r\n",
-       "L 252.133169 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_25\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"252.133169\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"519.305957\" xlink:href=\"#mef16fe6f3a\" y=\"345.78\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"xtick_15\">\r\n",
-       "     <g id=\"line2d_26\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 261.540659 345.78 \r\n",
-       "L 261.540659 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_27\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"261.540659\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_16\">\r\n",
-       "     <g id=\"line2d_28\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 325.318547 345.78 \r\n",
-       "L 325.318547 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_29\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"325.318547\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_17\">\r\n",
-       "     <g id=\"line2d_30\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 357.703593 345.78 \r\n",
-       "L 357.703593 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_31\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"357.703593\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_18\">\r\n",
-       "     <g id=\"line2d_32\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 380.681149 345.78 \r\n",
-       "L 380.681149 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_33\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"380.681149\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_19\">\r\n",
-       "     <g id=\"line2d_34\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 398.503926 345.78 \r\n",
-       "L 398.503926 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_35\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"398.503926\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_20\">\r\n",
-       "     <g id=\"line2d_36\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 413.066195 345.78 \r\n",
-       "L 413.066195 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_37\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"413.066195\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_21\">\r\n",
-       "     <g id=\"line2d_38\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 425.378418 345.78 \r\n",
-       "L 425.378418 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_39\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"425.378418\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_22\">\r\n",
-       "     <g id=\"line2d_40\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 436.043751 345.78 \r\n",
-       "L 436.043751 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_41\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"436.043751\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_23\">\r\n",
-       "     <g id=\"line2d_42\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 445.451241 345.78 \r\n",
-       "L 445.451241 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_43\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"445.451241\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_24\">\r\n",
-       "     <g id=\"line2d_44\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 509.229129 345.78 \r\n",
-       "L 509.229129 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_45\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"509.229129\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"xtick_25\">\r\n",
-       "     <g id=\"line2d_46\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 541.614175 345.78 \r\n",
-       "L 541.614175 46.8 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_47\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"541.614175\" xlink:href=\"#me8a93a1a2e\" y=\"345.78\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"text_4\">\r\n",
+       "    <g id=\"text_3\">\r\n",
        "     <!-- PPM Concentration -->\r\n",
        "     <defs>\r\n",
        "      <path d=\"M 19.671875 64.796875 \r\n",
@@ -919,19 +816,19 @@
        "   </g>\r\n",
        "   <g id=\"matplotlib.axis_2\">\r\n",
        "    <g id=\"ytick_1\">\r\n",
-       "     <g id=\"line2d_48\">\r\n",
+       "     <g id=\"line2d_25\">\r\n",
        "      <defs>\r\n",
        "       <path d=\"M 0 0 \r\n",
        "L -3.5 0 \r\n",
-       "\" id=\"m2bebec85ab\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "\" id=\"m03c7aa92e2\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
        "      </defs>\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.478125\" xlink:href=\"#m2bebec85ab\" y=\"261.800167\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.478125\" xlink:href=\"#m03c7aa92e2\" y=\"220.369281\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
-       "     <g id=\"text_5\">\r\n",
+       "     <g id=\"text_4\">\r\n",
        "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
-       "      <g transform=\"translate(20.878125 265.599386)scale(0.1 -0.1)\">\r\n",
+       "      <g transform=\"translate(20.878125 224.1685)scale(0.1 -0.1)\">\r\n",
        "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
        "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
        "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
@@ -939,14 +836,14 @@
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_2\">\r\n",
-       "     <g id=\"line2d_49\">\r\n",
+       "     <g id=\"line2d_26\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.478125\" xlink:href=\"#m2bebec85ab\" y=\"161.095084\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.478125\" xlink:href=\"#m03c7aa92e2\" y=\"60.39\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
-       "     <g id=\"text_6\">\r\n",
+       "     <g id=\"text_5\">\r\n",
        "      <!-- $\\mathdefault{10^{1}}$ -->\r\n",
-       "      <g transform=\"translate(20.878125 164.894302)scale(0.1 -0.1)\">\r\n",
+       "      <g transform=\"translate(20.878125 64.189219)scale(0.1 -0.1)\">\r\n",
        "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
        "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
        "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
@@ -954,340 +851,203 @@
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_3\">\r\n",
-       "     <g id=\"line2d_50\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"45.478125\" xlink:href=\"#m2bebec85ab\" y=\"60.39\"/>\r\n",
-       "      </g>\r\n",
+       "     <g id=\"line2d_27\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 332.19 \r\n",
+       "L 547.678125 332.19 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"text_7\">\r\n",
-       "      <!-- $\\mathdefault{10^{2}}$ -->\r\n",
+       "     <g id=\"line2d_28\">\r\n",
        "      <defs>\r\n",
-       "       <path d=\"M 19.1875 8.296875 \r\n",
-       "L 53.609375 8.296875 \r\n",
-       "L 53.609375 0 \r\n",
-       "L 7.328125 0 \r\n",
-       "L 7.328125 8.296875 \r\n",
-       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
-       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
-       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
-       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
-       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
-       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
-       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
-       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
-       "L 7.8125 69.390625 \r\n",
-       "Q 13.765625 71.78125 18.9375 73 \r\n",
-       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
-       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
-       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
-       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
-       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
-       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
-       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
-       "z\r\n",
-       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -2 0 \r\n",
+       "\" id=\"m2db3812e5f\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
        "      </defs>\r\n",
-       "      <g transform=\"translate(20.878125 64.189219)scale(0.1 -0.1)\">\r\n",
-       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
-       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
-       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"332.19\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_4\">\r\n",
-       "     <g id=\"line2d_51\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 332.19 \r\n",
-       "L 547.678125 332.19 \r\n",
+       "     <g id=\"line2d_29\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 304.019047 \r\n",
+       "L 547.678125 304.019047 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_52\">\r\n",
-       "      <defs>\r\n",
-       "       <path d=\"M 0 0 \r\n",
-       "L -2 0 \r\n",
-       "\" id=\"me3d561589e\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
-       "      </defs>\r\n",
+       "     <g id=\"line2d_30\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"332.19\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"304.019047\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_5\">\r\n",
-       "     <g id=\"line2d_53\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 314.456715 \r\n",
-       "L 547.678125 314.456715 \r\n",
+       "     <g id=\"line2d_31\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 284.031438 \r\n",
+       "L 547.678125 284.031438 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_54\">\r\n",
+       "     <g id=\"line2d_32\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"314.456715\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"284.031438\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_6\">\r\n",
-       "     <g id=\"line2d_55\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 301.874749 \r\n",
-       "L 547.678125 301.874749 \r\n",
+       "     <g id=\"line2d_33\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 268.527843 \r\n",
+       "L 547.678125 268.527843 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_56\">\r\n",
+       "     <g id=\"line2d_34\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"301.874749\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"268.527843\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_7\">\r\n",
-       "     <g id=\"line2d_57\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 292.115418 \r\n",
-       "L 547.678125 292.115418 \r\n",
+       "     <g id=\"line2d_35\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 255.860485 \r\n",
+       "L 547.678125 255.860485 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_58\">\r\n",
+       "     <g id=\"line2d_36\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"292.115418\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"255.860485\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_8\">\r\n",
-       "     <g id=\"line2d_59\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 284.141464 \r\n",
-       "L 547.678125 284.141464 \r\n",
+       "     <g id=\"line2d_37\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 245.150385 \r\n",
+       "L 547.678125 245.150385 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_60\">\r\n",
+       "     <g id=\"line2d_38\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"284.141464\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"245.150385\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_9\">\r\n",
-       "     <g id=\"line2d_61\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 277.399582 \r\n",
-       "L 547.678125 277.399582 \r\n",
+       "     <g id=\"line2d_39\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 235.872875 \r\n",
+       "L 547.678125 235.872875 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_62\">\r\n",
+       "     <g id=\"line2d_40\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"277.399582\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"235.872875\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_10\">\r\n",
-       "     <g id=\"line2d_63\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 271.559498 \r\n",
-       "L 547.678125 271.559498 \r\n",
+       "     <g id=\"line2d_41\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 227.689532 \r\n",
+       "L 547.678125 227.689532 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_64\">\r\n",
+       "     <g id=\"line2d_42\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"271.559498\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"227.689532\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_11\">\r\n",
-       "     <g id=\"line2d_65\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 266.408179 \r\n",
-       "L 547.678125 266.408179 \r\n",
+       "     <g id=\"line2d_43\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 172.210719 \r\n",
+       "L 547.678125 172.210719 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_66\">\r\n",
+       "     <g id=\"line2d_44\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"266.408179\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"172.210719\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_12\">\r\n",
-       "     <g id=\"line2d_67\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 231.484916 \r\n",
-       "L 547.678125 231.484916 \r\n",
+       "     <g id=\"line2d_45\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 144.039766 \r\n",
+       "L 547.678125 144.039766 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_68\">\r\n",
+       "     <g id=\"line2d_46\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"231.484916\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"144.039766\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_13\">\r\n",
-       "     <g id=\"line2d_69\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 213.751631 \r\n",
-       "L 547.678125 213.751631 \r\n",
+       "     <g id=\"line2d_47\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 124.052157 \r\n",
+       "L 547.678125 124.052157 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_70\">\r\n",
+       "     <g id=\"line2d_48\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"213.751631\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"124.052157\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_14\">\r\n",
-       "     <g id=\"line2d_71\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 201.169665 \r\n",
-       "L 547.678125 201.169665 \r\n",
+       "     <g id=\"line2d_49\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 108.548562 \r\n",
+       "L 547.678125 108.548562 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_72\">\r\n",
+       "     <g id=\"line2d_50\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"201.169665\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"108.548562\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_15\">\r\n",
-       "     <g id=\"line2d_73\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 191.410335 \r\n",
-       "L 547.678125 191.410335 \r\n",
+       "     <g id=\"line2d_51\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 95.881203 \r\n",
+       "L 547.678125 95.881203 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_74\">\r\n",
+       "     <g id=\"line2d_52\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"191.410335\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"95.881203\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_16\">\r\n",
-       "     <g id=\"line2d_75\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 183.436381 \r\n",
-       "L 547.678125 183.436381 \r\n",
+       "     <g id=\"line2d_53\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 85.171104 \r\n",
+       "L 547.678125 85.171104 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_76\">\r\n",
+       "     <g id=\"line2d_54\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"183.436381\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"85.171104\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_17\">\r\n",
-       "     <g id=\"line2d_77\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 176.694498 \r\n",
-       "L 547.678125 176.694498 \r\n",
+       "     <g id=\"line2d_55\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 75.893594 \r\n",
+       "L 547.678125 75.893594 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_78\">\r\n",
+       "     <g id=\"line2d_56\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"176.694498\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"75.893594\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
        "    <g id=\"ytick_18\">\r\n",
-       "     <g id=\"line2d_79\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 170.854415 \r\n",
-       "L 547.678125 170.854415 \r\n",
+       "     <g id=\"line2d_57\">\r\n",
+       "      <path clip-path=\"url(#p3199b4e965)\" d=\"M 45.478125 67.71025 \r\n",
+       "L 547.678125 67.71025 \r\n",
        "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
        "     </g>\r\n",
-       "     <g id=\"line2d_80\">\r\n",
+       "     <g id=\"line2d_58\">\r\n",
        "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"170.854415\"/>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#m2db3812e5f\" y=\"67.71025\"/>\r\n",
        "      </g>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"ytick_19\">\r\n",
-       "     <g id=\"line2d_81\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 165.703096 \r\n",
-       "L 547.678125 165.703096 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_82\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"165.703096\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_20\">\r\n",
-       "     <g id=\"line2d_83\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 130.779833 \r\n",
-       "L 547.678125 130.779833 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_84\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"130.779833\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_21\">\r\n",
-       "     <g id=\"line2d_85\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 113.046548 \r\n",
-       "L 547.678125 113.046548 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_86\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"113.046548\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_22\">\r\n",
-       "     <g id=\"line2d_87\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 100.464582 \r\n",
-       "L 547.678125 100.464582 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_88\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"100.464582\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_23\">\r\n",
-       "     <g id=\"line2d_89\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 90.705251 \r\n",
-       "L 547.678125 90.705251 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_90\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"90.705251\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_24\">\r\n",
-       "     <g id=\"line2d_91\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 82.731297 \r\n",
-       "L 547.678125 82.731297 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_92\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"82.731297\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_25\">\r\n",
-       "     <g id=\"line2d_93\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 75.989415 \r\n",
-       "L 547.678125 75.989415 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_94\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"75.989415\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_26\">\r\n",
-       "     <g id=\"line2d_95\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 70.149331 \r\n",
-       "L 547.678125 70.149331 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_96\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"70.149331\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"ytick_27\">\r\n",
-       "     <g id=\"line2d_97\">\r\n",
-       "      <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 45.478125 64.998012 \r\n",
-       "L 547.678125 64.998012 \r\n",
-       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
-       "     </g>\r\n",
-       "     <g id=\"line2d_98\">\r\n",
-       "      <g>\r\n",
-       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"45.478125\" xlink:href=\"#me3d561589e\" y=\"64.998012\"/>\r\n",
-       "      </g>\r\n",
-       "     </g>\r\n",
-       "    </g>\r\n",
-       "    <g id=\"text_8\">\r\n",
+       "    <g id=\"text_6\">\r\n",
        "     <!-- Rs/Ro -->\r\n",
        "     <defs>\r\n",
        "      <path d=\"M 44.390625 34.1875 \r\n",
@@ -1364,17 +1124,21 @@
        "     </g>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
-       "   <g id=\"line2d_99\">\r\n",
-       "    <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 357.369159 332.19 \r\n",
-       "L 348.185772 314.456715 \r\n",
-       "L 337.807651 301.874749 \r\n",
-       "L 325.876777 292.115418 \r\n",
-       "L 311.845356 284.141464 \r\n",
-       "L 294.812295 277.399582 \r\n",
-       "L 273.133824 271.559498 \r\n",
-       "L 243.285228 266.408179 \r\n",
-       "L 195.081767 261.800167 \r\n",
-       "L -1 261.767833 \r\n",
+       "   <g id=\"line2d_59\">\r\n",
+       "    <path clip-path=\"url(#p3199b4e965)\" d=\"M 455.553798 332.19 \r\n",
+       "L 452.781543 304.019047 \r\n",
+       "L 449.954844 284.031438 \r\n",
+       "L 447.071518 268.527843 \r\n",
+       "L 444.129251 255.860485 \r\n",
+       "L 441.125582 245.150385 \r\n",
+       "L 438.057895 235.872875 \r\n",
+       "L 434.9234 227.689532 \r\n",
+       "L 431.719124 220.369281 \r\n",
+       "L 395.009689 172.210719 \r\n",
+       "L 345.608989 144.039766 \r\n",
+       "L 269.793315 124.052157 \r\n",
+       "L 99.636657 108.548562 \r\n",
+       "L -1 108.544728 \r\n",
        "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
        "    <defs>\r\n",
        "     <path d=\"M 0 3 \r\n",
@@ -1387,35 +1151,36 @@
        "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
        "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
        "z\r\n",
-       "\" id=\"m6c4f419f2e\" style=\"stroke:#1f77b4;\"/>\r\n",
+       "\" id=\"mf04d1d4a7d\" style=\"stroke:#1f77b4;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#pd3a0ea0f5d)\">\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"357.369159\" xlink:href=\"#m6c4f419f2e\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"348.185772\" xlink:href=\"#m6c4f419f2e\" y=\"314.456715\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"337.807651\" xlink:href=\"#m6c4f419f2e\" y=\"301.874749\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"325.876777\" xlink:href=\"#m6c4f419f2e\" y=\"292.115418\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"311.845356\" xlink:href=\"#m6c4f419f2e\" y=\"284.141464\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"294.812295\" xlink:href=\"#m6c4f419f2e\" y=\"277.399582\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"273.133824\" xlink:href=\"#m6c4f419f2e\" y=\"271.559498\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"243.285228\" xlink:href=\"#m6c4f419f2e\" y=\"266.408179\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"195.081767\" xlink:href=\"#m6c4f419f2e\" y=\"261.800167\"/>\r\n",
-       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#m6c4f419f2e\" y=\"261.767833\"/>\r\n",
+       "    <g clip-path=\"url(#p3199b4e965)\">\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"455.553798\" xlink:href=\"#mf04d1d4a7d\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"452.781543\" xlink:href=\"#mf04d1d4a7d\" y=\"304.019047\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"449.954844\" xlink:href=\"#mf04d1d4a7d\" y=\"284.031438\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"447.071518\" xlink:href=\"#mf04d1d4a7d\" y=\"268.527843\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"444.129251\" xlink:href=\"#mf04d1d4a7d\" y=\"255.860485\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"441.125582\" xlink:href=\"#mf04d1d4a7d\" y=\"245.150385\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"438.057895\" xlink:href=\"#mf04d1d4a7d\" y=\"235.872875\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"434.9234\" xlink:href=\"#mf04d1d4a7d\" y=\"227.689532\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"431.719124\" xlink:href=\"#mf04d1d4a7d\" y=\"220.369281\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"395.009689\" xlink:href=\"#mf04d1d4a7d\" y=\"172.210719\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"345.608989\" xlink:href=\"#mf04d1d4a7d\" y=\"144.039766\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"269.793315\" xlink:href=\"#mf04d1d4a7d\" y=\"124.052157\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"99.636657\" xlink:href=\"#mf04d1d4a7d\" y=\"108.548562\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#mf04d1d4a7d\" y=\"108.544728\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
-       "   <g id=\"line2d_100\">\r\n",
-       "    <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 429.264081 332.19 \r\n",
-       "L 427.157572 314.456715 \r\n",
-       "L 424.993998 301.874749 \r\n",
-       "L 422.770181 292.115418 \r\n",
-       "L 420.48267 284.141464 \r\n",
-       "L 418.127708 277.399582 \r\n",
-       "L 415.701197 271.559498 \r\n",
-       "L 413.198652 266.408179 \r\n",
-       "L 410.615153 261.800167 \r\n",
-       "L 378.777863 231.484916 \r\n",
-       "L 325.036345 213.751631 \r\n",
-       "L 68.305398 201.169665 \r\n",
-       "L -1 201.165984 \r\n",
+       "   <g id=\"line2d_60\">\r\n",
+       "    <path clip-path=\"url(#p3199b4e965)\" d=\"M 304.054952 332.19 \r\n",
+       "L 295.165987 304.019047 \r\n",
+       "L 285.69173 284.031438 \r\n",
+       "L 275.549637 268.527843 \r\n",
+       "L 264.63837 255.860485 \r\n",
+       "L 252.831614 245.150385 \r\n",
+       "L 239.969138 235.872875 \r\n",
+       "L 225.843435 227.689532 \r\n",
+       "L 210.17909 220.369281 \r\n",
+       "L -1 220.338698 \r\n",
        "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
        "    <defs>\r\n",
        "     <path d=\"M 0 3 \r\n",
@@ -1428,48 +1193,32 @@
        "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
        "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
        "z\r\n",
-       "\" id=\"m5b2d0d0f45\" style=\"stroke:#ff7f0e;\"/>\r\n",
+       "\" id=\"m76f57de1f6\" style=\"stroke:#ff7f0e;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#pd3a0ea0f5d)\">\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"429.264081\" xlink:href=\"#m5b2d0d0f45\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"427.157572\" xlink:href=\"#m5b2d0d0f45\" y=\"314.456715\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"424.993998\" xlink:href=\"#m5b2d0d0f45\" y=\"301.874749\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"422.770181\" xlink:href=\"#m5b2d0d0f45\" y=\"292.115418\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"420.48267\" xlink:href=\"#m5b2d0d0f45\" y=\"284.141464\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"418.127708\" xlink:href=\"#m5b2d0d0f45\" y=\"277.399582\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"415.701197\" xlink:href=\"#m5b2d0d0f45\" y=\"271.559498\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"413.198652\" xlink:href=\"#m5b2d0d0f45\" y=\"266.408179\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"410.615153\" xlink:href=\"#m5b2d0d0f45\" y=\"261.800167\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"378.777863\" xlink:href=\"#m5b2d0d0f45\" y=\"231.484916\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"325.036345\" xlink:href=\"#m5b2d0d0f45\" y=\"213.751631\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"68.305398\" xlink:href=\"#m5b2d0d0f45\" y=\"201.169665\"/>\r\n",
-       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#m5b2d0d0f45\" y=\"201.165984\"/>\r\n",
+       "    <g clip-path=\"url(#p3199b4e965)\">\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"304.054952\" xlink:href=\"#m76f57de1f6\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"295.165987\" xlink:href=\"#m76f57de1f6\" y=\"304.019047\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"285.69173\" xlink:href=\"#m76f57de1f6\" y=\"284.031438\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"275.549637\" xlink:href=\"#m76f57de1f6\" y=\"268.527843\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"264.63837\" xlink:href=\"#m76f57de1f6\" y=\"255.860485\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"252.831614\" xlink:href=\"#m76f57de1f6\" y=\"245.150385\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"239.969138\" xlink:href=\"#m76f57de1f6\" y=\"235.872875\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"225.843435\" xlink:href=\"#m76f57de1f6\" y=\"227.689532\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"210.17909\" xlink:href=\"#m76f57de1f6\" y=\"220.369281\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#m76f57de1f6\" y=\"220.338698\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
-       "   <g id=\"line2d_101\">\r\n",
-       "    <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 524.850852 332.19 \r\n",
-       "L 524.691119 314.456715 \r\n",
-       "L 524.531066 301.874749 \r\n",
-       "L 524.370691 292.115418 \r\n",
-       "L 524.209994 284.141464 \r\n",
-       "L 524.048973 277.399582 \r\n",
-       "L 523.887627 271.559498 \r\n",
-       "L 523.725954 266.408179 \r\n",
-       "L 523.563953 261.800167 \r\n",
-       "L 521.92561 231.484916 \r\n",
-       "L 520.252957 213.751631 \r\n",
-       "L 518.544524 201.169665 \r\n",
-       "L 516.798749 191.410335 \r\n",
-       "L 515.013961 183.436381 \r\n",
-       "L 513.188377 176.694498 \r\n",
-       "L 511.320088 170.854415 \r\n",
-       "L 509.407049 165.703096 \r\n",
-       "L 507.447064 161.095084 \r\n",
-       "L 484.636689 130.779833 \r\n",
-       "L 452.58496 113.046548 \r\n",
-       "L 398.214044 100.464582 \r\n",
-       "L 102.544601 90.705251 \r\n",
-       "L -1 90.700757 \r\n",
+       "   <g id=\"line2d_61\">\r\n",
+       "    <path clip-path=\"url(#p3199b4e965)\" d=\"M 345.996943 332.19 \r\n",
+       "L 333.474523 304.019047 \r\n",
+       "L 319.75794 284.031438 \r\n",
+       "L 304.5952 268.527843 \r\n",
+       "L 287.645026 255.860485 \r\n",
+       "L 268.428977 245.150385 \r\n",
+       "L 246.246392 235.872875 \r\n",
+       "L 220.01112 227.689532 \r\n",
+       "L 187.903802 220.369281 \r\n",
+       "L -1 220.341922 \r\n",
        "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
        "    <defs>\r\n",
        "     <path d=\"M 0 3 \r\n",
@@ -1482,57 +1231,39 @@
        "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
        "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
        "z\r\n",
-       "\" id=\"m340e81fd4e\" style=\"stroke:#2ca02c;\"/>\r\n",
+       "\" id=\"ma024911d33\" style=\"stroke:#2ca02c;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#pd3a0ea0f5d)\">\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.850852\" xlink:href=\"#m340e81fd4e\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.691119\" xlink:href=\"#m340e81fd4e\" y=\"314.456715\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.531066\" xlink:href=\"#m340e81fd4e\" y=\"301.874749\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.370691\" xlink:href=\"#m340e81fd4e\" y=\"292.115418\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.209994\" xlink:href=\"#m340e81fd4e\" y=\"284.141464\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"524.048973\" xlink:href=\"#m340e81fd4e\" y=\"277.399582\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"523.887627\" xlink:href=\"#m340e81fd4e\" y=\"271.559498\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"523.725954\" xlink:href=\"#m340e81fd4e\" y=\"266.408179\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"523.563953\" xlink:href=\"#m340e81fd4e\" y=\"261.800167\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"521.92561\" xlink:href=\"#m340e81fd4e\" y=\"231.484916\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"520.252957\" xlink:href=\"#m340e81fd4e\" y=\"213.751631\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"518.544524\" xlink:href=\"#m340e81fd4e\" y=\"201.169665\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"516.798749\" xlink:href=\"#m340e81fd4e\" y=\"191.410335\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"515.013961\" xlink:href=\"#m340e81fd4e\" y=\"183.436381\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"513.188377\" xlink:href=\"#m340e81fd4e\" y=\"176.694498\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.320088\" xlink:href=\"#m340e81fd4e\" y=\"170.854415\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.407049\" xlink:href=\"#m340e81fd4e\" y=\"165.703096\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"507.447064\" xlink:href=\"#m340e81fd4e\" y=\"161.095084\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"484.636689\" xlink:href=\"#m340e81fd4e\" y=\"130.779833\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"452.58496\" xlink:href=\"#m340e81fd4e\" y=\"113.046548\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"398.214044\" xlink:href=\"#m340e81fd4e\" y=\"100.464582\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"102.544601\" xlink:href=\"#m340e81fd4e\" y=\"90.705251\"/>\r\n",
-       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#m340e81fd4e\" y=\"90.700757\"/>\r\n",
+       "    <g clip-path=\"url(#p3199b4e965)\">\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"345.996943\" xlink:href=\"#ma024911d33\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"333.474523\" xlink:href=\"#ma024911d33\" y=\"304.019047\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"319.75794\" xlink:href=\"#ma024911d33\" y=\"284.031438\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"304.5952\" xlink:href=\"#ma024911d33\" y=\"268.527843\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"287.645026\" xlink:href=\"#ma024911d33\" y=\"255.860485\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"268.428977\" xlink:href=\"#ma024911d33\" y=\"245.150385\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"246.246392\" xlink:href=\"#ma024911d33\" y=\"235.872875\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"220.01112\" xlink:href=\"#ma024911d33\" y=\"227.689532\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"187.903802\" xlink:href=\"#ma024911d33\" y=\"220.369281\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#ma024911d33\" y=\"220.341922\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
-       "   <g id=\"line2d_102\">\r\n",
-       "    <path clip-path=\"url(#pd3a0ea0f5d)\" d=\"M 442.813755 332.19 \r\n",
-       "L 442.632737 314.456715 \r\n",
-       "L 442.451307 301.874749 \r\n",
-       "L 442.269464 292.115418 \r\n",
-       "L 442.087206 284.141464 \r\n",
-       "L 441.904531 277.399582 \r\n",
-       "L 441.721438 271.559498 \r\n",
-       "L 441.537924 266.408179 \r\n",
-       "L 441.353987 261.800167 \r\n",
-       "L 439.490939 231.484916 \r\n",
-       "L 437.583395 213.751631 \r\n",
-       "L 435.629176 201.169665 \r\n",
-       "L 433.625941 191.410335 \r\n",
-       "L 431.571169 183.436381 \r\n",
-       "L 429.462136 176.694498 \r\n",
-       "L 427.2959 170.854415 \r\n",
-       "L 425.06927 165.703096 \r\n",
-       "L 422.778782 161.095084 \r\n",
-       "L 395.319648 130.779833 \r\n",
-       "L 353.138273 113.046548 \r\n",
-       "L 258.10277 100.464582 \r\n",
-       "L -1 100.450832 \r\n",
+       "   <g id=\"line2d_62\">\r\n",
+       "    <path clip-path=\"url(#p3199b4e965)\" d=\"M 524.850852 332.19 \r\n",
+       "L 523.179323 304.019047 \r\n",
+       "L 521.488154 284.031438 \r\n",
+       "L 519.776878 268.527843 \r\n",
+       "L 518.045011 255.860485 \r\n",
+       "L 516.292053 245.150385 \r\n",
+       "L 514.517482 235.872875 \r\n",
+       "L 512.720759 227.689532 \r\n",
+       "L 510.901325 220.369281 \r\n",
+       "L 491.317669 172.210719 \r\n",
+       "L 468.643509 144.039766 \r\n",
+       "L 441.71726 124.052157 \r\n",
+       "L 408.567353 108.548562 \r\n",
+       "L 365.423803 95.881203 \r\n",
+       "L 303.527309 85.171104 \r\n",
+       "L 192.599468 75.893594 \r\n",
+       "L -1 75.88883 \r\n",
        "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
        "    <defs>\r\n",
        "     <path d=\"M 0 3 \r\n",
@@ -1545,31 +1276,76 @@
        "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
        "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
        "z\r\n",
-       "\" id=\"m1739e67430\" style=\"stroke:#d62728;\"/>\r\n",
+       "\" id=\"m39a0ba066e\" style=\"stroke:#d62728;\"/>\r\n",
        "    </defs>\r\n",
-       "    <g clip-path=\"url(#pd3a0ea0f5d)\">\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"442.813755\" xlink:href=\"#m1739e67430\" y=\"332.19\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"442.632737\" xlink:href=\"#m1739e67430\" y=\"314.456715\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"442.451307\" xlink:href=\"#m1739e67430\" y=\"301.874749\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"442.269464\" xlink:href=\"#m1739e67430\" y=\"292.115418\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"442.087206\" xlink:href=\"#m1739e67430\" y=\"284.141464\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"441.904531\" xlink:href=\"#m1739e67430\" y=\"277.399582\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"441.721438\" xlink:href=\"#m1739e67430\" y=\"271.559498\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"441.537924\" xlink:href=\"#m1739e67430\" y=\"266.408179\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"441.353987\" xlink:href=\"#m1739e67430\" y=\"261.800167\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"439.490939\" xlink:href=\"#m1739e67430\" y=\"231.484916\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"437.583395\" xlink:href=\"#m1739e67430\" y=\"213.751631\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"435.629176\" xlink:href=\"#m1739e67430\" y=\"201.169665\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"433.625941\" xlink:href=\"#m1739e67430\" y=\"191.410335\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"431.571169\" xlink:href=\"#m1739e67430\" y=\"183.436381\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"429.462136\" xlink:href=\"#m1739e67430\" y=\"176.694498\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"427.2959\" xlink:href=\"#m1739e67430\" y=\"170.854415\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"425.06927\" xlink:href=\"#m1739e67430\" y=\"165.703096\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"422.778782\" xlink:href=\"#m1739e67430\" y=\"161.095084\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"395.319648\" xlink:href=\"#m1739e67430\" y=\"130.779833\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"353.138273\" xlink:href=\"#m1739e67430\" y=\"113.046548\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"258.10277\" xlink:href=\"#m1739e67430\" y=\"100.464582\"/>\r\n",
-       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#m1739e67430\" y=\"100.450832\"/>\r\n",
+       "    <g clip-path=\"url(#p3199b4e965)\">\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"524.850852\" xlink:href=\"#m39a0ba066e\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"523.179323\" xlink:href=\"#m39a0ba066e\" y=\"304.019047\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"521.488154\" xlink:href=\"#m39a0ba066e\" y=\"284.031438\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"519.776878\" xlink:href=\"#m39a0ba066e\" y=\"268.527843\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"518.045011\" xlink:href=\"#m39a0ba066e\" y=\"255.860485\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"516.292053\" xlink:href=\"#m39a0ba066e\" y=\"245.150385\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"514.517482\" xlink:href=\"#m39a0ba066e\" y=\"235.872875\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"512.720759\" xlink:href=\"#m39a0ba066e\" y=\"227.689532\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"510.901325\" xlink:href=\"#m39a0ba066e\" y=\"220.369281\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"491.317669\" xlink:href=\"#m39a0ba066e\" y=\"172.210719\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"468.643509\" xlink:href=\"#m39a0ba066e\" y=\"144.039766\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"441.71726\" xlink:href=\"#m39a0ba066e\" y=\"124.052157\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"408.567353\" xlink:href=\"#m39a0ba066e\" y=\"108.548562\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"365.423803\" xlink:href=\"#m39a0ba066e\" y=\"95.881203\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"303.527309\" xlink:href=\"#m39a0ba066e\" y=\"85.171104\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"192.599468\" xlink:href=\"#m39a0ba066e\" y=\"75.893594\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#m39a0ba066e\" y=\"75.88883\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_63\">\r\n",
+       "    <path clip-path=\"url(#p3199b4e965)\" d=\"M 379.539526 332.19 \r\n",
+       "L 377.654066 304.019047 \r\n",
+       "L 375.74358 284.031438 \r\n",
+       "L 373.807394 268.527843 \r\n",
+       "L 371.844808 255.860485 \r\n",
+       "L 369.855091 245.150385 \r\n",
+       "L 367.837483 235.872875 \r\n",
+       "L 365.791192 227.689532 \r\n",
+       "L 363.715388 220.369281 \r\n",
+       "L 341.123154 172.210719 \r\n",
+       "L 314.312458 144.039766 \r\n",
+       "L 281.337781 124.052157 \r\n",
+       "L 238.491461 108.548562 \r\n",
+       "L 177.209647 95.881203 \r\n",
+       "L 68.305398 85.171104 \r\n",
+       "L -1 85.16917 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m227f24064f\" style=\"stroke:#9467bd;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p3199b4e965)\">\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"379.539526\" xlink:href=\"#m227f24064f\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"377.654066\" xlink:href=\"#m227f24064f\" y=\"304.019047\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"375.74358\" xlink:href=\"#m227f24064f\" y=\"284.031438\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"373.807394\" xlink:href=\"#m227f24064f\" y=\"268.527843\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"371.844808\" xlink:href=\"#m227f24064f\" y=\"255.860485\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"369.855091\" xlink:href=\"#m227f24064f\" y=\"245.150385\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"367.837483\" xlink:href=\"#m227f24064f\" y=\"235.872875\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"365.791192\" xlink:href=\"#m227f24064f\" y=\"227.689532\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"363.715388\" xlink:href=\"#m227f24064f\" y=\"220.369281\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"341.123154\" xlink:href=\"#m227f24064f\" y=\"172.210719\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"314.312458\" xlink:href=\"#m227f24064f\" y=\"144.039766\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"281.337781\" xlink:href=\"#m227f24064f\" y=\"124.052157\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"238.491461\" xlink:href=\"#m227f24064f\" y=\"108.548562\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"177.209647\" xlink:href=\"#m227f24064f\" y=\"95.881203\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"68.305398\" xlink:href=\"#m227f24064f\" y=\"85.171104\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"-1\" xlink:href=\"#m227f24064f\" y=\"85.16917\"/>\r\n",
        "    </g>\r\n",
        "   </g>\r\n",
        "   <g id=\"patch_3\">\r\n",
@@ -1594,29 +1370,29 @@
        "   </g>\r\n",
        "   <g id=\"legend_1\">\r\n",
        "    <g id=\"patch_7\">\r\n",
-       "     <path d=\"M 487.8125 113.5125 \r\n",
-       "L 540.678125 113.5125 \r\n",
-       "Q 542.678125 113.5125 542.678125 111.5125 \r\n",
+       "     <path d=\"M 472.207813 128.190625 \r\n",
+       "L 540.678125 128.190625 \r\n",
+       "Q 542.678125 128.190625 542.678125 126.190625 \r\n",
        "L 542.678125 53.8 \r\n",
        "Q 542.678125 51.8 540.678125 51.8 \r\n",
-       "L 487.8125 51.8 \r\n",
-       "Q 485.8125 51.8 485.8125 53.8 \r\n",
-       "L 485.8125 111.5125 \r\n",
-       "Q 485.8125 113.5125 487.8125 113.5125 \r\n",
+       "L 472.207813 51.8 \r\n",
+       "Q 470.207813 51.8 470.207813 53.8 \r\n",
+       "L 470.207813 126.190625 \r\n",
+       "Q 470.207813 128.190625 472.207813 128.190625 \r\n",
        "z\r\n",
        "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_103\">\r\n",
-       "     <path d=\"M 489.8125 59.898437 \r\n",
-       "L 509.8125 59.898437 \r\n",
+       "    <g id=\"line2d_64\">\r\n",
+       "     <path d=\"M 474.207813 59.898437 \r\n",
+       "L 494.207813 59.898437 \r\n",
        "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_104\">\r\n",
+       "    <g id=\"line2d_65\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"499.8125\" xlink:href=\"#m6c4f419f2e\" y=\"59.898437\"/>\r\n",
+       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"484.207813\" xlink:href=\"#mf04d1d4a7d\" y=\"59.898437\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"text_9\">\r\n",
+       "    <g id=\"text_7\">\r\n",
        "     <!-- H2 -->\r\n",
        "     <defs>\r\n",
        "      <path d=\"M 9.8125 72.90625 \r\n",
@@ -1633,23 +1409,47 @@
        "L 9.8125 0 \r\n",
        "z\r\n",
        "\" id=\"DejaVuSans-72\"/>\r\n",
+       "      <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
        "     </defs>\r\n",
-       "     <g transform=\"translate(517.8125 63.398437)scale(0.1 -0.1)\">\r\n",
+       "     <g transform=\"translate(502.207813 63.398437)scale(0.1 -0.1)\">\r\n",
        "      <use xlink:href=\"#DejaVuSans-72\"/>\r\n",
        "      <use x=\"75.195312\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_105\">\r\n",
-       "     <path d=\"M 489.8125 74.576562 \r\n",
-       "L 509.8125 74.576562 \r\n",
+       "    <g id=\"line2d_66\">\r\n",
+       "     <path d=\"M 474.207813 74.576562 \r\n",
+       "L 494.207813 74.576562 \r\n",
        "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_106\">\r\n",
+       "    <g id=\"line2d_67\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"499.8125\" xlink:href=\"#m5b2d0d0f45\" y=\"74.576562\"/>\r\n",
+       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"484.207813\" xlink:href=\"#m76f57de1f6\" y=\"74.576562\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"text_10\">\r\n",
+       "    <g id=\"text_8\">\r\n",
        "     <!-- LPG -->\r\n",
        "     <defs>\r\n",
        "      <path d=\"M 9.8125 72.90625 \r\n",
@@ -1686,60 +1486,41 @@
        "z\r\n",
        "\" id=\"DejaVuSans-71\"/>\r\n",
        "     </defs>\r\n",
-       "     <g transform=\"translate(517.8125 78.076562)scale(0.1 -0.1)\">\r\n",
+       "     <g transform=\"translate(502.207813 78.076562)scale(0.1 -0.1)\">\r\n",
        "      <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
        "      <use x=\"55.712891\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
        "      <use x=\"116.015625\" xlink:href=\"#DejaVuSans-71\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_107\">\r\n",
-       "     <path d=\"M 489.8125 89.254687 \r\n",
-       "L 509.8125 89.254687 \r\n",
+       "    <g id=\"line2d_68\">\r\n",
+       "     <path d=\"M 474.207813 89.254687 \r\n",
+       "L 494.207813 89.254687 \r\n",
        "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_108\">\r\n",
+       "    <g id=\"line2d_69\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"499.8125\" xlink:href=\"#m340e81fd4e\" y=\"89.254687\"/>\r\n",
+       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"484.207813\" xlink:href=\"#ma024911d33\" y=\"89.254687\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"text_11\">\r\n",
+       "    <g id=\"text_9\">\r\n",
        "     <!-- CH4 -->\r\n",
-       "     <defs>\r\n",
-       "      <path d=\"M 37.796875 64.3125 \r\n",
-       "L 12.890625 25.390625 \r\n",
-       "L 37.796875 25.390625 \r\n",
-       "z\r\n",
-       "M 35.203125 72.90625 \r\n",
-       "L 47.609375 72.90625 \r\n",
-       "L 47.609375 25.390625 \r\n",
-       "L 58.015625 25.390625 \r\n",
-       "L 58.015625 17.1875 \r\n",
-       "L 47.609375 17.1875 \r\n",
-       "L 47.609375 0 \r\n",
-       "L 37.796875 0 \r\n",
-       "L 37.796875 17.1875 \r\n",
-       "L 4.890625 17.1875 \r\n",
-       "L 4.890625 26.703125 \r\n",
-       "z\r\n",
-       "\" id=\"DejaVuSans-52\"/>\r\n",
-       "     </defs>\r\n",
-       "     <g transform=\"translate(517.8125 92.754687)scale(0.1 -0.1)\">\r\n",
+       "     <g transform=\"translate(502.207813 92.754687)scale(0.1 -0.1)\">\r\n",
        "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
        "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
        "      <use x=\"145.019531\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_109\">\r\n",
-       "     <path d=\"M 489.8125 103.932812 \r\n",
-       "L 509.8125 103.932812 \r\n",
+       "    <g id=\"line2d_70\">\r\n",
+       "     <path d=\"M 474.207813 103.932812 \r\n",
+       "L 494.207813 103.932812 \r\n",
        "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
        "    </g>\r\n",
-       "    <g id=\"line2d_110\">\r\n",
+       "    <g id=\"line2d_71\">\r\n",
        "     <g>\r\n",
-       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"499.8125\" xlink:href=\"#m1739e67430\" y=\"103.932812\"/>\r\n",
+       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"484.207813\" xlink:href=\"#m39a0ba066e\" y=\"103.932812\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "    <g id=\"text_12\">\r\n",
+       "    <g id=\"text_10\">\r\n",
        "     <!-- CO -->\r\n",
        "     <defs>\r\n",
        "      <path d=\"M 39.40625 66.21875 \r\n",
@@ -1764,22 +1545,79 @@
        "z\r\n",
        "\" id=\"DejaVuSans-79\"/>\r\n",
        "     </defs>\r\n",
-       "     <g transform=\"translate(517.8125 107.432812)scale(0.1 -0.1)\">\r\n",
+       "     <g transform=\"translate(502.207813 107.432812)scale(0.1 -0.1)\">\r\n",
        "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
        "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-79\"/>\r\n",
        "     </g>\r\n",
        "    </g>\r\n",
-       "   </g>\r\n",
-       "  </g>\r\n",
-       "  <g id=\"text_13\">\r\n",
-       "   <!-- Calibration plot for MQ-5 data -->\r\n",
-       "   <defs>\r\n",
-       "    <path d=\"M 9.421875 75.984375 \r\n",
+       "    <g id=\"line2d_72\">\r\n",
+       "     <path d=\"M 474.207813 118.610937 \r\n",
+       "L 494.207813 118.610937 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_73\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"484.207813\" xlink:href=\"#m227f24064f\" y=\"118.610937\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_11\">\r\n",
+       "     <!-- Alcohol -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 34.1875 63.1875 \r\n",
+       "L 20.796875 26.90625 \r\n",
+       "L 47.609375 26.90625 \r\n",
+       "z\r\n",
+       "M 28.609375 72.90625 \r\n",
+       "L 39.796875 72.90625 \r\n",
+       "L 67.578125 0 \r\n",
+       "L 57.328125 0 \r\n",
+       "L 50.6875 18.703125 \r\n",
+       "L 17.828125 18.703125 \r\n",
+       "L 11.1875 0 \r\n",
+       "L 0.78125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-65\"/>\r\n",
+       "      <path d=\"M 9.421875 75.984375 \r\n",
        "L 18.40625 75.984375 \r\n",
        "L 18.40625 0 \r\n",
        "L 9.421875 0 \r\n",
        "z\r\n",
        "\" id=\"DejaVuSans-108\"/>\r\n",
+       "      <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-104\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(502.207813 122.110937)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-65\"/>\r\n",
+       "      <use x=\"68.408203\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"96.191406\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"151.171875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"212.353516\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"275.732422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"336.914062\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"text_12\">\r\n",
+       "   <!-- Calibration plot for MQ-6 data -->\r\n",
+       "   <defs>\r\n",
        "    <path d=\"M 48.6875 27.296875 \r\n",
        "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
        "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
@@ -1883,30 +1721,36 @@
        "L 4.890625 23.390625 \r\n",
        "z\r\n",
        "\" id=\"DejaVuSans-45\"/>\r\n",
-       "    <path d=\"M 10.796875 72.90625 \r\n",
-       "L 49.515625 72.90625 \r\n",
-       "L 49.515625 64.59375 \r\n",
-       "L 19.828125 64.59375 \r\n",
-       "L 19.828125 46.734375 \r\n",
-       "Q 21.96875 47.46875 24.109375 47.828125 \r\n",
-       "Q 26.265625 48.1875 28.421875 48.1875 \r\n",
-       "Q 40.625 48.1875 47.75 41.5 \r\n",
-       "Q 54.890625 34.8125 54.890625 23.390625 \r\n",
-       "Q 54.890625 11.625 47.5625 5.09375 \r\n",
-       "Q 40.234375 -1.421875 26.90625 -1.421875 \r\n",
-       "Q 22.3125 -1.421875 17.546875 -0.640625 \r\n",
-       "Q 12.796875 0.140625 7.71875 1.703125 \r\n",
-       "L 7.71875 11.625 \r\n",
-       "Q 12.109375 9.234375 16.796875 8.0625 \r\n",
-       "Q 21.484375 6.890625 26.703125 6.890625 \r\n",
-       "Q 35.15625 6.890625 40.078125 11.328125 \r\n",
-       "Q 45.015625 15.765625 45.015625 23.390625 \r\n",
-       "Q 45.015625 31 40.078125 35.4375 \r\n",
-       "Q 35.15625 39.890625 26.703125 39.890625 \r\n",
-       "Q 22.75 39.890625 18.8125 39.015625 \r\n",
-       "Q 14.890625 38.140625 10.796875 36.28125 \r\n",
+       "    <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
        "z\r\n",
-       "\" id=\"DejaVuSans-53\"/>\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
        "    <path d=\"M 45.40625 46.390625 \r\n",
        "L 45.40625 75.984375 \r\n",
        "L 54.390625 75.984375 \r\n",
@@ -1959,7 +1803,7 @@
        "    <use x=\"968.603516\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
        "    <use x=\"1054.882812\" xlink:href=\"#DejaVuSans-81\"/>\r\n",
        "    <use x=\"1133.625\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
-       "    <use x=\"1169.708984\" xlink:href=\"#DejaVuSans-53\"/>\r\n",
+       "    <use x=\"1169.708984\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
        "    <use x=\"1233.332031\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
        "    <use x=\"1265.119141\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
        "    <use x=\"1328.595703\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
@@ -1969,7 +1813,7 @@
        "  </g>\r\n",
        " </g>\r\n",
        " <defs>\r\n",
-       "  <clipPath id=\"pd3a0ea0f5d\">\r\n",
+       "  <clipPath id=\"p3199b4e965\">\r\n",
        "   <rect height=\"298.98\" width=\"502.2\" x=\"45.478125\" y=\"46.8\"/>\r\n",
        "  </clipPath>\r\n",
        " </defs>\r\n",
@@ -2016,15 +1860,15 @@
     "\n",
     "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n",
     "\n",
-    "fig.suptitle('Calibration plot for MQ-5 data')\n",
+    "fig.suptitle('Calibration plot for MQ-6 data')\n",
     "ax.set_xlabel('PPM Concentration')\n",
     "ax.set_ylabel('Rs/Ro')\n",
     "\n",
     "\n",
     "#Save image\n",
-    "plt.savefig('MQ5.svg', format = 'svg', dpi = 1200)\n",
-    "plt.savefig('MQ5.png')\n",
-    "plt.savefig('MQ5.eps', format = 'eps', dpi = 1200)"
+    "plt.savefig('MQ6.svg', format = 'svg', dpi = 1200)\n",
+    "plt.savefig('MQ6.png')\n",
+    "plt.savefig('MQ6.eps', format = 'eps', dpi = 1200)"
    ]
   },
   {
diff --git a/Experiments/MQ7.eps b/Experiments/MQ7.eps
new file mode 100644
index 0000000..b039bb8
--- /dev/null
+++ b/Experiments/MQ7.eps
@@ -0,0 +1,3567 @@
+%!PS-Adobe-3.0 EPSF-3.0
+%%Title: MQ7.eps
+%%Creator: matplotlib version 3.0.3, http://matplotlib.org/
+%%CreationDate: Wed Jul  3 20:57:56 2019
+%%Orientation: portrait
+%%BoundingBox: -18 198 630 594
+%%EndComments
+%%BeginProlog
+/mpldict 8 dict def
+mpldict begin
+/m { moveto } bind def
+/l { lineto } bind def
+/r { rlineto } bind def
+/c { curveto } bind def
+/cl { closepath } bind def
+/box {
+m
+1 index 0 r
+0 exch r
+neg 0 r
+cl
+} bind def
+/clipbox {
+box
+clip
+newpath
+} bind def
+%!PS-Adobe-3.0 Resource-Font
+%%Title: DejaVu Sans
+%%Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain 
+%%Creator: Converted from TrueType to type 3 by PPR
+25 dict begin
+/_d{bind def}bind def
+/_m{moveto}_d
+/_l{lineto}_d
+/_cl{closepath eofill}_d
+/_c{curveto}_d
+/_sc{7 -1 roll{setcachedevice}{pop pop pop pop pop pop}ifelse}_d
+/_e{exec}_d
+/FontName /DejaVuSans def
+/PaintType 0 def
+/FontMatrix[.001 0 0 .001 0 0]def
+/FontBBox[-1021 -463 1793 1232]def
+/FontType 3 def
+/Encoding [ /space /hyphen /slash /zero /one /two /three /four /six /A /C /G /H /L /M /O /P /Q /R /a /b /c /d /e /f /h /i /l /n /o /p /r /s /t /minus ] def
+/FontInfo 10 dict dup begin
+/FamilyName (DejaVu Sans) def
+/FullName (DejaVu Sans) def
+/Notice (Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. Copyright (c) 2006 by Tavmjong Bah. All Rights Reserved. DejaVu changes are in public domain ) def
+/Weight (Book) def
+/Version (Version 2.35) def
+/ItalicAngle 0.0 def
+/isFixedPitch false def
+/UnderlinePosition -130 def
+/UnderlineThickness 90 def
+end readonly def
+/CharStrings 36 dict dup begin
+/.notdef 0 def
+/space{318 0 0 0 0 0 _sc
+}_d
+/hyphen{361 0 49 234 312 314 _sc
+49 314 _m
+312 314 _l
+312 234 _l
+49 234 _l
+49 314 _l
+_cl}_d
+/slash{337 0 0 -92 337 729 _sc
+254 729 _m
+337 729 _l
+83 -92 _l
+0 -92 _l
+254 729 _l
+_cl}_d
+/zero{636 0 66 -13 570 742 _sc
+318 664 _m
+267 664 229 639 203 589 _c
+177 539 165 464 165 364 _c
+165 264 177 189 203 139 _c
+229 89 267 64 318 64 _c
+369 64 407 89 433 139 _c
+458 189 471 264 471 364 _c
+471 464 458 539 433 589 _c
+407 639 369 664 318 664 _c
+318 742 _m
+399 742 461 709 505 645 _c
+548 580 570 486 570 364 _c
+570 241 548 147 505 83 _c
+461 19 399 -13 318 -13 _c
+236 -13 173 19 130 83 _c
+87 147 66 241 66 364 _c
+66 486 87 580 130 645 _c
+173 709 236 742 318 742 _c
+_cl}_d
+/one{636 0 110 0 544 729 _sc
+124 83 _m
+285 83 _l
+285 639 _l
+110 604 _l
+110 694 _l
+284 729 _l
+383 729 _l
+383 83 _l
+544 83 _l
+544 0 _l
+124 0 _l
+124 83 _l
+_cl}_d
+/two{{636 0 73 0 536 742 _sc
+192 83 _m
+536 83 _l
+536 0 _l
+73 0 _l
+73 83 _l
+110 121 161 173 226 239 _c
+290 304 331 346 348 365 _c
+380 400 402 430 414 455 _c
+426 479 433 504 433 528 _c
+433 566 419 598 392 622 _c
+365 646 330 659 286 659 _c
+255 659 222 653 188 643 _c
+154 632 117 616 78 594 _c
+78 694 _l
+118 710 155 722 189 730 _c
+223 738 255 742 284 742 _c
+}_e{359 742 419 723 464 685 _c
+509 647 532 597 532 534 _c
+532 504 526 475 515 449 _c
+504 422 484 390 454 354 _c
+446 344 420 317 376 272 _c
+332 227 271 164 192 83 _c
+_cl}_e}_d
+/three{{636 0 76 -13 556 742 _sc
+406 393 _m
+453 383 490 362 516 330 _c
+542 298 556 258 556 212 _c
+556 140 531 84 482 45 _c
+432 6 362 -13 271 -13 _c
+240 -13 208 -10 176 -4 _c
+144 1 110 10 76 22 _c
+76 117 _l
+103 101 133 89 166 81 _c
+198 73 232 69 268 69 _c
+330 69 377 81 409 105 _c
+441 129 458 165 458 212 _c
+458 254 443 288 413 312 _c
+383 336 341 349 287 349 _c
+}_e{202 349 _l
+202 430 _l
+291 430 _l
+339 430 376 439 402 459 _c
+428 478 441 506 441 543 _c
+441 580 427 609 401 629 _c
+374 649 336 659 287 659 _c
+260 659 231 656 200 650 _c
+169 644 135 635 98 623 _c
+98 711 _l
+135 721 170 729 203 734 _c
+235 739 266 742 296 742 _c
+370 742 429 725 473 691 _c
+517 657 539 611 539 553 _c
+539 513 527 479 504 451 _c
+481 423 448 403 406 393 _c
+_cl}_e}_d
+/four{636 0 49 0 580 729 _sc
+378 643 _m
+129 254 _l
+378 254 _l
+378 643 _l
+352 729 _m
+476 729 _l
+476 254 _l
+580 254 _l
+580 172 _l
+476 172 _l
+476 0 _l
+378 0 _l
+378 172 _l
+49 172 _l
+49 267 _l
+352 729 _l
+_cl}_d
+/six{{636 0 70 -13 573 742 _sc
+330 404 _m
+286 404 251 388 225 358 _c
+199 328 186 286 186 234 _c
+186 181 199 139 225 109 _c
+251 79 286 64 330 64 _c
+374 64 409 79 435 109 _c
+461 139 474 181 474 234 _c
+474 286 461 328 435 358 _c
+409 388 374 404 330 404 _c
+526 713 _m
+526 623 _l
+501 635 476 644 451 650 _c
+425 656 400 659 376 659 _c
+310 659 260 637 226 593 _c
+}_e{192 549 172 482 168 394 _c
+187 422 211 444 240 459 _c
+269 474 301 482 336 482 _c
+409 482 467 459 509 415 _c
+551 371 573 310 573 234 _c
+573 159 550 99 506 54 _c
+462 9 403 -13 330 -13 _c
+246 -13 181 19 137 83 _c
+92 147 70 241 70 364 _c
+70 479 97 571 152 639 _c
+206 707 280 742 372 742 _c
+396 742 421 739 447 735 _c
+472 730 498 723 526 713 _c
+_cl}_e}_d
+/A{684 0 8 0 676 729 _sc
+342 632 _m
+208 269 _l
+476 269 _l
+342 632 _l
+286 729 _m
+398 729 _l
+676 0 _l
+573 0 _l
+507 187 _l
+178 187 _l
+112 0 _l
+8 0 _l
+286 729 _l
+_cl}_d
+/C{{698 0 56 -13 644 742 _sc
+644 673 _m
+644 569 _l
+610 599 575 622 537 638 _c
+499 653 460 661 418 661 _c
+334 661 270 635 226 584 _c
+182 533 160 460 160 364 _c
+160 268 182 194 226 143 _c
+270 92 334 67 418 67 _c
+460 67 499 74 537 90 _c
+575 105 610 128 644 159 _c
+644 56 _l
+609 32 572 15 534 4 _c
+496 -7 455 -13 412 -13 _c
+302 -13 215 20 151 87 _c
+}_e{87 154 56 246 56 364 _c
+56 481 87 573 151 641 _c
+215 708 302 742 412 742 _c
+456 742 497 736 535 725 _c
+573 713 610 696 644 673 _c
+_cl}_e}_d
+/G{{775 0 56 -13 693 742 _sc
+595 104 _m
+595 300 _l
+434 300 _l
+434 381 _l
+693 381 _l
+693 68 _l
+655 40 613 20 567 7 _c
+521 -6 472 -13 420 -13 _c
+306 -13 216 20 152 86 _c
+88 152 56 245 56 364 _c
+56 482 88 575 152 642 _c
+216 708 306 742 420 742 _c
+467 742 512 736 555 724 _c
+598 712 638 695 674 673 _c
+674 568 _l
+637 598 598 621 557 637 _c
+516 653 473 661 428 661 _c
+}_e{338 661 271 636 227 586 _c
+182 536 160 462 160 364 _c
+160 265 182 191 227 141 _c
+271 91 338 67 428 67 _c
+462 67 493 70 521 76 _c
+549 82 573 91 595 104 _c
+_cl}_e}_d
+/H{752 0 98 0 654 729 _sc
+98 729 _m
+197 729 _l
+197 430 _l
+555 430 _l
+555 729 _l
+654 729 _l
+654 0 _l
+555 0 _l
+555 347 _l
+197 347 _l
+197 0 _l
+98 0 _l
+98 729 _l
+_cl}_d
+/L{557 0 98 0 552 729 _sc
+98 729 _m
+197 729 _l
+197 83 _l
+552 83 _l
+552 0 _l
+98 0 _l
+98 729 _l
+_cl}_d
+/M{863 0 98 0 765 729 _sc
+98 729 _m
+245 729 _l
+431 233 _l
+618 729 _l
+765 729 _l
+765 0 _l
+669 0 _l
+669 640 _l
+481 140 _l
+382 140 _l
+194 640 _l
+194 0 _l
+98 0 _l
+98 729 _l
+_cl}_d
+/O{787 0 56 -13 731 742 _sc
+394 662 _m
+322 662 265 635 223 582 _c
+181 528 160 456 160 364 _c
+160 272 181 199 223 146 _c
+265 92 322 66 394 66 _c
+465 66 522 92 564 146 _c
+606 199 627 272 627 364 _c
+627 456 606 528 564 582 _c
+522 635 465 662 394 662 _c
+394 742 _m
+496 742 577 707 639 639 _c
+700 571 731 479 731 364 _c
+731 248 700 157 639 89 _c
+577 21 496 -13 394 -13 _c
+291 -13 209 21 148 89 _c
+86 157 56 248 56 364 _c
+56 479 86 571 148 639 _c
+209 707 291 742 394 742 _c
+_cl}_d
+/P{603 0 98 0 569 729 _sc
+197 648 _m
+197 374 _l
+321 374 _l
+367 374 402 385 427 409 _c
+452 433 465 467 465 511 _c
+465 555 452 588 427 612 _c
+402 636 367 648 321 648 _c
+197 648 _l
+98 729 _m
+321 729 _l
+402 729 464 710 506 673 _c
+548 636 569 582 569 511 _c
+569 439 548 384 506 348 _c
+464 311 402 293 321 293 _c
+197 293 _l
+197 0 _l
+98 0 _l
+98 729 _l
+_cl}_d
+/Q{{787 0 56 -128 731 742 _sc
+394 662 _m
+322 662 265 635 223 582 _c
+181 528 160 456 160 364 _c
+160 272 181 199 223 146 _c
+265 92 322 66 394 66 _c
+465 66 522 92 564 146 _c
+606 199 627 272 627 364 _c
+627 456 606 528 564 582 _c
+522 635 465 662 394 662 _c
+532 13 _m
+662 -128 _l
+543 -128 _l
+435 -11 _l
+424 -11 416 -12 410 -12 _c
+404 -12 399 -13 394 -13 _c
+291 -13 209 21 148 89 _c
+}_e{86 157 56 248 56 364 _c
+56 479 86 571 148 639 _c
+209 707 291 742 394 742 _c
+496 742 577 707 639 639 _c
+700 571 731 479 731 364 _c
+731 279 714 206 680 146 _c
+646 86 596 41 532 13 _c
+_cl}_e}_d
+/R{{695 0 98 0 666 729 _sc
+444 342 _m
+465 334 486 319 506 296 _c
+526 272 546 240 566 199 _c
+666 0 _l
+560 0 _l
+467 187 _l
+443 235 419 268 397 284 _c
+374 300 343 308 304 308 _c
+197 308 _l
+197 0 _l
+98 0 _l
+98 729 _l
+321 729 _l
+404 729 466 711 507 677 _c
+548 642 569 589 569 519 _c
+569 473 558 434 537 404 _c
+515 374 484 353 444 342 _c
+197 648 _m
+197 389 _l
+321 389 _l
+}_e{368 389 404 400 428 422 _c
+452 444 465 476 465 519 _c
+465 561 452 593 428 615 _c
+404 637 368 648 321 648 _c
+197 648 _l
+_cl}_e}_d
+/a{{613 0 60 -13 522 560 _sc
+343 275 _m
+270 275 220 266 192 250 _c
+164 233 150 205 150 165 _c
+150 133 160 107 181 89 _c
+202 70 231 61 267 61 _c
+317 61 357 78 387 114 _c
+417 149 432 196 432 255 _c
+432 275 _l
+343 275 _l
+522 312 _m
+522 0 _l
+432 0 _l
+432 83 _l
+411 49 385 25 355 10 _c
+325 -5 287 -13 243 -13 _c
+187 -13 142 2 109 33 _c
+76 64 60 106 60 159 _c
+}_e{60 220 80 266 122 298 _c
+163 329 224 345 306 345 _c
+432 345 _l
+432 354 _l
+432 395 418 427 391 450 _c
+364 472 326 484 277 484 _c
+245 484 215 480 185 472 _c
+155 464 127 453 100 439 _c
+100 522 _l
+132 534 164 544 195 550 _c
+226 556 256 560 286 560 _c
+365 560 424 539 463 498 _c
+502 457 522 395 522 312 _c
+_cl}_e}_d
+/b{{635 0 91 -13 580 760 _sc
+487 273 _m
+487 339 473 390 446 428 _c
+418 466 381 485 334 485 _c
+286 485 249 466 222 428 _c
+194 390 181 339 181 273 _c
+181 207 194 155 222 117 _c
+249 79 286 61 334 61 _c
+381 61 418 79 446 117 _c
+473 155 487 207 487 273 _c
+181 464 _m
+199 496 223 520 252 536 _c
+281 552 316 560 356 560 _c
+422 560 476 533 518 481 _c
+559 428 580 359 580 273 _c
+}_e{580 187 559 117 518 65 _c
+476 13 422 -13 356 -13 _c
+316 -13 281 -5 252 10 _c
+223 25 199 49 181 82 _c
+181 0 _l
+91 0 _l
+91 760 _l
+181 760 _l
+181 464 _l
+_cl}_e}_d
+/c{{550 0 55 -13 488 560 _sc
+488 526 _m
+488 442 _l
+462 456 437 466 411 473 _c
+385 480 360 484 334 484 _c
+276 484 230 465 198 428 _c
+166 391 150 339 150 273 _c
+150 206 166 154 198 117 _c
+230 80 276 62 334 62 _c
+360 62 385 65 411 72 _c
+437 79 462 90 488 104 _c
+488 21 _l
+462 9 436 0 410 -5 _c
+383 -10 354 -13 324 -13 _c
+242 -13 176 12 128 64 _c
+}_e{79 115 55 185 55 273 _c
+55 362 79 432 128 483 _c
+177 534 244 560 330 560 _c
+358 560 385 557 411 551 _c
+437 545 463 537 488 526 _c
+_cl}_e}_d
+/d{{635 0 55 -13 544 760 _sc
+454 464 _m
+454 760 _l
+544 760 _l
+544 0 _l
+454 0 _l
+454 82 _l
+435 49 411 25 382 10 _c
+353 -5 319 -13 279 -13 _c
+213 -13 159 13 117 65 _c
+75 117 55 187 55 273 _c
+55 359 75 428 117 481 _c
+159 533 213 560 279 560 _c
+319 560 353 552 382 536 _c
+411 520 435 496 454 464 _c
+148 273 _m
+148 207 161 155 188 117 _c
+215 79 253 61 301 61 _c
+}_e{348 61 385 79 413 117 _c
+440 155 454 207 454 273 _c
+454 339 440 390 413 428 _c
+385 466 348 485 301 485 _c
+253 485 215 466 188 428 _c
+161 390 148 339 148 273 _c
+_cl}_e}_d
+/e{{615 0 55 -13 562 560 _sc
+562 296 _m
+562 252 _l
+149 252 _l
+153 190 171 142 205 110 _c
+238 78 284 62 344 62 _c
+378 62 412 66 444 74 _c
+476 82 509 95 541 113 _c
+541 28 _l
+509 14 476 3 442 -3 _c
+408 -9 373 -13 339 -13 _c
+251 -13 182 12 131 62 _c
+80 112 55 181 55 268 _c
+55 357 79 428 127 481 _c
+175 533 241 560 323 560 _c
+397 560 455 536 498 489 _c
+}_e{540 441 562 377 562 296 _c
+472 322 _m
+471 371 457 410 431 440 _c
+404 469 368 484 324 484 _c
+274 484 234 469 204 441 _c
+174 413 156 373 152 322 _c
+472 322 _l
+_cl}_e}_d
+/f{352 0 23 0 371 760 _sc
+371 760 _m
+371 685 _l
+285 685 _l
+253 685 230 678 218 665 _c
+205 652 199 629 199 595 _c
+199 547 _l
+347 547 _l
+347 477 _l
+199 477 _l
+199 0 _l
+109 0 _l
+109 477 _l
+23 477 _l
+23 547 _l
+109 547 _l
+109 585 _l
+109 645 123 690 151 718 _c
+179 746 224 760 286 760 _c
+371 760 _l
+_cl}_d
+/h{634 0 91 0 549 760 _sc
+549 330 _m
+549 0 _l
+459 0 _l
+459 327 _l
+459 379 448 417 428 443 _c
+408 469 378 482 338 482 _c
+289 482 251 466 223 435 _c
+195 404 181 362 181 309 _c
+181 0 _l
+91 0 _l
+91 760 _l
+181 760 _l
+181 462 _l
+202 494 227 519 257 535 _c
+286 551 320 560 358 560 _c
+420 560 468 540 500 501 _c
+532 462 549 405 549 330 _c
+_cl}_d
+/i{278 0 94 0 184 760 _sc
+94 547 _m
+184 547 _l
+184 0 _l
+94 0 _l
+94 547 _l
+94 760 _m
+184 760 _l
+184 646 _l
+94 646 _l
+94 760 _l
+_cl}_d
+/l{278 0 94 0 184 760 _sc
+94 760 _m
+184 760 _l
+184 0 _l
+94 0 _l
+94 760 _l
+_cl}_d
+/n{634 0 91 0 549 560 _sc
+549 330 _m
+549 0 _l
+459 0 _l
+459 327 _l
+459 379 448 417 428 443 _c
+408 469 378 482 338 482 _c
+289 482 251 466 223 435 _c
+195 404 181 362 181 309 _c
+181 0 _l
+91 0 _l
+91 547 _l
+181 547 _l
+181 462 _l
+202 494 227 519 257 535 _c
+286 551 320 560 358 560 _c
+420 560 468 540 500 501 _c
+532 462 549 405 549 330 _c
+_cl}_d
+/o{612 0 55 -13 557 560 _sc
+306 484 _m
+258 484 220 465 192 427 _c
+164 389 150 338 150 273 _c
+150 207 163 156 191 118 _c
+219 80 257 62 306 62 _c
+354 62 392 80 420 118 _c
+448 156 462 207 462 273 _c
+462 337 448 389 420 427 _c
+392 465 354 484 306 484 _c
+306 560 _m
+384 560 445 534 490 484 _c
+534 433 557 363 557 273 _c
+557 183 534 113 490 63 _c
+445 12 384 -13 306 -13 _c
+227 -13 165 12 121 63 _c
+77 113 55 183 55 273 _c
+55 363 77 433 121 484 _c
+165 534 227 560 306 560 _c
+_cl}_d
+/p{{635 0 91 -207 580 560 _sc
+181 82 _m
+181 -207 _l
+91 -207 _l
+91 547 _l
+181 547 _l
+181 464 _l
+199 496 223 520 252 536 _c
+281 552 316 560 356 560 _c
+422 560 476 533 518 481 _c
+559 428 580 359 580 273 _c
+580 187 559 117 518 65 _c
+476 13 422 -13 356 -13 _c
+316 -13 281 -5 252 10 _c
+223 25 199 49 181 82 _c
+487 273 _m
+487 339 473 390 446 428 _c
+418 466 381 485 334 485 _c
+}_e{286 485 249 466 222 428 _c
+194 390 181 339 181 273 _c
+181 207 194 155 222 117 _c
+249 79 286 61 334 61 _c
+381 61 418 79 446 117 _c
+473 155 487 207 487 273 _c
+_cl}_e}_d
+/r{411 0 91 0 411 560 _sc
+411 463 _m
+401 469 390 473 378 476 _c
+366 478 353 480 339 480 _c
+288 480 249 463 222 430 _c
+194 397 181 350 181 288 _c
+181 0 _l
+91 0 _l
+91 547 _l
+181 547 _l
+181 462 _l
+199 495 224 520 254 536 _c
+284 552 321 560 365 560 _c
+371 560 378 559 386 559 _c
+393 558 401 557 411 555 _c
+411 463 _l
+_cl}_d
+/s{{521 0 54 -13 472 560 _sc
+443 531 _m
+443 446 _l
+417 458 391 468 364 475 _c
+336 481 308 485 279 485 _c
+234 485 200 478 178 464 _c
+156 450 145 430 145 403 _c
+145 382 153 366 169 354 _c
+185 342 217 330 265 320 _c
+296 313 _l
+360 299 405 279 432 255 _c
+458 230 472 195 472 151 _c
+472 100 452 60 412 31 _c
+372 1 316 -13 246 -13 _c
+216 -13 186 -10 154 -5 _c
+}_e{122 0 89 8 54 20 _c
+54 113 _l
+87 95 120 82 152 74 _c
+184 65 216 61 248 61 _c
+290 61 323 68 346 82 _c
+368 96 380 117 380 144 _c
+380 168 371 187 355 200 _c
+339 213 303 226 247 238 _c
+216 245 _l
+160 257 119 275 95 299 _c
+70 323 58 356 58 399 _c
+58 450 76 490 112 518 _c
+148 546 200 560 268 560 _c
+301 560 332 557 362 552 _c
+391 547 418 540 443 531 _c
+}_e{_cl}_e}_d
+/t{392 0 27 0 368 702 _sc
+183 702 _m
+183 547 _l
+368 547 _l
+368 477 _l
+183 477 _l
+183 180 _l
+183 135 189 106 201 94 _c
+213 81 238 75 276 75 _c
+368 75 _l
+368 0 _l
+276 0 _l
+206 0 158 13 132 39 _c
+106 65 93 112 93 180 _c
+93 477 _l
+27 477 _l
+27 547 _l
+93 547 _l
+93 702 _l
+183 702 _l
+_cl}_d
+/minus{838 0 106 272 732 355 _sc
+106 355 _m
+732 355 _l
+732 272 _l
+106 272 _l
+106 355 _l
+_cl}_d
+end readonly def
+
+/BuildGlyph
+ {exch begin
+ CharStrings exch
+ 2 copy known not{pop /.notdef}if
+ true 3 1 roll get exec
+ end}_d
+
+/BuildChar {
+ 1 index /Encoding get exch get
+ 1 index /BuildGlyph get exec
+}_d
+
+FontName currentdict end definefont pop
+end
+%%EndProlog
+mpldict begin
+-18 198 translate
+648 396 0 0 clipbox
+gsave
+0 0 m
+648 0 l
+648 396 l
+0 396 l
+cl
+1.000 setgray
+fill
+grestore
+gsave
+81 49.5 m
+583.2 49.5 l
+583.2 348.48 l
+81 348.48 l
+cl
+1.000 setgray
+fill
+grestore
+0.800 setlinewidth
+1 setlinejoin
+0 setlinecap
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -3.5 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+203.286 49.5 o
+grestore
+gsave
+194.286318 33.578125 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.976562 moveto
+/one glyphshow
+
+6.362305 0.976562 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 4.804688 moveto
+/two glyphshow
+
+
+grestore
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -3.5 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+385.384 49.5 o
+grestore
+gsave
+376.383992 33.578125 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.976562 moveto
+/one glyphshow
+
+6.362305 0.976562 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 4.804688 moveto
+/three glyphshow
+
+
+grestore
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -3.5 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+567.482 49.5 o
+grestore
+gsave
+558.481666 34.578125 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.064063 moveto
+/one glyphshow
+
+6.362305 0.064063 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 3.892188 moveto
+/four glyphshow
+
+
+grestore
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+108.071315 49.5 m
+108.071315 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+108.071 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+130.822368 49.5 m
+130.822368 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+130.822 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+148.469456 49.5 m
+148.469456 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+148.469 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+162.888177 49.5 m
+162.888177 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+162.888 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+175.079031 49.5 m
+175.079031 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+175.079 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+185.63923 49.5 m
+185.63923 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+185.639 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+194.953985 49.5 m
+194.953985 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+194.954 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+258.10318 49.5 m
+258.10318 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+258.103 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+290.168988 49.5 m
+290.168988 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+290.169 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+312.920042 49.5 m
+312.920042 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+312.92 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+330.56713 49.5 m
+330.56713 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+330.567 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+344.98585 49.5 m
+344.98585 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+344.986 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+357.176705 49.5 m
+357.176705 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+357.177 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+367.736904 49.5 m
+367.736904 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+367.737 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+377.051659 49.5 m
+377.051659 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+377.052 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+440.200854 49.5 m
+440.200854 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+440.201 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+472.266662 49.5 m
+472.266662 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+472.267 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+495.017716 49.5 m
+495.017716 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+495.018 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+512.664804 49.5 m
+512.664804 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+512.665 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+527.083524 49.5 m
+527.083524 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+527.084 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+539.274379 49.5 m
+539.274379 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+539.274 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+549.834578 49.5 m
+549.834578 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+549.835 49.5 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+559.149333 49.5 m
+559.149333 348.48 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+0 -2 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+559.149 49.5 o
+grestore
+/DejaVuSans findfont
+10.000 scalefont
+setfont
+gsave
+284.771875 19.906250 translate
+0.000000 rotate
+0.000000 0.000000 m /P glyphshow
+6.030273 0.000000 m /P glyphshow
+12.060547 0.000000 m /M glyphshow
+20.688477 0.000000 m /space glyphshow
+23.867188 0.000000 m /C glyphshow
+30.849609 0.000000 m /o glyphshow
+36.967773 0.000000 m /n glyphshow
+43.305664 0.000000 m /c glyphshow
+48.803711 0.000000 m /e glyphshow
+54.956055 0.000000 m /n glyphshow
+61.293945 0.000000 m /t glyphshow
+65.214844 0.000000 m /r glyphshow
+69.326172 0.000000 m /a glyphshow
+75.454102 0.000000 m /t glyphshow
+79.375000 0.000000 m /i glyphshow
+82.153320 0.000000 m /o glyphshow
+88.271484 0.000000 m /n glyphshow
+grestore
+0.800 setlinewidth
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-3.5 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 114.45 o
+grestore
+gsave
+50.000000 110.489319 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.064063 moveto
+/one glyphshow
+
+6.362305 0.064063 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 3.892188 moveto
+/minus glyphshow
+
+18.685547 3.892188 moveto
+/one glyphshow
+
+
+grestore
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-3.5 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 187.93 o
+grestore
+gsave
+56.000000 183.469233 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.976562 moveto
+/one glyphshow
+
+6.362305 0.976562 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 4.804688 moveto
+/zero glyphshow
+
+
+grestore
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-3.5 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 261.41 o
+grestore
+gsave
+56.000000 257.449148 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.064063 moveto
+/one glyphshow
+
+6.362305 0.064063 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 3.892188 moveto
+/one glyphshow
+
+
+grestore
+gsave
+/o {
+gsave
+newpath
+translate
+0.8 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-3.5 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 334.89 o
+grestore
+gsave
+56.000000 330.429062 translate
+0.000000 rotate
+/DejaVuSans findfont
+10.0 scalefont
+setfont
+0.000000 0.976562 moveto
+/one glyphshow
+
+6.362305 0.976562 moveto
+/zero glyphshow
+
+/DejaVuSans findfont
+7.0 scalefont
+setfont
+12.820312 4.804688 moveto
+/two glyphshow
+
+
+grestore
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 63.09 m
+583.2 63.09 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 63.09 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 76.029171 m
+583.2 76.029171 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 76.0292 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 85.209658 m
+583.2 85.209658 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 85.2097 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 92.330598 m
+583.2 92.330598 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 92.3306 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 98.148829 m
+583.2 98.148829 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 98.1488 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 103.068073 m
+583.2 103.068073 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 103.068 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 107.329317 m
+583.2 107.329317 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 107.329 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 111.088 m
+583.2 111.088 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 111.088 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 136.569915 m
+583.2 136.569915 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 136.57 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 149.509085 m
+583.2 149.509085 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 149.509 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 158.689573 m
+583.2 158.689573 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 158.69 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 165.810512 m
+583.2 165.810512 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 165.811 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 171.628744 m
+583.2 171.628744 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 171.629 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 176.547988 m
+583.2 176.547988 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 176.548 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 180.809231 m
+583.2 180.809231 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 180.809 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 184.567914 m
+583.2 184.567914 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 184.568 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 210.049829 m
+583.2 210.049829 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 210.05 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 222.989 m
+583.2 222.989 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 222.989 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 232.169488 m
+583.2 232.169488 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 232.169 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 239.290427 m
+583.2 239.290427 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 239.29 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 245.108658 m
+583.2 245.108658 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 245.109 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 250.027903 m
+583.2 250.027903 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 250.028 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 254.289146 m
+583.2 254.289146 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 254.289 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 258.047829 m
+583.2 258.047829 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 258.048 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 283.529744 m
+583.2 283.529744 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 283.53 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 296.468914 m
+583.2 296.468914 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 296.469 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 305.649402 m
+583.2 305.649402 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 305.649 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 312.770342 m
+583.2 312.770342 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 312.77 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 318.588573 m
+583.2 318.588573 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 318.589 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 323.507817 m
+583.2 323.507817 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 323.508 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 327.769061 m
+583.2 327.769061 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 327.769 o
+grestore
+0.800 setlinewidth
+[2.96 1.28] 0 setdash
+0.827 setgray
+gsave
+502.2 299 81 49.5 clipbox
+81 331.527744 m
+583.2 331.527744 l
+stroke
+grestore
+0.600 setlinewidth
+[] 0 setdash
+0.000 setgray
+gsave
+/o {
+gsave
+newpath
+translate
+0.6 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 0 m
+-2 0 l
+
+gsave
+0.000 setgray
+fill
+grestore
+stroke
+grestore
+} bind def
+81 331.528 o
+grestore
+gsave
+43.921875 184.677500 translate
+90.000000 rotate
+0.000000 0.000000 m /R glyphshow
+6.948242 0.000000 m /s glyphshow
+12.158203 0.000000 m /slash glyphshow
+15.527344 0.000000 m /R glyphshow
+22.475586 0.000000 m /o glyphshow
+grestore
+1.000 setlinewidth
+2 setlinecap
+0.122 0.467 0.706 setrgbcolor
+gsave
+502.2 299 81 49.5 clipbox
+476.130148 63.09 m
+474.981647 76.029171 l
+473.816221 85.209658 l
+472.633363 92.330598 l
+471.432544 98.148829 l
+470.213211 103.068073 l
+468.974783 107.329317 l
+467.716652 111.088 l
+466.438182 114.450256 l
+452.369174 136.569915 l
+435.243773 149.509085 l
+413.354621 158.689573 l
+382.984938 165.810512 l
+333.048536 171.628744 l
+165.167284 176.547988 l
+-1 176.55187 l
+stroke
+grestore
+0 setlinecap
+gsave
+502.2 299 81 49.5 clipbox
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.122 0.467 0.706 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+476.13 63.09 o
+474.982 76.0292 o
+473.816 85.2097 o
+472.633 92.3306 o
+471.433 98.1488 o
+470.213 103.068 o
+468.975 107.329 o
+467.717 111.088 o
+466.438 114.45 o
+452.369 136.57 o
+435.244 149.509 o
+413.355 158.69 o
+382.985 165.811 o
+333.049 171.629 o
+165.167 176.548 o
+-1 176.552 o
+grestore
+2 setlinecap
+1.000 0.498 0.055 setrgbcolor
+gsave
+502.2 299 81 49.5 clipbox
+560.372727 63.09 m
+560.270694 76.029171 l
+560.16853 85.209658 l
+560.066233 92.330598 l
+559.963803 98.148829 l
+559.861241 103.068073 l
+559.758546 107.329317 l
+559.655717 111.088 l
+559.552754 114.450256 l
+558.515686 136.569915 l
+557.464837 149.509085 l
+556.399836 158.689573 l
+555.320297 165.810512 l
+554.225818 171.628744 l
+553.115979 176.547988 l
+551.990343 180.809231 l
+550.848453 184.567914 l
+549.689834 187.930171 l
+537.06172 210.049829 l
+522.026744 222.989 l
+503.446176 232.169488 l
+479.11441 239.290427 l
+443.789114 245.108658 l
+378.300809 250.027903 l
+-1 250.036752 l
+stroke
+grestore
+0 setlinecap
+gsave
+502.2 299 81 49.5 clipbox
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+1.000 0.498 0.055 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+560.373 63.09 o
+560.271 76.0292 o
+560.169 85.2097 o
+560.066 92.3306 o
+559.964 98.1488 o
+559.861 103.068 o
+559.759 107.329 o
+559.656 111.088 o
+559.553 114.45 o
+558.516 136.57 o
+557.465 149.509 o
+556.4 158.69 o
+555.32 165.811 o
+554.226 171.629 o
+553.116 176.548 o
+551.99 180.809 o
+550.848 184.568 o
+549.69 187.93 o
+537.062 210.05 o
+522.027 222.989 o
+503.446 232.169 o
+479.114 239.29 o
+443.789 245.109 o
+378.301 250.028 o
+-1 250.037 o
+grestore
+2 setlinecap
+0.173 0.627 0.173 setrgbcolor
+gsave
+502.2 299 81 49.5 clipbox
+541.771862 63.09 m
+541.732545 76.029171 l
+541.693208 85.209658 l
+541.653852 92.330598 l
+541.614476 98.148829 l
+541.57508 103.068073 l
+541.535665 107.329317 l
+541.49623 111.088 l
+541.456775 114.450256 l
+541.061142 136.569915 l
+540.66352 149.509085 l
+540.263889 158.689573 l
+539.862228 165.810512 l
+539.458517 171.628744 l
+539.052734 176.547988 l
+538.644859 180.809231 l
+538.234869 184.567914 l
+537.822742 187.930171 l
+533.578858 210.049829 l
+529.094256 222.989 l
+524.339977 232.169488 l
+519.281502 239.290427 l
+513.877225 245.108658 l
+508.076377 250.027903 l
+501.816113 254.289146 l
+495.017356 258.047829 l
+487.578674 261.410085 l
+148.498208 283.529744 l
+-1 283.540349 l
+stroke
+grestore
+0 setlinecap
+gsave
+502.2 299 81 49.5 clipbox
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.173 0.627 0.173 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+541.772 63.09 o
+541.733 76.0292 o
+541.693 85.2097 o
+541.654 92.3306 o
+541.614 98.1488 o
+541.575 103.068 o
+541.536 107.329 o
+541.496 111.088 o
+541.457 114.45 o
+541.061 136.57 o
+540.664 149.509 o
+540.264 158.69 o
+539.862 165.811 o
+539.459 171.629 o
+539.053 176.548 o
+538.645 180.809 o
+538.235 184.568 o
+537.823 187.93 o
+533.579 210.05 o
+529.094 222.989 o
+524.34 232.169 o
+519.282 239.29 o
+513.877 245.109 o
+508.076 250.028 o
+501.816 254.289 o
+495.017 258.048 o
+487.579 261.41 o
+148.498 283.53 o
+-1 283.54 o
+grestore
+2 setlinecap
+0.839 0.153 0.157 setrgbcolor
+gsave
+502.2 299 81 49.5 clipbox
+458.221993 63.09 m
+457.328455 76.029171 l
+456.424705 85.209658 l
+455.510508 92.330598 l
+454.58562 98.148829 l
+453.649787 103.068073 l
+452.702746 107.329317 l
+451.744228 111.088 l
+450.773949 114.450256 l
+440.354137 136.569915 l
+428.350079 149.509085 l
+414.192133 158.689573 l
+396.934603 165.810512 l
+374.828579 171.628744 l
+344.037256 176.547988 l
+292.925065 180.809231 l
+103.827273 184.567914 l
+-1 184.569847 l
+stroke
+grestore
+0 setlinecap
+gsave
+502.2 299 81 49.5 clipbox
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.839 0.153 0.157 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+458.222 63.09 o
+457.328 76.0292 o
+456.425 85.2097 o
+455.511 92.3306 o
+454.586 98.1488 o
+453.65 103.068 o
+452.703 107.329 o
+451.744 111.088 o
+450.774 114.45 o
+440.354 136.57 o
+428.35 149.509 o
+414.192 158.69 o
+396.935 165.811 o
+374.829 171.629 o
+344.037 176.548 o
+292.925 180.809 o
+103.827 184.568 o
+-1 184.57 o
+grestore
+2 setlinecap
+0.580 0.404 0.741 setrgbcolor
+gsave
+502.2 299 81 49.5 clipbox
+549.259529 63.09 m
+549.220187 76.029171 l
+549.180825 85.209658 l
+549.141444 92.330598 l
+549.102043 98.148829 l
+549.062623 103.068073 l
+549.023182 107.329317 l
+548.983723 111.088 l
+548.944243 114.450256 l
+548.54836 136.569915 l
+548.150485 149.509085 l
+547.750598 158.689573 l
+547.348678 165.810512 l
+546.944706 171.628744 l
+546.538659 176.547988 l
+546.130517 180.809231 l
+545.720258 184.567914 l
+545.307859 187.930171 l
+541.06109 210.049829 l
+536.573266 222.989 l
+531.815366 232.169488 l
+526.75279 239.290427 l
+521.343832 245.108658 l
+515.53759 250.027903 l
+509.271044 254.289146 l
+502.464876 258.047829 l
+495.01732 261.410085 l
+148.501083 283.529744 l
+-1 283.540349 l
+stroke
+grestore
+0 setlinecap
+gsave
+502.2 299 81 49.5 clipbox
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.580 0.404 0.741 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+549.26 63.09 o
+549.22 76.0292 o
+549.181 85.2097 o
+549.141 92.3306 o
+549.102 98.1488 o
+549.063 103.068 o
+549.023 107.329 o
+548.984 111.088 o
+548.944 114.45 o
+548.548 136.57 o
+548.15 149.509 o
+547.751 158.69 o
+547.349 165.811 o
+546.945 171.629 o
+546.539 176.548 o
+546.131 180.809 o
+545.72 184.568 o
+545.308 187.93 o
+541.061 210.05 o
+536.573 222.989 o
+531.815 232.169 o
+526.753 239.29 o
+521.344 245.109 o
+515.538 250.028 o
+509.271 254.289 o
+502.465 258.048 o
+495.017 261.41 o
+148.501 283.53 o
+-1 283.54 o
+grestore
+0.800 setlinewidth
+0 setlinejoin
+2 setlinecap
+[] 0 setdash
+0.000 setgray
+gsave
+81 49.5 m
+81 348.48 l
+stroke
+grestore
+gsave
+583.2 49.5 m
+583.2 348.48 l
+stroke
+grestore
+gsave
+81 49.5 m
+583.2 49.5 l
+stroke
+grestore
+gsave
+81 348.48 m
+583.2 348.48 l
+stroke
+grestore
+1.000 setlinewidth
+0 setlinecap
+0.800 setgray
+gsave
+507.7 267.120625 m
+576.2 267.120625 l
+577.533333 267.120625 578.2 267.787292 578.2 269.120625 c
+578.2 341.48 l
+578.2 342.813333 577.533333 343.48 576.2 343.48 c
+507.7 343.48 l
+506.366667 343.48 505.7 342.813333 505.7 341.48 c
+505.7 269.120625 l
+505.7 267.787292 506.366667 267.120625 507.7 267.120625 c
+cl
+gsave
+1.000 setgray
+fill
+grestore
+stroke
+grestore
+1 setlinejoin
+2 setlinecap
+[] 0 setdash
+0.122 0.467 0.706 setrgbcolor
+gsave
+509.7 335.38625 m
+529.7 335.38625 l
+stroke
+grestore
+0 setlinecap
+gsave
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.122 0.467 0.706 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+519.7 335.386 o
+grestore
+0.000 setgray
+gsave
+537.700000 331.886250 translate
+0.000000 rotate
+0.000000 0.000000 m /H glyphshow
+7.519531 0.000000 m /two glyphshow
+grestore
+2 setlinecap
+1.000 0.498 0.055 setrgbcolor
+gsave
+509.7 320.714375 m
+529.7 320.714375 l
+stroke
+grestore
+0 setlinecap
+gsave
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+1.000 0.498 0.055 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+519.7 320.714 o
+grestore
+0.000 setgray
+gsave
+537.700000 317.214375 translate
+0.000000 rotate
+0.000000 0.000000 m /L glyphshow
+5.571289 0.000000 m /P glyphshow
+11.601562 0.000000 m /G glyphshow
+grestore
+2 setlinecap
+0.173 0.627 0.173 setrgbcolor
+gsave
+509.7 306.0425 m
+529.7 306.0425 l
+stroke
+grestore
+0 setlinecap
+gsave
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.173 0.627 0.173 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+519.7 306.043 o
+grestore
+0.000 setgray
+gsave
+537.700000 302.542500 translate
+0.000000 rotate
+0.000000 0.000000 m /C glyphshow
+6.982422 0.000000 m /H glyphshow
+14.501953 0.000000 m /four glyphshow
+grestore
+2 setlinecap
+0.839 0.153 0.157 setrgbcolor
+gsave
+509.7 291.370625 m
+529.7 291.370625 l
+stroke
+grestore
+0 setlinecap
+gsave
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.839 0.153 0.157 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+519.7 291.371 o
+grestore
+0.000 setgray
+gsave
+537.700000 287.870625 translate
+0.000000 rotate
+0.000000 0.000000 m /C glyphshow
+6.982422 0.000000 m /O glyphshow
+grestore
+2 setlinecap
+0.580 0.404 0.741 setrgbcolor
+gsave
+509.7 276.69875 m
+529.7 276.69875 l
+stroke
+grestore
+0 setlinecap
+gsave
+/o {
+gsave
+newpath
+translate
+1.0 setlinewidth
+1 setlinejoin
+0 setlinecap
+0 -3 m
+0.795609 -3 1.55874 -2.683901 2.12132 -2.12132 c
+2.683901 -1.55874 3 -0.795609 3 0 c
+3 0.795609 2.683901 1.55874 2.12132 2.12132 c
+1.55874 2.683901 0.795609 3 0 3 c
+-0.795609 3 -1.55874 2.683901 -2.12132 2.12132 c
+-2.683901 1.55874 -3 0.795609 -3 0 c
+-3 -0.795609 -2.683901 -1.55874 -2.12132 -2.12132 c
+-1.55874 -2.683901 -0.795609 -3 0 -3 c
+cl
+
+gsave
+0.580 0.404 0.741 setrgbcolor
+fill
+grestore
+stroke
+grestore
+} bind def
+519.7 276.699 o
+grestore
+0.000 setgray
+gsave
+537.700000 273.198750 translate
+0.000000 rotate
+0.000000 0.000000 m /A glyphshow
+6.840820 0.000000 m /l glyphshow
+9.619141 0.000000 m /c glyphshow
+15.117188 0.000000 m /o glyphshow
+21.235352 0.000000 m /h glyphshow
+27.573242 0.000000 m /o glyphshow
+33.691406 0.000000 m /l glyphshow
+grestore
+/DejaVuSans findfont
+12.000 scalefont
+setfont
+gsave
+234.562500 378.955000 translate
+0.000000 rotate
+0.000000 0.000000 m /C glyphshow
+8.378906 0.000000 m /a glyphshow
+15.732422 0.000000 m /l glyphshow
+19.066406 0.000000 m /i glyphshow
+22.400391 0.000000 m /b glyphshow
+30.017578 0.000000 m /r glyphshow
+34.951172 0.000000 m /a glyphshow
+42.304688 0.000000 m /t glyphshow
+47.009766 0.000000 m /i glyphshow
+50.343750 0.000000 m /o glyphshow
+57.685547 0.000000 m /n glyphshow
+65.291016 0.000000 m /space glyphshow
+69.105469 0.000000 m /p glyphshow
+76.722656 0.000000 m /l glyphshow
+80.056641 0.000000 m /o glyphshow
+87.398438 0.000000 m /t glyphshow
+92.103516 0.000000 m /space glyphshow
+95.917969 0.000000 m /f glyphshow
+100.142578 0.000000 m /o glyphshow
+107.484375 0.000000 m /r glyphshow
+112.417969 0.000000 m /space glyphshow
+116.232422 0.000000 m /M glyphshow
+126.585938 0.000000 m /Q glyphshow
+136.031250 0.000000 m /hyphen glyphshow
+140.361328 0.000000 m /six glyphshow
+147.996094 0.000000 m /space glyphshow
+151.810547 0.000000 m /d glyphshow
+159.427734 0.000000 m /a glyphshow
+166.781250 0.000000 m /t glyphshow
+171.486328 0.000000 m /a glyphshow
+grestore
+
+end
+showpage
diff --git a/Experiments/MQ7.png b/Experiments/MQ7.png
new file mode 100644
index 0000000000000000000000000000000000000000..3d10bd7232838589cc652fbe27918953deabfa2e
GIT binary patch
literal 159271
zcmeFZXIPZkwl#{aEk;lTOaw)cC^<(12!%+_QL+TdMGhuZvg8~j=bWR8fKWgwIfF!@
z$T{=PS9|yA{oVWH?C-hv$9?Xpr(2*X-dgWkbIm#C7-N-}thD&~GuO`G;o+S}Nr=kh
z;o+ac!#g2$>LfhlSJ<QrUryNGM=73yhwCYWckuIRD+x7QJUoie$p6PIzM+NTNj^I<
zRXYVsBRdCO8$-Njx^`CPmUiYQdN=G1ZEQ^}EpBiyvodoq-FRweXT{IL@?S4twzM&3
zi9MT@gok$n4<&j}(J^Lz*uhm%>F{V}EBVs>`=@J8T#EWbUi1Y0#SlGwt-E)lRP*Q6
z^RvtU$Ym^~%l<5*Hb`{$f;nz(JU4y)Hu<r@5uXdEUJ%P0EiMJP+By)i-)S|t9of6K
zGPY9AVY|o|Z@U=l@<5nxM*Unp>j@b8@5c?g*V_XB`T@QgzCCgC?;kISN?iEk@1O3y
z{{QQ*7?KS!Va<94U-b%prbb)XsOIMTHt1Qardm%l8bv;MOW-8ZXLFl|rhzOV@Rs<l
zK#a|^$*+Oas;SAz+X7^HgZa9z9{Q7Iq&|+$w3%wLa2v(bshmxXZnd@QFEl(Pz=tVb
zzE1QSzLZnV&d#dmKY8&mfFh^#*<hyo!LGNjuVN^JQdhd%t&O?vM-z>HodYFi2jmRT
z+1C&Ema-Jmq@#pfN;ek<)3URfJl;-nU80p{3YsrgWpbX5G#1R97(F`NGDP$4>Awjg
z6LwYYOq1!&DI3W&YKx+0W|oF)%fm&xQyyLRqZHA;&SSBjE^W!{yq=ya9h(_#QHeTz
z`n0#Vx4f%swR(wZipye!IC6<xt*RD5W+Xh0E=?~XUuA_24Gm}E(jC#3wHd|5#Ta31
zTbt6uhj08Tgfc1Jx9{cE9acthnWcJNqMfVVThu=(_gn&n`kpSAM2))j&^P^kQJ+;s
zqu+Jh@{jtU<X8BFnJ~rLIY(auZ#j>9(Ha!>Q=`1RyefaZxvp5_jLs{)Br%PR&!bmJ
zrDJNXIWodVa-?-VOG!;N9slCxyi~Il5+Co;Kl7H5vgb$r+Y+O;Yc;!bS#yJBc_XfC
zk4wz^3%j0G-s0g=QAm~gZkAV*`Y4>4WQU2CR@@jH*WDf~uz~eBRJfy2+T~9!;Cf9a
zLABI8(s}*oO_Zdxw9zyb-1HxRoW2iV9Oq$-m22$+8*5mR%T9H2Ne?SG2h5a;j2^4y
zD97@nB?n8Nbz0UP+(r!)83(*McQr9dJYa5TCVor&Ctl0P{hhVY@Ninx+;CMH=^gb+
z`|<4R-G#Ez^<jt6+08*q2Q_XXA+1pub;iKXRJcx8nWYZ7kaL$S3lozRTwebE{g+g?
