LOB to training data_2.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "DXaQB9euWZS5"
   },
   "source": [
    "Using the csv files created in \"LOB training data_V1\" notebook (order book data + trades mid price), here trying to make the training data for Deep Learning, so that for each timestamp the feature columns are the closest n number of buy and sell orders either side of the Mid Traded Price  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "rrx6UkKHziT2"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "#import scipy as sc \n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "S_cQy5Z2SsWY"
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 2809,
     "status": "ok",
     "timestamp": 1543324620731,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "RW50SvoMBO41",
    "outputId": "e8992153-25c2-4a1a-d3c8-a8ac3475f910"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'/device:GPU:0'"
      ]
     },
     "execution_count": 2,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "tf.test.gpu_device_name() #check if gpu is on"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "fPUjIK0ttmBZ"
   },
   "outputs": [],
   "source": [
    "from google.colab import drive\n",
    "\n",
    "#This will prompt for authorization\n",
    "drive.mount('/content/drive')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 221
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 18263,
     "status": "ok",
     "timestamp": 1543330693285,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "WS1O0I4kWmk_",
    "outputId": "a0a69fb5-f2e2-4e37-a288-aa25bfe895da"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(19010150, 5)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>TimeStamp</th>\n",
       "      <th>Buy/Sell</th>\n",
       "      <th>Price</th>\n",
       "      <th>Volume</th>\n",
       "      <th>MidTraded</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.521332e+09</td>\n",
       "      <td>B</td>\n",
       "      <td>0.069430</td>\n",
       "      <td>0.864</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.521332e+09</td>\n",
       "      <td>B</td>\n",
       "      <td>0.069429</td>\n",
       "      <td>0.327</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.521332e+09</td>\n",
       "      <td>B</td>\n",
       "      <td>0.069416</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.521332e+09</td>\n",
       "      <td>B</td>\n",
       "      <td>0.069406</td>\n",
       "      <td>0.084</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.521332e+09</td>\n",
       "      <td>B</td>\n",
       "      <td>0.069404</td>\n",
       "      <td>0.269</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      TimeStamp Buy/Sell     Price  Volume  MidTraded\n",
       "0  1.521332e+09        B  0.069430   0.864   0.069578\n",
       "1  1.521332e+09        B  0.069429   0.327   0.069578\n",
       "2  1.521332e+09        B  0.069416   0.090   0.069578\n",
       "3  1.521332e+09        B  0.069406   0.084   0.069578\n",
       "4  1.521332e+09        B  0.069404   0.269   0.069578"
      ]
     },
     "execution_count": 30,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv('/content/drive/My Drive/Vega/MachineLearning/data/binance/train_df.csv') #path on Vega drive\n",