zZlTA&oX$}zdU%;x^F8&!R^3r|p&^FT<Ir_uX|zspp)x2qI0;$6QTM%^9qkg+Zo3IT
zo=oXj{=$B9epqsD%aLr`nf4uOBopE-X7wFCIF5(+yqBEcP9j#op(jHjjhaNT-g0^D
z(={FoO|K$_bM@a~!MOAr&$UJK$Z$vBNeH{fd9Hr+W{AKoasSEwS5~HL({0n6u%e81
zHp@|Fx!+mp_Ng+SC?^P<{_J`7aumn>{FVdUlDizlRGZr1j~_prH~Wn@S~;+E!osx@
z{V_3QcQngovBG=V?J;~wutu{Eb$hYXZP96ai&fZQ=1Rk#-#!@G<l8R{IIp$wa5*kN
z@qF`!l-{^Ry~K6L=Gj1TGmZ_pAuCGk4M={^2W@O^xt@H)<KVkOLXraGk%uwbmfOWP
z=zZVl)yd<toqh`IW!jyor1s|AN5c7V@?4FwT*_N3H9a{RS&yT+gOVYZ)nT_XZ$-lH
zOMZD`bnMfsVbht8lt<S%pT6fS{r>&?F6>V(la6Fe(5oQgt5-812F;Mm4isllHyahr
z{&-8-b9k^fY}%;>@85Y@$Mq&EQz6Y?IY&KZZ>jF6a58}!ZX^?e(Rs0ArurJJ1s)#u
z{qK87m5NOCyUr7p2fxmNL{U-Wk)@ndY%$Cac>;6!$FWlvJTX3!@)8maN0u}1F5aRh
zp<WR_SXW3h+*%sV<1*`!2(qYJC?yJZp^4-)kq<Q9Y>O38X>M+2-pYcztvxz)Y54L*
zB8XYLI{huBdtVOsaA0(FR)Ky~RNkn|k`Ub57qbmyOv`@WM<QJCjiZ>oeQBypyhUy8
zOq>g+)!5wtT!v;vVWr)y{J1ep*Y0Gn%=*_`0YBedw~&R5LPbSIeEoXX?Z;71zrMe@
zJ70u_O)fbcFwR8kvxB`<<*?MlffY;&yQ9GXxvHR`z;w8>1OhG%l3e+a2jp3!DtdbQ
zpyag~EDrXI^48+8Qk}b-r>7@m?4Pi$#5RT8c8ej|rChxAFkP$4K2y7<@^gK?Qi-Wj
z$<y!mlOFnYIE=c@DDS~{?4!{_F7|;dbo&mSk9kP?c_6Frx5lPCJYWCKINmMw(<^*N
zdU_Na8=JS6mz=zO5VDc6B1c0xDcY8mv$u<ep;VxPAakVE9d6`R9`52uC@J$KLmBAV
z*yLcxGY3hnya{R#g%CoPUm4b&<kF=ih_nnSB+d&Zy+cu`=?q`rbC2VNwcK{s<zAgU
zPYgkdyh15U8A*fdoiZYPLtEcIJTTga)W$tpH<y_uDY)pVKhL~p>%6l%HN7X~yk4HY
z2$u|16*o1_ye$)#JvnL6oui==7#Qds5TH_Jzpy@Ji>)XjPID81q;FnZXWGpmv_1C9
z^n0S``1rU%f$Dmff{as_xH#OT9&-}EaXVR>;erUIuxq)-hB2gi$W2^2qv&3(N?7b6
zf0mm!@8wmmdha+l2hoUyy{IA5ao<VViRtHlHt;jIYH?MvCS|4HI3CGoDmBg<$ZfrT
zePY<UiQGa*f8J@rozr?;RE>#r<LCE!S4+4L8u!t8Z1;Wc=*NsIxn0{U6Wvt~mRzP?
z60o_Dk^~p&Dl(RN9L0&s$jG4BI1eHCp86{M`~3QJYoxve`%#X1NlVs-$4bNHhXw`)
zf!t&Vumy9hm&fj<ZQRkS>|%<KiJ8xjajWsCrlyWCB%ly{>bm?1Us~VK$A?3BZ=NG<
z#qSE+XC@J|9wvRr2M_DtoPU(fa_3Il&=SNO_x%SChOec?3AtQ@5ik!rY~*ckw?%Pb
z_RYV%yC}U^VT`3nf}mp_EMKg|`MT|G^5rn{@%1y+!H)QKy@TBi@}8^Lu9;RJ9qviv
z)<surr$SY<+3w%JPgbf^W}&4I6CsUba;M;h+%|dzJ=bN;7xv)IIW~3<4wk_qNIMpk
zYoFORU(?PgqDDspgm=Hb^YO8*)Oq?eeFawV>dwv%!9@O&F_ehF;9z~<s~o9ccH>-E
zQ31QEPd~ptZA1<+#tyg;vH|ylAl(90--Era@bdUJBMzcVm(HUeLPGI_EUXW6%ABXP
zIm(A(#%2X+Ry%%w=jFwQbA$;K%1xp!8+ETzn+c&;sFqJl>*(zC8>w*-5OP?oUX#8h
zBy>=SlR#CYMG8e^G!Gt0NYE8pT3F<E;-U}gT0$AGL)qC_OaQ!@@Hwko#v4%4bCo-4
zg<pm&y3zyd)t;xIch^m(CMP9=AipM<<yJg|nUJ%yD`sbBFE;CCel}9A_D1(9t|w=%
zCnvhpVmR{}m#HHcflBS+u9?uzWN^@#utnTRO_iRWUa`ZHc8+$9x^k8h<fLnYj`@&>
zhN2!9S&j+|ZFDI}%E+i7n5)Lcp*u@O#>B)#y+BVau#i?d=6$zmC^gOP+jDbSdCIWR
zBoM@qd(8GW7X~V9(~@86+hgvOJsqw@18`%K$KEL$N{ooOa<Gfb+g)j*q(R+LFa8GW
z=&I)GiDg;q0vHt%6O+wh+#a!1Vlk}#Y_K#Gst_c+Vz)he)SnzHkUJAe7?so2ij0_X
zBL(_zwOv=l3=Is@p-dpRYTA|lVWKI(3^rX$dwW>7X?FyhepjXvBYJVDLeb62V0V2s
zidFX|HRMSY&ydwCzzHR`GtxOab=pC8tCOf<`@v`Gg$7>y_VbQn3rMMjyulUV2JusA
zzmN&JneNuD2e1P<jdR=MMRf29DY}Aa9>MlC?70ZZyNS|6Q~ncEsn2B=Nrs39<rK+K
z%s{qIU9C79X`DjPI$)?y-!z>%_wa6#>(@0VHvk^0O-9;5CIT3x3~4tcEG#wUQTW_Y
zg>9jFjx#Q&%x-&G*9|tUMccmH?rhoyKpCx$qqxggC@6A;Ts9riJDpHXaf6n1p}JS1
z1RQdm-1{^tY*GlwcyFMP0*owZrps(c%CtR1H?ooe6Fy#E-yvt^IIT@<DbIweR@vuN
z4CiR@pgI!8eAd5<Q<?w}Mo^a`)CQ<-qOe_&$y5Xsmsfm;gvr`@@L8D&?1pKV4P38E
znZ+<MIe89jZxdMW-RWq{p{NxmrzQ8U0)26z!|e%v_x<wP-8n|ouS`|vafBIQs?CEH
zTA65~At9?m${N%KC~GYkOeYjpq<U+WTiuI{jJ(Ee9sy;F>*==}WlaQ-((bimPfNnr
zkV_~OYTDfM*zuE&HHQF01{@DIdi`o#w)mNB$37lQl8F~KB7<6EuiB%+aq1QomGAra
z7Xastux2Zp1=`dd?q+>YeSE#h9O|z%1P2kWIQ|(4DXEbJJB7!-^~89Ck66pp^fal-
zOj3X_yHRU|E}4LRt8O)57Y=^ApHF&@Ao%&2aLwj-Wi|mX(6f^Qn&1RPUxjIL+ZuLw
z2v=6ih1q*(VPWBg9>DH<`TBA~s`LW@dCkemNvwsO&*sb1?#xiNQt<!^iwz9Po-GX(
z)#rEK-VD|~?UiVpcMJz0N}j@^qDR@Cu~%Qi24iGj%Yx8sgly{_QlOsG*p;E+)B1G(
zV98@CpQXXL!8ux>sQ3&3;MA|#eYI|T*Jx$pnB=DclQr66g;XZ508}pdvO8~lfwTwO
zvIqJN-X!6nHIRxkc2zpgeV(5;w>@bfFE8)4=SLwlFl4zfQ1V9iibdOv;=02Tm!+B%
z?|#;E`Y>l=jrrTWE~ZN(HDYrDu*%=-JUr5hhBFm2^jaf1X1oVVj6IkD!>mA1Xxl#<
zDK-h_v*myroT`}3+Y78gvMIE5jW9HF?Mp0Ll?GCg><!g#6?4=#3SEGWz#BXDtFb6g
zS-$)}$QL@M-8=q6Lz)u<W_euHSLNj78Y^sPB$;NiPJE!&U!80wz{Cl=4Wt8bQ`@YV
ziDN9#T$#F3Q!=FU0n$@6Mh<{$?~fqgTFDEC6O>1+nAdOLUWdAGr#ia3f%A#cDKf?~
z7sR-Apn_K5PWiHJVZz@u=&=Q#gsf+kW!X+FW5=YL|53MpxXR%=6kwx%hY_c=FE)$R
zrvQamgrTIQm<lJ&tvgd6b70=QetiX>fQ+s{^9Ic+Kyemf3tbt(P<|%z=P3`D@r%sO
z&9kk4eD=h&5bH>C@$(P#K>&x^XS@p{dJR)fD75~5$9=^xV&T#|$g&)x4z%~49vwum
z>fX<o&@MDU1s1452bh6l(AI%`<Evp=)9tF2rF=*K<MU&UuLy;ouFv;(o+2c4*xSS9
z78i3S$)`vf#d_>ubjZSn%PiyNDr}~x*c>Z;Ev!dsDMNcEn}geSN8Prx@_GrO^msSB
z;4)wp5<XX2{dl>$w$|1Q=xalR3A&SO{C4TokXar<JFFC08Xpmn4qKOhzZyX1?ppkj
zd2Jk*nQ~wOBT7**1W@{T$rT#twA(cs7vWuYq1CBYuVaMnG_FF(sP&4L!!VivqwR69
z;r#Q%+tywv1$Js4P{%fw>j?$+tKoeS97%(M>IQSW_<EsqakxrAt0fOAf-@w?wq8ot
z<$D<ed>)6@q|BO6Yu#b9$G9IMB_4WQ`5=JQ2vrcCIb2w1)|*R(`B@8{s&x2p45vxZ
z_{0PaiDo$T(MyGXv~iA~a}3RDbhnp(OmD{U*?PNfcB|;nBh}j`m$>dwIZwN$YXyds
z^A!gbJG7EHV{D%(BsMnZXn#f|C>eSfIoQzMY4Prvgu>f*MGm)<+z&QX&_BO@Vmf*&
zvVRZK500cn1bR|KW8+5*s=K?;1Usm5Lvg|iuC<bssKnGQiF-cuyJl!{1T*07bqv;F
zitu;m_Q(^<z^J$#!={7WEyQ#hw54<N{Y5QbzrF{&B2spgvI<Y5XJQ?8IVoHKC&{Ts
ztWhQ{RV@h%t$exE(%dWufY^S%?*kAl{7j<|oEUfOC4b;F%pi*cw-Vmb(Ge0ENng*}
zisi8wdTL=gT&a|!QMOs`*YWl1SGtbP<Aj1^Hu3nBuHU52S@h*2={gg-och({C(l`_
z83VR%ojFFqZ}-*ENv1q_>?)hyYi*YWE>s7+CDgj<6>IGxBflM{Vt^>+uBnC+67MJ+
z$BuD$E#%C!?s&VoLdz-#`!6;u4=#I>kRtmkhf&0y$m-Wy(pwcvwR^dOvOMU80VN<q
z_^rmCBV8Tz3&XC5GcXl2C{iD>tx=D<K{RRIA^)Csx%~csRzyBiPHSr`X2fN_potUd
zN=Ia*q`Dy41FB_=<+Z-g$Hx~X=u`;lPja~SV21-LkLTOB0(V4Qx2+J~grel)sjXYl
zZ9rskn?QU5UWj1UEKjJet|r1*3|DsJ7N8kS(4)GC<gakZh4PbVV1Hx=_~4a?+f5>K
zK#uSPQ{^V7rtVUciu0rACJUvcq<mo`8Mdnr78?3=p7>DIkETH=j`h!HS$>Kf?F3{i
zXKCz(Oz{FVYV&2hefwdrwo4AiZJ_j7763;^4h{vtaR|KvCGKZ_wLo(_Ol!oTO4KR(
z_Sm%qlg`vkxuiGkaYBssti@=YGSXfo*_WF4>sgFi)t_e$?hNVz^g*?E{mo6EhH<$n
z!-iUqO>2Qppu{-tl{>8&r5V=O*JGI2w4e6n>pBBGw>#W-a)YXSjrGZMU{6w@S=SCi
za2)hAWjIFngFE!}Gr8lvi|Og<^1VtOhmfzOFImA%ca~dEtbe&ABN0@)J$}}0`^Q_0
z*j}0fnK#48P%u2uQ}0Vx5}n#g+TV9=i(q>ITOL6M`$R~i&A|MNC$ysH=2q6#)tzQ{
z*u=CrVE{+iL36+eT}je`H#T>r1h!9wQm$_O8>5%YP>`fCJ=toV3!8O&ivq(?p)HO+
zSIVmS2fKM(=QdA&f1y`~`_$>va?snf_4DSsH<Mq!JX0vW*DvaC1OZDsb5EE3bGMT$
z(VpATV+JmZp}wK^wzlpDpUVK~aMpu{KP2~N<^(eUk!A$Tq;Metv)aN4i2Euz%n&d&
z#<$yq)U*{V_jg@rFfU2#Y6n<UTo#A;fN~s}Jp=-afqk!F+xH7(wkpj(N<5AZjb5?>
z>J&NJFTzA7`S-<(r0huZBl7~Ka~OI~^=ik0Q9YQGyA2OtUVyI_C<%#gK&Q|&<FG}T
z=H~A;TO($N?4`g8UE?tF1={XIax%42p0*Z1dv@b{DapwZSj|G6xf~`@aq%jpcK54y
zRqFC{6f=S}&~bdW50S1Y_?3zlI<(REY7zi-XtQ(WVGRNE8~S&C@w(I|Dh88yz(gYx
z_F&zhbzkUK`{kK?C`pd62F#x}FPC9fa+bn)pk2s>ybDntdbl@wGzSYZy>==oDQTl>
z^q_r$e<80<z<!<%ZQig28$YAM?Z@XoYmf}Rg@tqzbfY*vg%Q=OY3ql%GS{7zR$k6)
ztGomd@=@%KVi6C?wOA%p!cc&=(-a91T0}&NfWu^<gHwSlt(d1Rqy#(hE9E`nM*X^0
zPMD~%bAKTV7}GRMy2tJ;ZC=ko!)2YH&`Sm-pFDr<Dd6Btt*X-c)x(&ZfuW&O%6xl<
zcs?u_Rn?)?yx4iP0h4M1;7K|je>Ts$FrYbj>Vg}aQEd?NT3?lcv<_dx6`L1=VJZW4
zcNYeM`~$9$VQOXu2g$w{2ot7^C!3lkdW#(?J}S9&n|n}Kh8NTv{EMG{PyA};5HEB6
z(j|RuOztGVp^l76ZX3<%*L!l((*6~`xr(fppqhLz{KbYb2=|&Dz&+swId9IJSO7Pn
zYSxpzqCSiio{9sYN(2rJ&2{$<Z6?2748SxrHMyib+q2&7j6a-Q4PQCDM!QF&5I`X`
z*W*hHnGH~LR9+32QSJDmlU0gaA>|{7!D5lcix)2*ixv&et@e1~9Cwb4_nWJ*j-;gb
zPHh^-hqTbcehPu^dJSg+a9>+nyMXy&S=)G4Hmp3k22>S>^<3J~{2mnv_0xr5-^JUR
z^O%Yv&HP&_d>-?4!N`q$2L#sE9|$GJK8kEz=^Wfn`t~pF<>MWwD0HisZAfBHIg3Dg
zMGOKRZKqbtSx2@NR$|s$$rKzIC}%)l*TEdG5<@#-0Gy}uhG{r@S1+R-h!;9ePDS}o
zs^+7$!&AZtfH&TJ4U{6JaP0t0^bjB6=HjrKFs@av0O7_c%Jl27$Y^Hz`1C!7220FT
z#@RNvh;lsV_huF;$@{jj8l!hCeSCa60k$Yj0s%8O8>V4FujF<dpMYuAysksjW7Om5
zfa;M=r6hj^4&X0$*|3`XE|50}lG>?+oRnfw1-X2B6HvZp*eHN8%nae~xclVnR*vBC
zB`Ei@?t#BJP7Ma7%w&=MAB595mfG$6I<708O&bPAM%rPgPMzKv4M@oi^BM$b&28Q{
zW?eP1+DscyCn7Rx7zscbTIU$paZ{nCLRZuBYIh~mq+@N=jDIlEqM+GgbhEMtBB1NT
z1N=4gikdi0B$ruO#W3`30dZPC2?5%m)f#I@kva^KD`+v(c->Obz#uvKrLiotdhu5i
zr+QXSmre7vl7m(qms;M%6kW<uq-lRP$elJ-R8&;*<kL%{Eke!)<Ff?h{Ka1#`Yr)x
zc81#9+IzIyTel7suCnF`npiIPeaAI4U<TmyN97yjhlI9<^eysK3+~Uf$J(kN#vkpc
zRcOIXGgb-@V6!#Ltv+CE`wy#rykl7uk8>Xt^!fx`^1;@qgBmSFjx5>l-Ms)ijfGv`
z7%JAU&UC~B00p9)6g#erQ!UZnz8y8V`DhIKpU@P9-F@}0X6fUL<5B$R%zCVXf&!QB
z=M!riplXniPRELSR0&8Mx5s=3>Ty9i7AQE@vH(zvcE`M(CIiJ=7oZhray_Ymf~uNW
zcXY5cjbqbqbi6~LqgJ5j383`n@*3d#IS_}~bwq$<OfgLZMiXh&cXpv$v90u-5Ll|#
zzugbC*ZQ{ygrTbKDow)*K$ge?qubVtTr>8zthW1(VXUy5dJsYy-+b_9Td=VMk#isb
zo*Y6qGepu2|L|(rwsB44Akr$hZ0Dg#L{t?%7gpE`0IsVORp&Pr234S~2v%I4uLk9z
zU$-Axgc?Am(>Pd>aDEd86oMR~v!EtnBIh@3A%6RdG_N~Yuw=%qHynKJT#9x(hY4rl
zi7!$O;u&$QH`F7C*{3`Gd-m_Jv&+Z3ZAQXP(qug0mZ@_;;Do9O{bbe`H_%MpoWIVg
z_vKW{vq5D6Ajq;?$sLAtEkM5#2R*OGoW22?=M0CXk%4NbA|2y!F;UT{L*>@U;+S)5
z1Y$Sm`;)Y5oM)k*2s-0VzYk2VQx4=c1iuLb@qlSD2RaN|b41k9nCPlRo7wIGCb!w+
z)6P9d&fleZn-gR&;FrHcAH%}9H4z|^X*pVJB%cm%j1Xcfddn&A-ktIz<1754pYMJE
z8@(G7v(s5@q5!RNW!JOE5v-qFM<$^c?@E)QB<HnCkhlsN6oBf_jI=oRQJ4LdCUm!w
zN~mhuf%Oq2;z#7sJW_Fj{hC4cQ!SyDTO%%Q)K5OZPOVw*cqA6IwmCuc4k&_dWJ~Hm
zmCZ}91>W2Qdc<jty~4smJK)uRri5!VSogQWU$wzp!S?(P18Ch!11;pbMfneJy@Jc6
zq^XdB^QLjY>Z`EStOxP=RDJ{Ez8i*VyVD9QqP4P70ACQ5sjU~(pF%*i_WdOYjzS^@
zcvX^%7k?B>>kI_||Ji1P=!cLLW5X<ab7SXv^H@+o5cWPlcHEmufPsWszbSw+PvmeV
z;F!q7HHd*1%>o`Rki?%S1VU>V@4kyd8fEA>Zo>RP({2j9oas<`L2k{aIus;~X~|rd
z+f6mre|Z5i6b35MS?+raWmIUu&?#SW!fv~Ce0*vUZsEFDeu-o40!zqBc|#%wk`+-l
zL1ygE)6tO;-bs%0INT|mFEwcip?99kNLvS01vDp<xqpzKz>4pS*#N^QyghcDBXaIM
zh;?1XCY{B=R|Cn4;M^!^4&kqo($nb{`U)Pv?g~-NPd1Dfc8h6G4@`zeDGQ`H^&00A
zX06I(C^hL2K$*Zl@D<TQGY33$x_H4uQPH2lGQx5;Hid|G2f>{Ia+PUks^88~J`_CC
z$Q^m;+T9>^pCKgNO26ab2+iv{s6?j75O}Q<`5hLsArKdaDilNx)`QiU`T5mtr(5X@
zza*r=>TH0DVhV5octdsI^P+exbD<SMs7`3g)PWHM<<@AiGedzktqGxUxQw5{Kop{R
zER`W2l8}=>3v&YMFEk`Xajty0yTaD^F~q18sT<&FU{(VW*a(}I;m)1M5FQH9I#$RW
z9UctF(P#t~n|4bA#_B-Sbp0lOdKMO$;M<QofB^4;>(EeB(@{~~2MVeSG;i-#!Lz4N
ze@{jQuY<7ZD3l9|-7I9j&g+)dH&Mu33-A8CMMF!=2s#(Su&z#F+C)wOgV9^<v<5J)
zhS6dVqQ3(gyF4_mr<wJfAGv_C$KK#*7f_gD;^Meo9gl8!Cxa_*AXw8Nq21A`9ny8H
zEvNK+{W=}^SD2i*<d-Q(XPE^JLS*v_z{%($sRxjAfzg|Lflu+C+U@9I%d{su(xQ6h
zA>6`GXeiY|^@g4plwX|=4QvP~sCO?Qdg^oea>td#l^Kzv{&e+{%$v<Q9<U?XYWG($
zL^uKTT*&uYH<z?M9mvLwAc^?_UlF+kYD(gl-7sb?(=e2@w0$4p-Yz*HcUBCUpyM}3
zU`2dkwclDdHa1>6dzsme-yMtrtQagvDkf?!(5!RAqR09xgfnaT!kk~dbX$sbG#cpb
zdVZc~0|s9j8~L+Af~nv*+*~O&>usN^Kn9^dTI(i_1GbqP16*6zlxoGGhXaX-%5ABL
zC#p=OZ`}~t6~imUM_9WveLV@#Epw9%h};j2j8ZX&LjY)`an{DZ<SXl{SKsKmLf0mZ
zeSmt1C@c`F*ARsT$LF}5peB6t=7%mftH#42sBPa!y18tprOI-ZHeomO=(k3&JycbV
z(C8h>%BvmN200*)PFlsBJ9-63J-!-lNp@HdV<r$ivYy3@c#M?qOh?C-x&Y^Vbp{*n
zfE!xhJow6bZUTz(L%;)MJt`d){7~-F*hIy|u0m-8;l0KMk-we<&^$zN6tK%|&d^K)
zV7`gy^RUYmp>tPClO~6fLI=IH-!(3IU@<pVF)U`#Y9g6ucWX&U&ke9;4@A@Y(c$Qk
z0x0u{UJ8Gce(%-EN*LD$5K3myFN(!|nqnao+0RERKjJj01g1bKMUn)h<8%;1oqu><
zUdOQ1Jstb_LfE7VLSO*ee9#n<0T!i0f=B!<piC{6PY|?$xB#1sBRtJk9AXr)Qkc#6
z6_`TS1wpb^?as(M2k1=H0Rf#PAWH{q%?QZ=U=@;0p>0V9i+~j5DW>3l(-A~V1Zp0U
z7vy1AB1AnjP9>J3+5iSKVTDt`+tO^dfXI&nfI&yx_ntwGdj$V0h>E_3H?-U6R>2iC
zQFH=M1rNnO6~{61NDgCv;ho7#$X}U$OZY_6X0!h0dy=>r<OF0B!%I^kGcpPaYJzg4
z63zXL(|%s{V1EsZs2bJw?qMo`Cp(}6ECCG)(1eEqB-D_Q5WD_)^NcYyKau_ASJ2AL
zc18euj0oN20`@<lH&X=cu9WofJhB9k;E*~6#QX;YCIH{2{Y(JT2J*M0OsWY$hAP4G
zaW7GpjW}l^&v+c|jZUv-=WdU?cLDDW==(89Mk)Y_fpF#u$ELY~@?2~)C3*fDrvxHx
zzziU|5~AFCUe^8w9h)X|Tt7JGo_{o8J6FH#fOOn=7k<JZE80AgE__A&M^FbMur}tf
zT!4gA`}$Nx#1S9K4O!M#zh3_Q45Yu?>cvk30eVxTG)m3o02hS-DLnHPx!j2}zt{~t
zJVjP8oP3*!_sCsdwnB9PMBy^{dZFK(`>zXL_+^0ruIZ1t&a?oiydDvl33rHdXGrA-
zWF&B{=XXDHoI;qxkLLw{zq_p5U&BD&3hxvZ^{-$5`r-KvqTd!Kyad4~YI4YPcf~%P
zLySGYA2;6p^^U)OeEFN2|DRv|&uqX9{7-EBe|kGeMARL}dkOZ(@Lz(vJfi87Huhfp
zy}R-Lc<k<83yAR+3UMAKCMNEaU9_6|DuL%-2>LvFzVG{}?q4s(8!CoANehIWLxSVw
zdQ5DH!T9&%#6_bEf4Iwoj%@1!h7SZKQzo4@2PJf%&ZF*^G7rL%yMOw;;_F&`XUacl
zggqMMlow96@E(sFAKIvSLNVd}ZR_sRgM=?L0lei+$8)U@cePmqti^u1By8Q39iI@U
zB$JL4G|4?_eB`2)Ab9KEsco+V4t%KgSx_3c*`hv%g@>oLwo0Mof!KUG_crkF3+C~*
zWDeiGYWz_lrmFUGtG?#NU5cM>r$V;(FXC@Ge&lM`89h7AmV3&La9#L>r0dYktAK+g
z^ov#BUm)Z69X`Kt{}&7U`=|dcyMETI!23fRR1T;qx)%7s|L5;~EJTI0p7opu{;?BD
z0RJ+e#}7&d)-DrZiMv0dJ0K5PvO0{InCJlI?;qjc|9wDE8%}_3A-FJFrxOI_HyH|z
zh`6FX!~N0YHH0sS;_Jrgvh0r=#vGHeUi`O-UK1x9nmE?W>*2-{(Ns>gF7$2h0^N#r
zJie?pkXEwHlQT1W0w?M+{xw^N-bvX5=R>Sd3N}>WTs{dll6+WtG4l4V7nai6Dga+|
zV*lS(x5<s-uG1Hyq`yag_k!-pn}7YJc(<aW0+cRUfTdtzG%V^L8tG*{H#Ied3IgX6
z9jF&stdD49$6=6$-9`z%1w26ZF)%Plg2ez7Dw~SMvtxJuE_?}pu$_AVwk65Ok82Y7
z@83T|nt;J#3Cmwg{))1e%(lB%^)0_*u`0m4f}ckzL!JhxpRe=RFJ%914Zr)R4R}aW
z($X$FVf6}tZtO~OK7+wGrTWJ(RzjgYV?XyG2oVYagVF&?)}$4B!6^23%rLw|ytgQV
zo^-hfFjzo^>vUK3iuwT^+(N-m=gLpW{c}|L{pK(c-@s1*jAtlZ79txU=e7XnN6VHa
z9;6RP9<pC{)@IrkfCxmy3Gj^Rr4qkXhe*`Z*GEwBS`D~XcG;*t9!1<cbz=;1TS7=p
z+q3?M>!<IrDa6Q#8A3?@3|xUK6LhmYWyc@?bI4#B3~bN~)V%^WolOVc=Q<EC7nXtW
zA_lc(iFH5mU%|A)=wE2cBind&nRq65>Cd$*Dt{-1FQ0@cto+t`w_ZB=9`rk8bu*yO
zoIP8WIGNm_C#R}9cDT#?&((*<4<Ue|Kbdy;^OW+xrKCXb&_jILn^)g_0Hq1_r^kV^
zTo|X7_`ed$nhJ!FMS?HK7=63ezwQ6ScduLo$F9xf{WUa@&FWdHNm{AT79;85@ErvF
zxe&IKW7k`e8wByZ#AVB3VWeho{|CS7f1co~V8%eTg&2&aK0^(AQv~)V_i;ntW7{Wx
zv2DMX`d1x3#DXre(W7CBkY`B$4n817Sm$9dZ-7)DzfVr_`_+IDRRGf+V!;l#4(t>T
zxKHT5!W;d`vk<9A=V&(^X@L><(ILUVssY}ZH!RwrOp`x(3Gn?3gJm+5ZtH;{-lN?P
zcV^Tp?J|JE+W46iz(7meG^z`BHso>Y2BUJeEO^!6mt4@7lx;==vjNx{{sX9N-#-I<
zL=S*tJ7^M+07RN1DJfsXD-TX`#BnsTaN>CaVzhsL*BUFd6|(IP?xU_Gal$*=)vAMK
zmMU)v$Xj^Xf4^UXYn3CtOj-vEJx6b5%f%0wmoBF;$o)7ZV7vhggBjv_sfh<GFHo|G
zg(V7_8pOy7l#K)kmG19|?mCITym0Kt`fR6qoqJ7Bo=)ER>)cPF-Q#!J%%(O0YojCz
zWnGmEd-*B2VGu~~PsW${^{WJ8n*u4IOFuv;_2<v00TX8lS+;d)n0)gPSpyzp1farh
zepGAIa#8j1*m<lRt?N#DO;0X9tOV_mb^<M(jfk*K62~!!NeTtG-U&<_!f`<AkpQI^
zRI6^_bkY0U)=0w$=FoW8Rj>G4CuJ!D7w+B#8KYEXP7Ox%hJZYCecf)Y2F^ur%tFsj
zIR}0*B|W{wK{N%QjVRJC&2?oYfnC6bM*8>Y5~v2P1+}oQl}aw|7`hePthR4ugEF&&
z3u#^1_P(j-&A|jR(ZbvEu`5yREaE!_8Z!@8)yEaQ@wDg3`4vG$=|(8IC!hWh+U(Ou
z9D4DIe<H;}^rJ~%{)gP!T~k=IzN7;%1Ejt<j?ciz_y}p!!R^)!>j|z1vrjMo+#P#G
zSPa`{7?^_rI6(p(lV(pORB(t6dN`l}Cl)H^-}n|@1iBOS)#$-b$^T*cV7xzihtvnm
zfNjrYvWHwA2DA<*XKQ9@Ol|FleR#2y)9q59t5BB8<wg<D1EyTt4K~Xiu;DGNuR&PO
zfrYUPymWU^yU^RZ1>N|);iuLXU!O7F-(Eo+D`*hNv!Kxi%h>ze$~lIBIY(e4LqKoH
z&u2x#7OWfGBDnsdv?%Upnb7TNBi1zFVpCz|1#+;UY5*hk&6|V~Q3PP_bW`T8=f<$O
ze`8?z&+GKCUO@;0eer~2rFiqF`)U=+LhKH~!fwe$8XTt|U5_t=TZC*G;sgfpO->y+
zE-`AnaN_fo<I8@9H8#fxszJ}LobVTrtm*m*d|<J8KRc@9=l3KZYW%YZ5vQW#Rzi&&
zev#MKj;r4VivIzjP;!9Cp(^6UI6T~{3upLsS_T>h)hlm47z+>2S=;2xD(5Qciwxhc
zXVtt+U<1{C+Fp&8?wH~^O+MM1u0TLcZ^G#qNv2C6>w+@zC<u7C*4KL05cPn1dVqB%
zJWnC03Vi2~!9lB05jb_Uz|soGISvWZq?G=y8~<G}iR4<S_kei^Pgj-TxAVJBCsf%V
z*~{SwV%AWuwNI|R$?oZ(5zR|(qj?k-k*87o^hc5XAG$~`e&m~YUlkZv>I^vMR0(!x
zvam<MxRt5EaRv}8NOp!`ML*$Fc4ey-0XcR9P8)>J5S+xz>du6FkqiQQl0xzH;C~Jd
zdCt{qzF?%L{*se&TSVKTkMWsD^<q9hZTGUXYpraAD5D)%hk?VcpK?!=iDyPfLl*Hk
z!0EL0BBCW)tNla^tn+!I*Xb7^Txn3I9m!su_#%TxT#tVUd!8{SfRkKL!B@7sJrRH+
z_$#MdltYRgUD$79L?1ZJ&}&tPq%p`%E%EsS57!0!j@v*Z@GvQGLPIhL;bVdB+AbEt
zBe`_?euxXOm-0X*Q)d8dmBuJ%DL)QnR8a<0x1*xzc?eD_Mj9G1ND2rMd$<~2r&;O&
zOi5SiGmWxw#CFq(m5CFaRTlc4w4SpJ@#%-QYqnZ1XMFgqM057GKVQ61m}N<`=~_E`
zh;sA?3QHyh)%2ps@Wm#TBFW_19XFM{FVmJFDD?WU)Y73cm9oM{!2Bj6ej=fo>fSq>
zCGZ7J+d~P$ta_gQ?CYC|`#=e2fPz8-13w`4n=fv_v(4MT%!hPj5sFw-;IaRswSg?Q
z(yDn>H-wIhqZbYVwY)xk31Q;Gr*2Efq^oE<H6&F!EDmLWPlHiJL<cOuh<O(nKCKps
zV<!ZNUej$cYweB_vVr8zj1hnMP%;P{pgz^{K|zTjA;fu&zYZn=Rg@W}L>22gw{z~k
z<?W4eMsY{<NnIxgu=Q^&4r_p6`^@?CN+8h#A2+>}j~Aj(eM)XoOiV0tu%aT@;}m#S
zRk=TaB~aK0)nWK3g46*pEYi%SA-p#7@aNUA?=&iktP}TvS}gId$Uy58$Em@?9hW>N
zj%%cP-#cb3Y<ADxmziM1O2_bi(6FcwL+s(;-3B!^y=tj;a8&mg-HgPA#Gx$t6z>Wx
z*Zyxopj}JaSn_o+{+M%m_xp|RipkM1Xu7HQ^gyA}vets{tfR=z-3DBa;E`X3<|sD(
zH*dgWd0YHgLNRhhpWo;4<P{WP&}?ajosbny+{B(@()s-P<(7@o-whmzxLV0|x`}g+
z-nPFmBP9Lb{f)@@7zJT@<Ib;^<Wt|)o&b#_%{@n`z$~H)hXCiZz($OC6{%6dv@$)Q
z4>Cu$O#@G-c;b^o_<c`=95n+S51~#0;gKKWZQ}CkNc-`p9ymId10eYEe}HIVbf85D
zx{J!pe7R<-Eb!39-L|GB{8pQpid@>4Ic7}gZDAe6sAQ156>l8@l>`d97GS3^YD7dt
zxaL-FOybfD_C`F{q;cj}--M15vro>mpap@H6<lwFD7Ix)cC+Ja<-e!@`4c$r!1?Tn
zhM4&4Fw>)-?_?j7_dO)_X}|=AvOqqb8?CDYbIKi*Ge}e$;dT2BSh-{APhk=6|Lo0+
zuMh&e2@$5xoEy<2gAn65*vpcn^#0lsFU7KUt(`6V&=j<%lWyJL7|F+VWxB@%P%(-i
zwmxuBJwlu-83=_8ppxKdp}(jJd+|73fT|ub$$fYV&g}5yXjaH0IP;<Jl@B1KT&Cwh
z&nbeI{7C+j&hYEE`0cO!*H%|U!oyX@jX!+&aOO1q*Qr5sZjc1i(EVE=F!E~!59t*U
ztNC-mrhB8y%R~wF<lDES1FIRj=^#Cxa}S_JkjA|A^o;blX*8+=DY>gl5rv%jy!s$v
zvpc$}8B|J;g3iF?!;u=|YuB#jH#MsXLOu<n?oOAhpVc|GJHgAxUzc1c)C5HEB&+{;
zfy)|isGa{#VqQ?|S^{)N;Tu?rUZJKxO7f=o>{WhU6S4fOG9megiS$v$f>{Cut$6Q`
zC)>g#n?lsoqCjISKYjYN!fROj$4V9$yE`jW3Pq$5!DT7WaL28st&MBx70vLBn{~{5
zod&{sPpoWi!Dtc1E=UoyMO#Yo^2LhFE@Cx{Bxgb<6g#k=$<mHi8m(>Y;tAg@Dd-|F
z2ymc&qYh~k$ZAD?;{_yPp^C{dw><TYJt(ce=oLgv^yQd5zT^1wq|jbJcEEOE!zQWC
ztm&uUD0q%HCdlHpHa9LeYG2Vo1zcZE&f7%0sE@GvQo-eXF}t$z^P3xk=A~47u0T;w
zZ^GFLJD}V7eZ_)^h=}Y!nhDTnF(14t)Ba+7qsrDlwA(t!d$Yt!XHS1-zH+7=+i=(E
z0l;xx5XF)0wo|$MRvd+V2Ubn*5K2CqNkeq?!RFu`xTzppB8Q})>`22IFj+W`hw%S^
zL3Dzk?s5QB>7hNaN(E&`OnY!taT87gf-970>yea{A~Yy)knuBM(wNdtFooI*z#OJY
z^SQIyffE8)5`$V{>+#p%`5eo41>r~$S`aF0fxVkmNXz2GxSf>;tt8Uunam^JeUCmw
zAB4ld&T5fhLVv`t{R!)S=Lnp(I0z*IoWGwRNE&{vy&$kF!$|8_kt012b2|e{^R<G~
zo@b6YlqmcaJ^)^%p`nRvYD5z9T?VhZ0EHhrO6g2>GSKy~2PmxYQjb!k-S?b{V5ya{
zwzf8kZJ!G(U*sc_>aDpeAnger=g`p52J2msT3+eR-nu8d!l*x+OTK;kW&>dZLJgLz
z3dEuCg1t3flDfLEjjfFQgP_H=T48BWm*BwQn3{Aggk&i>9Oi?Kk?V5wHvSgb+2jeu
z^krjR|IQ=FJ>GtuqnERL)Xh?N9~s)ltgf!Mit0;CO9!rQVuKm?^{<ITvlr=l`s`T+
zK!}|N@*o~UbK2Vbcp_=NI|5hoW7(-~)JjTZekA`j)P~=m3m_TV%^Z1&6lsspc1U|<
zuBilBDZIgqg`K@aYEw0*hpJA4kv_w0v=`{CG_TQd?8VmRX6q<N-~||iSc@pb_xJZP
zyHHPc<BkJtgufPR6lP(;nv4p;aZcQKYn!s+&(zsjtL^>@sFpe2{w9l}{#LfKBY(cC
z#fr5mfrRRt_uf5UMuc|oozS?Kg1^kRX5l^!%_%U5rNJ5AIS>PT;VY-bP&uZB)2v6z
zhxCp-*et7wc>YSWL4dDe@Q=x_t0+8_u63_^pVX?E#UTDV(|zNLl8;x=q%)~T0&+eJ
ztR8{`Gcq2#!H4T<BB9%nZXJv;Ttg}z28NcT(qngnnBHXZ)!w~&h0i9r{)8?nCbkrD
zXh12*5%VFP?JLmte)momG(S!_;){5`r*&Rz4}wJxk-ktJ5Z+x0_g)cU{%q-B3_1#1
z|BAtI9O==rv3;M{|DEe<mpnbbUrBFjj{IEL_zMlD&>UFDkj3iA_s8k?_xA&9>)~Zh
z955W+l#y)PdfBa{-+bChR{m(-df1jpc27M{-vJ%t?IC_9{0I8B?A|rF)^{}Tm0B4Z
ztyh>w^PV93g7J<qV=Q1L<_-;W=z%q4GPGkn3uZ|Hhz>q!nqhn-rD5}+ABysLwzROM
z0HAz_Lkdoew(Zs4(%c&IsY%q{I`e0XHNz}_tMx9WB^j;w)()i3P&;=Ngdi}2>98L?
zk32RPg(Uq8+bNH#DzmE6Tr5s=e55uYVsAFMPjsAFRBep$GY`II;+SFYD>CZ&!xQ20
z-alU!K4c!hEOs|+V*Ie$`b2H+IG>}}*Ow<)62@%;r>>pXy?xa<;`QlZ)bxl}w^E%*
zW2RznSBgt&7A_-q3rAM$vOAlJo!RM1>6GbJ$WUw!jcQyyKP7eaRMXl}lSH{KgOM@T
zyJKXeoQN=@=05h2FIibZ#Wc!jGgyIat+|`UUaPllh$FJ~rOifWu$z$k;B&W~L}|8x
z!NId)ayKyS%DI{*wTtMX>ttl2Dk_)po;-Q-aidBzk?se{YwFi<#vRn~#5IJZ83L)c
z96Gnm!fJJi6nVqpOKgD>Au*f>)WIn1rz-+!I|DU}Hk9J1AO_Q=uq+K7uMkF@VvBG%
zIF<9zvDKRm2{?miOAb<}5~Y>zO`0Cyi&r!W-u3Ov`8*PzE!x7>Qcxtl`1#%N!uCi0
zin9XtI4A8d{AzWqs{%(Su2z*i<D2<p+S^>|ei5hWRsN-&zv2?TeNS_&!n}5qNKf;y
zt6mv_x8sx^rC`BYWq@|YN=R0R;o#t-pyCA0%LBDTyqP3EqXGDtN@<=J#}iA+JZ`V@
z3-<;589MJHDkpa+7xnI+52}FUuSNg)VEcURKIECdABk6f2%Ykha15gUkdo5iN=Cc!
zzUn96J0cxb>n_up#B~n2l=6j>EbVTZgcUw<ujp1hFXCfYL=Vdk{(4elDUDW-Ao0uP
zhh!z{X>@K<qMzQ|;j{+5(v42y<A3k(KaF?g%9W4s!2|dG{~lSQ1=#pxl}HMilB%i%
z=B?hn=7@KDJvt>XG)|oK&*6%)eWritbs~Z846&HC>zzocsPI*@s5fwyyCPeW!BCi)
z)aM&#TS*Qz>iyKMx5t!}exT*7sRHk^M>2U0`fx$me8|i+c2Ns!n>~{lV-})s9GiGi
z07vZCr<V2<CSUB9eGmOLSh4T#V$t3Y=d%?!^^ljikl~VXl@$ao<_|USXcmU_%A^_9
zOkDEZ3(B@MHeCnA`FiP^C_**;w$!)S@+RU&YbA)q$Zk+)27+83E?5?)=<MRc#>Y3i
zU7MTBJZZy+_p!D0-0tqKU~iFb{mHeJpFioK*e(rlN4M!gA)j9R@ZqMfpI=3(rI}eh
zKmy6}&E5CI{rz4&J<51Rl+PU&2BxmM$jAij+;nkuB|Conc<wVpwMH-(w9UY2gezCC
zT0a}@=y*AW36I9^?d`D%2`voNCM6wTSXh|0t?PT09ZZb^==2fzlN%VD$+==k+v{6f
z$MFEWvGViJ4G6cOy;lznzF3;;-<y|#jLlwlJg*cFH+fsSN$C4r*SBwYsGxk<K~mDv
zh0-20>amH{A}O6Fc4+jyu&J-zCdlc^3OD%o=fc8<uTTqG{p%qoJNwHYKXiLbOVT^#
z#L54>5pmG`v<fal#%pz>5PinQ!@JX3CYhfm7?s><vR1^3vwJOpj3Y#XIv;Fow(s*v
z(elI%WKUaX)@T-r`m=Xbm6WjV#RS;~>{p4;{E7WUt?$9!*ZVA7GNsl1J9@ax?RGGm
zJ_D&w?Q!lNO%kycvhByzL|+ZqX$oA<3#wr~roO~Ur?tJ%dE6;WN8I9H6T{EN$r*vo
z(xOemazsic;|z-Njm#k8R(D*Rg{RR&Yy7Df#Ypf^dA&Q4hT~67OLOzEreV0{jz>eO
ziekEFso%5koX*t9$O!KSd{_{X&Ij3d>zjsTqe(FjzRlHGmY<gmA@OODICAm%l4hcw
zT*h*1lWyihvGdY(i{qjjk2)%hFL{1;)*q~`74E%0Xd@ZWzj39mZ+32u-IkcE*R-cO
zs%pjOp&V|qVVkQ5n!rbTMQ4+wEe0>k4n8w?b{?pn`%LjxXcJy&a{Vlo%Hz(~g^%<i
zj1*f#UQrP7TUo(wl&IUmfo)1%{1xPHC-O!3$X_K9Ro(04oFA#VjtBD`6~uTxrmIrg
z^Zus|K^@EieLOb$VA77_T%vT(LRMAP;C_i)$ri1WQX7_4NJwbfY4m)6%T$AQUX#!(
zI<yTxL6Nk$B8+Kfhj(5^8b%h)51k8sW+qjrWT<9_3Dc--`+7hliAtlAF4bc#lNutH
zSZVAInS53TBiCb&y=Hp<oyob&Rk=8$#Yicmdlk;z&9xMD&py_=%B5X_5cW)@dvACZ
zIdrVE#lLu-fFLm|>nt8CE9=;<7PDN)@|pWo$CBmgu`HPLUZNm>%+f|mITJMYsfomd
zC&fgZ529A;8o8rVR!c;$(vuP5#=IpNri0^mTJX8o+dMF`6mdZ`Hv8q*?p;EEn*gWh
zR|+&dYedw%LVjh8A<v6dgDWr4Hka+^d)BJop$px0Cmjw?v)h{u+O)sw&J9K%Q1xUG
zS$oBzZD{4^vx5cF`fB_=vV*I3zF3eGue3A>JL(xz@~)aK5zACCXqDE~P@~Sapg$~N
z{F2lQwhtT=)Y0lcxo@bu>={$#O}si#m2HNMLNY~};`MjZgm36pdGAX6Gd~jFf~50z
zGKX)xFA`iJ0(AHHqd~&Zp@D|#%st48;^J?2c%|oVI()aiKvSDPp5E;&Hfx+HX+3ye
zJ7%w(!sfCNzTEiPTLf_vUi;R2e?1vaeY%h-Iza4}q^s^1xh%AIN0TV=IaDuNX#U2#
z@uyZ+7h+>$@t(hUag0f$lxgzs@zTxNFO8g6Qo4y@udJ%7CwMEtyVftht;O7ZOZ%P#
zHJ+GU0-g7SS+haMeoADj2_30V97ZxletJT$;MC(z%|UgKKTqIgW`4%;9QP9aquHR4
z+JdF053Th!Gc#_%P>tKek9bNmiR{0T&40aQLX{Rk1iDYZNW1Onvl-H=jm!ecL6;4m
znwrtVnNH!Biidog>650_y_Eq@<XiijVu^I)csJ$zkhANP6&uMNgM&WJ&8Vg=G#Y&~
z9CHj0w*0r=-kFLxP(vaD#Kpx6JdWIZOZ&}9!3N46Pk8>kuDN+@iJOMT^)Mzid7`r3
zxAX1o(#55ve?%PMRl}zgVEbI0om&a}CnhGKNLoE(#IX0|YMBXBQcyI0{rb*qFD#6d
z32d9LBk)NMv$H0>o8;u=Pc1EZ;`bWb`T6u?RcW82S3mz>zq6_5FOY`ZoiZ|)Oy|w_
zEdo39Xu!BgZLI(%?|=?P1X;gz2DZB`D}AICRjhP0b^%xV2xfmQBNtb@z!B-o*QdZl
z>V|KgUBTcz&bJ&bLH)kjKvHk(nq!b*g+YQNkP(i(RU?1mZ4b=|zlBr%ke@qei}{wb
zOs<{re7Q3Kc2=L!!_6{(wvyuFC!jKI57r%M?01SBC^WkpS!H&D570LrP`x8~!wbOw
z=IiU5pvsh3QbLlYlGjL|7V{Dgw~T>Zd2^x3IWzcTRjP?B@t-@cwFZ=H{EJTHo$nI8
z5qR@5IxemeE~dFk7)B>Y+_0Zt0*4yjC*7pY%sg4^r&e}6F`cb+I4&;k{jCqq-Mzh+
z``26xRKLKVoO`l)mc(Y-fkv{c*V6pBptL-(pRex|0|RO#m5=uIT_G0pn%^`$XQYmA
zIDJQiz{K?wozx$*569A{p1XE^4!_P`$GA*dI0OgLf51nuI0EOioMY*BHvVAV*cuL|
zRn!`T*>w90t?&!VqwOaD<Hks}hUEntv{#<nf|+We!D-=*44EI^jJb3bHr*`|JJ}3_
zco$E5Zrz|h<AolXL+XN47GFx!ytA*)Je1o=KJO?qE}TKz@HT!{I(k*lwW1cPc`sqi
zU0$@!VD0k(3;oW{PAJ1@-+BrcF5G0X-=Be5sV39*V<GV*0WOQ8Z2(jEAjbw!2RDD6
zW-yH%@~^k<i;waDB<D4pU~&!Fxp=BzP-!NXmNwN&yZ>R#IWBMNFa$f(=5E7Jcv6lQ
zx7j^B{LDQ=W#Is&q_oB%1>nSK#G!sd+o_-zXN|of85`qYpWS(}J3V;NNtj?SxO4N*
zu2gB4&G{FZnE<_MR7|g7ctSW1lB^p-t(8<8I{D`K^S2z{#~lzX&%C`cE55579`s(?
zktcul);E=yV|6SU3koXgd0!r-b=nHQ?J}K{eB3FSd!riECF}b0JdTYPT43Uj_k)k1
zAj4aR1EUcI02aX%sSEzm?Vhq)LyK@wa(h?42e@~&3I#Xc2$UG}IGpiVj@zonhtE#n
z$9n>wo3Z`YV;euly74NqHtdn-fOLH>axg372zJ61jLu<)<}{F-{_x;)nyb_<L<$v)
z3azfx|7}0Q>2aaS<$`?87|CnVKah^&Ac*PTIu6|1H5<iM9M6Bh<FNgItK%plblok9
zzl1%!{33pz!)i>X9oOsgv3&vld+#rNtYfeC7?V&&w&9?DAhpT83g+UPgPJuzLvZ2R
z#>GRI)mQDrA-wzoj?C9Cd$NobVwf3Cw&1MP6Y%l&m042ajTOZoFu}=;H$k%k=iyK`
z#o?6B;h!}%HRbRTcvf)WzQSVb?C?oZGs`2XNwjPJ7D_SikK3#AhyDN6JiPlVvy}II
zDQ<?Jm$&JKNL%UBfl|J;SQnh7bdPc0oy9XsJM9J^kR_>I2iEhpPoKcqd%A4M#%E$I
z0ibr46}ZavARuVASg8}Y$MA0cT`MmtHGNzAcyRf6i-F;i!foSGo^@ANYq23X!D1@B
zxU|GWSqHrGc0bnrB%UKqW7Hd*vr5H7U`(b2yqqchUX+;rpY=G=vvZ^0M2wM~jFT?-
zqfB0e7C~sfw2WB|&j@lFRk#*ZM8+tp@OR^W;%EP>imR8`)ZOt=m*c4ycu`ZAB`t`a
z1j{ccCE`_g-G|e{5dl~@9u?InD*C<g*!_S0p>gf49-Fx@MOa}UaY{F0y!V)?e3Q=G
zYh3zc%h2`Kvo(=jl5`a%eq88ri7L?wU^kLa0w$9GRr?wJ)pJxr+;3+Rmkp0KR0QDu
z0t>9;V|;O6Da%IxdJ+X2Gp((u)~FG-Mm0a<QRk~7jM>u+ZP#Og)ENf5Skv#E=l8aj
zn!pKM0H@$=)xR_5RTDvNj7o*7c+NW!L>1xPr`W0U=g<FulcxT8paEZLf`d;nbw0lk
z1^}7BWg@Q=HWiwEx~~)eqY>T;-s8cZxc!D)CkRiGvsg_Lujc1yE}8Si?SWCe<`A=B
z?{PE!liNQhy5E^wkO5JD?@8Uga%3TShV6nY+A}if*Gf`TZ)3NRPhu#CBedi?gOzAT
z2rG&v$3*^*k3|pv3B`!TFV%nCmhF?{jpn~#f8svUX$_7Z+G~Ohx%_9MkEFJlg#|aI
zjI?wQKPQzp@2`8~d|VGr;q!h%F)vY9i+J^ab=V~0IX#S$BA1lB2Q8MzhnoJ?l3%f2
zCX<;A7_>y53~a7xK8QnCPI(+VU3*E2G<1$&ZpweN`elCNw&1EJ9blbVk;`*%MueS`
zHW&rxyWoVeemik$W$uGcPEKxafadq)h{<@zhPOs{+8vf-m&hv0Ccvvu0LE|Z))m|_
zqde~^&Lq(dPbji~$PzciunaLn2Tn=F^?2>zW1uAY&X^(-X<Kmlr9HCQ%*^|}=-y30
z-v;W($|7R*deP*Wna-u*hW+~qx@}5w#OoUy$M7mED_hCL+Df9(h0`OQov%cxZkoqd
zU*XHvt{Jd3^=6%$EOk3pGTgYjQ*B1J*_Wk8oA!+9ohH0vE7rS7$RTn1+Em}coWZEL
z?{>|*C@6n60t8LE9ya_Z#cAwcZEV*<*Eq`J_gBq2%$Pcy+;FPDv+3E>T-m<3XaQ{_
zUiWCcqSBpy{~R4^{vXzP)qS{)a^njr($Y=3J+t6SY+l&D{Pv*PWbY4Cg@1uY0>!yX
zf`dXG7iN)o?D3EDPNG4A`r&6L-q#iuGIaXRoxZwD8}}!>_~Jb}RFE3&gsTD_F&^Hm
zopbxld%lX@d6}LqjlFMqHE!2!`7aL)R^4%dkC*T-7z|ItRYvZCwST2a<nZFFSFd=j
z#_)jG!uSuHk#BCOiac_p=TWJT;a9rglCqG)cWtR;QD3`BsLm~r&Kp8d@fHq_pgCCx
zWvp**R!SfL*4=H`t|r34q3>R9_x}{vU^{SS2UF+^dP<bX|6=dG!@2DL{_(fWB)dpL
zMkLt^A(c^t-XW2_DSKy+vI)t^R%VC@*?UH^LpIr~?D2b^s%w1i>;8W4>pqU(@%!iJ
zxUQ=XS8+Pe*ZF!qpO5wYRh!P`Jy2133werb4z8|Op(|D!u(P&KC@ULsTBLA%W|QZC
zJ(eJkE#i?50|Nu)nKL#fw6?MH?GKBu{@B<ksmH*2z+6JN&dgw2DS-5<F?BOV%qp>O
z?x!+%q=oU7^DoHVL#KsxgV_ILLytTCWv!kjng<s*QlZc)hQF<m3Z?j(bQye!%(ok<
zX=gUxj9CworOVnP6-Rd1k3EYo@$<%LW^r_@yM&HgJH&x}Y=8y1p6pDVeuu@LP=z^6
z`IQ_L7gi+(t&=Ra2WQB2QPR6nx9bC%Hmh>@E?s$;?U!UvxO<ND=$h)$R>FYC$Ay~m
z=C^B<6cwkxI|{~L!ga~Qd|7Wb_jmz{sTq)sH9(CgiK=7>7V;o+S@smMk%H1XVppa!
zUx4ch0#3v##m02y$x6)E6H)%g7cwVGt|X-qfB$0p=T7eTT!uEiS=-Om%1H4A87}0g
z<Zf*up?PK6!9I<2GeX+LPqcq^Uiz-$g`huauuZyMcEsEd%~24o%^NOt^Z_$ReNHZa
zU7F+kU#h`p@&PG#(<@Ub`QBs7ay=FsOpPHuyDpVVDf0^=u<+~ntYfaAec3SjDP;R#
zj*us-=T5IVyo;Z;@I#OD1lVM#UKUymr*JHz*&s;jYMSA16+BaQUSjB@0sMbqKzhK0
znUKMH_pdl_thU1HOKpYiIcL<txS2bq>#Axt#a<*?g6sDUw*{*@k5tOzhDbg4R;Pim
zbWUyQ2uc;%dBLG9q*KVg16@Epu+D@djSB?3+J$m^TVFTIDIimZ4mARf^D4ex)$!9M
zKWMxnR4tE|?+h)q89mep9=<dZkr~FB@&|-aJRuUG-cVLmbq&rv3=|Fyj%q~<lOL%p
zmlUI$0_)_KUh&zGn+n$QbGqC!0+c!i@idKc0$isVZ)K#FJ;*k7X1bgGM*jSc>S8!s
zMUTzu7Yfhpu!6E-uCqRZ%1~qfplzL`SwnGY7Xq}EM|vJmLO^(rG1wN4W6n*m&-Z0b
zJCMxj?o~G~?UL!v_q?Bs!3E@LZd?3~JkuEImAMJoSAELNcCxvSXAbT&+pYNy39^iZ
z`*)UodsDiYJUs((!R3xL3H-yd4e}WzpB*bOno{K!a&P{GhrjNB-Krn^E|R*w{>5qS
z<!~(+v>^t?9uq_w7gJJFmW$h+vvmb!ugqQ49Mq26xI}08ABe->%9q*uk4eo(H{5nO
zvL8L;?B?Gof6a_d@!+`7!R}fSggiP8#3EHPBrhrU6zevT?t)aM0gUFsP;!q#HgYvc
z!UB(RloEs2SP(v-8sWTj=_!b#PE_npa;!k|RG(9Y#jr5FAH`o`3-pgSf~Pkd4vx62
zwol4je%vZJQg)y*fs2cw33VGpd6k%zEV*oyD4wRna+8-8z=o(Gg6z^&soe?Yt5ryC
zp5yW(b8}XyVs<+Yq=zSwZfpg7L8ZnP#As`Cw`YHV6h0XbXKqy<?BHrHEx8$#AK#ss
zb~7!m(7BG&Q+~SdJITl<&(xsRGgdp`4MrueZj&IMbD`x*%*`J;u7S{+LDMSQ$;+ma
zj|Za8N}y-V+XSXZO4r&l?Y}&r&!7!mw2Qbyk6$}7LMM3T3dVB%```GD!Wr-{KF!Dg
zU~6b-NXy%*ww02zoTyO_6?HDb;pnGNq_zs=H-1AV`$BGiUbIK|r)rFA^z`nG)r5cf
zH2eW$ZzZH`@~fklkd(wgft*<aIv9bZFX`Tc;_cU-Z&v#y-<vz}I^LJH&g8Pa#p3wm
zMz!zMV!j*!{Psc2s|^dkKiO-OmVu9giwo7<z$0fW=LEP&P<%#*9v=s=(3|#9$AQZY
z<<`^FbJHa)F6Z~xdBbm9ppM>-O1nE~>q#*!lKuM|`*=><)4LA3{Q6{;=Zz-ayG2!J
z5yT0qPWk5|=aMvG|N3(mq^AdZ;;;2N2?;vjZ%+>(F$sGj0RLG0j)<eFHKfml-DK2n
zSml$s0fD8e_gKTZX({~04Wp;N+zVxFTn(vl%gFd-GgRPAAHovFGkj4$wJ*!+MM>`0
z`M&5(8{wXYq$!n;f&y7eU4r2?IVP09`{^DRyJm(o_#YR1RQGy}>c-=)psfNe=Ur^_
zI4(37`%#q)Snwk~?l2&$eCnPEi1JX4IcLr3;s*1>LD{*Z0Hs#+&nbM|Ybt;9wy=qX
zdZXF5Og-2U2R%DcxU>m)&Q`;sEp<@M{=`Y0i?hGzhaT5><pH=701TNn($>DXEG)G6
z)@7Du&mC*-rh$r}Y;4(o$X8=teJMvjHm0ZKnV>+rUhI6l?|i&QS&*a44n3OO!tGg_
z1ju$ZRtF#7omp6@o0xbtz5}HgypSjq4-e0`xw$pfb`UbQHb9j)bv!p#_nq<^aD_XG
z@bY@)=5qC}o0ynDJACWbpgL{dl`B^|zI?&gT*q7nakP-m(##CkRo&p=U>)GyWKT1=
zD!<6JT~JwD`o&DB*-A?vd%>Y$Dzdb+)bRa#{==Q1Aj15@!k6uP+C+J>ws6t|hY)J=
zNLLpNE+BiMCOd4;0Z#k<eV1N-H_bU+idvv12>GWC;Lg9}KeHj08FpgMT8!8xubv`x
zuZb1kCJ&KYBkaI%U(K5^;rA+wh#bH&5EHLlHY_X*7yy(<fBYL@>5^;*-~FT=`f~xd
zE|KloXfSfk%M_0#7w5vITHA8Ewe#rGLy>!m-S21@Fg5=PCUX$$wHaPNEEe`Xhp#7c
zrk3$3iKB&ZUC4aB9I|=;z{&b95Tb6Tc1~61q!?u{#At71$|v3ty>a74(;6W5#)&qT
zcUuHc<(|H(*$52BPGqk|PUzC2Pm+gxz~6CPpI1tjRgXL&vgfB3;EVu?;>TaRO6$I#
zDWt~-Er>-u#>O*~B2rXbfrwE|RM3@0eja_aRhE8iz#!AD>O=M?@2!m`!>v#Un?YdZ
zrfy$0GJ7y5SZtypYEqaR6?KY$kWjE*E4VD$#_~(ON26k|jn$R=5IY*P`^J9IirF|D
z9W<09yY9>wa#QS*67Uj-i&ppJ9_S&x*;+yXK$`pD5dP!`>&eT2iOkym1vqNQMSvqD
zhI>uQ-FQh3^l_@~$VJ^E4R%!Y`Tah8SB|t1OrnC?zWuPaZ$Iry^x+?oqt`Djx?dQ|
z2T-jj=lJj-kkFi>jjTmc-Qw$*zN}&nMx_ct#k}Kv5gfDR$$&EefSAXo14^~2xqqqy
z;1qgND=69+hW{HBP^^Ivs>BRdU1bS7JG;J7;-dy4J9rf>uOHU}Gx_J1?Bk>D^`Bhp
zm<uKyJ^i(`3_oD^Q2QI~nU{a}a{p6$bzo`5pe*7g-r)vqTp)|yj`Z=Ux`1rJAF_3z
zk=D`CDZhLv`(J<IxetUgoe4(K&k(Yg63E`zr0-lL*q;CSGyGS+`2V^g|Ftm|Q^591
z8UaB_1L*24s*f@!WMv&sSHK5OhaXaSE$U7vjex1zGsVd2E0Pg%Bb1Tab$3NCE3=}4
zwn>*XlyUU4G)ERo8<fB#@b^L)KhEumkvm)VVG#d*L?meEmn^qO0@E*ZzP^1nqItA$
zFxOD(@{=?76itT9&p^4s2h8hK=_Mc|LqbS|HU_OW>o1qPLrUogydag}xiF?lO))A0
zxF|8h_+zh(*cbu}9pwnQ377lvf5D1NhkEI98;Qgbsr9b3?i-jNWbdqGR_x-7ml>A7
zcpl2{xYb|ucKZ6G**=98!3+`&K1z#0u!I)@l9@OMC?v=_ibgz+y@dc+q_ltph+5cb
zm%#;~jo|K}wggb+y~A;0s=1h@_mF>PHwqwCHNZQbK(`M6pbYj+D@RUBuZY{{a&?<R
z-`3!X3s0~=Mwt40z|`lk?A=y4Z(362Z$;aCV=-x(4q<nytb{_YnpXV!WGLfVVCi=D
zu1MNy4=lYOEx3^*P_EwP-`7!rd1c#9^G8y5(N@6A+-wuIk7Jo9Z-p+`(C!n%wVXkX
zfaj&2$aV8Zj7^WS)fdyRrKf0j`WlwuS&l+%S~UbGmi9);rcQ?+z!oNQu+<I^eh`v}
z`yg>(>9J3mi1^y{h2NEum>A<LX79M#*TJf@g8YUXUlM!GXBZ;Jni82YgWhaEefrcK
z))5M2SxoH$RWCmwp-S20MYAdh`!I)F)k|MXihOrY5s@HijxzEk`-UsV<u3H3xCp8H
z`y-9jHfX+9v7#KmbJkjX>E*pti|(A9>b8(r4Dpizt~-UUH4_tzsF7nDn@4)GE-bM&
ziqX4+T$;b})0F*)JMJ<-n*?x57J=XB;RjQCQleB!Ci>CyejZ=Hs-r3aczh=H`g%~B
z?Z4&UdU=m;InkhieQEwM9GgAYw_aj$f{2hRrQ7Jy&d{aZ&0X4^uWP0vD~d0(=Ze6A
zf`JMQ4BTv#6uBGrgQ~c_we|U4T#Yx;c=LrEEEKZLfI(`gtrb(A!>FEvdX5lo!*7Yj
z$Hz5Vz>Kq<JTq|W4K2Ta9X+p%mC1!$q`F&;TB3mSOEk-p!U?CN&G2_N?&_|xl_Gha
z6KG@(ODJWl9P#;M>0uN)Q7$GmKmh>wZ+lu^v73+3alZRaSm&jaV%ZW`bYj*2eyIGl
zmg3@P&3!P=X9)#cp>x*Ugbi|%=q@m){=h;rKV0l_$z0#p-6O#Cs*sTwEmD%5|M7T`
z$LB6{>Nw~K#Q0`^o=g+@fGDMhWzS6s&gUxQ+P_(79_>{RWfXdM5S5pD!e$MY)AIN7
z)ZBEP&X~#5HhB$6bK4%41?(lE>yXA&3koq5DmB)YD*ENiGljT0eS7=`8;>gnR<Eu_
zwQB;q!#^ItvmAV|8633qu3<4>y`t~J$AXhK+<jNc`ma_z{%^R%hqB_Dz1`hURM~M+
zkx^0CG&JI;A0x?CA~a{t)PW*iZ9xAYiZG_jeT$&4*!@3?L;eG>Suf4C`dbN>zmwAs
z4cVu!Urj|e{Dm6@`^6Jwag<+3zt4poG9W1E!+W9<+4bpy!T9Z+9kp?kM^=~`@lF`Y
zm5~^PL25(5mMqzO0JdD~YNFDJ0T_m*tH~JAfaoYHI_nU<lU?sKF1`xM4UK$+ben=Q
zva<AHO(;Bl*E~e^@x`K@6?7#bv$_p}XV43R%EPo!#%2E!d+=uOb3+BXmb)iOW4nG~
z6ZpjG1RL(C+P#v+jetVctDBufZ!K2pLo4*SPw|`^$F1n;oBxxjY_(!SO{_VzyE7}l
z2$6by$OO4wnRyjPJ&tm-7BnH;HHL<u?S5(!i#=#?opm5}ZaAhwpnC?kEX;Dq;a~`t
z8XZ2^8$OfMmal&Cn*<blm(-zD^A}Vez~pqTd<J~#ItYK%nTCf*#IgUnj~HG%_x$MY
zEJsB~bDqoEwi##Q?S%8)3gMI3li-r#rKN?$RmBI3pFR<PU42ogpr`!gItD@w!oCkJ
zY;)cclvO|EK3^z~i}K0P|0j&c>q=ePihnE!i+CiVv|A@nmRPLkpc2mtqZseK58Nrc
z???7G=Otp_b0oYU=!1IO!4=;TK~sh6(wzTEBf<g5&74T+?Q;w-{}WM7F@h-O%P37S
z!k2I0XV}ETvzT)zf3YJk5`TH8X-0^$3;F)g!A|8Yct&b>Z4v<5q!YI>v|Oa5{`WVs
zAcfLK@DQ#20wiUZQG1*)h``bnGA5*CbhdERdM!rVIci_>m{o_9WNe(LK_wWo61Gu)
zH@lybOcmr2vs_&Mx^?r*yM@gvhpXn!&gJq-FuCXBCcq9vs7-hSi4eR!DBim{*7jXy
zW~T1bM5#wZA5Or5-ySpRy5g@<3uuTB#OIHIl|e#BC;3#%FTfjB$rPdLfq)83EnPN4
zrC&OVxZl$J2^{se(k_eqx5AV3JkxuzHyK$!oHFN*`c55?`%aE%A~p2%Bk52Dv}2*_
z(6-boRpr#X>&1f?lwDvaE8xIUV}9reI0JMr`1DG1S0h`5r!cf@O;5m<1|SnU2(%;=
z67!}FxIIm3eYpcm%uFiTJsbhMZC9_=o0>dmb9np3CNEo~R#1_i9g!T0`N7|qCNJq-
z3AVAk9N(AaNv~dfGt}#{!Pna5E^~3NZYe(8(-=$TZ{HEI6&oGW5i&B@LK%mDJbyP2
z_e2xCpV>L5JKfheHpackWX;v~k(y(Y!}S!(98UGb^rk((+o^pEp2L&t{%H#f@xG-&
zMC&@&n4rg0_-k9v@)VxY*W<I_@T=+WFHvj(1BjIuwDsBM4DH@G$&mKxmGX@;BIIV*
z5Q3_z2IKl4J%1AA_GpRgx9w<)a4OC#Wv_<AEy$i6jj=d5#WK5JNWa1$%}w)o_=cfW
ziN?x3Bd2TpAn5(r0D&}4AA6T3D-L!lR-g^RM9E%R;6;L(tiFKKtkS6zg3R81ga#LJ
zD1E__5=%sIg`*rmXKXxtqx&W3@tuFgzCamovt4JIV)01o^631efsW)s5O&TE{LYb(
zu#LH#?#+WjLa1@=AvX-kgwh7hURG9?droiT(8FdGon>-VcJUO|u$~B9zdcNGL7`w4
z114<$bYiq*Xmg~5u9jvb<=Zl6O8U3R3e&BO%{X6*b=CXf7}dvm)xQnsBgFyZts-DA
zEg(ov$I_A%;_xnu0IA)pTb9R$8&`pcC^yshY<mAJx)kg#**vPA70;x|59s#4H~w5l
zF8!`p6%u@V2pmAdm@wi_i})cT)45!><jnE5=qpf3Km@fPfHqv`{V-H>TN{vR#`U(y
z=O#4*E{@K8AVicu_||G0t~bv7FJLLdXdIc&<~CTlgHH7y8=LzbvUn~SSgf789Kjbm
z=`?n%8c2hcf*j}LC{6(ZUl<tFS-KJb66~d8un*M1KnIZ=8x<>}&_l86$d4*9Mj=JT
zT#)0SL_xzKu;D=6^}8ajLudZ*``j)TKKA}}DgTDW?-E*qTBw0+Ykd9JC$pj9r7gLA
zPJUhZTTek&O{~F?Z>Ed$iInb{yxxfLcSUP&t{`P{!p|BF2*FPv=;3f#@kgW}SBAG_
zW31W)kc!_NS|rVmByoQGWjb}|ABsX?cD090O{mB$V41Wz#zHOl<a%OrKYtD`USY5=
z3+3M++YAAd8Ka_UwGGW*75mnEjWR<%Q<3qhJX~Dy?>PtCIekSI49M!6A1a{$lQ#>E
z^LKRbI?zZBU|3bDftpwf5ToC9v5!xNvD$zjQf7|#UyiFI+TX=Qj<@S*j_910(13Rl
z@qw_&eB^_KU$bY+IzqNoFhZmf2`!^&TsE~J#hnNFDK|IyRa8{Wp~oACF*J3!BFh*^
zb6^v~Ln2P`*8?<dmho0~N{~!nSME`G_X*^V>)eeJ)5#!dm<YNi|Ka>RaVC4L?0Awt
zd$l-)n!<`BXo(-7cVGtt^$<Ov_oeJ8en`D^FuRsSIsVsf6+7enkU|8ehnN_euOj~B
zpA95*l4!=i{mclk__sb*OpKf%w5{YB=^wnypNhBI*K>jjirA>eJc3)H|GLEIZykhm
zf<J_E(`D3Zy;@E-Y_~$qe~|rwyN(;bY!|6svP`FG(!v!Ln~)4;e04Ydf78|_5#jm%
zt>ynuqzNwvc~6a^pRTM}phT^#cu0LWci$)eD*_&L18Ti!wv!kr1mwNY^f&y1q>P7*
zq)rwjSe2Cs2h&Q#WP$#-`)~FfU^#wCksFC*zKARxNb~bjuy=C)m&X>P{ro1Xp2H#r
zB>q-Z_%fYNt~UB*7`D0hy#SLlVY=nPMk_#&mNC2aFadfxU2bL4LW+m;K$L^jcpbEl
z@+a<F6=XMT-|tdI2<abwDyf#61;>Aja9h7D$vR*uGN;-A12im{_1A_*Ph3C=tz-9-
zquzE@&@QZh$mycB_!`I~!S-HD*Sz|L{5ZN<-MyD(vfYF6^DX#}F9WJAa$<gy(k?qe
z8Xzfkg;HP?)U~EuJxQ`3vR}@<ZP4G_h$>JM*!==k1~>NW-t~uO8nSHa3pQ#Rce2;P
z_q=q%TVq~!S9{~JD<T5>`lPGr*2Ov9gWI|XyR#r{9-#0|@&UkyFAw4;L#KPfq|D4X
z&M`Be8U9~1CjUP={HKWW{|j_@Z81qKkrMnb1_sP-{TdyhoovmGWs%Q8jmmNv?`o%J
zX127VVFg1I5b|FY<q!SPsSC%_7B0bL$v{9X8u;gPl^p%hJ4l}%of0+RF7I+rXt9`#
z4>(QrHuB^iXU3@85`O}~6V?PlQuA;$zlEF%R3)TBP^W&$`+u`xcxsvA%9~xposCas
z1pQ06{ZF-pii}#iQFOnYtVJtxuO$%OmhHOSz?PW7pLx9d9%E-!JXRaX2MWI=(HDAe
zREs}54b2r@=I8f;jtW&-S?M-sS1g7;G@bxtBUHh5nUU02U}JR^8YE#{o%#7r%&qgx
z`ksupP88U+bZ6y=HHX`<>czK|g--T<kX7H&{$!K)e&fnHKq)fmEDQEMlLvKZ=p^Rv
zX)Vd!qn`u?3sAgTwTre+nz4gV&XnxA+)bJ^{@0}Nfb(~Pb$5n}b=iMq5~_l7+s{kt
zs%UT6zp5;QtQG-?69KB6oOF&nxs)yTcZrap_21cfSPulv{;2Jd-}njrmFR_Yw+@fF
z`W*e}34d_{A|fCx1g0YWO!v>&{9B+L@N992YCMF9pHQRE|BY2d`~jqKDMnzEscLM*
z<CQsfB_=xKH!=A?XGF>U#o?cCA82g(t$ax1h2dM8LqM($#H#U+dXatV>3OQa`ec3G
zHpXeSsc6ja!g8NZaCm{5(C%^#f-dI*o=a`hg$8+;D7>a^B0G-|(36sq5|7vJ4`~1Q
zZS`TfQ|Eg$ZD-@g%joO$5uSq`?z-~weOij$AgZ$fU^6)<$E@vPz1s?mv+_1`8b1w+
z-Q!4fDvYw#lO2G31?&hl+f)0?-d9^4OaMv%dC}%aGZ#+|n0!<O18EUup8Ala*onWD
zNs0h6Mn0Z33UE2tp*)!6aMxaG^lxH>K#uw`B4@nf!itNln5u<Cwx^Luq&2A$aQBXT
z9AmG9c!jry9rO_0OAG<_)i8I-2l7fsU}R7oq}xmp5Q7@Lq7D%VfQknLB`dO}i?rvE
z9U&$!Plm)M9o{IIXoD2)bJ-<?FhCN25oYy3sS`adBi2y|Yxj?jjEos2^{VoRIpQuG
z58ICWi3c2vQBWS#aXgz*4`eDF^qAlNQE)s@svOed$6>-K3PtVwy<>Bf$kpdvo8Uv)
z!|T?e-Jw)}Jj0|4>Ey6H&O126eOhu}a<l*^Hnh*+BRvzp-IXeZBL`vHx}_j3sb{{r
zb<1hlleQMnWG@)aN((sx4NB#!;hJPjNgt{m|Kh+vci-OK-}rX0%(Up~d1-4XC-I;r
zLUU}Rf`~tF_B0h$HS)DkqU;ehW-e=|8>+5l7M4z41k)-mBm>QcR=~{6Nu(D*jYw;3
zlOhdUiMnzz7^slO0Ok*$a_hf984tPMPf~7xS?+JQ#}BzZBh1-eB7BM+JKxjK6S#~?
z-L6=b5)Hu~hsf~SLp&Rr^ICXt&5t$cLn=XM`bfkT5wXLpB}~*M(?K7Ytyph&3VK;Y
zPl2y#E7%J`CIz3DeOc=NR%snenG;-Bb2O>*^qksBO?kWY#g%VqoLLZ19nke+pr}rt
zw&>T3_~@vNgd}Zkg7||!v`JTa3F#Qj)WtVp2nRWkziUD6K4XaZoqqIIs23O@)+}QF
zZ9m3-ixfcWts-i9IbpT+{3O%W5<8vQ8G}!o>xGKK<;DZWR?ML4Mxpp&CJ0d3f=hab
z&fxKl(rMv1ldNJ;Ou{>aJ-j=0Injs;8J&f^QeQ2KvY0alxJZhT_vNVE3q3Gr2+ea|
z|JTJU<1OH$Pm~#a$Gw`?{6W%n*)tCZ??PbC7j^ql?6no}KIA1_%SSjb)LRhNSX*1$
zzb}~HzwEkpnTbo$%8hd##1bQa6HBN(8>_{tr*(Y8+Cnv)i&^LEo56PBrdjz`%GM_A
zLa`f`gtQ_Aut!$fnSb)N83I|}T97B)Y7mV4!KBrFiX++;R%oH?z5Xo&pWI(j`J|ut
z_qZMQo0c}^<u3*Xa#tmZ0JFRYj+Lo#Nag<YLdUtiudlCkoG!`!5L1y;R6O(*-g|Q&
zqgaZTFgf90H4e$4B`~1k&agehJSX)D26HA=E30=~o8YbZWaF&f8K4rugRTz``;g55
zGE5YA)a@q607s2`p3cIhL}$^?Bx|i=V!D8(f+F!_gT>u{)m5OI)J)AboQ8bLV%*QF
zDP{_$MLc@AR_5_`aC3JxCdanLav1XH9f*kEzkh%Ig&y#_Fjr^ieXq?>t6Hy3sn)3p
zlZOv8?e`|Ly`ic;)Xn~Zrf^O0Eu^FvF)0NzksfW=JHdQzd3Hc9tBp4~FF>)v9;+!O
zC8LhQi%d?a!)X^nv^WfvVPC98c6RtCIv}+<G339D495uY^=Xt|2)4g&qxoA45dFuu
z5mQhKm60+0T3XE7V*ItV-^%<BIh;;BIrMNMF;iF{RM?e{pP3p*6j6E=a-F=py{>x{
zD8vYn-zodjjzEl@<8Och_JiF-qN4>d3GgyPLjMsI^amC&)Un-Bx!w{rGN*AM=%=Ud
zyOm74hX=<C%Iz3?5h6Q^`-d;pQnqK(Xq}_}iJN<9sIkmMKAax^E3yF|8f1@O9(02N
zU+sEja9K`Ej>A0h@z$Sj@lVHCp-?dJg&rA5JFHg<apOghDvr@gc+X{uCqA9miQbRv
zuT@2d2V5)c|3_wWF!fJVT#cv+eNYaac?PwzIU<NaEZ`{p9C`$qK+r<Ras!yH!Vf4h
z0**!O?tyaq5{zBP`e|(fsXf_;>?`c!aB3by=7gyWZ_dcM!kFL3v)4P%CQ*jeAR?^U
z0WWU%3Tm3#2{8=$jG)*4SIk?v{6pGS$$vc@1+%=lUY-65*W;e?MWowZ3jIrAmI7=$
z8#!l7T%6rHu*XBC*$>rg{|jK~1)Bj321c&S4*_356|mWrD)QuDxBZ|NnD<<ZaS70T
zYa1HkK{`7pa-@Qd_Xui#f9ZfmWBYSN_03ox`helKpOSl^hFTjeNV^AZ)EYW>;_BCj
zMV{^+6QFiA$0RkZ<|IV%qtrf|cO5-nIv!IvQWRI0xX*p(xd`F^+&w_olDAbvDw7%?
zbmCw`WWHowWx}pvYCxoO2u^ON;-spoC$&m464VHrEGx7krt18oyRXEK1Hr0<w!bB3
zFFmMm5jHLR(Ien`6?u*&!+V5Cu>%j~yb#Dm?ZF9jCL*L|()=S|?+A!th;*-zy+-h|
z&_&xoZW3(cU)0K<Fpf`#&UB;f;OeK?Z~O5)7G2*-ht~re8v9m53dg=pe&qA{<v~d+
zhftH#Ab5YFXKiQaP34c2OWUUo%O%%&u7vwSt4VChFer{~|C9GK$AOd&r`%Y{@efI2
zI9A7_4C1PmmpSVj8alwS4XRceSW2vjZ)W7pySCMjTZ!H@)p9PYWKcO&G{E3e@Z1JM
zQ3)D(D%TA=S8rgcYWShfGk&hT7x@bn0`!W7Q7HY6@MFtwx11&$>_*?j(n?6RJl`u9
z!?)i!!JKF{gvOAN{J9tv4#cSF@>ykXi#m@VHw+8A$$RO#$ohT8m(kUP{@Ms8@Gi;0
z`3eciQ3K?bd>_dI#`%a_3W~^i9GiNx#a^`I*O`Hig#D)Rjmnex`at-luId_n(z6vB
zF921=(Qki&szjg#ZY1fJRj>qCz<^81@zjGYT2>lrUh-ptG$jVi?4^q)e6jb${>2iK
z=>!fA0|hN;k>h#4zu{Sqyd)$S`*?QZtGYDq^a$gYQBz0Pe#-RDAV2ZPK}RBRC@j3#
z2aICF_MQQpX&l1)j}>3s_;V|5<F8{0L6M8QC$R+OfK_H~)%lPb7mm=2%}ct^cD<9g
z_kAeiwHLwEI0}kSvgfiF$b7M&rU8-Mn_Or}6cvRBTJj#rUNrjH{efmq=TL_g({n*3
zmav_=-fYJuSekI3wtXW!b7@P9JVo)<J4>1028cI%i_aws)|s#TPf?}6ljMN|M#8|%
zZeMnc%_zRwA8}&+(y1ro>H@#5dAsXpDxeEJ=o>mT{tars5s$T2yWFc4{Be7U=V1xp
zTM>-u6EDuH4}fPuAlJU2*T(r;@fV$({4ynKm)t8W{zG$n2#^1m;x03D!JDu>o{+t@
z%wCIjGYv*Rdf1P<8zJaUI_`lS>%qo{tC|*_9R-Bvoz{vz4(8<MY+HDVN^a3s9<Qjr
zg9=e-@czL;@BYfQhWi`UvcJYYh9t+s`mS26yU=#L6KGr=ocwJrFdZDOl7Wa1(0ZUW
z_4RR_ot>F-2I9^7-c~sY2?`=7atZsDe@<19OwnCfTCxkoM1d6dr-G68xl6Iik_8t?
zL%_h?zJBkQWYM|o^=oV>>p6U#!D3(F4A$vW2=^VX5j$_JoC*L*I|qfwn=rN(WN!49
zkdL6Em1~~A<$vQ~$jI2Pr_qm{&+WE!g#gS(@>$uXV;_F%67`qJ&VafRh(Gdz@i@hp
zAV>P{rXbM20l!y%Rdy##4b-5BiPv!OYTI9I45&AVjo}<DOe8v?*m=k{U7=Yh_}hoY
z0g<q#NUna@<p(U}Q~8Bc87zL&m1guIobBNf^Xiy#d2Cm{Dt$ixZ-t5NbAva?6`?vH
z6+P0FaXed0YEnm+oXmBr*rQ@3VUnZs4jDGfDnXY5hKdySUGYYNqfzzbpZgi9sN^G?
z<Uj)V<k1bP;zyX#mIC>@R*k%`s9pPi?MLv^kxPcEH`z>xDeyrV@ojz{3#IB<r)Fqk
zdQ5<xqz~8JdhH;;f+mABRM%+gbNQP|rO)sE7Jf+KrdvxdYJa_S&+}<g(rDTY(|+KM
zq#K^})9BkL5?(9PWu5IvV2Hw)z&V<sF8bkGJy*l~#Mi|n7eC6tm#*%REJ!RUKAL`;
zG&%)au&n+2cU}nYz-Zmq{<tq)OP5N?=R#tzYkbKkJ%Cq+$2ENVd3-pFyzHr5NfTCv
z8{{d7cLE@$f<=ZVUGBVMKNaSOv=4%b{>e%kxI|?6)0I?&IGp0a;RG1fbX5X^P%SMk
zUUD^|ttC&cH;9ajqgg9mdfHI7s-4q29(V1zpuib#<y3|YzPhx|pDN@3qmwrBrhLGE
zxMW*hEd6vuieK;m_UCvmO!-c>3;dbh@xuRsGV(2$OWI3)lH8zCI69&eU*g7mf(U?j
z%ws)7-4?`82AT26_~#rCPDcpsxn@`~y?J$Gz#jFa6yHX|`w}Kyyw|J7n<qctOh5H1
zKVV5)>ZC8$XXBH1-nrG>X0NZMszE&s!F`6yc|_CpOM8-nS9J3Y>GPjDSziSN>0;6u
zkiApln7Z4@$Cr?si}CSe;Qg*auez)(_{HOq4%MxGSM%QO;BjznC_e=M?3a_IzO^ws
zsK=0Z!E`|PLnmIP)%OQ2wab>WFL8+?(;iKopmH4(<n5?Y=9ZkH1&4)JgK0(lbHiel
zf1A)VW=kvV={(YyQzkDonPJ_(z8=bWk)`*^dydON#&u&G<L<`YMu`J%hJO&{?moj!
zBp1nn>$+)=q#itxWupBsca7ZA3`k^Go7f=XoH8Fp+~E%+lQ8u@*S>f1VBm+1S}zwD
zkFTeWxB2q27B$Vw%D!60bLUbxg`*l;pL^^+$G1`OjP6ZrXQVq3dXwdRqZE!2pZ_a$
zWsP$`7(<^>-$8LIZ%5;6j^!MDyu^Z{#5SLZJ7JvUrY+_E;+|XUe7C=)r<cMd-`lbh
zmm(zCd)=NsC69h-)z?`_v><sAG!mGfk8{5gGw)39F+S~I{r>iZ*Z;wl2&f(7t*NqE
zu~HN7|3b<jg!a^NkMVP?#TtE9XR{qwS`<&wIkiMJIFv)j9{o<nu<epoU2eFB!%L+#
z%2=TQPj8~pPkog2^~|tAKWS<@bzAPlvv`F&k?hxFI}+M&emZvR<`c$=>p186Jgsvv
zNLgPlD)xMSwl>p$jI1GeSFL6qJFpW)n1q*rr-}1+&=u`XsMvNx`ogD9@tdcPH{l$G
zpWRwEuIw>a#5EnOlNV(Ikxe0~=VU(b<;1fQ9x<}^E<QQkmrjP8L^THe-+u1vM5cc)
zL=Y`)zUE88OJ@tI`HKvOJr>37yFN>>sl7|{3;7rx!t>2g80Sn@gTn6Dq<gjYF4VXU
zM57~pl!UZ24aiewPT}H%r>u+dWQP9v485O&Xgjl;6KT_R{9Am10nxDy-_uC%8e=A0
zLdn0*In{e12!o%yYg7N$X&F|U;tlN-A2A8ZytD4sm)vi&KY`aJFz~qHqvm}Z^W6Rz
zD!$n8mS~#rKfuN$#OBE;B-6>s!-I(egfh*La3{@QY7r#3QwKIYB761I%h?nnDl2r9
zD8^3GOBx@tr{wP`d~RqGBlXYof6G#Wr*<NUWA;Okkqwo13Zc%#G7DkgM?&@>x!c;t
z^ug)K<0IF{r8q|Vy%fv&oVyo2L;9<bdsNTZr&!}?_!5~zSab~}NtuIo)%NCG!%$y&
zy{U-W9bCE66C&@r1>m30V(37<$~*e%9XA{)jePo_`Xa@ptr%3IU%o9Wz=of$abhBL
z2A!ODk*xneGfjRuOrnYYkhcPfwvoWIXu?AJH>~(jHLJvSvZJ>b7xiss#&^PdcFXVX
z;@p>>(d`W<91Zkhwepp#svUG%^w^KKrpYY6uTG&DtnX!tykI<9tUy@YL;d1?TUqm6
zH2M6Of|h_9m$kX;xo$OEHT=8|l(<B}qsyE8^$n?<TwHvPKgOPWR6obpQ@LS*^J$Ir
zPGs3*^gW)&w0;Mf;Apm#XKX3@1|oYGj=z&LKv7>OkzB0alxT9a`6ijIewzY)oAu@^
z8{YT435n+eAF+GZ*AqlXTNxU`5}rB-OZaS<^x0098?r03wB+S1XS|bH|C;0Vi!l9&
z`-iC;7+b`&iqzDu@qg!tk)^D_mwHk7xW@h``rkcLOSEbJ%KcLh_Tvkma`RI%&FE4|
zP6yR@6eqhUUvM--U(miDRXI9S!_RMFzy8%<hb%HO5`+Ncgaou+(Y<sGp4v2@^ikxb
z&sNVfhLeA;n=eh33=bzr(ADQq+`VAaNO`x*qLSKJh<|!7S|NYPk>uICqq=$A+{OKw
z6fdLqA<0hYc6MIt>4Ocn0;QZ=jbCIM@y{l>VVs>edx|#qWr@Uio}kXnnj91`jtU{!
zo8jbmdQEp3cT5~SlysCD*Kp~*E^FOckEFy)xe>Z({X*8PAU5M&m%~9?_N;t&fo-p4
z#_UcpJ9|b+yj9y?%rsm0hq>Zl+>0)>UsU!CADXx~%-wEP|K9xU)%Ff9|L^7k&Bu8S
zQhM|X9(~~!`X05jJUd+Kr*SYmO}z6CcMVt0-Dl-<WD0RZepn3ul39e#Vkn^tW>z&L
z`ufYv<0jdctPO<5azC|-ck+^SFyLieBk-2wq^7Pjqzlkw3DH!j=3>!0p22;|kqajh
zjp4z1P2r6BH})dyrHPj0dPX`Ny2#B~_u6Di2Gr9;j8D&;@O94J_^c(!S9yZgaXkr@
zDoF*uV5-N%k3ppJV9(IZ$ldM@ud%*^!f#|fNumY|QW3&q>G1fiU^u~Ar-Alna?R%W
z%N#oLyXL#CWSps1Cxc#gV5E8%COoFYJK{u03;*bE>0>a7IHLI!u)0t<H$3}R+BArR
zSeJJOh=asP2*ne{w0*>_4gD~LsU(G1QCuV*tT%d8)BF9yE(Eh;`Vp}B#>+5T26CY=
zYC|G>BJJVI$<B=h<@Wn8@-tG5EZ;PL%v4lHXkTW!xoeuAzxk=>v&V~*a!I@y-jnFx
zO76z}%^5Zl62<4kqmoJkstFf&2>6U2$u{}U#LXCn4J6nYqWrEBhQ3B)=AtB$lPL+Y
zIjQjIiSZez{pd;k&c&6b>AJ2b$#2|F7s_}gKt@L1(42g3`odET0+qPxNEua5O~D^s
z^Wyy%D@VgeR-1hdIJSqDcghS+RuZ%7h&JvUDZG$m`gJFhj5R$FA<d&E6{>>Fg3MR_
z{ym@5l5^1kViH`W1oXrN4CDk1)IryeX8N3`QmAuFM6FP2){FUM5IDdi(Ow^$XilbA
zra9sJISq&Od|ih^23MrjR?({(Yo_=z7E#+{<_>yAWwQ28vYXB{`R}(seHo+W2%OdW
z^I5VIlEJGh)@6R~xx@mS$yOxEjXTHB>2uUea8VIzGE!dWB$wb%qoWQwd$NOc5}j;8
zi6-;$^X>PK)|oH%590`CrQ#+Iale_wYs~$c(!*WsqXKs2ogO`zNcb~t{9+q@^WwpJ
z>q+g$UHx&hF1l>)(ZD0(FXL`W{s}90BhzioAqocr1p_yQTjQ@*yvNWhf<XAU07@Zd
z4@d^lkkPrd|MG{%!4Hj<*d?dblw9I&o^yxleC{Gf3RN146vvc^(l<1{Bt6x5wMX#M
zd{@&L66uaq5qnhO(d)dUNG36v@Auaq>-RT?e`STE?#DPeC|t8avAPi_Fs#HM(PaEV
zUf&VZ@={x9WnNr~I`s6jp)t64Tp<yPU3e2zoD6^LjI0L=+lBmIOm~5`dJ2=*Iex5x
z(BB7uwTh?klFQV>+tD9aGg=8#IUk;pkm0>Pyzmvbq*f`DKchgcWPaNCnYe%=Re?g&
z=d`8?ZPDYJ3P&}0iLY}~O0ZC0W2C;p`{r!Qw@(+_)yWl3<xNpbv&ohVWe`)G6%(h!
zuazWokT@aA8E#B~$^W8+C=Y}GxR0r*<uUWeVny|#{_63^F1m22JaArqJmeeYe~Bab
z%k2i!EZ#K{Q?K%YG9p{woRb#IG;#`*!NbiDr<@1zoGHXfXo6E8&B>oQlQ>G5ABo{D
z?NL#KoocX3D;II4+_E0v!TO_DBY3Xe&nkaVSR=(F7U+HSI<kmgzI`DP8`#gpVRkW)
z>Q2}sn(Q6LjkDOJ&yFx9(Vy%{WW}*&3bMbA(k2y?c`CheyI3eALE4SIDj=X;J%BD~
zRKch#B&H>r6C-u9-=Bs=HW;h0_o$iidJ=_*1}rJd9{OMFq(96kntyW<&(?IN=IcU(
zX8p&mVJvi|$A(<P>ai)U#nAPq4ji=pb<2nH&Rv(Q*At0pTz4&YHyf_L7r!3n!{U2*
z#Ys3^-JjFW@;$%FnSl|Ik&GwiNqIbw4&F5CyQJ?Z7+AY}2rn8}`$Ti<&|@ij$e-r$
zk7f%Ij9N{*qbG_TK&MHECgwAYYKROzUyq?go%C?G-`_L`(=>;y{N!a7C-uz-rRfvD
zFIus!(w**-S>Kbyee<4*mlkBgW&{b-ff&|pD_Y%O^ddWk?oP6_n874X%2T(TxK<GZ
zF=BRMAjZ>#Pa*+JfyoT?R1Jp<N{bS7ayTd;dqhK}E<`A`Qzb6hE_terWhzp4f5}!`
z=b1d`&;4a+!O*TSqV&=G&uJKZZXJy*N2)llC*oCWVN2b=al0cyg0x+oH`y&+>KR|^
zWU;^eg<yPfuXGd@>47-g8l`*U?%uQGc<f}Mr_Jrf_=SB}Q}b@PHOy6ipNU;AEE-+q
zpG^`nE;F2(yTR~%Xwmttv{QkP=Z1Y!wf*irb)KbhiEkxF(VuM2pdd!_7SHZuyW^u#
zJGP?1r^E|rXNks}ewdAXo|C)Qo7d*opd=e*fe@7_H%OQswTj=N1{Z2D%tX<G$RIsw
z;(M7(JqyI>aV^*-A92tGk1vnbpxl66`QRiktQ`2su4JQ%eWjZ<$k?QpeJ6@FdGIxw
zY!Z!$=j92z&nO%WS|>8JMdiof3`t^rpwAu@A!&2!>*t+BX*WX3(c1Ysma&_ys#tE6
z>-5j8l*!Iv8Biw;P{aAhyFM?@>?Cq|*M-B$<uY;x`6~OHn$h?7wN9d6Zf$?Ub1rnG
zohQ|}I5r|2m&Qp`5#HOnQ$(_DDnocHRN?zhw>xH4XsG9{$E}q-8w-__m*dpCZdW(e
zE1CB2L-6Se1Qr}Q)cB$*f&UJKfdJSrkCYAO;&{N+P+23#6?<yf?GBzGVO2=<6quE8
za(ew8)}}@Sc-kt%mDGI|Gw)q{!R+!qCxey7egs1ZM2&sGT!OP3a#el7+kZw$&E^C$
zOvPu+Uhl-i;oF_JAM}F2VX<^gb{FW{Y5<Q%%=yh>(8?G<;0<skYHw+;*v?l5yYA|g
zf-wT&mKkqdx3jy<UOYkSwD3@)W_N2XH9y`bjq~UJo0igyrs7M$Ay)8&Q^*+Q{*CTP
z;^D44%JTdsL9RJ$w-Q~*J;n20l$B$Xg>%!Z2)`B+c|u)6^_*^1rLgJ3A^i=9+LS9?
z=(dPs$I?a+GllZc?&DE2ugs&bZ!;$*G(%~4-a6E<zu8)kvf0A^AW7qZ1u8sZFNM%~
zm`Gd?G_@ur4ya}|MotfJ*1zhlFdG(e8Y7FZ1WG!5eaDa&F<S0!wY%0M+5-x8dkpwj
zOXVeig5%&#<AkZM3;Dwkk&aaXJpMAm832_<3v*4q+S+#C@eeyppK;o(p{<Ae_SvPv
zX6_!MPk@==+z|W|7t?Y833jJ}PVu%Eid)}7)-jB#*ldz>@jz4n2&cAIe@#sOuzDgP
z>CTdRE^)l}2&G~WJ-HtpF&@~X@gDOMc36uB*K3JkM`oam;FK?JPKN%RrK#T^=ZH>@
zTL-<ZSUK#K_D<Of+FV&e8SNOU(%L@{bXI@QrJxC?Db3uc+cn=@?XavOY@eUcnC%Be
zFA51AxB(9mH3C~?1CqW6e4RGDXkoI%FyIIa(lf;%ss%Ly!DzL}nuM%aaNU&x9d8fQ
zst_hj?*1im{LwLgj(V^~V4#o~zG;yS0hnKc3!zywNcvIf=9quqdy~^5t0BRfz$^+F
zlu6K&IL+(O)_{`_xi_$CtClv#!R%6NQaJP!G7@&DUH6$qwmX8y%nsJgnAu$6i;Yda
zG{Zr`3}npV?ViH7kU2#8)EyC$07ECrPmLtoayf5Xt3IB29ri^-Oo8&Sj1lX4?sq;g
z<99&a2kZ0Hgp#vnTntY|*|@B@7W(}=FtF&adEJnLP3)#P?1twpzWMpu6A&v1NNZcH
zPNEb2eZ1Z5@jhwN6P$n=B9Z>&rLz-JW#4`j^XPNr39%wYyk6m2U3uOcg9d-xIreKs
zR@1VNz(-nX@6hoI)DSoi3Qg;fSSv^>iLq=x&y;hpbg;i9-&BQYMKtzil`v535yz5P
zv?24b2qM06VGd+kM)do6xE(K~2(!T&Fue11<F4x!#5e}4hctex)c|1c-6Mxft>VDN
zX+~P3nW_Qgu@Dl4<Rn5|pn!=mtmd<_0+Zxo$>>4Hr7|*7F9-tOoVr|b6cx#1K)4TQ
zAq1md_^|==W5y6=3#dGVylS+Z5bF#4g^2YfPI^|_pD(u0xhke&&YCNjJf%ER>X!_R
zy6(fvO@dW(*6TX{^SAg+N!J6veM;7!g}w1}T3p_9No=f0E({3*P6>AwYpev!JE#D1
zbyZ%gHudjY!Vvr<+4k#=rt-}A*0<A>oA>77(gVypC(g*q?Uicm)^WIC(1pA$0bSJR
zecQ=!rLjznJyz{pN}9*t&hCOpiOpzesdSAHUPqu_;b#c~P0UN5I&I~FZ6}dUr}D1$
z-1`KGt{kNaYK+Y`yK)|_Q`d-*KsQj-90<d{i%dhCxJ`Vd(hlD6{0Ys^N#g!*Asi9m
z48dDE=T&iabHvj}j2`6%NzJKDxM7D*5$jHw`-P@wAS2xe2?!)xXC?`k+*8#$Y$~W~
z6{M4&7A$*3`TO2Ymn2c}z<WxM=be0~nyZ!`>i=0ZnLaP<kv!@A;j3vr$9yEQY8l*~
z@>ly{_+a3jEG%V+V+on%UXhq177{Ul+Gk)c=GlGgpNkFMFSPEdL~=AuVBff!mn?@A
zn_;zL$?vp9q{TZnizo{+qTy}s+S2wf>>?s&nPf^|OOx1g^>knx+-lJ{f?_Y3=gu$e
zEw?57tp!M}Xg33YCj@`_0j-E1EVPQZzc+j!Y;d&wQJllnsYspJy$09ahEQ!sn8?M&
z9lAL-3@@9NX(0q}f@F-zWi>2b6ZSQJ>u<#RFzYlC+Q1_4d{~+;AqP`(u!tXcj3M{r
z)q+2~u$VXJgMq9J6X;!e!r_DgTY~gO*Z|RbhfOe`29j9U+=geohiBTAsrcd_y+%vw
zB>P4M<lexOxUTaWt>Yu1kVb;3!b`}2FM5JUD(OX{P{z3<(LO~-uq3Uq5;1*Hl<eAC
zWFE(!2}7MP%nkKA9NF;SLG@FzL_f>NNz$Wfc)_~yzV{wV-O04U6CZ#iLPYPPsr~Dv
zl@tC!4nvo`;ED~LMKst!7;_F)Ich%QNxQ3gD|cbAnCHhf(67w{>+oNMehurg>?iet
z@e~dDMxB<~$?x9r{1BuhNMXVY%Z;)9V&u^B6z&cgjIuyD+RtOmNvqmO9V17K1;<0z
zoc`zEHAL1}T955QUc9eVw@-s<u~f2bOqo4pl_7D}P0CSC@(v$ALtSWII%?lh#6~kk
z-G9HD=5`V@p9E8j@@A_#0eNAO?sXVC7L1oF`PA{zdQ$K7(}C5&x)sv&ASiKiqXO=J
zHOr?UamJ+9_*pNCQ<pZ7ov0r#T#a_1?Uf!b%W5lim1|SEkV0g^px*N;F0~G=iKDf$
za$<H`0nft?IcP<-^#}DL)Ls;*S?Z5M4FTG(`*%H-`*Ou*dLXs7NR>S@C2H0xu^e)3
zU#lBPZz_W&@PdiJHR5xR8s<J8ycR`M)AH1C=GEV23DRYQpdM-ec%No}sLJz%ArQoT
zv|7a*P4-`kx-<nL+s^Q0UgOnb|8d{C30GXM3@>8*3qD>+J`%iXB*I*dXbi@oDD+7_
z;U@m{)wHK5h9i_DWN1S?QA}d?#}-vu*P#yvWI%|ps3ETG+q!_fZ>`fL`t;~#-anLZ
z>f7pVc`q}P#@$aBzIff5#)4loRbtRv$AjltMdz|JFnk0hAt5nhd1C+bK#uF)LoCm0
z`T6<J^DjQkYg@35pnjOBtIa)XY;rYf;Wl5;qg-P2R{sIMH1ybFVm9q6R5sjzEo2?7
z*EQ;Ld(48q#7BCak^BZD(k&$f3OkZ;aY^6mN{^7_<HLx?F|3+^8r3hZ438}7fm;nj
z5EI#%<t^3aO;sJeJ3n{RS^rK3ovNMG<mo{7^Eq=~8|`WS6Lcscm?n6K{Pin6`VhQ0
z`>~^{c0)Ge1u#7x(gQ%*0J+ICY%UV73MQsuP#lr~5MvTdEf8u`Y&kPOUz>Qt`|jlZ
zwOjRfeffP@5=FA}4zItft67DL@1&@xbekr%_??BCTtif%IaY`{8$5)L#Pb%l$!<67
z44#W!lym5^C-)H__c@-4QXqKF?TF?+TP)5mOs}erE2K_QDng+uBKc*$PAdEm3~AQi
z!d`0*r4yR;DAw~y5roBshl&(-yabhMo5w=Mk1VrM7`X|~B%O|<)ktNF$W(rveV`~x
z__hi8F>#OgQm^hEh1q~EZSO%ED%CUDtOv3eWTyfnsElFsi!}i+$zU49K7HXNE(sH|
z2fc^Xb}%txpsc1^-Pta;zs`gzenX^>sa&NFowe{q?<!fiUxVqSq7JRn2VP^klcJnd
z*ZIkxkosN={C4LA<_GQTpJT{EeJ5Fhjj4`&e|uE;5#15Y8lM;WrQcAx!FauWZ^VLo
zv4h(M)Nu+#0doLIFn>otJ7UwA1b1mg?8(YzR;m8i23Yx>ypSY<s+_StsaU4D7;203
ziD?y^93pzNG2=BcOizXjWzLmb!b!dH7NohTN{D-30Zq>bP3oMobt<HJLNtN6gw&!C
zMpCt)YTK_@v{HXsEBf62_|<((<j!<BUxl*bZo7!nw?yydKr<)IP~Md?15V0XNW#KF
zA(~PB_PE&h!7a!HA$zFlI3X7UDO-?sw8!=;j5NB-Bmrak6yGn9p+9Vw@Q|Q8xn#)P
zMUzx}VN%aSY8e~8|3EwplJ2hbWeJrmji<km2%PO$sU5o?YQcLcnk6KIK<gl64{uJ(
zNA?u5(}_Wkns~t?l8a07@I458=$28Jh@*g&nDpF$<A@v5nWaAPI8SN*f${bgcD&$W
zflF3gWkMM(SK<uc07_Xxt?>^XsZYardT-re1@^VdjDnWsiS5e?4FREr=SvvhsFb|<
zX3!N*rBS>GZbdn!Jec66ra+CTdf!567MbE3f3Q1UH2LBIzNrC{|BIwGGsioTzPw~o
z4S}TYu8;_f;>=wdHK)wTNP?jXs1eIz2)K2^xVk$^v;t$mun{#h5<8cYHOwnBXkK%i
z-*%o7H3F*Rn|ohB1gFk^n9Hs~%Hf-g9^i*0L5guDB_)-YFf?`?_v$7FN^^0r7^2jE
zJTH_M>*qoMWcW}xYubOjaK252N)gifZ5MG+Y-%5@ulq6yXEUVXShcDW&?V3Spf{F4
zD$1WE>TBpD&YR|k!C;&sl{|HuP4<HjtEQL?3;GQHcinvc_Zv6A>V;w*H7}~`;yEEK
z((A>Y#uh9E-=;#}x)5pGtDu)<Ie&|#gi-bJ-gyMSsQT7CH+}U$05yW-$2Nyw@K>2a
z4#-l6H3&afvWAh(i)9<?yO6GibQk5wn+&zr8N^@+>R9SfMlFa)=*!bPb|~EfyK51&
zo$@VTA&0^qB#B7yHzM|{fk|d75Kl)4Z)p|00NxNMjQimIBMelG^Lqd07)8bX&n_%I
zFrU{PLSjcQXl&ubOTFSw<b*m{<v8#F|0M2Ht;66HXd#I4p8zVoSaGl)qj%HSa5fU;
z#K=e9S>@*)ql=>6CCL+d<NDMj7eirj30LuZiL$v}<8ymPD#1@G&YN`IpYqdlezA`s
zKa~9^&j;hDjq-QB_4~xA&*3LqwF=O|pgOLqdPD7MnmR5cGcnaCx)QN8KSJeD`9th5
z&GN$wo3Yi?at%|*OZ-?be-UW#R(u%It!TLnby+p!Bcf1<75c1SowM&PVl2eAj)ctS
zf^}vW-uG%{gIGoLVgL%Xp`JP{g~7h64Jpd$uhh?8ym%3M)O|NZ24)W-%FE!VMB-nf
zKbb<X5hCypE5I@;c7g&CQsnWFJcDtVLWgADa3uz|Ojhr03<raBJzv{`nB-?$B_?)U
zlDrncI)O;})zzriXdVL&oNkN&XkG(@v^5QhjayOHB+=S**?y;P)%m`oRC|is*7QPB
zQASJ=vjdHp%p~NvB4>Y!xL%**F=LUlEP&F|rxg0{9o~-Fp@7AcNK=ortXI_MYrYl+
zRRsh`q?3zdFqgXG$QEm|Pq7*0lsJNj?6iE2^hM7tq%8uEvYoMT9ZV?Kgc-Q@Fbx@j
zjFFQM`8_8@lfiV9R+xZi5a)0X(Z-L1a5nz!JRlgk&O5fdFfghP<aI%C@92r~65hQd
zLt;FTk-Lc6Uz}Mm73o6jB}G<Az!@xzbip0N!$fHEj-jDIY4&0)q!-|F-QV?VxYjlQ
zdkrP=Zb>DpfIV`kq_gGKIq78m_~J;GKq?<>&IBA1A8eAN7knhF)BJFRjjI!jk6pF1
z$eTpV07wNZs`>_%RBRc`O}9>l*ZLgi$h@C4C;JhSS=4y3bob)M!y7Npgm+|$eW7yj
z^%-cK5<@8S(=farcvK8wr>44GjVlLp1d@||mL{0tq<?t+Jh&;Yjz+n_800#r;*YUI
zR7-Z*x(W<c#Szthua<jDIJMI^$7%AyX0uZH-MghIBt&Qo6o#yQ*?lfC;2bDA*x!*3
z!enV*Blh+AiTcvhvnE@<K(LD$o>SeZBe@Ke)Y2k2;lu#=bol6>51dUmbm+R@D9WZw
zcc*&3j`7;16+bgdns}W@`r7pF-)_ImWs%!0>-~*fWIU7&4rmjU#Umx*qf!s~N!2u-
zM1UneEA(+q7H%)QjSBy_Bu`V%;LSjX<;l<e!inGleiF$E<62Rna}&4ErIf{8cTkY0
zNC+^#BT*0<@dU*`^x6K1#hdR&*{f-xWOzg~&ti{Qce}B**eHDnJmj@m5fnR57){P)
z@+JSDEAl#>!y@@I9B4h>P_vDfHejF#YAU&VxlxrM6vn;PEUfbhs-n48aXvTE`8xn)
zQHj!>^db$S2Mqr?KlO(zOI8#uXc|RDf;2z(5lth#)_tD?cb20_O)5-S<TTENj#X|>
z{!j+hx_B@_1joviTg@WnwpVa`q^f?_=<w~auiYHFvarcS20Vg4@CY&`^E&hy1Xa3K
z>PgWM(02owYn1@DHOPj_v^YE+#CT6x@C3a**%qZq9T=FhN3GzACsE_`RLAGMAY*rw
z&Xo4LS90g_b5$Cf4Bb?Ik%wFlP93sSd4U!CKXL%Xg)Fp{vAP06??&5mRzb_}RE@=A
zejPnxyx2)}Np<}mCk<MjOC{rIV_+4~9m#Et^2fmH-WN0K%8h5}VA0k(UVq=HODaOL
zyPMyd@9FYQqjwY-qQs=_u~Kb!*c52G^-RXY&kBgOsX!DOtgBzF4m=)XmUq0y=ktr6
zKBHp2Pi51!`lw!%*C#FMx;#PShYNDIx>lb{^2yMh>>%;~#<W3%5>vh@NA)88Cq#qh
z(K+n3I(ff;|BgbPWLL%Wu0fCcWTgIcamV);dL-0>Ukq1p@XR-JJKf<F%=`An>n89T
zpKFObXTW}r%oorO46H5@0+r_Er_VW)NRB6+n~ux6U%#4WG2}(sm4H=nYk{Gk=^Uwd
zadSeRka1^T3tv*m&+pJM4g(^6qsG}IT5Q|z<|E*FvdTby3)nT95iW4nBU^59pgu6+
z|9+V#Ey%y56!03S-|iG^_0eJx@>*Cjm8|tiaK3kiUV<@;*H~28M{914Lg$(oIkp73
zIn~$M=aPYSBz|>nqv_$2Hm{jZb&~l<HA%jZ%%Zg|mf+2UD)i%^9UOyKe?dS#K52{|
zbd?uNxBv%Iiv#=P=VEF9xU<Q1d|2I@JyHJSO?4z#U6}mFQKOUr*d&U){5E#(p=n>g
z*Cs8xcP>|x*uCg#|Gt{mao3LQXDc3J^1FBu6H}ZdKJ(4mE~)eXVeTuVs$AP{K|nxC
zLP1gyL>dI?P(T4G5s;8h5s>Z_kq+qw0qO3}1uSWl?pXAq8y0cyrF*~c{?2#CH{SE-
zjKgp{5FPOB=eeKzp4Xi7n%9i_ei=|c;|H{G^PUHHzJzKMEXL6<kbwpJ0&=?(fR&Wm
z_u2b7MAHV??bFMOtX+~iWvqX`p`wTE-yJH7Ge|iKp8D=rS(Yj72ML_t00{r#w{7Uc
z(i}K@z;u&@5Vhp}oSR~tpZ~~sIse+YY16X+C=e>cq@MT;Ui0V%Hz1*yN_P(Lgf6`A
z#D%_QL7%W%R(PZl8Fr*bJ+dzdgxowT>4<M|0bGceX@cxAv3gt<HiQEOCH;r%ou|Cu
zCUzn_)&Q}@jO<?994|%7%Uc9Pt=qv~Y(_<nBohe<C!S@310ym7^@z;-!);8i$$KtB
zGV4l+7)kq@@5*Hyw!Y~=SPNk4UbmyY8`R1zCqYXH*e(q}2}6o5TQsR8W{JLFY_W7s
zfCV6+vO)5qy(z*JAYQ-N{;zRB!}pP!=@b_!!y~dV{l|Boy{1TA&Ut@psixe2Kj&T-
zlrc(jME@o?@_z|AQw&tKC@mm^s6m^306U%Y)3f_W30<}y9Kfv(aRzB-B~E+#NNu(T
z3=*{-lH(l_pd)`MO$0JS-xMcG|4SJP1dF?}$Kw&xov@j|#KwQiCQYSkG8z4ceJsvr
zU}H7sA}tJP_Y&|54~`Fd{uC?D3u49l(peckK#g5Cannyy>^;ZL>N!K_;U{J*W)iH3
z?GwZUtQ%nQKPC~=(V+pBT^V_jTiz&skZ>0Z-rq8(vRR_T1aujQ0-$8);Ny!sPoCQ;
z){~H^1d7_vIKV`Y2%vXACwWm(SvevQobdi{h4ihpvRS>u#DGNRV(B~QzJ@T0zoj-L
zbrLy(B>XB~Puh}}5B!GMou$F6TpQL@`kMOA!;eOK$NV*pwMbqdu?NWJlcmQNPrHr&
z{C%ASE8*9x>DKS}xQt8MA3qg-gq6DjCY}Z&TQQNnjL1lj2GG2cYiXnDx>X5=*o*&!
z3xLG;?Iy%WA<&G5On=v8BL&?jKFE0qI$+%Q!cmO&-7kN9S~=<g-u`b*fP=iyh&d$T
z)swqSA$iPR0Yb})jr`hUK=;>K++hjRpm^}q=VACm|M!GWRNB3V{XTR2mGLj~(jRhD
ze!j~!Zza9!STld9ypu5=6BAQG_uwlZgS}R<2Cjs|2<Txo9m*OJz)ep8TkMCAE4{yZ
zG7Jwux;YG~!K|&l-*60<qKme3Lx$e<at$D{nb8EbO4t!z0ZWhEQCKFB2xkzwp#Hrh
zSy^Qk3z7zzsO$gM&;C^2?X9jt6RlA)8RQxoZG!@!z~laaf_ij2RBaMt<i2d&ZP~P|
z?hIogrJu|3YSd3BI@hTzO`!WZ4oxpXy{1ag94P518n{XzL;#^o)uO{DV%u&aGm9x|
z4OC|i44vYZqjUpMv-(hP=h%P)X1rnP{a6=}C<cIr;Bb_7RXKiv%tK>Q_kR7@=h=M}
z6%~fwbSAoZ&5EIM^$EZXv?~@`Od8QBMAJ#{x-^2oJin=}B6~iGsuuJI6R*HgEHAK5
zhwL+<XRQWMQ`31l8j#Anh|AxDOn$x~1+x{9ob&IF91x=p1G7*d`Nd7$=fCVhn%JMg
zYj*3ul(!Cy|D`qln<xASD*0_J2;y@J%YHfkm2xerTb2B&?aHE*9Xe(hmBb*Qf6c=b
zDFKaF88_mTot0x3zSwR$MlywwzfMCRjzHi>ft@Tu&CZp|O8J{mo>nno{Y}S(7>jD%
zfgdRap1iVX16!W>$p3;SNf!{S9yC2!tUdMppU|EIO%6x=asm7!*dv!&vS$MnXlsC_
z0M#`|M!iwDJEH`6ud1rRyr#+}qo;D^%cu1JxO2q63E-!W0H`B%5VcZ$3_vCaAd|sC
zw$x)&DkQch43GfBJ5$_`)saPBZnKu#UWZzP6X(@g>h(RO6o3>mk%@)N+c*F0rGyg_
zoSBNY?z<MOAqk*#Gcz3q@bt6k7KxU$`8QO6vdZc1!W)G)t`DyXny%W$pwL_|;fJmz
z$0ugiV=o*RlK58*Er#mNum+~9(Oe2@CY;4D^@M7#@Q?-Xn#Nm~8%f|$q>Q`&J)wT9
zYAUPZ0z9=q5T<~Ff>iF2iUG3gSqP{IPM}-N8X3I_qRtn2wg0@K{_nkQVqf;jvSf*d
zSvP<)8t?vhUtRrzBptLUu;0^34Bs}4Mairt)o#wuT2^$#+h$_qkNduM3wg1n3*r=y
zdg&<nZnGf22*nk$ox|7kfUT><OM{I*3RoQST#?XCskpd)yRN`OLb2UM6rny1^b2Ih
z4oEWHMfQk}+zS8eY7!*)k=X4;ucopjq5o0lC7U|=9jPeEKJ{B85wfx|5`}io!?R;2
z%UU94&cnl8WW+|VlSfUsV!*NiL`K<GOhn{o>A<3Suw>@D!i3`!7)=u%0n3AmjSYu%
z*uC)vJ<?G(L~mW3yR?Kv$QR@V0(}fj1#=TYj!@#C(z0sB$Q_%ivOog1KOg2Dzz(Gh
zs>~r{=FTSobG^#I*O<(t?<X%2+IUb%(55pr$jUA*8~QAoq}>pMQ~J|`56=kCYQb~d
zoeUo<(I35q($eZEX(M7=q6Qw{VY8rjt&Ct+1vN+ve*@r${SHWZ0$d4*PAyA9d_{(A
zF|hpI*)xm<j!JtmY;Yp|u5Ac|b1=(dUSedup?<n|0tm}Xom2DCISTL4ILha;Z@zWE
z>NLa1Bax;fHo{1(GVk0oVgCXsSp*G!6p0C&ptjHtq*+ddir7baEdA$Wq>hgg$7`uQ
zTLp%-?Vh;-U<yWYCGVbKQaho5`+$Z5aKgi*`lSOr)ne@sFmIZa>Ya{`&TKP{fL+d-
z{a*{6P$fd#MmNEPJj*#Nx}l(wJMU>YALYHy+0U+oJZ)ALe7Apz2Q))(a(>O=X5y&a
z&taQEBg~AJjF!EpU3f>k&_6zL=SG;NbK&<R(z266R6tK;`_YUL5h@<-7Kz)l0wqHm
zae3vv6^Y&U`Z4!{CAc(*IDv4~aeb_|3pRV>ArXr1)x{Z@>s((~7x?iH!wtBiVw>of
zBiwlPAu}jmnKH3$3s$mfqug?j>mm%Y^s7?+!1BlV@CK9|y)^-YQn<+&L_YuZ;E7YF
zqfM74mL1~8;eD8w^4FGt0{T7voQVBkK4RnAHXys)K!0Z|pac$z>g($%z*p63tR8@5
zF{P@wa>nI_U*IbkCeL`d0Iv!Uuq5s-n^q>+{+A8ve?H{@=p%WhVUd}N2g0`2I=VDf
zhaVX~xWkqeZ5fC~1$JOxy|oXw$(i1XiX0UZ=&oQBn{Xs#1po<NcQr<2bH)SLc=}DZ
z3Q5WQ<xuH`w{u+m_r^`c*!HTw)*{Tki60ES$$aF4EUHK@0<lM)R!=3n6y|+sJuX#S
zd_D#oS^AvxM$85u>_O5%lJiRZov;i-Ebp&J?|l3Iqw?TylUIJH2wN8ShXE;tpV(qb
z9BJJFs{}V~E7VW+;6JJ31Fp}vQ(qDAVfwl1s}KKsU*9b4lsjzT^h)8qIrxX3(tGJB
zGofGho4R&NWk`4FKz}e&856U|D?HKdYkbR(*fJ-OQBpwV;x6`Ii&Sx|4}c3gDGphK
zZaC5X79VU+KOFDJ-}}}Q4+St<w&bqksvO5|r_@?v9;#V$5*+#M0cO@}{V4mJnfhv!
z0eD|K8Ab(A(sQlqXX1c(;nmK)<L2w<r-UsgLQ~Sz4zmVfr22MtBzsN`qYKI^{~7Z9
zW7si?b>DP6x3)g%Fj9}jCQd!?%eI1>!8zRH^M&BtpCqrFRd>5B=ROlDb6VY3d-Hog
zb6RPlBIEmNwrya#`NX4koL*#hH6Ta(_nz`S5_HT00-QmGSTNCX*4d=(i82i?<QWJ}
z0!>4DWJ=dnI>M&^8N~dv`Zg=V##pqJs_fUZLbFdqLQ*?+9#08GfAdxKL{Rfg9}@A*
z92s|YwJMu)q9yWfdYj6-8)qbUvQyNzLlHuRBg_C_ZYKk#6oqJ6TnEfcN!ro|N9Zsd
z=>Knp*pLM`@}tb}PWfA1MMOGdA<U<W*y=KOEMsN_A7#yQ=JSJrG{!>P;iq1qk@Q$#
zD3?F{k$(8Jju(69YfrMvolsd*D&QVH1?OR1wad}QFdUP{jl(R_Nhmagg7*e;Qjs-4
zJ1X=%e|{7#ZJzM++q;*x%>-ea@x%L|)S4Qor{Ya=KuftCE<ZiSY{n~w1g(+^<H`lg
zeMn9qgV@UO%pWOvd^T%3dEQ{DLhAFxU85e>@p)MtEV8F8wN}Kmu7aS&*Lv1@RS!vr
zg86H{X2p$nO;X(*G!lV~5Bt5_Bh5>nAqzP#a`;V=5rJh_auIa?`inDqLe%Vh$#avu
z5RUy(Oj2~zG9iz9gZ9Ff*tZl(9!S5@m_Ac8;FaUD#8yMjyYS{X4&j&4DV!>8sxs5*
z;g_GNG8?mIdYM*LNtUe%C4D_(&|5cGew6VB7G?1+dd)1&LSwHkHc<<qF;GfMp51Fd
zVym-7?pg%5;!0AO@X%ogA;xk~<jQpsAHtNH5N=Ngz(k0NDy0DHvMV;*q;6*sqoVv#
zsG+dtNnk*uVzH~V!@X>=Rr$1We)%s31NKx!BWD#g_MD@s)zrKn8wmr8mbCn$C69G4
zo#Cb6>)djmp$n~<44Q#77wecA1_`Erdjb4U5xa9Tp1#d9m(F~P9iox1i49J7GDRVr
zo-|ih^S4KnYw@$So)CC?G*z$JFO{DZW?*5G@CmQeT*uf18&S_W)Ne1>51@?*r|x&4
zMqSsL%!C%fO}D^JiT5-E5&CIH0ULlqR<=bR9)Q+<BMRJQEJrRN*%evaXduAID0ww#
zn8)Em5VS-DqTrD|?!X!p9K=?K1^)O`lBNUD(F7>SS&INzbp{@0d_|gFwoKr1nc3Nx
z3s!t^8=Si=USn_!6ySRSp@qCV4!^}fVIiSlh#$eKIegEl1jx(71DBVVSm-zSrxX%-
z@XAdF<bwp~61_pH6Da>srKU?j%w96@F*vibW=TK+e0VJHrj)eV%+iBQ5mjmybvb+t
zEF`u?^}q=M0&R0sPj==AUUXfCeNrzs);m93&rQYY(C)JCRwjT&(e>C&a`J%GsD*`v
zq%AXH`FK&)1GmX$PtSfnukKK#tXD}2UE`lNFUuG0+3St#wkIr-3i#w<Oq}wgrwQwB
zWqE$qWeLCvxKUXI$1o^f<}>Pi+jn4UXxPyEu4<V{SRTktY^samaPW=ZR*Ix<Y}J{J
z$c_mMhA2G>9jdVji?lz}NKv3#YpEvnq&R7EWIs=LcSfM2Xl=8(t^2U2JskWr^Jym6
zT7ZcE21J&Q;C#~2V5rLxwkSOIO(|YWH>BlTHVr$=IY#Ii@f4^8iZ7P$R4{Ytt@MXP
zwFjdK&Q0R!n4H_!MICf)Ib>g&ufnxg_SCly7*#2yqZ_uVK+I3j-H_M;))PMUrw8`M
zQ3Kol8yLvd@H_j_Wi741({(*F7Mc1Efag2!T@Wz=0VxVHnznsU!Go#+Q4S0h>fp(z
zc$}LeRd)K1|Jp`G8JrYauC<Sw_Z-$Ngj^5R8+gt&m?kh$i0ItD!O&_9JL&nlJl}la
ziBgdW`hMxwJLd<Tbrf7dzq_ymSzYu=Q+lB9wi5AxY<%p@<ico$=dgMk^~u}Z_B$2t
zYfZ%Dd=*!YK<uLdVXvF5RY0EZ)?_6=vCqVkpdonbVMukx>3lsK*#!g$^cO*Qkpo&=
zKt{#a^PB!u;Al?+6R4jpPQ3thY|msrTc)blWDJ>{hk*$whjT?HD~p%eI1@Hq_bJpI
zsIuK6<_0w?-Ybq0QA$@baVBh?-pF$e2HEgnC~bkYVW;*sQARvejsBcG45|cuUUjAZ
z?;S-+f7m5dDnhy1y%Ns1T!+sKIg8pN*JLkc=zv*YfH6cEUr)ufs|a2f<_XK^<*hUf
zfOQzyp`UvhwI!mKOO(;o#ID`I_w;iK5&g@^9laPft%SOr)i$`cbt&(LJ$n}$ENV-j
z*P2|lh$v&C2;v}^n!fk=W)!MVB?lnOhBSxf9Zzkm9Qi2M?ya|O$mQEs|J2&e-LfKQ
z%Xx#Vw~EEhe^P!cwPq9BPQrL`kES7<cl3>>b<e%Exacc&H5**z7tl3b^t^P)0?~q*
zqugW31m_S^^wzgy!f@PT^OLa;$qETscP>so(!UCRglMu_5OWfO4UDol1}MVq-^46u
zHEtgr9qEDlisCgpJDZfcOf*8=4+^v?kml?2Bt6m|87hhlG)i`yRgXDR34$y<-l+9Y
ze=P45qbd?Xw=CCb*v&$qEX6orLxP_6{W#uTt~16=XCk+FnL4{yZA(ag0(b`k)g!(~
zjOr9xGugSJMvHbDs<ScSf4hK1-81|BV1l+&Rk(CcZj~zO!1<5$JG<&GUAFU+4cP76
z-!C07+G-t<2!8cQt%mW%XQ>}vW=E6;rK|mNFVTcWX@)%=eH9$}bXJ2V^6im>i2B5y
z8`BHnj+8UUP$dVYfW|nuPT>FpCgpqU=(pA%vK$}LJ%5$x{64dbGx&#OphhgqkGLrT
zQu$O0@5e2{3hp9)k8izC-Tn;WY_gOal9=1p+noO8*EkiHX(4$VgT?9Ej-^?bdWFqY
zf!?XWKnZSLM)ZOZ-!EegVfOS&PDhsV*;x@rm&Mz2+lTP;gtI!;?lOrZZ!WBW5A6b<
zzs?Cf`0F*yW1kz}#}lf)u4OD<-Q+icT{YLzpzI<Lj=<&)>?j95CvwnC9f7Au2mf}$
zw;Bnqo|b&rdeXbLV&LK*ajMStG<|XC<d0^7{2d+47Pga9A3cCxi7x6~uj*KH+mN(%
zJv34`nG+OuGCM#e)1Yju_eIM1fv@myv;ZukP~?dQzSK>G0~l3e6Ob=})od^J*Y{Lz
zmK|zeZmy+teR&*Z<j&TG@$lpPKJPVla`$Fg!O+;Y1owBypsnZ_E9nIN0uW|bWyNTb
z$XpgFcT|~>-9&oBKq}cCw-W1&|0@hf?oNZ_?X{DNaCb5s_#SiegId%5*T{QoIwC91
zhc{=2_b$@?(gI4Q3zZxK<2<{$@9$wf_mLcyrpH7DruoxLG|!iwp3SV#0X8V<&H*T|
zkUHa35EKTo9NU4Vc5$z(F}G0l|LB`yE{;F3{ud<vhfRMIW;7JDP!zPy#4o)TE?fgo
zuis@ixxz`Qy|`Dfp&flbg+u_Z>jSUki9YD#;)rgw8R<CF6g4<wWI3M6Xow`X{3JWR
zIxG3#uIumJIpMqQO44UMnn|x0TS0*znseL<dEDNk^~c-dqkNm0!GC`H*W_X4PG?r+
zPUqLv*NSk;!^7WakK-gUiq}0Y*7u2=wecbG=Z;K9>IC3{25G`k{ILeP@e;C(E<sfF
z?G6bxQR*<#r2ZW%zBk2qkROOG>gTub_rPLNwZ_7CO24N+7K`{^QFBn*`7z;<oz}pV
zcFgiHg}&MUPr&VC`+=!7T>oMp(%cT0)PWl8i1?D8YkTR17E9hW)SPzbEK+mBkWaN1
zKz}ZE^zi$a-HT7F4CbqG06jPEIP_w(v~~FnbYP2Ti?yG6aG;|h1g?Xdd#8P`Muojl
zE*4rI;7a-~49@_w?Xy`A60>g%H&uQ<!16BaWSn!S&e=YTVh0--*k>K=v=q#A`VSZn
zEc@JMm@8Nmg@IQw=M{+HTdGJc<c$WI13r+2f*w}25)|!XQk2^vFM%^-wqZ)W$<2A=
z2*lL@H)T?JAr#iy_60{t^yK6OG_fq1i&{)_11;j}>n1qK8Z2)CfdHf+-n?%O0S<D<
z+3{F#*tjU&#=ZG-YDzFouI##u1qLP<%U)gqM*>*ky|vpwjQ}w^*&egao}wi5C%p5<
zeF<OIhk)G8M&e2jWmFOlR*GQhF@=tUw*i!fwpGPPd`4HA04sr1EPfaYlc0P&leGxF
z0cP3BK;T&8X2N=%Nwsy^B40>;JD)ntEbE{vkGiw#1F&o6j@1>B1~<llP5s@|f$Z?`
z@FZ)LXqs#*KHS(IjBig?BUK6qvR&%8)t?U856Hu!0$|)l(=bD=rtpF6yA|^XP<Lui
z-mM*u0(|iRW<JveY2?1_kxe5kEbIh&35G@|vJW%qiHESBc}`IuR&RY0cWlkBf|%BP
zd&TLK{BUsT@X2>y)A{J;25$$WN4+*GKHQ&na{^n#QKv$c{txhKK%4dC%n&FJjc-Ki
zALfz%OA7<VQFOTKej8kxj{I%~t5hO=G$VP~-AZ}6P(2BeHzmnLs)OmvDJoCzX$+%i
z8fnpkhJ-lXmBi075_g8i#{7_Brva9vzz@rACRiV(jr!r8KKEHjG6qiPobuHFOZbAq
z0w7@9LF5w^*Cb_?KIhcpl{1o{jyDL#Dfbd!MT>OTX>hXsa8nP759T1i0Y#F2SIlkc
zKKfJKp>;HkRg|Kbz~hlT>LS;U_Su}VM!Nc7r7AcF)Ks(fRj_gWAH;NeqwK_fXHDB}
zV_ji+#+WhX-+)E2%3d3ZSCW8bRZGRrM^b-K-<nU8RzpB|_Y_+0A5G2hKOvRG-$=!p
zrN?GS`vgpyD$#AdfdW_o%l-kIfDLSLR84q67JeY~oFg6w5~nOjhtWwpM{>qL=|Q{m
zMz&Yl`+n50h^mh57PH_{G%Skk!1+yPLGvUmYDcr+kWYPzwC<6zeo_I`PgOX@g?_QK
zm#}_y-qD$%QFha)?IvaR^anyvY@$IKt2Ll0XF`niM<eH-6w?q2^aj;ctScgF+ty_t
zn`vQ&3A=a=sHUr1w;e^%x-=dseD#VHxlwR>gX3E0{=<OY14co?6ot(9F`(|OH3|}*
zJ1U-lntp_9N_j`s_rAwAeBL=dT5EMaeOm(6*lojB9G!5tl3(d$^xupai^b)C6<Ru=
zj0ZSPUz+?ix(;&3`MmaN4B|_95NA;X%KGd^>gg`6zgyq#W4*VqkZb(-=s!8;GCrJ~
zLOeSoMBNDc!-Xd(;%=6hDJ?eNV?a$kz5c|%Q>-Q=ky-MWCeN0+1Kv(jN1fo+V^QAa
zEp4#rUdW3&;BB`pz-BvoAwk&<{pvCoR?dL;x!n%@S{%bP{geH{iEGXVD9C<3+fai1
zQ8q~Mc1(dqPb(W#ReWyMq6`e!dZMNumGiQI{v|)_pD5f7`GJF$j4>3AV}ihPn^Ui+
z1ZX(yMVgwx7`zrOUOay=;Nj5?ueH0%tTA6OI?X1%#-{pgyH~1p&9Q9nG5_l<t~`h8
zk1lbl9$F^TmN}N{U1XH36#6M=^bd+!J^4GV5%t;iyG#bmPZ9{pVrdoy2?<7K<HDBo
z;}=TW16+udRy@xd)WD)|&GrPoLVj5d{bMN;e%H1G$DnBq<=Y=+0hba>p8qB=W&Fbq
z;FN_ebaVo~abyL@E}Wfy6wu~?U7~3A+&)<d7mn1JeIRf@)P2}YfAgFPWq{p<EP*Uh
zQ#M8+lmWpaE^MrO;H#xeC`e0-_}$c}FlG-78s9)6Usp6Hkd*h~KcUC&%&asOwzNzs
zy@USLYH6}q4)A*)v1t?X-Vi9Y3_~aX72B+O&U}71&}82>7kc)a?s#hx@!CQ9bT>A}
zU;*=;j0Rg`+7-w7998_j%ae)a(+@QWH@qrwiON4q&otq8jy(4aZ~uSmw^Yn^+Wfoe
z@sFZODEXrLYy<6BgWxCK#4`EMAHZO*P_?t#%a2JRQjxZ1lL2%zJ%}IAJP?}ZGp}OH
zs@BcsLgX0cwCrjXD_OmIEQP2J<TqQ^T9%Ayj3@UNTgwWd-C$KgW>(EgsA%)>YDd9n
zyKkoC+;TnVywVZ(0|PWYgsA=WmWofd|6rkKLev8jZ*Qaj*grLTHg?p&>-tX~t9+g}
z#8BP$J{HO^#D|&Cqe?(b^;>sWY1M}+ao(yd?BH7#X!6>iHW<B3DWr)e&o-aRlhDDj
z7y?J<^ycK4OK9UDA7G?X5Ff_IZMFOo7u>p!5iS8U<dzYp2^dqVu1WhdtNG3%>ahN*
zWKh){ImW}dGY=T=`dl1aK3LKc51+jf9fXK;B(w4-axdB!$Bk1Q)x{ddg2HN>BrqAK
z%y+CgwqVScYSW=6s}n2t&X+;-m`+=8pPYK)2upj-71fuYI+Eo_O%9w^v-I><5<fx~
zMDczlZ#%$D8K|8#xDpXMZkpm`D8XW&5g}#3O}<44Lk!=>-GpCoT|Kd-2(4)Js~lo~
zMn}?7+PExzd)poUxD6FUe&Do5!5(?_pEgny&K6O+J!i^4N{$^>94`x{KDizRr>s~H
z(a1w!?8sXJV_W1A{97S=3jLo3dG_QmP_SYW<4~SGjtVZV;+4a~_?TDXX2sqPb52F0
z^{2fb>`8LJ6L!`t9QCs)YFsa127A6;tW>q8_=|q=FrPXi#Z6o(+L~zJZ7I?qsjTzH
zvnaYGzA90P=g)+6HsfK2?Wjv;>^JnWVRWygJQC>Ryl(TBQR^^{S_dZH?sap&gOclG
zz>-lc5BWib`MT<WQK`s4_VEE<SNc~0{99c-@;^>E4PO+yicNmzy|sOED@3X4*!!N}
z*H!-e(aqZdQlUX8wwrv9d5+KTW%t^)%XXx|;z+)V6z$!B(HW;Gylfg`1k4mXMZ29Z
z<Vb}hh>U?BRu}7-^wl~!80{=YE;6H-zZmkSlkd)2{!<5%jeNOI#;sHGAkSa0sDrO0
zk3yAF5ckln^>q&HMjyQ5<4jpgrIY^B%txnwh5aGHVC*!hRhBZ_?PQUqR8ViFq4`mf
z>*(>B=;o`2xpM83z@7Yu)X)HoImsx;qylK{<5%~_8gJ0I?T08$d+FYFRAB$XZMD=l
zXVBhEmbKJ>PHi_@pbi8BmyK1RuCHn>dt>0tAGx5S{CrOW27>fWd4Rrv+%b^m#^-iw
z)n7#&hKWPUCVM#z=B_-u|F!%Q^z?AJ9&Zj0eCaN?x3^CNV=134q78_-1An#YhWLms
zhd+{QurN~Z3}6UN#Y1)#%+KrgAA>PIK%0`kZ1BAHcpMl}?k*hmZ$8dgAoa-|L3!`{
zx*Y{~b}0|$cd{<2d`I*iTVqiF{ETmc*$_cWhN_>;>C~uA89*s5Lu*Wra%tf@I9G*<
zKZB7viJ!gT&D3$*A@o@!H1ZRYk?ZBIJ7`*E{BjS|p{bIhsejK^mLD9drv=AnQOu#=
zUumBpyVhO=b($o_AONd)bf(+`*KXpxpQj42;)GX$-+eQFrYnu6B-(HOk)yw~B~0yo
z%CjH$3^n~KRjn(|Y}YPr3T0I~ur7Pd;{X>h6Og|fy<zr7ICRKxij)FjIBPd<k+f+S
z{8UM2i=-X}p^4*l>rjQtQ{54!+%eAlYpnEiYjjLszxv~x{FrwFP2^n%vh44#pxSx0
ziOoK>D2wUDzWI1{<#@j3cYO1y>dNn=^z*k=ID2Ii@5+BRv2rTVVqV1e)QE`n&rx)y
zXK$dkoaG^8ee+A;DZek_nN)u>vo%KD+j$uo`X}5mIdrsT#I1&Vy8kvs&bL@F7--jX
zxr#rRa(^(5zTf{%iks$o)FR!KaSKNa-=~88=&rer{$}lD;-hb-0SaxD_$ExgF570M
zrSA~ib^;Hu#O~;`9};*4AHQ%*eyu`0AqPxGjyCD`GaZGZ<?e)tM+P$i?n%NT@JX4l
z%!*@c8TG17MDFmVwx+Aub+SArI@X<aW?lIWzQ-$ZvVy5zH&%64&cZdA#=3_P8kunI
z?UkdcF_(}TZd5rMK}kwr1dS1MuVhOVjmWF2R$>`FUh#paa-_MJUh9^+>TszeuL@ce
z6RGCddN5Ge*T$?MntJPn0aY{Qj)`qSvwyYadTH$BtZW1CAapU3D)dlLE!REy)n-g-
z%5BNe@t_cTRadjQ!qvB&rK?-{X<}H%q-xLY<Gj(G1W*((Wfd6aw|wT4Z?+~nQ8_x^
z->$lFFJS$?_r}<P)oiqvemd`7eU@qN#DlJT?3CHo%Yd+)h5`;=s?yZ=fN^RML%FC}
z_@S^`qpAIDRi@Ko8N(n^QfT&-yX(ZLa|f%*H-k~9blW_bVe*2Ja8pE{y@+W-OhSAN
zYiMs%On&?OvK{a)`aogv%9~yG%Ms3$J!R7sV~wCwm<5!dD1%c|$Ts+8EmB3{d0a7C
zirXS5u2?UomG?bTJ{}w^saF@7p2Ei|SmB8qHiga8TRpYg=I+I@<B=7#oy7@zh5+=Q
z=Gn2J=th;KZtRgIZd&VR+tv>sI|OF_+S($K$=$-KWIZNV3{_*AnFV8LrpBh+o07Kj
z-BXJtT)`--BD|f0u45PMJ(YboCi>8>0?~H}&8ejQx(w9$xm7eHMlL2484>iH2lt<#
zOWZ^?!r~Zi3%U{TCOh2V*^=6*$8yr;+6S}-s$BJeU56Vf@=~+%QYoPobFG4-oeS|L
z<Z#TWj>qd4w|ycegVOmHY6s4wBBG8a)N7T?ijOD-0gyK@6{HMJnp)ypervwT)yVY#
z`_00Wj2B-q?%BRu6|;KPwc{!u{}%-q-gq5(kHHM#2BfJoYbG90@k7;&3xrZ_5?^g*
zUcLL8L;Y7PCLqf?tgCM@xTB9(nr^@~j;-gr{eF3xBzTd_)7^UbIiNl5Nm9zQVBC;v
z(K8LaJIyoW?-!dF+&kDGy0S<^O6l~Ue2NQyFMByNk|6Rl%0I^&AZeuW3iyXUcEjsx
z5c;Rd9`C(<*KsuYMv0jlUjMfDCsBKl$VnJ7G%yi|Z-I$3KupQh=8gPMTw;npEs9RX
zoQZsxn>h9yy-{i|0<I_PgLGo4DP-vIjp=S<LWzS-n<;KY5t0bAzEt&UX>IrHAX+Xh
z%ZiEjPYI=z?kK%>6+j7~0hYd>tJ2&k=;y>;X4wSqlOv^Kl%6}(;*W{3o;Mk<CzR1)
zjV0CGd`7#yOxoKKlhUZ9y~;@1o4hNi@{^D}^m))ds~WmfK}~vk!Yv!Or_=6DH>Vz?
zPtN})P0w+~MhhPScI@19bH>?8)6x9|4Ci@)Fjh}Ak}jp6D7(YJ`QX-9K1Xt198Mql
zXVy~{WLR?2I}sr<zqm6MOwXfO>8whDSzua7_dYsN%O@86*4785#6%HJK}+K?EK?Dc
zI|<9vp1~&E5ymgMezBMsixk5Xddiay1m||nQjCN|ljjJ-EA$d}kE);VTy<0{j@+V|
zOP*xjY@m*#Oqk2%gKu<rkkQ1sAEoo|Uk1gn6x+#X>z^e(Q0Q6JX<X}-F_)eA!M*T<
z&FM;;Z#RDevO(@J7hPd72Fa7L%gj;pHBHb&{HUxTsA8`R>ArZCa?uhAI`&Nyggh6W
z9p-GklhQgI17nq!tY=K-?!G@bO?$3=X+i3zBNDQnd}caXa*z9Cfi5J|zCiOG4}5l*
zHaBa|hMqY0^J}^nc5eWgK?p8?<dVqE5vQh8KXptUi)I$Jk^)AfnjXIr@A{~J{aMmj
zF5l`#M@K=n8XrzN&DHR=_Qz6zs<w3xY>(rUpZ4CWMSdq9T*B2RT~dhi<I=6MsW>YI
zmbwu5s18){ZS!YAhq>nnUBNpU_6>+ih55r3wmjj)nfZN!>NjsyT8IfYGn!o&4D_8X
z9>iLjWtOEmDfW;A@Lt9+$4gQ9&@!e+2LARheXk5nF1f557idoUQgVbCtl+n{Ru4C`
zxw<4qOAbUk@Drul@#|`B?=-aS$8{F4JRN$i%FgC@@uXyem_jwrv_1y6q~4X6SJd8C
zHrWS15v_WR%E^Mu+)2)I-hM_GN0sX0J@^aX1w?(|vqT59Vuth7bgEj1s%b0yqrzpy
zfrk-~&skNUgbQH3cq73Oy;iHq1~35DGhk_y&*thNq*r*f^zn$YfJi5AQEJqtuq@?;
zex?QQUYRqMiP-krfmWuyOxn=z$*{1kj)VE5CA{X+-FB72-4x5USNZRqr<>&4{2{5n
zYj(KjpG2>4=Wgdb5WM|RvvEyrT17H|$5M3NomH?nSnhs4rJvG+k=h;j6m)A~ntH@4
zqtB>sx^`Xu_+)Ffe8A%_LCV)5mEh6R+Dn0MhPN!^#>jhn*(Y$kwPAd{P0R`1S^ZII
zyJfNJ*AT%m0_TgiUc27!%0{k?_5QKH*yb`m=KhS!z-w{69UA`pRcmw1)#?1c6)*cM
z*Gh|DUt>y31izKEo%qL?whdcFK~itJZ<B{Ppf<_(bUj}arF7TqZ{te#?ODNfCZGOU
zV}9()|DtO~TXu-IU`^levwcYGfN09Ot65;u&$@<azuBYPt_oYrewZFV`V9p4(5X_X
zd_VW$B~H|RWF}SC@zNtJVAmO_zCN_5gVu>xIoIU`(WIV;4&(FM9(TzVY>SdoaH-yL
z#U;qjCpd8QJVSk3q~)terkt$O8?GwP#aUK^sIJQv654AKshYJ;+m?PzOJuTfpXB!|
zKp5V^h1;3e54G*m(La!F`GFlr{$-l>u{NqReQqd+E15~rZVxlYTS?JWGuo;J1%`7y
zo5#M#P~G>qz5*Gk(3K=x`o%IVNNS2Rd$HZm4mWYEzr6tB-^e9X1GZB>haYZ!emKyw
zArmtiDwRa$`~008g~d~gVEM3LT(gikvtTik2PzmUB+Ddy2_6Go!g_+3CgfkXe>v32
zOj+02GA6M-ghuvMxCfRdJ=Y9nEMgQ+70AHz+8*<}JHx*=HYfb@B<=azDwcO|01NOW
z5iHU_A`P9${;S~!aiK|Puj_t+rv=3$Mk~eh6qpr7+!~T<U?US=c9rPconhc~avFMu
zseg7M|H1^@ckGL)t-k9*Jtqr;x9|zrFIaLPXTR6>o7bEo_!yQe7i$ps9D3nyhxoKr
zF>)$^rQ=@5oW%oiUS5YG?`i;-{p~<CFVOY2eCu*d*`b~)vF|1@6Li1=E>d&nOIw7g
z3ABrOH!FPg=B;`uZ%%*Y4gV<fp?sob%H)ciOS3mkpI45!T5!LS14NDJ*7(nBevT!+
zn9i&1ESFD<F&hzhVUT93q?m0rMM~#Lfup^XwlAfeEXK-ASj$$?t1Gbm#biWti2wM@
z26uI#UH?d4sh=Re3FL}o<I*lbm`_`Dh?_J?WWqksE=6JGiiFZJXPGWtzICUsP)X<{
zyVfGpB~jK7rp;ZN-Dk~Sjce0W63r_a3y**BdP_-s{1K*JI?aw6`^tFlNMNT=G1t#s
zokqT&VGAk2aqk9i^xJ9RKl6loD+zuoM-3AufDmszx$Ccc&2ANTEMBzZVH%S&bT4;2
zwT;TJT+j0sX~rEmI>!dN(Q0Wj;cCceBs9g)&V|I_SN}q+3+&el_&tu?G5p<pkm#@D
z<=Ea!#y6C=uMd=VZKgk-6s*H)L;5aREcz8p+HE~G-fM^3ea9CIr{f1UX_H2Lkz9~$
z#lds;Tm%!$Cnq5xL5}C_T7ZP_93ZE%wj6)}Zuu0Udk&Kq7j6j&2{(#?>F*vjHNM~_
z$XQb_)n9oz3>=k&%_PHPV@ettw@&59uM)}qh~3Iz;o*b=f~y3guz|S+tCEj1bu9=$
z$OD!Bi$(qS?>=Bcd<#57GVBQ_C!xc6LIODxlkxUZ>Fdpaf+5ZI*9@Y55Kc1+I2;ZV
zdhTx?<`xZ2k9AF_0_Q$C55AOn^2)3BtEDh1u~kx8XyahndW}h?0ESYsG4es}84X>L
zuuyG~6jW95>`revu#>qm!MS;>47U|PlC>Vpt9{JW+&p-CTJt_9La9V~M`7Jz8Ye~$
z+Su9o@)naD+{VUjS~dIE?vSP06j{v;>$N2c++;U2Xhm_xPZ41s0~ajBFvs!wgQOxt
z@GCCR154R8NdOZScL)+Lx@DYac;_pseIV?LM97n8OTkvXQeKN#t9)CrhJ<=Ze87p|
zvN%M~cLyF2u>K{j$vW?rn|<=T>{@3ASMb37bZ7?@pkXxGwYB`a0<(XvFIQ;0V}B}H
zs_r#r+FzDke>GM4Pdkblem&|vCFP8p-#>*igyB58xwh>T(sczp5Fm0N@GDUufW@sn
za1`<oy@+YPdf1sa700BFkuq}I&OX>*Ma~5_rijn6LJoo5@-!OLuXzL;`ou^}E8=@^
zom`VpIu1w@8*n)4oDS&-7>u4IFTQjd1G^4N26JYfg}&{3Ix8N0ZhLZ#5u*Yp3Akpj
z00Y^@@mm*S^B%kux6t`IZDFpj?;RQ%`qjEOL>T<z{+Ujq@cc12o;haPK28=)+X;M=
zWP>nc|DW^j?H{YNEsEY2D%HTOcs3Q%LR;5~>Ql$y%SU56m`FFsCvu<2O#wLt1wY{d
z23t?CB5xIBzg}&Xz~kH)a0lTRpO~?TIoort1!ZMqWab-aLPK4DcBJG&g+=p+yP8v%
z@S9r`phZDs5dC-_%$Lr@%2m2=E9TXkZkDHG#PEK4XgPZr|2Erd^~`)cRV;b6HNpM{
zpO9VL$@Ru1c=<XYJ05ZA3pO76bL^dkeTCN^4|>epPZSSb8q14zZ`pgujb1I;)ZV?g
z{z&UfcC<P>JS^eiah0xrQhld?dTV^a%5du}H$OiJtTJTYJ>)8eIYNH;`Qr%MRw^HX
zT#1$IUzlHGV|jNxjN@5|ZK_@H-v+R&Sksx+zEvNfE&WxM=rqv~%Jsl8e^od7^bMh3
z{~j$4j(M}v!zE86;g?Cis=<MJpN;a<J_svUJzEx-Ywj64EsE*AJ>eECRXr`4Ejdx)
zuB7RE&z=n5!D8kGSTKl>Q(xA#&Ibl~5?dvk?XdaJxRS-+szU_^OfY}LEb-t#|K$nu
zs+QBaiAVnz*Mxyla+O@NvyjO<X~*AiCO+tT+lAotO4uDsNU1!Vt8s8{!IkpVXb|%z
ziy#iusvYIqf-lqQnb26nKNlNh6F5Fy5)Ta%X<Dk{;Wf{C46SbD`B?A`)-g+8UF%}7
zT+si#q+ejvSzF>)^uLZY3A*}9Et*vPHaT9%hKzCZsx@T(Cl{5ki2$DKF+u=;#&!o`
z+}1)k2OG>N7iBVwTjwayTy<40_|g!O31z)uZZSa~i{DlVuezCHSyRErM&+}rS!dH_
z;qU*$9C>>6^sFr4KKbhraJT39KQ*0_YcSV_#(%9Ju`PM!M(!fpo?vXzj7MsauSw8|
zAf3}yVJ?{DzILyNI1aQf%av?XJx6uY-5uY|$Gg0)>s+bka_T*Cx-6a8i5>21njE~g
z^q5$*4Tv-sdHLM{jN!20j(s{LGTyYtlhBh;`|aGj1s-kI^SGGxd$V9W4^`&=q}YeC
z{<)OGvQYaJ(r~*>d@;gOp)e>H-1o=Cp%LAG`qUDuFPlyhcV}4B1Xu4aviO|1q2WF}
zcQ$u;th41>(cr$~UQFs+?=66PsY*rdwH|)9h3j}mO{LK9(VTNLZ?vy@qvV^=@x@)n
zBB+0t9@)0<I_D2Yp9l>Z9pU&;s3e4=#&#&#9C5_+Xqq_a1MD*^O*_^k0WM@dy;-{>
z<75-U)mY<7sBLF4RKSCp#W0O~9Qy0(oMJrrCIwH`Yqf~xoa5M6tImYds{aCKgoL>>
zSnrw%riz0KBL~&j5{n%S+!jkF+#mrlPg@e0jc0k~bTB8T^YL6yAWMT64lfnXsr@_!