    "#data = pd.read_csv('/content/drive/My Drive/Colab/train_df.csv') #path in my personal drive\n",
    "print(data.shape)\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 204
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 350,
     "status": "ok",
     "timestamp": 1540289272861,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "qNkRJ84cdYlR",
    "outputId": "8c8d6a88-7050-4516-ff8c-f0c813d06197"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>TimeStamp</th>\n",
       "      <th>Buy/Sell</th>\n",
       "      <th>Price</th>\n",
       "      <th>Volume</th>\n",
       "      <th>MidTraded</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19010145</th>\n",
       "      <td>1.524764e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.075861</td>\n",
       "      <td>0.323</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19010146</th>\n",
       "      <td>1.524764e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.075865</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19010147</th>\n",
       "      <td>1.524764e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.075868</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19010148</th>\n",
       "      <td>1.524764e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.075869</td>\n",
       "      <td>2.388</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19010149</th>\n",
       "      <td>1.524765e+09</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.071526</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             TimeStamp Buy/Sell     Price  Volume  MidTraded\n",
       "19010145  1.524764e+09        S  0.075861   0.323   0.071462\n",
       "19010146  1.524764e+09        S  0.075865   0.020   0.071462\n",
       "19010147  1.524764e+09        S  0.075868   0.100   0.071462\n",
       "19010148  1.524764e+09        S  0.075869   2.388   0.071462\n",
       "19010149  1.524765e+09      NaN       NaN     NaN   0.071526"
      ]
     },
     "execution_count": 31,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.tail() #note the NaNs in the last row, this is because trades file (therefore MidTraded col) had one more timestamp "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "sh0iWeJxWrC8"
   },
   "source": [
    "Lets check the quantities before making any changes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 51
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 4213,
     "status": "ok",
     "timestamp": 1540289284290,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "kDNIn4ioFpOP",
    "outputId": "f412a529-6173-46b8-8249-113c0ffcf7ea"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total bid orders:  9497147\n",
      "total ask orders:  9513002\n"
     ]
    }
   ],
   "source": [
    "print(\"total bid orders: \", data[data['Buy/Sell'] == 'B']['Buy/Sell'].count())\n",
    "print(\"total ask orders: \", data[data['Buy/Sell'] == 'S']['Buy/Sell'].count())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "zlErfEILPEFY"
   },
   "outputs": [],
   "source": [
    "def orders_by_type(data, order_type):\n",
    "  \n",
    "  return data[data['Buy/Sell'] == order_type].set_index('TimeStamp')[['Price', 'Volume']]\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "cBA-r-bbPdj6"