z5tnV<@%?S{p^)_M({>t#ENn@K)`OF_PdcC0<Ij3a5ZhD}4#EX>bXEQ8*!lL(%#Jz^
z$nxMIT>yK>Wr0m2w%SI%gMX91)^7{5y8K{V{w?=Y+mY6=#lw}(>6INC^Xv~Q*v?<%
zLutsDM&=x>PnU<{X5;apq*bCau+CRJni|mVN}~e-k{1$&A^;Ely{V&cTlf;}c%@#t
z+d)F!R-PA82CJ^>()prhGP{SZh^9KvaqArpUxY$ZE;)XRHYb;A&%u5aP3(}eq>9R#
zE(<))lb2h4cOnxG*L86_37J0OQ2t$l@!S8nK{}${j%MlU<vDXyY=>*l!sl+Q&Sg|<
zv?*K}i+zI5E98OJvmf)5|JS{^to+UU1gV#Ic&c?I&)NeqrdaYBTb{1#nOg;ZiiBNk
z2C?7Zu(A<aI?N&!(B901b!c~+;ncdlV~)n_P&8(tjYtOD+TYfcMb&!3k8XEEh0t8L
zzg#vaxi2U5p~5dzi!5GUMw|Jfc06s8gr)XfnO8U-b7Wq5LS4WsF^ehbx#No7!;CXy
zt@b9dW?Imp(}CV($761{<X!U)d?}jVOl!6~tokA@wRzW;8txq2DDJw4zJ-YoX<hN{
zGuNt)#>r#XofPZ~QJDU5z>sP({IomA%uYKoJE-n-&-q$>%Zke+b-I1y%C=OG!0luC
zy@FY_F8<h}?+zCC9=b<f9OAHZh;UO?8E`~hZF5qe{|Yj%U7*}}7s>m*$X}{X@!v<W
z6bHm>B=(d#62f6~BkSdZYOFw2wewlWauStu>U{S2%PS|(wNOYn@xfFarBA=;DRrxj
zOuyaTs$S}{itqirvK#vL%_Inp;`u}mgnbk9GkbbHO;87zSu+=Q6c(6kcC{R$7!+~d
zO8%mJM_DmSi6o9^ETt!e!qRZ3_++tzB296P%_6(Lf+|}uwr%~1jZp2l&4SE35oj$l
zFZv_a+#e=GIt2@W$PD6lIEnJ3nsfPLW+|wnN)+htlLoenzdpjP_Fw(V7U$5wShgB{
z(Ii<CfVw8k-3+s;G4r5Mf(%wdPq0>4aP7z^V|bN>)Y}cam^j8*C}T~}eeZ-++71pp
zy(xOl=jP_PQM}p9@uHtL<_-%EqSiFwVvOdB*=BW~k_}4oIaKM>Sn7l;Cc%gZNsZ?>
z(}c~-k?<GL&6NG!b~MDe3-n7JLz=%7)<52I!XG*}@hta*z2)#B>*5E+0+d2L&3I#E
zcFkBb?E0Af0tZ!R5+ce)$y}Q20%}#a%uRgbh02)gTt#30Dj(n#+MLdRM4xt?G%b$M
zMMO-#r!hC#$!)9{sX(>57`%Tu6ST=90;q=IZSl_q=Gb$!jI<Gj|5(Aa3(L{ZW-!1F
z$pwdrAEt>TB|ar;uX-f;Ha6d0*$!cE3eFuf_hjE}eVSKKz9Wkwj;<=2Y3fu5d~*W3
z+fC<o{>-YR3(?tO`JZ1)(4j-P<!l$aB<N;=J13{O7;_%PtPUd)R{zIp13@l_W@I_E
z=abYwux@uV#Z`#9VRlzs5U@KC&I89AAFC6k{LmBod}l;#58lW2+~JIwAD0_y-*S*l
znq9C$_jQw61qF`72&1sRYVxm#|MMqen~@n#t_1o?BK|*Jf1K>Bf9BY|>3i?;c2tlN
zxkIo5)u#rc5k~CNu)3GEo2@;&apAF4c=dX#xhJA8LIuNiE_=$`4Qx5hZ_->{yx_Be
z%u#SrY><SFmpglIY;2^LmJ)jP_xG1HF9&`n)&gLM4s;0|7mT$sd=Cx9@9Y#Kh#wpu
zmwNsj6(uq<l2XKtZ_$RwJgzqW0AwvPD5T&DT6lPf$jQll8Uqe+Fp}0U8L1={fd0j|
z)8S43C_O;mZ!noF68Xs>XUZlgC+lU~^HCPOt7hA+%g**|YHBJOij9gI1YOon?uToN
zj~+d0lh;vF5`XdH#r%<2X})|~u6!PGj(m8|fB$SD2mBRXt$apg5@k2WYVB)Rw&C+x
zULmEWV7oU@CgdtD?puwdO^kigd%11r|3%M5cL{wdI!E4?PTzAQVJ%Q*^}ZMMaQDJ&
zK#50@Dz^VQ%8;4O<}S8o)z6Y4L-FJbyJ;NuH_5ak&*-#3P5qaRQbK~Lzhd=?%4qNV
zD}H56`}cNDKT#1hX$xo9{&Q_vZH_mk-Q-*tV3V^xj^6sJZkUa>3a$^>i{t|RzYF7W
zGDXmm>)SP1iQje-q6Re=%41emyms9YO_(}^=e9$AGDrc|tDa(gmo2r2i;IiW)O@%<
zK=F!cgXAN^d+DPAcp`eRI0{!GILQYJ8Hu82x`L0Hm=a=jIH*qA%0CpXQzFFd_nm}5
z_8@5a25C4Dj^K*Ekv#ibj+FhrmtCp#ea0CL4V3jWDLkc^2V=zr1uXhgUoQk|XSPdL
z$3Q_gG&J<-KsV>Wjdp{i!7@5F7IQJ+<Z5ZpiHz##5~~>u`D_tdSgRq`+KhLZJ}7^c
zEJRHJG{kX$NFDV?OkWCZkZcRlJULE5<7;-eZZ~RQI!}ImvJy1{ezqPNavJE@`a5uv
z&@s4?p&|M%6-;gj_a0&)4bpI}x)WA2ttNCDimA?{-KTJc=%}eYYZYYsR>35?xhgY}
z3Vu|!Lh4Pi)YS)9_P1uMySux8^z~^eZ{BvMNJLyeNbHNLgd*>9yp$@E(imD#vVVdL
zH7>`HfAh0sYKzd*CzbgWog(DD{xKKs!>sky70{i7(|cw8FfQ6A#4-7z7SU{|Q7fNT
zqgm9#ft#6`$yu3NAi!GT{(P~TvwntJ1r+lFeaNE8Y}eto(DV;6Fr=^gHuG{qf2pKW
zwo<k{Di^fGu5YB<USsVvwhIv{dQw(a)<QtEP9(^(C6pShDK`{+ev$BF91r3zfbXx9
z>>YcLQl`N+xgHPP)r2NVpO}qtR~Hwr_?@;qrS~!c!U?cc$b#4YO^(gm*=bB?{dd4o
zKxS6lR=dKKqlQL!r8~l&V!yw-z2kKgKFS#Ne&B#v=B+;Oru9AJVLd)I^|FYhHX+=^
zPoS)*WaUYGF71peZ*mA1i4kyaoQ>;0*vnJOIS^|1q`<kleq8|Vk`>tQcv37?=kKxe
z7v%;{BWa%oBDL%O(@GPUdBA{g&dr-y>_&%_z*5sLv8_5BrFzX(qm<ggL2qqpW(zS6
zv<dvt<v3VVs=shAy~M?Up8u>){-uN=+dr_C)CRINa2VA>>v`MfVL6W_bj^Btg_u9c
z2c{Igol6coA(5V5n|JT3I<u4Qxwgz}xJAVIQf$||YbqYnMwlLE6aNiqXd_(m**<k2
z4c2?^StwVwVP1#rIO_;fp5rxKQSjAKG?;8BuaNtRhn-WSj8N$IMVA~i<(Q$pI~1o3
zQ~>NAAZ7pX_A6z^Y&lK$cU_hzp8yE8zC-=aE^)c?%Wx6vyTc1w+IU&8vi=5#QXBVf
zHk>5RvuI9V^ouzS@Vaf0`R+7*CcU&g9b}(Ro%3owz1D@<zgBzd+N4z6#^u<0soF}K
zFrPgJN%gn^yObGVlp*tNO-|gVn+tEwIXj>_Lvq8x-w+byzOBns8rDl}MUc^Ov(<fz
z!tzNH!ti_lJcP}1kYJm}l_9NskXL7`b1-!^`Wd`_L0ISW6n+~t#ak4?J)9!yS{H!o
zw9K$Oc+}M2wxfyNjG#?&!;rPL<~Ir$T`rt<pO^{Spu4EIy$%I`JeVyue{9@?x5|<i
zX?0)^&oO@->MTMSZvGEkLRcD_)wjDq)wJ+3LvdsyvB}idZfMH9WZ&(y-1Aej>n)Kp
zfd&M;3BP?hB7R+#-A)8kP!wlw8eK<(!o!-FavXIii01f7q?WQPAwk0>DyX9j5_T{V
zo-Hj)&wdPSyz8kw2L6rWkisFS>+O%S#RB#(B-(xoW4&nK$A#P%6&2kTN;LeNsAmc_
zWF2FItJA%mbRcF=9JBtL+h<xF<kvRToAe;Il!n(hJe)pdp>)1^JdK0!#LhBVu}wr9
zZ6uy7@>5B46Axs2t9Ykjz1W=~3@7xm)p4#(Jgjy7GuIFvjUOrXuJC4U({fQ`x8rr&
z{z!R3ug{iQDSri<<#L*%aQm#1>)FC5nley!2tBW~CBp~x@d~@fmG@4=K2?hF9!n!}
zqnq)GNzH1Rs~B5;Sz277qox$#fVG|Lf*|b4DI;elztOIA&zF&lV@ymk8i${?o?fwz
z4rP1$zVroOzN`ze)2?@O$Z1iqN8HlV(gFk@+Tg^5H25^|;opY0(i~9c@uMnbe0_)B
z!R!X{eKgrZs3W-mZ~nyV@X3Vf&<=nisxM|mKEBnT9x_;S0`z88y~EU*B=$I0uD?$0
z`_FYnmrhqQ+YrSymhXAr0@IUdQCy&|wa4LR_marb=eaBqxH~$Cs}{HHP6f_w^6VD%
zXZFwSb(_|)c{4sM)jSgBJJ=+NUXF;|slS_b@Juvp`jQBR$FCLhYWW7!Mxe<GMO@p{
z<<@w!?DrGBZnWWR)tX%rU`<OCCM*Aa#QyqmNY=0?$ahHLbjdk)=S$iWiTIFFQ$9{&
zvDe~8Ci~PsL^xF?atF1Y=7jx-Of9+i8-ih5OIg_;Z`>b9fl^sEex7r<beN6ybAa?C
zOAw2RSMTKBwKGq8Tn{;DyIhc=7(K->ck$#xczSw6*aw>S2mdL;W#uo?vHUk}%imur
z;fdVZ1n-dg_*v3U%9pg^ChSp746|aNJC^%1Xq<Ov*jop#s9jFjg)Ej`oOXEK#VfMH
zuicJC&$`l5C4`Yxp5w>5Nbs&b5Iw1B5IQ|;OxmUlsp|v80o&Z@D<g61;RC7TLCe~R
zfZuEsprQu09EN6Q@Sa&%u;NP|<6eHnu6-wrncp6p#}`qlnO|TMuJ*t29=ZPFt4`rx
zOc8Po1sYJ;<zVU1nBMpmpDeCVN>Rx#N0o(1<}_2TrRbLc;xd>w<7*oHgaVeKaPFkC
z8NI7uP6?W_2<~MY-Fa#ra%1v1-fGCbkb3}g-HQL{fw)BD>{$3wS-$LRn`6lu=0csk
zTK?IiCt8*SmYVPHPnT+%0Kg%akdSQErJVTRujKzAx8WzlUfj*v0wUZ8D$*zj|Bm0u
z49@lNCxp1*n)*q#Y!uHx%Etmy?JLv^LkhPhLTV?5i!0_q*Fi@W{gUli{T)j5xx=aA
zgFbNed2>xo?rtB(vh_D8(SgLdJE1Dl)5D;XLaMV<N|<ui1?Pk=rtFu%-W3nJn$vAK
z+x<<{{HyeGDxKhjvwb&#;Mr;J32R=TGSsY4zjyZA*$@#eo^sS_h3<G2Yhj%vVG3Sh
zYkS_vVsL{5c24rIt&)FE^>p*d&gh8C>H?x)zmKcF;(>y5_Gu@@T-=DWQNkkyp%Q|V
zD2BGAh1x$lm%V?0RA<kunfG5x5O@`c3cuf-ZRk6(QfLh~aXVoZI;0?TGBB=d&Dg!D
zb|-LUbIOXTnoe<VGAe8`G~J>bOo?;_b(GE<isZ=ThQWgymiev}C{O~tUvrH=LPxmH
z>!E8R+&{WwjATAYO0;*|Vf>4^_Lq9XXOng|u&^=E%5a5s?aHp{%usNpql;4)W00Ht
z*~4`^NI?+0>~j9Nrs5!S%#+CJYGX*t+VlVvP|!>&Lc;uCcYJ8?g3M2=TFnQd<x^YZ
z=1om*U|0i`*x3m^d+46i_MQ`niP6h`ifb_1_hsgzWBUTJIS++Hy*sEH(4nA1<zuzr
z;vv2t8id1ZqV^^`!)dLGZHNibiN^Bm13SfrveM-js@SErdG0pMiZ6%f2z=3aOKYR`
zKE4$o^?|(FEZa?-5z~+F)|2v83<!SXUB+R=I+3eYgGZJr8=rd_oMc@n6-Y9C+pl}1
zC6c}865nMzZ7bMLy*lCnTu|eC{efZF|03?K!>Zi6?%_>|bW5kCNJw``skDHAG>9PG
zT>{dA0@5KJ(jeU_EhXJ0-Cf_>o@1QndB5-Xd(S_gm)9k3w>$28tu^NyW6U{{l2z8r
zzSfs2Y~~I%|74<=+nuYT3cSmS-NJIP%%qaqJ**IG_ZI^mh<8ujpiHG*z0)AE-)t(D
z3~>)t+u)dw)rImyS%F|KbRud9#=FJ7#a-z-aKUz^1w+u}-$e-D&>dD)ozrZb)Xgnd
zPH(FZb(G543U{w8&OAH_O1}%zB<jv_qh!Gi``yPGX=y&i#b3q9fkE|C1qDds(h{{l
z26<>@0va(Fd=dsKs@48dXVK8g>gv$&Fs>7*%X)Wrt;W`(S#<h>@EBjVk*-OLy1NU4
zgw|`v*L`=cDWJHbtPH*$7ZeI0jPP0#d0wLfrg!5T!pzRvT1sIdi`gU%4Gjke2fQ}9
zpi5+6;O^q&=<u+Dq9T@4-T%+DkRap8D`rq@)NcGu=rCz!NoQw2C$B(%*m7vKBwrJI
zPaUDPTzGkTxz~kshp$R{+Nq~)n$C(jY;FE*G%3q0m5AN#=BbPfOYQlfD027ejjxcS
z=RQhBGWC9?<K?L}AWq;47qzl<b7qpCI!^^JSMa~LOQDqfy+8BxU0$8^$9J!gg_*kU
zvCSjR7MErp*Wx&7&KJ^Zgg8~uQR&nCzwkDF_rwZC*8L85odgnu+=;w`f`UX)0rLX#
zcqakC$?27jXM_3F78M%ha_<+`*4AL$JTq33xg(W_8K#aAI;Y!#$9zls1MXv|Zw$j+
zQQ4G|SCdU8hTRX*+ZM8ZvN$@~a%5rt*Vi7XEgy4pky}^?xl})WW0<n$AwCAxCRhC1
z^>vd?2iJ*KvL2lVP)r4wi|ubLIn=Zy=|ofs16~KQ&nKntATV2Lw_Zg{i!^|4<|3kF
z5h(;yQAGtWhK_{vBsEx2Da_U5S&mXRs8@zUoWKWk7W(n}etHT@N;m<+xtbT+{)G)R
z`oIZgx`_DRH%U?`i<HsOK>nlr3o%U$4I!DI(9tATK_771CB-N)tBp&(JPEcoJ%Fod
zhy_9VU<RXaWO2`Gp%sbZ(3xz(a|&gq;vOR-++73_H^2ekke7^`sk=^X{3pNx_EGvH
zE5sDJdp}DB*v2JRHw(O0gHzdfxa%{tFO2Fg8rEEVf?Y_Ssxm*d0GV6y3v4~vEmlRQ
z8_YHW&Qp$)%rZNJp8MtFs6yu%(hp~R6iULN;V%6ji-M{U{#ygP$JW;My^xcR!a5#?
zE(U$umX*q~&sBQt61);iOZ>)DJU265!No2H8GMKm)M<aB3$0Hk3c}?1wYe|153EkA
zc9%S#7o=I4c7Ho9E49c>M2l`;?JBTk)*_5{5EsvT;t5Mh6}4(p_5J&I$j6+VSKr2#
zVwwMM`Guk5AN*Bx!bPt1M;pPzZ5=mEXG2!b1>#&g7kCGEq@;_e!h^k3Pv7P*suMJ6
z9)D6F>jxXWg_pIzsSj7P0rRNQJ5OuM@8`byi}zr>EkVr$4mSi#?}VJ69L-Zasgfwu
z4@dX08O>_~qkA`aetup&>+d8iC9LKR&_|sfR}ueFT%At(&u2!@d53vz$#nD`(qCR%
zR9=vPI#joePM<xnAX$$9S~=~Lo(0DVk4ANOsJfH1u)h54d{+L9r0Q7W^BPdmoRxo5
zH)j@yQWjEw)=|ZA6K{b`sn`*l55@gp#KO1ameXo9$dt`TeFQtW-<nQ2S~l18ztOp2
z3`q#_yi_y+NcVK~G^s6}Uj5x<jd%+~`=)j0WEC!4XgZ|7O>MU{F>cestIUPl!I2#B
zi0|odY&swSj}yu%?4ofKz0G|#dng-k)S&Ymapx3!>X1#-32w~ReW!+Q4nxPswa-UN
z7@=i)@2&8YpJc&G$x8O>Sz{cAl|^Tjo^YWh)9S=zUlwTnNB`D+UH#_#+kSQyKGx&k
zf*Fv}6z5L7wOTCQP0@L{QPUJ-tCG+QlfSd)e!Vwczt+N#^M)zeKmG>ZvJQ*Hx&CB2
zVt0yrKI!f5C;4Ut)rEbeG(fmu)NN31H>`UU@N6J&+V0yCpwCn<<i8%}pBZb4biAh@
z510nCy2Xbxw%zf@d=1zwT&`mZ@x32Y>*;sTzaC^QybBC?<YJZ12l<&{VPOR}vg#hu
z)ORegh9r39D1Kq`Uch^&iml<=#<_cZgU?(~=-`QPJhMaWFwBksxC;CR|E=1FW_4S%
z0`IuiC0uVk0st8gJR55Nen>C4C>T=JPH%VTsfvPxq8wJm_3<+@;d7oWI{5>&egjP<
z+g@+;0yFh?kO9faR}zvYG;^*s#TsR0-^Z_MX+IG@xSw{VMB@HA42M)K&-k9~({?JV
zoHVe8f7T`9gA&?EfXJPWcfSFN9zk9uQ9(71#W{|q+fdIHy5P{5j++-}n8&*bd?7?1
zsYM)DQ~-k*-#1-K=&}WWq|<jeX3V}_oep@t^Q2KqPN=!kNMN1IcAqq|kUrhT9%-2o
zxwF$z*KxwwwWG%!HQBWiZir(sJ|rLj;m<RIIv!7@8Se&(y8$-d;thMEHP?{r8FAR$
zX}iYUyr<W73j;cCTr}rFXuBhXb)9f|Kq-v5s@L8!Kc(y*x!0oqtu;QLq9rZ~@w`6P
zqg6~QhJle036LE?0745u?+hNQjeVCokQqP}G&MtdqXa!C|5xP(AYWf4UpNV`l<N4b
z*1vfm$aYY#=Wi=~`(`7esFuNSo|IUqy~g93Ss>H@p%i79_62?Sel$}~ub8Xc{;A_J
zj6z+t@5$9c`~y^j*Hv~&{dfM*^5OklKE-8$FsCit^BA*UIVrIxXv7HzFqKOY3RPS*
zDOVlaH*;BqH@IG5W~a9+YR{r*0B|K+elvP-=oki5wA^m1?rzZ*z8Kl_5vrs!w2W@}
z3F-s{_(nINGGA~^?IUYC@GpHho8hk8%_46aW%flBMixX2C!0W9o$(r4fuDmS7Hfe+
z(kA^ygtg0BZ(oo03)&D2eKIu_r?!ROvitoUvS3&xb2Q_I1$N^9re^!WU|-~s*htR}
zdLB=wSsjqphl<TA@2>j*0c*2-c~j1)zRuUBqC%hI4TRZ-h!(}(XG&@<7xA+@rp@e~
z?uAo`jbK}l`jFNRULb=%fP77ov}^s~UN+w+0<Zc4#R;8FJ(p%#&l7^I8G=l}wyYtY
z<o#U<fuQzOJUT<Ff7!-*cTN=Y{P}Y$zC?yldguS;ISx+uu$Y$N+nZGw4xV`J7ccuO
zueIv?TH|b+xh>+XUf>IOvXGqO#U#b{qw?o@(v@jp03?s~1jepPQ{ZIXcItAySH?N3
zh}eNSw=Q6Mx@Hglvk~{EnZ;Pox2Sxu{h6F}nhXk$_JRxRQN7qlLnoJ;4sX3NVmF>r
zYx0xcP^&6Ot(eR|aJ%!Pp8m7y2@q$gAmEx_s7c)o>VK%W++%b>{@T*Qd&?7Tnx!|n
z;)3S%d~(ip^fVJ~8`PE??id$BH|LWNE374BOG7Fm>kuGeYkH%5TBUr5S3ANUht@*p
zV^UD8WPG%OMc>3(LXL#DKDk#*sgxhF$+56G6yMePwA=H=g;DaVozbBxeNcc};BTpf
zxHz=~?;EQ<y17i@CY2jBi4pc>(o-6@i>Ieei1Vi?^(TA|&5ji!JJ;VQcBXgY>kW*)
zgxzpl(j^hQF|S)qB2JDUZ<udx&yemP^toSMZWahHBpv%*x)ng_(y9x?^DtQ{QlEeT
zmFz$G4DmZGS&*4y46C7TtE1Hvr?ws=e-E@13%`p3U-D}jAT>6f<h(Um81G0ke|>#5
zHDZmgG?Nn(7jGqRb)dxEUlU$*GIpE4{s?)SK|Y384DcP!TLYAmE}9Q|>8Qd@{tUG5
zGi+B{G%UR2YvDEOZ__Xu32nHbPelZqjzWpb%AJ`vV2JSLMd=Nh?dr!_UsvzR<SJ73
z>^eHKF?{ey@~ENBZs5F#D;3q62+$k<`h_jrCs4U-up21c%)cGy9@gBpK8`4r1fvVY
znNVgur|P)L;W%jmrEyQp=g_gk$#9Xx;EGJH41*~L4eR}je}w1O<h%G2Lda;AZ{=NG
zx8ZaznzpQ8SzN&A@D~bA<3%4IZ}DM4v#;=`_v;XGc<A<4{chd0<-pGsU&u1MakQ`}
zPPPs#OnwrD+$vnCaQ+4>taA=EchTSILY0$Sr3<0dJPtz~)-}^uSzvMufgemyAEy&<
zQ-6M(DU{x+0>UefJ8@ii_Q)0PqBa%9b4O(N!o)`yhD)&DZ#?Wq{iW6dc|Is%S2gpA
zT>n;T&B#ZO`79o>%i1=rMQCL`T0H~IPLs9&b2-53T+U4KwE?x(<g?t0PCK4$2^`l<
zvXjfar&(`~6W;)W@=mDWj~XG%>cR73x%nO~%ivIV6ZnqTqy$)Zg9op5Sov(c6FVH*
z(>Rj^j;RH&vUo3_T53+XE-nxKRoq?}oj8p$IMslWb)}hMt6W?srDj6gOdN$jGNDJ|
z&{?LX+K9=@e0+Qa#3+Ixq6P+c5fBg{GIDY@r@Qk3-Q!?3*4)|ufpL6b8?gq&YympR
zKorNo#Dw5Rx9Nk3AsJGakwLSYq5I+mFfHtJ9y&b$7x)M5=piqU;qLCPH_6PvkOG_#
zchA9)1sNF`-^BXNOg~VDHEz7omw%DCzrWA3kyi?<<29Hf=K(6?sHi*O2!!yspO<B9
zaGcn)on!&Eq~BXOY@Mvk%*;lvsDP_ifChcNMe*T6i4R=Qzci4XTwDuweAYZ901Nvh
zXY^AJISeRIo?BUBiQYiRhY-4x`RaMKob9M7c-c97GLw4o(N{pI2NgtG&z@ZN%O?rs
zEY1*~lVK%&ST8dhXUomah3$aSZ9hw3z?hcuapY-d>7JdPm4@ztP#&DCw7pB5_W<9~
zvcXvfBg;jn1t;qm#N5^6dapHmW&vy5pXIO7&1TXUK6^(;Iy=wY{QQi{N&?W{wSUF%
zp`-2*C+1%QpJE=6P+xJXR6jmBEtN<$P2Un3j2&7VK4wJ1yHx$QMtgc%(2$GHGIAt)
zxNjd4Y4@^pybMkHArPxYCL=~skzM%rlGei+J!q%9wJ<T$dWehJu;|r+cO6u2_o8Cb
zJ^{B=;lJu-keWbQcxb)sg1$B%jV@NGM*08EpZ|knzmMs<BbqQ<&!ewd{QYz?c|S?3
zqBXw`al+#ZdHo<x#j%jpMZEemCDx6)vTP-SiDWmR05CQ)g9lz1?3<QVRBPf;Dp90N
zl@?H(&L{gpKo!}~hr~<`<q_4cUFg4k^7pnq`jsz{*pR9*jDoUUc^hnC9$VXhjH?&J
z3~^g1*bQ&Tw~n(HyiUPCUI%{RoH!CtEhjrk)yw!x{k(MK0@reIS}_gy!`xyiTemO6
zSKwv-5?vY^8{ZDNf)a=Zyf@Tr4lS$%<m6%Z&;#TXS60YKqy?Z1V!BH_YLo?#sLBX#
zzX|Ue6C=H=ob~k%v1?h!yv$T`^Rh)7-y8N5f`;#7-NcPWVgh~$pLw$j1c+<&!obX8
zpwwCaa3o-~(RRpu#YY6P_q<fhEcVOlAgRRW#8t}r$+4$l5wUhtLn@KsfvL0n65>x=
z7x$n%gptvzx2JvNtACLlXrMdO0BzzPlF2kb!#!=NSO}cAfJ5w(mVPy*1{yCE)$C_%
zZ1!<HWkdT8sIW2q5mH)T)d&@A{m==nlouR)E}b7dMa3U?=?wb85~BX|$?En<$^|;l
ziMbG$KEQr`HYBO^YA8I;l-YE}dmRM=l7*1{iDsJ5s%jQS61HpM6PQ?!Y5$-s10F39
z{HRJbAJQd^qRrM3p$mf6h0E2+>j+Ja?bNs~$0gg<O#TO`i!x5PK#xq@d*Z9B9q;jk
zTTIc>@Dn&#j}ia*fpULQc#wPF&XeTBnlXfLyKWn}pSf6=S97k&HM>a(LDg>g-5N%9
zI^zmGQN(?LRS{p`8!T>ql4dBdX@^#rxqlW2;@E|+*xj6@4xy5@W`FWG#2$$GJI8fK
zF7v7tdaeuTeM~~}{bg>n>+_QF-Eq!yTNqY~TN0E%tI05z$^ihn)NZUC&|7{9G;zVg
zV*Ep01;Bl&Ey>C~bwF~uCwjCeFdmzs8@q??9E9y0%kK2}p9n+nXGvmuuBW(-osMUX
zdvfMGG(38)RHys#jI>_6TeupT<xaPX?YJ1veDJY_md!_@D9-&%mZ@u(Pf#Zl^u&C$
zlN_A|@s1>lU$9W=6NV}yQcz)|`QLTLQ2i<F%n7=y-u=1D<xb#-^6A#@75jvr`E?MF
zT`0bKO!@5JkJ8;o{BJ#&h<4|tvl&<A!p-abk=<^MrbC6nD}Ex+lQ04!!AJkm@qy~!
z+vHDng^81dq%CyC##|Uoa?z}MLFm^6s>wW1R37@q4>U1oMvx^qJGA>}LDM|=kM5Qj
zrn65o4r&9^X@J6reMB_iMcUsI?(dtM>EOpUtiP;YK=qOS`j~FMgWP)!Yj$JM<@6J|
z*wN)DIN`dDq09YU7MRm6L!J2&zwW3q;~|c->xP@x^D{`Oa6*T|_)2O-lkS)_S3k%!
zBK==Pnz;C&)IoBK6uD10dm@KeqScMc*J9h5bk)LozTL|KZZfU?RJ0ada}7>NCejwm
z;r%LEtoO=)NZP@Nie7(qIu=o+pSE)}%zAl4?uB2^ZCX;1??jwYl>xad->3+wX^*b`
z&WW##m{hSN_<8AAT>Pmh$j<bg0s4qTCkF-X1jyubTOQ}ie3@S7Rimj_ZhN1%{M=A5
zxb?}T#R8CB_W4fbC;6x>NK26Lbp+p+nY8@<XvgAwYj$Vnr=1SXnzob7QM86rc!53g
zxg*%QGXAQCJVpqV;ISJWlGb(r%~Rc~cVMmdcUiYC!qx$4`bz4@N6{{f2F<fz^vrJ3
znN2j)|NfW);_vHIISlzZk6Fk0{2SJTd3GH?L}AndBuIJQ4ECvU2QmLb$t9;byDAo$
z%XK<9sKOool&n#$b-(nlxZyTCqarZ!*q=GEJ)No1-Q-wRO_VqEpn>$0c>1N}q|mUi
zImHYli7822$cs~t|ML}gn!}oOED*CSPvxtV{4cIaTy+pt^Q(~|6{EeN6Gd}B^~t^c
z9BnPwMz!SlVvm#XN!<TDzh0`j;<+u2D%3WgxXj&lTSYEk`gV)f`S7jOVoA2TDptJ^
zVKjgS!X^I9ufuttC7_H7BaN({YRjXS%+G6NcQe4vokjH9x-1-q;}5xs;`z<H&bS&Q
z4{=0KWd=Md`A3PtCcXCL^h;XN$`c4`Velu{P}n)ny33U>mQl3<&4ZfH@)!_w^}n>N
z^$pNe0IA>oe;koL5gMo(p0~|M;jE6nJI$r(kk4R6OK>z)-P^5ow*+}7_>Q-va^Wzs
z)C2SgA|oT=lZ+z%%}Ns+-Ww+^S`Jp2`4TrfC3kShvBk?<Yj-Yhce0&UUSj{)8VFLG
z3drk1*WR>vZZ3yo<h2#iIJiT(`90kjA_8@4n!ojfAbW@aKjKRLWvT`WmGGwHn{Ze1
z3wRv{M)<iEBx3TbMzNyWSC4zI*G*Y$mp%wVW?U!Zv$aaiI#Yr^|MymAn>}~jKW5TF
zsdXFXLORhx@3<~Xe>qyFf|x`;F;tpf4l0s=-ZZ@RQO#anLsJ-@nD`dG6IQn!BB$jh
ziHfTADP$74S@|temczL{r$y{f0gtHG$e=qGC>cRo3v2aF-3W9?^rtZX#Ag3bT@Qa_
z$v=7_iXu-7v=7L%#}Aw#WX$)Mv<wVFZWb1C6VC6BL|>vvRJ9!##gX{UTf~t0K$Qn?
zYOz62Sz<@n(}Bp2PPj#x&?+ZTN<@z0F2wE6^?X(;yC0o!d73YrxGF(SRwfl3upFD&
z+1e^T=gigl^Wab+>3m+G@~!kyUfC9{Hdo=|uNBamVq5#Ax$NrqqxWg*8T+fl`;*rw
zYCY8%PFNU^+^sILHYdsTY+I5`?Wc7Hp1H%c4;amzxz0BhHXinH=#S}L@z2Xn#>C{M
zyM6YFKy)L&TA3{Dd!D5CC(_WudMEmjkgq@Zk-$GTKuI&;qo=NWw)BKgAYtUL;T>Uu
zk4rn|`XZ*w<Z4#rja_tSTX>EIWz_p<kI|=5$HdBCxyb&fl$)~PDOl@N(|=a)Y%|;2
z(@+ur1ma{`T>Z2~iMa%4&B1=N+z_ulS;Knm`{I<Zi9WVRj$wOWqqWm*bv%`af&-|7
z{((EBZGi^WUis-BUstNkGg>n)i-H1Oolx5uqq+h~2UHK_idb@`_-zIZXq{izA*mk+
z4yUAl98QGY9I_UkE5|YXh*!`TDAbhO)jE~INg}9bSm_fL1~O+*#%H-+1U~A@_F;uX
zMMHyHQCszLjzaCHpGZrC3eNCoeFQrC7HT$!ijJPiC-W2T!+M`SX=@`t+!EwBloZi2
zQ#;kTu{cEh-I4o#PA|YWsxj6aHLxC|*<)r_?YOP-1Lo2SIBS#u3v$q;)&=yZckkXM
z0Zb+-zXS9iY`_w?zPUQd;?w-&EhapyT-_!Zn2`lM?Jw6W%g(xnIu-{*10Lm(<e-b(
z*#QpZR8Ut;*yt2|JiKDywP#{t!YUg9gnxVc-7JWFsKUp^VGmeY8=+3-3ttR@%hj9i
zW#qHiX^W1R2S>}Ub=n{nww5RK#qNFmuf|HpRy{N*DSpv|7TwZDa_>L!0YHH%sH+1q
z9W+e-P>eQhX?z9@VNOmCQW-fz(l2_Ds_hpy7@+A>;q#`P@Sg%vWmQ$+kj)j(lyCdl
zWOF{$bG%6S%=UzwZiwMn_j(aXHBsb}H~A#^8fa}j*<{%lfCS7Qxld57_Jl61183}(
z8J9-aKj8!LxR{E{NZw-6I>%kI--^>4*YxDS6rYLqAr<<GREauQRiScWKrYo6U@o=M
z*$gWwe-g3Sxwt#5vGAjXl7Kjgg3j}0vRbxWQ&s=f{UrOii<=YxAxIq5sZmdZ<s%DR
zLBr%d&xc|%AKTk=CSOdgLOrH<d3j4S<CBtBq=e70pf`%gd7nD@`Y;Q)p`&b!7RoCw
zjc;t0_9q?jou&^C3^a|6seL&kA|_^_r-$g;*o1>=*;1N)erUw7{fM`2f&cwt?A5`+
z!7CFJ<l61+?UznYJe!Bz(JV&5u?0XlhZ!I1>yritpEf!+3pwrTwvK5$e-5jI49u25
zf|tN83nt&sU6d665B-+0dgRcB*(!c&y=rP=lAWD>yH=YXl(rn6iI*Gut${dE1reSX
z`_eBHLrHkCvxla5D0uDnrH8MV3P*tB3ef|HE%_ACX!({84Gk^lFKnTs!E7@5Qdlz`
ziY$P^%r^E_no*!v^8ku0fHB;S`(lZ!I9ge?wYBM6^3QJSxuZvpv&{Im)pO)jR8(G%
zLMhx)hSSq%^9v;_#5W@wxMmiKz_8=xIA5<|!>!S^;Zp{ImrHWF#?GidWd4b4qc$>|
zDE*iSLnwvycJG?^W0Thna)y8h(%>=OC(qe<#-t0SbfSQCMzjZUnf2!*g$sL5;JeNN
zZNswV&9UXGJv!{t($Wu87N}d0va&LWNvG?o4RPK9zp0mS(<x4}(c^YhVrEMZ&B?>c
zW*r28F4F%142tsrJOh-xXTSsX3sc1u_J{!Rdd5$_T%rS$G<v-~nJ5EC|K>P=ZXy%p
z-Ai`Q2we~cZ69GY*b%t2Ap@=X8dlAEB-#Jf4|FARP+Wa={zN>1>kfvaJ&=&MV90mu
zP=#PjUB8SP!G+g0GDvKEUe))u?mrt0Ia-b5_&lZ@4<>?H>Uq|kxy&cvPnp^AO|AJ7
zOXd9L;b-wFiGVKV+hZ%rCb}_Wahy`XZa$C|J|V-rmfM=sL-tmOA`G1XnxAWg(WP|+
zq<(_&I=&p+I<C1};7q$$_NWqo5bxcHFIA6iQD}s@4ir88OB-%erCEDCVcOVJ9$!%P
z{IlEu2|1g+C-Mi^>eg+*Bac;Bl4D*t3lUbe+gv|>u?hOVGY@nH);YKxJ!|)7k~NuC
zbx(KacCZJ!+Cj%P+fgO{lY0h^RhpZ#4dgN79xDHZHsGuikOzy8b}sITe|A^FS2p-t
zm>j2ECAc(p&br%b7^C<TX*ev$%9XRNC{%yYZcU7Gq{RY0da=a~KzqePG8t}~UZpfN
z-d;)mc7spy3;U&t&7;o>0OJQ12fwWpTL;NRkW9kAt?F;f=p7+u?Cc!17oZAvTc?mw
zx=vwm+@2yl5|9ToUGtoOFD|xeKqc(GGJ3(W>n7He24p%3qm(J_KeYhTs_j7I^j-}#
zk;rNRA6g*m!mr<b(`Y#J9(pa^=23KjSiGQizl&P@SCbV`B>zR1v*f&8S$oAClYm^S
z9eZ$ZIn)63&exW|oA?ZbSYqNYiibsGGA*i>@7UPb5D*g1F9fr!bn9HR!NI{DWD*k)
z%oWsZ>knnh0zU3tL_~`$_jKexHby@y>h_c!-C5|RL~ruWk&Tfhc@wt<8){|kAsI<~
zYw85xqCqFvCksRxDuy)lW{%G$BlqfoLy|!pEfDUz?MEc1=jH|h>5ny-M89w3d29rr
z($L)8d)I5p*MR^eh1Bo8wJb6j$sNAM^6RpPivvKS>Y}8^V4J$<#HH$D_|@|)tplM?
zc4RN5$5;QG0~Y|7@2&gNUGjP0$3zHVJ>XIXO1rNqVgkUrVsqkiFc>a9zvl#^DQG|U
zxIRcOHJ>b3_GkM2mUe%W;1p2YLhu$w0#BO+Xo$$l>35Gc?Y?<Ccv+u4aleph3Cf7q
ze-_AHlMu&l11SBAS2I`Jj<!c5ss}^K*O7EdPTs0I?jL|O2GZ3H#hT%wbv$^1$MVIO
z&d$fyWxw8%Dre|_n0OJBq&~#)fz$dz!(!Dtm)n5k3dn=;k8iNOvr2hCuJu3QPf8th
zj%m18_qwmaDg3IChv#zel}sV;r(V3?jN0WmNt4m2S89q_#sAfK^s8`qp#@6TPIk{6
z(1PI)I9Pn)UxP{hFZ9m8RL~1}vwv~pK;CXUIaC2tROP{bVpeZ-?E7bPoQO8kO5aWU
z>GUdubyV}s-l*`)^P3XK)jjiJ$Lmua+eiD9{Cgk90!ir{Ec~&bV?V-)BB%Vygi=<M
z!7+b3WwX4Sd9-}iLaEPTlGzOZwA|3suIdi5`6E4U6eLxzuTLL-fhiM_!{*<6y>%)?
zqcPaycJq!i>c#ZxBNst(3}H5+UbmI2*#408@A>_!29A0!bV=xDgx|ukB*Q`yE=Ks=
z=2=$TanpqB`?JUzx--mL$$Z6MIHl63e*8!=t(PvrH9Y;@p7n{_TF_mU4$dxT+Mqjy
z(@WjUwh3tV+%BXc*gAX*bFKo4PPHBpEYbbeKc4?c+3i^=9{6pW)hqE@6B6I;m*y^&
zWf7ygd3|s<uL|#Uh`rH@-*=J!HBOCgk|*Vp1H)lY55FXe%~zy>{Le7z`*9ShmMpr2
zrGUfRJTOX@b0qjB77+KNM5em)ff*K37FKRx<;Ge<+WV%lnp{q3#u@QrB?LnA0pXp@
zcHvx&hCdDg6PDs-3`GwX=&L%dX}I9;Nfrjz<<hFUg)%58H@9fq4E$D5;hdgNSN?Zj
zR?;n48h@i3#ue*Uu)(#CXbxX@UFyZ{-FYPlL=jt&>k}q~b<EJeW&6pa1UKMqB(Cet
zDt2^ytZ&77S*QlJXoNb-1mm-`dtQxtHqBe5Q}Cs>KE*`<AKBQ%#5<LK-ti07xPoKa
zXcPTj24ko)=_vhbEdBFZhu@bRdW!;lcJ{>Q_s(VOHHA8UJfD(qkBLDml|?F!LK(as
zo&5apLPN6V**AHZ3kc++o80^Q>MW)QEg}2vNdefek(yC$K;Q$8%{rn$j`*@C<~7K`
zK;b{9F?)VTE|G7!)LcV@7@V7YP=ht7vpOK@IAmJ}Go<(8XD?|5@qRe%{@CSg*))d0
z-|McsRO-a2b~&m^%P1|`A&lh>Dnvn%J(gmLHBI~lwG8IV0MI6P$MjoX6YvH19T-qF
zhC1i~N6i3mn!tW~mft*(wypD7;O6pxXEB6*7rf7{pj43|4yeU@zwnI!bOs@iYo=Fm
z{azyNPlfZzO6cJrp~sTne7?q)99xL=ISP;6-2Q6YOeZ?l0!IH5-p27I{0N3G&Ypj(
zn6u+cc}0Ybf?|C<ZnT(S+t+lsHUu64ScBE#TkeH7_}Yyic?HJb@UlZi`fbQ&v-PCp
z9;cM`$Da!`YVQ4hYrhxaGHR^uFp#;WuaC#Hj=v+*C!yulx7FoUdyVdhk8eJNdL4bY
zknO=t6BiF`gx9;}bT}aOfR7JZ6w?ZLs;7d9wZLDs1L{N%W}{!OdS25}KW-+!IhArd
zh@bV%%>`**BdFv2q4s6K;6&CD@3+PR)zW%RAL5mpb6R#Y^c_Xbol!w~S^N4><x9S0
zT6zf>aW^Z3+?GRoPnjyUl2tSY#^dH<Rt)&S+YLyZMth#&tKGkI#jA+Bmv8Bga<hwZ
z0|7UKl@%x{kvAtRFjO_IC5Y0X<Hr8_)pb7!o)UACHH{S?cEf|`%xRUBK3VHFL_r13
zoiuF^;gNVG1-Qpv1|6X=5Rj1J+Qk!FRKh@j8?Hs&(X-)i-!iE<e!du0YF=@=Szx_e
z`pzS>Hwo4>tQ!a0%LOgjn6%w%D+1tT!i2t7Q<Eq}1dxqi%~$%93t0-Ef4;Z&;8(4Q
zWf(6(6HL)4Xf!uaPvC+H>qQUi>70CBRD0BLxV(J_3|Rd_0B&NL9inJTVCrpP8P!Rb
zth+Xtp;vKnx)?U__3OLl+YEQi&CRoOa$q1(pULWKzTV$&FkpD&N+^ex=&jCSuruPS
zhb>!-cR0%pLA)VeG=U-8IcI`=EGZz+xmYa)=T8Rg-{-3OBTQdAf017+CGve#WVJt`
zeKvXmi2$Li=!VDbFU~~)T)5I%Fc3lWy9z4D<CLj~zr72=O*U>`C}}&l>1hdpZ9F8J
z3$B1bx|V4nUfn7BMcsE)-N1sP$l`|tO@T=wVa?6Wl@&PfFf|TaPhJ>{KhB^>KEJqt
zfdKjOJ8FhrtPHt-ci_DQ2Ob@cuaryJ-2QpDL72f&eq(ZyXxk&4xOP<-NVSH);#0zF
z*O{2GSPIF8TLJV!;I6$pne`N2I!H>95HrtuMdVMB5t5dB4-5x^fq)#WI|t+LzdPY#
z_niF*5SmXYP>KE9kTsn!x+;V+3)f$fH8<mZc+k;t;!O1f9{oWaC5No^7xLdX5kWOv
z)jJk}9i|e;H#f6gb#Ar(b<lbzna{L;ScfVZmLe>4b119Geos!NUn}_82?R#P={dV#
zh4M)4j_(@n;n4=sS8k#&1;atSw&f7w@`Y!Bll?+7)Ryt*ulLbyhS~?1$E1NZ0x8Fu
z%8?<kkaiVDNe3ZZ$5?UkJrEAype_Xb@W1y#LUE-Xn<#+=S@WY0$;C1{+cOP_-_2zn
zRf&riL!Ym#qM`>7oywCLSD+$lvh)AxFbSMGM+C$|U<21gZ$t1<UT$;?hVnLUIMSqR
zQl+Z>^_AM7Cky{hEsjx=Gwn)mynno9Jz-(PHD7|9QFY7RU!S7up2`~)dM<ppN4glz
zM4#%XwsPS@>rgqaC@Bqbuq1*(xF~Wxu`rvdC6tb4ev|pi*utW{1w%Ll_$+nPGcvY}
z)*o{U91Sax1VxraQQZF0-!BC^oPpnjBM-xepZP=e!lM!Ew>C+Escoj*XEtXfMq<-%
zwGq==qeFR4$>ed#3TJ=k8{wqM6t~r$u53$;8SIFL)zNM9WPVs}iKMIQw(GMkblY+e
zQArJb3(QP#Swx38n5IP)mO$Kk1F)&NjA-rVNy`Q_{}!0WD}AQhu+IuK13}Eejn;A?
z>;tidLrOXY*mb33X5NB)otOv$P2C()zqYG58Ak05B#G}37cw`GLf-B?vf8G#Qhp&U
z(h&#@t+|cN#OrxbHP1a?mo^YOjz<byGDnwSxnjPIsj^*N069#1Un2j&(2&n+vL_ia
zw}rT~Gq18r8}O=t8oBBLiNkq0xKO`Na(ccWX+<E>%QAfsr>7S4Y*}iLaCFUBDVM?3
z4+2;J<>%)|^Ai00{CnFqJLjkp6N7`zDUW{fUIF?=>2`merVqRFvSVd19ip{Xw2O{l
zJugpuBjv?$8NkNK0E+x#0OmoRLFW|G8K31fE=TKxek!O&2Fcf}P%iFb4VNVl=K&4?
z1A$ikzz`#p-o7MdTe8qcaY0&@B!{m+v5#G`%xQ~OhdFuCEW2i4LpSnt5DRg3F|c{@
zDBi8gEwmK+e6f2AO3DbIlC%(Nx<gG&Ikm4QK3R7R3~_nSUcC^8=r+YZ)10zp_!t70
zigeoHE~4%}R(UFv?DF$k=1fdHhdRy*iM`hbNW{59`o-~93-DeFgnIg}p?{#i55g4(
zhcBqEmL@ET{_Tg15Jy6Jat8vLkep!MBnagX4bO#rRB~Z@wk?Nuy3o5#r%booK8@AZ
z_TzY=y>07dL_bKE?DmvA=<s6pMu>=rh~oCcKQ|K_^^Tq-&I61T>OlHLmD>=4?<Gye
z3wIj%Y!@IbFtU~%?x<9$kH7{sfER7dRrzGKQ+Kkk7$)2fHs}!PAIA?R6SGzx3mp}7
ze{()N@xFEF09U!2)Jf+!gP#55VW^lmE;5d<`X<O<oE8G<cA;31({|OWZpCDlnE_ku
zASU6@lL_nn9!)hOB?J%xYu(dKEse3nUb)NLcv%>*<U)z>7BR8jgx8b?y{x<|6*`yX
zy8W8sw$svkDOO+tpS)UOISXARU33g;N=iNeHC(h!zR=8Vq4|A&@El05h+$LH$9aP+
z5c}!NwuDZ2J^2k*il9cF8AO4z=<N@dSMX}b+#)k&z9eA*^q9vKJqj$fyRg?64L8J~
zB|RyeWOIGJnR8SV4$RJz9Xf0PfRv`gxFG>4sjSlQ@68$8LZz-CTt^1^%JJ3L+E8Gd
ztvfd#6aK`;aihpJ#R2c@?&!9m2F7m3#i9^8mLfffNZDF74x%9OaaqeyN^(7&_kX~~
z2CE*mH|K+~kQOG?-0yMB9*`OUMym-Nj~ToQi21!W51dvgl{paT&gEORk~;6}o%aCO
z4V?>m+~{=={pm1B=Ysak1>?tx2ipc%SO_hYlI+T0Kqh1kSe7U3PnDZbg7k;WVk%(L
zq6Q6O)lO(Mce=Oev{~Fy1Ps011r=#AC9n()4bN?uJN>GO>(C_wS+uOv*DED?`^5(q
zKL6fN(ETSx;uc1S95!mXzr4@e_v86FA(oHVu+1!|&>=iijs$4SXx1Hy+Dg9Ha>U9K
zVmcl4_e_Gk!k^CtbHnTiK(giL-qyT6YDg?$nOzN}$ND=t8en8#XaaI7q0>1ykZWt|
z%!0!!mfZ*zGUK#}mZw$o%yS!@6zzu5T0r214Ek;OmLEhEg6lOrJPd(6*U(VZ(n?(U
zb=3mC%w8n!ES@Kh!a)i&ooKe7+pA6)UauY9*&JWlep~6VsDJ-#;r<EEVoRf#4n&f+
zzM;+nk#&b<L5Qr)e|GsPm;QvX*ti)Nq;YI4rvDraUl$wVi0OTqr(HL(S_N<wNMmE8
zh>3TP2qHR3BTclXcX&89?wvdO%UvHpts-6B@@r|Pa_pf#K!!+Ngwm$>?DIZzud1<s
zv5zE;Wi>w?5vEf^s_?;=BqHDoF(?so%gS&YmlV>-Kpq8(W}vVuQoAqI4<?^NyhcnA
zWRLuXFJYkd3kaz`j0Kgj+%ryhU0htO04lPmb91CKL`wE+$7Q@8F_VyeUvn~+b(Q?^
zu}E`4YUU%I?N@}y?)yETymA9`GUPmAFV|u#!=%KQ!oVTF9P9eE#xWky90&cv7^0YN
zes_*QpuGigzx^~0Okvxt@VuzNgop9GTqNHcGYFf%zS!xIB6kOq2X8^y9v+WNr|Om-
zb-64Y=pgxlG^u$zz9CXM&<*={oGsvaYOk4=V3caSH}Si6gw~pO(d#>K-gIpIj?4ba
z9jj{+JeeW$!(VeM7r!uaq-1koK)w!f!O9-RA<5vrZm6}~-zy-8Gw`t{XMg@H|H}qu
zso-{jC<6!Rf)3Bi4$nD&$Vmb}dvM@^(kgSa)N)n`A_5w(b6YrTD`s3!z^ul~_1sTT
z(sXSjI4H;p1j?pmn|YA0%NY2A?|!IVR7Fd?ZgI#*KvQqm_C9x!XjuS9B6!r|_g(;d
zhtzskFo|A3yP-3>dzI(M^V8YtX)>e_m!Ss}wv_W**L3dHO7A9%nw^NxI`B~*BXwpQ
zFf+~+lpP^a1BEbDLBM01&}6awty<|zG*Iz^dl9B#S%(Ma_`^Unf&DG;j^B%P2V472
znWG*b80$X|%{QhUXW#zFhFDnqDQ<(i6whTIlnX`GFOzQ$Jd0j*LKkQ%SYeE+1+Bo1
zw6K4Y;0yWnE+V9{4PQrKnYX{XV%CE{SMAp}qUU$&7ptsrXAxSvhJOq9mcTmHcZ{(t
zh&Q4oB<ZpeoSNt<h3>fM7vc}MQ^{clTREP(dLkThRz-LC>k;w=Ue>pWoIKDqqhBEi
zpm*$CL-*3Z8$_k;exw3jEl$^Gs{`ZXfnYajf&g2&QBad<)&SCj1U`FYZ;H9pVCE-c
ztxYs0Uxom(M+m?^&Rd9dHItKOTqHbJ5a`AOK`T^M+nGie<4ON+3Ygs<v#<I1F%rN7
zd0Xj!ZUja2K@K#7u9)l7ws!nI{l#Di<ncSJ<FZogfso)L1q}j~Sa168VJDaJY4!I5
zVArFf4aUz#V%)cdA3B|gidaKfF5wi^V9vgGt9_L1@j1N%5rvJ?M9w?a(A{?SqVNi!
zC!xK~uBN94dTVYxraW)1^eVK#tpig&ks#Um`LYhi4?gAOG=<Yh@1AcIN`0P%ZW+eH
zT5PU(v}d32gio6=fO|ZCBk17<#=p?B*=lp_!R3g~6&^YX59HIxdT9e)4v+annb$Ht
zK7Lw$K2!OVpWhBkQIc=UmB4Yc9**vo9K4(M0PZI7n7=#R#qQ>s(O%)|6=PHs6Po%<
z$8Odcw{_O@2`M<C!W<$Z;Z4a!|7rUCT7r$%3WbzwLSttP2rJE17DMAa{<J5av{%Em
zyzaMs<4;e-dHuvfRsz5g2a4#_^71=32f{ZI+g5H<?kCe@#RiC=wi*~5^p+xXre0^W
zsM+EgGvoSF5;CgeNeW$3&+?zY0T#InP#aumsDm_uqX8QHXseNb#nni|<FcKm%uy}`
zS@d&L60=tDqn`Xl(#Od%vh9{~L?P5TlEcx_R~_Y{J8AZpJptuXCs=cx(q8QqRFg>o
zHg|A*c^?jOTpm|6NQjBSLGkW%eiCxw^MNoc0E)K@41a$Ohj_>fZ&^8iEARPdlP<1V
z04Nu~2y~^IPrkWa1-%hM{jM(PE*SFb=ElbK#ybyx9pYWg{;n8{<+HQ5YP!irJRG7)
zE3U4&NVWw9maDd-^lJCN&{@4@RQ#|uxWC)gcrvgB*6>r2K1JOPPLYe`G(L2!Wq<~h
zCV&CGIPwCo-=N^@gALAOvveEOijHbXN6jcK-@C!}a&I&jS8N4l@GuZy^Xu|(poRTJ
z_oMTzi;D}8(BoKn{P~&UGUr359mNw#4vT6wD-BLag=Sk!;{3Ri`AF<-zP4m6FZMQR
zVD72b^eN80A;vmG7mqaMLDaiNNJ`oU(vBbyJ>Y=R2XKS7UF~ZdZMe2~TO^+KqJDf{
z4qiGZE2$Z3X$(+_^^KmF>;O`U%p{`j0I>(IQIKvC%Ab6kO!T}yJKx`)u7Mh4p9wfZ
zb4h>*betb;xE~+%_<yex&WNIZ4DgMCXxqpC76m}$!w?t9GiC)#9N5tB7)UH5LmG{e
z(SJPXUhuq(pNMtRhQ5Tf8XYdn0q&qLc+KfoJO~IAz9xv)v_S$&^~}84dUt-0qfa{X
zBdR)YMoilF7CWp*R8;3dH3>f_hq|)7Jnu(r(Rk8u;|>V+tTg1uwo6~IAdQ!22bA4S
zENgAS`10c&i{OTdgLc|-vvF??iz<Zf=o-2`QZlmkFwaYaFC_`~fg>_hLHd2@dvX7+
z`XrqFW}tzi)Hjgt;=MaJX^zBjfO8RjR~{3#@pXrR9465f5k=}Lw91y0lG^)F=!USh
zwIy0HUTTD4QN2d%28fWBv(@A<z>gTm`878`bi0_GZ9l0$sf$@XWiKf%egGV+AR=R}
zM&Q5%U?czqb5C*)!CC-Ui>LlDgJr(<psxi)OK1ZbU~%S`IwMXy<vqN?;+4eH(9rnK
z?SAuu<<~isF&bb1Z~3|Q!@ClP&zsHQFE42@WIeYZKZ=z#SZz*OX}K@SbGi1Ov~djc
zood3nMI6OrD83+YbvOi)4B+HcIp>YC+d_Vg3Ehp9kFkLlV~FR?iD$>Re2qOo_%HZi
z2#M(Ekb@2KmU|`u7{Vjs;o+?nJRAhV{EhBspEx&<li=sSeEAZ&%3L`IyE#)wd@^N=
z0m=zp9ujn*CYkFHzJ5?pf4-h=aA4Pvl@s|MtCEjDWx@;-1(`zi*+b+3kGM<__F=5(
zY!O5ssbs&3{&#l|Z}!#XEBfbV2k_@g90*$F%rX_dzL~TynMKgBC5PD}gRqVt4dd!o
z-pzzh`4RImK+M<e2qlGhfy=w_c~tv=Q1T$Jw68geNdt<Bj%vH2`J<D1kDIlFz;D$_
z6P?bu6iG--JQUsg(spc%=?)5{(E{TVCH@1W>H=8WvNBdnAPE{f-jceBVj`INjG|C0
zWc(OA=v%&6rym+UkI`}@1~GFq3V2gE$o=PKw`n67KBQ!+{JSms%#ACHiE`N~gilJ5
zCn?4^&0ncE%));!Cy|Cq@6gmMV4($|&!@m`3e+R@2Z=lIi3U5N{M(IykhleK(Oydr
zb~@nM21fN}u>e<)qRFtZFgVEmL7E%R+t)X&nb%<R7TGL!rFZDTAB*{aEp}#a4?~Qd
zQdeZHwWafO-1aqWa#NmmB;O|{dP+?Fb6GCe!YYYA>}KS^Yku(_`*|kA;Jk$3{dp<v
zyQx#qPxO6j3t{g1gCwhT)ct{ImWIpy^o|#}pcCWV=A)k2)!Wce*Z?!0L8mwII1f}q
zYA={4Eb0;Bm`ZeX-jWNyUNPlPJx|eTu6D5xPy2;t#c`DCLY<Aju%?wz7)Umu#xUKv
zo%-&bo}@&jE}m=JWX>v&0@h`XAyt>Gel^_3U4a(kC@`dLI<u@yStp6p^x2>RTTpGS
zz*TM8=Qm`IH4P0q@|ZRrjl)Ice7Gt$U&Tttzd9T+fxktjfBBWIWtPO{tMMC|KkVYG
z**8<`eHH_#E+&lYX$y{*u^7!H<`~W9v#=94zqTF<0<j;5hO>)&5|8!6WDf3kKsG2h
z?jJ5S#9?PP144+x?CeXijumo|A#C>7>_0E5BK0?x=gIGEp8GvN+$oPrOpY07zoqpd
z;CzE^m43JRZGeXqRo6=y%%|-dAPa(=?52>r?TUWgn(??WcX#IWFOcDztiNhnB?<Wo
zO3|V%;ddW@eTRT%4aF+hQshPQjC}Vp(w$@vatN#Iyd4-v1Q4*I=YbAVVu$<=q_^a@
zLN89mBL!_feNy-PQBfPThxnQ~0&`NjdwFFSKzkAdut$8zE?9C43ASoQm(xGB0DZ9~
zZ*y~@zUKfC&XVsyz}I{?NMNgYQ`%3Pmk^sQ%t&eY^UGqrxqBPdB*^5e&;*&Ix<;5q
zTTmAsNUn$O?Xynt-*Jph9%~30k0Qui;oaq7-Knh%lNTR{vRnI~bgu3#9e7iSmyy2H
zLTZL?OXz_Lt=yn&6R0mpL0+_6+6#vv-~~_*2n5Pf#K>gY`4SDQ$z!zlta$YYhQlk`
zIUa*a4Y}AZ-Y>>KS>&dQsEmA^MD~Vsnm&5owv5c1o<$#oN%Poq(}oYuA}cgh|FoA|
zter4to_nV8@Y>_5cxWSLW-D7<L3L-|Q44EWWk2^5`y(wu>IR3W&1FjI#fW?sYzCto
zOiK!NUakZN{Ts5>_D6RtChf{1PK2&6vi6A%gmzx9zt3|(w#$1l%sKU-j%LFnh|}Tj
zw7g`#DQyQ?LE>e1*HSeR=do^KOO=%{!t-Q?V%Lt1lvmHkwv?vjQf5|_oQ0h`NWb%R
z8q@9AUvEWzx#(=jv(t%)-L1xdyg7bey{Z@Kfb6*A8=Sa>EA;bqf(HV&a6@jK*`M>j
zaY;s8s7b!H3Fp$^;Iw5j{wAfEa_JSq>E=+AZ{#?K12c(<$FMDyiIjuL=OeLu^aG=B
zOz3V_ZO-gjrs~CG1Hesr|HXMsfaR-XF~E`&cpmWL8p_Lu)w@B(?EpI#nzWoKd-a5{
z;k1nfDrX$qa?o_!Ypc9Ep0xfWKL-pN3<Ov^wK_IjOs5auP4K%lTW~XDc`sk523F38
zh6znf@vF_*GA5I=*ZsvvYM2suQ7+1c?AzY=#oif)Fd`@9!perf4m79e_M(O>ftU7x
z36hqco{WESh=$&jle4{=5om6R^zMamiEsG6jZFL)SxHC)Q$9|=YkA_B<$|@jyC8CK
z5F`T0!5@xJJ`q_xA55HF>jwEE(5s<Vn`>*6nV6a$VTgc?fPjbyx!N7*4MDfrVF##k
zDTQlChKF^*7lllb=K)pN9kyeM;5%#NGr)9sU}A#EPD4Ga*m!^n8WOxNuD7?g(5l_7
ztskuP#HI;bfIvM>cG+TKXh_r5O-FZzj_(SxAY^1@2*kj^0C33r&NDaG99xme$zkW`
zE?3rNTf<XRBpm1zXIsiTI)yq0py)=j%ql5iyW$I|NW9D_NgQ++X40-z^GpbFc(Qc0
z#1b)?Q&50T8-Y}E-@w>7V2gv2aBGQFhk07wcBN-P$A>*7u~tP@b)#@6E|ai2@v`6a
z-VWW4Etzq{i;9S83;#BKn0K}Pu1U*%eRB2NvU95eb0NcWfQpKFVBmMn*W(Zu`Q2fE
zMmTz#4%Ai=Us+xFoxA({Pn_RcnwxW)@t=W#2p4Ppbl0d7!Iy{wDF9Ub_WGG}j%`X#
z;901uk1y6|)C_$M<qM=Z?|LPFg<`w6^~{?5U{*c~2psPWdAClK_;gMlPBV(fLb3B*
zC`>y|Nj(BBSE1lBOtLFDr+y&mc_@(-0-#HAw`TSVeN@vH4Ga{uy4b3aAAdRD{Kn~Q
zIa*O!Ir3d4gT3!-QHYYK-tx^ci_9g$0{q;~9@Q{)o*0fN+0!C4x>HXQ90^L@{eg&D
zvwQd9U*N#2`=JntOB~6XJi#stbjJ-w5X_*#q%C(GGso0?(r823X(bcy*R*eQo7Qn(
zd1KQqnb6(!v3$bA@HuP=9&@hSC8!7xGp<>9;{<q7R?R}KxO?N~ts7o!v7Ij#j-($i
zUomdTEMA@W>8Kz^Zy(DZ@0}4nj+Mcc&~AxTPNmPha;G4xa`7Dd@ZDwQje+g>oE<Ig
z{P%g~1A_^9t5C_$b<~e}T}d$w`9-B)jB=zBm`#*17<;q6Q;0URwPp9%3)Yzfke?(F
z0f5>Au&-f-o>v={YnkzfI$i{#;9;QJg+O++?D2B*zIja|c|-K5wlYLfCgYWHX@|7q
zGDXF9w-9a%kv~nF)*gX%JX4jDdT@M=NVyo|r^fbR^Ysu?@3Qxb4UC>2`$u@JsXz&N
zd0EH7fy8Xz$9@!@UY+T}J9SL7*pcDm0>v{+LvTYiGFQc&@SSGg!cv}4QFOYL3>gWl
z`x$eIm8c!MYl+OM(bhY0b}2}TyhMM$_#R1&kdV@$T<K+Np97o6X4jY738bV}=on)6
z>AeJOX<H%5@ndppVTmU{p3xODHZB*7#Xrfwu5ZL|D7h(Vnq^SeVbvzB>U&?9=*IQz
zCUsc*jnR#vPIK3kf(QGP<?m3!dH-ZbG*>fMxNphf$?_E_&;0;_3=uIkWz7BbNi0et
z5-Em)`U%bsyk2=-4*lJ`r-uo)ujyAZQJzFS@a(TClC4z+IkYIQ#7X>(c!|P|Eg#*e
zb9kT}{+x}A`Jy-1p4#lUdFL5d&*&Y#ES;+B4Z)3s`aO8foyRtE0vPqES$;Y;imb7R
z)LFEFUiZb=G~B{Jo+po|)A44}a>3=X$I^~oP;<+k8@Nxmmd8;yb8UN3NEgW^qYs!J
z2a3wK2Bn<WOUkRLfD9fkrnVuRQl*3P35Rw~C;oR5)3{q8QTRSvg3waqaORQujv6;#
z!#^BUBvyT0A=eTfT$(z6@k0LtF5MYo+4{hnQ)86+MU0~QyS=`1N8M-pyQhw`k3n8W
zrCF)h-k!Zm;Y$y9<A(i(G1S;LO$RO~vKN5A+Y3N05or}Z5|nDc0kTV@DMP$`4aB9@
zG<*G!U2s^+qW9~uRYeF8$|*&5`ldRD4=sBSS#)&b&_SZTC)UT`K^&hBu7%uBS+fzf
z<)g(()t;=1h`fIMOv<ZuRXp6jt6XkYJCV|3-tcx(rI>kmiSEM<<fC+I1UZs(Y6e*s
z?BNQjtWHZE!Z><;T_^Z=hLL?SFys2@$*7#M&2&O_qq2wFW`fSx@2Kx<R^zVJ*5W40
zrk>IVrS`|pJ7c7_?hAJ;N`-zjICvRCE{tV{h`KWsIG@O`r_M^Qax(4j)=-tiF7e03
z%i+sZ?0cYi-|6Z%srIhtH18$jw?6e??zq{2n!L}p-<nMv!n_nKYDwObJ9KD)w{;(&
zLxj=YjthwJ@!EqTm!OIfkHn=R=Axz+RV&dGgH3(FB^plg2wS&U#=UP1o&+5tk~B))
zFPWZ`E8qWUhuUapZ_%s!P1VRq#ACT=OSWO7L{*Hh?*zGyT1^6y5@t3o^@nJ&lY<OM
ztQatrM^0Nt?*;Ma2nZz=Q3;aoAYwn$*G&=?B!Usa^rq&KrNoJ=50qB=o|JH1$8%(G
zM#lq3%_~?Z0(X3xz~{z<MdN4Q@A~~T%hUU1sYKb;=^l=8y~EvH@^hNJPpWjhd{DTj
zi)I5qU;dG|)z!k$`F_d4C!BB!fx9;&V-99BC>-?&!-a48Z&7u*0oPH*r??5F*ii@v
zJ~!vWuu%vo3Pm;&W5vCl1n`Q!x?FHCOLuVO=vdicAw>kNook?lyyugD?)~oi$6X>~
zBezKEzwvVJttHPL=Ap1E=Py|4eyqS((4=Rk_nn(A<<MNP?J6qY7SB(4HSvOF*scSc
z<%Zg*5<ZJToNdT6v6H2fkbZBi&OAFQVPAabX<<^L5RxJ-AH#H9+*j*<jFj=T3!1W*
zr72r08VVOZLxhtN@1SXRh!Ma}dXk06>2B%YSV(($!B&ZQ3V;+lvhSX_&V@0_`y5uJ
z2Zv<v5JS{47c{FY#>Tv5>sAr*aWABYR8N3#NWp&A9b7kq);fsWF$=xOi2KPtis_Ro
zJ2agQJH7$o_t|+eB2+3v9FCSPBDQueG#rTr4jkNEFhMAsr7uMXF{xA5I32TY6h2>X
zBq+JM<)R}>`rm?y_I4|EX5-4byF`*m_`q$eb+?f)`8z77n>m|{gG+b<tx`;D*6dUY
zj4L>qRykn=4KZbXPQQ8r_-oj)V*G3I8DdPum4t@_R2P=&3vzT}^(!1RCug`af}4&k
z(U!!WnLzVsOP?R$IKFlTeE;l;kp7K)dVrQ#g|7R!dB9p)p)Ib{yyRTFU_d^Es_PE)
zCJ!!gb9@9vUMjedsZX$x5fHLHzDI8&h~OfMVjj-3i@i^f)1^vz`mU8MX-1IqQ<^}i
z(dqNvdDO2F?7Iq|g*JSSmQde+Mdiygf0tr%m+;%2CzlbEbSl_>g|fkc^QH(94AnD<
zNqUA?*l}_6q6CDusF4Km*eTR|>L=r1F;qSkvd6a23LT|qITp%2?#dS*O%cPSUEvBG
z`Kx;JYPNkwOaDW&+-0BEHxLuyL-r?3=4Bugc$fG4x7A#UnlzYFCVzd#j~lF3CfuM}
zIfbQ64QU4o5}FV8M<&BU2ONA{mZ8R#irwA_+0{GRw1|O^@a;|~P}5|4tO@P1pC?yw
zi}eif8gBPuc7A0*>ctG~X8=q2iQCJ*-OtZq7iC5S5|w<Vt<F*ZAI9D~s>-hG9zK+G
zqjaZ&lr+*UU6RrgigZY)lr#uPbLf!n?vO44Y3c5+Z*$-G6Yu-}{`eS-A?G;YT-V<F
z+I!8p=9&wa*os-<!QV7*`QsgKieW&>*(vMU!4YBCVb!0HN5eX3kh@{Q{=da5v;+Sy
zuFLpuuIoDm%}-k}5rn`B-2YWC{`Y7a5xjYQdEkaeD~E}9pvMa&dgyE%K&`QV^^2}n
zm-(X9UnB^M)c0|-+JNn*Cv|beyN;zfXt~La?Q-{RX!BW|wIY#Lfa9KatggpX6pdnk
z3M4_tGr{nSa_k)xn(7o-Qtt0%9}}NB4M}Omow2x4=NH!4%;sdK_`cH@{!qepa6*<x
z*7qS-xaW=JyAINE9j?ZG7?Ix=Mo2nxog{mACjRxV0VPj4<<l5d9eI|B$S>Xqx}pp5
zAJOM0HtRX^r1K@K;wHP|j3J1q(`{@z@SSGmIJ2lIvdA-pC=!C5QDsA%%8C7I%LRjS
zD3H=*<*<q_CUxMnXi6N$obP+27<$Xm6Tn>|As`Ui{sp#55EhPH&A}DlsI}|^q@=jE
zA#hL&M@kPO=cb{S6r3xU;lJRP)*WxVBAsXWA?q9dFAdJ^T|-VN<Zh)?%eu8`zFp>>
zPAJ_Ejf6i^M4N`;jusU=!VMcIkKgttP*oMa$Co6bW@U6SzqWT4{b@<WkB`AgZpzku
zg%q(1=?++mJ@&Ku<E3Z+Z@eW6#j`lv!QQyb8JnIC8Xawo!37l@8R@M8-;buJ2|%kU
zQ8F`7)N^g;<s}4C2!2*c|3VFJZu}q+_O;S~`!)dNhtg`rJQx6l+y?qtLuwb7biRJ|
zvGzi(Jts;p!7QEixphyk#Pb7Brf#M51BC7M>(E~iu`riymVWkUEP6#H2ix1C*4EY|
znjv4mvY8E$+}VN<bC+_Rx1gv9h-2#Rr(baxvG!TgLj=h^qh}O=*OTQtd>3>~!lIPM
zmEw|;sg;AhJqa%_uaUj+d4>B3fMz+lxe>$Qq^<a2nx{0`_j4`AbGCYroV`pyUuyP!
z`i`dkr%z!(08N}&e|I0lD6=p06~Wt@|LpWsd{W`%%a_Vk;~)z{{efOyd8u^P_O=(h
z^%dH#c)9Y!RJQOKhp;;9$91{Tu+a2|3S67#-hX`48TQ}DqbliQaiYI^(|@|UYV!cu
zrS7;sUsw~hZKDb5<xV;yOR8Qr%v0#;Jc(IzCHtEAWb~t_^5mAk!Kn)$H9<3%p<n(B
z6zyggIMz&9F0Cgy@^B$vGoAuTF#~e|hX-FA)4PI$xc!^H8`-aNZu3c;ALH(?_wDN1
zyHkgz1RkbUu3W4Q49YR>((j_@6*4n3OXV8L=vVHZ&!ka@9@izOQI}Vwz>6HZkec$#
zzj5GqIY^Veh<Pwak+i0_c5!hbJn``NYQnVztwZ@SBxDEFutRdv`+t4es{THLb9(gd
zA7~XSfWwJEurF+Ey_uE95aK$<H2)W(YWHxKiVX$<Ep&pB!RA3({Ptlb)<TXh=H9R*
zGn0C7REgrAyf>!phK~o-aj8T|;5`S?hc?qbd7(e+qT9kin@H=9Q0;w-`co6a_j(sG
zg_&^GSPyN3jLec@Q(iX2#KdCvh|U3vUN)GZ(`ep@rPUm0y6G>b)joEPc+~SKZ1-Pt
zua6ovj+K=u<Y<`8G~RAEaY{WwWStXYjY@a8qUC+s3kg9%IW@`qWKK|AR`y&*ez+W7
z7#6(o(S5FI*G3fSgmKk8)Z>=TyD!5K4oAXWTLreR5?;lEF!|~V>zFA9S)#;*Do5VW
zw2F?YSr`EM7%oK1a+&C?mgW<U$u<{y^75n0zIzgpSUF$?D~OB^6=!_$;^*{*iwKt8
zHK(T>sjRt6=8!U8IMDgK<`P{$up5R&Kp4>K`gUh3&cvC84zS<ji=a*-#s@{`08KI{
zCnsdC#jXHg?%EXP06iFXP*D{j2P&$N$|_RWssF(+e<75ui22d!ptzEI$KKj8g=h--
zG>p1RJQa)Qom=CS-{M4HJoi!4{!_K<sh289T0T`b5a1L-<Fugo-^j)?cOWQbFP5;3
zxGaSTk;t~IU&H^kB!}MZ&#wtqNx}aOad_4_ZhP)*6iQI*f=6ect6!)B+_$|ww^2}4
z#kuKRC;r`E04W%))r4K*^dtKL^Ia5Bn-=J!y0x@PQYGrQBKu-Zo`2V!k_%7STmATX
zAb6;aEtC%rFOgPFp<hf{&!oqIA0eI*+@|j<m0io+C6%WQn(y|=!ns0tKZ(KnTs18C
zuiFT3?f4az4DT#@GI%uEoSogg#{aOXngSKx+WUe7<<7%w@rSBugIOH7v(_TaidJzx
z=qhKIrUhu*GYXxcCWXo{>qdr<&}VE0dD7HRQwdU6j-!&0nl2ek+MD78Yj@(vf&)H0
z6c4~Z9_q&}c}V(kbWHJw18Ag?2~E|WnG7%_z*Ka>ir}T^A6?8~FZ-&89-dgV!kVP#
zy;zxjPIT0nnlIoJENbW*8HA>&jOXC!2m=AK`lxftM3v`%2@x)P=tHO$K5lotI^bM6
z>&VUc>|q`+4x|4eA^79akFJ9H^5^z4H0<GODY-!Rzc~d1sC6e*3L)|w&cbE)n+RKc
z^-3#JxmRZO<Z_`CSRpwUBbHn(;zmR`AyB0JEOAAKpYO9H-@Ngo!^^f9rw~7qkYy*_
zA{*sEulBeZZF!Fx;JkM%&-az8Xy;ePX+hy5jPq{}l%gWt2>w6i1T#lkgKvvcDxO($
zv|u}HecUMeGP!$SrZRtQ$Kg3mY8r94zP9J5g(fH<qWP5t;W$Lh%IKdw1JK*278G2=
zcLD2Q-ZMj*zi$3>kMnQCZXs*_AVB%S&%IUVY&@2s*SpHXMK#ktTKd*sW_e!eJ=={d
z^<r4HApGO$jyD4Vz@fPXFS?m)Au6yq{s7mAS2cm~5e3zdnJJVfBQN}S`l%ufj@!-S
zKbU80o(xT3fm}$XDydCwx-rDX3a1kMQd4Az`&J(lN{hSmS}cu@EyFz4t<!T83xrzT
z0D|~%E2)Pz-t$T7d65Dvp$wwyUTbq{E%z-R#s90e3bMX~o*~O%73(+Z>FYUpI*Q`>
zo2|AG>BBfa=ugXsdZJ?~yMrB)iVF5H7lVJ_V;^D}-Wz~%b$W_a?7k}S+HMcuX2Cav
zMoLONc8!QAeR4wB{8LyR5{UR1H0!8*MC56aU}-*5(tI?+2^m@-L#wKW5%Xi6+1>Yt
zc3=x)N%)M7!)52vm$x?IhP;2jzYt{chJmi5x8dM1Ku({r#Qr4Yc?+LdG9R=Z=!v|u
zJt+g+y@G<+X8>`YAmkyafChhstpaZf+zEESo9#rHu_T9&X?@xJNFG)<K&46!aur>T
zLXf4ZS)XX_bk9%jYgo$NMqpJ3*)0Sw*xsJ*S%ua?li*s{l@9mJ1Y7MF^}dy+`iqP6
z%3!50xZ|$6c_Iyx-LcAuiog`?H*l|YNCx0CXMiY+&1RPXVz3W=r0D9&LYkUJ>G2}S
zF<YAGGd2m2ft7Z&8HR*M%8mYyS^_0?3VCFSn+!2!T0{YkB=k?*i@v|jQWY!|MIS*T
z6VRvRe)J3pE3xXV#cAusf;s)|W}9_@1hf{D{kk<4&#Uil5N&uT6Mj}&Wb^!B7Rh#?
z$+?4pFcX)a5iMP7cx&|=vjhgQ1Jwf1QI7+ekDr@srUHiRGzm)c&79Qdz3LORi!Kfz
z@5nC{n;iBE5BIvx&5IUzyesnS_it%jaOTC7x6(AHrtsZF*<hgzuw4@7`G6-F7h{ta
zRc3zqMN>C9k}M=KC&Tz;Juk-Z`ksrJkLv+)Qr*&fVFT_0<pWUe#jbtJ@Te5Xx$F66
zJ6CptVcFoGbpJiGu{-3J>Q%r^x6un#TNwTxub{#oNfd>)17e#b2zs^HwYHe8!(!sR
zfdCXz{j|7IIL~}PLa0I5qkw5_txEoOGM<*<1r>Bo?XXKd&trXS#J<m^j7ihG;AVd?