   },
   "outputs": [],
   "source": [
    "buys = orders_by_type(data, 'B')\n",
    "\n",
    "sells = orders_by_type(data, 'S')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "XwX_dpEQ9UXj"
   },
   "source": [
    "Creating a dictionary of dictionaries in this format: {timestamp: {price: vol, price: vol, ...}, timestamp: {price: vol, price:vol, ..}, ...}  \n",
    "to_dict() and tolist() by default sorts the values, here by Price per timestamp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "BDt1L7EsUrxy"
   },
   "outputs": [],
   "source": [
    "buys_dict = buys.groupby(level=0).apply(lambda x: x.set_index('Price').squeeze().to_dict()).to_dict() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "GamaRmcBvI4p"
   },
   "outputs": [],
   "source": [
    "sells_dict = sells.groupby(level='TimeStamp').apply(lambda x: x.set_index('Price').squeeze().to_dict()).to_dict()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 22891,
     "status": "ok",
     "timestamp": 1543325151524,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "eJKwbJ2EzR7B",
    "outputId": "9a6bf791-3013-4d43-a5f3-84f57b30f759"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lenght of buy lists: 9513, sell lists: 9514\n"
     ]
    }
   ],
   "source": [
    "#changing each of the above dicts to a list of lists, where data for each time step is stored as a list of (price, vol) pairs \n",
    "def price_vol(orders_dict):\n",
    "  \n",
    "  pri_vol = []\n",
    "  for k, v in orders_dict.items():\n",
    "    pri_vol.append(list(v.items()))\n",
    "   \n",
    "  return pri_vol\n",
    "\n",
    "print(\"Lenght of buy lists: {}, sell lists: {}\".format(len(price_vol(buys_dict)), len(price_vol(sells_dict))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 128
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 753,
     "status": "ok",
     "timestamp": 1543325157955,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "qa43pl41XZVN",
    "outputId": "7b2a9b0b-985c-4bf1-cb83-7f3a1b6fe450"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1522124457.0]\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>TimeStamp</th>\n",
       "      <th>Buy/Sell</th>\n",
       "      <th>Price</th>\n",
       "      <th>Volume</th>\n",
       "      <th>MidTraded</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4372316</th>\n",
       "      <td>1.522124e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.065074</td>\n",
       "      <td>0.033</td>\n",
       "      <td>0.058777</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4372317</th>\n",
       "      <td>1.522124e+09</td>\n",
       "      <td>S</td>\n",
       "      <td>0.065074</td>\n",
       "      <td>0.033</td>\n",
       "      <td>0.058777</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            TimeStamp Buy/Sell     Price  Volume  MidTraded\n",
       "4372316  1.522124e+09        S  0.065074   0.033   0.058777\n",
       "4372317  1.522124e+09        S  0.065074   0.033   0.058777"
      ]
     },
     "execution_count": 10,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#So Sells seems to have one extra timestamp (one timestmap with only sells and no buys), lets check if that's true \n",
    "b_times = buys.index.unique()\n",
    "s_times = sells.index.unique()\n",