zWYvJ_&l`sG^LjUGS6Xaic?OgM6g0GUHdZ95ECD=OS&H~eI?Q=wiGxlk{|o_BhWTub
z5Ojwo7NqJ8XT2a_Hi|+EAB#tS>H%FqXEMnt51S3_W3Gtt#k|-buk$V8fj*IlD9TqD
z%*~|zI{P7oBo2=$qbKVr`1-u!v9^y72sHV8_O5K$d2Nr|EeU`OsyE)Z0Z#^In@Owh
z5Jw(&t3`KQrN;HZZ}0y_JC)iYxOqxY5+X~ODPl_U^Lb}b28ne<T`2AD`;3uxk%YkD
zgk-v1NLG6h{2SaLRGm%#>WsB_C`_ezed(kFB4+_B(5Vg<h3}9DOg?WA7(uw&^Wdi5
zG(qYm`+I#?3++uqERX6b2zrz?d9@{yxAW0xCr-~fNKLct-<S8@nwB)b`!&HSzPsR9
zv%3udZFh)(?;ebS`+$H#%i5q|+I0K3v|V6b^0Y@G!XJY{w8VYPC#}f|uj`5~ffkz%
zn^gvusT`?-$@Px0jVZYIl`M!I4cLNNWvMvg;S?nNnCdsOj_GBh-H>X6UF&s=BaeE^
zi>5Tx)fpD_i`|eNm?V_b3)(h-q!p(8^%Zven%$Sz7f}6@2;rX7^><TBWo{skmDSBG
zqas&EU!L+hR2v+@0=oQH@!$F!IX{5wKGYl1x8*_^)<S-70uOk4p1=T#XU{}a+2Ej)
z1?1z@xCgnyJ7IVY6i7-hO_9ERiv&L5_Zz^noFr|NQ?tbY#-K)QYbS7Q3N^cB@os9C
zyKD}z%8R0!QZZA8LDJ$fj5|FvRJh9j-sxrPO<zM8Y?T{(G24OTLXYC<O^lb8`@F2&
z?k!1F;&jJ6|1zLlzeEU3-?%f+DYhAL81W;lcrAqfQfMn?i4dPtq#nZl3kB8w3k5}{
zm~!0J@l(F9KA&o1qXsA_+)xt6T*|4Ha|}^4#QoPz+LW&6JZcS#G9B2u7$k^p1DcOL
zRe3#K@yb1TCMn<NAvKHt)Sgkgu*?%PAo31;7$I=xg@wdSpv2I$(!iR^c+21^C0IMr
z<Gn{Nhv(_p1yeQvg~Y5bC_F>BIFI($dSynjXyhyLEQ6<qjeX>RdAwmRSg3*qnl&BL
ztc-|q?A^T2jD~)Su=h<B2sn7{*Eb`Ql9CK-5Fdu6LG~s`F)jShA0vpcs;X+Qy^@AT
zpsz3Nquf<<dN2N^P7ce(#YHCY&)cj9W`v-f-V}LFO$|uLFl?R!xiE0HA0y}H;tIGO
zR+5)T&yi1h(t1b!4U}Ge3H2C-N?dyd{FP23YLqHu>IZ_wvisV?Le!?FCXt$m>=Yo-
zJL_3C8qRhq*Zu(n$i5V%DUCFl0BfC8#+X!z{`k=qY}^CM#l76E@Ln@JzEe|DN^e;=
z73FvN8<P|lydavT^F&XJM^sa<duaSzGY)(ve}|JJK0)-!pfoT?@|`N@;RqF#u%*Yl
zxnA1dbJT|m&S4-Bazc|gwePKS{!^Fs1QGFUP56ekAq7Zi48Kcz)2-a~*`p)*MxNh1
zAJ@BRJhB(J0idvACiF2G@0hU1@q85EX)ln8TIj=Rz1&-U$-*+c!MV`8x2k_2KCk%c
zoQpww6J8?=PhKSc2daxl*NE>%D-<fy9;6+h!q!X{?3=SR(c{Ld_uBcVJs4P4P$>aV
z`9JbSU^j@AxX`EYrKok2X`An7(#3qPoWR5|cMj|Sys1j`to<astEq{od|0otOsb*@
zA}nqAZjv=^Zd#$uh}(%jzu*b2J7RC_7=#B89pj-jK<q)(x}fbaNpAT@WJV~;JW*PB
z{d>KV+H}rEkVE(^<%gfE)lmAQO+DrtIkCP<WlcI)l~k*mEdi#cnv>V5T-)BV4)omA
zTN!U+Ei251&#%-Om7(fy-(KJ1@Wn_+XL-rs?v)fEhybz1yw|sHkfoDimR|Pt&mM*o
z3k%`R!-Dqoc$lQVr-cup{GJi(g(bEZaw!7D+GmyqPG_Ah6+R&-6s;sdqlX9bX&)9^
zk`<pEuxtmh%PT8KDT?|rjDqAM`?-f6mVdHW7`f_768*?xo;}`JEoa7izR6qvSn7I9
zn5p>q_?=+gb13ysX5Vh>g`hF$BeKD@Z{gtN%m68oB_~PX7129DDe#*8A@|$Czq9~`
zn@_1bQ$OxGR2pN&zpkWT6&$_X(umI(_|RP|`^97Ki*3BGZ9GcghN3b(I9`%Na)he+
z-^I+<(N&-PUO3^wU#uD|cO!V4wyaI7OrFX)%q0Jsr4Bc|9LvNF*;Gs1XC|v89{#1x
z74F0Ocav3}xsL7-XzNWMs{V!Vs}Jv9@&1LbQhz$xad1J`3cX0}7R9lTj|~#}@#C)f
zG`DvQ^9%hf7G6tFPGSwLr{9#NfR<x;S^%s31ET&yXqnZj;|93JpRYn9dxE>a>bqcf
zWj?)}kHDlU8bDv;&QuHcQV`pyxqz&p<`xb6JE71;{R5@8ArPPd6lv+F{Ymrv>f|Yu
z3Dj*+ZGWc-F;Z(0jQa~sN!@&{Hg{D;`Zt&onEIWcGk_w4m!5ZIHgBTby4G)&!NB6u
z6v`p*r#d<pESAfDRI+_m;%l25Vw-l>R&%0tpmHjnwK076*{*5hsFtxR_>JP2gUM^h
z9<)v-d3lQMlQ#-lEC_Q$IF?=|{<&SN51RfG(cnyqR6~bu-bciZ?&r#RyzH%-YLW{B
z3W4M(BgOap!IP8TG%$wEHX%V2=>}aWJlfhzD69^#TwG6jMl)?l1W?jsU}%unw?8E8
zfRQZms~bA8CZ#E~9`@G#lq-Gci4ywPpEBb|Fv|i7xHiJ)PMOu?yMJaP;h$4>g#Ppm
zB}8~-P`xUGg<y_+$t>!R`j+i7GC2yLrbA5y&ffwKjC|Ig;FQdtN?eaIDjM+G&Zw&+
zged9gB$bKTcTxfHvC4<H_T6SQn(*`9$X0FtwTjq#-M%*Ip%@Ce)9@Gx&6mNv5oMJT
zITkkgzhgTytbIqh%go80p_zq<7!qHqKJz8N@TH-EI}qAWOxz@KelFemkW00$G}oix
z3>|xAZIUhy&82@|3ZFx3V)RN0`bx=YyeWm|Nm?#r62TQGlg{d2wHkp19ft|HDSpNT
zjtmSOvU$mI@ulQr(r+1oBCO+ZD8)8j9f<xit~Va=A>iz6w=G9r2@A8~;4*B?M-I=S
z17n**NBtBbeBG2MF^TQ?myV!f-z(ErU42B^cLD=vj*%Nf67hX#v2s0gb@r-bzk-{a
z|F^!bT)W~AU(Q_D|4{jNnsMrsISpwyj^0Ynz5f9q-`k2CDRIaC{?SWA=ehU4VpDwq
z&O_Aie5Q}G`czTt)89CcKM?@kaSo66WnJQ@ynlf_-KKInO5}EcX2U){IHcrihBG3i
zUcpM>X;blsk8gFB8Si`Ie|<J6Kh1KW8$whXxSHUF+4o%F`5oEKS>!3<@5zsO(*^>J
z@175+@jXRXkZ8-JhG{bWL-AE~Lg4w!``ItMyjwRs!!+%$M`Om^nwV&v^;j}n0^a-m
zT?YTa2eg(KiLOTjZiAoi4lUC3uA>>2WYJ&Q4%Ss^s%xyjI<R4S!(}Ng?OSTn@x()`
z{2A3l=&MMtZbHFXa|}e1moEvdEqycdu~)+639LW(XKv9{mgU>y*45W9ZEySTH8nM_
z;XQ*o-n(nAPc_5@I-VHhmjqgzTOuK+(z9Yu#phU*?#)Kr1JPjP$9U^#wP+;(*+YtN
z`F6XyyeUj}9p&m6iS+`*nE!2{pzi*E6JABPx@<Na`$pbRx#4yH8SY1_ey!4e{hPrM
z2d?%L<1}-((E+Mt9gW1+JO-6xao;?OOFX6L%Q9+Dh{8E_?br(RVhw-FzK4!wf3V@j
zn;uKfixsE*lNu`$_!<33^BD)|m*yvfv-E;U)G(Fz&<Tp=T<*s(PWpko{a+~EUGM*i
z(i0*yY=+)wJ{#x(@R=>%P^%Pzz^LIrufUpQ_+5xR?&`$j*T(`BGq*r~i|GlDnVr%y
z?4PZz6Lyk705B>=aI;Chc=il+0QZDM0YhCI^Q5s3OKiYCLGEu|q5a`WAp^le9c~A|
zvuIJikL!tiD^wyMJvu0e0pYD$aqI2YiLDXE`7p^z?r_h{tKnbd!+JcV*%c_GQ-VbH
z-@jzzFv-S??z}_G;2&aI?q7tvU&jVQ`pcgn+45Jp?ivSBJf^V38J-a5vaN>*)~Oi8
z9kzZmV`qz8360KEqYLmvPfkaRG(h7Z&sIH3>S5O`>0d&Y&5f=X&xU>|EkxNJQloj1
zJ0!nOiGq}5lgzHR6Wh5yK^DCLRw=fnS#&~P*6F2cAnApmGsPcrbaz)*cn!g0GP1gJ
zR32*)3Ar9Tc$mjjFc2_`R?I*bThbxmCGnI1br99SWQAdID*BH8?U!Nu;$}e}qWLED
zJ^FCtr5L|fvrkyAIYYQvVG+i+(`=#S{OdRV4DD*F=>3g+9=$5E9;5?jXOSTxM&bO)
zQO=7Jvx7C_?s{K-y$y0+M4zqPN^rW@_h0k@L+OX)>z!77^_;7z8rez1vctvGc$C{+
z&>p<)m=tF;3rF70NjCfNz94Q*3`?Sx`R2jUb=|I&(5)O>K+1=n1?JbolRSN5H-P7q
z|HgCNEd##%LnW<E2d9#g#09NP%TXU&urv-3q2kfvFjuC?;9K~bPDw*up1htjIyJ&)
zqb#(s=lvmkUSd7p$JPYZu7p?MKoZAd9rd%b3({CL)bktWB(&<CZoQF(={JJ1*CcO}
z_9!myhhGPBaRvHX3!T8E-kcXCEXtk`6Di$|uw=e5h1p*<I1_6T_Y@P8>k0GM)kXmn
zDFWl$)@=u<HPuy3dd`y%ACm;t^6#x>QJ3tlo<R$2xN2Hw=3sA^F`L&k)WDXCDLXHI
zT-r>w?&26}rq=2BFoQ`Na_tW5&B_%XK5ON7#XU@O)(A>9vpdGhvoDA6oBh)EZ!F|)
zKrxBmrEb?oX{BX;bFq;EcJn3o+2u+_TDO|%xLYPeF$c`oAqV>NYCT;2=n>v+=9O!W
z>6l0cDOM3_adG&iq5^lzIzx%xjM2uIiCX@M#jj)fM4%9HW#Lo?%3+gG@%Nio47ul7
zBp1Jj1oy?IG%%Ax0^0vr*t`g;rO$STzEbBvzqW<ZnBI#4Qrma(RIH}NK3X_RNBJPV
z`}|lhVR^kRR-EodjNCZK>)KrI9KB0#ei`6dBiR12CI#PKM@yqba_^O5AQ{H^*Y|C(
zK+$XcJ6h971cs@fD6(bX;xciZmu=XPnnYecMl3G%H6g3k#`b<dVFPh>Q}YQ)h=c^|
z)S#cm{%a%&iID=cj;J(Dm;JfY6B1Au5k8n?yd8xMNt_Q49~5eB++#UjpaxD5PzxeY
z=Ur#E18e6Q+n#;?(!JwP*KS!k7Ce{dW^D2Ke4He1_DK4gnRRY=?;cPNTf8tG$b;+T
zc%*#rt>CTZR_@OzvEOq7yN944I*x%C-9xkYux?4$hXV_$(=MAFcqP1#QBpk7i^p?-
zr=~bo-yNGUSrN+4Qq7*MKp#$Of5D_zX^t(Ivx%FUn1hgz$^IF$PjjRAbYZc9JEx;U
zK{+Ga>Qv+IvSXCy1@X#dmpzv0jN9k8i-tNKgF1v3EI&(|*lDq$2`LAJfQ#wjj9`I~
z@C$@C$$Mz3>p!z6yh2A$sPW*pyunQO>VJmTaz&Re7mkt+^x({mSlJr-VZPrO(XPmt
z6XZ%KraDyg4=VIj)oc0qJzR;yxjEZMr{S|(yx#C`AF_4}UK1FTd!X4Gz3caQc+zGW
z;Iglqu(R#%Mmm&&$~JsQWdZ1#VqQ`h1JHwQ`kY*NnU`_pMPN`+uQY}OS<pueQOJMs
zH7Dece2uO>sB17!^9{%K%X_E2ynlAF<^`A9{JNNZ)RBOvia5bp5Ac9d%WRLUbX5Wi
zzNmnuqu`nyErQq9)f|m_1*Pa2@~f{WO0n_H3rga#-{D0PHYMmOU0wxz0TvL+A<wGm
z*FMJzFyFbU1Q1g>&3*eVo^7T#w0tx{`U<OJHBH!Im@vOC8KCT(1Hyo=Rl;)4!;v2%
zZbktz-r9}pKja*s$2B)PxGF=|=UhGCDB$NVw84ETe;#@RR8=-9g6KU<6p0P>-eW3i
zsg7^uWbPes#j$g=Dhz-skjFX<?4<XeKoBA6+&(hDQ;I!we*Sz7ocP^Bcc9m%XNX}M
z91^R#Mu&<<;L-ZJf9Kr8ZUsnsV=KR%akczt^pm$<T@j1Sz2PP0dos`5juZ-b?~62P
z>F+#$lSq%+3^-80WWxvdaI76o69m1fX(=cWRTdqNSij2-gfb{iE_Ea#`yM__H=JB@
z{p9yrN*fI|k*Rj?KHB362NuuX9Gx;G(pqCm3<#dFDqI$ZN%wK@>gU@{XFnOr&N$U%
zSI&-=H^I&8j|Wg^lb~nEav)|Smx*Dh*!7gH+=MF5#4%ZLv<Tt#l~eacb5=_pZ``>a
zwMUz#UJ0HIWDIBwp9n{HGsA(3gEv9+PJAgC(8W^mHX{tY1}KA#e6s3$Sea<|mi6-z
zKp6B64V~ZZWlz=@%qT3>-^7<pI-xvOw6ZELxm7yqgr@kC>O&0JwmpzVtoadUB`eDU
zLyV1fKUAxx8(Z=X(Lbyhlp6<3H7!+YPkj#eD0hl}PY7Hk0b9kF!o0upf`L8SL0Bak
z<M8Zd;>`3@37`HS2Gd+2%JIZbfw=M4PnIH|5`>!ehIoT_m=SDxL+HykW7+=Lgv)aA
z=~^x7#;3LjAS+qpjP1wLGqH5oUfCbq?0=V2(<9q=V$g(^yP2{lxGEpgGTyoIT+<WW
zZN!~23)yb|qG`ei(P>Lla4x`^O3LLM`B>FvMDn0Gkxv$5^acel6WcW&bp`>U`Rs0R
z)lpG7HuB;sKUGmh@=4amk}vn$g*_hoWQ0CV&17)73L;jP{?nr{8(m*Phz^6hlh0to
z#oaMeq)?6zDQa*wt}MZ<kBwy%1j*UP=_>&vQ=|C5%Dm1z^usuus>fH$5O17^EP2uz
z9WOj1PRAZOFJM^s0K#O4M9W;I3yrFwT*?isbIv_fLY>-kuDz~w4=gC?zP&PE5bJVO
z62DYhXMiQ?{i>u;CC6_4!Up|JG;Uz!9<b#lZZSV(@gl&foJc84KVbXEOEtf+u;b8X
zi4p;L#2RuX!9biENYBpBC~GP}Cyd2KV6g+*-yzi(^_jH8wor!t{{0)+G7&gjf!_A3
zYinU&`6uFip-`%<Y?pO2`#N17=Y8GY>AOIy3hf`}7>AM2hS`%fnP?g&y~gPaPf+L!
zilTkvQW6tG0LQhs)7>ozIzOcMZ>+By4JGq7PsKbY*#>467CdGa7K*o=j>+`(Ud<=~
z6V7I*L;^(CS9`0R?>1s;et;rQLUyNAMW3Vk+%P910s;g6cU+TBIPfs8%ED5znI$RF
z%nyOs!z87qq1N=nN+oUE+cHiH*(tj5xS@kT_BLxL;Npuu<AhmV;)E;Iz&`KupE#A%
zH!Ay)iQD0Xn7rTL-|OA6x0jJG%uXXRy5-Ttdh<gpzW<o<!fpmb>-#9!re@g#NHfSM
z1~_JZEREclDaUf1drR+~Sp2zjq#Mo!7DbEaaPu3vYxTKPaQ*S%`(}u~Ypb)j>uc@j
zC5V6A+w^P%(T|KHzfsz(FtyTxdf7i<lER{(mRy>10ha4hz$o<BZ;So8y5=d%T(%E2
zF%M_f)hUYi$S6N*Vp@XtK#hIYj8o!gFZC1m4`o%tZzrzyX&BiPZ<5#?7LX;f^M5|&
zW}OfUkt;)2dafW6HF|h25}Feye%Lfetz6=kG4vGrx$7UBn!z{Gd44q8k*3j0?1&G!
zQ5z!S%?FO}QeHt3v19I7p|x4?(QQb9{b8OvtjxNW-l_pC%bW5v^(F`yHNMG>u=>Nj
z3owkXH;5knE-?`c{@G}xr!sW<!!kQTcgG`TxN-4MdtW8wp{?pKnu~=?L|9h%@0wuq
zK7)&!)s9ND64gt@X2WEKL2?y9JK2E4K#c9D_I?3LXK0Pe#A-PqJ>z=zhlG-fDumvt
zCPWAd!}^EFXIJf_tZ|$f&ed__<X4@f+RKQbN+~7Lvo>0&#W<*X1<Uf$BT4`T?zaBf
z$j}I*usi5-@)T37#QahJ>kjn4ArXLFIC@m~3IeKmP;R$e$EQE6zoXGL-~(wjfA@M!
zY!Bwq?+Je2gS}=f_P3nKu&h(j{<j>|$K!InvfNZGgF&|(!w;zJatX$4SK)r*pK{HO
zF`Wc?x3@<eHhM(kaDyvv_P?zC(ut}xL56S9H0!^@`?TA*-z5d8qDzo($0INMSeLSm
zxNUnuzK>D&L%Pwmr%<|TsLi^?QLc)e+v5`_dza}_ZlOBk_*JWj!4S08B3F3gbsA`y
zqol2k0s%F87}rek45=Ve#G}4P7F|#iJt1#y^-A!ap}^iQKI1c|ZPx5!Q=Ogs=}8xY
z7csxZopfQ_I5q#l+33n^FQBNMARpGd9SxTcQEE9dS8yRthJ{LKKIql~_wg=eIEBr2
zq@2ow)cc=78Tw%}^^zMYzI8!=P|xSQ=I}o$oPxx>?))0d%=vU({hM@gfvBDOQ!t4)
zWJEY!+Ku{wD{YnwJ;6%OKc)<G{t(-tEnkyP6@vbsG}6;8wnAv-*e#cTJQ+T?M~orY
zKJ+=J@*=gULWfv0`H(M<C3qxaaw2@bcbe732J!r>c3fh>XksOY*8XTce<-iN{;c5j
z?W!u{k`v=5p;P*g#eiy0V(ptx<~uc+;Kex%c(GT@!9i3>lB6p6?t*o@9uBRnDi;;P
zO5e34OR=7t)QuAo|BxD!44-0kPFva;i>JwD>Fqehtlsa4iD6_utcSKYg9?dUACds~
zHlY47Qdb?pLm|9i7Sxuh=!8%r?0lUvc3#=f>(|zABzqo!2NB*n=FQ`GTAS;PO7xO{
zhDL`h`~vg^Tsj38-1%n~V*G+tCW4<T#QHIqc>EfTb^o9q^#ZxwZE64xvgrU@{!*s5
znr1l>dg|T(JB6L^$!nPou7d}UK5<3S(RH-@{wrBA3|%6-rMoyE?=)iZ`RT*#Ejql*
z=s-HWEaIqmQ&Bq=qkC08<8eB59RI6_JJMPyOM>G3HfeeE)qBrHGvL&VwmTQ>lad-3
zA26muQ=;X!TBXifqK&}D$+^9Ui;bQC$@oeV{4z1V_32&HZh$EG`RUGax1QQUiGpwG
z@%?5$1=XPJfY&6}-}g|dBOnCVW#P(!E_XKtlKjt#o)4nAxn$~z_a&Re4#;3!)<GEv
zN_j_rTZ^4!Q#NYM2JIUXX7at_E6N1Zm0>>;Zb0qIYr;+BCOI<w3Wp<rBW59<bwH7u
zl4WrGW+X{2`J;?4&31cn%-aNw649}Cc90G7u<FbDf*R#|vj-vxLgI&KA+uql6=rO@
z@BEgxKZF9dvCH)2<w0IaU}iI!2XN5XbYNwE=jy^U#>x6a6Xu;tG?6-($dEVht!RIa
z_1k24ZC~`3pRyMXXl=Q@D`g=4e$}`636=F&Bq92h#Ok-~uqNelj9xuhhqUi@-xG9T
zVs(Yi&Vm`N{=#aHh4ZRZpqR3h3pD~{=jWeZk?@)N1<@bWNlx-^!HWpj&v-jjz<ezq
zWSBUEArP_-S9Qv?AK52vuKZ+BbdgcR4V~OasSkrm!iD3aAF9NBa;rOm+$&GI^Ccna
zgSUAN6~C5$w5fz`96~;wjJ^F4vaffewHI;N#T{vE)DrSo`c9Hu@69>x$~G;y)3<7^
zn#w*!Ee|a={3NBMLg7(~L}(gQt>^bQ#wTR;^QCD#FgL-tn=aQDNKfG8riz7+6JOAj
z{O~P<!us-5*h~Ku6SHx2Xcb_GO_@P^&W&&M=4WU(@USbRM}j45xwp0Sw0~vEJiE#$
zXAmv-`S!Y}XOS8KhL}rZ=^K4S8z<3KqYqz`_c40@N{b>A>|t3NTub9q8wJXvJjEyb
zx8HL~sNQ`3&r|U2J?-)+arsf_Jy|GEyI1XduAphx#VXCWkz7~pFUG&};h82VCm3SX
zhfeN`-+0ekZ>r4J`Wv~mkQP(SW4*8O{nZ~V$#EX`a5$Wr(HV^nU7QP~Tg@fB3t;D@
z<Q_!w<2Y%;l9!E#9!d#`_xoW=#L}pR%Jh0|KTn8bMz2dAG7vs4P-oS63q8+F>$JXi
zf0BZTv79(`QoFA5avjqt^xKw=L00_}>PgPc`!>vUS@|z6>T7Fc0qU&4SM;UKTM1=W
zyUll}0uQf?+%CdtSz(0n3};GV2$Q(l8ePAwM>mR#b9lTce{nbwrfAr&qeJxuhb~y=
z^R{)WsKnc@r)lr;b!>LvG?v4D(1ZVa^Mo{RE*hm@_wF0{ItwC~AnI-{cR5W41+3Qz
zYoxRM<qnpz?!Wy3p~pV2aZ?{|-nd_Vi{V-1<=8p~58-Q<VNNy~jDUWli4LO)W94w#
zrHyi(w(JaLeb}<5MV9Y8OERD{0>5vZ&~BviET{kPV!*3ldGE&3thxjOgZePANoEsA
zeX~r6gIE9QIAyqSuAg}qCDl%3rS_cJ_vR!m(B+f5=31I1X)C_oYeA=?RVESnAsmQs
zfCtu;gMRDrKC0$|2N`d5*%j)%pC7^R3VboQb67}LoqZJ8O6@0!Xf)JC(qeE8<x5QX
z9bY&!y(j$juEAiw3RMQRKk{PFS}_rimI~Tg#^v?0dcGVzg6uQL?y{uRnzH*vuk%su
z(UG@IJ2XUY?yT$S=aa1%f<`>OKclf9ycY=m@VEM&wVEwJ^zJM#JHlSDm);0@udsY}
zrCevhv=*QW(fQZnQ=W)h&o!Eg!-VEE<IjF1D&0||H)$bridJYHl(n}#NOaLuO(eV!
zC=pNbPFAC~Qwh^lPR6z&OcIm4@kW;y5aV&GhMDhR<~i-#Bp^AX#glrs@4fQ^W#m1n
zM7$%O*Cz}TvFNOZWR6os3RhREA^Be&`*s~XU3x(|*|Ka8Ra30T`-X~&^#X3)7g;eh
zk7v+Ys$%+#5waUY`CZlgXM>y3^d|Y6(ELmLQIy*{bA)t;UgG_>f@VJV?rHRsz6%OW
zw97bPJY#6Ep#b)FWC&|)9F@x;(c|OnGWjAXKOcM2Wi!Q@YMYl=+YRP%$3XEq70c3f
zekVQ))cKd{QR+TkI#<@8%@@UNYW*GvdKbUkqfXzho4$5jQPoUpIS(1$6H`FL3=bgn
zJBudm(I@R1i^zgm6M6PiAH%(vi06{pV0cOZxz)xY?Fdb|{zxnR^Sfy_;J}NGClTxp
zMWPDP20mDz8z2NSI5^0_#1v{P{(H@-!LSBc%SmQp^UV)nR^c)J6)%V|9(BD4|Ngu9
z?fEO^tk1g&Ei;V~xEcEy+XhwqqrB!lBYB~*G}yfPlA56~0c|15?%F|O%6O+3{3A}h
zTGRX7_|O_|ql*y+=#_?BfR<44Mh3UfCgHCMe@j^$@%hz00T*+m;vt3Fz`zVyg@D)?
zI5t{ZsE2#GBjm#JN4PnIHcN#_=huf)qW8a?&_Gv*TJYRUg$vg;?lJ!FGel+N_*1Te
zyvM#o1>s5cL!tokO61#O>|jf-gB9_-hF?2ag_jB!$>ATE+dtJ<5>LgHHuUkWxggQ{
zVK{p(!}UH#W`7|zdz80M?O=Tmw@a9cmi6pkfe!#|A=nFQK&=JrKiM(jiBtSmHbgC(
zUgH~qh4;gQ3r&%7d7X9(epN5^VI)a-K=$N*&*g`tk%ltf-0g&ZJCQF}!Z8Wz!d&^#
z)Xl`6O{>!_59qGJ>Rw7zjZ5EsVRuSRfX4c+0k-dBL1be!N_Pkf5_I$H-XBtDf6n9&
ztTMnC<^Ci8O0yXgHujes29$l*z2ee9eDo})CbW{dBNTWMZz#j`QJC}SEY}zKh4<jZ
zoW9ibcCmemaA~1_DHi&Ky$1F&*UvBlFS7TNDINzqkl-JexG@I5EHULALW%F|-f4^>
zz9J3%@vlz@e9SN0K1ubYd(7FC-0NB)y!7CzJViJ_Fl2j^>Vi2Qit9@4y3jBGN|YsF
zUs>thBCfg}7G%g#TUmASYXO251d`I`y{cXq+4$jUIk_v+@d%bA26?xQBd27+M^<f}
z9UTo@9#)lieo@;*4i8I+BiT9ajRiP;>gprk2Z6Q>#-OtL8TA2~<ngw;@;6|u`P&Kf
z|5WP}X?-=f88t+mH}FGz=juKWSR;(ga)nl(+%Yhuv97vw+;2X<<w#`C0~y#*$`lWN
z)Dexn{())1mV%S9uU+Ez_Rk8aWBc7{?0h}A?vae-IOR%OiL>a?O^F0MCg+;<{ZuoW
zn`<NWfs3{YMu2+Awh8kNH|P@_*J%WgpH;^P=Vi;lr)K;`KE}XLJlfwkv}|>`)8x<j
zwxs&@jir1hiwI9tLNsiD7<aqfN*Dy9;mjTI5yP-Hhp1z6(x$5FChk8$ZQ&bT$jC)I
zsvK4~;SXJEoSA=x>Xgp_{Zu2CVmGue48kIX=6UEF7y1ROCU%j}m-q#-dj&HnQbSdV
zuYtEKAJ{-G9;-mc2`|Z4p$ykn%~mzUc9E3!ji=XT%U&j00keA;^+gm&ky&N^-u-K$
zdCGx~e59TI9fzM+FuH`CB$Suz>O`4YWX7g#L_8fG`BI1$2{Her1pq1+L`ZC09IyxZ
zi+Q?tWC31U3c2H!{9pe35Yy6{shy?^k>E$*Z}$E!&<#W*e%)+rPMovPN7%SX9UU9y
zDR(v^{)=`>{2cyy1yiEXaq<H{LIcKdz{&FwP98m@i{qAN7VS#&vE`>`^(iD6QX@CR
za;b_L&DQW=1%5jnFRr(PI1@zHdWp!4A#iDm9huCPnA4+z22z2OKH)GoYbJks*RHVl
zY<~I}t3VvIrA94CyUKFz(`^fv2USTot9~1>J@HIlUR0<rVoI>CBV5<9>L!u!si-5Y
zP81`^&-dAzcU~qVP~zm;*`Fua+wo(j?W*wbj6izBc#$hSWmr8<!1??6^qHdU;)VAX
z0D?XE>4Ts)WX&$D&~J9{ml{84gBb}pqTzpYM8=OCk%Yzp?F9M3+w4X_6WL7bvL?_d
z?w*TCo9P7-!TE)3EDCqj;cC`eA^?6Cr1JZI(S}HYSsjeb#-%H|Xvqhy%MCyC9NNGF
zX*+9@KnL=b*AcQQs1a#yxw*a`86CxT(2D8vM?igcsaI1~WoTo=x_PXnrPbTtPmJ%J
z$ASO~u%%^B<f3=&>TCd`5m^R=Aveu<nm^uhaC7UIh1T3h(-<E8>1w`csIMOZj!Kog
z6BBB9`1m(^K+e=|iYgeYVr9h)irrV-1hjU?XB2R|#Q0rgqB-^ncDA-e^!4>e){N&B
zaP@~*uO_B>&I_-FdxjmV$Hm8O1zn60VW)=4OWb@0b9PdH{q7^5wHN>{3SRCNTkgmB
zn0u=%LPCodH4kE)21ej78z=Rh<hOV+Sv)gu+Oh(@T?}bxX<-s>-4js_=0nOJ=_X-N
zs4^Gg3)4Uh4t$4*+7SV!Ot<MTvRvHt0m++WP8o}2w?3)bCN;id2Wb+@+Dqib^1l_P
zboZ_f$oCP6h$21K(OkXi<g=GdCdl~UbyH)47O8#5$L=hsz#Lc2_IY{y@K{V5a!Qom
z*;^ep=LmQEvF4Phd9cNkrfvB$@>~A!&5q(*6B0f<yb%6t7f%>rTSkIya)}%nQJ}?_
z)VUA&@}dhcs;69vRIh$*s4|tfMZIpI4#EFdw1cfI%_kxpAR`_i(@8~hwGdC!cX3#g
zRf(2MJgYqG+7~apOBOXcve9})7Wknolt*1!eA_|T;<<|Kn+aJgSmB_+SaET@#a*k0
zg0&fvOvr=`D0?0kjKi9!n`k26(xonllM??;!H{vigfm)cVPWy;Cl47eNk(CL_~}6P
z1FZ?xCTLX2^h1zxlU~V;6H3<&>PrkZqSsDIgP>Tt-rH6#)PpaOU~=bdoU1eMf@cXU
z(-_Bb^V{bTficiRT{(2N{zFv?Pv_?4N1MjZeGo$^>*%0*i-iV+csMvr)T9}4cIMR}
zX8hiW>0dkc2s|QxF{S@$3d`zlv@LQrw6psgLTx@3B00kwzb=AXepQ~mRVz#JyH7QR
z&vcH47Tc7xQM?zaMMr<$Js)}0m;tY~C*0pCC7X84%Tj#5e+~n#g{pfT<6@z|Feg^_
zh2}`vyQM7)-C;O|c2#~f%IoWd4K$i4?!Gh2@Ve%k{8@Z=XwQ(}=rV`t=PNU@qX)vE
zH!O=QK>X(?*iRcmzbhi01>@QzxY}XIlA?e=YSId22$1WRTlMlom*Qb_14R>~$8Fn0
zmiiX?#g@58w=M3$Py*$vSHQ<(sB6oL{$Y*2flf|}|0*fG{@SYz^CA(^oZ88&Ofc;h
z{KgRppt))_JIQvhTb)ptf0f-VZd6Sx++&8)H9W|f?cVnX*psU@q}<k!e|38C^Nmj)
zE=9xSmB(>7^^a-Wtf#&ZrXhKW_cBl3#+g9NY2aKu#UcW58<LYygQ&2&BNpgrLs*~T
z38R&Jxp<*4r5Xe64nD)V(v(oOs!av$d4A=1C;6qqx!8pHj&`IrL>WsR)KB2h46rb?
zQ@-QId%7RNm*O4kFdX4SBLmC+6-ESJEl3?(oJW2JVtR3f*H<roM0Hyc^H&fA($u2Q
zGRe4E29=w1C13zX{xdZh_IdNmh0<B4pzg(<$8`CMz-yiHAbZlcwe&8VFLJV4%MJZL
zusM1hxRpw=9sn1@t_VCalwbHI8rel>T{}_V;{wLk?CJD*&`#pbIt-3w;|NuKXlwFS
z&JEhoZFXYRpMMRi`~u2a{=Ncp?fC{%vIU+|Y)4+9t5p;RC7Y}a%mcmMu9<L=%MFMQ
zAfN=SIu62XU?3`CIAG9>z}UTzWw%uqAqu@d62N8W`sC|4Rh(z+$CT;SV?ENc!VTyM
zpHTTEgSxAZ5kj=lczJR0#L_Z%YA5df@aE($U_RGx#UMUk28gDH?EqiK#iB-Xo~BpZ
z<!-V<&m0NGv*iE%bdOdRycleUCgUX^kR;j>0vI^ws?H32Ha}@>z(JnuDKt(^L{OtQ
z@yv~UT^YP9<?jjLBCl*HJ+Q<-PdOVnGQo1Jt!G95b|N4at*4V5JTX}qSy_sfS%sfN
zlEnNH-6{~SbOr*cHU_0SPH2B{6)Emk$fd3q?_Z*QfgxJ}88Y2`5F=^15;C7E-lZzX
z=>>e_WrTqsd>xDWo))@Lz5F~rKFUn;9(u|s#Gr*}!U9u2ELUeq>xLXqA;h|N7A!pr
zPdmYsD$eogk?K@agZIXr{fjG8{=+}R=j~Sg*0>Y<%3T_8EBNGj?d86ek^Q{7R>>cT
zTcZL5Nvt-zqPhhE77#5~O*L){JoBhs`(7f({UL&ftIe{zajzx7aN+eM19nf!Uo6Lk
z0;>YL5&)P^b#=W%DbCsgKFgwiD|P%4{Y>jt2TgIx&{;OTCkEKv{lJl1>*!}p&k|AC
z?L7l+aP7`l#>jV;$c@6YwoCCfutU#jD9-vGQRi{IRI?TAp9<YK;$UvNkgWgi6TvaN
zTe8;;Hya@tOT$4dZrOC8U8IvhdUTE_A##_!+%JH31J)Bhx&Spy{GITW%WEfdVmZ4_
zf2dHKrQ~viXHe`;F>#IjY!vmTn<3&8=YuE7L$*7csHjo*H5ZRl5g7ZO&^84;DCZc}
zq@8g!)#BiTWa$0_;}R7w{`|u+$WU2%EWN-}m$PHZpGEweU=SpnzGNyDPT|GJg-Kge
zp?Z`{OMX@b96Z2@Gn*zmkmkcbN2LM8FNe#P`rL}YS8f>4)E7CCeA+yrK_hmvE%=0W
zycUdxe_FG&7~brS^Km0<jpn6pP@}aF%=lQgNW871bLPWZ{OCmz{_+QF@{8~3Qys@q
zI+10zxN_v07$R8ELIP~;!Mt&S+@nn&sSYBmN`N*Z^dBy3Q~hwk1eBT0Zh;FJ98l~I
z7<}61hM_RwMDqEpVi}#AuLidE#B7(B=fAHVIgP1*b7uz*Vq#(<oGj6CL?b$1rHA;V
z6Tgth^h1O8%&>UWpECYC(-T1j|N4(j7}~)s&uq=_$VwPcK5V;{HRZrGC^%l@I6x@2
z;O81S@GpwL2XbbAA5Y~WCUac=Y~NxgJqA|Z$K5X9>XX{LKO#k+gpid9lg3AAH<e<%
zo(>f?Bik1jw*QQlD`M&sH!Y`J<-&_c74y16y-xLl=|IHLJ#rcQ)73j&i)~S}_~e~k
z`L<(LYo%S7v`K{vIsIRk`?52a0R^Lqw7r5pt?NGg&c=8*l@b{TY-By%UBqSVX74pG
zUP&mAI5m@lcwOY~NLJ}~Kf)J-;hiA9#=MeuGQzXdiwn4*^!*T64iX545L~hgsnV@0
zBMMdNs#E&0XZot^l3kJZbdPr1BkP`}i6|`2L0B^jJlB9tgtqqYqHFf(e^85l(Vv9;
zy$|n&a3w-|_D_=rZ+QNla_G!Bb8DnP%F~Yg0svX*@03lFN@H_1$v4qKfIVT7ysPXa
zmbQ!b-}$+|RA0^ufyD22e?PC{nX^Gm<z4jsYDQ#8UfE7Zo6(aHfZc>`12^r3t$5Ia
z1ksF43H{mM2Zj+1&n&S=0O=VGa@^UDp;il7c(>%~-MR!?<1PED4-BMrbEabR@_K6Y
zZ2o|1Z-_st%z`@l=g%B9^1}Jxa2WmoQuYA_;`Qk#2GOJd_eI*-Q|4re*L2_n{SWA#
z{^b&EoK^NE5^qFMerf$$PO4gjhp4ToFSlX74!W{9i84ZZsAoiiMfv$kNhuX3aPZ5;
z{X`J8mnA%e=|PF@nZ_C=Ej4loR9w$l1hQUoa%)BoA1;L0cono!fjNg-bje{L{Y3JI
zH``Nhu5&hQdGfy`D~|^agDDuOP&#;e>R>)y^@M;zlyUE!4Kd|nDb<4@YmAN#^rpNW
zGND_Yzw#P^Wh*wXAQZFF{$Om1lH-HHN@MD)5XNzYKsp*-dasV-BkxB12;5KPPn!;5
zcfCBwAxmUrl8g4k83({0zPL!do1VMvI0I9JRc=g7`4L$A?M;SVj^|@A?bUnFvNZb@
zoU3l0?!X```@ipaVq*Cl{$yL7<X3EvG(re;DfSFcZ^wP`LeJ5SvtYK65(S!zZ+IoC
zw*EH2V_qE(;hp?jj+Fhgri+Dry2hFYWM2j0zDcdp*xE=v)~*|~XoN#WU9y{R8$wHV
z*6p*en~+g|$^CGr3IPE1?=%VUQU@@3{XMO*-dpzl=3lRpHHSwS!nw|urH#okxKICx
z_d|3&J6aueq>j3SF&b^#$9LK-vC5!4aE!9-N?OsuYZ6=1Ttrcx8!6H)CkoRFDWVVI
zqy(3DJ4(Awkk;Pi4gy|xf<MW;(hr^Uy|o);n<vM`LBn1OJqUL%FKzRHH`)K9CIgej
zqJn}%`RDD4^k*KPPM}X9-0HqH*|nMrn-6Q~NDRbEaAy|n`myxqNVe6sHTk*G(4AN>
z;~<jIX5Tusn#t0s0{E7m`D)mB-Ct@J8>lac-G%<|6%a%f`7PQXlVz|gFn%2tVu?ZM
z^=YeRuA>yQhv>$D)bT2g+_sm;W*G-Vw-z3P<p>K%Oz81(WY*LWqu2s>vrnD=HO>>y
z8e9*SMo5pu@L~3Gw(REB%<yQ%nMKyzXKE0Kh#vobfy768KIOFHvnR#&C-TUr_~i5M
z2v>rMl%^xWk0$T#n|q8eLf4ck#SIE;0-!YR@}Fa+b-nyc)$RWz3AvWo2Xozyx_{x?
zg#CmON;A*W=>Dj9_q4|I`~#l4i9)mJyr4l(llLo|V_T|>8>aP#tF+O|a~)yc7=Q8L
zfXC9czrLUh320QmVoeR@EuKMyofvth47;Kv726LFyYw8;etY!yTOl0Opn(h+%<Tb;
zB9+a3vI$uAK0j%_{62a)(uZs-W;}c$E#04i>t$bZGB!T|iM)AK4_h`#p<}PZu5gl2
zBuS=C>tF`n&Fs+7^tHA?R_mLR8Q{pm0GsQkAQek;T3%;4ef;YgIQVCu3LrNm6=BmN
zHtAw;FHF0_I(yh6lz)BMhHuGFrffGN8~cet@bYObz8*SWNvQcdsxhwr%%U32HoV$u
zE|f~>sh5U2EZCrbTX#e~8IH`7BD%II9_O=4`5GT!do;%C=~jsViTq~S`t#expL+DP
zc0`3+1R3k*Cv}COe}Lr&U#p#n!%BsA{o|6h@`bP1^oUJB&s`~We30<)TVY5>S{(0*
zgz_OcGO0n`;*2iWYu6>^M!O!y=AB|d(pBs^boPm`Oyz|N%qkeK7>lgOtK$uqLb2%(
zo5W|H%pVA00v>m%$(O<K-}x+Yjxdn7G7KR6LTEa7<pT>5eh7l=NxZhH&A^l*ay^<_
zhv6})u?B7_h)yZnoy?F{qlBq%D`ZmCf)1WS>&Z8a5Q@INcKMf5nc>#|MXbe3h{tYX
zIFodP^`rdFHsb*{+<{C4@J*2PGk32MUc`>cf01jLtmK9r_e=H|0WzC{aNyutFZo(P
zLN$f~hFJOp@Q-~a$9Dor|G$p(L$VT&EmOE(EJJPAUEttpQ0)%>1*4DI0pekT%9}xB
z2GnV~ID=WxIsk9pSBK^8N={BkDNpV%zxU8)e7yumWKpt~aqItLcAb)EGZc8uoG)?w
z=@+e(vj=dkYn~`zk==iJv9@x^0tnnU6uwY~H${FFiDCbQvk<^*Nf{a%wyudQ`zz$a
zL2Bo%dhIqdo}9Wi9aw9{Eju;%F@r;e#$wkQ7Ra+Qn2{gVSq#^D{3%0`WtTn03@D&y
zXzv=W%&|wt*Nysa`~PSPDpLMD8U*}rk%I;v0!AP%etn=#RvEbz@r`X|KIV_RbK9M)
z*(XPH#n!@zPs#RzsNP`i1~Sur*~2s4eVz8tA0lJf<5(qW4`Z1}()#{eDg9ntq*KSa
z1;MXBNMAq&o%Zu*LtF<~F0Wh^*A-2Eg9((aK6a!Rokd7gy84X}8iceRCDgsu?DeY&
zpv?e1<sg7Uu^%z36F++N3NY;*L&j~sS&Rf7cUWJOd?t8oI|mv&K)mOzq<{*kcaKS@
zdf>tt*bD>1SzqRl?B7cb+F%!VK(7hV%=*bYK}JSY;AFA#2jgt*2k7?;2nWb(?p<J@
z{Ux-i@&BXjEugAuyDrd!ba$snOM`Ss3n&N*3Q|fc-JQ~@q%<Bu5Tv`iK|rLtyPHGY
zhgW^|`^LEc{q7!)ql1C_?6c2)*0a`JbIn;Zd6LoarW9IPDY#nn3uzhwiifLfYp7Lj
zZ{Dx~0TTCopfmBZ81Xv8{4b=*EVE%$$&Ar!ivVqcnX?Rk0##4gugL)nsI)lT!plj1
zW7-G2EFQt<)s927lHYE>B)<AC5UNYHfec9(lKUZ#b<2zO({capw1RhAEeEKO31$*7
z$YPO6^df|%Qv&jikaQ=-g?O!uLJi=?X%&Q8U(LN=k-#M6zt76BK4mugm$rkTE&KES
z5v*(74t`d3la~EDqPmr03(WEcPR5ype@p>n<}08Kk4_zT5(j(rn!nwA>gXjNr|(v#
zvZ8u2o@X1DrAdX`iUkn(U|cLNmkd2A9H7o)=iqP)0(?^4xJ*m)-jqd^Z-b`|jKaO6
zlP?BZpEM{Yrl#<-uf=!DeAt8sw+J>*Zy6nv6i;l`>3(_?`iJJXp3M}zBLJ9!bx@Bh
zrzv!$9Q&}9QASfn;MNT&2Y^O?apAUVS5=XlqdvhrYVX9Cq&!`P?&AgK93Mmy@E5u=
z2hUe~o}G}O7=4}q@?1!@eE`$r6%q<QK0fxc{t3m3m+v1OyyPT-WO<5p7KMTn&p04R
z%-SpajY^e1`HAvKK<@A9A(w5#bUJMAsMH)df^OKi1VETdjiU>iIl0IhP-@&h&=gFq
z0TMzN8#>RQujb?vO)!558gYUoyvZCG7)U#D)^qumdG75pc^Oa*)LVn%#Ln@!Wo>pR
zEGeJl_PEwn;jIaNF66K3lej*#&yLw~o2B72R_X7<KdNfKEz68+9jHQ!*}rkLVBy~g
zKJ~lKm>_8t3P=2;hgrzS-oE(7aWp8nY~qD^Qc_Y7a1VUEmQ23n0kT*5_H=-SrbXuc
zB&AGClt|zz9oUun#UTOQ_s`cP_%d8y1t3Qgujg+d?&NiA&Kq{$fU5R_;IY+s=bO@7
zyA;)XTF=<p#m0^}-uE$DPSs-b%`-dDRKYGD{!mkiF4)N*B&}A;L>I=oU+b`MF$jD2
z4OTvGe<Y4XCqHk`fl|7yETh2;5()rfDt@->@WFzT=?}`|g(4#2z?<>EpXj_6!`_AI
za1OLkeLLb926yxe08e)gyd1zi{4%}by=Dn!m7D77v+czQ(~0gANUQmi#vq^~enI4<
zBfq_hz_h&z+XGaW??pZR8<+EatVjsBkM%#OBqO-X;&P&2Jrd_Seh}dab!xaR``glL
z-nTWY9kgR1kUK7Su$I{p4Z?O&HY~h8L_!rbfcG6s>pLF+=cqB8y6?H9lc?%(%7e<s
zc%QI|)6<y`<1?x}kNyo4N3E-UenMmkS4C3qM#JErgDHHn+9+jbXJjQ`Eu-g}g1v<?
z^-E(S<HTH~+Uk4YW0=MlYxy)Ysa1c8wOS&1jwQe9Bh4;y%t?-F-5WrIX85yV63AsM
z6c;eH4^He{3ZnPxbp}=ScslQt_t)1Vr%rhgY+S+EE}V4P*fGOowb^l1pg+M9ji-ju
z8F4QSzbVXY_{gkv^eBgC_w-yCEOIDdU%c!TqH&dfx^#C;(JOM}6U$qGNBzl_1a3Gd
zo_#hSFllK}PNz!~_3$xOV&a!68t=%ZG>@2GQ3IXJ)9KW2`dj$00>gG!f$>p(3#@yf
zng_G4A|96uobsQUb1i>zIPyQ-acW*hdmum8SHGgHfLHj^wzY!09T#C%UmW@HiK1i|
z6g6+cbCWqB5D)1_E8*v1ZKNSVRyOU()`Ns=zvg$^w%&`&h>BQDdM17<##%l(?`mnk
zLTWYz)1GwMqe)^X_HeAhq`n@Ln7mqmciOY!*;LZl%ErNMO%DEwc7s)b|NSTuRe9=^
z0KhJJr>xbZJ};;%Smx<I8uZT%Bj-sv6w)91oOOGL^~omDMa$qP411t=R5L)20w2I`
z#!r48!BQJUMhmUT*#%6Dh&#R7z8twQt<mN%1^`GnPk4rvM7SaNDPKYmL5kb52~vV$
zQv&R(BSN?Q^Vf^m_V5s;GOYP-j{1n9neh<IT5F_7qIU+>IcT9y1-}>x=--KaOWgq6
zbwf`uJ$Tzk`QqvOpz68`TEJ6?;*pswTp|OxuYais(N|=#16lCqEMtmRdzKzPb4hA*
zG0M``GQsu`Y3ZneHM@?kuKyp&jJPZ7-3QHiY}C?^+&RidcxMkt{jyeXsx_*X@#82Q
z!jsXaNQ7>G%#P6#RKU?&@P{hat})Q%Yx;fL@gRohsKtQX{J!z@72MTxXJikdOgxL^
zK)^pzzRsZP+stndTe7v*9TJ%=;3OB)zQ7c2U--LsiK8o{j;K?$MZYOnj+}q5-ruom
z+IwQB>h6D_61%tWUm6g<DA+4hGZCJN00~mscCAH&WwdcJC<5=<KDH`FwOx+q;%B^9
zly(pYpPGY2h6M>oh5J^6#pF@jY>!uP$_L<yijeGglT%>^CI=)m&{Y&P<oArhLBLIi
z;6~O97}=>je@?RSdqGcYY$@4cjdSs`+!-^JiZ#b!7-6#O?0jcqL-RTPq2^6Lc$^xB
zE$~9qZKsl$y)B2FZ(&3mNx<NwVrj)N-g+j%`Lv}}<^j)!T0TCmN{zq|2b7bYI%>%7
zz!`Pxvk^B!X8+Fo>W`q7#YNW5gNJ;rEG7Ub3(8yhRuA!GiP?;LWcG{BgLCScV>;Z|
z6k^>O(k&(8|FGq7aaDW@NRF5iO&j;2cC1OM0X@MsAM)zR<k5+IV<-^37PDER>&o!s
zQ?GcfD$7Iij#<U7dY%D*3WMtEF*Dlt_T{NJo1~5W*H%b5siSWLbX}+!Um$<Zu#lG4
zj57pJP%iP23Qz)Vi00<2|Jum(C6NLF5D(ui@H0Ydb*J`&9u)ssAy8{OBOaTpOWf$1
zT@eh!xRnu`O3wZIzS(B+Q~u2=W=iE5N48<Mq=gsl+ja~5atYQG5m>Ve;=+N+?Jwr6
zD&LxU2Quw_IMf$UDX28dj%Fs6o|#b!pm^2Elzw*PPi}%*M}bRE@C^)#B&^s8sXSXD
zRe0IxgV?`e-1qL@|4H}wr)M4_Ls8QnrTMTsPXFp|ewy*dV8!9#pw}R(oV#cO5R`xB
zx&GvIsNSNn6&G<LhkS2;fatlLHpJ^wm^%n`0hZ}Wjf~F-=b~~}01J#{VLbFdpJBXI
zPl|ZN__~uJ1)TM$Hay=vm9t>;Y}FGQRLR^;ecA*n(4LXD1|AgPPpeSqhX=nALUrq&
z9}cBOsX?@@|Jl*kWu2cDP5A-kA$fN>yTWyy5vNzP&eE3{>{Dl)Ds#EzNV77jyLTiU
z3thfT-Ne76<-bo6VmYNK_33o34!vSq7`Ch2N7dR`rTCbDUiMxkUc}5l%w5_a+8g%$
z3U1Q^4<pY-QI6#GBX*O+3w6e_hef5a|G8RK>OUcwms$UeHhR+u&X(GP#AjfTynk%i
ze;KwTH&O42C_90(t<8gNX`vB7d0l}-UCV+E{l*jUaZ`P_J&N*lktbkxj{4%}hH~<D
zA%ByOejeFEhq9}6Vy1KyKyq|U^Hlpy<LC^<t7wzqKl^B46Kx=EkytTlM*fzs^U<3b
z7<_(RaMgrG`)r;#5GMhw&?aTE(px(sHB{K{Cbt3Awa(DA+JCo2QO^3Lxo^(X<AUYQ
zj63yye}A-oQIVFf@^3D{cyiWO$-I-T_#5F|04b^ry$>|W2GyU+;e{8pZ#tmrN(e*n
zvxhr;8#b5FsHv3Y1SbVwjHlkqF34eLO1<m4SL~<zBN}=?vbP-qA3PC22Gg@Y51E$7
zTA}mi_0rdh93MA?uQ5;haTXQh`p-G8eHs(_XjTf_(^7?rD__gH&3%?Ry$CZLwJ)NC
zc~+yN=gdf}!I%Ssjk83Ey^4LX%7!)yR;k4?6^F>caJ~&J7@Ag9hkWx?W)3F5o6>KN
z4Hkj}&8x;*)8&uZyr$oa0t2DInpX)sxsBua`WD~VplyMD1)<}14L+3S6-Z>vSZ4ye
zCc6sq<-xg*+{D9oEDmc&?23pVF=9*f!)Y8uz4MGg?Se7|n5z?{y%e7fGfhK1ZFPZo
z(FHPfUDLP_yJ0*pVXE4~dB6N8Ns-0{*1)8xrwFQIrxJF+W%{KFuwV1CKcT{)b|DtT
z_9T7nIE5&ILz61}HX}mRr)V4<uKPQ)1>HzZ*l<EQSM;;crX3Gt=eu#pTE{;-0@g`8
z7?XG99PT<TNF#&pn751|^XZjnci~r>N68BKxR0zppI}glU2<w}dIu~=6OvYwI|Amk
z1;~2l_BN>HWYlFkxB<!nU<zKB34eHxyb5nc`%e{5`Gc3G+N}nSV`-~L@vO$)jfcbM
zdl0RP;qU58ynjD@PV`-K#>Zwkv!T80)|q#HuQY+@zkG3A+(+?ZjL3fCXIy9=yY7MU
z@es(#EX_FeB}>Bf)y_b@EhE_uOgI!t9!n|u`?T+|vM1RLY&hTg>lf@`?qOjgPjmk5
zF-=NdL4kp@Z?`9lOUYoS)pznqa0lpaV6aQqZR`Y!q*cjl#2Yd!_z_0c!-F-Qn*GJX
zw9dvL;O(^wnnnF?Rs3I<+}Drc>TB+q*jNGR>#OlumHT`1fI!}me=|AS;9we*2bUdk
zkIw@}-XD8z@79U~qSh9+_$@;NI_UnxBKVC|S3KSG;gE`j_MO?*JG~&ng&>zvw+2du
zXMM#D2)+4t=dgF+@EuyTCA+@YX3nPQX6!GdHvk%R^KU>ztD7(0X1IHUV&x5V<k{w_
zkXo9FdT)Q`T){9C#@ehPw(^hjJ+#Jh9X1uF8gr3Om-m^!=3%8x-~t+%Oe`$7Ab_~>
zsi1(f4fl22#Fqci`k9Y@;q$b?-jo@>{}F{zF629mt54e!2iVr9JJ~kupO@!t`8{xP
z5LOWyC|jR={l!`1zb5`W_5~Wc0jN1|WV^}lYS%>;SrzmapKUv}IzCb*034t_i&0Tz
z_)gFjYHL^bOIdlW;+3lIH)YG2R!P_(PDzniZbdYE(~nDf`!0}IIdkwfo4La`;`jec
zOQX?Mq*b#ESv;^N-;<Ip_0sI=QV;cJgIe6W6>T+Z_96`=X`|$ZKB|UZ1lc`JM*ZEk
z33%S-_}>IF1V~BBP6Ue}3Z&M&`6egw*$<sXzqc8|4t}Ja>Fp2SaA7|H$Y)#`xvB0y
zDfS>~kR)+BQd8@4mK2HbvHQegDEeYBOF>YYxB3@hD?G+_e`|M{E2$@_{Dl;U6`*UG
z$(7oGR>J7pcMssfTq`hnZs?O%ImCQF>rj2W`(r!J$i`7!z2W~0PYcwm#Ewi?g?EE*
z#dQ<f0Mbnx=Fxm^&UMvQx5+<P0h9^&Q$^C9t>=M(z|xxXhY~oFZB!u+Xbx_0Jg%XF
z6ya%r&7lpLN_L@-<g@|5i^E7pMH0)gX+y_KGuKq4T}(sRxqKt6)AgG#bm)fH;iDa3
z+<dl}8^;vPNrC~ycr0F>=uTI=s}MAw>u^SGEdq3GTGx2r&8AYzN`L}x0for5WNXoL
z8c=o4VxPg>_UrQ%BN56cdN)$g3K^U1`$TyWHc~`y>!Zb;ew!e90K=hSkkKCgJ@0oo
zIWlFz4{pj<-`KFy$1H0x#Ogl44C}1cPF4y?Pp8v8(=^MpdJwq?<G14koC}~uyIB7z
zbHk0y2J5BnVBNbye^bjrox`xh##wIYl~Xy3;V|`1({36j(i1Pa>rd*x$W|=I9@ry~
zIo=tNo_IiYP8eRqF;Ri>Szf7Fc5R{U((6YVK=8A<**gG-iH*%~%nS(v{7!z1j08-6
zD>CeM^E^2^`go_s4IB7y0At17S_@Ot=Gj@j{-xrgBH+@*&%XUwcN*|(-K0bTs*@z_
z$ZoI+1Q+W#5P_#5pxjEt#n7RK5OW;YZUgmQWo705B_K7WqNTOzIyE|qlE`*S_r0>R
z@&k`?_|B0*p|Y{Cv-62^P3fQyBD$NQk%2*4em=+Q{@$e0K#DRL734C_4BB|ueg+77
ze6M?S0AlexRk;`py_Gubvv6><cXXgkta0a-J`qV(zS?VlA-uG*0<01-y;htOS&yA8
zGEKf^rle5WIU;+m^5bts$H$`r$c1sIth>A0dhL5gh55}1Q5~mDE&K&KrREAcxw&P}
zxePjk>X?49s}ejWVbhm_8{^CfU?NavTnWEBBGZAJEUW;aQ$i)><&0*+GB#qRqnb2#
z*R^I0WZJ4Tr)8?xkQJON$K{zVW*7HtAAGCXAMpGMx;gv{x`n#x-rYjTauxGC*bHZy
zwgO<zuS0cYDcwi&VV=rR7nybTAwf!@5q<TGsg1-Nz%A4!atPHYCes#C`ST;cZ}*^Y
zoTYh-5$K;%Ytbg~{R*J7Yl2TftzsnzTq(xFPl$y9x2{g;%|8pubE>w!;rkoFZ@lzV
z|8IgL&@Kij>8=0bIMyxDJiffxt0GQP-yrKNR328s?|X0M|M<rn?b30enATi8=Z0p7
z86G!UJ88iW^lRZDAw+Cwg1)?*2V09)0zT6#U^S6ZQXXw(-alzvGXdkeroijufx<pU
zZ`Sb{@LF}7c?lH4+A)R6QSx2qT2oL)MCG(86Sgm&10m|Y2<mgZ1hrLQO6}=p#n!d_
z8KDNNugn2WChUND)ZGKXeBR+4_Y=1WdRj~`3<mvs?1axwcG2uSlk*O~c%)G|Ue9g6
zE0mqjh^X@oeNS<5{G$Eo-2?mxosdwigBWVN)VEh_8&4;~54_(tB*`pHEB@k8DJsI<
zP{}1ym+)HgvA7ieB~k5&=*;2Ca2aqL(O#3A2{Z+bDdPAB#$v0F=)n{e?G1&)R<4&6
z30eWJw&s9l&#vSse8wR@cJHOoc;}4WkD+UHkBSkI`{aeNkfXCjWyKpD6KD~&(jM!L
zAOluYVffUwSbnR+zNa4V*rl<M{)sMM5-e?eYq8#)t?UV%k>X}hzfx6`<b49TdjR>O
zJB%Ov#DVOUj{o>W44&QfH*j;}$O=Kuy61*wQPv_B<B)I)Khx<En60jju8K~B24!gu
zRq*lk`EiRRG7QJ=7J=iTyR)4T+?s9V#}VW#DI+eLKrgc9&~>_1o?tH=m}p8wXHcPB
z5xYtaV9WgmWzt!==n-Qv$)7TJ7rlfRt8hzUF`NSQ1)@9D`*;ICGDuVl>YQp>40Abj
zZYWV;RxP7@<zby9$udWue<J~%wb4Vw*vZdb4xj*6c9te6|5G*64jGz_r)vtH<f$-9
zoCd{E;DrZ5%M0B;2`#Zw-8CM=T-Qp?10dPqEdY`gQ4RsAl@B*cxWA64#yYiVV8R2+
za_9A&<cDW!&}?4x5F1r!_*!Cqs;qhDy>**F6Nj9Ch(vZH<^MI51>h|}CAyG_!syhx
z8OXvLa^Nh##Z)O)#U04B{P$J<8j<oD6ItS37CEH>6$1dtKwkQi&sUsZjRtf?tlJ}I
z8t=AiLV+ZL5kC-uIX#MKri=evQYX)SlbQna-i5Bog34Q}-+$!UszwH4Cf;p}A$>;!
zp@s>jrM}`;O~sfz<53orCKy3z^&EEi?^Nksa}vU*o0bhRq;Ih~%40yD=6@}FV=-zE
zur#UMP`WxEv}`CiJ2N?734+En1OoEVy@umYB-R}-<6iOwo{n!3o-PSv3QTYfyY8mM
z_&IG3+mIa5M$EkCPRz&s`F`kolxD(#Y?kKUy@u$nlu-svPx!_BO3zH;J*M5Nh(R6*
zH)3)+BFHS?l8de72Mz8i7?Jqdv9%Srus`f<XfyUkT<>WlQT~U@4{A-WrbM)#WmGRw
z*^|uvtByOMYs|S;<d2A+*1?^GiJ3Bzk@4YV)8RpU3i1qqDR%vcBNp6N`qK?#R-W%J
zijL?3<Zx4oRCmG|tzPi^Cd|z`4^jN`2U@g|oVXh^Zm$w($Sw@PN6brJFaGl++(4FD
z9oZ<AT8>eKz=BKGa$>Qw8i1u{qgvjZuM|hQU?r5uI+v{d?ne8DE9y=zSj!v{Zo;Tu
zeKyRvV9O=AQ}gB5;G!9n2~BodG_-CdHNd`)>i+Qt<sJC~vr(@bHlB_eYGo!eX6iXX
zQrII1WZ`=T)721PATx7a(H~lnq(g-0bfn!a3!Q`zFv8iK@V)1*3t_EW38L=hl>BH?
z$`&KJw8-9Gj&=LJv%wnVKqeLDV4pk5a=T4q#0BNAIVOWAPU7hvJO=}$VBWH&D=FsX
ziQQ8IMDrDx_52pmkJ=H;Q_<FuHH04Bl&~BNru%?7x9Xw{#*3^V0v8xo%l7y8s`)nP
z^!Ci}FI}bxBHtShv18cNV5g@AEz(!M{4u+gQx?y2Q(o$^5~15wjq$j@`3)r$2J3$=
z%Za&sNWe^0{im^+7IXRv7kOtd-5!ijXeB3GVPi|hC1Ef#w#Qu@*p!q&_nxHs<P_sW
z^mIzmWcoxfwN<}YEPZug6ha0DXEE<1>1Y{;P(oCwZD6Iz>KB8>a@HSRzdC-aH4WYy
zicoLJim*tLBIEh@!MwZoD0E>e+;I=P`Wg;m<+`?Y+O?if(~6_bv2^0VKR?@T5An*5
zV7uRX<V;d4^7Tu$efbgG4D;TFX!)(}z6)ISfV3-zd7K-*T0*TcFQ8Fq#12eOhAuA~
zb=aIP<TLvGGm3Nbxd_`Inm@Y>i)T_5ambwcJ@#-jaYTzXy&%5<hJfkVo<jzQp51xf
z=yMk|=k%CZ@9$k--Fl@-2GLubavV6%*Y&b-{>H@-q7qS5NyN&bAUCGfoesKs&p+rl
zcBg8Gk*_eqrd`WEqdHz+(2%*(euxN>Oz0g6{CyP+ZSP<9?7AC8hu+|HG@T+2+B^&!
zx5<3hzEm^Ab84rw_Y2<AP#A6zV}PzT{u<Q>>+H3vss?FriZhwd7zTu7yc~N=*Bv8x
zLbNj>iie!e?WH*pm1a~BUFSjIroje{1#Awk#<@szeLu*=fjbasX6Dm=7K>r<_fdVf
zIG*zj-3QC8eb)i5pB;sz32gr`ZQdKj12j?wRLuyrnaI5jJ01afJ8sBtdJ=&5qL`LZ
zqaya#whO_OY2RTLVlmhz*Tu??a^qaWGV&g<X}ZAo#Txsl5DzBOovZMDJ8ea-9iPL+
z385;{erNc@i+C^?nUnqQ`jXMR`#|^TYJFt&?5t1it|wUi^`5&flOB)ic4~F&2ECNc
za%F9I0^dyBhPK4fh4)5ftNT3u4x>lOgax2aQ~5$Tn{)tsB=k=m{k`T#qJ`u%|5f)%
z70lBkaC#;6S?)zN9jf?b1;tE-Ehz?c<^7m$B5ZGfdb@plFgY6(;&>Akw`HeTFu8=H
zP$ey~B_Sl0ytNaw&=3DeUH{y-<|WVD#ltJH#X-t^7H0Ws_9Q<?y$%@VTK0<6>{pgD
zeLL)N6)<s}qxNt|P_D5?Qi_)f$5SyG9C+I=E+KGfixW<d;`e@fZHfrDmEaFlN5Fpr
znrUE*%sPK$GJyey-Tn#7oT@NG#Me%jA2+PKziZ97zPMJ62vZ(Ob8q;(UKYqyNMh$9
ziehN*f)h^u%5EIr_ev_X2>G@O?aff=ybql`P~IPY*&_WvF7@b+qVfy$@BCM}D}LR6
zu>n_zVBk$!ODSuCe<-WHZ(G|te@X|gmI(s6;am-0k41>5ZY0=j7WbOf$^I_;S8g`T
zI=YW<L{aFk5k9)L@~Opa&b%#<<AHq${J{tev08*spkrAX88>qw5HGMi35bZ=1b(H~
z(9@3{+~akJ^cZz}au6?edPFc#N7hEK_;hA?Z`tGGz_z`ATpa9gsg_z^o>K)VksUKL
z_ybOAea~KY2>Jp(-rjg}zKphx=L$*+OcN8LH?U4Ic^IFe5=Z*OuePDs(fLZ}#Ihma
zO5F8?YDU(6CG47qC(<oyM``mkwq=i=f4qdw8>c9mmu>2n`z`I~Ca+P^qaCUd%j_H#
z$C?J+(R#(Ez7u&&u;C~$nMJ8m5izBwS6a#6x(%1W_iO=uk3Jlb173|q8ooC2@MMZK
zlzV0>%M&TKGZHeQXd}DgR&TqUglo%dT$it_&Fnj3!%VqHj`4H*1j=C)5|NK9Jw*4_
zb8kU_hS6%xmIJU0%X8LNd=tF8o*eh8*C*b){&Ho*{B+;nae!asv$MN&^tf4Mn<EZ`
zZO}lPFiK?$lZwm2pLmf$*JvblbVpq78>1K;<Q+0n|CwWX)8Isov$jknpUB=&#_9CR
ziWHu^Vt5^FfF{q)fcUs%pH>L>QAcDEB)ypj1^F;HBoLz&EG}+QjacjbMfoHVXS^a-
za!MuD45@9SzDCwPQbM_+^?ThwWP&(C`_gb<OetWpH|4FyJP$2a$^vs#prByZ*^=k&
zoG+-5SunG+l3U&=%uBFmJ1FRZDA6!-^@hp=RvMzB@(vRsAj%z{nBqn(K5=#1z)yJ}
zHMUb<T4>SYn4$+yH%kBnm#RsLRkg!jQO9{KN&CYRX26?VdkfZ*flDw{Pfrg54-fyC
zAlZ}NkbCW2^_VTEqMK~%`>!s&0I8pE)qmz0UlTES+p%~>FZMJv@a>9I7q9Be+i&<q
z;7rZgAbK^qnA*D4@cSJmqkVKX7wpMTeApawn+(HvAdqad3o}=Ai>o2ABpVak_QygU
zi(IsnHvFzwMnN1;DO}jO){mIZmo0jc%p7Jm1_nQmwo9jDEB(u0ROu@2`QSaSD~j5U
zF_S(u+W2<$D!|ige%QDvkFL)@bC|7JTzkOR_HOtq$BoxoXC3UD<|{>R(($ZLK`LsG
zF221|A)rYjH@4G#MeyOdQM6(xUdFw@POn*@_UzMgCngR$IvnI%t?K}=b-sV(V*f>%
z0MYGW-{s=OoLFDB&QdaMX09zRWi;g4t(Fiij)K1H!IdzITGlR0P=vS-4Z=2Ubgldc
znjYcuo-9+8$CV{aDpm7;Jyc<vZL&YajulZVD<P2fvMmAUYxtF^)=#0K5N+-Iis)?<
z<1`VW539cs9w-zpeN%g`u~WSvtKv;<Y2L<0exh&1yN~xaoC{m?oI;@A9*NBzOQ20;
zF#K&`j|4{5ria-siELY@cpXAlv|Bk&xL_@bkRaMlML52nMjf>V%H#L8=Qz^Jr%MSz
zO!gX~SYE%2iU*2<im_?u19JUGN0tyO>~D3ux6+#=drmWV8cHq2{XGuI1spcL=wRES
zYX}f|$*Y8WOm%y*i#jC~KAxiWB)uJdP5IZ`v?5i-h~hH?x6}})FLnuT)&y1U9{zKo
zOuB+xU{jpw4(Y2I^cJUDdrM)L`H>E-;+2Y^MU@ku`j414N@QG8DK)jtor#E*7pd)6
zb(h}tp0B&(Xi)LgNAlV*AMxvHv=)7Um1buP?9Gu<xO^gCV4rciC$!kMLv;?p@hYlf
zT|_s2TwTDrS176Gy-@Att_<1AN4^r->8%f7dGI(fAA!A!@<TD&Y=v|*k-&}q+Rx*4
zdz}q^w#S8j(&=$IoJ`~F6Xm(hZVo9bl!J$C8vgnl>H=jJGU`&IM!C8XNirex*-!8g
zCu=|BDjLVl=Jk3uHLMCKrBF7{h}98a?^iNR)@5S_xccvHtzgYI*Y!IRbOr~rA-fhX
z>2Z*CZ#kWw(?8czBe6V}j+Ukt6mQ}XJ4dW)uadf|{@OJ<T!=X#RQ9nhiwaxkoQ5ct
zJ@onV7bWB}OA(*O6i&yTFAZya{5sBuGzu&S1x8bnJz2e}I=4iTy{^xMtkz9BJc*u?
zHWkKs>vO>K5J5&R@UpbHYpVh~cq@KO!GL&~;nSz>9ZY?((*P@odi$i}h33FsO#Ul_
zzLeKPuCJv?%O*?Fx>wG($)X7fvCRejO+EMc@?cBCFBy?D&kHOOM#PV?97>ZC)G4IX
zf#<}@JaVr%im;%7+D5$kS66e&>1}7>O+IZoq&?8ILJ=1fXw~au(mCx!UKQdd89a_E
z*+NJ;cN^_&JV+8+pQtl8zOcuA|HTSyzYmph5C{ke($dms7Gl-qe@8=>aDyS!SdeUU
zP*tCIFS;jTRVIoe7q=KoQ;4+VKkCq_!0{O(J6U;}i9a<{g`d|Pkf~<rEWzhtJ0Wul
zQ|?8-*izOup55=Tj#;3Hvu@|vS?CWc9t>`N5HBK|{!cK**rOyB@NspRf-j#B->_xR
zM|Z6E;19>35ZswjvKJ~?Dtx<JwLpHi#)9+(m2lvb<nU4PAGVNDH+-BO9wgCEb$v$^
zfjhR+1}r{8N2tBPJaTGk3K)ICL4bb^(Cr?d{k_`0hh%4;uA=LDRcF|b8yei>)!Xjo
zpy!1vJa|rR;d(C0gsSCd%F@?v>X^^HB#o)UpsGeVQs>5|+4s=X?F&bCJG!pZ?f!f<
zwbte9Vvc2DWGUt^J<XUi5p#mTN$%p6%%&rjKez4e-LP_=`FP)&SjDwK$3LM|)26PP
z<0DA9t;$OpDlI)F4Gmso_%a~FrB(KM*KQ3y7kd|IS6J`pDG9tVEh`63&Zp69#P{an
zZ+>US=94ION>JV0o_5e9tXuc5ac57rTe@gyn{U3oU&r_F{huFwW?C7mrA%n~s0L(B
zD|&kqOPN<jfy>5p=$4@W0EOFu^kLYsWq&$*FF-ibi%BRUxNuYv$W#%Gi}murEBvr`
z383d1;Wbwk_f{*>iddxp0qe#rJjC!7$*xOnV99y`Q}8>w*Q%565!!)@evOW0%N84v
zqTbotS*=<f4yB}B_rfpWj<lE!Yn7TYdT#sB=pAp46+CDCY@TTa*tv26JD#s{a&qA9
z{U-Rvwg|RQZ$-L>0%z%u)z!iV6i@U=ijpNM^<5UTv){}LWPSZA!cnhBani(Nn)ijm
zwZtJ|Tuxf$;h0wMxYAtP+{0Dn#>&2U9%P~rdc#*IPt*tjTN2_0^xpy}ZgpBRMzrG}
zi=_5k0T>=0#{9!sC&B?utPY@xFN?<@CNrr98dyJgT!H?vPlL7c+tES$$pb}o;Z7jQ
zXf{JtxcOYL%>1pZ3CeI&Q^myVmaW#|X7_}az41963?Z$KzOr;_VL#zMV@Xdm`;?RG
zDYGqtZ$G%GyuOTgZaD;q_Q9WryDH`53ky5ShVrWm3pwg_2qGl%lW!p_y;e1Xd3%In
zRqJ&NUSHSBsQ50DB8JyN<+axbW}1b$Q4E&gAIuy)De1$@paq*IeJ4~VgrOE&>`Mul
zTejmp+=l}K8Xdj8h_i|JO)M=Vp7+hShQQ|s`1|)yOprTFBqdSwB=YYS90Jf9xZ?&)
z)s>VG6dUy>5IClDSOU{7plN|HEBun5pI<Jt_RAOM-He7gD+G2Zg6R!`5>~|Jd3Dh+
z1B1c1I5~03HUZ^No;VkfTEPf>lZCE|ig!^_Q3K4RaAQo#<BCJ%OTUr_Q3&F}axePk
z#$cxMjn~8Gu`E!7JKa|_@)Yv8a7s)5+y=Kg0e)ToVZ_x9s65K>)T2>g+b>prA!Tg5
z6BzlHJ;4zjXLfSyNWVgO7}^NV+Q<UDJ77%<d(vT39S#XDSMuO&w#yi8ZEcd^bTdkK
z?%ZKwW`;{s_S_%I&1O+b7HYNLp#a0^92#4TTU&@wtq<Yxte=*q994>6$xLqjaCN}2
zfo_DHH$Q$_1B=toVlMftC5#y18UG{It2642k!7ad*w~o&K^)liocGgTPrP0~Q`@n&
zWVOU7%I-a-&EY<#oDQIUCir95R^M8MaJJvuXfY<q^Q`{n7N-|`$?i$A$$$LK1whXZ
zUGQ`!-}VuNd_TD$=q?q8K5eG|mnq1!#iW#3hA3NsLfN@mAsZFFA|OiEOM^2|Qn|Pm
zhWxVoiPk&O@r!p29Iu=gf<#xWSO#+ToD`+yZ)d&VZltH3vU7C&^!YOqq<?xk902a`
zCai;!I_qWgfnmm?$;~RvoSnR^Z{Ri+mYKiyQ+Id2OdtKs4NY#M)V*&L!3BC{r>zS=
z1U|Rr84CLewH<Z<)@6e=4$FTpJ34uVzn0y{w%MmaQ@|;#q@)A_AtNV;H^)&bnt1Kz
zCbH=)Hl`SQe)1&iAdPB^z|HL*FE0(?J$oHrc5WOY)incC1;lT#IjhMKwqrZWlZ(h9
zrR`z$5?y=ymZAj}*!Pf**Cv70$(k^^-T2hH3=Im;(_#9o)Yr;E4rq=keZE%&>mt}6
zij$k-h1$@4^s*h$>YDHVI8*Dh-uW~avD^Brj)ZI4NyKyMfXN|t!4ca%O(T9}%JFva
zU7J2wH3(oxnqInE=^EN8!qZ4yWN_&_XJ4wT$-#nxc;)5g6^z&fsiMY_&~wA(43X`<
zsstv2xT!OIF?8~{jQXF04<8mheibyPjN@BTh8<^G;coa@YfLE$(eo^ljyZ2XYD($-
zIdpo9_h>BOz0Cly{akx*x=VcVyj`S$q7a#<N*s~r2?%Cj&ROKnD{OwTg5)M1q2t+u
z8qx{oQy-O*gNT$uWJ~gH=f@ikXn8ZhV<6&T5Rl;05h;AZ!UB>1ZWON)f;gt8Hn^@#
z=r{IGS|Z9&mJRB)uIk$1(mSp6zD@i%bC;X`c&%jc2lc5e>~?l+rTX$SNj$nov81Ia
zL{AByHpa$b0yDTboa%v4FKCg-^W2yFOj!sB@`;ABGU#7h@7)i)Ozmo4{4u(4#;TG%
zi}x=~AMHR_O?hTIY@(_TQqp&u$7}9<6Tx?hVodSc2}4-krS^vWkd`f;*nF;Ctr=AW
z@<{(FqX4#cpDKF80dbtSm5N3UvG_0dS*sz>tzsDLUtX!z?FTX~{k@l|?uGFuK$8;L
zQ*z}gG(l@QsQTj?l6hCWxXQQr?h=i%eV^`ZsAb6}-=p>KUx6~0(BE}MSFMR)5!pIE
z%blE$aFyM0^iSJ@t5kVom3OeD>p$<iX=y!+d<>?LlMM;GAL~Yso~r6TjmTJ1gx|>_
z3wf*>ANM$(KE^rAj5W9pa2^{%5mATy;?cbY;~3PDa7q3909|tsUj`Q#pL>tQ)BUQb
z`mzKf)$%otc~okgHrF|#PON{GfvLFGyA;Zc0E@cGWW)2_2(t%CuUBksxlAu3Xiy}Z
ztVP@|@wBc-g{{KduY2;f5`9y(uJ?Qw9+W+#y7T>?+Rx4n7=|?}Qnyr%3^y*>w_cu6
zC}L6795%{dY66~;MmY}0#Ui}Z)LsN(EGw$%Fk7hkR~&@d1l?Q8?o_*>ZQ8_Nog2ol
z_raZHmVf*<bzDhWesF3kEFpmmav#W@X6KY@NdB%&7|6$pkwHeslP52Eo1b_nLhKf-
zD<+|}FlUKi+iCf-f&sOdm6mU^h9HN`$b<+P_w~wFO1bsPhGY9Z`49S?jeYFbr0id6
z=oaf8DM?#m+p*g2$(wXW?w$#=-|uY_*x|L9KsBplu9KHErLt-+ZV)j~Y5sub#1{Ac
z{h7zP#P13r{Wf^p50^dp`nncBUP)}_dt|Hu=EB!EAG}w#pW}|$eB#;UV@>VOkO}Hp
zkL*$`*s~?q*Rd!8X*{`jIoBrm-5;#1jio1U+{;U{iYy0KTcW9<o;EnUkM^gE=#Q6V
zjoA;)QzfF_O0NZjT#eMXUg)2>VOm-Rb~UxR$#QC``ZG+5iE?<G{wYBsbXI!$-QyE@
zh>_^26oLC*NL6cLxjRnZrf7I>0F34?e%uNx)T@u3Rn9gQ-aOOI@o@5J4e4URn9M%N
zFR<ieHp}#eD|TYIc~kf|%EwRXcP)t;eTGVNteY>$3rgHx_jDuXWCy2U_sz~GPMN?4
znQ2xP>X^_zR2v|%SA0c_36lxpkocP2us79k#pv}ZAM&REl<7f(PmZ@?`B{qK2k-9S
zeNFa^J76i0`ZC6hI*U*N?h8Bw80G4fYGQ^nIsbf^0FV%TN8=~~OvAQ@wC7!MJ5y)=
zhDLCa`}U*<Dg*rc_qVIPfU`O}F>Q4=+Jd>cz*RXv1Y%~poVGpmjOIaPo;9d~SIMcG
z17G-yDoTR9f4?|az{Q5-nRpesj*OogUID13O_=&d?h)l0?vuR#RXq^1gqK&%H1RvS
z;X|y<FH27|4X+WZ*^Y$+q{gn-tv6xr!VtaIQrp|Hf_jBP=Zj)|7&S-wvs-cyh_>R6
zR4d`NNtHfL{LRyX3qtg7EH3oU_||><d;R^87uu8{KnYS`3)pZ}p+Go2E(9nh$~LIv
zJjw`<cn%8FKcj%Z-luL=L+bU^;ViCmgdkpW>ef5x$RC+5lEqb63SKZWz#o{Op(=x^
z7&h1Wb~HgmzUO8_I^%up5QSx=X|&l<sp#;(idj3QwXJew9c+<3gitNFjXY(3J*C&|
zklEVs+ZRT<nJ)`*R5n?m^t<CZF87$9L^H%5Jzb;=Rg{QIfR23e1hAN0(!U&VS|LWu
zCHkA{3c~4d$|*bJF;VcmC>M{aYT2g&=6T)Bb(liQ!%9UP97d-!xwWFEYVX5o3AM;q
zygm<PTKoH|!f8;LE;V<xeaSIGkt)*bFh;ajU58_uw_4#jsJVH;DZbGnOi5%7Abg}z
zdWe(V`P||IfTmtY{K0yqCHBP+NJp1@;2;7g+kP7yo?N^suskg<?rKa(!I2fUj_?mt
z6A@{Gc(oEFo$l<f^6`-$6+>;n7(S)-pX!7ukVc-Vc5Ao+HW(ppp~rh)B@gpNx0Y%5
z$~zAGrBjc-9uR2>qEZY+YsB}JuY3C#05~d|f1x-71c<t)w^(_MZ$V_scD$-{d;6X8
zu0~nivR@-X(kw^Au3_U`QVX}CyR6V-#n9mSmW+!<@wfdy?{4gBA`UL8Vk8|92tw2`
zj<oBT+7$diFZOBvfqJbG7^vTyFU+ZbINkm)2G`PPE23gI5Ux95B-P1Qo_0NRP3g6x
z;TyBz8U2IgEojtI=V^!bT^+Isv>S?4m*bnpJ$<>BgxCBkm?5e?@YfsEJ+^+(BrT%J
z#>Ij(C4oYCzCu;fk~PI}pL34uzI4zW<qZx9WuoQhCk9-WC=a$6)c<vjw%S|}X**K3
zG)Y1l#-8bTXJ#_S-%iP_5+FWtD`Vchs^*~Zoyh53d`rdc9Qxo_O^;3}w@c|uC6l=1
z^_CGu4G~;VO-q)DQJ20~AYQW$(DC?r5cnAMNp;56Z@MlVy_)?J=HCVn*<g=<8}SUr
z!1e;9WxAFm)rZWu$$hjBAL4Wc9|K6&Fi52n>6B5ZUG6YHA}})i7slDJX4kZ4C#gd4
zsaZbzf4%R8RQ0X8m8g<RSdiHsK;7J#)hm+3kjF#3SRId$z;lm6taqx#%)P{t(nn+b
zkK4U^fYB6$Dyg9)x$Ofvn$-5~8VzKQfTLBwU_=S(I5g0Z1>WG}6BD<)m$ijtu>bwO
z|4+;ny824ggRQldscPF20$Cp=@lSE*)41(lT2KVhh25PwXm2w_JgKw736As?4xW$x
z4-D9c5v9}>X|5&1Z7eZ;GPe#@a?E}>x*dW`@Bh~_!;PM{LD$>U-lcXsuD=}-N=AWe
zHIhlrS<OofDY!nx;oI8b1&xROC~4+h&0=AcsM;1L94D-gtM>GnVzde@fASw(8NK9t
z=zh<1F(Hrr1FV-TS1`g+I?5EBRuj-~?TlCo`q#~I!2==L`dMR~&-(};$wVZw5_Z@P
zf8L|tcmkBE_LA@Zu67#rWCd>5X+<M0+}(}tU4CM9cnF0B2bI%WK_ln|Ku~-j^1D+q
zt7`TiXdVtnHmxwAAToKyiQlJD;QuSA1=Hr_VS%g>0;##Y6oAc#AjvJ-&a4op@%AA>
zoVKhu%BZ&Qfe(0#Aw?={h|<?bfJ-8a!8B;VwvPq@5=vfQ!j1bn<gXjX#dJBo<vjwg
zEQYEUiy7LMDbVK+%hw@s^1N0I;1pTr;=DN-1B#(cqP1is1N#yqjMNtb!3K}PcTDi|
z`*Xf}XWNL_p>53tX&4+pZKu9Av62?kJ$0fN8{&nB^z(1FMd+IHfh$wUq?d);#gc^b
zw*2YcK}lk!#H@+u))-T~vKiJS-4Q^d7GO$zr+q!~ozw9YR?Q5TiPcl-_(y&8vQhTP
zAIW$nm_Vk>w1tvQTGxtWn6|xb0R++^5FjP>SX<lN>fa?82C7ewsUs3$I~2&{gBJXP
z{Hh<bS#ErrZ`!eSMS-C9hu7_Q9d&|PLkw=-U~RC^o$NBtBYGuPA7(#+&u)46m7M(A
z5F1$5ws-HIS-P>#aeo>=lbX$?hUs`Nd3rhL9OVzD|Fe<q{Mmhi-_xK(rOKSP;3LWM
zjIrHanb#lkgLuVW;a=>AIlR3?+oh#BBhdls*9WG5f4@?o7%1pXMu%8!PauzY!-Mbl
zPSCAkT^QGcl~~$~zL6IL<2#%JEYKdhpt@>DL$%>_5tW3B=+v+DvM-C3YnDO4AD;uT
zeS8XQw}AUOuTrWQrpEBHqFVOv=*9DYBa$+49ea1dP_Sh++wRrj!g6JZ)k{M-3tcs2
z2uU2F+m4@9XZ3_h@V`lQ>}gZ$$1_Ub#y*-u7Wq!?!o`O*4iT&B*tn#>8#HO<<;1{r
z@-ac{s#PS*|CZ?!XhYjA=Z2m&s;a<2NX9Dhw_}NNrIO03M|kxdKvJMLvnOFTJ!ANQ
z;$Ik)b<Z!PSzID(iqaP!-?u0!{h;O^|E{L}frSCouKBO0O#qdTT)|R<*h#$L<y-5<
zhwsf}cKh!UBTQefV#^JPix`1zG`^kolmSIFST1VcXNTr#l>M`U7*Mh(82|NcCHO<@
z&&VJ6fiJc=zXq)@2p>s~_obmbY29h(8;F;FPYAM(m>GB$<LRxCKSF!KdStpUz%Tcq
z#u(>jYft`bYd0ZlsSzRYT)JDwUli)CD{5$V|H;Kh4Eo~)V|d8L++&U_r-~7P!*U1E
zJ%B(6vyGyBp^Mc?sb5hgW59ZT9ro9v9(;PS#39jfB$~O=bI{i;%&BK3jURkqR&l-V
z=Y4WgZ$}c&WgaU`2kp3U1Tt>Vj^3z#w%Qi-RVa!j!Azhb5CNa@Kf+D|gQ7K8aDFuw
zB&}+S#BG`M?VW^8bn5(;e>!Bf&HAT%!$vm`HAW;8qK+w8po^&>jNyH9Ljw87U#&@%
zTM8B$$j@^jULUWoFc;tB>cgXfNk)$f2QHhhb)CV+#}2cX;kVy@qE+y0bi{EXFyEde
z#H@My4t%<`0Pteq;zL8j$cQWmj6^P!^}pf#uUk)vh(|6VA=5?E5CqaX*APE*r5=KF
z@5z(M5LdAY5E|5Gr-`q8tn;C+wg34*u{?**H&ja$MnN2SR>zXlDcCn*^Relf7|5Cx
z#C@`}<<BeOa1l4Qw`G9^D<loTMMFbFNOHde(BP8AHOkgA9n>tAbW+2tnL5f>>ahba
z5uFSXM=s{gDMYM^AiG<Ayz}3b`AH}URnDtmN7aR&Y>^>)?e@Z)JdQ?9hGLhsq9mkt
zcgh?5UtH~EpvDnL1!Q~e;p(;BnoV?#dXkB{cT=%U|7i<Fr+uxe?6}@EhJ);X85Dqt
zbC6LC7!b*~oO9?v)+Q+*T+e({FF8&$W_}8_!w1QWdLIozD;)<H+Cx^JE)bQzWBnD}
zc^?C{^`D!>(8fK^gafv0))w;|picre>>1ZNJsU={K<+@g2i_w(GKq!vqut^T2*-dF
z>Q$N-)6_q`k-m*1XmK%qa&q!+!lq~5VeIcN$Ww~W>=9PL%+V2XIEw3p3H%NZfdWq9
zjKN9~3;f1=w2Rs{s9<Lq@|(+jagX_#qN8UOZYg~w#LK-Md2iyR$}Z>bU-^rbHNuR<
zs)}gB4|;`_ZJOwq^yHQHm++7*@E|d5{c}A4BL#4-zLOJ4{PF0I|23g<p{&o)MXw6k
z4Z{4qK`zLLimh!cF?%WXA{^@J^f0dK?;MdhfL$?E0bencVMAmG*A3s-XA{Z5oIxn4
zg8~#6cHfHo#6pC(E8rF5*k#n!iGbu#TNrs5R>-d%RrSHP4DoH4J~dE^h@fm<&C^Db
zv#V1i@7iruzR4Z*buM;hsKJg3J=Dhq8}z*wuYO!(G|{nhWk0uJoZe-ZgqAd+N<wX~
zj&!dHBgC%+0O-tVI?Vd1`B!xgC7?sO)#U?PpO>c#NV53T?$6lo%ctyoOS@_KZ9PZ@
ziAhGBydzHb_%ukm<*Q9qZ(=*xTvRl{%YYy`pIO7+Lc8_)4`#Q^4PAbr8#nNqLqX+u
zDCcD&KQ?66Wyf7W{Ip><@Y}OU<L1j}Y#24yS0MqjBn$iA(wgsorC}LC-DlZQ`S&Uy
zATqgwm(`?uro%TK57~g<KnAlCj!g8l!;9I=h6QC3l1EP0rt<Vx+18+Ladg7CE-W1b
z(ee9DVm|%|2hDq=?IBJ$U8X9n0-6$zYSTFkw%2txfA$Kt)2@4cr2FaXR}3GT`vCQM
zQO=%MBqS`nmkiiWfMb7OM~6y5L7~9y%;uuq^8y(R<cp#H9>;k7b+@ap*=8G;;f`gE
zci}QN$T1tH#?eM}uWmV--d)7i=O_c>2FN4qvf)FHnS=Q!H}ULaL%ndDh{>Am?EMka
zl0!kKfZHk*1ctAW@&^ZkaM>6}eAEdkDR&!$^R8JxvOJtb4Z8Z&Fj}x}kEdeu9BL^^
zpyBLX$*@#&zMgZsA6Fj={C|<ImhFTJJ+D1BXX>eMzKB@17muGk%anKj9e7-D&G>Gz
z;d3e%6bNXJ=QmHxV0TFL(MHiN0`rG?a!cuLneN*tk{`Yw{tAPE)O9Wd*=TMj*O#O-
z^>1+bwl-R*BMv3h8I0)YR2m3Fx~vCViwmK7Ki)Y7^*jU}Z{bSp#6*65*Y@Lv8EPjO
z+{J|Owf_wmBQ=QmT)mKW`RWsBCAc{u1x&BXIv%tjT&1Rn!=v2qYmb=Mj~hwLE__fe
z_62}3+V7^_DKc{NA6{I7AzGa)qJmi#y)pBKBsEAo95fnGQNBL~@s$Xe*Nb26MOeFU
z_jz9N<kerf2qY_kk%>vyo!W|v{q8xN$^z#DBayupd|;K*7V}Ie=n{6)Y*D@u4Hy5O
zDHu#yVAg!2`(JmBNb3tD4jqI*+BBx!6cOhuq#}&=;an@Tso<~vE<Kv{RDvNyYj}!u
zH&tC6*5T}IP_fAx7!~#`<ydqmg1+i*)G-qr4QaCxrmFKmC3;5a&&K~JP>Fd`ur;$)
zcyu3`2u~2%2y4U?=IWD|*_%nZtB3+zQi7FLo5bct{gY%Yvl%CZx1ujoE;DaYQwoGd
zU?s`Q8&VB_eGy1ndKN?vy1A#R`S6+H{yH9yW4!NhoLwarLMoQy?k`2Qtkcm-p=4)g
z5AfeX+wn%GY5<cZ1;FqrIxcSEbZ_AU7#e}hE+<;HfdKR=*7|HIZXt|++N<?d;|t4L
zKf=4}56@4iuTR@gS3IwbAr06byYQ2q*Ox0XD(dR~-rn9H7CbJGM)tlayR$6T=jzr|
zolLuOq`0hqsfd#gQ*(6WfAi)IfSt6pv-0wWGpK&X2wH`@_oA--m$||p+x9vL{vf16
zvP9!NI~46Fx<V8q#x~}7RIo0;=R=%QscC_#Efb=a3)>?*{@okFXFP(j6c?NOsdE6e
zl)Q2sc`sq+yh&4IA-Gr{@akWnH1dNukNkv^-oYa;#vWe-reTp;e`9awoXls&!Ly}W
z3UXjmz&n0ReL?fFZwD+U%bGnT$n5Y7OHoUpF}_{7LM3wa<B5RFA(O{(aq8T(>yF>h
zo8*#SaEnj^nsIGw0f3F#`n%>Q2;SJ8s{r)Q`}RTu;KOmj;&mC1l$xX%zs<{e3J{&F
zBrR|Q_}5*;u{}7@5f3k;_zt|>d<vM=jvMi-)~zQ8pzB_ZFsib>&_6%Tf6)e@-}!M@
zG1BW~Us2@wR0;&Q3ClXv3PbcAIywa|kgGM<p3aAOkCac^D0Y}jtF%0;KUce15F}(|
zP2?a>^|>wcM3p%o4#?Su{VS<Trlw}SUp*7%YQwqfoQcm^@5-@UccH49vX`07Qg=BC
zC(yo-7`SU2-d(X$DZWrz{cJDZH`@BCTC02YPKc{bf8Ub*T;0^koF7LG&Z>BJ_A6N1
z9cyK*bLT1U8_EZH9d*0yBekLOuO>B7Z#_~}W?L;GGfs(p;G%CYzYs~_{+6d*4S@g|
zpNick^kxgkF~c}Sot^307bg`RA|h1S;grJuz{|dIVUOg0=A8vW2RBab>#DK0V~2ga
ze$oW$WpQPWm0%FDO>+6H&}A{?<1*}&laqfd82{7blWn<;_?B~5Kmw^5InkND48rd7
z^<35qMRJuLIGBqc6}NID1{@Vhd+0TaRnmwV=xi~fbXv(poGXcev8aOQO*21)K&$sa
zOe(&4<EUxlh>X(z_Wz1Ptyy1SnU5P}+d!QiECceE41NQ>pB5%2YcvvV!XHK3uJ&3y
z>Jm9!4jSd3u9t`sx_37qFw#dcH1Z?p;aZ&^zJ>&z>x}@XHDJ~D($0<mEVzXBqL<D7
z4aq^s*i;x7z1MCnrKTgVw#G}j;zp(@&kQ{F7dzJw6@G0QpXtD6R_I>MV0hE77va9u
zX)%&s^Uglh86cFY42HE16~utR1pw-VXgLFiI}3M4$10yh6*<^#H*}n$nAz}+V<!!#
z_Z-7#a&GT8#o`;H>6wuToCh=5&#&&dFBuY>JfXr}3&sbl5Ud<0^N2b0d`}-M1G>Tt
z4#}}vSN;@_^EG+TiDF}Hu=T@3z*L%&7QQd&vM03tPN<icK`(l7O_YCAqzJ=OH#HC6
zx7N6w=598FA)qP&Oa|=sZL7A&66&REJ4Gy?X2v3DjRl{Eou_AKkq9ox%9o%v%~9R|
zB$C$UwLk}wTvY_{MLyQo*Y_UbOJrL=20G?IoYK?<`zp*}p)G8*!ur$l(l0qe6{E*V
zO6J|<k2VDj213J4d6})g1-_Wr5A5k#8z`%faFKnVX-&N!+WL69qHQ7c1&mxc@BuYg
zp;Cs%#>hGm5fO4z(_0SkH_A(PA@X+zVkJbK_vvCebW_qzekFbnEMHmVm4O+)*P7E$
zo%!Sk_ct}hW91BtD%H(lt||Ah)x%)#?g{(vn~_EEXq-<SJ(L~?2rns%xVZSPP^_Vp
zT;HV)d+gGKFruya;9p;Dv<@pFp%>ljvYss1r-*m=EK?W^{Zv&xV9FElzA!4e{K2$t
zyev2KjtLV0A5y;?oIO3ss4qZjs?u)|ucAVr$I%sB_fmqM=D|2C4~wSPg+@@E6lkE6
zQ9=yMHaE?pV`AVSRn^sZEQEP^2|my)9$fzVOdV#wnw{!8ed5>XS^?Om>eElp#?-Y6
zv$Tr$x39L~D1@xli*IhEMX|p9)|*FNn%dQ54vCay6zJ=*(XUmPW$j<{{^kNq((~wr
z9A8K@oYXWRK6|aoxUAK+f{mAf14<zO7X^B74qM}X!^7%MwK~sPKVo--DDvnW!w^e8
z@>Wz+WVA+i%unLf{}+q(pJ>7c=z@SmH<ZpgwARwOGaXXNQI8;j!^>=&4LYk~AX&c0
z+%3qykg{?WI<l<;Cg{0cenG{g^RS7}^{r*$<_XaY<)``C{l|@8e7m*WGz>S%IjS)Q
z_EnqgU+vzxuLhUgc9-@$(M?Q=({W+Gx&DCx6_6{#DpsK(k`^ame@4>D*Q(^!n0t>J
z2n}p%lKj-n`I{u0s$xx-qf@+T40YNY9nxjkS@>Pj+?k&hOkonL4WF3|i3Ocps_j_y
zM_so6@TbK0*){(k(%u5D>9*e=M-Wj|P(kSsX+cVm8W@D+gwd&VcSwt<NJ~pjax~Hn
zqS7VZ-He9Oga0+-e(vX-=bUrDet%xZoZA@RUGc8Z=gO0Ef#qi071ytzqS+Jo+Ld98
zJ*FHQ6?qS0oIHPi4wji-BS#$%|3Jhif$Uew8dI{ydX9<9Siu_?7V@Mq&N2QyF6nog
zRZf;uC>RuS(~bi4Bt+_-kz;{Y&Tl{~9buM&KauB#C)dtnpwnZkJR?J}?4_!!!+;Us
zo3Hy?E6&OJIi#xWNm1eZ_SG_)Q<XToSf*BilYvWM>DyI-u2NjaekQCM?pomG!v}gW
zt-r*(O=fktJ+D?`b`x{anBeX=9!$FPsN|?|na06S=9n-$H`Y{M)%xpxGhRBS@t4BX
zFNG67oH0t>5bJ&r4Z8i#F%t?BPCWQ4rp0M0rJ6r@S^4VO4xIuq6Z`PBdkfDBva|5>
z2Ptgb0vc|paWn7_PIX<d*8iE#QdYj*#?5w1hSs^L6qdS%HpG8@jmzoI2+P<OF8w|!
z1q}@$MN{7pNRT{h`bb^jpG^8*UAg~#+a24n%UwAY>2|B#BQ3i5qKsZ}zwbE}u_Xy#
zgTBT5fS-Wc>+^9P7am<xWZautL!)HEh<o>68<d78Gr#D{Z&`)v<de+K&fcEANaB{f
zMm%N>vP9UU=Hu|!T}Tij@=vxI>!tk}4QcO@$DBh;3|g)Y!8J<4(+aN7i@IK{aUQ2C
zsQwerN*<>^h>Ke5yU#;%w$*TXb3cy2<i>`%uN&8rO?@K6TS{M^B+*0UP4Vksjr87z
zWs2e!sj+#V`4TV<ug#%c@0@xSPs}FDIK41l?0nDFWG1;ta7DoP`HoQv`r%Al0QSRQ
zS*=btf)~wBc0$huYAH0>u4GZ8A#Vy^&{omrc0#*FWFq_lKfW{ywgU}Krl<}eVmeGY
znw#I{vl`<!J$6J6B&aq5@Nb`^RdE9}N`#|VjkjtxJP4z8Jq19y9iR0?U=xiOCDxCj
zq4#d<6_Vh5nNpMPWT_1wD66HVB`Fov)x(O)O2N6r<NoQPAyQyt+!-i(xi#|znUr*U
zcki87@I!fdf`yJal9!Xcy*|^^)1OD9qoVW%a@50Tf_LY0)6*G0_xTJW#X(QQ??Z91
zvDmu!lmvJ{d;V%=UZBQ_iF_TOo_b!na^=l<?Wa#zB_$=^`&3j^HWgYg%JMTZ9;y$2
zf0C5akY_A(c(@PED(S6u*}*ovMMCl`@0B?w@3)88+jIIhV!C3yy99mv_N{{c9*?~c
z**KiraEwP&=n(9R^~(;037uS;LTPqh_`#z6BbkMTHz1H&UBqC2zjzQNa+D?X^gbu&
zD;VOd?y8K0P-H{|)(-^u46V$}zApD7V5JFx>(H3{>oJ)LCnv|SUMEFj6DMfm&zP6@
z%E}k`eQTzsa+U7KD!(&cSI{^cvMW$n8#L`SA|WBDprGI(0TVP)cGM|W-b>J2;Iev<
z@Zrt7fXZxaiV#<{CN=UIQ$%KA`4Zf}lW(w1{4m2Q?1JWxPYU;5v*HAYKXmeD8Ij69
z{hjB!^jLc6-BpUs-Cn5gNg2d#?|D}uB>eQ2+3QUr(7D9(cyw|mJ<baBgypQ=uh~c_
zlhfC~qvL^6o?BcrzwzMr5)*3GDVJly_*L9S&VS$Rn3ESFnW9cW7jEYo9~-r(sMWl0
zGD<j4+D24E9>QT|nP@64c66if>HgG>hUepzjxU%lKJjyCc64x<S`<AKz`Q&NhkY|D
zN~*1;9t3XT=`_vh?aj-<4nKZ}KWc@1vwS>pN!!_E^06A(m#4R0V%H6U({}$J9gE=k
zAERS$OG`^X*vbZJw}Hy!z~#{FWM=PK+FzkQ;{h$0z@Ew4{gROHg>RD8?Rm|G-cn$u
z;#+bb7=x22XfE5+gZ*XSr}nALQ=ArS#Mai<=fy*VJ*Kizsv&4nr;lqfY;&vs$B$Pz
zIc!)X`%GXRJ0R%o>$`6{Jp7D*z2TNyWw4v4ktyQY?B}Sp`x682I!gw{*f^+5IBG6x
zYHLr`46OC_h`#O;Jt{TYI-S;xe(q$e(rn95bOg(oz5F!y^uA+Y$llNggEH7Al}=J;
zzH5kE6ID~eURud@{otk@Rgn-qV*$_oA9%5mF5?~~$>n<6sJ;(t4q0RaO{!)p9JLjM
zAG;$|77-X9CxOBT91HVRr;S0H0YlD8ZD$*IqOK?84Hp^DPW#d{ej^mkk#foWYF5&?
zt0jJBU#-U=rTD$&W9Dn<=Ysc(>K|UyelPJT*ZQ`0muJ4!DVFV^Et+1+HWI$-<ljev
zvO-L)r3769SA`Q|clGo&4e}%2$2)t^CH4`|jaqpl!C@9}jm1`{8$sFkONl0G_rwSK
zLb$q|{!XXeJbP1?`T~Sz<MQ>WxPpY4P?iD^pyPpoC0r^e?*jd$_tTP*3hHdld0DTC
zlWN86b6HBB+`w&?p4q>lCU&kr%}LECmbK@g>6BO}{kuqlQ|uAWq=~3lzu@5ZnBCLY
zsV&?oAkUKZnssQq@b-IbrK?9t%=pZ#Z9e_v0wme}_z`{Bug{wlv}c%{+cr)Jxa}Cy
zl3CESqn@mE-EHGf13XZ`_S8vedoZUvHD}DQjdpk~HsYo{NN%XIu@0u@SY*EmK4%%N
zOV3SF)e#Kj8eSH2fVqY&ordh#GBg!$p>en{c^L}<F8NP}Bv_a8dQx@T>snQ*ug6gT
zO&4}}<~|z)kj=>yPT=Zrij;cjn8TKZTq~Kan=M*@<GC~P732K%n0`<IVFK$s@w2<7
zo8HkANus54a}qCVJYA|L7DTBk|K<;b64-HQ1n0av`hMB23d5hL1>O0#3hC4oRQ((6
zEZ3DBg4+%j(s4|vY|Is@L&?~))!v!8=@Gf|9`dSb)ZX8$%__KvYbbCjQl0+}9?1G^
zd6;yvetK#37?u3;9_L~Y$a^QJV*If`O9cTCUUN{$+j9$yT2U(wGjq-x3A^sfxqlFe
z=4uyKz;^)e5F1yP$axg9E{}`eK=Smi+plJek%>QZdB?~t_HP=;fYISAhg3|cn*(d|
zn=kGoPX6S%e^?G69^F3cY|usRaE5-6R7q49m$$c!2zBnZyPAw|t=a|<Mf<T$a9eD|
z{^}%qL+iU3GG2+)ZwDrzQ0m%bZTPVblEzxDJYH9O>n>Zi+6Am7E9$Q@qG;Gx!#s2o
z^ix(Q{~n?H?yb$;{!4=aak}RKdaI@kpZ+a_{48Mrhctm-y&h!!nt!5q{|C6NG@!2A
zi@Y1U(*iY9902+G*a)JQtaoHD*Mo0<HdepSV%>X6ME2lcZ**ayV<f`fB02tvwUfEx
zLj42i_kC|P#r;gxBD?obok!y5{g`k6r$GG)5(1*6FWK9;iN!Bf<<egKtj75690rzM
z!d4)@Ek)E8_$EL=X|=v?1)u3)P$x6qoVBUbNjeC0a>&FS{LBjueom7Bjg$MpVayTa
zVD2hn8Yi25r-uHFtFMoe*pB|eLyDfYc@+c1#@_^}1?to=?AM2YWV^^?3m~*teIkrt
zSyr-OieCNN*_m)%|9wBmqmkMX)Gu^M9DBoJBZfUc(WHF4H)O{MJ@>|fsSGD7CI4Z7
zsS0Xo<96UxoMGH_6Q<mw|0$a8aDQ$Q6GL`eSH}h9^ncE#b8OZk5P09deS1;H!Oq^0
zqh7?=K(*Ya3Di=2P!e_^KLpxkT-UcYGsAah0ljmUR#xz<a)G#aa=3%D@jICAbPW3O
z_6-bNm~eJ*_%d(zcDyz@8Qaj%(0jjIZ?Gr<G$8@KKtkbgLIq-2UING|PuuWgVWp&`
zkWx}!sq$bggR$;|_OH*>)yeo90bpTZU;sOqA{*#{94|}0-##D@Li4X1^d5P7ij1<n
zA0A<eJnn6e;Q<ojg`Y2(1!@^cRtk%Xx_f$VaP28sA;gY)r>1C+j*h-s#RWRCf+kd$
zY<g1|91ibUGjQ-~O||WkT{9>f1>I~Y5ANlt3c0wsc{7u==rgvNxa?~avuS0R3$Yx|
zKfCYB8Jd&va-XB=8Ei?&h$mBYes1nLIGD^^%2x>qJyiqUg?lR#(s|YsO5)$<nDqj~
zud(*q@v}KrUvf`RwtHFFl!8A3tHWAgSV<#N<Q9*7Bq}auUE!C<{_`oO);^BN!qh2+
zwgiQQq-1B`UE#=UmyR;TRM2E+2N0$|VDX|@b_v9#!4u0|m}?1Vfe?frqW1R@t6OQz
z($C$Y{gh$1dpM?hlRT+$B3dORB*N@YSbt^OY4dL8CW?|Wcj>RHnGi>}MHbGcWMxs#
z-m!5lUK_mEfIFPB<`}N_6VR}%U$<<#L#KU_HGkj+8QnpB>Dt=b3mS{IG&*<GfmZ<x
z1XY{6b1KY0bCU`@PZzTuC;#tfmvg~|mMV}l#FS#xzM7-f2hbXz<=e9#$*ZE)h*wB^
z@2H9^U^hL=IC=dy-ePJ-6H3ow_#Z$Cw)0g!K0XPLQ|MoD_82rM=)l|i$ANahT9O)H
z)Qq%@kNEFp=LMHr3Y+P=URU2)SRRpILnM^XELIT_?!`}f=?g5V9<3X7VlwRq*oxVr
za#XWm;Z+vGot(b8a+0-Q?mT8oX|Ah5!L{(86YWfBb_1aVvv;Vi$k_e>>vbHX`)U1u
z<=H_GK742PXy!;8KLt9XP0?op<O;+%OqptcP}y=DWla%Tuz@Ul*V)vP+S@kXv082z
zIJB$fb)CCZ7_sVMixuLjhr)&v{)EWL$4`<%xV?7<r#KD@f?Zw-=n)z@c;OqR1C$3=
zqL&iisjb{W({W>m)%ryjo>JH*Zi>kw4Md-Cf-h?4)4&?BRvieqQ^(xE1mAfYz`~{e
zZ)x@q>2v9hd65kjAH>cTUO)y)V?R^YBh*Bwk6e1Xrq3Oz50@8`Lwj2n(<GZEn7ddB
z&_C({@=n0>N6L?GTDS~f6FZl60WD9AOB^|0Zx$3E&~Jt-ZFcSvcCng~QZd$HQD?)4
z%KwyT7ZVIybpqBBzyTnk^ssQ0m*uV=<d?<+0_=TrbfR(lEYDmE{*O$%eqGx=tXo=X
zQZ*mFBJ+ho3G&}kS<5*GjTCaq@@$~?vXpV&y_!xY-0pq*!n<^eVix05F@XS%UZdsK
z%lESVH*ngldQ){kjTYVb-+~rTjVnmlB~_ky=)Jv&P25$^cdp^NxHb!U8&RF6?YHA6
zL*s&<fakbSn4?FwaI;e;Bk(BMm5p7O{H1Qc+MBS}>Nl-yne9&u^%dM{VvF!U7SJZS
za@pVhPuQaKFKi)ScTKs$PiW&ca`VL+b^!1lF=_R=5j`(PHD)U^45Z<An8}d{y&mHO
zItv(1vtNp|MdFq{zV=4SQ0JiH`}#!9rhO4pBpJ~oEENx-Bv;#I(IZfO7V!n-TBI+5
zx~+9QLPWqH)#v|8WVVQS+TUV-jJgv-?{E%uXai2b{$pk3t9LG2+bZA2I4+l<Hw2pu
z$9Bfx;kU}jeqoHjU|^dIJI-akX??jp6&`-{7F5Qbl?1<Obq9YQ9LHv1S5eDn=&YV*
z<^xUW((70$V?#Qk<$udYjO1|0|5hazcq{j{9r84zZ3If7qCwRGQB2g&0#A>}3C8wC
zeQ(?|?p-6%Z>UzhN=L^%@&6y){1zjbrQY#baw`iIjP$x{gxe*K#|<SYfa94eT#ESS
zDdU(If5eT)M!0Nt5N&xpKf55e(hmf#o&=W-LZ(*Q|A0!O?nD`uXn>H2`a7V@l-)f4
zqKEs6PX2?LZJcCgkeQ1jzC>c5F{G^gb`Tj<Uelm=DJLYc6(jrncNp>?uu88fQ`c}2
zrjTxnr@+o)^n#1Q`LJ<<hm%@eg5yK3<xrmt??HlnJrjc~4STC!Cc##l=_(6eJ#$F@
z-tgOm1fe^P*RrV+ggECYUw6a>0d@X9OA-2^sD!Wf=Xu#g?2E(lR(NcZy56^-gi0Z&
z)L(}<KWIPqck0O!6+dQEU<Kl`LKqw7pw#23aB0kOlai88JVAjE0r1A2i}3Ni1D*Qc
zqu6w+`8QonOfG_?*Nd`_mX>;qrm^AX>dGlBOzCtCPIzdK<uwN-kG0kPeSM!kf4=r=
z<IVWk7$w(UdV2boXl&na-k7qXQ4O|R;Ba-(&Dy#;8c^2{a1Ar_L$DW3c}Pm)fip0M
z*6y;hJ_DJFmo)57kkJ;s0?do?7<ay*mtq-|zk2oR(#8hf)bUqQetuG?V*n+T)}hJF
z$>rtzHi66CaB%tqPSc~*!gHlCevI~!n*bW<(MsJg>Wudb4ZU94D_~@fc?vErZbnuX
zXsQ8TR9RV>6clG+fip@|N=kV3RxuLIE&{lpUtBmN42og41=fCCkfZRr{LXj*p0v@H
zrPBydju$h+A|ylsJTC8zua#xJ6Ez=_wb(*p*uISpl6<7?D@qWQzxqU_*hLxul!M*^
zryQM1&doB1btqrlRZJ0}tYWH$*LF0-exbeC3b7pMX3TDUJ9}i;_+J9cJ2*{1!2d0<
zWaeK>V+AU$n1LOT4Z(H2?)Avf=&$YxWGK!fr5WoxkdT6@*;mZ{@dEaYX-zM<>wx?f
z0jX6|z8biZ8T*8r6ixMX<H+U8GgfeZhRphw+q&dU4TY~KLu%%own2=%UA8XV#?_=W
zG|=I#(8a^%cxpuYd<8LyK}hN1Dh8oUGYzLVK$0z8#8NLm;ypT3de5!2>0>!MI{Hmy
zC`v~BU}ft}4*`yN_>iJ*-(Q&U+J65`u`_3l*zb%)16Xb0dU37qK>?flxfVzx(EC7<
z>f=T(UMKcZmOid@$vpq$^T9sP4smD8NfOoV<>rS{N_zW5=%f@|7t98n@E;Ih>P&er
zAf#74L3drylmsIblA8F~gpJDsG4(~)4iHwY%7i|{A1C0UOb}DE*-1&~Fs@MX1`u2y
zY*M9zGEbWcLf=^(ivk3)e9<_{37?k$IWC_^C@Qu%VovADNbQ(k`#Q(oS$1VuzJsZ2
z#vi^hK&uBIT-WkDj1>3YUmk)#26cmGC`6_{I5jQZ3^65C{Ww7vMZF&^6s*4{V}7TR
zGGsB|ow}jZ?qofQ@c!MM%Hw;WYy5g@-CGL;tmCsttzwbuR)@!z!1Q84QAbd{2xcVK
zkN*Cfdm8r?Sf_8Kh%thKl{-3Y`{4Kpn=t>kzv}MrMd};rqCTR}KYDL|Y*X=WRMn_8
za_zqQW;BOX*bJ*EC??M2SONORs3Zl^t_k9~>m2zBuIK<4A*bYOJ&+6Q+arFmD*UeZ
zpshWj1!6NW7;+$N-3aOjpA)a0q!_Q(k2cy-_f;mmMgrxe;SLP2uD8bNLx^7a;r{+t
z^yf6#c+3jEDC$t}s?=%S4Y0rM_nNUSP($pTGJ{L_nNgvWbpJm^DjstG4@gA{C?d_e
zMH1nKKqI*%?Dfq0mlq{`^o|QOcEH^(a!E>1gpV6Ft&H@?MwC=K@via-SqR+fV`m9C
z^(JlC=Ef<FCuRCkc=;8^f8tosoxdCMUiR-5A5w}y97$(oQhA^)teIkG#>?W{e8tM7
z@==`K0yLuNfZH-EuX?I5>p<i)rvC2dCPVc%aV3m?KY6~{ECZTxrQXQrLo|iQldC_C
z8kZSowu!Tz+Ze~p=l%P@vi}LFT!g>ROXVg6DoFQ(D}2T`IrSesM(Hg)e%_hp7x_p`
z>hF<Q`s?S<6%FM3eh@-m5^;2=Owg?%yW_TJLaJ^6qS({OXxhPB$2;|pO+mT^6;k7)
z&5pS5AK1(f{&Q00gd*qbZd6A{SmEYW8sSgOk_U?E!W><r*BP?k^CEA_v+^*$#?so6
z`4R@nb$!utVc<0SCqw|=D5wHFe-5m*%*@R1&)VetW&T;`1aafJt+*nS>sd4&^aWCn
z|LUH=8^~7JpbT2!-6dfZmRkDNG68`~c(cqY5{qfPz;qFtvttE-oipp+K;ud{PpuxE
zG~c73`}o&Gt$=;00E6LR0havOv4js9K=ex}QZTcj5)2IH@VK;ca8TUVY-aLhELvB3
z<$OyLk@4?t8KG}lP5<;hm?KhP15t?*4&8tOp4{GhDWIH=!+rYgL(yl-H{;H_M6T=w
z%2&0AwF-}IqUX0z?8>;F1=#$K4kMUPXo|ubF|Yk!+aFvfdq_qmWdc$uW9;l8AD*uu
zR-mq>{2nh)=cA24hX=u`B~2eK9i9H_#yI>3sM{+}G;MJ6*ub5DA8g8kmIzp!Lp+$u
zxbOQ(vsE|1`2ep@?|?eE|2i1xaIX9eBg||~ZaA4Kb{4q_-3NpBB1n3f!#WH6><DUx
zbERVNCWWt0;$iwA{KD8jyRu+~G~s}50o#-GQm;W*ob8+9-fV5x+X^+9sQuagyKJ*&
z|5LW<BD?rsAQGF$wfO8oWP=}3Ee9{ye7!$*#AZi<v$3^-d6)>HxE0V)yhaQvvzC@N
z(S)Gn+3{1J%_w8l?{aKlOK<_r-ZxO+Y*nKamH{f|wZJD%i5D3exj0V}IIHv0r~@dy
zAp`QT<M+(|EOFWDqby_m@t4pn{QCm-3t#jKQe{^?v$B$bh>!IQpdMRI+QYTEt(RXD
z7sH3)V^+@3Mc)c`A;GCaO{$ib>_8#GT00JBYx8zB>Po!&=o<gJ>9xOf^~ty4!}6`o
z7eN)I<cWI@sHCe0M}mK^uKqk~GAtj=g{j++;WUH)26B5jn_axJ4VVJ$jWf5bU9d|C
zUptI(X|cj+`g_8JOQP!)1|&{S>w%>9Ihg##2m6bB)|mW74<>(sCZ%$!kK%Eu`=dL_
z?ko6*XGnSxzOW!|zV|fyf9Z(O^RpuYWdFxDxQ3vcu4IleIH}!x5S&=Fw6=D&%JTp4
z#um<uHzs^$vo?e`yyTsco+Spi)gSn<sW)=_;eD>)zd{jW{FG}I<Q#>KNEGEEvMz<N
zmckcs_Vl65gj_1dKBZ7!d|sg!d{tXS+gRe;AHKA6zp(vkP)_mnB{tsyoj03$?L|@|
ze3w620QEx0=*nYZulH6Zv9;2RyN8bZ$I9Z$WsaR2?sbdK0&-_ZC-S~PN~34j{v1Lj
z6ve$aF)^{^`?{s2Wht7u03<^h*gcrX3Jqm;C%fRH`C#m%8V(K&<Q?>w+1NZQDk_pH
zvo<yDK0+Z=HhLS@jUeJ;BAathAmZn-&smNXv$*DgBcX|a?87uZfpqmR&VR49hrlFm
zHK1FzPuB-vVyQtD-Ei<0l1J%VId0AB=rsV?sRF%TY6*jKjb$K)wvs*`g%=B7SbPF$
zFtfA_N(^XdXecglQ-^L1!ojQg`CS4k9z)<0yShXGmivDEplwMwB?dX2QP9KJaO{{E
zekY74Gm(yN)<zy_YV!2-zHYoR8*$GMQK|v0-lNnwesw5<@fI;Y)0v_OMbhWoefdPi
zC$xu(*@t8B)W~qN!#+4r_)-QrMoS$R+R5~rY7UU*_Zn*gyaVuuJ9no)Q1v9;@l_HX
zWfM9)QBzs{yn8yWpJk>dfcqgM@q|P^qbW&?O^9ADF|^hE^2$*}i?j2?+82HbSU<mL
z2SpNI+WJF;W=&i&+b<-<PzHWfcQBDS-<%X9ZhSmu@lquT{H>BcfB3qEX;{V3vvqhI
ztNd#rY~1Ja7ha%lt}HEmpuc+MN=8i$WZEg6t%lB}ELCzfzZ+OZ$pW#l+2JVSIJdcI
zyYvAVYpAXX07Uuk*%L`n5jh@G6_)zoW9-%yZfv?vQx%Si$Ox(kHRq=cF7**RY|tB%
z>Fm?m5!iD;5l>2<czR7Nn3+KsD0~BwL>b6^b{O{F+wkWQG08s-1LiViu8)D8HuUo4
z%ToC}6*_wN?GkTj<Bfw4aj(C(H>I$UTdETnNt~qUE4`qFNX<IaxAJK9)whD{;vW^E
zevQ*w1HF&E>g2~y=Od1d^=Iw7GE<TMsb0>7iSqIAp4^a{+Q#?M=##jr;>?zWd4-x4
zsNYC*gf5!JGq8-UEyI>$k04)cP_?Y7CWJ|JV6AIBk$b`7WNzOp*^#H?XiK*msTQN_
zvPqt6o~gBEeF<s0`%(JTC|bX%pN1wZ))jm>_l1RX0Kk^&`SIgf&xW11`_~&Oug-zc
zv!bUu_4Ll6qDUQk;^YQYfQ*QvpQrvt3;n{yw!*>@5%s*5&Pb^WMd;lI&x7q_w0a~Q
z=_=h%GM<MxFs4awZ3uGppO?rhpxNZ1+M(ys3z>KH@;6k>JERmsMZ}X7Fj3HCAm*xr
zA$x+>dXNUs7ZK}6vqq~0qegaA4wZ>|A>dxa6g53WVi*t0UdcdsevS6_F#}T++12w(
z0|TsHx3+Q^_JSMD4n3mov;|&pj~XG*D)jd~jZhP5s*QE^Kl8S(q)8S`Ft;}>I*FPL
zHI%?nd1zT;$(qX=Jzr!X^rOsOL<WV-R#FTTj1CLCk(mT5JP8A~!4bA%$2+Kg^CTY`
zjT_%F_Tg(#ruK8_zM|YwRn0c)qLysU8ZMGNT``kvZC!df&rq3`KO9<UwQQ~+C!kw>
z=S(SD#oT$(O0soiyh5`-t)DgbVurcfwy~eltpA!EYi_d*c5byw<u;#Wa5j4xdnDeM
zm$KKef6WhSHRnNXiOBGvs{Bb4C4pBYdwc7S>GAAs^A=UZF===6D=XNmsGP=-&9+o`
z@m?W6f@;2>U&7B^#^obX4*8jZg^AS4>toZ;#A2$FvK8Xu2Au}=tnGvHHq308>1g+z
zidTQ6SIU{Qrc~8x4)W<zcuba7=v>Whfw#o?y&GUHvC8YRLbO?j#pY@C+By!aEN^q<
z<X*uN0Q~^Zk#;TaWTvGt994cKe!QN(_*~jury(?ZHr6iD+oIcPT(y0%{F>bZ2p()^
zhmIg`>!B-Sv2I&o@$|GW@5?S#!>)FNIxoXCKH(Ef^{DyB4yM7D>PMXkqmGNS)+R=`
zj~AnqqmEF`3GjXTJuS{8kKD**fsfbVhU!N<6lYqx$CJ9fS|<09=)2fAU6(Es<}Tqy
z8Jc$0=DO~MI^T@%s<p;#JsByoHsAATD@^6^f*#f9_RKg8G$~6(IvneAMB>nLs5z~|
zM$gT)Z*G1Dl@Rn&U_Udnb~ZZvbsazGrt7%LeVaTmQVD;fVwg5UbDWpuyk^H$xT_<;
zm4$|$2xd!tZB?wJu3ID@@9Uk@GkCaOEwWv??sh2Balx2p0zvmINwV%B!^)zDYkJZ*
zSm(#(kh<u8`WK(t^ELN%(}Hu&%X!MqqI-IsjUPy<DKe~~LyKEtjJadqZ`dikZ$Dnf
z`}J0yiGgq2)5zrcamy~HcEybMtm!Nxi-HKsHrFEuk#jXVyQ<Fq;7Bt8wSCNHJBf|o
z5S061<x4a{MwLjB$e7A_I?dR&PinYNSYJWOBj+)%5^_F+(lL`K=8@~50<1)iKw2i;
zUDxgQ&b$Qjfwb<iE-pmiA~7rD#a{y+D@1u0wd@btr|x(i@*HNtpcmgD(jE4?PGxD(
z^)x1X&7qXyAIC~d1#4bTS|c+>t97a>DSEBWMq0Sg$g|TZE0<jw)ai17!24@9lLL*p
zM?2bHc>`Gk#iNOdg1KkABVIk-1u3RwC6U8ol_^B)xgcG0ITtBgxAy(hZg0NK9p3~Y
zkyr80{S?038H-A+XlM|p5^|Ca>l+=-26Hy#PHV#B=J8!hS--Aqemh4kSSQa1_L00}
z|3gZWKZEmoJumgsuJ3zsT{1z^Y!ArWzVAh{_u6wZ)IO!GtJtN09CfDzv-7MB-$=R9
z7RdO;xq?}23^cR<`SsEQ{ERtFcnmFxG2NRFYL^ca-fX~YKceP7(RZ-DDL(VlwP(7$
zJtE0Nvn+(3Y%#NY7G~sARJk#KEMm_zy_DI4c`^$>O%E6Xh;CT8`dZo7=IK=?ytK46
zcx{}}C2!%c=WqY|W>dE@JFYigVIpPVx+qTy58;WQao28<rRJpTg3Um<&vl;5x5v-g
zMR#N$&oPXaq9#R-tYZng^3BeMr*f#>QS~OrWtN(Fgp?hwcARwJo7Uq<st&>}G>?{P
z3`GS<3;5a5t4Nu7EKX`7P`ZoxdgW_0A((nd#5AbXc;ZJCE3jMo<htQvkT(~V=!24U
z?%;&DzBn8bO8<+^3C^8$Dbp3xypgtcGpQ2-`@!_fyIYsEN!91ik0b5{%9_s|i0uh^
zp7`HCs*erM-H}WS(bd)@!?JsQ>G7}c_T|Ye6k@0(FnrV<=OYn`GuIOmayArdmw38q
zD%Epbr!i`v|J|)lFaa%Z?KK&yFQh_%rHWfkfc2&4TObJu3DIfC#(vwPW^5aw?>GFn
ziX0r*jvp>OV@|c<k9W{)D<r<iMu=1YoO6B~M+6S_tn(5d%lzJGHCp<*{(0*fj`u6J
zwy<LE!J*mjwS2s)Oh}e)Te)0>Z0hJhfUERCZR%KQ!O%`3Ghx{ZOLxIoGw(Q;KG!;f
zu^HI5+$vrDIqt&kd3pB?W^K535n^YF90g5{6fZ`dM%L`Lp_zF*6|2w!TPDF^3Ka3N
z^%iQ*z{{Vb4apZnIIF{0K(bO!@<JMth7?-XbIwZq3WLQ8zvMI&h>3MyX6OhBX;alk
z$JA9QL&NPK)x4Y=BTv@Z+qq-x_`*(wcm8f&VSCeQ1Y4u~3Uq6+qu7?C-%+Qvqx?Y$
zXIiwct~{A@x~J_5iJ;ds(N#)n$JA=?Z;QMhrYdPS$@UP3Qn(@qLhACACq8wN3-?&G
zG_*Mf5e{H$1BH3ClECg$sSc^h*xlbZcNN^~IS1n6Svffo^Z;j?K7UR-Zws*HEf0u@
zNFFFRVjM3`PJSH6XX#%{Lq^t}CKDZIH90htag~BE=e<zBZ&`3K0VsQv(x`k+Bjm(p
zxC%tzZbIDf@NjZ+@}qXX&=c@6lv)hmK=1D?c9~mPu$c~nP~6JuYG5r5C1u~L#WtQ~
zS#hxm`Uus%4=z<v;>`R{gzbIP(!#<*7ASL4W&4$hGn0#jqE`v-ohkAu9NU6N0bos6
zAmg_a&`=(&#uen2-VbA2F^vHq28Avc3ZZuR3|gR}shN`RQ~!Kqs3r$-Fl09jXJm|u
zK9DYkkD~5FAh{UKw!Vu{)7eM3Q|#;A>@7D|gf#4=Ccb+&*EQoC&GPoK;MRbqqT8|Y
z>6{8AAy(}f^J@D}<Kq{a*64*Nj(w3i2m9{p(5>xE(a7lN{Fm0-<s@+Dyv7=Po<-uq
zgyp*1LaAjFhb5~vQb$2N&wbPO329);-&)Nb3td^Oc0*k$Tg9E8#tNsj^hCX`5HZ{t
zr~1I5rbqm1{%p36#TU(|9TbjTEqY|kh<C^6R`?|3{6`}r+s5u~Ba#Iwc8=nYE@!*A
zRMbKXgL_(vSnEZrO8ZmTHXXlrJ9czyCZs<9nBG20C$w6#=ME)-xu@qcjv~-Ci)CT<
zj)jR|r$67ib!!fgCmo%8@GfHuNE)lxdhgkEP>0ZUjujU5WB-uBH9kI3QTYAfgQ0{R
z#M4vnhqNP&W6k}AIVM8yI~cAv*38Lv@WS<>s?cd0wfg7Jq722o9wp>g#A-lW8mIM^
zprK=E&pP1c&+Qy;Gwuy-lia#R&)%<_rItE22xBIecJ=5m^wQAM3OucZbURJ}Jh`R`
zID7YY!aB6Ti-UtB+Hy3|jo`aZ#;nd87F5L2Sy^=k;_aztLM6J5rL9F`(Owj0syb+V
zI-ct)XzM9mCbD-#PN%cHQD>V{$)Q;xW+t+SXy&(2j{+4@$y;+UFMo(LNZaH4ev=4t
z3kV2cITIBmnbkQHtF!W2-;1y{p8XPx*j;e$5>lB^rLLAhYOt!FX!f|0L(;?QhUbS0
zP))wXR;w%@k-gwzSBg++g64r?p3#@*h@wbwuRK#!40D<h)2PfyJ5q!IRIO`!U6#qy
z<&y)qpTO6`oSf2-F5W_VMQ+CV6$ePeqLm$lfk-{^wq`{Z!eLFut}Y1t_=d#3bMBA^
zn!#Kx)m{RBmob^9R19H}U16yWnKRF09E4SF<$pMaCGSOY6fm*!#HrbZn$uouJ~&!2
zqG;RQ@q7bAMKC*;9fwC~3o#GaawI&a-k))ya&s5mN=|fNTML`y5GZIjq5ZU7%6G`~
zzAe*r#Uv+c(paFd-Q<gLW=(;hrNv<n{6^5X!vVOojErgo{AwAJCGIT5$$ZQ_&mwAa
zTL|+|{3ZWVf|_}X$hC)F+lOrZ`T2@cQY%`?i!~UeEz{<ccQ|z})5vF0-@UqI7h$o7
zyNxRo_y+}V{X5cL*`*N7NUs(v+vOEf9ANig&th4Wc{vxd(qp!^KDPE$y-LVAJ1I|I
zdvp*n$&aIIVXbH?ev8OtzN9CzOu){<vcfV`7)wI`^|e=9V0arD8QtgM33nRKdJMZ*
z5tr!0vgLA9GB4P?)#XB=_^6{U7ku^)un6EUZ^T)S>GK>McZ^n;H$bi<ACM~tUy?P`
z%{Fu;NdNA<xFAHuV!RPm6P9ZEK&Z%JUim?pVO?*q8<jw*{ydh=O|aPplHk7u`P)yx
zCMrfok;MLa_5TC5r0!|{cT_)I@f+1I{tMM_#Prpwv|*6Y#tKR`yT;uz+;to^URipm
zA*DFF;L2O9lABrm8{B&~{Ra01e*^dR|AHaE;JRV%_Td@;z`voojR6_;WZ`atP+4~2
z{T*Z9hAcJ|GE_)(L;d87hFVmbms>-fatue&;_b%li%LsL9KytwXTPvHenf7b=r3H3
zTsaCil+ry-R4Qz})EdURyjQ2giuY>kUo=Lgdl0eLR2zq)Pf}LT1h=yNYek~z+S&ok
zgm`xGszYz60ETb?88p$<OppmZw_cUJjqhRJTc&h9quH#^|KVF|^i0agNV#J}-2=yg
zr2(|6Aw-Ilc?St@Wo8yJW}{V1#_z46752j4Feu9$msshd3(n1fhWx))*;nWO2D=R*
zkdcG$gvvGM(QToI3+aiBkfO79fzcFemU-Pg$JRdp5WgpRp?t%>1m3&9@2)$Jia|}T
zA6Zcy^qd2(tp3+JXA8?8RQtLK0K{L-Rj!;p&F(Mg_fB(tuohLj_j)y*J;u@tkSuc!
zwlzFjYjAqfueX8qB@F!J+FK_(7*y5>cUKI@Bb2u7Qq8Vj7wku8d!?;Rj;B2AAYUi8
ztN(++JG?I+dFh-zJv&|!c)J!kI#!;k;C!MI=b4|cUUD;S;yix&RO`FDs8t%_Y;Yh)
z3PQwPn&WD1@yv#2TmIzo3Dw$op(@~naZY4E(mTo5(7g%d0wPKKp1e8U-{8%`%g>@1
zEUU8=M!gWQ+&E-{c6ym()oZT<|983`8duR>S$n&p&5E+dd$_6WWl}=x+O7+<ZT{FU
zzJEbL+9<=!mCA&yN-M<c@bFmI<xidHd0kdvuG><vE=cx{YE;xN!YeBl;#Rz#SEU4o
zzkcGhv3iu%P#*|!nWNU-BvFk&a!waTwfoX4KG83uPPu9(L>bSDq5uOQ7$3CmyQ&@3
z_?<8((sESlY&<Gqcf${i&w&n9A;Vjr7aqHD1s}Il>-U@H2oDTo%<NsmY?hh1&KfTI
z5}gUXs{U&pJpVL&N74b{@%vsg1~XS5-<GRANM_V^S1^Q(k8Ey!OB4;@90(1SIjYkU
zM!+!O6hd5z`s!wk`CU>`p)pxuFVsaRrgJ>?74N9a`qVff{^^+UH+*DTee`b6l*~%r
z#=sNZmrFcdG=UFX%@hG}?|&P*{Kl*7o8nnj%8Hk>5*ROl%pyk;ACYp|sd>ZK2XCg(
zFb>nQQF&M`*QMW0<M0YuB*b=kXZ%M$co*Zk#(Q;Qr++To$94f4-!}!(?e8<sub@;n
z!thrwwCIGqpaAK{K?TeB;Q@u~{P&DDFo_O2(k7QCeD)a=C<C1VzTZQ;!*ys}Aj^DD
zBsrFbB`4%CPx{(ioaiy9eU+-_L-(E(>P!*P>%uU3f<`j*LvT~(_*^qZR6+;39gC6&
zNJ{_<Vx*-Hps)fG{EJe3e7@Iw9lSr~VICg!4Rd7`vsoh1-Cg;w`%vA!gpj(Vn77Z4
zf@YP#6mLJJC=b8pGQTvWuy*{DTNh1~0d9?>E4UdWbV(8_w*uamvW>{GCo!1a!Ju2w
zc*2`IzR`@ww|L?rw31S#k47%zx-i|IoKL=Hi}#ymJ-_&iW~uNBFiY*V2X+c?GO0sm
z+oeh^k(ynUI{m-6ox>T=*{b@<!%~aU0iS%4@~oCeQn6P%SL#)1w7M58M+Y$E3iA^6
zhaU*2`C~mq3oVxsUd5Fyk4#PL;2s{Clvs^m!}&FtIls4S`f}^2+>ZfV>%RSxr7vA;
zCk2kapr@6YoFS#qgUknb1Lb0LAMRMgJ%nZr#lr;zY!x@+-I$I}cenfkqi@PBfQv5?
z3^ge0ZOUh3C#k%(7$QwmS6Rx9HFy5^4zt_B1YZh=iYPD_SL({oXaB=prf*N^v=0VE
zr(BvE0U$c*aFuu%e*3wZWD+JUn?t=09ClI1b>vQ|?fagNf>l%#r?q#Q9CIkK^6+0$
zVPTot+A0JD_|c54?H|wYuy@S+ew!|)c?opH<oqW|AHGi8^jNaDDbjuxzH;8DK0=1@
zz+L1JeR|Utaf71Dauol94@(*0dF(<qnVwcH!1EmUR@J2xLFn|p<WEGZXAhe1hEHxh
zC{0xKo5Qqq(t<FU>nd7}4uR^o9{w49pqbt%;d)?q)%P3APX-X5S+QWhx{QHEYEhA8
z|H7SqjZ^M^5IQIK{M=kQvVe$VS7}EK)Wp1rd>^Ymn8k5cW~QIjhJ%-XM=lUYE1}$h
zZZQpiaHa|6US*>D&JKpX&GY?@z11i=5v-WnSt)Q(3zRiBN1vQDt80IZSC(_3<-p)E
zhIv&lf0|j#Q9iS=I5-^Y;?dFYo51P(A#mhyGF8*hS~$L<wyEuZak#b$hTMO#xP$-9
z;%2A`sNEEnH#P=$9cB!1KnaqPx;l##I2pb7%a@0(vlgSJ>_@JkoAA*imQa6xe2ial
z<Y{0a7JW}!y3#{mKZVa?=ri5A63qlq#gcVzocDPI#Fqaj23Inzsi9Hqi9T97b||O<
z*2Q*GA|1B(7k`ig<x2-uDXF7w+R&{H`(gM6yl5|~xD0eTc+?nR1w(1yf9mi#9~&XP
zD=fEA#q9w42jzb}g5|hpAk=bmbGrut#kXA58GyN40Lo27)Yj(4Fw(W=8k?914o!@q
zcRqr#<sZXpgWL-IO~-&4GUK8RRXvX#26KM=hrm^(j`j5p2iW7kO>o&$W41u%PP%6V
zSB6#pFXXKVkhdq21eu<t>ZMQ6%>*(VG$QF)@8*&Jh`ez=d}-7;j16<QU4OTXYaHzo
zuP*ChEI3ty@jX_5`5u7MakF=kIJ~U>s5@Hp^jvw@zxy7=yLS=bl;UoZu81^Mdh2M?
zpc6d=X#TzwMH)0meV7)XiHeY(Bhdg|`|s)nEcV|>!8it^e0)Me*{7$cZ*0Fet?%AQ
z*|KcUWstbDMyudiK)N5s!#n663<+nD&_8}^KsKQy+tJ_WD$Peg^2AH}{)I)E)$4%6
zG0De&ptqc;7SO<Jd0Ft?q!8(T@3{Bm#C=zop^~7o<hu#|eqv(c64e_kHZJnR|7>}@
z$VajW^JjREo*K4V7Iq(wbt#SXGq5~BIn0cudhVZ{Ht|Z-to~wX*_~~t5g8s*hyC!G
zrk8Dnf#myo8=KM&m}xU8+MPcNuYwqk4Ii{@oQWZgVo|eoF9!>_>$azOH3k*QJmAHN
z5+Rv$)=mOWTIj9YZz<gH7k>F2(5Bv`q@>izdF;bCK-<TOh=@o%DHQ&?xFgP?7_)hd
zW?|BwY2YA?kZ0tQ1dB)iUW=WaQ=V*Vq^kzY-nZz<jjpT{twC5;?UECu!3u6AYm<_w
z2W+HOyc5|b;g-N5eV1{#UQC3!NRvE-VNrawr4et1MIc{4q^2`Y4O*Z}npSmMPUf~+
z8l#1mkcSwW1@{g!M-62n=4AcHgIw`Til2Jc@c>@~o7LJpTvRF$tV=T56(=G9gG%6t
z$gBnRONsIr_@73^OBLj&C(d|H#jX2hSj~-S4YSqFI~&Awzq<KM(=tvvyVdZJO)`oM
z^@oCOyC*N^{zbvQ01Ea*r>x~*sA!m^nS_lC|JQy+`bAee7ho_-7L4I>n4L|<a(7lg
zDtalZ)=07y7#`xh^X|6^i<F~PkO6DD4yifg302D48o53GuPRIPp><C#<PA-v_V{06
z>TWepyK8MfS3Y7ls_23h*!YKNJb&-#JdRNVE02$YfErl7b~mnW=Ba>N*=kVjgi{eu
zo2rhZy{41UYWZO3tRO}UEcnihHLD(#24Z?kNIk`W$lXRf@8*wY7A9JC!1*gyxLaLa
zl`8CgeH0AW-{nbITICIF*~7B$rIb}j3_A1jlPa&rjMNssz;L^=6c=B?yF!j;3w>E_
zO8~ExbPP&NmRaVh0u3EVp81vS|8AH>NQkPT{&*&yURVP9!(jQj^p|n@-N*8$w*I9M
zfXn;84Uw9Bz;uG3C(mwrc-#|<iuo55T7?^`sILrScm_cDBy>1qwhpTq7;FYqX7vrt
z>lr`1IjDXBY5nf0$8KLL2Att87Hvp+bJqch-;CFBz@R2yf<Q*JTv<b_Va`A*a<_ye
zbzp6H!<@giP5idrA7AzhE%@eUUaM7wtapn>y0UVVj`b%|4nWT?E$Lt0a?4XN%oNQ=
zv&x`dPZG^PQi@FskCZEicy1{upJy!`$^YefECEr90dOpdvh_M?@50q1g<qaW$xl>d
zXT1>;#dut(pjc9@drqDJ`>p?9w1Bg}%E=T!K_zvlv&3jLYS#qw4^*D^J;|t;IM>)+
zfCh^zDg;y3+~UkJ|8Rgo!!f|MyZ|ME;aZM^ShP$)XQsuH5__a%JYZafta6-^!E?|@
z21%7I4~={hTCdZ%nj0fG0Lbt%K#M9(1HAXTt4#NM5?;xv8kM3AHKR)>i`^`na6iDn
zOnCWbw1<b}$^~9-ZaOL8#VgZ36App0zZsM3s*gCR_P?Xr#5*sHGn~9ung6lN_V%0=
zX2>jxQ)<n6?{24|M@n;Jo>-fov@r3yY<?p4SGW4Hq1v%=nl}KH1XkyD&UFD>po}4)
z@PX-2Q#87TtY){~<?YutU2%;ts~R((^;*vqVA^rsJ1uFB-i!1HPS_1ycS_GXT>uOv
zp&kbj1O(I(x$}H9pRqAkBbYe-V1OEpVc===)}@;L>=&pyp~@L+5qR3&(g({~aie{e
z6%*Z_#9CT?Lsebb3qA-Xu7k_!PW%gB&Y8AZ_5`~{Ckm)NL_fHW86Di_N_el%0{{$U
zUV16eTxyd)c8v8OUjU7$v@E1k7GQh$a&pUKaM9EN(c>8UOmrPO(#)!Mc=lpAFgJiS
zJfd_5Qo6qrds)huqjR~mNvGePGbiY3<WaVleaYa9N;=&URo0(g<CZO;a#ZX>#VLlq
zwJ5^L9vL4HR;=9@n(STVIIhl;;i<~zi!xL<Luw;RCmfHu;k8KtDMj1SPwP;T7c567
zva?23qxd=^*iDPGR8s~|V@g-Y5MOxCjFt&iy_An?d{ehIRD&<mKKM&?ZN>pkZzO70
zY|<BzE*!|{#yiijVw%_8*qCN~H&`nk#@{|;#H^Ke+OvcV9tl>KBWNsghfic0t7n;A
z%qXUl+{cP+5bph4o!Ii|6Bg$mYiZ8!i($05E}o<$%)&G;*inY)&E=%e5{Lyz@C6&t
zJ>T$wel)o@EJi1H&a^?6;rl&ad|GR+e?9vl47TgI>Fz0itu$X#hro8}YoKo^*187Q
zBNHKqG7E!uoP!T0HBRRTfwhe5{b!!hLeJj|h@ovC6uL;knv(C^WDE&BZxemfzDifE
zQ#Q+mSF~L3H78{&s{35|tA9Nyr`(4V%5<^9=bCuSG8qK1{<MA9rgn%yB8K)n{<%NG
z$-~4=WmOqN!?4u1Nw+)T;0Tkxh$aO?gva<c)tfWn`$<HLjJyJ6OE1J;3B8_vzKhC~
zLEJC-yjM%Ep4C^HwtV>!d;5jn)#(on74w6=`aNT5W0WMX%&~QVAG!=E123o|(j^K1
zXRL-}awOk!6i5mmFw#jZJenRCOtdeSXNud$%0<Q@KPO@SXoa5o6OIPBKCsgozkEDh
z%%%}96F8W5p*q>DJ`s@tf+I%oTLBw|zMWdGySc94M~qy^V73T|nkJOSO#=^)P@?R(
zv2F6h<Tl3kUt1f`1|yW)Y7r1hV35_E5q={VEpiylr3#yH*?#Sb-lbR>nE+a0S+=Ep
zO^Qd8vHA$7^W#X#M5U=&UAD97C1@I9Vsu`$+=y+y!=YT8IUF0%>b0R>g>wd=QK1^>
z9}t!bIuw+YmAO$~|G8mvcCUus5#0HL6Dw-Vy;k~LqR3i8wmmY4aXZ@;_dv#c6ZE`?
zrc#QF%SHhe&s<Yen}7}{-X3fyz&m^d#ED5&ux6rukWlx44TYtQ0>Yc=gBQH=wb@~W
zn?fVI*mzO}v!PJhE8g)<gP(@pKYDaz8J8DPdjiRHJRS)#Xa2cpY#?ZUD_HbWu>6|z
zdbirxZVai0^JjwFS($@6_CQUpvC~s>7CDuW0RFVY$ymg?`^nWBJ33K#!TXurqh{pD
z{*DJ3u&8@l{K7G}T|MSdsiRk@YCaj$xI9P!bi9(2I~Uwm1qy{hv4<kMF2d8s+$h|q
zr^iXO+|g7N%f;u<5dQM8NHW;ufMPNN!V})_326Vjx-Gd5YJnNWU)N{NYi2N3{i0#X
zWc%Z%$MA!a2~m&kv}UYDN-CkOW1U)PQT=evUK|hrYNI!Lfolyv99_zks@Xhn!|ya6
zbbh^a8*`f+!W+}?sQ|7IVj~KpLIi5W>x@{>ZLWYdWf7>H&#Qrn?Qt;ed$jqDu%ui~
zi;$h;pDn1e)^%V&wc`*PKm<s~y^JJ`sSk);4jq!-zQsjv5m_68ySa+4^`N^>iVy-h
zQOj$0iGHq`AfR+aSa(3E4keIizhI1-$|lS+!3@qR?-a~^=NF#{zML}I^JprKj=I_5
zWXGvzt8p|u7~OjAxiH8A%)Ncinem)+$&oaX`5(Sjt2!QQs@9k4-3CB{`q7?LM&-}!
zX6<o5uimdjZtRcTp_MEtYo!~*4Z$Otaa%kQB9EogfRQmV$*&~XZ-`C8MMOfk3X@y3
zNMpcm=C|r}bP(B&5kgKBmS<H5RW5*Jz+d`G`vD9}rrc?EQs+CsXL@5R<pCZQ3!crl
zzYON(CFH&r@9NW-4fKkGlTbC<LoyhtCV-`Nb5jrtOGbu{UK79m-`!<)VA<U8pu&Gk
zOyC=CWv(8D?LGg3mh?)xmg|?rotBOL{P#kULqnFM^2Y&r4{2%J3h8s(dH47W^5r`E
zTU@0bv|vaUqUBOla$;Bs2TPeH+g>$O>$hC+KWq=|<eb~p0^M3-VgXG^%uAeUYhBcm
z3xW*uYh6LJbk_meRj?&7RGQ#)jNuv>wgs~o^9!DpfHa(Hx<dqp;WKU9m2wLpR3`N&
zRJMF1UpX|Mg8&OJBO$eHg=IRUuB+6}>@0rYz(R52y-v2Jw3NlcYlnq!8iDMV3i193
z4ytbvu3=$iEe2c*zycGsP7iVeUbdoDV@>8;mKxy`yVi0ZQ~<2*$3c6!w9h;_|B2rn
zLjp>X{AHOU)?Bqtc2h_Ply$Ryvc+!Z3(ZOHeP^lZo)utT#+0|;`>X=CAAz31!Lk{T
zRq?dCI^Eu0zv!zVR1M^vG<s7jD|t|W!V*$sIa<1e+}g5DfVlB3mx4}uBgLk$U37Ev
z`+M4z5e~<VjS`kapI-n&U!)rJ;{Xi=<$HQ?kB18MS@bv7)`C2lKgP#{G^DYYDQS!7
zwTmWgQS9AbqF$%fpeI^bl(wd3c4uej(s6zLqmE8SU5eVYG;!o$en>5pq$&<Y%t5ol
zLU-+AjtQu+)+YxwE0r~aDB?4bXtb$~%^^vF-$)2}R9Da`v7fedye?Z~&3BBnkejHd
z0BytMHV^zWMH^auUH$t<M#w#=u3YGCTsMR?G)1+Y-sdW)u2xM(kL4kjmra3*CuN5a
zZP>09ogXbH$p$({_zFuR3yN6SO{I0F>EmyY*{ou3Bz~Ybi4e*%_rty!ILwRpI>ebS
z%4IUKczF3oL(!Sl)$R>$;UJ$`ZO^-&5GR26uqLZ}b@(=wpxskcQAgpo&Rr@Ywi>U4
zk6GkV`GYMhnX5gLE4Iue!?#Vh0~uvB0V9s+z{E2_!sgeK{e^ZqhRpb~>=tgNrjbvl
ztc{p#htPf7bNnVo-NUtl6p6|v;O}r#m)cL?X1||A6wRNri8n-4;(>koov&|yclT}6
zWmS1lXnd)R$8h;(%P7zp>V}qAR{R%C%<|+pxX4=|+cE-RVnjA`6oZhx>i1h+*$fgy
zKPQNVlamS>jlMMdK4g5EL1K3FBSpo#Z__41Pa`nb{FkTPW#HF6Br>yqyu+soUg!6O
zA&uuKkbLv)MFKx)Phae^vtU9+AC7d@P*Z#An$TtF6$^)lBqGEHAC+OWl8N44q8gtc
zLEzoNU%0xtr3|7CNcXt|YMwRKT!ex62fu|h1Os7yNfkvur3&i(GkvSU-h!fN2c&*}
z{_T}W0#9UFzlVBI>dDf7%w`U11-hY$(3R+lQCMR_5d7p6T5OfBE_xc^Om%nXE}>3}
zBYR}`zSO@(GZo7V5YO|Vn5gT@N*Fz;Vq-wxBWY#=l!WwCYAXGF^!#-Z_y$kcwsgbB
zJ|aHQkEBlcnPAL!$`|S?Dx*woyu%gTEUGJ}X$Ol^hA_`OB#W}HLsg<)8T0{TxdIfE
zY}v!{OxI5|kXS7Mf>(iTE3oQ8)N+Rogj;YxKy$F5NoP?m2QkDE*rV+=76@?~mCf^!
zAB3%LfqN~8WmfxOc8r(=G_HmQecfaXP$kYqmX&xcR99$2se<}JAnh%s8Y|aSQJ+>-
z^;jAUiaw^F5g66|eXtWk_g?h1{vfTmyK(bnC&6qy<e#z4vMphz$`x$z`DX4EKv#}X
z%B(C>iO}6@UI*zYFH@Hvyfpl@{T9v0zjB#iZ*SZ=Mt4`S7ae|hb`k%!GbYw0l0Vbj
zZ!0Iz^{~{WYW?nlz1AO<;5y#mOIk?yXntL#1}~^+*=`^i)Kck4glwy-3SCo<YGUW;
z-mtVBn5?VYTXY)l8NA_f`n;C2!o#o?XyNbkD~mO%gq)CRFpk`cUvfufpK4WUzA7+l
z%<t{|j&|aI`Wfw9Ua~hA$txWzRieg90kHkcOA$E7(T^3qe`+{S{4|{J5WPXJSGIYZ
zs4ON@@CkB1dby9HpnA_(CTp!5!-+{*j#e4wgGc=qP3)_{ZPoFysBr?Jbw{JuHcd6=
z95}C#+;w#%zh?MDc_p1P7yyVM|Cxi3j1+R_Csx?AS~BZfSST5<85-3}K~|B2z?aQL
za1_-_p01|u+P@1Q{jseUCb^2pg`-uc$`i)S<yKxQ)o9DeduLxqTCqM5ffb)K(Q*`I
zH~K&i%2qr=lH`8|*}Hc4z$Od)=Fd5;t^I4d>X}ywy)>f?1t`^>PPc<Cv)Hu9w?iV+
zJRx?Ai;%7tyuU9(_{=fK;28-JB2-GO#XmhJ^q5Y%xi(hFwl-X*>|NN8N_ZHf>$Ydv
zQM;iQwL8Bd#gH8z&z2cxb%so{!y*mA45Z5!d<30VKY~u9=@_WPFQEKq*!=IofcYoK
zxl2eG5KB5-!+!jdO_arT;WD9yjHFjsIb9^Y>|pu>;cqZ+8`#$)0}JRIVcDUCYj>%B
zrVyWVGEZhe_qA<x!Gmsk<3o-bBuh$ck;bP3ed;M7FB*yZD><6p8Jn{g@c*^<)lpS$
zUB6)AK@<Z-5J3+O(j|?7xM^vrE!~2oG>D2txIqvQke1vcCAn3kyQP&50oiol`G9)j
zzVG{;`;9xsz2lC%|6s85S<hN?&GnnVSr&hDUiaN59H#zhgL%jPTj%vmzJTg@^|rlq
zMXmpmK<9Y)rr<dEv%~22zML=UZk$+mD~$mkHG~Zae^1<7n6+4u(BtqgeAkZtwfI}z
z>>ktmyX3WbdbZwXv~=oec9Tl>A4Hr%I}h(+*0nW<^7%%~(WV|MFFZ<~MwI#frP|Xg
z?y0LK1FeNcGs+_kXRdNocXeu|QOvGemk8NjR4iW2(i62)i2aU#8x)$LjqQE~VbHHZ
z9-r0`UK{(n;~FflnhrY=QcXe#0?8=RUYhJ4wdA!JlaJ!>UQZU`w{yQVyJ?}hIUA6<
zQZ$m?mRo{?t&s$t;D*Jhj%nhpuWVGFi{|_b5^3Gfyh4mC14RBHL9WH@#~=AMt6$I8
zDz`g|s5$m2+)qk!m@61_oWX5rpp?sKw_+o<H$7;iUql<<DAZSpM;z6FtPVd_m_To~
zPhk?Gbf*?Hwnr@j>GpLrfKZxs#e#jfKw-0WKU#Pxgnpt2y^^;jRf$t_G&gZ>sR--p
zC{nO4nOfN19Kkv|eTk!=h}bra$}BW_l4_x`yirDSBz>Ybvtz+nBh7i}z;n@-+=bct
zo&@Y>iK^aI14zTZUx73(pMb~3vl)hNMMlnZyiiMJ;cOo3o>Duhx#ntT&|PfWOK7P!
z$q9U`Qi;A=u<zW4&xpt(YsY?7t!MFW-ZhrF4p?l0BxSI#B;hZxUB$aqSU5h_RQ`nK
z>RVTc@$hgAr=JK;aS4nkd`VH%n{3^~l2@11^rG_!dH8CUM3lmtG9hs;0>MAXkMK(`
z&W0o`w#zze>b|(4IVX4N)lp6EY?nO4Y!@2wDcF*)Uj6ZDO0Q`=-ZNG<O!TRd_3zF{
zyYn3MT|W$&5%?8wg_*iskf_>sPD#@)N0OT$UGMBsB^w)?1xId{e`c)UOE$F<6M^=G
z*mP!x+aITFkJk)S3#xNU#81OL@wbPJ&<o^`xUFOA5Z+I@T))6QAFZgUcndq<{M)6O
zrTxS{E_5OUpR&%&La`e?zpsz}nYzOs?Z)CV6+VPh8it*!AEuUu1_i`ZLig@BmCEg2
zDGTUX3dVNCb2dgTJk47m#dxsnTxY;<XPy6`r!Ip_pp1gEfM+%6P}YfihCp3D{y5Uc
zdr+f}Xtb~=`xCR0(mUVXz$Zo~CI%GL3&gKJ9?L&`Kd1<y6k{}Q4^O^JdTDxAJ4bh!