    "extra = [t for t in s_times if t not in b_times]\n",
    "print(extra)\n",
    "data[data['TimeStamp'] == extra]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 723,
     "status": "ok",
     "timestamp": 1543325162626,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "KN0NlZL2MYHL",
    "outputId": "c3b6f726-a1ee-494d-dbe7-ffb588c7d537"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "index of the timestamp with only sell orders: 2193\n"
     ]
    }
   ],
   "source": [
    "#getting the index of the timestamp with only sell orders to remove it from mid_traded price list for buy orders\n",
    "ts = data.TimeStamp.unique().tolist()\n",
    "extra_ts_idx = ts.index(1522124457.0)\n",
    "print(\"index of the timestamp with only sell orders:\", extra_ts_idx)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 1434,
     "status": "ok",
     "timestamp": 1543325169283,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "iXzvTAkoKi6n",
    "outputId": "601e1442-e40c-4109-aff1-ad0b97949e0c"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9514"
      ]
     },
     "execution_count": 12,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#mid traded price values for each timestamp. \n",
    "mid_traded = data.drop_duplicates('TimeStamp', keep='first').MidTraded.get_values().tolist()[:-1] #:-1 to exclude the last row with nans\n",
    "len(mid_traded) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 658,
     "status": "ok",
     "timestamp": 1543325169869,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "b7KpODj-2CR_",
    "outputId": "c36de206-ba41-4bb8-e14e-e305c6ec581b"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(9514, 9513)"
      ]
     },
     "execution_count": 13,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#will use mid_traded for sells, but deleting the extra ts for buys\n",
    "buys_mid_traded = mid_traded.copy()\n",
    "buys_mid_traded.pop(2193) #delete extra timestamp, ts[2193] = (0.058777) \n",
    "\n",
    "len(mid_traded), len(buys_mid_traded)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "PFgPRaFc-TK4"
   },
   "source": [
    "-------------------------------------------------------------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "l_DBuNBUsuro"
   },
   "source": [
    "Checking the shape of the buys and sells within some of the timestamps"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "3SRq1yxEhe-Z"
   },
   "outputs": [],
   "source": [
    "buys_list = [] #a list of arrays where each array is the sorted buy prices per timestamp \n",
    "sells_list = [] #a list of arrays where each array is the sorted sell prices per timestamp \n",
    "b_ts = list(b_times)\n",
    "s_ts = list(s_times)\n",
    "\n",
    "for ind in b_ts:\n",
    "  buys_list.append(buys.loc[ind, 'Price'].values) \n",
    "\n",
    "for ind in s_ts:\n",
    "  sells_list.append(sells.loc[ind, 'Price'].values)\n",
    "  \n",
    "buys_list.insert(2193, []) #adding an empty list at index 2193 to buys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 592
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 4934,
     "status": "ok",
     "timestamp": 1543325526019,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "F1zXgwgR8He8",