zd|rs-=fpkqwG<7~JC}p@(v708*3%3U6J$z@`#AJa9cBoNWvLT6cqrB*93ey!AD2BZ
zS~sXEzB7TLs-3j=iZZ=>l=+~E|0F?>Br~KRH3dC*@PLe%yz}^he|+76s(rEabYYY*
zIasWg=Yg+ggz`sEURno>QDsn;yz()_Ro!=evkTvCVJ#qNn~dyd=(@M)a9Wyw=@H%H
zVSW0v{J|q1QK6@#zS>z(-dv8p@S^$yLR|g!b9+nDXt@x5z32BVz5lW4Q3Z;IGxxl6
z>>gdOoH_e6{9N5?yfpH0;y*r)?`)SwN51=H#yH6)GrY`Re}}Av_n=RstrbsWncKnm
z6ZZ<D!}onT@TcKmbs<B@okb$-6u4se-Pfou!GL13bY9eD7wZ^?h#d5}`zsPW$Zunj
zTlT5K@YtDqEqI=I!`Ar#vE;*CK5Vj2D-g=w^8HUIN|2wrxGz@>)4{NrvpOVQg?y(M
zE>OJ}%5pwhI7jmFB?KTaGZSL>5_rq)+fy#0L;f=?{y*nztoC~vG94U~plaHv4kpgY
zsY2^c>#MRE+XY05m-s4SkVumLP^#Rv=V?jBpX!@*!e*ysc_ffkIaz67#=YihWOqg7
zkV-0tuJ(4$<=S9-`!FjY_tcaJ_0TuMdy<1+esG!C@Kd%<Q`L*Kl^__+wt_ZCqTK&F
zXk>VAPagk#$2tGa!0p%x4ZRzy(l|5%;reu)Q}BgRY@rwU{H=Rj4R6YkimykDQ$^mG
z6T~&PuzS=azNNz0wB~V9Z%v>)rXiYU!ccMQ%a;%2&PUeRaZb)N9sT_!-OX?5hMd3%
zRiKS&THoeM-}0i;ofE7zO|e{ewJs{qwT57)S++cOkB!F;<2YGbQ5@bT6b(5%=9MKa
zBZ4j)-dCLGbUBERow(;M{qFVdA!r2zQyed;=qm{NXuYM~(VB4>3Kl*tEv3E^8ijay
z@}q^)hsKgxZWZmu3l)L0C9&`1cO)&s^?N&!quuWw+uwHMgsy3y&QI#S1zsKqH%UE2
z*J@r1FsvooL%Y50M)2)A7Juqc&o$|maiWQQ>q6x<{4)4?8mN1?+{2z+`UI&vyJHgN
zTI{x@DjrMQ;np@D1tb4QK+sSaU2Ov!(^Vu9$A}N&S}GgmCmJdTn&7oo8<IQ2i_bc9
zXUEogBB(<Wf=@6Z|06UVDxXr=^<twq{?-nWr*EVM|7Si3(5o_A4_WhK+5FN`$B3jm
zc-l_2coN|Ez%D|fAsryMFiOb&YOGS#l&xLr&zvFF0G%_PA@d|gPx7Wp4a6&d>I#b6
zw*EvdwfRdTZo>}|?hfLICIkcY8|x5OuMOBw4yjO`IQtDqH|gH~gyqi;>Jy5&anOAG
z1g>K}nX~X%>JUD|gTVmt(ZJ;w0xP$!Z_k8nE9?+^QU8Y63)8k0PoSXjQjAY#%<i_i
z|EvtMc4VJ~%gbG5SKyo$w7audc_4@vfxLPbs5?G?egSj?&_%7YN|OJ~ASrRT_!qq1
z$QtVM+}P(lYlOGmA@0uKLn4x1&Wozk#dK@%>@a(=O4kO&H>~ULkE-WxTiL3Umacty
zj7TvOkhC~_^9l?e7~ITE?B}JHw{cwxN3Nb%kd;_pQx^KOANEan{t@HibTgiLCIvIV
zYe%GVgl$Nk?z~jlAU|18NEE8Lj~d^w>dYr9Se(S8pzyLyWUT*Dsf367??|vx0Wh)8
zhE8<NuFSE8bFxK%%515`W<t_f<{u$YpMOwvo8$Et<7)_Cejgf=a7uWYEa5J^wzi4R
zu>QzBSb~mf@J!Cf%~oY0>1{jQzvK@~;v;T#({t5b)_xUA&P_*5!eQIo8LPxRa{N%J
zG0Ra+ngd9hM<S8Cc+7_9_TzUdkNo@ctoK8}Q4i4`!W*Fs=Ej*>m5)5Efrsc&i5r4Y
z^zdu>8NU)kv&O`()7)xTi8BOWexYH-pR+;H>f&P-7U0N7Lf0Q{iJ=Vw{RKbfP3QEC
z6-F!TjzJ`g!H|LjwcsSn(!k(Ub@dh*I<(W8hqj_b&VaM+Hs{9>SD8-dmh$K{S7JqZ
zbNrVNA?wB#_{1=>hzJa>P?%|v%<bu1%8lLB5A+|YACGX|e2{%Af`h!=!Ny4QA-&Y8
z;*iMOHWvCaoTRvyJTr2egKeCA;=GwHHwz9N@fy4qzSpnOa;+s@hAq@y_J-noFtPi0
z=eI8}tPpvnegAgvl22+#<VfuzOJAv^xWV0{RnJOGOUY*qIaz^viHKGxwt^PMVbCR>
z0R?4^sZO1`=JFC`N(v2C>!-eTK@xPv>(@}+F*0se`s!7OiI&8K9zg*Ci?RoY*#;FB
zzh=b8UxqY%Oen|a%78Pnlx_$dyZm8zH~|oVc(y$Kw&dAY?Am!(wl|^jAXE^P)pD}7
z&VbH4@v}rkMEoL=8y}k4+1a&lo*oMxJACFHNZvT+BY9H_O3j>ZU0J!)GF<|hrppli
z<Lg_C^OkS(>`hO;b88{_+BfCF4Fky9QI{KvHeV!r;;J<YjA@02+$M{<c$-RkM@Pr_
z)J?7z0#2M$EaG`PDb*t*CC8`7oW$f671Pqw<uD?fETNs7ECUrKnn-@Os^Z+!^yJuc
ztJy31CNi->cgGs4(YjIduC8NMsQVuqM1#*m<Y$MCxT>@+>LV@^7HUMri<OfTJ=Z^c
zn^SyN$KP$tq=Cgqq*daw(>1>UYUNF<Y%9OD$7e$OCEVrI4%c>0sV=HIP0%e~2nqZa
zl+*}un{qBK^7x7WiJ()pw+}c;p@83OoL>*=)88MyxFP2mb}WdE_X%%6sNfHV4kPbU
zdJ|ur*Z$^Y38f8zQN_QABU)Oz*AxDB;qmbF@%U%xZ&065%ASv3BN?KK{?}rO{B_E{
z+UA_u&1knv8jWboGJX5W%!+nyebXf}4Puh4s5u^Ng_w~vgng!i_<Mzy7tW!&i(Tw<
zj$o=C#n{iEr!Q%Mbe{UgM(IYCxT#m#vQMwt%}z`_>c2Q%0i$c=Lehw)JpUGnCy*6=
za&6sla)~p!m-Dpl_SCFup1Dc`5PX_t0S!N60bUN-%4ctV!IEZhuNix7`=18J&haA-
z>Z%_H(h;|&vT@4hM(Fh+y>Dmq9%W(+PA#u7tvRmS=O;fEIW4ie8DrKbm+iShF)Iu`
z-*@vq;%8MlTF1GcZ`5;uh;OY$67xGG_cEgY`>b8%sKt#?3rkA|RAOS{Z$o@6NP3#U
za+Tjrpg6-JiM;;Y(St_hUL2Dw!4OKA<Zpc3Z`ewV!NTy?utkqk#cDY#By*f#9D&JC
zPD@@9$21m1P`NP<*~Ts<Uoo^T{X}!jEoyny9Wu4kba+d)-t|?yEjS_!bl^1GQn659
z%wSIzC@l3-NR@&Vb%sIXZ;vYUPfS&J_H(RmBAL+#_7L+4%GSt>l}8UnJfQj`^ZIle
zZ_S6aU%^`TT-Lp8?CkZBa?<gx^S=y8dJyA7CCpHZWSzX`Jd4(ibidJ-R^7Rq5wZgo
z4(?M==hTz?r{}3T4jlIFP=>gg0<B|z18`y$I%*|TMDSD0koH;xglAiN1$6EtkqEBW
zuDP3|Q^2SD+Z@C)A^zJEzLl1U+TGM`+0AUge@G0)C=Yfgp6PrN!A?9=aDaIJsG()8
zwd@EX*GZ(O>du2C4}#X8vYO^1u^ZP%2oyf|6m^E%<(&`9o;EQJ#THMF=6!Ppzb;*+
z6B0hF|I2};IRf-TNAQ}E-bBda!fU&+BYwYYMV&6B$}MoQcIH9|o3+dXe!uVOxFubC
z#IX~b;pNonJOzwL{A`avXIgA71QHA6sHZsEdn}3Qc?P#Rj6fD<ZJtb+m%g<zf$f={
zxpZN6^78WPCQ|>WIVhYl-B8dD33vw+StEZpcYB(=@nh}%6?;gYDzzVTQVTWNdYYyA
zgPF6BuCy3dS(m9mB8WN3h$p7PymUuO@oLj(h*yG$cQdJ?yz{a^$f>=ua`a$O8tnuS
ztI?@(UKRnZ7&Qf@P*qg^_To>JGSroq(baXMzM-KeuXD?L)cqd@evN4VJ8q64Y@FK0
zGOcxJStl6iHRBX?;DEh9fbW7o!$i}bJgv=)wdKgI64pKBH>Qzrt9Z1#DgbfMQ5#^H
z3LUrAARpyG%?9$H#bkQ51&&-RU)IfwUZe;05yNT@0Z&UrJ6_Zu=vxUANd&~_${>S;
zeQKf^lDl6|>K5q)oEH&X<eLCW&ZxN843hPuyS#jFK{&Ax&&@?~jddXpuf}Cwy<0hu
zvQJd%ASsyF|H2_MAmcESPJ+B1n=6APcnjwVzag1T>Lc!-FCMkPR#~ls0HED2cIUWF
z15iDIn1Z{Hpzwc@T@u@bKj7nSvGlF^2SHcCQCX0Yp}^U{+~aEh<!<zyc|$-bFE4!^
zDSE#L36IDfN5UgOG7aYm40O9}6QehMO&1#qoEO^s6eq%xJyU{8dL^Lt0%T}eLXH$<
zBy~USc2qI-U)q{b@TZPxa>G$|y#K0bRJlNom|JeanS}-NNN&kA+i7uZFmC-`>eX%3
z=|&v=K-M-x`7j+?vfC~)XQ)5X^hk@MPw^jCv-Dp`Ix<mbg|8FltEs7EX179d!r3D8
z#U{IXB&P-VEg(=E9BSqk;t7*HxCqNyH5I)<$A^*~=WAPl_Xd0LGT5)e683tnPg+x1
zQ(BClhouzqt#6s%2<>+5Ov!MLI%(n?v0|jf6i8ZyHZbp5(o<_U$<HwlCF%rbj?JM}
z7k}R*v6{DKBScl5z1=FP#<EXDfI#Dq7#<ccN5_7-gGtINdLQqdC01}WUrc4(r^1qP
z&`ei0(SkGd%D|YM3;T(?l7wH8UdulolE;2&4S0q5ckl}#-UUT~OwFC;3IEKJir@Tm
z&|0M<jb!Ot2oWzivWNNVuOcgl52uur^bI}ydF8nk4vPB^&Aom;CwTSn7fA=NksXUh
z937B4iBReEDf#&tfYE8BLqvXBasQcVqM7dWD0dGy^uv*pIZuEmhqko8t|oQwXE+DE
z^!H2uq*~xD@85sP1Uyr^@+-Lvo;^PJlf{82lE<?C?LF6#AMxWC6l6jHjtgtl5XD*l
z!{7%q+@HNpx1%_Z>=@wt&V4z?!3q~e9yi62NEz0CmOoA9K_t<gpoL|0gyiQ*2Wg{q
zSN@WY7?@Z|z}xKk=Q0~Z!lY->&GCe%K-EINwj}t|iSJ+1^9xq_@6Y;Q=IF1|2Bz-r
zJ;2}pv>?yCI|&KOSx=E%MaKx)SCn0=%YXOoHDr*>U?AUCRatrP_LYKv=nVV&4Wp?I
za5(=>J&Gz*7!D2PnKM9O7uY950NjrU54W&zDs&s_o#OK5H~i_{hBse51RAJEkBE>g
zzMw#;1R4}#5}=FA{yn`-ku@`YMGPn$v`iKYpkMyE2s{47KH-LNUeh>d16pB+YY+%&
zo8$gIggY+iFKj8@0Cw(pr^~y>zrFLW!IX0#a}Kf=3V-ia)6h-C<Lv_J_H+bL{`Q^@
zGLE~m4E;LwhyAOl#=vn-BaLzU%gPm8Xn;;AqF8A%8kLHNm(>4UVI|;FVTG*D*w-U}
zduK=(C$MVgZ+hc885Ky;&uRI)`2TfjL&3`Hya=C7@Ay+~6qmVPSn(iA*p38bjG1%Z
z%fKf8`a$O3|ARn$CxL+6ACFfLZGUE9!7Kl9Q|^pvV|%*KMMuqXt8#8x?OEUci^ur%
z$!as2b?go^v~p3%Ro0Q)o1c%gu&ZI0Z<VRXbB7l&yb^fsKRWYnHZJazkIV$~j0^|g
zp1Z_j%YLLYq{Dhf1@~Ohjg>><G=BD_1GB3yYp3TH@iXqEKSn5WN%BY84|w78u|0o`
z{e8euMCywiw>DhrUka(55q4-Y3=~U(_L((3J=$Wf3r$;_>#~KSaAVg{DAZcdz*f>p
zcC9LSGaw)UzqqKTq!a{=SsBZ?WD2jq{=eLsBp+ODgsC=aDfL*FDWv`qdy{8HgPVZh
zjY|Ag|CY8C6}4;=`TYkDq}q+t2zze4gFaU0%D5J$^9NEjuzC!-jG+2oK`E-&(AUqR
zzqr7nJ(Yo!l$3#y(PDA3T}Do>tts|0zfFHJhT{a>&igFG%C^_n>7KKwTxDTldHnRL
zDpZw~Ej<6lM;f{9ZyorNT9Cy=0qgGJ&p69Y4zcxb*>=v(o%at>43Cd%ULxN^;Qg_x
zswznT6st;-T)?K_tzISg4abG?>rkUCMX$t_LG>Km!2PFBNpj7aFEIwApvhndhC%k=
zK_B;>Nb{TddhT=OI$vMW=bE=(h4zE3@CmZhr?vM$!#M9aX5B)EOj{*PZ(m<~mZ3Dt
zd6oxoHEDi|N-`@W<JChH9IC)J$Re|~vsN-!3=HC+8B;toA7;C7K@;*%M#uKwd+^|-
zSvph!HXE*bma38*prflh^7U)1NqxjbtD=M&G$D<hw70blqJQG01Ha!PR%P$5r4^BP
ztB*CfI-$^U>f}2K0)nNPixFc(gM)mx2e0^_77S1$^uF{3nr0Kcx}ut*T+TR@u3Mz;
zvA)zki`%}{9~Kdj`ua7ql$4bDhr9c=@^3|LEhI~fxYZ%!fLX#XEvfq+IBccN1iw6Z
zF=8kfgW<Cul`}RmVddt&KGl)Y3QcYJ^*`?0zi;2?1O-@;YG0m4$RU-6WEJEtuKH6M
z2S*UNm7M`7@amHqR!<k?kl7aZ;>9Ugaar8<R#9(nFQ0J@*>qo#hIXD+Ge`iU&+t$5
z?tI<Pz{E6WS=W<qljgO(C8Ma=nPc9n8MhBkOXdk7aTXR72veIMt>^0k`>{!w<p^<)
zLPoh4O5>Iw`p(aXMYo%!X~V-#)@u<Sl>D%>nVF9bRR(H+D7QnfmRgFk)NjB2hF@Oh
zY&vCAvKXqYqN0{0M`_*r?mD|x4j1hqVq#@UN$-A-W!>`1$|-1j-3m=-=cze)c~!8*
z_{UB&y(zJm{Ze6g_X`DJ0=j(pD%V$6tGP&wjf}>Dd0Lw(n&or)rit7ibjvnoxlKSo
zJbv-Tn4y6Ip9|i|pIS&+QEV|pKJ(BUY1nH|F&r@Vv+H4xefAQuii(OhE?vKV-J&BM
z+?DMbXr#2UU2b(<ohlR?as2j~TP<DldKf1<Z_Vo@)q~h`mmipY{dj+}6B`4aYE@Io
zp0LCIR%H;Y9I#wlm~dV0a|YYe>M*T%@l6VV)ppE}TuNa#B6F)Ku}Lp2Ej_;lh1I04
zTw&(nQLc{^%>U3%7$~qc3Hq2uhD|-4%Z8MSugV}&IZ?*^y*D8y0V2{Y*O#VG_JCMe
zeE;%6>z!?^p69CZeLuewNA?gXU9u9Y)W+nJX<b|c9o6%uT$J|2iFn|{goK2ujd;S*
zP@@!+fM^~go{<X_-o2W#Ffh>&Xo$yvvU7A)gFcoSd51_y_-v5&s*PgHIsrrB;o(#~
zM$kv_<3fupr#aMk6m>pI;C<XEO{hNt_T07O(6Nm`X^$0mBPosOXM>n15$8!*xykO_
zwBq7oXt-q>8RsKSwoP>aHftiZSVUn!8$BPRU5UOk_(;d&tx=!QDH@tg<Yd))YxLXK
zvjhYTbtmmNkXZt2^f@P5ymHI3Gt<281ve()%a@zl&q)Xf@YN^hH}38~bbjf#!-v~p
zi}SlKn89I&_wk1FN7SLErNv>Sh8(4wYtfFk(#|rFf@W^43=C4HjnVbDty&UL#H6HQ
zk&%%WotYWc!AxV5w8xLf!BN_sc?VSR^Ni7z@850NHQz{rB2w|E;vb%zOl?h8w1lTJ
z3JU6hG-7R#oMBJ|uq-GtW7LHp?;@fqX@o)ZaoK>&rZ3;4Bkb|;@G$lIiQ~uVQPtJe
z5j@6^%S$~yJ@>&b-MDDQU%C9PO9k1ROVd5cFmtT@{Ax5bG!}h@xd%v2z3MM<t2N^3
zD)xjCMg932=H}+3({RA_=a)cp75WM2LMOE3=jX>JD%zWr3)=Eyc02Vzp`&H)t-kKO
za(LnQtaeeG!vk|ZcUjb0kRzWg1ad1});lt^m#t%>qd8D^PEH(o5rBJ}xhwY)d>=Q6
zCZaiy4D?Iv5cJ#XZ)jAegTn!X&%gH@94|t3b1=_^FUEX`4iSQ8zcYRT#H_Vd1>*oM
zQ$&08aGre|iE*xrljVA+;q#)SFt0Sab@T6i@9!*8$Yfgz9ZLB2;63=fVXm&byL+ZM
zT<t?SH7UXS_$MwjcWjZ9)!R=Q6d*&NuH7)GEcKr0&sk-~eW_|`2G~Pz8;9-TU=8FL
zb@}pPcL8M1ojW%={pJnV6Kft`UN~!@sP}zh@-}EAERg`3L+Q>RBPZG!IWu&TmxGko
zXY?M>p&CxVx^|O_r<6N(%0#{3K!~qz8Lbu_+{A@HZlcWS)Pw6SQZSS2*>20XAhPh|
z#{6?OjfFt3jms^4BbOhLP-5ae%*@O(xsT9_r>kdZA<JZEZ{PZY+Ym-0(pT)FGT^Zs
z1+OxpQgw^KF(b<C?7Tc!1Y6+jBOw|BZ)wVT(eLAD5dw+fcRoH<*ukr}Y^Gz*r)gl-
zagZ#4+um#(oa@fDMC20YL_KyAKD)o{*AzOufvh-!JFgulTBIblH?sRZ*R9(#b+tJ-
zI8v2j??&*M$H4(Q`Tc8|dn`=;xlcd8$?Wp0&>7t0=VLR-Abvc)9Yp5s$K$5-!Jj4J
z;FbRpC;j-A(>+88emvgLA#(QP;eF=Z|KUrKW`SZ3mt$OAU48Drf((o1`0fC$EI<MC
zgv*^oL%eXRUP+;_^Gy2wLnonMeEr}lsDZCuY3u0t9EZcXE{w;**{?@QNqMqz<%=(=
z-GbXvm+8FPcC?tAT~w=jL$p{L^j1u}>~{oCMMM+5jEWkWno5HxGYe?AEbKTLQs1ys
z?9ZEF_v%|*u<zlDFFP`I(~!du&XcvpPV^zZs}>fi$B!S+abLAtoaxif(9Z7|sSTU$
zv4P>j7kWK<*!7CvNiGgcySf(kyNsOy95LSKJkSn~nvkHNS0N!}z${OEynm=08X5O{
zZF{t*-%#N!S-`+BE$4-Uf}x#~9AogM%a>&fLv-E}^&+!!({guQkLy8v$WNcP^qd~R
zq3y>S)S`qP>36V2wAYpk$a(AJsbD6>2JQ;bXp5_3F=?O{FbRN<Qrwnjcu2}7PbnxU
z)YR3rK~vUX(~|sKeJubo>OHK!PPV5J6BD<X#&{$xEI1St6<I={_uAI_Y_4e|&6x|f
zl4<H0Ezra~+1s0d@<A-*qFHpkH5L$(pz(m^;32sTsDnWlNnG{z+qWaN-UccKcE;^k
z^uPvk*n`SXf;C9Fk!^xWP)Sypn8M=ngdbqBHUZqw%_26x-&MA`xfxj_da0{dEnuIi
zSB}H!masl>=AB7Bl`hUx7jXO}M4Mma6b!4YlS7sO?&~?d<768OQlp!C3+&s|G&pmu
zx|HQ31=Jv^9x2AaEH17G8#+~|!0uV&VPrzR`F||5Er=I#SgejMPIXe;A%TD*e@b3P
zv?0kUE=i2TaMiIh;_ja<iqZ+P0P4U-zT{(B*hztQj|Cthi|Nj{!GbCprQCYXswT7d
z00}5gzlGso#gnTW$aM%bcdeOMSNLrDdy72)uo#?)2aImf_WBw9l=CsYA}4uJy212|
z(Cc1l(a3py$yz=}To?43Oxeees!4L;?u!}f84-8y-aSuK<Tw=y)vPlBNL1I>${N=~
zO@;h?5a0v`*-&O)-qy)?08?SxKm)B{dSHFbH&*7rP>BZYtrmM}zu0^o@3QV={#roN
ze1;VyQ02Y)hjBDF*9@pU11xbxSOoQTKwe(k>jRU`@qX|F986412rR3Q;BQ61X+lDR
zK~Vsh@HGH;BzR$RN5?jeOS<!{EpNpH1>NkYrJ><KX_dMcz~Ja<X=%aWVU%{8m}$ue
z?4#0?XFW1KodM@6vL>n8`I!$$X*1)c1GUoGMMZVMWC0Y+H(Qi15L_K%DAepWKx%1V
zXvlB%nG5z)73A*B%*-J71xj{WG>j?NVH0ZMDZ_Ht;hX`=02mZSH?AUjR0)q?p57_k
zW_8|8GxXWB>)#9)W(UxIq_iFR1D-pY0i35o0bT$k!RQEORZB&%4?DWFSc%`b>y5r|
zLyQC`YO*Uk8BzNQa|uP~%xrDnfc6MA+=k7c>$&NgfyU{<c5JVC&IUHlvoTGmu0VX`
zNCP<uNU>~@)3maYQ36;##<|;Y2rc4kIj7*GLQCl4JJ%^V_1XX!^I3QEJ!yQf0j6bJ
ziJS9uS2k1S7VJc@Wms5QWze3hiRzg;DakROg__v-S0rUk-h_McI++46VPMkK<Zc7B
z`58RBIzKiQv%Qh5=QhnB*&Z4O)vq;S;%mvz(u%pNN(a&a?)FH8@ci)Ey!zVL*W>wM
z2T`wsX5%w$pa!q7oQTsmE(ud);@<l{64^O-LLSC=ZFLn-4-Kin98R=KgAPD)Qo({r
z(y7ee6N8|r4<BMdjPngEkIXxbHAFoT)w8pE3&LCX_2#u}58-T1^d%yl1Q}AgdGi&$
z`SMKPBy8GfA9GNwg-+9{aNb(<zPsIB>QMxz^lP}0NZ&e6+=epHJ#RjHf#krvcEFxf
zEp#xy|KPzS^cHS|O_u{&sy;>n%?ag!%9ptTe?pP3ZpbjK31v@%n^j}e$W(Q3$bqes
z$fA<;8o+*``|8`fzP|Ityg6?=kDWZ3^!c;qylIkl{;kLU{`GUvtuOly!Z%p}7Pn|k
z^50s-dQE)!;ET9S1Bw)8dkf+ple1ZTdGCW52*?kQkDF!OfHoG4@|fi0WF8(KK7&sO
zt@{f3D^~z3!LPQ1{;pr2$zT@{PzQIv`aqZ)M80bqRy@6KVv+<feqkaxh84_|BInr-
zB3k#e8X6jj$;oVdd~NO&8T?SIu@g86@>8c?46S9~Eg$e)mj|0orqmMb3$RN7u7l+t
z3j`7+h6Gh{@3#}_d7xb)3;GgJ!FJS;g2qb=f3iPIh>7)?b?2lM^u<X%v7?UR(!aa<
z8Q=*CSZg5smod!%xv8xKX(evmDzX_6FXJLHg!>%zxIfox-x$8Wy*7otPeoVsj7~bD
z^0eSBolL}jxjInlQEv?jDk@EW$r3?5$0#Vm((1uzI1CB|eie8Iok|rI6@S=DR2UK{
zG6N}}*6NnxV1s9R&|Q7XMNbJ^N-!=i?);MMwQF24@o1c9x!suu`lt9U+Th*2L`QO5
z55v=Bg(#jFMGW`N_XKpH`7G99|4{;LRu5!iV4zeKUrjhyZ3ghZT%bz=w;a6aiSRC+
zS)V>#DFdD)$Y^C{MROzSinR1;Xma#`zO1ve^PS_Adce@K-Zp4)cD?PObC>I^<Kp9I
zwFO~Xy)io`KLNoOm!M6*D(q)OTtN_JFtC-AaUdP5G;~5jH^Ah-4m=aw0zC@Gtc2Ao
znduRn;=q!#sWS@+brnlY&3y3o_Fm^O4@Y-}^{0a<KC3{?Rj{(?QP5Dk9acUl%^z4P
zu(rXVXFwIszKsB>QZ8{_w427NrG;L)bcw!CH)&q)$w~H>@+TAwC?JEX7r&K!L)7BX
z7)bjItRWa*7A*;n$~|EmP3yBbP84#WKaYs8n4e-!Cnje#1KI|T3-z9rwY3_UmdQEb
zpDf{Pn3?`Lm&Hl7$aZHeApH4tL6A`$+zAwNa9s_gVMhr=QWvmc`i{l0mXl97OW)kt
zq>~Qdv+2Q$Az<pJ+wKwjxc<|l6UIE@8srWy2?$7DA$0-jIAP_HLmGB_sDmK2PM%db
z2!DD2w^`FGYQuL$MQH$8M#nl4HUn@6CO&@1V+sJqv!bFRAT;bn4Q;D2444qZ@T$1N
z+d~grdfMA_uNeXpgAjk1gr=q@okqnv<xCwRdnG`K*X@IxIe}FY_gK>uLxUz{Ky_l#
zf-!=%fan=efYGT0tTcTx4Iz34swoC1tRE<B6rF#XP}Ddr;xHamE+AD9@Dcc!CqRlF
zY6A&FNETtc;fI5RgV2L2%y6|G2%yL|lWNfK41I?M+!n_5bNfJq>=v^Uz!X;B)^^*N
zs~i~}Wkd-BNupna*oNPUb|Lt8zcj$O{da~AmseDz!oA<8iU(auCFYtFKrIx<6ywf=
z_5j%0o^7g#+V<-F0vx#`ei#MV8E^|$DOVFCc0~q-VrkL5ef#$4^m^ad7n^sMJiA<6
zT_a}saz24GsW?h(JS3sak5m=|#t3Fi*DjP=^iET;E*S3AA7)FiYl~BnJ$i)>)uWx)
zHCH#&bqnmIVAY$40wp+{ot;<L*VCYwkVVrgA1XexR}^}8&Pn$SViqaQU}r@)c7Pl|
z-q_f%TgV!I#1vgM?+)@FVpOyYHYtJR9J9)fF-&mB0S;#!Y{^o@swo00QdO&|e;=-d
z2Au5~+Je9}p0amx3JnX>@R=Q~X~B7UL92Ch&|!$U2{Bs%p|P>Kd5AxW0bv=ZYr{Cx
z072ZRnSynM+h*68oSwGMLOU%VT9SFbw!Iz3M@L6jnU&6!23&|sfIiB=z`$qy+S|fU
zX4f<0-{9xF#9(=mV{<m~GSIX)+TNzutdR_xhHFE-6aziI=4S7;Rj)?tMNdS<GSmDJ
zYWb0x=k~q7sh<KZE=5CE1W;%)tCFS_jteq4NoYM+E@G_1D4r)sY_B##5@j$wi?Fa3
zAt9jvr6AUH0EN*%B_O1Ded-N88y~B7UV6LnW%d+Uai2ytopkouh!LO*0Fj4f>XooU
zG*-!6#py{<<OqiXXHG=en5YXr0Z=u|MBr-F$k_6tw1*Rnk03;JmoRrKH{waL87N&_
z84BbFE)tB6>gMLT(#B70ub~i?$J#_PW=1@JHZe?(bwRT$tftsu0t3HpojVQsmwhRl
z9FQ>ZBnlK9I?T2M=_8UheT9iK&soVQIX)5f!RYE62i5_{@H>nvJ(<o#<F@?ThJfCE
zLcyt}o5Wv~-l%Zf{T4DLQO!FCc8u7fV8{HM!0^(ifT~7L2l>Y4*vmw#D=XJ9o-1F8
zq9nXZn+%O{zINMNn=W}`wqLx<J@fEwDvBs*D00zK)=R4ubol&Ih5u=5Ee(CLQI4v0
zA=ra1a9Z}O_ZWN8#53fjvQP2au6)<;EA{BHC<1jKCGH_Cy^{+c$nj%x;Or1a*m~+S
zXGX@yUlZ;<@Ogt8&~$s%GdkG3zY~$tyqq0-i`+k;0sd_OB!>3hl*f+gJHCX|&J5^p
z%nn0cd&U*W@@Edq1>V3evndV0;VE?C!ZnQe_J)05fqmuZBKbX_f9P4@z%?;6!7*AA
zT9}xOdJGh$cPGTPcb0m%p_HK{EqEnNa{D^bUe*wwo`(2Byrn62ZT})NO3IX+96ngW
z6kzAd?E=7dQvqBVOb@xZ7yF8wJ8f{ACb=d0r`ARzZQ5Y0n;Y|uqnltWA&g=|k@IW$
zmlv8129D8P9fz|DlK}sG#w*vshG#;f(Wn-%sB!_ZrCB#diG&TA!fS`A_@I?4u$lm!
z_#1<`fE+(`^8A~N?V-l|UvF>DdRYsYESbt*y>dm<iWdk$DQW4kG=UVeMdXX1PB972
z{Vvi71=!9AJ_A~hg=YyxxcH!;pi42x-MugK*)5hR$<3mc8WPH(o7xa1VhIbcRpOcp
zf}H{m8CGWIYwf9!59900p<9SpvF2cMJ`N1bzt929XD%4wQKBx&u-Rfk4KLKNVXG=D
zrD1VfpzCsu$GQ_r8IDIjD5z#o067;-V47>f5upT7GumV62AEuEm^}^9e<9J)nSijR
zK+&|q4B7W>3V?Zp5Zs_n5p;*phCl+O+#ad`Vo3#74AIMA16uYKIwC4jh&neH7SRIW
z43tG`0gW98vH(=53<mUe{YA5j4&Ods2e_aP&XS6NGig9^ronRJ7Z%zcK`}zFEqCj#
zw^A8exh=q3;M3V_du(tS;4Vr9#Wk8Jy}7ZWnpC%mYjJaNF-LfBAkZAYe%#M*-f{(8
zRmzZP{ruT8#41HtaUf1Z0X{&-$2w;hAm2gl9^3I4OL8L@gu4Mm!0fTuu7RAMqjll&
z&|^u{%7!PrE#C$WehjusPf+>Dh(3Jy05jeR7Q|~>uMKXEZO~HYuqvz|_*puE^Z@A;
zEIZPh!OfcvM-dRCI=~04PEL)ECPC%8*N75o^xBFC>uxe5zyED_DJX1#RN?%uWqwm>
z*wPmG0X~o*e;ToF_w!s_P1NsB-h*OlK%XZB1sw&cH(&bJ6(Q#46d(Y=7U+^}yn6>4
zCaMiAeRkbKRoIbri**%1DO5K$a-#W5mbxvW=wS;09xUwtO_0{c_KN1_>##-PLs58s
z@Y(@Oae6mDOOo5(&aMS|UpsEB-1fj%Gg%Cjme9C;;}#MTsjaR?iHnO*HpTjaB_0Rg
zMu>U*+*~z(01!2BnDAM4oJahF0OIVRI}y+T3$Xbt;Zxn<3I}J$<IM;-US0z$GZ`N!
zj;vFCE}*SR0Qw!kPlDUcG7Afgat9WT1;Yyf&_&{d2ZMm7stIAC179M)b+;-Ow^ax_
zHyKC`@*aNV>+gN`Qi<MqgE0I<1zu9k;HWzzdPfOdD8UdQOifKa3|>Ug^dJz5fJnIq
zQeK1sNdTbV93f+B!Z@+YiNxFFo<Q~syRW=?aO6xXv;(by2rt0Hh^MRHeO?|sL=?5z
z7YJd#L|@2V?NF&g{@s0u;{WV{{=bY_M27hP9$)(Z@9IYkz^()m{BP&BpKb4@>^gR_
Tfvlw#xdci|;Y#MEn|J>Qlx;iz

literal 0
HcmV?d00001

diff --git a/Experiments/MQ7.svg b/Experiments/MQ7.svg
new file mode 100644
index 0000000..6d79eb7
--- /dev/null
+++ b/Experiments/MQ7.svg
@@ -0,0 +1,2029 @@
+<?xml version="1.0" encoding="utf-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
+  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<!-- Created with matplotlib (https://matplotlib.org/) -->
+<svg height="396pt" version="1.1" viewBox="0 0 648 396" width="648pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+ <defs>
+  <style type="text/css">
+*{stroke-linecap:butt;stroke-linejoin:round;}
+  </style>
+ </defs>
+ <g id="figure_1">
+  <g id="patch_1">
+   <path d="M 0 396 
+L 648 396 
+L 648 0 
+L 0 0 
+z
+" style="fill:#ffffff;"/>
+  </g>
+  <g id="axes_1">
+   <g id="patch_2">
+    <path d="M 81 346.5 
+L 583.2 346.5 
+L 583.2 47.52 
+L 81 47.52 
+z
+" style="fill:#ffffff;"/>
+   </g>
+   <g id="matplotlib.axis_1">
+    <g id="xtick_1">
+     <g id="line2d_1">
+      <defs>
+       <path d="M 0 0 
+L 0 3.5 
+" id="mebd47d1c6d" style="stroke:#000000;stroke-width:0.8;"/>
+      </defs>
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="203.286318" xlink:href="#mebd47d1c6d" y="346.5"/>
+      </g>
+     </g>
+     <g id="text_1">
+      <!-- $\mathdefault{10^{2}}$ -->
+      <defs>
+       <path d="M 12.40625 8.296875 
+L 28.515625 8.296875 
+L 28.515625 63.921875 
+L 10.984375 60.40625 
+L 10.984375 69.390625 
+L 28.421875 72.90625 
+L 38.28125 72.90625 
+L 38.28125 8.296875 
+L 54.390625 8.296875 
+L 54.390625 0 
+L 12.40625 0 
+z
+" id="DejaVuSans-49"/>
+       <path d="M 31.78125 66.40625 
+Q 24.171875 66.40625 20.328125 58.90625 
+Q 16.5 51.421875 16.5 36.375 
+Q 16.5 21.390625 20.328125 13.890625 
+Q 24.171875 6.390625 31.78125 6.390625 
+Q 39.453125 6.390625 43.28125 13.890625 
+Q 47.125 21.390625 47.125 36.375 
+Q 47.125 51.421875 43.28125 58.90625 
+Q 39.453125 66.40625 31.78125 66.40625 
+z
+M 31.78125 74.21875 
+Q 44.046875 74.21875 50.515625 64.515625 
+Q 56.984375 54.828125 56.984375 36.375 
+Q 56.984375 17.96875 50.515625 8.265625 
+Q 44.046875 -1.421875 31.78125 -1.421875 
+Q 19.53125 -1.421875 13.0625 8.265625 
+Q 6.59375 17.96875 6.59375 36.375 
+Q 6.59375 54.828125 13.0625 64.515625 
+Q 19.53125 74.21875 31.78125 74.21875 
+z
+" id="DejaVuSans-48"/>
+       <path d="M 19.1875 8.296875 
+L 53.609375 8.296875 
+L 53.609375 0 
+L 7.328125 0 
+L 7.328125 8.296875 
+Q 12.9375 14.109375 22.625 23.890625 
+Q 32.328125 33.6875 34.8125 36.53125 
+Q 39.546875 41.84375 41.421875 45.53125 
+Q 43.3125 49.21875 43.3125 52.78125 
+Q 43.3125 58.59375 39.234375 62.25 
+Q 35.15625 65.921875 28.609375 65.921875 
+Q 23.96875 65.921875 18.8125 64.3125 
+Q 13.671875 62.703125 7.8125 59.421875 
+L 7.8125 69.390625 
+Q 13.765625 71.78125 18.9375 73 
+Q 24.125 74.21875 28.421875 74.21875 
+Q 39.75 74.21875 46.484375 68.546875 
+Q 53.21875 62.890625 53.21875 53.421875 
+Q 53.21875 48.921875 51.53125 44.890625 
+Q 49.859375 40.875 45.40625 35.40625 
+Q 44.1875 33.984375 37.640625 27.21875 
+Q 31.109375 20.453125 19.1875 8.296875 
+z
+" id="DejaVuSans-50"/>
+      </defs>
+      <g transform="translate(194.486318 361.098437)scale(0.1 -0.1)">
+       <use transform="translate(0 0.765625)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.765625)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 39.046875)scale(0.7)" xlink:href="#DejaVuSans-50"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_2">
+     <g id="line2d_2">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="385.383992" xlink:href="#mebd47d1c6d" y="346.5"/>
+      </g>
+     </g>
+     <g id="text_2">
+      <!-- $\mathdefault{10^{3}}$ -->
+      <defs>
+       <path d="M 40.578125 39.3125 
+Q 47.65625 37.796875 51.625 33 
+Q 55.609375 28.21875 55.609375 21.1875 
+Q 55.609375 10.40625 48.1875 4.484375 
+Q 40.765625 -1.421875 27.09375 -1.421875 
+Q 22.515625 -1.421875 17.65625 -0.515625 
+Q 12.796875 0.390625 7.625 2.203125 
+L 7.625 11.71875 
+Q 11.71875 9.328125 16.59375 8.109375 
+Q 21.484375 6.890625 26.8125 6.890625 
+Q 36.078125 6.890625 40.9375 10.546875 
+Q 45.796875 14.203125 45.796875 21.1875 
+Q 45.796875 27.640625 41.28125 31.265625 
+Q 36.765625 34.90625 28.71875 34.90625 
+L 20.21875 34.90625 
+L 20.21875 43.015625 
+L 29.109375 43.015625 
+Q 36.375 43.015625 40.234375 45.921875 
+Q 44.09375 48.828125 44.09375 54.296875 
+Q 44.09375 59.90625 40.109375 62.90625 
+Q 36.140625 65.921875 28.71875 65.921875 
+Q 24.65625 65.921875 20.015625 65.03125 
+Q 15.375 64.15625 9.8125 62.3125 
+L 9.8125 71.09375 
+Q 15.4375 72.65625 20.34375 73.4375 
+Q 25.25 74.21875 29.59375 74.21875 
+Q 40.828125 74.21875 47.359375 69.109375 
+Q 53.90625 64.015625 53.90625 55.328125 
+Q 53.90625 49.265625 50.4375 45.09375 
+Q 46.96875 40.921875 40.578125 39.3125 
+z
+" id="DejaVuSans-51"/>
+      </defs>
+      <g transform="translate(376.583992 361.098437)scale(0.1 -0.1)">
+       <use transform="translate(0 0.765625)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.765625)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 39.046875)scale(0.7)" xlink:href="#DejaVuSans-51"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_3">
+     <g id="line2d_3">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="567.481666" xlink:href="#mebd47d1c6d" y="346.5"/>
+      </g>
+     </g>
+     <g id="text_3">
+      <!-- $\mathdefault{10^{4}}$ -->
+      <defs>
+       <path d="M 37.796875 64.3125 
+L 12.890625 25.390625 
+L 37.796875 25.390625 
+z
+M 35.203125 72.90625 
+L 47.609375 72.90625 
+L 47.609375 25.390625 
+L 58.015625 25.390625 
+L 58.015625 17.1875 
+L 47.609375 17.1875 
+L 47.609375 0 
+L 37.796875 0 
+L 37.796875 17.1875 
+L 4.890625 17.1875 
+L 4.890625 26.703125 
+z
+" id="DejaVuSans-52"/>
+      </defs>
+      <g transform="translate(558.681666 361.098437)scale(0.1 -0.1)">
+       <use transform="translate(0 0.684375)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.684375)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 38.965625)scale(0.7)" xlink:href="#DejaVuSans-52"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_4">
+     <g id="line2d_4">
+      <path clip-path="url(#p5a4a28528e)" d="M 108.071315 346.5 
+L 108.071315 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_5">
+      <defs>
+       <path d="M 0 0 
+L 0 2 
+" id="m3756b973ab" style="stroke:#000000;stroke-width:0.6;"/>
+      </defs>
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="108.071315" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_5">
+     <g id="line2d_6">
+      <path clip-path="url(#p5a4a28528e)" d="M 130.822368 346.5 
+L 130.822368 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_7">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="130.822368" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_6">
+     <g id="line2d_8">
+      <path clip-path="url(#p5a4a28528e)" d="M 148.469456 346.5 
+L 148.469456 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_9">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="148.469456" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_7">
+     <g id="line2d_10">
+      <path clip-path="url(#p5a4a28528e)" d="M 162.888177 346.5 
+L 162.888177 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_11">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="162.888177" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_8">
+     <g id="line2d_12">
+      <path clip-path="url(#p5a4a28528e)" d="M 175.079031 346.5 
+L 175.079031 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_13">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="175.079031" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_9">
+     <g id="line2d_14">
+      <path clip-path="url(#p5a4a28528e)" d="M 185.63923 346.5 
+L 185.63923 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_15">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="185.63923" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_10">
+     <g id="line2d_16">
+      <path clip-path="url(#p5a4a28528e)" d="M 194.953985 346.5 
+L 194.953985 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_17">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="194.953985" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_11">
+     <g id="line2d_18">
+      <path clip-path="url(#p5a4a28528e)" d="M 258.10318 346.5 
+L 258.10318 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_19">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="258.10318" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_12">
+     <g id="line2d_20">
+      <path clip-path="url(#p5a4a28528e)" d="M 290.168988 346.5 
+L 290.168988 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_21">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="290.168988" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_13">
+     <g id="line2d_22">
+      <path clip-path="url(#p5a4a28528e)" d="M 312.920042 346.5 
+L 312.920042 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_23">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="312.920042" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_14">
+     <g id="line2d_24">
+      <path clip-path="url(#p5a4a28528e)" d="M 330.56713 346.5 
+L 330.56713 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_25">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="330.56713" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_15">
+     <g id="line2d_26">
+      <path clip-path="url(#p5a4a28528e)" d="M 344.98585 346.5 
+L 344.98585 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_27">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="344.98585" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_16">
+     <g id="line2d_28">
+      <path clip-path="url(#p5a4a28528e)" d="M 357.176705 346.5 
+L 357.176705 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_29">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="357.176705" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_17">
+     <g id="line2d_30">
+      <path clip-path="url(#p5a4a28528e)" d="M 367.736904 346.5 
+L 367.736904 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_31">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="367.736904" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_18">
+     <g id="line2d_32">
+      <path clip-path="url(#p5a4a28528e)" d="M 377.051659 346.5 
+L 377.051659 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_33">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="377.051659" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_19">
+     <g id="line2d_34">
+      <path clip-path="url(#p5a4a28528e)" d="M 440.200854 346.5 
+L 440.200854 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_35">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="440.200854" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_20">
+     <g id="line2d_36">
+      <path clip-path="url(#p5a4a28528e)" d="M 472.266662 346.5 
+L 472.266662 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_37">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="472.266662" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_21">
+     <g id="line2d_38">
+      <path clip-path="url(#p5a4a28528e)" d="M 495.017716 346.5 
+L 495.017716 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_39">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="495.017716" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_22">
+     <g id="line2d_40">
+      <path clip-path="url(#p5a4a28528e)" d="M 512.664804 346.5 
+L 512.664804 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_41">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="512.664804" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_23">
+     <g id="line2d_42">
+      <path clip-path="url(#p5a4a28528e)" d="M 527.083524 346.5 
+L 527.083524 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_43">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="527.083524" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_24">
+     <g id="line2d_44">
+      <path clip-path="url(#p5a4a28528e)" d="M 539.274379 346.5 
+L 539.274379 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_45">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="539.274379" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_25">
+     <g id="line2d_46">
+      <path clip-path="url(#p5a4a28528e)" d="M 549.834578 346.5 
+L 549.834578 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_47">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="549.834578" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="xtick_26">
+     <g id="line2d_48">
+      <path clip-path="url(#p5a4a28528e)" d="M 559.149333 346.5 
+L 559.149333 47.52 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_49">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="559.149333" xlink:href="#m3756b973ab" y="346.5"/>
+      </g>
+     </g>
+    </g>
+    <g id="text_4">
+     <!-- PPM Concentration -->
+     <defs>
+      <path d="M 19.671875 64.796875 
+L 19.671875 37.40625 
+L 32.078125 37.40625 
+Q 38.96875 37.40625 42.71875 40.96875 
+Q 46.484375 44.53125 46.484375 51.125 
+Q 46.484375 57.671875 42.71875 61.234375 
+Q 38.96875 64.796875 32.078125 64.796875 
+z
+M 9.8125 72.90625 
+L 32.078125 72.90625 
+Q 44.34375 72.90625 50.609375 67.359375 
+Q 56.890625 61.8125 56.890625 51.125 
+Q 56.890625 40.328125 50.609375 34.8125 
+Q 44.34375 29.296875 32.078125 29.296875 
+L 19.671875 29.296875 
+L 19.671875 0 
+L 9.8125 0 
+z
+" id="DejaVuSans-80"/>
+      <path d="M 9.8125 72.90625 
+L 24.515625 72.90625 
+L 43.109375 23.296875 
+L 61.8125 72.90625 
+L 76.515625 72.90625 
+L 76.515625 0 
+L 66.890625 0 
+L 66.890625 64.015625 
+L 48.09375 14.015625 
+L 38.1875 14.015625 
+L 19.390625 64.015625 
+L 19.390625 0 
+L 9.8125 0 
+z
+" id="DejaVuSans-77"/>
+      <path id="DejaVuSans-32"/>
+      <path d="M 64.40625 67.28125 
+L 64.40625 56.890625 
+Q 59.421875 61.53125 53.78125 63.8125 
+Q 48.140625 66.109375 41.796875 66.109375 
+Q 29.296875 66.109375 22.65625 58.46875 
+Q 16.015625 50.828125 16.015625 36.375 
+Q 16.015625 21.96875 22.65625 14.328125 
+Q 29.296875 6.6875 41.796875 6.6875 
+Q 48.140625 6.6875 53.78125 8.984375 
+Q 59.421875 11.28125 64.40625 15.921875 
+L 64.40625 5.609375 
+Q 59.234375 2.09375 53.4375 0.328125 
+Q 47.65625 -1.421875 41.21875 -1.421875 
+Q 24.65625 -1.421875 15.125 8.703125 
+Q 5.609375 18.84375 5.609375 36.375 
+Q 5.609375 53.953125 15.125 64.078125 
+Q 24.65625 74.21875 41.21875 74.21875 
+Q 47.75 74.21875 53.53125 72.484375 
+Q 59.328125 70.75 64.40625 67.28125 
+z
+" id="DejaVuSans-67"/>
+      <path d="M 30.609375 48.390625 
+Q 23.390625 48.390625 19.1875 42.75 
+Q 14.984375 37.109375 14.984375 27.296875 
+Q 14.984375 17.484375 19.15625 11.84375 
+Q 23.34375 6.203125 30.609375 6.203125 
+Q 37.796875 6.203125 41.984375 11.859375 
+Q 46.1875 17.53125 46.1875 27.296875 
+Q 46.1875 37.015625 41.984375 42.703125 
+Q 37.796875 48.390625 30.609375 48.390625 
+z
+M 30.609375 56 
+Q 42.328125 56 49.015625 48.375 
+Q 55.71875 40.765625 55.71875 27.296875 
+Q 55.71875 13.875 49.015625 6.21875 
+Q 42.328125 -1.421875 30.609375 -1.421875 
+Q 18.84375 -1.421875 12.171875 6.21875 
+Q 5.515625 13.875 5.515625 27.296875 
+Q 5.515625 40.765625 12.171875 48.375 
+Q 18.84375 56 30.609375 56 
+z
+" id="DejaVuSans-111"/>
+      <path d="M 54.890625 33.015625 
+L 54.890625 0 
+L 45.90625 0 
+L 45.90625 32.71875 
+Q 45.90625 40.484375 42.875 44.328125 
+Q 39.84375 48.1875 33.796875 48.1875 
+Q 26.515625 48.1875 22.3125 43.546875 
+Q 18.109375 38.921875 18.109375 30.90625 
+L 18.109375 0 
+L 9.078125 0 
+L 9.078125 54.6875 
+L 18.109375 54.6875 
+L 18.109375 46.1875 
+Q 21.34375 51.125 25.703125 53.5625 
+Q 30.078125 56 35.796875 56 
+Q 45.21875 56 50.046875 50.171875 
+Q 54.890625 44.34375 54.890625 33.015625 
+z
+" id="DejaVuSans-110"/>
+      <path d="M 48.78125 52.59375 
+L 48.78125 44.1875 
+Q 44.96875 46.296875 41.140625 47.34375 
+Q 37.3125 48.390625 33.40625 48.390625 
+Q 24.65625 48.390625 19.8125 42.84375 
+Q 14.984375 37.3125 14.984375 27.296875 
+Q 14.984375 17.28125 19.8125 11.734375 
+Q 24.65625 6.203125 33.40625 6.203125 
+Q 37.3125 6.203125 41.140625 7.25 
+Q 44.96875 8.296875 48.78125 10.40625 
+L 48.78125 2.09375 
+Q 45.015625 0.34375 40.984375 -0.53125 
+Q 36.96875 -1.421875 32.421875 -1.421875 
+Q 20.0625 -1.421875 12.78125 6.34375 
+Q 5.515625 14.109375 5.515625 27.296875 
+Q 5.515625 40.671875 12.859375 48.328125 
+Q 20.21875 56 33.015625 56 
+Q 37.15625 56 41.109375 55.140625 
+Q 45.0625 54.296875 48.78125 52.59375 
+z
+" id="DejaVuSans-99"/>
+      <path d="M 56.203125 29.59375 
+L 56.203125 25.203125 
+L 14.890625 25.203125 
+Q 15.484375 15.921875 20.484375 11.0625 
+Q 25.484375 6.203125 34.421875 6.203125 
+Q 39.59375 6.203125 44.453125 7.46875 
+Q 49.3125 8.734375 54.109375 11.28125 
+L 54.109375 2.78125 
+Q 49.265625 0.734375 44.1875 -0.34375 
+Q 39.109375 -1.421875 33.890625 -1.421875 
+Q 20.796875 -1.421875 13.15625 6.1875 
+Q 5.515625 13.8125 5.515625 26.8125 
+Q 5.515625 40.234375 12.765625 48.109375 
+Q 20.015625 56 32.328125 56 
+Q 43.359375 56 49.78125 48.890625 
+Q 56.203125 41.796875 56.203125 29.59375 
+z
+M 47.21875 32.234375 
+Q 47.125 39.59375 43.09375 43.984375 
+Q 39.0625 48.390625 32.421875 48.390625 
+Q 24.90625 48.390625 20.390625 44.140625 
+Q 15.875 39.890625 15.1875 32.171875 
+z
+" id="DejaVuSans-101"/>
+      <path d="M 18.3125 70.21875 
+L 18.3125 54.6875 
+L 36.8125 54.6875 
+L 36.8125 47.703125 
+L 18.3125 47.703125 
+L 18.3125 18.015625 
+Q 18.3125 11.328125 20.140625 9.421875 
+Q 21.96875 7.515625 27.59375 7.515625 
+L 36.8125 7.515625 
+L 36.8125 0 
+L 27.59375 0 
+Q 17.1875 0 13.234375 3.875 
+Q 9.28125 7.765625 9.28125 18.015625 
+L 9.28125 47.703125 
+L 2.6875 47.703125 
+L 2.6875 54.6875 
+L 9.28125 54.6875 
+L 9.28125 70.21875 
+z
+" id="DejaVuSans-116"/>
+      <path d="M 41.109375 46.296875 
+Q 39.59375 47.171875 37.8125 47.578125 
+Q 36.03125 48 33.890625 48 
+Q 26.265625 48 22.1875 43.046875 
+Q 18.109375 38.09375 18.109375 28.8125 
+L 18.109375 0 
+L 9.078125 0 
+L 9.078125 54.6875 
+L 18.109375 54.6875 
+L 18.109375 46.1875 
+Q 20.953125 51.171875 25.484375 53.578125 
+Q 30.03125 56 36.53125 56 
+Q 37.453125 56 38.578125 55.875 
+Q 39.703125 55.765625 41.0625 55.515625 
+z
+" id="DejaVuSans-114"/>
+      <path d="M 34.28125 27.484375 
+Q 23.390625 27.484375 19.1875 25 
+Q 14.984375 22.515625 14.984375 16.5 
+Q 14.984375 11.71875 18.140625 8.90625 
+Q 21.296875 6.109375 26.703125 6.109375 
+Q 34.1875 6.109375 38.703125 11.40625 
+Q 43.21875 16.703125 43.21875 25.484375 
+L 43.21875 27.484375 
+z
+M 52.203125 31.203125 
+L 52.203125 0 
+L 43.21875 0 
+L 43.21875 8.296875 
+Q 40.140625 3.328125 35.546875 0.953125 
+Q 30.953125 -1.421875 24.3125 -1.421875 
+Q 15.921875 -1.421875 10.953125 3.296875 
+Q 6 8.015625 6 15.921875 
+Q 6 25.140625 12.171875 29.828125 
+Q 18.359375 34.515625 30.609375 34.515625 
+L 43.21875 34.515625 
+L 43.21875 35.40625 
+Q 43.21875 41.609375 39.140625 45 
+Q 35.0625 48.390625 27.6875 48.390625 
+Q 23 48.390625 18.546875 47.265625 
+Q 14.109375 46.140625 10.015625 43.890625 
+L 10.015625 52.203125 
+Q 14.9375 54.109375 19.578125 55.046875 
+Q 24.21875 56 28.609375 56 
+Q 40.484375 56 46.34375 49.84375 
+Q 52.203125 43.703125 52.203125 31.203125 
+z
+" id="DejaVuSans-97"/>
+      <path d="M 9.421875 54.6875 
+L 18.40625 54.6875 
+L 18.40625 0 
+L 9.421875 0 
+z
+M 9.421875 75.984375 
+L 18.40625 75.984375 
+L 18.40625 64.59375 
+L 9.421875 64.59375 
+z
+" id="DejaVuSans-105"/>
+     </defs>
+     <g transform="translate(284.796094 374.776563)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-80"/>
+      <use x="60.302734" xlink:href="#DejaVuSans-80"/>
+      <use x="120.605469" xlink:href="#DejaVuSans-77"/>
+      <use x="206.884766" xlink:href="#DejaVuSans-32"/>
+      <use x="238.671875" xlink:href="#DejaVuSans-67"/>
+      <use x="308.496094" xlink:href="#DejaVuSans-111"/>
+      <use x="369.677734" xlink:href="#DejaVuSans-110"/>
+      <use x="433.056641" xlink:href="#DejaVuSans-99"/>
+      <use x="488.037109" xlink:href="#DejaVuSans-101"/>
+      <use x="549.560547" xlink:href="#DejaVuSans-110"/>
+      <use x="612.939453" xlink:href="#DejaVuSans-116"/>
+      <use x="652.148438" xlink:href="#DejaVuSans-114"/>
+      <use x="693.261719" xlink:href="#DejaVuSans-97"/>
+      <use x="754.541016" xlink:href="#DejaVuSans-116"/>
+      <use x="793.75" xlink:href="#DejaVuSans-105"/>
+      <use x="821.533203" xlink:href="#DejaVuSans-111"/>
+      <use x="882.714844" xlink:href="#DejaVuSans-110"/>
+     </g>
+    </g>
+   </g>
+   <g id="matplotlib.axis_2">
+    <g id="ytick_1">
+     <g id="line2d_50">
+      <defs>
+       <path d="M 0 0 
+L -3.5 0 
+" id="m97cc45af1e" style="stroke:#000000;stroke-width:0.8;"/>
+      </defs>
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="81" xlink:href="#m97cc45af1e" y="281.549744"/>
+      </g>
+     </g>
+     <g id="text_5">
+      <!-- $\mathdefault{10^{-1}}$ -->
+      <defs>
+       <path d="M 10.59375 35.5 
+L 73.1875 35.5 
+L 73.1875 27.203125 
+L 10.59375 27.203125 
+z
+" id="DejaVuSans-8722"/>
+      </defs>
+      <g transform="translate(50.5 285.348963)scale(0.1 -0.1)">
+       <use transform="translate(0 0.684375)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.684375)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 38.965625)scale(0.7)" xlink:href="#DejaVuSans-8722"/>
+       <use transform="translate(186.855469 38.965625)scale(0.7)" xlink:href="#DejaVuSans-49"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_2">
+     <g id="line2d_51">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="81" xlink:href="#m97cc45af1e" y="208.069829"/>
+      </g>
+     </g>
+     <g id="text_6">
+      <!-- $\mathdefault{10^{0}}$ -->
+      <g transform="translate(56.4 211.869048)scale(0.1 -0.1)">
+       <use transform="translate(0 0.765625)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.765625)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 39.046875)scale(0.7)" xlink:href="#DejaVuSans-48"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_3">
+     <g id="line2d_52">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="81" xlink:href="#m97cc45af1e" y="134.589915"/>
+      </g>
+     </g>
+     <g id="text_7">
+      <!-- $\mathdefault{10^{1}}$ -->
+      <g transform="translate(56.4 138.389133)scale(0.1 -0.1)">
+       <use transform="translate(0 0.684375)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.684375)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 38.965625)scale(0.7)" xlink:href="#DejaVuSans-49"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_4">
+     <g id="line2d_53">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.8;" x="81" xlink:href="#m97cc45af1e" y="61.11"/>
+      </g>
+     </g>
+     <g id="text_8">
+      <!-- $\mathdefault{10^{2}}$ -->
+      <g transform="translate(56.4 64.909219)scale(0.1 -0.1)">
+       <use transform="translate(0 0.765625)" xlink:href="#DejaVuSans-49"/>
+       <use transform="translate(63.623047 0.765625)" xlink:href="#DejaVuSans-48"/>
+       <use transform="translate(128.203125 39.046875)scale(0.7)" xlink:href="#DejaVuSans-50"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_5">
+     <g id="line2d_54">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 332.91 
+L 583.2 332.91 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_55">
+      <defs>
+       <path d="M 0 0 
+L -2 0 
+" id="md7f6804b18" style="stroke:#000000;stroke-width:0.6;"/>
+      </defs>
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="332.91"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_6">
+     <g id="line2d_56">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 319.970829 
+L 583.2 319.970829 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_57">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="319.970829"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_7">
+     <g id="line2d_58">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 310.790342 
+L 583.2 310.790342 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_59">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="310.790342"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_8">
+     <g id="line2d_60">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 303.669402 
+L 583.2 303.669402 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_61">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="303.669402"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_9">
+     <g id="line2d_62">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 297.851171 
+L 583.2 297.851171 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_63">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="297.851171"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_10">
+     <g id="line2d_64">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 292.931927 
+L 583.2 292.931927 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_65">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="292.931927"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_11">
+     <g id="line2d_66">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 288.670683 
+L 583.2 288.670683 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_67">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="288.670683"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_12">
+     <g id="line2d_68">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 284.912 
+L 583.2 284.912 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_69">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="284.912"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_13">
+     <g id="line2d_70">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 259.430085 
+L 583.2 259.430085 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_71">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="259.430085"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_14">
+     <g id="line2d_72">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 246.490915 
+L 583.2 246.490915 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_73">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="246.490915"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_15">
+     <g id="line2d_74">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 237.310427 
+L 583.2 237.310427 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_75">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="237.310427"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_16">
+     <g id="line2d_76">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 230.189488 
+L 583.2 230.189488 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_77">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="230.189488"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_17">
+     <g id="line2d_78">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 224.371256 
+L 583.2 224.371256 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_79">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="224.371256"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_18">
+     <g id="line2d_80">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 219.452012 
+L 583.2 219.452012 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_81">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="219.452012"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_19">
+     <g id="line2d_82">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 215.190769 
+L 583.2 215.190769 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_83">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="215.190769"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_20">
+     <g id="line2d_84">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 211.432086 
+L 583.2 211.432086 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_85">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="211.432086"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_21">
+     <g id="line2d_86">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 185.950171 
+L 583.2 185.950171 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_87">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="185.950171"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_22">
+     <g id="line2d_88">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 173.011 
+L 583.2 173.011 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_89">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="173.011"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_23">
+     <g id="line2d_90">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 163.830512 
+L 583.2 163.830512 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_91">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="163.830512"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_24">
+     <g id="line2d_92">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 156.709573 
+L 583.2 156.709573 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_93">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="156.709573"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_25">
+     <g id="line2d_94">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 150.891342 
+L 583.2 150.891342 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_95">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="150.891342"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_26">
+     <g id="line2d_96">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 145.972097 
+L 583.2 145.972097 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_97">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="145.972097"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_27">
+     <g id="line2d_98">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 141.710854 
+L 583.2 141.710854 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_99">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="141.710854"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_28">
+     <g id="line2d_100">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 137.952171 
+L 583.2 137.952171 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_101">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="137.952171"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_29">
+     <g id="line2d_102">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 112.470256 
+L 583.2 112.470256 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_103">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="112.470256"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_30">
+     <g id="line2d_104">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 99.531086 
+L 583.2 99.531086 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_105">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="99.531086"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_31">
+     <g id="line2d_106">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 90.350598 
+L 583.2 90.350598 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_107">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="90.350598"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_32">
+     <g id="line2d_108">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 83.229658 
+L 583.2 83.229658 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_109">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="83.229658"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_33">
+     <g id="line2d_110">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 77.411427 
+L 583.2 77.411427 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_111">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="77.411427"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_34">
+     <g id="line2d_112">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 72.492183 
+L 583.2 72.492183 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_113">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="72.492183"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_35">
+     <g id="line2d_114">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 68.230939 
+L 583.2 68.230939 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_115">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="68.230939"/>
+      </g>
+     </g>
+    </g>
+    <g id="ytick_36">
+     <g id="line2d_116">
+      <path clip-path="url(#p5a4a28528e)" d="M 81 64.472256 
+L 583.2 64.472256 
+" style="fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;"/>
+     </g>
+     <g id="line2d_117">
+      <g>
+       <use style="stroke:#000000;stroke-width:0.6;" x="81" xlink:href="#md7f6804b18" y="64.472256"/>
+      </g>
+     </g>
+    </g>
+    <g id="text_9">
+     <!-- Rs/Ro -->
+     <defs>
+      <path d="M 44.390625 34.1875 
+Q 47.5625 33.109375 50.5625 29.59375 
+Q 53.5625 26.078125 56.59375 19.921875 
+L 66.609375 0 
+L 56 0 
+L 46.6875 18.703125 
+Q 43.0625 26.03125 39.671875 28.421875 
+Q 36.28125 30.8125 30.421875 30.8125 
+L 19.671875 30.8125 
+L 19.671875 0 
+L 9.8125 0 
+L 9.8125 72.90625 
+L 32.078125 72.90625 
+Q 44.578125 72.90625 50.734375 67.671875 
+Q 56.890625 62.453125 56.890625 51.90625 
+Q 56.890625 45.015625 53.6875 40.46875 
+Q 50.484375 35.9375 44.390625 34.1875 
+z
+M 19.671875 64.796875 
+L 19.671875 38.921875 
+L 32.078125 38.921875 
+Q 39.203125 38.921875 42.84375 42.21875 
+Q 46.484375 45.515625 46.484375 51.90625 
+Q 46.484375 58.296875 42.84375 61.546875 
+Q 39.203125 64.796875 32.078125 64.796875 
+z
+" id="DejaVuSans-82"/>
+      <path d="M 44.28125 53.078125 
+L 44.28125 44.578125 
+Q 40.484375 46.53125 36.375 47.5 
+Q 32.28125 48.484375 27.875 48.484375 
+Q 21.1875 48.484375 17.84375 46.4375 
+Q 14.5 44.390625 14.5 40.28125 
+Q 14.5 37.15625 16.890625 35.375 
+Q 19.28125 33.59375 26.515625 31.984375 
+L 29.59375 31.296875 
+Q 39.15625 29.25 43.1875 25.515625 
+Q 47.21875 21.78125 47.21875 15.09375 
+Q 47.21875 7.46875 41.1875 3.015625 
+Q 35.15625 -1.421875 24.609375 -1.421875 
+Q 20.21875 -1.421875 15.453125 -0.5625 
+Q 10.6875 0.296875 5.421875 2 
+L 5.421875 11.28125 
+Q 10.40625 8.6875 15.234375 7.390625 
+Q 20.0625 6.109375 24.8125 6.109375 
+Q 31.15625 6.109375 34.5625 8.28125 
+Q 37.984375 10.453125 37.984375 14.40625 
+Q 37.984375 18.0625 35.515625 20.015625 
+Q 33.0625 21.96875 24.703125 23.78125 
+L 21.578125 24.515625 
+Q 13.234375 26.265625 9.515625 29.90625 
+Q 5.8125 33.546875 5.8125 39.890625 
+Q 5.8125 47.609375 11.28125 51.796875 
+Q 16.75 56 26.8125 56 
+Q 31.78125 56 36.171875 55.265625 
+Q 40.578125 54.546875 44.28125 53.078125 
+z
+" id="DejaVuSans-115"/>
+      <path d="M 25.390625 72.90625 
+L 33.6875 72.90625 
+L 8.296875 -9.28125 
+L 0 -9.28125 
+z
+" id="DejaVuSans-47"/>
+     </defs>
+     <g transform="translate(44.420313 211.30375)rotate(-90)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-82"/>
+      <use x="69.482422" xlink:href="#DejaVuSans-115"/>
+      <use x="121.582031" xlink:href="#DejaVuSans-47"/>
+      <use x="155.273438" xlink:href="#DejaVuSans-82"/>
+      <use x="224.693359" xlink:href="#DejaVuSans-111"/>
+     </g>
+    </g>
+   </g>
+   <g id="line2d_118">
+    <path clip-path="url(#p5a4a28528e)" d="M 476.130148 332.91 
+L 474.981647 319.970829 
+L 473.816221 310.790342 
+L 472.633363 303.669402 
+L 471.432544 297.851171 
+L 470.213211 292.931927 
+L 468.974783 288.670683 
+L 467.716652 284.912 
+L 466.438182 281.549744 
+L 452.369174 259.430085 
+L 435.243773 246.490915 
+L 413.354621 237.310427 
+L 382.984938 230.189488 
+L 333.048536 224.371256 
+L 165.167284 219.452012 
+L -1 219.44813 
+" style="fill:none;stroke:#1f77b4;stroke-linecap:square;"/>
+    <defs>
+     <path d="M 0 3 
+C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
+C 2.683901 1.55874 3 0.795609 3 0 
+C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
+C 1.55874 -2.683901 0.795609 -3 0 -3 
+C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
+C -2.683901 -1.55874 -3 -0.795609 -3 0 
+C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
+C -1.55874 2.683901 -0.795609 3 0 3 
+z
+" id="m5a1804a77c" style="stroke:#1f77b4;"/>
+    </defs>
+    <g clip-path="url(#p5a4a28528e)">
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="476.130148" xlink:href="#m5a1804a77c" y="332.91"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="474.981647" xlink:href="#m5a1804a77c" y="319.970829"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="473.816221" xlink:href="#m5a1804a77c" y="310.790342"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="472.633363" xlink:href="#m5a1804a77c" y="303.669402"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="471.432544" xlink:href="#m5a1804a77c" y="297.851171"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="470.213211" xlink:href="#m5a1804a77c" y="292.931927"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="468.974783" xlink:href="#m5a1804a77c" y="288.670683"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="467.716652" xlink:href="#m5a1804a77c" y="284.912"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="466.438182" xlink:href="#m5a1804a77c" y="281.549744"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="452.369174" xlink:href="#m5a1804a77c" y="259.430085"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="435.243773" xlink:href="#m5a1804a77c" y="246.490915"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="413.354621" xlink:href="#m5a1804a77c" y="237.310427"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="382.984938" xlink:href="#m5a1804a77c" y="230.189488"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="333.048536" xlink:href="#m5a1804a77c" y="224.371256"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="165.167284" xlink:href="#m5a1804a77c" y="219.452012"/>
+     <use style="fill:#1f77b4;stroke:#1f77b4;" x="-1" xlink:href="#m5a1804a77c" y="219.44813"/>
+    </g>
+   </g>
+   <g id="line2d_119">
+    <path clip-path="url(#p5a4a28528e)" d="M 560.372727 332.91 
+L 560.270694 319.970829 
+L 560.16853 310.790342 
+L 560.066233 303.669402 
+L 559.963803 297.851171 
+L 559.861241 292.931927 
+L 559.758546 288.670683 
+L 559.655717 284.912 
+L 559.552754 281.549744 
+L 558.515686 259.430085 
+L 557.464837 246.490915 
+L 556.399836 237.310427 
+L 555.320297 230.189488 
+L 554.225818 224.371256 
+L 553.115979 219.452012 
+L 551.990343 215.190769 
+L 550.848453 211.432086 
+L 549.689834 208.069829 
+L 537.06172 185.950171 
+L 522.026744 173.011 
+L 503.446176 163.830512 
+L 479.11441 156.709573 
+L 443.789114 150.891342 
+L 378.300809 145.972097 
+L -1 145.963248 
+" style="fill:none;stroke:#ff7f0e;stroke-linecap:square;"/>
+    <defs>
+     <path d="M 0 3 
+C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
+C 2.683901 1.55874 3 0.795609 3 0 
+C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
+C 1.55874 -2.683901 0.795609 -3 0 -3 
+C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
+C -2.683901 -1.55874 -3 -0.795609 -3 0 
+C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
+C -1.55874 2.683901 -0.795609 3 0 3 
+z
+" id="mca874eaf10" style="stroke:#ff7f0e;"/>
+    </defs>
+    <g clip-path="url(#p5a4a28528e)">
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="560.372727" xlink:href="#mca874eaf10" y="332.91"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="560.270694" xlink:href="#mca874eaf10" y="319.970829"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="560.16853" xlink:href="#mca874eaf10" y="310.790342"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="560.066233" xlink:href="#mca874eaf10" y="303.669402"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="559.963803" xlink:href="#mca874eaf10" y="297.851171"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="559.861241" xlink:href="#mca874eaf10" y="292.931927"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="559.758546" xlink:href="#mca874eaf10" y="288.670683"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="559.655717" xlink:href="#mca874eaf10" y="284.912"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="559.552754" xlink:href="#mca874eaf10" y="281.549744"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="558.515686" xlink:href="#mca874eaf10" y="259.430085"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="557.464837" xlink:href="#mca874eaf10" y="246.490915"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="556.399836" xlink:href="#mca874eaf10" y="237.310427"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="555.320297" xlink:href="#mca874eaf10" y="230.189488"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="554.225818" xlink:href="#mca874eaf10" y="224.371256"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="553.115979" xlink:href="#mca874eaf10" y="219.452012"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="551.990343" xlink:href="#mca874eaf10" y="215.190769"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="550.848453" xlink:href="#mca874eaf10" y="211.432086"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="549.689834" xlink:href="#mca874eaf10" y="208.069829"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="537.06172" xlink:href="#mca874eaf10" y="185.950171"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="522.026744" xlink:href="#mca874eaf10" y="173.011"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="503.446176" xlink:href="#mca874eaf10" y="163.830512"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="479.11441" xlink:href="#mca874eaf10" y="156.709573"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="443.789114" xlink:href="#mca874eaf10" y="150.891342"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="378.300809" xlink:href="#mca874eaf10" y="145.972097"/>
+     <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="-1" xlink:href="#mca874eaf10" y="145.963248"/>
+    </g>
+   </g>
+   <g id="line2d_120">
+    <path clip-path="url(#p5a4a28528e)" d="M 541.771862 332.91 
+L 541.732545 319.970829 
+L 541.693208 310.790342 
+L 541.653852 303.669402 
+L 541.614476 297.851171 
+L 541.57508 292.931927 
+L 541.535665 288.670683 
+L 541.49623 284.912 
+L 541.456775 281.549744 
+L 541.061142 259.430085 
+L 540.66352 246.490915 
+L 540.263889 237.310427 
+L 539.862228 230.189488 
+L 539.458517 224.371256 
+L 539.052734 219.452012 
+L 538.644859 215.190769 
+L 538.234869 211.432086 
+L 537.822742 208.069829 
+L 533.578858 185.950171 
+L 529.094256 173.011 
+L 524.339977 163.830512 
+L 519.281502 156.709573 
+L 513.877225 150.891342 
+L 508.076377 145.972097 
+L 501.816113 141.710854 
+L 495.017356 137.952171 
+L 487.578674 134.589915 
+L 148.498208 112.470256 
+L -1 112.459651 
+" style="fill:none;stroke:#2ca02c;stroke-linecap:square;"/>
+    <defs>
+     <path d="M 0 3 
+C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
+C 2.683901 1.55874 3 0.795609 3 0 
+C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
+C 1.55874 -2.683901 0.795609 -3 0 -3 
+C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
+C -2.683901 -1.55874 -3 -0.795609 -3 0 
+C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
+C -1.55874 2.683901 -0.795609 3 0 3 
+z
+" id="m348746bc45" style="stroke:#2ca02c;"/>
+    </defs>
+    <g clip-path="url(#p5a4a28528e)">
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.771862" xlink:href="#m348746bc45" y="332.91"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.732545" xlink:href="#m348746bc45" y="319.970829"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.693208" xlink:href="#m348746bc45" y="310.790342"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.653852" xlink:href="#m348746bc45" y="303.669402"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.614476" xlink:href="#m348746bc45" y="297.851171"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.57508" xlink:href="#m348746bc45" y="292.931927"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.535665" xlink:href="#m348746bc45" y="288.670683"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.49623" xlink:href="#m348746bc45" y="284.912"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.456775" xlink:href="#m348746bc45" y="281.549744"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="541.061142" xlink:href="#m348746bc45" y="259.430085"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="540.66352" xlink:href="#m348746bc45" y="246.490915"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="540.263889" xlink:href="#m348746bc45" y="237.310427"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="539.862228" xlink:href="#m348746bc45" y="230.189488"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="539.458517" xlink:href="#m348746bc45" y="224.371256"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="539.052734" xlink:href="#m348746bc45" y="219.452012"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="538.644859" xlink:href="#m348746bc45" y="215.190769"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="538.234869" xlink:href="#m348746bc45" y="211.432086"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="537.822742" xlink:href="#m348746bc45" y="208.069829"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="533.578858" xlink:href="#m348746bc45" y="185.950171"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="529.094256" xlink:href="#m348746bc45" y="173.011"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="524.339977" xlink:href="#m348746bc45" y="163.830512"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="519.281502" xlink:href="#m348746bc45" y="156.709573"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="513.877225" xlink:href="#m348746bc45" y="150.891342"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="508.076377" xlink:href="#m348746bc45" y="145.972097"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="501.816113" xlink:href="#m348746bc45" y="141.710854"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="495.017356" xlink:href="#m348746bc45" y="137.952171"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="487.578674" xlink:href="#m348746bc45" y="134.589915"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="148.498208" xlink:href="#m348746bc45" y="112.470256"/>
+     <use style="fill:#2ca02c;stroke:#2ca02c;" x="-1" xlink:href="#m348746bc45" y="112.459651"/>
+    </g>
+   </g>
+   <g id="line2d_121">
+    <path clip-path="url(#p5a4a28528e)" d="M 458.221993 332.91 
+L 457.328455 319.970829 
+L 456.424705 310.790342 
+L 455.510508 303.669402 
+L 454.58562 297.851171 
+L 453.649787 292.931927 
+L 452.702746 288.670683 
+L 451.744228 284.912 
+L 450.773949 281.549744 
+L 440.354137 259.430085 
+L 428.350079 246.490915 
+L 414.192133 237.310427 
+L 396.934603 230.189488 
+L 374.828579 224.371256 
+L 344.037256 219.452012 
+L 292.925065 215.190769 
+L 103.827273 211.432086 
+L -1 211.430153 
+" style="fill:none;stroke:#d62728;stroke-linecap:square;"/>
+    <defs>
+     <path d="M 0 3 
+C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
+C 2.683901 1.55874 3 0.795609 3 0 
+C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
+C 1.55874 -2.683901 0.795609 -3 0 -3 
+C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
+C -2.683901 -1.55874 -3 -0.795609 -3 0 
+C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
+C -1.55874 2.683901 -0.795609 3 0 3 
+z
+" id="m0dfce191f3" style="stroke:#d62728;"/>
+    </defs>
+    <g clip-path="url(#p5a4a28528e)">
+     <use style="fill:#d62728;stroke:#d62728;" x="458.221993" xlink:href="#m0dfce191f3" y="332.91"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="457.328455" xlink:href="#m0dfce191f3" y="319.970829"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="456.424705" xlink:href="#m0dfce191f3" y="310.790342"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="455.510508" xlink:href="#m0dfce191f3" y="303.669402"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="454.58562" xlink:href="#m0dfce191f3" y="297.851171"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="453.649787" xlink:href="#m0dfce191f3" y="292.931927"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="452.702746" xlink:href="#m0dfce191f3" y="288.670683"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="451.744228" xlink:href="#m0dfce191f3" y="284.912"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="450.773949" xlink:href="#m0dfce191f3" y="281.549744"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="440.354137" xlink:href="#m0dfce191f3" y="259.430085"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="428.350079" xlink:href="#m0dfce191f3" y="246.490915"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="414.192133" xlink:href="#m0dfce191f3" y="237.310427"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="396.934603" xlink:href="#m0dfce191f3" y="230.189488"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="374.828579" xlink:href="#m0dfce191f3" y="224.371256"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="344.037256" xlink:href="#m0dfce191f3" y="219.452012"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="292.925065" xlink:href="#m0dfce191f3" y="215.190769"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="103.827273" xlink:href="#m0dfce191f3" y="211.432086"/>
+     <use style="fill:#d62728;stroke:#d62728;" x="-1" xlink:href="#m0dfce191f3" y="211.430153"/>
+    </g>
+   </g>
+   <g id="line2d_122">
+    <path clip-path="url(#p5a4a28528e)" d="M 549.259529 332.91 
+L 549.220187 319.970829 
+L 549.180825 310.790342 
+L 549.141444 303.669402 
+L 549.102043 297.851171 
+L 549.062623 292.931927 
+L 549.023182 288.670683 
+L 548.983723 284.912 
+L 548.944243 281.549744 
+L 548.54836 259.430085 
+L 548.150485 246.490915 
+L 547.750598 237.310427 
+L 547.348678 230.189488 
+L 546.944706 224.371256 
+L 546.538659 219.452012 
+L 546.130517 215.190769 
+L 545.720258 211.432086 
+L 545.307859 208.069829 
+L 541.06109 185.950171 
+L 536.573266 173.011 
+L 531.815366 163.830512 
+L 526.75279 156.709573 
+L 521.343832 150.891342 
+L 515.53759 145.972097 
+L 509.271044 141.710854 
+L 502.464876 137.952171 
+L 495.01732 134.589915 
+L 148.501083 112.470256 
+L -1 112.459651 
+" style="fill:none;stroke:#9467bd;stroke-linecap:square;"/>
+    <defs>
+     <path d="M 0 3 
+C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
+C 2.683901 1.55874 3 0.795609 3 0 
+C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
+C 1.55874 -2.683901 0.795609 -3 0 -3 
+C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
+C -2.683901 -1.55874 -3 -0.795609 -3 0 
+C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
+C -1.55874 2.683901 -0.795609 3 0 3 
+z
+" id="mc9463737b0" style="stroke:#9467bd;"/>
+    </defs>
+    <g clip-path="url(#p5a4a28528e)">
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.259529" xlink:href="#mc9463737b0" y="332.91"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.220187" xlink:href="#mc9463737b0" y="319.970829"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.180825" xlink:href="#mc9463737b0" y="310.790342"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.141444" xlink:href="#mc9463737b0" y="303.669402"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.102043" xlink:href="#mc9463737b0" y="297.851171"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.062623" xlink:href="#mc9463737b0" y="292.931927"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="549.023182" xlink:href="#mc9463737b0" y="288.670683"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="548.983723" xlink:href="#mc9463737b0" y="284.912"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="548.944243" xlink:href="#mc9463737b0" y="281.549744"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="548.54836" xlink:href="#mc9463737b0" y="259.430085"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="548.150485" xlink:href="#mc9463737b0" y="246.490915"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="547.750598" xlink:href="#mc9463737b0" y="237.310427"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="547.348678" xlink:href="#mc9463737b0" y="230.189488"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="546.944706" xlink:href="#mc9463737b0" y="224.371256"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="546.538659" xlink:href="#mc9463737b0" y="219.452012"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="546.130517" xlink:href="#mc9463737b0" y="215.190769"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="545.720258" xlink:href="#mc9463737b0" y="211.432086"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="545.307859" xlink:href="#mc9463737b0" y="208.069829"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="541.06109" xlink:href="#mc9463737b0" y="185.950171"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="536.573266" xlink:href="#mc9463737b0" y="173.011"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="531.815366" xlink:href="#mc9463737b0" y="163.830512"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="526.75279" xlink:href="#mc9463737b0" y="156.709573"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="521.343832" xlink:href="#mc9463737b0" y="150.891342"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="515.53759" xlink:href="#mc9463737b0" y="145.972097"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="509.271044" xlink:href="#mc9463737b0" y="141.710854"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="502.464876" xlink:href="#mc9463737b0" y="137.952171"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="495.01732" xlink:href="#mc9463737b0" y="134.589915"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="148.501083" xlink:href="#mc9463737b0" y="112.470256"/>
+     <use style="fill:#9467bd;stroke:#9467bd;" x="-1" xlink:href="#mc9463737b0" y="112.459651"/>
+    </g>
+   </g>
+   <g id="patch_3">
+    <path d="M 81 346.5 
+L 81 47.52 
+" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
+   </g>
+   <g id="patch_4">
+    <path d="M 583.2 346.5 
+L 583.2 47.52 
+" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
+   </g>
+   <g id="patch_5">
+    <path d="M 81 346.5 
+L 583.2 346.5 
+" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
+   </g>
+   <g id="patch_6">
+    <path d="M 81 47.52 
+L 583.2 47.52 
+" style="fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;"/>
+   </g>
+   <g id="legend_1">
+    <g id="patch_7">
+     <path d="M 507.729688 128.910625 
+L 576.2 128.910625 
+Q 578.2 128.910625 578.2 126.910625 
+L 578.2 54.52 
+Q 578.2 52.52 576.2 52.52 
+L 507.729688 52.52 
+Q 505.729688 52.52 505.729688 54.52 
+L 505.729688 126.910625 
+Q 505.729688 128.910625 507.729688 128.910625 
+z
+" style="fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;"/>
+    </g>
+    <g id="line2d_123">
+     <path d="M 509.729688 60.618437 
+L 529.729688 60.618437 
+" style="fill:none;stroke:#1f77b4;stroke-linecap:square;"/>
+    </g>
+    <g id="line2d_124">
+     <g>
+      <use style="fill:#1f77b4;stroke:#1f77b4;" x="519.729688" xlink:href="#m5a1804a77c" y="60.618437"/>
+     </g>
+    </g>
+    <g id="text_10">
+     <!-- H2 -->
+     <defs>
+      <path d="M 9.8125 72.90625 
+L 19.671875 72.90625 
+L 19.671875 43.015625 
+L 55.515625 43.015625 
+L 55.515625 72.90625 
+L 65.375 72.90625 
+L 65.375 0 
+L 55.515625 0 
+L 55.515625 34.71875 
+L 19.671875 34.71875 
+L 19.671875 0 
+L 9.8125 0 
+z
+" id="DejaVuSans-72"/>
+     </defs>
+     <g transform="translate(537.729688 64.118437)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-72"/>
+      <use x="75.195312" xlink:href="#DejaVuSans-50"/>
+     </g>
+    </g>
+    <g id="line2d_125">
+     <path d="M 509.729688 75.296562 
+L 529.729688 75.296562 
+" style="fill:none;stroke:#ff7f0e;stroke-linecap:square;"/>
+    </g>
+    <g id="line2d_126">
+     <g>
+      <use style="fill:#ff7f0e;stroke:#ff7f0e;" x="519.729688" xlink:href="#mca874eaf10" y="75.296562"/>
+     </g>
+    </g>
+    <g id="text_11">
+     <!-- LPG -->
+     <defs>
+      <path d="M 9.8125 72.90625 
+L 19.671875 72.90625 
+L 19.671875 8.296875 
+L 55.171875 8.296875 
+L 55.171875 0 
+L 9.8125 0 
+z
+" id="DejaVuSans-76"/>
+      <path d="M 59.515625 10.40625 
+L 59.515625 29.984375 
+L 43.40625 29.984375 
+L 43.40625 38.09375 
+L 69.28125 38.09375 
+L 69.28125 6.78125 
+Q 63.578125 2.734375 56.6875 0.65625 
+Q 49.8125 -1.421875 42 -1.421875 
+Q 24.90625 -1.421875 15.25 8.5625 
+Q 5.609375 18.5625 5.609375 36.375 
+Q 5.609375 54.25 15.25 64.234375 
+Q 24.90625 74.21875 42 74.21875 
+Q 49.125 74.21875 55.546875 72.453125 
+Q 61.96875 70.703125 67.390625 67.28125 
+L 67.390625 56.78125 
+Q 61.921875 61.421875 55.765625 63.765625 
+Q 49.609375 66.109375 42.828125 66.109375 
+Q 29.4375 66.109375 22.71875 58.640625 
+Q 16.015625 51.171875 16.015625 36.375 
+Q 16.015625 21.625 22.71875 14.15625 
+Q 29.4375 6.6875 42.828125 6.6875 
+Q 48.046875 6.6875 52.140625 7.59375 
+Q 56.25 8.5 59.515625 10.40625 
+z
+" id="DejaVuSans-71"/>
+     </defs>
+     <g transform="translate(537.729688 78.796562)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-76"/>
+      <use x="55.712891" xlink:href="#DejaVuSans-80"/>
+      <use x="116.015625" xlink:href="#DejaVuSans-71"/>
+     </g>
+    </g>
+    <g id="line2d_127">
+     <path d="M 509.729688 89.974687 
+L 529.729688 89.974687 
+" style="fill:none;stroke:#2ca02c;stroke-linecap:square;"/>
+    </g>
+    <g id="line2d_128">
+     <g>
+      <use style="fill:#2ca02c;stroke:#2ca02c;" x="519.729688" xlink:href="#m348746bc45" y="89.974687"/>
+     </g>
+    </g>
+    <g id="text_12">
+     <!-- CH4 -->
+     <g transform="translate(537.729688 93.474687)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-67"/>
+      <use x="69.824219" xlink:href="#DejaVuSans-72"/>
+      <use x="145.019531" xlink:href="#DejaVuSans-52"/>
+     </g>
+    </g>
+    <g id="line2d_129">
+     <path d="M 509.729688 104.652812 
+L 529.729688 104.652812 
+" style="fill:none;stroke:#d62728;stroke-linecap:square;"/>
+    </g>
+    <g id="line2d_130">
+     <g>
+      <use style="fill:#d62728;stroke:#d62728;" x="519.729688" xlink:href="#m0dfce191f3" y="104.652812"/>
+     </g>
+    </g>
+    <g id="text_13">
+     <!-- CO -->
+     <defs>
+      <path d="M 39.40625 66.21875 
+Q 28.65625 66.21875 22.328125 58.203125 
+Q 16.015625 50.203125 16.015625 36.375 
+Q 16.015625 22.609375 22.328125 14.59375 
+Q 28.65625 6.59375 39.40625 6.59375 
+Q 50.140625 6.59375 56.421875 14.59375 
+Q 62.703125 22.609375 62.703125 36.375 
+Q 62.703125 50.203125 56.421875 58.203125 
+Q 50.140625 66.21875 39.40625 66.21875 
+z
+M 39.40625 74.21875 
+Q 54.734375 74.21875 63.90625 63.9375 
+Q 73.09375 53.65625 73.09375 36.375 
+Q 73.09375 19.140625 63.90625 8.859375 
+Q 54.734375 -1.421875 39.40625 -1.421875 
+Q 24.03125 -1.421875 14.8125 8.828125 
+Q 5.609375 19.09375 5.609375 36.375 
+Q 5.609375 53.65625 14.8125 63.9375 
+Q 24.03125 74.21875 39.40625 74.21875 
+z
+" id="DejaVuSans-79"/>
+     </defs>
+     <g transform="translate(537.729688 108.152812)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-67"/>
+      <use x="69.824219" xlink:href="#DejaVuSans-79"/>
+     </g>
+    </g>
+    <g id="line2d_131">
+     <path d="M 509.729688 119.330938 
+L 529.729688 119.330938 
+" style="fill:none;stroke:#9467bd;stroke-linecap:square;"/>
+    </g>
+    <g id="line2d_132">
+     <g>
+      <use style="fill:#9467bd;stroke:#9467bd;" x="519.729688" xlink:href="#mc9463737b0" y="119.330938"/>
+     </g>
+    </g>
+    <g id="text_14">
+     <!-- Alcohol -->
+     <defs>
+      <path d="M 34.1875 63.1875 
+L 20.796875 26.90625 
+L 47.609375 26.90625 
+z
+M 28.609375 72.90625 
+L 39.796875 72.90625 
+L 67.578125 0 
+L 57.328125 0 
+L 50.6875 18.703125 
+L 17.828125 18.703125 
+L 11.1875 0 
+L 0.78125 0 
+z
+" id="DejaVuSans-65"/>
+      <path d="M 9.421875 75.984375 
+L 18.40625 75.984375 
+L 18.40625 0 
+L 9.421875 0 
+z
+" id="DejaVuSans-108"/>
+      <path d="M 54.890625 33.015625 
+L 54.890625 0 
+L 45.90625 0 
+L 45.90625 32.71875 
+Q 45.90625 40.484375 42.875 44.328125 
+Q 39.84375 48.1875 33.796875 48.1875 
+Q 26.515625 48.1875 22.3125 43.546875 
+Q 18.109375 38.921875 18.109375 30.90625 
+L 18.109375 0 
+L 9.078125 0 
+L 9.078125 75.984375 
+L 18.109375 75.984375 
+L 18.109375 46.1875 
+Q 21.34375 51.125 25.703125 53.5625 
+Q 30.078125 56 35.796875 56 
+Q 45.21875 56 50.046875 50.171875 
+Q 54.890625 44.34375 54.890625 33.015625 
+z
+" id="DejaVuSans-104"/>
+     </defs>
+     <g transform="translate(537.729688 122.830938)scale(0.1 -0.1)">
+      <use xlink:href="#DejaVuSans-65"/>
+      <use x="68.408203" xlink:href="#DejaVuSans-108"/>
+      <use x="96.191406" xlink:href="#DejaVuSans-99"/>
+      <use x="151.171875" xlink:href="#DejaVuSans-111"/>
+      <use x="212.353516" xlink:href="#DejaVuSans-104"/>
+      <use x="275.732422" xlink:href="#DejaVuSans-111"/>
+      <use x="336.914062" xlink:href="#DejaVuSans-108"/>
+     </g>
+    </g>
+   </g>
+  </g>
+  <g id="text_15">
+   <!-- Calibration plot for MQ-6 data -->
+   <defs>
+    <path d="M 48.6875 27.296875 
+Q 48.6875 37.203125 44.609375 42.84375 
+Q 40.53125 48.484375 33.40625 48.484375 
+Q 26.265625 48.484375 22.1875 42.84375 
+Q 18.109375 37.203125 18.109375 27.296875 
+Q 18.109375 17.390625 22.1875 11.75 
+Q 26.265625 6.109375 33.40625 6.109375 
+Q 40.53125 6.109375 44.609375 11.75 
+Q 48.6875 17.390625 48.6875 27.296875 
+z
+M 18.109375 46.390625 
+Q 20.953125 51.265625 25.265625 53.625 
+Q 29.59375 56 35.59375 56 
+Q 45.5625 56 51.78125 48.09375 
+Q 58.015625 40.1875 58.015625 27.296875 
+Q 58.015625 14.40625 51.78125 6.484375 
+Q 45.5625 -1.421875 35.59375 -1.421875 
+Q 29.59375 -1.421875 25.265625 0.953125 
+Q 20.953125 3.328125 18.109375 8.203125 
+L 18.109375 0 
+L 9.078125 0 
+L 9.078125 75.984375 
+L 18.109375 75.984375 
+z
+" id="DejaVuSans-98"/>
+    <path d="M 18.109375 8.203125 
+L 18.109375 -20.796875 
+L 9.078125 -20.796875 
+L 9.078125 54.6875 
+L 18.109375 54.6875 
+L 18.109375 46.390625 
+Q 20.953125 51.265625 25.265625 53.625 
+Q 29.59375 56 35.59375 56 
+Q 45.5625 56 51.78125 48.09375 
+Q 58.015625 40.1875 58.015625 27.296875 
+Q 58.015625 14.40625 51.78125 6.484375 
+Q 45.5625 -1.421875 35.59375 -1.421875 
+Q 29.59375 -1.421875 25.265625 0.953125 
+Q 20.953125 3.328125 18.109375 8.203125 
+z
+M 48.6875 27.296875 
+Q 48.6875 37.203125 44.609375 42.84375 
+Q 40.53125 48.484375 33.40625 48.484375 
+Q 26.265625 48.484375 22.1875 42.84375 
+Q 18.109375 37.203125 18.109375 27.296875 
+Q 18.109375 17.390625 22.1875 11.75 
+Q 26.265625 6.109375 33.40625 6.109375 
+Q 40.53125 6.109375 44.609375 11.75 
+Q 48.6875 17.390625 48.6875 27.296875 
+z
+" id="DejaVuSans-112"/>
+    <path d="M 37.109375 75.984375 
+L 37.109375 68.5 
+L 28.515625 68.5 
+Q 23.6875 68.5 21.796875 66.546875 
+Q 19.921875 64.59375 19.921875 59.515625 
+L 19.921875 54.6875 
+L 34.71875 54.6875 
+L 34.71875 47.703125 
+L 19.921875 47.703125 
+L 19.921875 0 
+L 10.890625 0 
+L 10.890625 47.703125 
+L 2.296875 47.703125 
+L 2.296875 54.6875 
+L 10.890625 54.6875 
+L 10.890625 58.5 
+Q 10.890625 67.625 15.140625 71.796875 
+Q 19.390625 75.984375 28.609375 75.984375 
+z
+" id="DejaVuSans-102"/>
+    <path d="M 39.40625 66.21875 
+Q 28.65625 66.21875 22.328125 58.203125 
+Q 16.015625 50.203125 16.015625 36.375 
+Q 16.015625 22.609375 22.328125 14.59375 
+Q 28.65625 6.59375 39.40625 6.59375 
+Q 50.140625 6.59375 56.421875 14.59375 
+Q 62.703125 22.609375 62.703125 36.375 
+Q 62.703125 50.203125 56.421875 58.203125 
+Q 50.140625 66.21875 39.40625 66.21875 
+z
+M 53.21875 1.3125 
+L 66.21875 -12.890625 
+L 54.296875 -12.890625 
+L 43.5 -1.21875 
+Q 41.890625 -1.3125 41.03125 -1.359375 
+Q 40.1875 -1.421875 39.40625 -1.421875 
+Q 24.03125 -1.421875 14.8125 8.859375 
+Q 5.609375 19.140625 5.609375 36.375 
+Q 5.609375 53.65625 14.8125 63.9375 
+Q 24.03125 74.21875 39.40625 74.21875 
+Q 54.734375 74.21875 63.90625 63.9375 
+Q 73.09375 53.65625 73.09375 36.375 
+Q 73.09375 23.6875 67.984375 14.640625 
+Q 62.890625 5.609375 53.21875 1.3125 
+z
+" id="DejaVuSans-81"/>
+    <path d="M 4.890625 31.390625 
+L 31.203125 31.390625 
+L 31.203125 23.390625 
+L 4.890625 23.390625 
+z
+" id="DejaVuSans-45"/>
+    <path d="M 33.015625 40.375 
+Q 26.375 40.375 22.484375 35.828125 
+Q 18.609375 31.296875 18.609375 23.390625 
+Q 18.609375 15.53125 22.484375 10.953125 
+Q 26.375 6.390625 33.015625 6.390625 
+Q 39.65625 6.390625 43.53125 10.953125 
+Q 47.40625 15.53125 47.40625 23.390625 
+Q 47.40625 31.296875 43.53125 35.828125 
+Q 39.65625 40.375 33.015625 40.375 
+z
+M 52.59375 71.296875 
+L 52.59375 62.3125 
+Q 48.875 64.0625 45.09375 64.984375 
+Q 41.3125 65.921875 37.59375 65.921875 
+Q 27.828125 65.921875 22.671875 59.328125 
+Q 17.53125 52.734375 16.796875 39.40625 
+Q 19.671875 43.65625 24.015625 45.921875 
+Q 28.375 48.1875 33.59375 48.1875 
+Q 44.578125 48.1875 50.953125 41.515625 
+Q 57.328125 34.859375 57.328125 23.390625 
+Q 57.328125 12.15625 50.6875 5.359375 
+Q 44.046875 -1.421875 33.015625 -1.421875 
+Q 20.359375 -1.421875 13.671875 8.265625 
+Q 6.984375 17.96875 6.984375 36.375 
+Q 6.984375 53.65625 15.1875 63.9375 
+Q 23.390625 74.21875 37.203125 74.21875 
+Q 40.921875 74.21875 44.703125 73.484375 
+Q 48.484375 72.75 52.59375 71.296875 
+z
+" id="DejaVuSans-54"/>
+    <path d="M 45.40625 46.390625 
+L 45.40625 75.984375 
+L 54.390625 75.984375 
+L 54.390625 0 
+L 45.40625 0 
+L 45.40625 8.203125 
+Q 42.578125 3.328125 38.25 0.953125 
+Q 33.9375 -1.421875 27.875 -1.421875 
+Q 17.96875 -1.421875 11.734375 6.484375 
+Q 5.515625 14.40625 5.515625 27.296875 
+Q 5.515625 40.1875 11.734375 48.09375 
+Q 17.96875 56 27.875 56 
+Q 33.9375 56 38.25 53.625 
+Q 42.578125 51.265625 45.40625 46.390625 
+z
+M 14.796875 27.296875 
+Q 14.796875 17.390625 18.875 11.75 
+Q 22.953125 6.109375 30.078125 6.109375 
+Q 37.203125 6.109375 41.296875 11.75 
+Q 45.40625 17.390625 45.40625 27.296875 
+Q 45.40625 37.203125 41.296875 42.84375 
+Q 37.203125 48.484375 30.078125 48.484375 
+Q 22.953125 48.484375 18.875 42.84375 
+Q 14.796875 37.203125 14.796875 27.296875 
+z
+" id="DejaVuSans-100"/>
+   </defs>
+   <g transform="translate(234.578438 17.038125)scale(0.12 -0.12)">
+    <use xlink:href="#DejaVuSans-67"/>
+    <use x="69.824219" xlink:href="#DejaVuSans-97"/>
+    <use x="131.103516" xlink:href="#DejaVuSans-108"/>
+    <use x="158.886719" xlink:href="#DejaVuSans-105"/>
+    <use x="186.669922" xlink:href="#DejaVuSans-98"/>
+    <use x="250.146484" xlink:href="#DejaVuSans-114"/>
+    <use x="291.259766" xlink:href="#DejaVuSans-97"/>
+    <use x="352.539062" xlink:href="#DejaVuSans-116"/>
+    <use x="391.748047" xlink:href="#DejaVuSans-105"/>
+    <use x="419.53125" xlink:href="#DejaVuSans-111"/>
+    <use x="480.712891" xlink:href="#DejaVuSans-110"/>
+    <use x="544.091797" xlink:href="#DejaVuSans-32"/>
+    <use x="575.878906" xlink:href="#DejaVuSans-112"/>
+    <use x="639.355469" xlink:href="#DejaVuSans-108"/>
+    <use x="667.138672" xlink:href="#DejaVuSans-111"/>
+    <use x="728.320312" xlink:href="#DejaVuSans-116"/>
+    <use x="767.529297" xlink:href="#DejaVuSans-32"/>
+    <use x="799.316406" xlink:href="#DejaVuSans-102"/>
+    <use x="834.521484" xlink:href="#DejaVuSans-111"/>
+    <use x="895.703125" xlink:href="#DejaVuSans-114"/>
+    <use x="936.816406" xlink:href="#DejaVuSans-32"/>
+    <use x="968.603516" xlink:href="#DejaVuSans-77"/>
+    <use x="1054.882812" xlink:href="#DejaVuSans-81"/>
+    <use x="1133.625" xlink:href="#DejaVuSans-45"/>
+    <use x="1169.708984" xlink:href="#DejaVuSans-54"/>
+    <use x="1233.332031" xlink:href="#DejaVuSans-32"/>
+    <use x="1265.119141" xlink:href="#DejaVuSans-100"/>
+    <use x="1328.595703" xlink:href="#DejaVuSans-97"/>
+    <use x="1389.875" xlink:href="#DejaVuSans-116"/>
+    <use x="1429.083984" xlink:href="#DejaVuSans-97"/>
+   </g>
+  </g>
+ </g>
+ <defs>
+  <clipPath id="p5a4a28528e">
+   <rect height="298.98" width="502.2" x="81" y="47.52"/>
+  </clipPath>
+ </defs>
+</svg>
diff --git a/Experiments/MQ7_Regression.ipynb b/Experiments/MQ7_Regression.ipynb
new file mode 100644
index 0000000..814fe1a
--- /dev/null
+++ b/Experiments/MQ7_Regression.ipynb
@@ -0,0 +1,2395 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requirement already satisfied: pandas in c:\\programdata\\anaconda3\\lib\\site-packages (0.24.2)\n",
+      "Requirement already satisfied: pytz>=2011k in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2018.9)\n",
+      "Requirement already satisfied: python-dateutil>=2.5.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (2.8.0)\n",
+      "Requirement already satisfied: numpy>=1.12.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from pandas) (1.16.2)\n",
+      "Requirement already satisfied: six>=1.5 in c:\\programdata\\anaconda3\\lib\\site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)\n",
+      "Requirement already satisfied: xlrd in c:\\programdata\\anaconda3\\lib\\site-packages (1.2.0)\n",
+      "Requirement already satisfied: sklearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
+      "Requirement already satisfied: scikit-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from sklearn) (0.21.2)\n",
+      "Requirement already satisfied: scipy>=0.17.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.2.1)\n",
+      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (0.13.2)\n",
+      "Requirement already satisfied: numpy>=1.11.0 in c:\\programdata\\anaconda3\\lib\\site-packages (from scikit-learn->sklearn) (1.16.2)\n",
+      "Requirement already satisfied: imblearn in c:\\programdata\\anaconda3\\lib\\site-packages (0.0)\n",
+      "Requirement already satisfied: imbalanced-learn in c:\\programdata\\anaconda3\\lib\\site-packages (from imblearn) (0.5.0)\n",
+      "Requirement already satisfied: joblib>=0.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.13.2)\n",
+      "Requirement already satisfied: scipy>=0.17 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.2.1)\n",
+      "Requirement already satisfied: numpy>=1.11 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (1.16.2)\n",
+      "Requirement already satisfied: scikit-learn>=0.21 in c:\\programdata\\anaconda3\\lib\\site-packages (from imbalanced-learn->imblearn) (0.21.2)\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install pandas\n",
+    "!pip install xlrd\n",
+    "!pip install sklearn\n",
+    "!pip install imblearn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import xlrd\n",
+    "book = xlrd.open_workbook(\"Datasheets info.xlsx\")\n",
+    "sheetMQ2 = book.sheet_by_name(\"MQ2 - Pololulu\")\n",
+    "sheetMQ3 = book.sheet_by_name(\"MQ3 - Sparkfun\")\n",
+    "sheetMQ4 = book.sheet_by_name(\"MQ4 - Sparkfun\")\n",
+    "sheetMQ5 = book.sheet_by_name(\"MQ5 - Sparkfun\")\n",
+    "sheetMQ6 = book.sheet_by_name(\"MQ6 - Sparkfun\")\n",
+    "sheetMQ7 = book.sheet_by_name(\"MQ7 - Sparkfun\")\n",
+    "sheetMQ8 = book.sheet_by_name(\"MQ8 - Sparkfun\")\n",
+    "sheetMQ9 = book.sheet_by_name(\"MQ9 - Haoyuelectronics\")\n",
+    "sheetMQ131 = book.sheet_by_name(\"MQ131- Sensorsportal\")\n",
+    "sheetMQ135 = book.sheet_by_name(\"MQ135 - HANWEI\")\n",
+    "sheetMQ303A = book.sheet_by_name(\"MQ303A - HANWEI\")\n",
+    "sheetMQ309A = book.sheet_by_name(\"MQ309A - HANWEI\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.01 \t  \t  \t  \t  \t \n",
+      "0.02 \t  \t  \t  \t  \t \n",
+      "0.03 \t  \t  \t  \t  \t \n",
+      "0.04 \t  \t  \t  \t  \t \n",
+      "0.05 \t  \t 4000.0 \t  \t  \t \n",
+      "0.06 \t  \t  \t  \t  \t \n",
+      "0.07 \t  \t  \t  \t  \t \n",
+      "0.08 \t  \t  \t  \t  \t \n",
+      "0.09 \t  \t  \t  \t 3000.0 \t \n",
+      "0.1 \t  \t  \t  \t  \t \n",
+      "0.2 \t  \t  \t  \t  \t \n",
+      "0.3 \t  \t 400.0 \t  \t  \t \n",
+      "0.4 \t  \t  \t  \t 400.0 \t \n",
+      "0.5 \t  \t  \t  \t  \t \n",
+      "0.6 \t  \t  \t  \t  \t \n",
+      "0.7 \t  \t  \t  \t  \t \n",
+      "0.8 \t  \t 100.0 \t  \t  \t \n",
+      "0.9 \t  \t  \t  \t  \t \n",
+      "1.0 \t  \t  \t  \t 100.0 \t \n"
+     ]
+    }
+   ],
+   "source": [
+    "for row_index in range(1,20): #reading first columns\n",
+    "    RsR0, CO, H2, LPG, CH4, Alcohol = sheetMQ7.row_values(row_index, start_colx=0, end_colx=6)\n",
+    "    print(RsR0, \"\t\", LPG, \"\t\", H2, \"\t\", CH4, \"\t\", CO, \"\t\", Alcohol)\n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x_MQ7 = sheetMQ7.col_values(0)[2:]\n",
+    "MQ7_CO = sheetMQ7.col_values(1)[2:]\n",
+    "MQ7_H2 = sheetMQ7.col_values(2)[2:]\n",
+    "MQ7_LPG = sheetMQ7.col_values(3)[2:]\n",
+    "MQ7_CH4 = sheetMQ7.col_values(4)[2:]\n",
+    "MQ7_Alcohol = sheetMQ7.col_values(5)[2:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def zero_to_nan(values):\n",
+    "    \"\"\"Replace every 0 with 'nan' and return a copy.\"\"\"\n",
+    "    return [float('nan') if x==0 else x for x in values]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "MQ7_H2 =zero_to_nan(MQ7_H2)\n",
+    "MQ7_LPG =zero_to_nan(MQ7_LPG)\n",
+    "MQ7_CH4 =zero_to_nan(MQ7_CH4)\n",
+    "MQ7_CO =zero_to_nan(MQ7_CO)\n",
+    "MQ7_Alcohol =zero_to_nan(MQ7_Alcohol)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "from sklearn.datasets import load_iris\n",
+    "#from sklearn.cross_validation import train_test_split\n",
+    "from sklearn.tree import DecisionTreeClassifier\n",
+    "from sklearn import datasets\n",
+    "from sklearn import linear_model\n",
+    "\n",
+    "dataH2 = {'RsRo': x_MQ7, 'H2': MQ7_H2}\n",
+    "dataLPG = {'RsRo': x_MQ7, 'LPG': MQ7_LPG}\n",
+    "dataCH4 = {'RsRo': x_MQ7, 'CH4': MQ7_CH4}\n",
+    "dataCO = {'RsRo': x_MQ7, 'CO': MQ7_CO}\n",
+    "dataALcohol = {'RsRo': x_MQ7, 'Alcohol': MQ7_Alcohol}\n",
+    "\n",
+    "dfMQ7_H2 = pd.DataFrame(dataH2)\n",
+    "dfMQ7_LPG = pd.DataFrame(dataLPG)\n",
+    "dfMQ7_CH4 = pd.DataFrame(dataCH4)\n",
+    "dfMQ7_CO = pd.DataFrame(dataCO)\n",
+    "dfMQ7_Alcohol = pd.DataFrame(dataALcohol)\n",
+    "\n",
+    "dfMQ7_H2['H2'] = pd.to_numeric(dfMQ7_H2['H2'])\n",
+    "dfMQ7_LPG['LPG'] = pd.to_numeric(dfMQ7_LPG['LPG'])\n",
+    "dfMQ7_CH4['CH4'] = pd.to_numeric(dfMQ7_CH4['CH4'])\n",
+    "dfMQ7_CO['CO'] = pd.to_numeric(dfMQ7_CO['CO'])\n",
+    "dfMQ7_Alcohol['Alcohol'] = pd.to_numeric(dfMQ7_Alcohol['Alcohol'])\n",
+    "\n",
+    "dfMQ7_H2['H2'] = dfMQ7_H2['H2'].replace('',None, regex=True)\n",
+    "dfMQ7_LPG['LPG'] = dfMQ7_LPG['LPG'].replace('',None, regex=True)\n",
+    "dfMQ7_CH4['CH4'] = dfMQ7_CH4['CH4'].replace('',None, regex=True)\n",
+    "dfMQ7_CO['CO'] = dfMQ7_CO['CO'].replace('',None, regex=True)\n",
+    "dfMQ7_Alcohol['Alcohol'] = dfMQ7_Alcohol['Alcohol'].replace('',None, regex=True)\n",
+    "\n",
+    "#Global X_Predict variable\n",
+    "X_Predict = dfMQ7_LPG.RsRo.apply(lambda x: [x]).tolist()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train H2\n",
+    "dataset2TrainH2 = dfMQ7_H2.copy()\n",
+    "dataset2TrainH2.dropna(inplace=True)\n",
+    "X_trainH2 = dataset2TrainH2.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainH2 = dataset2TrainH2['H2'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainH2, y_trainH2)\n",
+    "#Predict\n",
+    "H2_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_H2 = H2_Predicted\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train LPG\n",
+    "dataset2TrainLPG = dfMQ7_LPG.copy()\n",
+    "dataset2TrainLPG.dropna(inplace=True)\n",
+    "X_trainLPG = dataset2TrainLPG.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainLPG = dataset2TrainLPG['LPG'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainLPG, y_trainLPG)\n",
+    "#Predict\n",
+    "LPG_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_LPG = LPG_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train CH4\n",
+    "dataset2TrainCH4 = dfMQ7_CH4.copy()\n",
+    "dataset2TrainCH4.dropna(inplace=True)\n",
+    "X_trainCH4 = dataset2TrainCH4.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainCH4 = dataset2TrainCH4['CH4'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainCH4, y_trainCH4)\n",
+    "#Predict\n",
+    "CH4_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_CH4 = CH4_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train CO\n",
+    "dataset2TrainCO = dfMQ7_CO.copy()\n",
+    "dataset2TrainCO.dropna(inplace=True)\n",
+    "X_trainCO = dataset2TrainCO.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainCO = dataset2TrainCO['CO'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainCO, y_trainCO)\n",
+    "#Predict\n",
+    "CO_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_CO = CO_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#Model and train Alcohol\n",
+    "dataset2TrainAlcohol = dfMQ7_Alcohol.copy()\n",
+    "dataset2TrainAlcohol.dropna(inplace=True)\n",
+    "X_trainAlcohol = dataset2TrainAlcohol.RsRo.apply(lambda x: [x]).tolist()\n",
+    "y_trainAlcohol = dataset2TrainAlcohol['Alcohol'].tolist()\n",
+    "model = linear_model.Lasso(alpha=0.1)\n",
+    "model.fit(X_trainAlcohol, y_trainAlcohol)\n",
+    "#Predict\n",
+    "Alcohol_Predicted = model.predict(X_Predict)\n",
+    "#save into MQ2\n",
+    "MQ7_Alcohol = Alcohol_Predicted"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
+       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
+       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
+       "<svg height=\"383.33625pt\" version=\"1.1\" viewBox=\"0 0 564.278125 383.33625\" width=\"564.278125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
+       " <defs>\r\n",
+       "  <style type=\"text/css\">\r\n",
+       "*{stroke-linecap:butt;stroke-linejoin:round;}\r\n",
+       "  </style>\r\n",
+       " </defs>\r\n",
+       " <g id=\"figure_1\">\r\n",
+       "  <g id=\"patch_1\">\r\n",
+       "   <path d=\"M 0 383.33625 \r\n",
+       "L 564.278125 383.33625 \r\n",
+       "L 564.278125 0 \r\n",
+       "L 0 0 \r\n",
+       "z\r\n",
+       "\" style=\"fill:none;\"/>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"axes_1\">\r\n",
+       "   <g id=\"patch_2\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 553.578125 345.78 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "L 51.378125 46.8 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_1\">\r\n",
+       "    <g id=\"xtick_1\">\r\n",
+       "     <g id=\"line2d_1\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 3.5 \r\n",
+       "\" id=\"m7fe185b262\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"173.664443\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_1\">\r\n",
+       "      <!-- $\\mathdefault{10^{2}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 12.40625 8.296875 \r\n",
+       "L 28.515625 8.296875 \r\n",
+       "L 28.515625 63.921875 \r\n",
+       "L 10.984375 60.40625 \r\n",
+       "L 10.984375 69.390625 \r\n",
+       "L 28.421875 72.90625 \r\n",
+       "L 38.28125 72.90625 \r\n",
+       "L 38.28125 8.296875 \r\n",
+       "L 54.390625 8.296875 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 12.40625 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-49\"/>\r\n",
+       "       <path d=\"M 31.78125 66.40625 \r\n",
+       "Q 24.171875 66.40625 20.328125 58.90625 \r\n",
+       "Q 16.5 51.421875 16.5 36.375 \r\n",
+       "Q 16.5 21.390625 20.328125 13.890625 \r\n",
+       "Q 24.171875 6.390625 31.78125 6.390625 \r\n",
+       "Q 39.453125 6.390625 43.28125 13.890625 \r\n",
+       "Q 47.125 21.390625 47.125 36.375 \r\n",
+       "Q 47.125 51.421875 43.28125 58.90625 \r\n",
+       "Q 39.453125 66.40625 31.78125 66.40625 \r\n",
+       "z\r\n",
+       "M 31.78125 74.21875 \r\n",
+       "Q 44.046875 74.21875 50.515625 64.515625 \r\n",
+       "Q 56.984375 54.828125 56.984375 36.375 \r\n",
+       "Q 56.984375 17.96875 50.515625 8.265625 \r\n",
+       "Q 44.046875 -1.421875 31.78125 -1.421875 \r\n",
+       "Q 19.53125 -1.421875 13.0625 8.265625 \r\n",
+       "Q 6.59375 17.96875 6.59375 36.375 \r\n",
+       "Q 6.59375 54.828125 13.0625 64.515625 \r\n",
+       "Q 19.53125 74.21875 31.78125 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-48\"/>\r\n",
+       "       <path d=\"M 19.1875 8.296875 \r\n",
+       "L 53.609375 8.296875 \r\n",
+       "L 53.609375 0 \r\n",
+       "L 7.328125 0 \r\n",
+       "L 7.328125 8.296875 \r\n",
+       "Q 12.9375 14.109375 22.625 23.890625 \r\n",
+       "Q 32.328125 33.6875 34.8125 36.53125 \r\n",
+       "Q 39.546875 41.84375 41.421875 45.53125 \r\n",
+       "Q 43.3125 49.21875 43.3125 52.78125 \r\n",
+       "Q 43.3125 58.59375 39.234375 62.25 \r\n",
+       "Q 35.15625 65.921875 28.609375 65.921875 \r\n",
+       "Q 23.96875 65.921875 18.8125 64.3125 \r\n",
+       "Q 13.671875 62.703125 7.8125 59.421875 \r\n",
+       "L 7.8125 69.390625 \r\n",
+       "Q 13.765625 71.78125 18.9375 73 \r\n",
+       "Q 24.125 74.21875 28.421875 74.21875 \r\n",
+       "Q 39.75 74.21875 46.484375 68.546875 \r\n",
+       "Q 53.21875 62.890625 53.21875 53.421875 \r\n",
+       "Q 53.21875 48.921875 51.53125 44.890625 \r\n",
+       "Q 49.859375 40.875 45.40625 35.40625 \r\n",
+       "Q 44.1875 33.984375 37.640625 27.21875 \r\n",
+       "Q 31.109375 20.453125 19.1875 8.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-50\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(164.864443 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_2\">\r\n",
+       "     <g id=\"line2d_2\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"355.762117\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_2\">\r\n",
+       "      <!-- $\\mathdefault{10^{3}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 40.578125 39.3125 \r\n",
+       "Q 47.65625 37.796875 51.625 33 \r\n",
+       "Q 55.609375 28.21875 55.609375 21.1875 \r\n",
+       "Q 55.609375 10.40625 48.1875 4.484375 \r\n",
+       "Q 40.765625 -1.421875 27.09375 -1.421875 \r\n",
+       "Q 22.515625 -1.421875 17.65625 -0.515625 \r\n",
+       "Q 12.796875 0.390625 7.625 2.203125 \r\n",
+       "L 7.625 11.71875 \r\n",
+       "Q 11.71875 9.328125 16.59375 8.109375 \r\n",
+       "Q 21.484375 6.890625 26.8125 6.890625 \r\n",
+       "Q 36.078125 6.890625 40.9375 10.546875 \r\n",
+       "Q 45.796875 14.203125 45.796875 21.1875 \r\n",
+       "Q 45.796875 27.640625 41.28125 31.265625 \r\n",
+       "Q 36.765625 34.90625 28.71875 34.90625 \r\n",
+       "L 20.21875 34.90625 \r\n",
+       "L 20.21875 43.015625 \r\n",
+       "L 29.109375 43.015625 \r\n",
+       "Q 36.375 43.015625 40.234375 45.921875 \r\n",
+       "Q 44.09375 48.828125 44.09375 54.296875 \r\n",
+       "Q 44.09375 59.90625 40.109375 62.90625 \r\n",
+       "Q 36.140625 65.921875 28.71875 65.921875 \r\n",
+       "Q 24.65625 65.921875 20.015625 65.03125 \r\n",
+       "Q 15.375 64.15625 9.8125 62.3125 \r\n",
+       "L 9.8125 71.09375 \r\n",
+       "Q 15.4375 72.65625 20.34375 73.4375 \r\n",
+       "Q 25.25 74.21875 29.59375 74.21875 \r\n",
+       "Q 40.828125 74.21875 47.359375 69.109375 \r\n",
+       "Q 53.90625 64.015625 53.90625 55.328125 \r\n",
+       "Q 53.90625 49.265625 50.4375 45.09375 \r\n",
+       "Q 46.96875 40.921875 40.578125 39.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-51\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(346.962117 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-51\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_3\">\r\n",
+       "     <g id=\"line2d_3\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"537.859791\" xlink:href=\"#m7fe185b262\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_3\">\r\n",
+       "      <!-- $\\mathdefault{10^{4}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 37.796875 64.3125 \r\n",
+       "L 12.890625 25.390625 \r\n",
+       "L 37.796875 25.390625 \r\n",
+       "z\r\n",
+       "M 35.203125 72.90625 \r\n",
+       "L 47.609375 72.90625 \r\n",
+       "L 47.609375 25.390625 \r\n",
+       "L 58.015625 25.390625 \r\n",
+       "L 58.015625 17.1875 \r\n",
+       "L 47.609375 17.1875 \r\n",
+       "L 47.609375 0 \r\n",
+       "L 37.796875 0 \r\n",
+       "L 37.796875 17.1875 \r\n",
+       "L 4.890625 17.1875 \r\n",
+       "L 4.890625 26.703125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-52\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(529.059791 360.378437)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_4\">\r\n",
+       "     <g id=\"line2d_4\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 78.44944 345.78 \r\n",
+       "L 78.44944 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_5\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L 0 2 \r\n",
+       "\" id=\"m773c0b3dcd\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"78.44944\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_5\">\r\n",
+       "     <g id=\"line2d_6\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 101.200493 345.78 \r\n",
+       "L 101.200493 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_7\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"101.200493\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_6\">\r\n",
+       "     <g id=\"line2d_8\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 118.847581 345.78 \r\n",
+       "L 118.847581 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_9\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"118.847581\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_7\">\r\n",
+       "     <g id=\"line2d_10\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 133.266302 345.78 \r\n",
+       "L 133.266302 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_11\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"133.266302\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_8\">\r\n",
+       "     <g id=\"line2d_12\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 145.457156 345.78 \r\n",
+       "L 145.457156 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_13\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"145.457156\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_9\">\r\n",
+       "     <g id=\"line2d_14\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 156.017355 345.78 \r\n",
+       "L 156.017355 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_15\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"156.017355\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_10\">\r\n",
+       "     <g id=\"line2d_16\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 165.33211 345.78 \r\n",
+       "L 165.33211 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_17\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"165.33211\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_11\">\r\n",
+       "     <g id=\"line2d_18\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 228.481305 345.78 \r\n",
+       "L 228.481305 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_19\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"228.481305\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_12\">\r\n",
+       "     <g id=\"line2d_20\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 260.547113 345.78 \r\n",
+       "L 260.547113 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_21\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"260.547113\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_13\">\r\n",
+       "     <g id=\"line2d_22\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 283.298167 345.78 \r\n",
+       "L 283.298167 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_23\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"283.298167\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_14\">\r\n",
+       "     <g id=\"line2d_24\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 300.945255 345.78 \r\n",
+       "L 300.945255 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_25\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"300.945255\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_15\">\r\n",
+       "     <g id=\"line2d_26\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 315.363975 345.78 \r\n",
+       "L 315.363975 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_27\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"315.363975\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_16\">\r\n",
+       "     <g id=\"line2d_28\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 327.55483 345.78 \r\n",
+       "L 327.55483 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_29\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"327.55483\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_17\">\r\n",
+       "     <g id=\"line2d_30\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 338.115029 345.78 \r\n",
+       "L 338.115029 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_31\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"338.115029\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_18\">\r\n",
+       "     <g id=\"line2d_32\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 347.429784 345.78 \r\n",
+       "L 347.429784 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_33\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"347.429784\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_19\">\r\n",
+       "     <g id=\"line2d_34\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 410.578979 345.78 \r\n",
+       "L 410.578979 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_35\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"410.578979\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_20\">\r\n",
+       "     <g id=\"line2d_36\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 442.644787 345.78 \r\n",
+       "L 442.644787 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_37\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"442.644787\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_21\">\r\n",
+       "     <g id=\"line2d_38\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 465.395841 345.78 \r\n",
+       "L 465.395841 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_39\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"465.395841\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_22\">\r\n",
+       "     <g id=\"line2d_40\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 483.042929 345.78 \r\n",
+       "L 483.042929 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_41\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"483.042929\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_23\">\r\n",
+       "     <g id=\"line2d_42\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 497.461649 345.78 \r\n",
+       "L 497.461649 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_43\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"497.461649\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_24\">\r\n",
+       "     <g id=\"line2d_44\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 509.652504 345.78 \r\n",
+       "L 509.652504 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_45\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"509.652504\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_25\">\r\n",
+       "     <g id=\"line2d_46\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 520.212703 345.78 \r\n",
+       "L 520.212703 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_47\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"520.212703\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"xtick_26\">\r\n",
+       "     <g id=\"line2d_48\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 529.527458 345.78 \r\n",
+       "L 529.527458 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_49\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"529.527458\" xlink:href=\"#m773c0b3dcd\" y=\"345.78\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_4\">\r\n",
+       "     <!-- PPM Concentration -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 19.671875 64.796875 \r\n",
+       "L 19.671875 37.40625 \r\n",
+       "L 32.078125 37.40625 \r\n",
+       "Q 38.96875 37.40625 42.71875 40.96875 \r\n",
+       "Q 46.484375 44.53125 46.484375 51.125 \r\n",
+       "Q 46.484375 57.671875 42.71875 61.234375 \r\n",
+       "Q 38.96875 64.796875 32.078125 64.796875 \r\n",
+       "z\r\n",
+       "M 9.8125 72.90625 \r\n",
+       "L 32.078125 72.90625 \r\n",
+       "Q 44.34375 72.90625 50.609375 67.359375 \r\n",
+       "Q 56.890625 61.8125 56.890625 51.125 \r\n",
+       "Q 56.890625 40.328125 50.609375 34.8125 \r\n",
+       "Q 44.34375 29.296875 32.078125 29.296875 \r\n",
+       "L 19.671875 29.296875 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-80\"/>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 24.515625 72.90625 \r\n",
+       "L 43.109375 23.296875 \r\n",
+       "L 61.8125 72.90625 \r\n",
+       "L 76.515625 72.90625 \r\n",
+       "L 76.515625 0 \r\n",
+       "L 66.890625 0 \r\n",
+       "L 66.890625 64.015625 \r\n",
+       "L 48.09375 14.015625 \r\n",
+       "L 38.1875 14.015625 \r\n",
+       "L 19.390625 64.015625 \r\n",
+       "L 19.390625 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-77\"/>\r\n",
+       "      <path id=\"DejaVuSans-32\"/>\r\n",
+       "      <path d=\"M 64.40625 67.28125 \r\n",
+       "L 64.40625 56.890625 \r\n",
+       "Q 59.421875 61.53125 53.78125 63.8125 \r\n",
+       "Q 48.140625 66.109375 41.796875 66.109375 \r\n",
+       "Q 29.296875 66.109375 22.65625 58.46875 \r\n",
+       "Q 16.015625 50.828125 16.015625 36.375 \r\n",
+       "Q 16.015625 21.96875 22.65625 14.328125 \r\n",
+       "Q 29.296875 6.6875 41.796875 6.6875 \r\n",
+       "Q 48.140625 6.6875 53.78125 8.984375 \r\n",
+       "Q 59.421875 11.28125 64.40625 15.921875 \r\n",
+       "L 64.40625 5.609375 \r\n",
+       "Q 59.234375 2.09375 53.4375 0.328125 \r\n",
+       "Q 47.65625 -1.421875 41.21875 -1.421875 \r\n",
+       "Q 24.65625 -1.421875 15.125 8.703125 \r\n",
+       "Q 5.609375 18.84375 5.609375 36.375 \r\n",
+       "Q 5.609375 53.953125 15.125 64.078125 \r\n",
+       "Q 24.65625 74.21875 41.21875 74.21875 \r\n",
+       "Q 47.75 74.21875 53.53125 72.484375 \r\n",
+       "Q 59.328125 70.75 64.40625 67.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-67\"/>\r\n",
+       "      <path d=\"M 30.609375 48.390625 \r\n",
+       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
+       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
+       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
+       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
+       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
+       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
+       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
+       "z\r\n",
+       "M 30.609375 56 \r\n",
+       "Q 42.328125 56 49.015625 48.375 \r\n",
+       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
+       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
+       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
+       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
+       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
+       "Q 18.84375 56 30.609375 56 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-111\"/>\r\n",
+       "      <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-110\"/>\r\n",
+       "      <path d=\"M 48.78125 52.59375 \r\n",
+       "L 48.78125 44.1875 \r\n",
+       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
+       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
+       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
+       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
+       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
+       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
+       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
+       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
+       "L 48.78125 2.09375 \r\n",
+       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
+       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
+       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
+       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
+       "Q 20.21875 56 33.015625 56 \r\n",
+       "Q 37.15625 56 41.109375 55.140625 \r\n",
+       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-99\"/>\r\n",
+       "      <path d=\"M 56.203125 29.59375 \r\n",
+       "L 56.203125 25.203125 \r\n",
+       "L 14.890625 25.203125 \r\n",
+       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
+       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
+       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
+       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
+       "L 54.109375 2.78125 \r\n",
+       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
+       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
+       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
+       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
+       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
+       "Q 20.015625 56 32.328125 56 \r\n",
+       "Q 43.359375 56 49.78125 48.890625 \r\n",
+       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
+       "z\r\n",
+       "M 47.21875 32.234375 \r\n",
+       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
+       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
+       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
+       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-101\"/>\r\n",
+       "      <path d=\"M 18.3125 70.21875 \r\n",
+       "L 18.3125 54.6875 \r\n",
+       "L 36.8125 54.6875 \r\n",
+       "L 36.8125 47.703125 \r\n",
+       "L 18.3125 47.703125 \r\n",
+       "L 18.3125 18.015625 \r\n",
+       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
+       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
+       "L 36.8125 7.515625 \r\n",
+       "L 36.8125 0 \r\n",
+       "L 27.59375 0 \r\n",
+       "Q 17.1875 0 13.234375 3.875 \r\n",
+       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
+       "L 9.28125 47.703125 \r\n",
+       "L 2.6875 47.703125 \r\n",
+       "L 2.6875 54.6875 \r\n",
+       "L 9.28125 54.6875 \r\n",
+       "L 9.28125 70.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-116\"/>\r\n",
+       "      <path d=\"M 41.109375 46.296875 \r\n",
+       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
+       "Q 36.03125 48 33.890625 48 \r\n",
+       "Q 26.265625 48 22.1875 43.046875 \r\n",
+       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
+       "Q 30.03125 56 36.53125 56 \r\n",
+       "Q 37.453125 56 38.578125 55.875 \r\n",
+       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-114\"/>\r\n",
+       "      <path d=\"M 34.28125 27.484375 \r\n",
+       "Q 23.390625 27.484375 19.1875 25 \r\n",
+       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
+       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
+       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
+       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
+       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
+       "L 43.21875 27.484375 \r\n",
+       "z\r\n",
+       "M 52.203125 31.203125 \r\n",
+       "L 52.203125 0 \r\n",
+       "L 43.21875 0 \r\n",
+       "L 43.21875 8.296875 \r\n",
+       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
+       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
+       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
+       "Q 6 8.015625 6 15.921875 \r\n",
+       "Q 6 25.140625 12.171875 29.828125 \r\n",
+       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
+       "L 43.21875 34.515625 \r\n",
+       "L 43.21875 35.40625 \r\n",
+       "Q 43.21875 41.609375 39.140625 45 \r\n",
+       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
+       "Q 23 48.390625 18.546875 47.265625 \r\n",
+       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
+       "L 10.015625 52.203125 \r\n",
+       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
+       "Q 24.21875 56 28.609375 56 \r\n",
+       "Q 40.484375 56 46.34375 49.84375 \r\n",
+       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-97\"/>\r\n",
+       "      <path d=\"M 9.421875 54.6875 \r\n",
+       "L 18.40625 54.6875 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 64.59375 \r\n",
+       "L 9.421875 64.59375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-105\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(255.174219 374.056562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"60.302734\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"120.605469\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
+       "      <use x=\"206.884766\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "      <use x=\"238.671875\" xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"308.496094\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"369.677734\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"433.056641\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"488.037109\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
+       "      <use x=\"549.560547\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "      <use x=\"612.939453\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"652.148438\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "      <use x=\"693.261719\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "      <use x=\"754.541016\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "      <use x=\"793.75\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "      <use x=\"821.533203\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"882.714844\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"matplotlib.axis_2\">\r\n",
+       "    <g id=\"ytick_1\">\r\n",
+       "     <g id=\"line2d_50\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -3.5 0 \r\n",
+       "\" id=\"m71b8b4fdfa\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"280.829744\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_5\">\r\n",
+       "      <!-- $\\mathdefault{10^{-1}}$ -->\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 10.59375 35.5 \r\n",
+       "L 73.1875 35.5 \r\n",
+       "L 73.1875 27.203125 \r\n",
+       "L 10.59375 27.203125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-8722\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g transform=\"translate(20.878125 284.628963)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-8722\"/>\r\n",
+       "       <use transform=\"translate(186.855469 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_2\">\r\n",
+       "     <g id=\"line2d_51\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"207.349829\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_6\">\r\n",
+       "      <!-- $\\mathdefault{10^{0}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 211.149048)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_3\">\r\n",
+       "     <g id=\"line2d_52\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"133.869915\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_7\">\r\n",
+       "      <!-- $\\mathdefault{10^{1}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 137.669133)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_4\">\r\n",
+       "     <g id=\"line2d_53\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"51.378125\" xlink:href=\"#m71b8b4fdfa\" y=\"60.39\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"text_8\">\r\n",
+       "      <!-- $\\mathdefault{10^{2}}$ -->\r\n",
+       "      <g transform=\"translate(26.778125 64.189219)scale(0.1 -0.1)\">\r\n",
+       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-49\"/>\r\n",
+       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-48\"/>\r\n",
+       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_5\">\r\n",
+       "     <g id=\"line2d_54\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 332.19 \r\n",
+       "L 553.578125 332.19 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_55\">\r\n",
+       "      <defs>\r\n",
+       "       <path d=\"M 0 0 \r\n",
+       "L -2 0 \r\n",
+       "\" id=\"m1a71cfbfa0\" style=\"stroke:#000000;stroke-width:0.6;\"/>\r\n",
+       "      </defs>\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"332.19\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_6\">\r\n",
+       "     <g id=\"line2d_56\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 319.250829 \r\n",
+       "L 553.578125 319.250829 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_57\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"319.250829\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_7\">\r\n",
+       "     <g id=\"line2d_58\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 310.070342 \r\n",
+       "L 553.578125 310.070342 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_59\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"310.070342\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_8\">\r\n",
+       "     <g id=\"line2d_60\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 302.949402 \r\n",
+       "L 553.578125 302.949402 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_61\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"302.949402\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_9\">\r\n",
+       "     <g id=\"line2d_62\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 297.131171 \r\n",
+       "L 553.578125 297.131171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_63\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"297.131171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_10\">\r\n",
+       "     <g id=\"line2d_64\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 292.211927 \r\n",
+       "L 553.578125 292.211927 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_65\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"292.211927\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_11\">\r\n",
+       "     <g id=\"line2d_66\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 287.950683 \r\n",
+       "L 553.578125 287.950683 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_67\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"287.950683\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_12\">\r\n",
+       "     <g id=\"line2d_68\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 284.192 \r\n",
+       "L 553.578125 284.192 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_69\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"284.192\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_13\">\r\n",
+       "     <g id=\"line2d_70\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 258.710085 \r\n",
+       "L 553.578125 258.710085 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_71\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"258.710085\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_14\">\r\n",
+       "     <g id=\"line2d_72\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 245.770915 \r\n",
+       "L 553.578125 245.770915 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_73\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"245.770915\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_15\">\r\n",
+       "     <g id=\"line2d_74\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 236.590427 \r\n",
+       "L 553.578125 236.590427 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_75\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"236.590427\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_16\">\r\n",
+       "     <g id=\"line2d_76\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 229.469488 \r\n",
+       "L 553.578125 229.469488 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_77\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"229.469488\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_17\">\r\n",
+       "     <g id=\"line2d_78\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 223.651256 \r\n",
+       "L 553.578125 223.651256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_79\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"223.651256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_18\">\r\n",
+       "     <g id=\"line2d_80\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 218.732012 \r\n",
+       "L 553.578125 218.732012 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_81\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"218.732012\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_19\">\r\n",
+       "     <g id=\"line2d_82\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 214.470769 \r\n",
+       "L 553.578125 214.470769 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_83\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"214.470769\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_20\">\r\n",
+       "     <g id=\"line2d_84\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 210.712086 \r\n",
+       "L 553.578125 210.712086 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_85\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"210.712086\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_21\">\r\n",
+       "     <g id=\"line2d_86\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 185.230171 \r\n",
+       "L 553.578125 185.230171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_87\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"185.230171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_22\">\r\n",
+       "     <g id=\"line2d_88\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 172.291 \r\n",
+       "L 553.578125 172.291 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_89\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"172.291\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_23\">\r\n",
+       "     <g id=\"line2d_90\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 163.110512 \r\n",
+       "L 553.578125 163.110512 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_91\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"163.110512\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_24\">\r\n",
+       "     <g id=\"line2d_92\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 155.989573 \r\n",
+       "L 553.578125 155.989573 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_93\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"155.989573\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_25\">\r\n",
+       "     <g id=\"line2d_94\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 150.171342 \r\n",
+       "L 553.578125 150.171342 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_95\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"150.171342\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_26\">\r\n",
+       "     <g id=\"line2d_96\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 145.252097 \r\n",
+       "L 553.578125 145.252097 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_97\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"145.252097\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_27\">\r\n",
+       "     <g id=\"line2d_98\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 140.990854 \r\n",
+       "L 553.578125 140.990854 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_99\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"140.990854\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_28\">\r\n",
+       "     <g id=\"line2d_100\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 137.232171 \r\n",
+       "L 553.578125 137.232171 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_101\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"137.232171\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_29\">\r\n",
+       "     <g id=\"line2d_102\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 111.750256 \r\n",
+       "L 553.578125 111.750256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_103\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"111.750256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_30\">\r\n",
+       "     <g id=\"line2d_104\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 98.811086 \r\n",
+       "L 553.578125 98.811086 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_105\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"98.811086\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_31\">\r\n",
+       "     <g id=\"line2d_106\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 89.630598 \r\n",
+       "L 553.578125 89.630598 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_107\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"89.630598\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_32\">\r\n",
+       "     <g id=\"line2d_108\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 82.509658 \r\n",
+       "L 553.578125 82.509658 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_109\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"82.509658\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_33\">\r\n",
+       "     <g id=\"line2d_110\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 76.691427 \r\n",
+       "L 553.578125 76.691427 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_111\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"76.691427\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_34\">\r\n",
+       "     <g id=\"line2d_112\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 71.772183 \r\n",
+       "L 553.578125 71.772183 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_113\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"71.772183\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_35\">\r\n",
+       "     <g id=\"line2d_114\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 67.510939 \r\n",
+       "L 553.578125 67.510939 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_115\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"67.510939\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"ytick_36\">\r\n",
+       "     <g id=\"line2d_116\">\r\n",
+       "      <path clip-path=\"url(#p512bd0efff)\" d=\"M 51.378125 63.752256 \r\n",
+       "L 553.578125 63.752256 \r\n",
+       "\" style=\"fill:none;stroke:#d3d3d3;stroke-dasharray:2.96,1.28;stroke-dashoffset:0;stroke-width:0.8;\"/>\r\n",
+       "     </g>\r\n",
+       "     <g id=\"line2d_117\">\r\n",
+       "      <g>\r\n",
+       "       <use style=\"stroke:#000000;stroke-width:0.6;\" x=\"51.378125\" xlink:href=\"#m1a71cfbfa0\" y=\"63.752256\"/>\r\n",
+       "      </g>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_9\">\r\n",
+       "     <!-- Rs/Ro -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 44.390625 34.1875 \r\n",
+       "Q 47.5625 33.109375 50.5625 29.59375 \r\n",
+       "Q 53.5625 26.078125 56.59375 19.921875 \r\n",
+       "L 66.609375 0 \r\n",
+       "L 56 0 \r\n",
+       "L 46.6875 18.703125 \r\n",
+       "Q 43.0625 26.03125 39.671875 28.421875 \r\n",
+       "Q 36.28125 30.8125 30.421875 30.8125 \r\n",
+       "L 19.671875 30.8125 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "L 9.8125 72.90625 \r\n",
+       "L 32.078125 72.90625 \r\n",
+       "Q 44.578125 72.90625 50.734375 67.671875 \r\n",
+       "Q 56.890625 62.453125 56.890625 51.90625 \r\n",
+       "Q 56.890625 45.015625 53.6875 40.46875 \r\n",
+       "Q 50.484375 35.9375 44.390625 34.1875 \r\n",
+       "z\r\n",
+       "M 19.671875 64.796875 \r\n",
+       "L 19.671875 38.921875 \r\n",
+       "L 32.078125 38.921875 \r\n",
+       "Q 39.203125 38.921875 42.84375 42.21875 \r\n",
+       "Q 46.484375 45.515625 46.484375 51.90625 \r\n",
+       "Q 46.484375 58.296875 42.84375 61.546875 \r\n",
+       "Q 39.203125 64.796875 32.078125 64.796875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-82\"/>\r\n",
+       "      <path d=\"M 44.28125 53.078125 \r\n",
+       "L 44.28125 44.578125 \r\n",
+       "Q 40.484375 46.53125 36.375 47.5 \r\n",
+       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
+       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
+       "Q 14.5 44.390625 14.5 40.28125 \r\n",
+       "Q 14.5 37.15625 16.890625 35.375 \r\n",
+       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
+       "L 29.59375 31.296875 \r\n",
+       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
+       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
+       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
+       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
+       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
+       "Q 10.6875 0.296875 5.421875 2 \r\n",
+       "L 5.421875 11.28125 \r\n",
+       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
+       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
+       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
+       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
+       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
+       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
+       "L 21.578125 24.515625 \r\n",
+       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
+       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
+       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
+       "Q 16.75 56 26.8125 56 \r\n",
+       "Q 31.78125 56 36.171875 55.265625 \r\n",
+       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-115\"/>\r\n",
+       "      <path d=\"M 25.390625 72.90625 \r\n",
+       "L 33.6875 72.90625 \r\n",
+       "L 8.296875 -9.28125 \r\n",
+       "L 0 -9.28125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-47\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(14.798437 210.58375)rotate(-90)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-82\"/>\r\n",
+       "      <use x=\"69.482422\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
+       "      <use x=\"121.582031\" xlink:href=\"#DejaVuSans-47\"/>\r\n",
+       "      <use x=\"155.273438\" xlink:href=\"#DejaVuSans-82\"/>\r\n",
+       "      <use x=\"224.693359\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_118\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 446.508273 332.19 \r\n",
+       "L 445.359772 319.250829 \r\n",
+       "L 444.194346 310.070342 \r\n",
+       "L 443.011488 302.949402 \r\n",
+       "L 441.810669 297.131171 \r\n",
+       "L 440.591336 292.211927 \r\n",
+       "L 439.352908 287.950683 \r\n",
+       "L 438.094777 284.192 \r\n",
+       "L 436.816307 280.829744 \r\n",
+       "L 422.747299 258.710085 \r\n",
+       "L 405.621898 245.770915 \r\n",
+       "L 383.732746 236.590427 \r\n",
+       "L 353.363063 229.469488 \r\n",
+       "L 303.426661 223.651256 \r\n",
+       "L 135.545409 218.732012 \r\n",
+       "L -1 218.728822 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m8544ff4102\" style=\"stroke:#1f77b4;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"446.508273\" xlink:href=\"#m8544ff4102\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"445.359772\" xlink:href=\"#m8544ff4102\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"444.194346\" xlink:href=\"#m8544ff4102\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"443.011488\" xlink:href=\"#m8544ff4102\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"441.810669\" xlink:href=\"#m8544ff4102\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"440.591336\" xlink:href=\"#m8544ff4102\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"439.352908\" xlink:href=\"#m8544ff4102\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"438.094777\" xlink:href=\"#m8544ff4102\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"436.816307\" xlink:href=\"#m8544ff4102\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"422.747299\" xlink:href=\"#m8544ff4102\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"405.621898\" xlink:href=\"#m8544ff4102\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"383.732746\" xlink:href=\"#m8544ff4102\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"353.363063\" xlink:href=\"#m8544ff4102\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"303.426661\" xlink:href=\"#m8544ff4102\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"135.545409\" xlink:href=\"#m8544ff4102\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"-1\" xlink:href=\"#m8544ff4102\" y=\"218.728822\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_119\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 530.750852 332.19 \r\n",
+       "L 530.648819 319.250829 \r\n",
+       "L 530.546655 310.070342 \r\n",
+       "L 530.444358 302.949402 \r\n",
+       "L 530.341928 297.131171 \r\n",
+       "L 530.239366 292.211927 \r\n",
+       "L 530.136671 287.950683 \r\n",
+       "L 530.033842 284.192 \r\n",
+       "L 529.930879 280.829744 \r\n",
+       "L 528.893811 258.710085 \r\n",
+       "L 527.842962 245.770915 \r\n",
+       "L 526.777961 236.590427 \r\n",
+       "L 525.698422 229.469488 \r\n",
+       "L 524.603943 223.651256 \r\n",
+       "L 523.494104 218.732012 \r\n",
+       "L 522.368468 214.470769 \r\n",
+       "L 521.226578 210.712086 \r\n",
+       "L 520.067959 207.349829 \r\n",
+       "L 507.439845 185.230171 \r\n",
+       "L 492.404869 172.291 \r\n",
+       "L 473.824301 163.110512 \r\n",
+       "L 449.492535 155.989573 \r\n",
+       "L 414.167239 150.171342 \r\n",
+       "L 348.678934 145.252097 \r\n",
+       "L -1 145.243939 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"mddac94382c\" style=\"stroke:#ff7f0e;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.750852\" xlink:href=\"#mddac94382c\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.648819\" xlink:href=\"#mddac94382c\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.546655\" xlink:href=\"#mddac94382c\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.444358\" xlink:href=\"#mddac94382c\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.341928\" xlink:href=\"#mddac94382c\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.239366\" xlink:href=\"#mddac94382c\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.136671\" xlink:href=\"#mddac94382c\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"530.033842\" xlink:href=\"#mddac94382c\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"529.930879\" xlink:href=\"#mddac94382c\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"528.893811\" xlink:href=\"#mddac94382c\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"527.842962\" xlink:href=\"#mddac94382c\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"526.777961\" xlink:href=\"#mddac94382c\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"525.698422\" xlink:href=\"#mddac94382c\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"524.603943\" xlink:href=\"#mddac94382c\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"523.494104\" xlink:href=\"#mddac94382c\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"522.368468\" xlink:href=\"#mddac94382c\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"521.226578\" xlink:href=\"#mddac94382c\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"520.067959\" xlink:href=\"#mddac94382c\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"507.439845\" xlink:href=\"#mddac94382c\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"492.404869\" xlink:href=\"#mddac94382c\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"473.824301\" xlink:href=\"#mddac94382c\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"449.492535\" xlink:href=\"#mddac94382c\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"414.167239\" xlink:href=\"#mddac94382c\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"348.678934\" xlink:href=\"#mddac94382c\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"-1\" xlink:href=\"#mddac94382c\" y=\"145.243939\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_120\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 512.149987 332.19 \r\n",
+       "L 512.11067 319.250829 \r\n",
+       "L 512.071333 310.070342 \r\n",
+       "L 512.031977 302.949402 \r\n",
+       "L 511.992601 297.131171 \r\n",
+       "L 511.953205 292.211927 \r\n",
+       "L 511.91379 287.950683 \r\n",
+       "L 511.874355 284.192 \r\n",
+       "L 511.8349 280.829744 \r\n",
+       "L 511.439267 258.710085 \r\n",
+       "L 511.041645 245.770915 \r\n",
+       "L 510.642014 236.590427 \r\n",
+       "L 510.240353 229.469488 \r\n",
+       "L 509.836642 223.651256 \r\n",
+       "L 509.430859 218.732012 \r\n",
+       "L 509.022984 214.470769 \r\n",
+       "L 508.612994 210.712086 \r\n",
+       "L 508.200867 207.349829 \r\n",
+       "L 503.956983 185.230171 \r\n",
+       "L 499.472381 172.291 \r\n",
+       "L 494.718102 163.110512 \r\n",
+       "L 489.659627 155.989573 \r\n",
+       "L 484.25535 150.171342 \r\n",
+       "L 478.454502 145.252097 \r\n",
+       "L 472.194238 140.990854 \r\n",
+       "L 465.395481 137.232171 \r\n",
+       "L 457.956799 133.869915 \r\n",
+       "L 118.876333 111.750256 \r\n",
+       "L -1 111.741753 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"mc5ec7d1f9d\" style=\"stroke:#2ca02c;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.149987\" xlink:href=\"#mc5ec7d1f9d\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.11067\" xlink:href=\"#mc5ec7d1f9d\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.071333\" xlink:href=\"#mc5ec7d1f9d\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"512.031977\" xlink:href=\"#mc5ec7d1f9d\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.992601\" xlink:href=\"#mc5ec7d1f9d\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.953205\" xlink:href=\"#mc5ec7d1f9d\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.91379\" xlink:href=\"#mc5ec7d1f9d\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.874355\" xlink:href=\"#mc5ec7d1f9d\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.8349\" xlink:href=\"#mc5ec7d1f9d\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.439267\" xlink:href=\"#mc5ec7d1f9d\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"511.041645\" xlink:href=\"#mc5ec7d1f9d\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"510.642014\" xlink:href=\"#mc5ec7d1f9d\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"510.240353\" xlink:href=\"#mc5ec7d1f9d\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.836642\" xlink:href=\"#mc5ec7d1f9d\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.430859\" xlink:href=\"#mc5ec7d1f9d\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"509.022984\" xlink:href=\"#mc5ec7d1f9d\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.612994\" xlink:href=\"#mc5ec7d1f9d\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"508.200867\" xlink:href=\"#mc5ec7d1f9d\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"503.956983\" xlink:href=\"#mc5ec7d1f9d\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"499.472381\" xlink:href=\"#mc5ec7d1f9d\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"494.718102\" xlink:href=\"#mc5ec7d1f9d\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"489.659627\" xlink:href=\"#mc5ec7d1f9d\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"484.25535\" xlink:href=\"#mc5ec7d1f9d\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"478.454502\" xlink:href=\"#mc5ec7d1f9d\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"472.194238\" xlink:href=\"#mc5ec7d1f9d\" y=\"140.990854\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"465.395481\" xlink:href=\"#mc5ec7d1f9d\" y=\"137.232171\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"457.956799\" xlink:href=\"#mc5ec7d1f9d\" y=\"133.869915\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"118.876333\" xlink:href=\"#mc5ec7d1f9d\" y=\"111.750256\"/>\r\n",
+       "     <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"-1\" xlink:href=\"#mc5ec7d1f9d\" y=\"111.741753\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_121\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 428.600118 332.19 \r\n",
+       "L 427.70658 319.250829 \r\n",
+       "L 426.80283 310.070342 \r\n",
+       "L 425.888633 302.949402 \r\n",
+       "L 424.963745 297.131171 \r\n",
+       "L 424.027912 292.211927 \r\n",
+       "L 423.080871 287.950683 \r\n",
+       "L 422.122353 284.192 \r\n",
+       "L 421.152074 280.829744 \r\n",
+       "L 410.732262 258.710085 \r\n",
+       "L 398.728204 245.770915 \r\n",
+       "L 384.570258 236.590427 \r\n",
+       "L 367.312728 229.469488 \r\n",
+       "L 345.206704 223.651256 \r\n",
+       "L 314.415381 218.732012 \r\n",
+       "L 263.30319 214.470769 \r\n",
+       "L 74.205398 210.712086 \r\n",
+       "L -1 210.710699 \r\n",
+       "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m5d81ee4885\" style=\"stroke:#d62728;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"428.600118\" xlink:href=\"#m5d81ee4885\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"427.70658\" xlink:href=\"#m5d81ee4885\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"426.80283\" xlink:href=\"#m5d81ee4885\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"425.888633\" xlink:href=\"#m5d81ee4885\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"424.963745\" xlink:href=\"#m5d81ee4885\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"424.027912\" xlink:href=\"#m5d81ee4885\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"423.080871\" xlink:href=\"#m5d81ee4885\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"422.122353\" xlink:href=\"#m5d81ee4885\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"421.152074\" xlink:href=\"#m5d81ee4885\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"410.732262\" xlink:href=\"#m5d81ee4885\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"398.728204\" xlink:href=\"#m5d81ee4885\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"384.570258\" xlink:href=\"#m5d81ee4885\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"367.312728\" xlink:href=\"#m5d81ee4885\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"345.206704\" xlink:href=\"#m5d81ee4885\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"314.415381\" xlink:href=\"#m5d81ee4885\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"263.30319\" xlink:href=\"#m5d81ee4885\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"74.205398\" xlink:href=\"#m5d81ee4885\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#d62728;stroke:#d62728;\" x=\"-1\" xlink:href=\"#m5d81ee4885\" y=\"210.710699\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"line2d_122\">\r\n",
+       "    <path clip-path=\"url(#p512bd0efff)\" d=\"M 519.637654 332.19 \r\n",
+       "L 519.598312 319.250829 \r\n",
+       "L 519.55895 310.070342 \r\n",
+       "L 519.519569 302.949402 \r\n",
+       "L 519.480168 297.131171 \r\n",
+       "L 519.440748 292.211927 \r\n",
+       "L 519.401307 287.950683 \r\n",
+       "L 519.361848 284.192 \r\n",
+       "L 519.322368 280.829744 \r\n",
+       "L 518.926485 258.710085 \r\n",
+       "L 518.52861 245.770915 \r\n",
+       "L 518.128723 236.590427 \r\n",
+       "L 517.726803 229.469488 \r\n",
+       "L 517.322831 223.651256 \r\n",
+       "L 516.916784 218.732012 \r\n",
+       "L 516.508642 214.470769 \r\n",
+       "L 516.098383 210.712086 \r\n",
+       "L 515.685984 207.349829 \r\n",
+       "L 511.439215 185.230171 \r\n",
+       "L 506.951391 172.291 \r\n",
+       "L 502.193491 163.110512 \r\n",
+       "L 497.130915 155.989573 \r\n",
+       "L 491.721957 150.171342 \r\n",
+       "L 485.915715 145.252097 \r\n",
+       "L 479.649169 140.990854 \r\n",
+       "L 472.843001 137.232171 \r\n",
+       "L 465.395445 133.869915 \r\n",
+       "L 118.879208 111.750256 \r\n",
+       "L -1 111.741753 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    <defs>\r\n",
+       "     <path d=\"M 0 3 \r\n",
+       "C 0.795609 3 1.55874 2.683901 2.12132 2.12132 \r\n",
+       "C 2.683901 1.55874 3 0.795609 3 0 \r\n",
+       "C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \r\n",
+       "C 1.55874 -2.683901 0.795609 -3 0 -3 \r\n",
+       "C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \r\n",
+       "C -2.683901 -1.55874 -3 -0.795609 -3 0 \r\n",
+       "C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \r\n",
+       "C -1.55874 2.683901 -0.795609 3 0 3 \r\n",
+       "z\r\n",
+       "\" id=\"m11a86881ad\" style=\"stroke:#9467bd;\"/>\r\n",
+       "    </defs>\r\n",
+       "    <g clip-path=\"url(#p512bd0efff)\">\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.637654\" xlink:href=\"#m11a86881ad\" y=\"332.19\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.598312\" xlink:href=\"#m11a86881ad\" y=\"319.250829\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.55895\" xlink:href=\"#m11a86881ad\" y=\"310.070342\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.519569\" xlink:href=\"#m11a86881ad\" y=\"302.949402\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.480168\" xlink:href=\"#m11a86881ad\" y=\"297.131171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.440748\" xlink:href=\"#m11a86881ad\" y=\"292.211927\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.401307\" xlink:href=\"#m11a86881ad\" y=\"287.950683\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.361848\" xlink:href=\"#m11a86881ad\" y=\"284.192\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"519.322368\" xlink:href=\"#m11a86881ad\" y=\"280.829744\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.926485\" xlink:href=\"#m11a86881ad\" y=\"258.710085\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.52861\" xlink:href=\"#m11a86881ad\" y=\"245.770915\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"518.128723\" xlink:href=\"#m11a86881ad\" y=\"236.590427\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"517.726803\" xlink:href=\"#m11a86881ad\" y=\"229.469488\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"517.322831\" xlink:href=\"#m11a86881ad\" y=\"223.651256\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.916784\" xlink:href=\"#m11a86881ad\" y=\"218.732012\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.508642\" xlink:href=\"#m11a86881ad\" y=\"214.470769\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"516.098383\" xlink:href=\"#m11a86881ad\" y=\"210.712086\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"515.685984\" xlink:href=\"#m11a86881ad\" y=\"207.349829\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"511.439215\" xlink:href=\"#m11a86881ad\" y=\"185.230171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"506.951391\" xlink:href=\"#m11a86881ad\" y=\"172.291\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"502.193491\" xlink:href=\"#m11a86881ad\" y=\"163.110512\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"497.130915\" xlink:href=\"#m11a86881ad\" y=\"155.989573\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"491.721957\" xlink:href=\"#m11a86881ad\" y=\"150.171342\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"485.915715\" xlink:href=\"#m11a86881ad\" y=\"145.252097\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"479.649169\" xlink:href=\"#m11a86881ad\" y=\"140.990854\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"472.843001\" xlink:href=\"#m11a86881ad\" y=\"137.232171\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"465.395445\" xlink:href=\"#m11a86881ad\" y=\"133.869915\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"118.879208\" xlink:href=\"#m11a86881ad\" y=\"111.750256\"/>\r\n",
+       "     <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"-1\" xlink:href=\"#m11a86881ad\" y=\"111.741753\"/>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_3\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 51.378125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_4\">\r\n",
+       "    <path d=\"M 553.578125 345.78 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_5\">\r\n",
+       "    <path d=\"M 51.378125 345.78 \r\n",
+       "L 553.578125 345.78 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"patch_6\">\r\n",
+       "    <path d=\"M 51.378125 46.8 \r\n",
+       "L 553.578125 46.8 \r\n",
+       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
+       "   </g>\r\n",
+       "   <g id=\"legend_1\">\r\n",
+       "    <g id=\"patch_7\">\r\n",
+       "     <path d=\"M 478.107812 128.190625 \r\n",
+       "L 546.578125 128.190625 \r\n",
+       "Q 548.578125 128.190625 548.578125 126.190625 \r\n",
+       "L 548.578125 53.8 \r\n",
+       "Q 548.578125 51.8 546.578125 51.8 \r\n",
+       "L 478.107812 51.8 \r\n",
+       "Q 476.107812 51.8 476.107812 53.8 \r\n",
+       "L 476.107812 126.190625 \r\n",
+       "Q 476.107812 128.190625 478.107812 128.190625 \r\n",
+       "z\r\n",
+       "\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_123\">\r\n",
+       "     <path d=\"M 480.107812 59.898437 \r\n",
+       "L 500.107812 59.898437 \r\n",
+       "\" style=\"fill:none;stroke:#1f77b4;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_124\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"490.107812\" xlink:href=\"#m8544ff4102\" y=\"59.898437\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_10\">\r\n",
+       "     <!-- H2 -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 43.015625 \r\n",
+       "L 55.515625 43.015625 \r\n",
+       "L 55.515625 72.90625 \r\n",
+       "L 65.375 72.90625 \r\n",
+       "L 65.375 0 \r\n",
+       "L 55.515625 0 \r\n",
+       "L 55.515625 34.71875 \r\n",
+       "L 19.671875 34.71875 \r\n",
+       "L 19.671875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-72\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 63.398437)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-72\"/>\r\n",
+       "      <use x=\"75.195312\" xlink:href=\"#DejaVuSans-50\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_125\">\r\n",
+       "     <path d=\"M 480.107812 74.576562 \r\n",
+       "L 500.107812 74.576562 \r\n",
+       "\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_126\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;\" x=\"490.107812\" xlink:href=\"#mddac94382c\" y=\"74.576562\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_11\">\r\n",
+       "     <!-- LPG -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 9.8125 72.90625 \r\n",
+       "L 19.671875 72.90625 \r\n",
+       "L 19.671875 8.296875 \r\n",
+       "L 55.171875 8.296875 \r\n",
+       "L 55.171875 0 \r\n",
+       "L 9.8125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-76\"/>\r\n",
+       "      <path d=\"M 59.515625 10.40625 \r\n",
+       "L 59.515625 29.984375 \r\n",
+       "L 43.40625 29.984375 \r\n",
+       "L 43.40625 38.09375 \r\n",
+       "L 69.28125 38.09375 \r\n",
+       "L 69.28125 6.78125 \r\n",
+       "Q 63.578125 2.734375 56.6875 0.65625 \r\n",
+       "Q 49.8125 -1.421875 42 -1.421875 \r\n",
+       "Q 24.90625 -1.421875 15.25 8.5625 \r\n",
+       "Q 5.609375 18.5625 5.609375 36.375 \r\n",
+       "Q 5.609375 54.25 15.25 64.234375 \r\n",
+       "Q 24.90625 74.21875 42 74.21875 \r\n",
+       "Q 49.125 74.21875 55.546875 72.453125 \r\n",
+       "Q 61.96875 70.703125 67.390625 67.28125 \r\n",
+       "L 67.390625 56.78125 \r\n",
+       "Q 61.921875 61.421875 55.765625 63.765625 \r\n",
+       "Q 49.609375 66.109375 42.828125 66.109375 \r\n",
+       "Q 29.4375 66.109375 22.71875 58.640625 \r\n",
+       "Q 16.015625 51.171875 16.015625 36.375 \r\n",
+       "Q 16.015625 21.625 22.71875 14.15625 \r\n",
+       "Q 29.4375 6.6875 42.828125 6.6875 \r\n",
+       "Q 48.046875 6.6875 52.140625 7.59375 \r\n",
+       "Q 56.25 8.5 59.515625 10.40625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-71\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 78.076562)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-76\"/>\r\n",
+       "      <use x=\"55.712891\" xlink:href=\"#DejaVuSans-80\"/>\r\n",
+       "      <use x=\"116.015625\" xlink:href=\"#DejaVuSans-71\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_127\">\r\n",
+       "     <path d=\"M 480.107812 89.254687 \r\n",
+       "L 500.107812 89.254687 \r\n",
+       "\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_128\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#2ca02c;stroke:#2ca02c;\" x=\"490.107812\" xlink:href=\"#mc5ec7d1f9d\" y=\"89.254687\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_12\">\r\n",
+       "     <!-- CH4 -->\r\n",
+       "     <g transform=\"translate(508.107812 92.754687)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-72\"/>\r\n",
+       "      <use x=\"145.019531\" xlink:href=\"#DejaVuSans-52\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_129\">\r\n",
+       "     <path d=\"M 480.107812 103.932812 \r\n",
+       "L 500.107812 103.932812 \r\n",
+       "\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_130\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#d62728;stroke:#d62728;\" x=\"490.107812\" xlink:href=\"#m5d81ee4885\" y=\"103.932812\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_13\">\r\n",
+       "     <!-- CO -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 39.40625 66.21875 \r\n",
+       "Q 28.65625 66.21875 22.328125 58.203125 \r\n",
+       "Q 16.015625 50.203125 16.015625 36.375 \r\n",
+       "Q 16.015625 22.609375 22.328125 14.59375 \r\n",
+       "Q 28.65625 6.59375 39.40625 6.59375 \r\n",
+       "Q 50.140625 6.59375 56.421875 14.59375 \r\n",
+       "Q 62.703125 22.609375 62.703125 36.375 \r\n",
+       "Q 62.703125 50.203125 56.421875 58.203125 \r\n",
+       "Q 50.140625 66.21875 39.40625 66.21875 \r\n",
+       "z\r\n",
+       "M 39.40625 74.21875 \r\n",
+       "Q 54.734375 74.21875 63.90625 63.9375 \r\n",
+       "Q 73.09375 53.65625 73.09375 36.375 \r\n",
+       "Q 73.09375 19.140625 63.90625 8.859375 \r\n",
+       "Q 54.734375 -1.421875 39.40625 -1.421875 \r\n",
+       "Q 24.03125 -1.421875 14.8125 8.828125 \r\n",
+       "Q 5.609375 19.09375 5.609375 36.375 \r\n",
+       "Q 5.609375 53.65625 14.8125 63.9375 \r\n",
+       "Q 24.03125 74.21875 39.40625 74.21875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-79\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 107.432812)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "      <use x=\"69.824219\" xlink:href=\"#DejaVuSans-79\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_131\">\r\n",
+       "     <path d=\"M 480.107812 118.610937 \r\n",
+       "L 500.107812 118.610937 \r\n",
+       "\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;\"/>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"line2d_132\">\r\n",
+       "     <g>\r\n",
+       "      <use style=\"fill:#9467bd;stroke:#9467bd;\" x=\"490.107812\" xlink:href=\"#m11a86881ad\" y=\"118.610937\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "    <g id=\"text_14\">\r\n",
+       "     <!-- Alcohol -->\r\n",
+       "     <defs>\r\n",
+       "      <path d=\"M 34.1875 63.1875 \r\n",
+       "L 20.796875 26.90625 \r\n",
+       "L 47.609375 26.90625 \r\n",
+       "z\r\n",
+       "M 28.609375 72.90625 \r\n",
+       "L 39.796875 72.90625 \r\n",
+       "L 67.578125 0 \r\n",
+       "L 57.328125 0 \r\n",
+       "L 50.6875 18.703125 \r\n",
+       "L 17.828125 18.703125 \r\n",
+       "L 11.1875 0 \r\n",
+       "L 0.78125 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-65\"/>\r\n",
+       "      <path d=\"M 9.421875 75.984375 \r\n",
+       "L 18.40625 75.984375 \r\n",
+       "L 18.40625 0 \r\n",
+       "L 9.421875 0 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-108\"/>\r\n",
+       "      <path d=\"M 54.890625 33.015625 \r\n",
+       "L 54.890625 0 \r\n",
+       "L 45.90625 0 \r\n",
+       "L 45.90625 32.71875 \r\n",
+       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
+       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
+       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
+       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "L 18.109375 46.1875 \r\n",
+       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
+       "Q 30.078125 56 35.796875 56 \r\n",
+       "Q 45.21875 56 50.046875 50.171875 \r\n",
+       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-104\"/>\r\n",
+       "     </defs>\r\n",
+       "     <g transform=\"translate(508.107812 122.110937)scale(0.1 -0.1)\">\r\n",
+       "      <use xlink:href=\"#DejaVuSans-65\"/>\r\n",
+       "      <use x=\"68.408203\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "      <use x=\"96.191406\" xlink:href=\"#DejaVuSans-99\"/>\r\n",
+       "      <use x=\"151.171875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"212.353516\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
+       "      <use x=\"275.732422\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "      <use x=\"336.914062\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "     </g>\r\n",
+       "    </g>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       "  <g id=\"text_15\">\r\n",
+       "   <!-- Calibration plot for MQ-6 data -->\r\n",
+       "   <defs>\r\n",
+       "    <path d=\"M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "M 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "L 18.109375 0 \r\n",
+       "L 9.078125 0 \r\n",
+       "L 9.078125 75.984375 \r\n",
+       "L 18.109375 75.984375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-98\"/>\r\n",
+       "    <path d=\"M 18.109375 8.203125 \r\n",
+       "L 18.109375 -20.796875 \r\n",
+       "L 9.078125 -20.796875 \r\n",
+       "L 9.078125 54.6875 \r\n",
+       "L 18.109375 54.6875 \r\n",
+       "L 18.109375 46.390625 \r\n",
+       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
+       "Q 29.59375 56 35.59375 56 \r\n",
+       "Q 45.5625 56 51.78125 48.09375 \r\n",
+       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
+       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
+       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
+       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
+       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
+       "z\r\n",
+       "M 48.6875 27.296875 \r\n",
+       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
+       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
+       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
+       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
+       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
+       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
+       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
+       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-112\"/>\r\n",
+       "    <path d=\"M 37.109375 75.984375 \r\n",
+       "L 37.109375 68.5 \r\n",
+       "L 28.515625 68.5 \r\n",
+       "Q 23.6875 68.5 21.796875 66.546875 \r\n",
+       "Q 19.921875 64.59375 19.921875 59.515625 \r\n",
+       "L 19.921875 54.6875 \r\n",
+       "L 34.71875 54.6875 \r\n",
+       "L 34.71875 47.703125 \r\n",
+       "L 19.921875 47.703125 \r\n",
+       "L 19.921875 0 \r\n",
+       "L 10.890625 0 \r\n",
+       "L 10.890625 47.703125 \r\n",
+       "L 2.296875 47.703125 \r\n",
+       "L 2.296875 54.6875 \r\n",
+       "L 10.890625 54.6875 \r\n",
+       "L 10.890625 58.5 \r\n",
+       "Q 10.890625 67.625 15.140625 71.796875 \r\n",
+       "Q 19.390625 75.984375 28.609375 75.984375 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-102\"/>\r\n",
+       "    <path d=\"M 39.40625 66.21875 \r\n",
+       "Q 28.65625 66.21875 22.328125 58.203125 \r\n",
+       "Q 16.015625 50.203125 16.015625 36.375 \r\n",
+       "Q 16.015625 22.609375 22.328125 14.59375 \r\n",
+       "Q 28.65625 6.59375 39.40625 6.59375 \r\n",
+       "Q 50.140625 6.59375 56.421875 14.59375 \r\n",
+       "Q 62.703125 22.609375 62.703125 36.375 \r\n",
+       "Q 62.703125 50.203125 56.421875 58.203125 \r\n",
+       "Q 50.140625 66.21875 39.40625 66.21875 \r\n",
+       "z\r\n",
+       "M 53.21875 1.3125 \r\n",
+       "L 66.21875 -12.890625 \r\n",
+       "L 54.296875 -12.890625 \r\n",
+       "L 43.5 -1.21875 \r\n",
+       "Q 41.890625 -1.3125 41.03125 -1.359375 \r\n",
+       "Q 40.1875 -1.421875 39.40625 -1.421875 \r\n",
+       "Q 24.03125 -1.421875 14.8125 8.859375 \r\n",
+       "Q 5.609375 19.140625 5.609375 36.375 \r\n",
+       "Q 5.609375 53.65625 14.8125 63.9375 \r\n",
+       "Q 24.03125 74.21875 39.40625 74.21875 \r\n",
+       "Q 54.734375 74.21875 63.90625 63.9375 \r\n",
+       "Q 73.09375 53.65625 73.09375 36.375 \r\n",
+       "Q 73.09375 23.6875 67.984375 14.640625 \r\n",
+       "Q 62.890625 5.609375 53.21875 1.3125 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-81\"/>\r\n",
+       "    <path d=\"M 4.890625 31.390625 \r\n",
+       "L 31.203125 31.390625 \r\n",
+       "L 31.203125 23.390625 \r\n",
+       "L 4.890625 23.390625 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-45\"/>\r\n",
+       "    <path d=\"M 33.015625 40.375 \r\n",
+       "Q 26.375 40.375 22.484375 35.828125 \r\n",
+       "Q 18.609375 31.296875 18.609375 23.390625 \r\n",
+       "Q 18.609375 15.53125 22.484375 10.953125 \r\n",
+       "Q 26.375 6.390625 33.015625 6.390625 \r\n",
+       "Q 39.65625 6.390625 43.53125 10.953125 \r\n",
+       "Q 47.40625 15.53125 47.40625 23.390625 \r\n",
+       "Q 47.40625 31.296875 43.53125 35.828125 \r\n",
+       "Q 39.65625 40.375 33.015625 40.375 \r\n",
+       "z\r\n",
+       "M 52.59375 71.296875 \r\n",
+       "L 52.59375 62.3125 \r\n",
+       "Q 48.875 64.0625 45.09375 64.984375 \r\n",
+       "Q 41.3125 65.921875 37.59375 65.921875 \r\n",
+       "Q 27.828125 65.921875 22.671875 59.328125 \r\n",
+       "Q 17.53125 52.734375 16.796875 39.40625 \r\n",
+       "Q 19.671875 43.65625 24.015625 45.921875 \r\n",
+       "Q 28.375 48.1875 33.59375 48.1875 \r\n",
+       "Q 44.578125 48.1875 50.953125 41.515625 \r\n",
+       "Q 57.328125 34.859375 57.328125 23.390625 \r\n",
+       "Q 57.328125 12.15625 50.6875 5.359375 \r\n",
+       "Q 44.046875 -1.421875 33.015625 -1.421875 \r\n",
+       "Q 20.359375 -1.421875 13.671875 8.265625 \r\n",
+       "Q 6.984375 17.96875 6.984375 36.375 \r\n",
+       "Q 6.984375 53.65625 15.1875 63.9375 \r\n",
+       "Q 23.390625 74.21875 37.203125 74.21875 \r\n",
+       "Q 40.921875 74.21875 44.703125 73.484375 \r\n",
+       "Q 48.484375 72.75 52.59375 71.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-54\"/>\r\n",
+       "    <path d=\"M 45.40625 46.390625 \r\n",
+       "L 45.40625 75.984375 \r\n",
+       "L 54.390625 75.984375 \r\n",
+       "L 54.390625 0 \r\n",
+       "L 45.40625 0 \r\n",
+       "L 45.40625 8.203125 \r\n",
+       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
+       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
+       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
+       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
+       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
+       "Q 17.96875 56 27.875 56 \r\n",
+       "Q 33.9375 56 38.25 53.625 \r\n",
+       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
+       "z\r\n",
+       "M 14.796875 27.296875 \r\n",
+       "Q 14.796875 17.390625 18.875 11.75 \r\n",
+       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
+       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
+       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
+       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
+       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
+       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
+       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
+       "z\r\n",
+       "\" id=\"DejaVuSans-100\"/>\r\n",
+       "   </defs>\r\n",
+       "   <g transform=\"translate(204.956563 16.318125)scale(0.12 -0.12)\">\r\n",
+       "    <use xlink:href=\"#DejaVuSans-67\"/>\r\n",
+       "    <use x=\"69.824219\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"131.103516\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "    <use x=\"158.886719\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "    <use x=\"186.669922\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
+       "    <use x=\"250.146484\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "    <use x=\"291.259766\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"352.539062\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"391.748047\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
+       "    <use x=\"419.53125\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"480.712891\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
+       "    <use x=\"544.091797\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"575.878906\" xlink:href=\"#DejaVuSans-112\"/>\r\n",
+       "    <use x=\"639.355469\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
+       "    <use x=\"667.138672\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"728.320312\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"767.529297\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"799.316406\" xlink:href=\"#DejaVuSans-102\"/>\r\n",
+       "    <use x=\"834.521484\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
+       "    <use x=\"895.703125\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
+       "    <use x=\"936.816406\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"968.603516\" xlink:href=\"#DejaVuSans-77\"/>\r\n",
+       "    <use x=\"1054.882812\" xlink:href=\"#DejaVuSans-81\"/>\r\n",
+       "    <use x=\"1133.625\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
+       "    <use x=\"1169.708984\" xlink:href=\"#DejaVuSans-54\"/>\r\n",
+       "    <use x=\"1233.332031\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
+       "    <use x=\"1265.119141\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
+       "    <use x=\"1328.595703\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "    <use x=\"1389.875\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
+       "    <use x=\"1429.083984\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
+       "   </g>\r\n",
+       "  </g>\r\n",
+       " </g>\r\n",
+       " <defs>\r\n",
+       "  <clipPath id=\"p512bd0efff\">\r\n",
+       "   <rect height=\"298.98\" width=\"502.2\" x=\"51.378125\" y=\"46.8\"/>\r\n",
+       "  </clipPath>\r\n",
+       " </defs>\r\n",
+       "</svg>\r\n"
+      ],
+      "text/plain": [
+       "<Figure size 1800x1100 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%config InlineBackend.figure_formats = ['svg']\n",
+    "%matplotlib inline\n",
+    "import matplotlib.pyplot as plt\n",
+    "import matplotlib.lines as mlines\n",
+    "import matplotlib.transforms as mtransforms\n",
+    "\n",
+    "fig, ax = plt.subplots()\n",
+    "\n",
+    "fig.set_size_inches(9, 5.5, forward=True)\n",
+    "fig.set_dpi(200)\n",
+    "\n",
+    "# only these two lines are calibration curves\n",
+    "plt.plot(MQ7_H2, x_MQ7, marker='o', linewidth=1, label='H2')\n",
+    "plt.plot(MQ7_LPG, x_MQ7, marker='o', linewidth=1, label='LPG')\n",
+    "plt.plot(MQ7_CH4, x_MQ7, marker='o', linewidth=1, label='CH4')\n",
+    "plt.plot(MQ7_CO, x_MQ7, marker='o', linewidth=1, label='CO')\n",
+    "plt.plot(MQ7_Alcohol, x_MQ7, marker='o', linewidth=1, label='Alcohol')\n",
+    "\n",
+    "\n",
+    "# reference line, legends, and axis labels\n",
+    "#line = mlines.Line2D([0, 1], [0, 1], color='black')\n",
+    "#transform = ax.transAxes\n",
+    "#line.set_transform(transform)\n",
+    "#ax.add_line(line)\n",
+    "plt.yscale('log')\n",
+    "plt.xscale('log')\n",
+    "plt.legend()\n",
+    "\n",
+    "plt.grid(b=True, which='minor', color='lightgrey', linestyle='--')\n",
+    "\n",
+    "fig.suptitle('Calibration plot for MQ-6 data')\n",
+    "ax.set_xlabel('PPM Concentration')\n",
+    "ax.set_ylabel('Rs/Ro')\n",
+    "\n",
+    "\n",
+    "#Save image\n",
+    "plt.savefig('MQ7.svg', format = 'svg', dpi = 1200)\n",
+    "plt.savefig('MQ7.png')\n",
+    "plt.savefig('MQ7.eps', format = 'eps', dpi = 1200)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}