    "outputId": "91994258-0ead-47cd-972c-bb6c06fd8a32"
   },
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABJcAAAI/CAYAAADKljhRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMS4yLCBo\ndHRwOi8vbWF0cGxvdGxpYi5vcmcvNQv5yAAAIABJREFUeJzs3Xd4VGXawOHf1CQzk2TSE0ghnTSS\n0AQRKfbuoiI2VteG3bWLCq64up9lbajo6qq7rquuupa1N1SkI0J67yF1WjKTSaZ9f0wIxKCQQHIy\n8N7XlQuSOZl5Zp68pzxvOTKPx+NBEARBEARBEARBEARBEEZALnUAgiAIgiAIgiAIgiAIgu8SxSVB\nEARBEARBEARBEARhxERxSRAEQRAEQRAEQRAEQRgxUVwSBEEQBEEQBEEQBEEQRkwUlwRBEARBEARB\nEARBEIQRE8UlQRAEQRAEQRAEQRAEYcSUUgdwsNrbuwZ9HxKiwWi0SRTN8PhyrBERgYfsuX+Zw329\n3njmy7GOZh59+XMZz0Rb/HW+HKtoi16+HKtoi3v4cqyiLXr5cqyiLe7hy7GKtujly7GKtriHL8c6\nnDwediOXlEqF1CEcMBHr+Hm9gyFilf61DpaIdfy83sEQsUr/WgdLxDp+Xu9giFilf62DJWIdP693\nMESs0r/WwRKxjp/XOxhHSqyHXXFJEARBEARBEARBEARBGDuiuCQIgiAIgiAIgiAIgiCMmCguCYIg\nCIIgCIIgCIIgCCPm8wt6C4IgHE6efvpxiooKkclk3HTTrWRkZA08tmXLJv7+9zW43TB79hwuvfQK\nAD788ENeeukllEolN954I/Pnz+euu+6iqKgIvV4PwOWXX878+fOleEuCIAiCIAiCIBzmRHFJ+FU9\nzh5qzNVUmSrI6k0jyS9T6pCEYbI77TR01dPQVYfBbuCS4CVShyT8hu3bt9HY2MALL7xCbW0NDz/8\nAGvW/J1OeyeVpgoeevR+Vv51BfkTZnP99Vcxb95ClMp4nn32Wd59911sNhvPPPPMQBHplltuYcGC\nBSOO5/719/JxzQe43Z5D9A5Hl1wu85lYz89ezB35K6QOQxgmg72TeksdDV0N5DoyiFelSR2SMEy9\nrl5qzNU0dzdh6jVyiV4cF31Ru62danMVteZqZjumi7bog3a3xQZLHV2OLpbqL5A6JGEEHC4HpcYS\nas3VTHXlMFGRLHVIwgi0WHdR3FmEudfE0pCRt0VRXBIAMNmN7Gj/me1t21jb8A0VxnLae9oGHo8L\nimPbxUUSRijsj9PtpMxQSqWpnM27NrKu6XvKjWW4PK6BbTRaFadOXCRhlMJv2bZtC7PnHENBx06K\n7YVUtlaQ9WIKHa52VN0qoh3RXPv9tWy6cAezZ89h27bNdHQ0MXv2bHQ6HTqdjlWrVkn9NgThsGB3\n2ikzlLC97Se+rPuMzS2bMPeaBh5PC0tj3flbJYxQ2B+Px0NTdyNFnYWsb1rHV3WfU2EqH7SNPkjL\nwqhTJYpQOBAut4sqUyWFnTspaN/JN/VfUWLYc06aXZjNN+eulzBCYX+cbidVpkrKjaXsbN/B2oZv\nKOoswOl2DmwTGRLCMeHHSxilsD9uj5tKYwWFnTtp7GqguLOQr+u/Gjg25kbl8uU5P0gcpbA/RruB\n4s4iCjp2UG+pY1vrFra3/TTweHRYGLNDR9Y5LYpLRyCbw8bO9p/Z2rqFHW3b+bn9J+ostQOPy2Vy\n4gMTmBw2n0lBiaToU/ndlNOlC1gYwu1xU22qYlvrFn5s/oHtrduoNlfhcDsGttEoNUyLmkFqSBqx\ngXEkBSezJHsJFmOfhJELe7M6rBS072Bn+88Udhbw85af2BXejLnJDECsLBZFj4KT008j1BhK24QW\nnrjgrwCEhITQ1NSEQuHBbrezbNkyLBYLN9xwA7Nnzwbg9ddf55VXXiEsLIz77ruP0NDQYcV3/9EP\n8uxZT9He3nVo3/goiYgIFLEKI2KyG9nZsYPCjgIKO3ZS1FEwpDifFJzMzOijSAxOYoIulvPyzpYw\nYuGXXG4XZcZSdrb/TFFHgTeXnQWDCoIapYajJxxDUnAycYHxJAYnsShjESaDXcLIhb31unop7Sxm\ne9tPFHTspKhjJyWGYnqcPQPb+Cn8WBB3HBlhWSQFJ3Na9ongG4NWjwgOl4MaczVlxhI279rID03f\nU2EsG3SOqparyY3IY3JoJglBk0jWp3B62umiLY4jHo+HVlsLlaYKtrVsYXPLRjbu2kBXn2XQdhN1\nsZyZ/DtS9Kmcn79ItMVxxmg3UGYso6hjJzvaf2Z984/U73XdD6CUKzk2dgGzYmaTFpLOqamnYuzs\n2fcT7ocoLh3Guvu6KDeWUWWqpMpUQbmxnApjGZWmikEnzCF+IcyPW0huRD5TIvI4esIxhAWEDXou\ncSEkjW5HNyWdRdRZamnsaqDWXENRZyFlhhLsrj0HYJ0qkCkRuaSFTCY9NIPciDxmRB+FWqEe9Hx+\nSj9AFJfGmt1pp8JUTpmhhDJDKWWGEkoNJdRZavHsdRSe0DeBhOBJ5GVOIzM8i7U/fcWq3/2FhIRE\nCgp28EbBP8mOzKa9vQvPXgdvk8nE6tWraW5uZunSpXz77becddZZ6PV6MjIyePHFF1m9ejUrVvz2\nNKyQEA1KpWLIzyMiAg/ZZzHaRKzCb+lx9lBpLKd0d1s07mmLe9OqdEyLmkFWeDZZYTnMi1tAQtCk\nQduI46I03B43jV0NlBtLKe3fn5YZSig3lmFz2ga2kyEjSZ/M/NiFZIVnD5zf+Cv9Bz2fSqECxAXt\nWOtz9VFpqhjIX5mxjDJDCTXm6kHnqCq5ivTQDLLDc8gOyyEzPJv8yGloVdqBbSLCRVuUwu6CboWx\njApj+cA+tcpUOaiQ5K/wZ0pELknBKWSF55AZlsW0qOkEqoMGPZ9oi9JwuV3UWWoo6iyiqLOAalMl\nVaYqqkyV2JzWQdsm61M4JfE0poTnMik4kaTgFJL1KchkMkC0RSl19HSwpWUThR07qTFXU2OuptZc\nTae9c9B2ej89C+KOIyc8l8zwLFL0qSQFJ6NT7zknVcpHXiISxaXDgKXXTLW5qn99pEoKOnays/1n\nmrobh2yrUwUyNWo606JmMC1qOvmR04gLjB/YKQjSsDlsVBjLvBc8xj3Fh4au+iHb+in8SAuZTGpI\nGtOjZjAj+iiyw6egkA8tCghjx+Px0NbTRk3/AbnCVE61uYpyQym1lhrcHveg7cP8w5g9YQ5TIvLI\njcgjJzyX79TfEBEeydnzzwHgU/P/iIiIBCA8PAKDYc8Bor29jfDwcMLCQsjPz0epVBIfH49Wq8Vg\nMAyMXgJYuHAh999//37fg9FoG/IzX7qA9uVYRaHp0PF4PHT0dFBtrqLSWE6VuXKgoPTLgi542+Lc\n2PlMi5xOTsQUssJzmBSUiFwmbqgrJZvDRq2lhmpTFRXGMu/+1FhKmaFsyAWPWq4mJSSN3Ig8pvTv\nTzPDMgedLAtjb/dxsdpUSY25mkpTBZWmCqqMFVSbqwYVkQCC1MFMjZpORmgWU6OmMSUij7SQ9CEd\nZcLYcrgc1HfVUm+pp8ZSTbWpkkpTBVtaNg8ZxbK7szM9JIO00MlkhWUza8LR+Cn8JIpe2M3tcdPU\n3UhpZzGlxlLvv4YSKoxlgzqsAQKUASQGJ5OsTyE5OIXs8BzyIqcSH5QgUfQCeI+LDV311JirqTZX\nUW2qotpcSYWxnFZby6BtlXIlCUGTyI+cRmpIOlnh2WSHTyEtJP2gikf7I4pLPsJkN1LUWUirrYVa\nc83AH1StpZqOno4h20dqopgXu4D00Mkk6VNI0aeSFpJOlCZaFJIkYnPYKDeWUtJZTJutlYauBlqs\nzZQby/Z5wRMREMncifPICMskRZ9GbGAscYEJJAUn9/fuCFKwOWz9PQMFNHTV0djVQENXPfVd9Vgd\n3UO2D/ELYWb0LNJDM5gc6h1Zlh6SQYQmYsi2vUfZefnlFzj77HMoKyslPDwcjcbbOxsTMwGr1Upj\nYyMKhZb169exYsUqYmMjuOuuu7jyyisxm83YbDZCQkK44YYbuOOOO4iLi2PTpk2kpqaO+mcjCGOp\n3dbO9rat1JprBtpgQ1c99ZY6LH3mIdvvLuimhaT3t8cM0kMzCA8IlyB6AbyjV4o6CijqLKShq456\nS33/TSjq2WVtHrK9Sq4iRZ9K+l770smhGUwKThzVk2Xht9mddgo6dvBT61YqTZU0dNXR0J/LX160\ngreIlB85rb8NTh5oj+IcVVrmXhObd22k1FhKY1c9TV2NNHY3UmuuGVLQBUgImsTpSWeSHZ5Dsj6F\n9JAMJugmihxKrNfVS7mhlM39o1gauxpose6i1lJDr6t30Lb+Cn9SQ9IHjodTInJJ1acRo5sgOlgk\nZLIbqTCVs3HXBgrbd1DfVUedpY6OnvZ9bh8XGM/C+OOZHjWTqVHTSQpOJjYwTpLjojgSjyMmu9E7\nhM1SM/hfc82QaiSAQqYgPiiBKRF5JAUnkxicRFJwMplh2cToJkjwDgRzr2kgZ7/MZYt11z5/R++n\nZ/aEOaSHTmZyaObAyVaof9g+txdGl8vtoqOnnRbrLlpsLTR3N3l7XI3llJvKaeyqHzIKKVAdxKSg\nRBKCJpGkTyYpOJnUkHSSgpMJDwg/4BOtnJxc0tMzWLbsD8hkMm655U4++eQjtFod8+Yt4Lbb7uLW\nW2/F4XCxcOEJxMcnEBERyEknncTixYsBuPfee5HL5Vx00UXcfPPNBAQEoNFoePjhhw/5ZyUIo8nj\n8WDuNdFia6HFuot6Sx2VpgrKjaX9nSs1Q35Ho9QQFxjP0RO96+qk6FNJCUkjOThlnwVdYfS5PW7a\nbK00dTfS2NVAfVc9deZaCjt2UNRZOORiRy6TM1EXyzETjyUpOIUkfTKp+lSS9MkkBIkiklQsvWaa\nupto7m6kqbuJOkst9ZY6KkzllBtLBy3MDN6OlbTQycQFxpMU7D0uJutTSAlJI8w/TBQgJOD2uDHY\nDbRYd9Fq3UWztZkaczUVxjJ2tP+8z/NUrUpHQv+1RkLQJBKCJpGiTyVZn0KQX7AE70LYfaOChq56\nmrubaO9po8XaQrWpknJj2T5Hyweqg8gIzSQxOMlbmA/NICM0g4SgRDHzQQI9zh6aurw5rLPU0t7T\nRmNXw8BSNr+cyqaSq4gNjCMzLJuEoATv9UZwConBSSQGJ6FRaSR6J0OJI/QY8ng8tFh3UW4so6m7\nkY6CXRTtKhkoQJj2WnRyN7lMTqwujmNjF5AfOZUY3QQSAhNIDE4iLjBBjGAZYx6Ph05758D88qbu\nBlp6myhrK6fGXI2x1zjkd3afKM+NnU9ScDJ5EflEaaOYqItjgm4CQepgcZI1xnYP8a7sPxAbnK2U\ntJbRYKnf51D93SICIpkZPYtpUTOYGjWdScGJxAfGE+ynP2SxXXPNDYO+T03dc3vlvLypvPXWW0Om\nfi1ZsoQlSwbfTnvWrFm8++67hywuQRgNDpeDZmsTRR2FNHbV0+7cRWlrOZWmCpq6Gvc56gEgPCBi\n0OKTcYHxxAUliItWiXT2dFJhKqfSWE6tuYZOZytVHTU0dzexy9o8aP2V3VRyFZNDM5kaNZ28iHwm\nBScSFxhPjHaCOLeRSKutldLOYiqMZTTYayhrq6C5u4mm7qYh059281f4kxuRT37kVKZGTSczLJv4\nwHgxJVEiu681Sg0llBtL6XC2UNpaTr2lnipTBX3ufa+7Ga2NYW7sfGZEzyQ3It+7Tw2ME+eoEup2\ndFPUUciu+lo21G6mwVJPfVcdDV31gxa439vu0fKpIelMj5pBbmQ+icFJBCgDxjh6we1xU2eppbCj\ngEpjOQ32Ggp3FdHY3bDPWUewZ+BIfuQ0kvUp5EdNY3rUTCbqYn2mCCiKS6PA4XLQ0FVHUWfRwALa\n3nUfqvZ5cFbL1SQETWJG/11oJgUlev8NTiQuMEHMNZeA3Wmn2dpErbmaos4iKo3lVBjLqTJV7LOA\npJariQ9KYHr0zEH5mxSURFxQvJhrLgGX20VTdyO7rLuoNlVSbCjqX6SwkjpL7T4LSMF+evIipxKr\niyNaG02UNoZobTSTghJJ1qcQ4j+8u60JguC92DHYDTR3N1LcWUSZsdS7TzV5CxH7aotB6mDSQzO8\n7VATQ5Q2ivjABBKDk0kLSUPvHyLBOzmymXtNNPb3tO5eeLna7F0P6Ze9rOBdUDtaG8OUiDwm6mKZ\noJtIrC6WuKAE4gMTSNanDFlcWxhdHo8HU6+ReksdZcZS6iy1VJuqqDJVUGup2WcnZ5A6mNj+/E3U\nxTFRN5EJuonEByUwKSiRKG20mD4jgR5nD83djdRb6ino2En5wMLaFXQ7hq49qFXpSA/NID4ogWht\nNNGaGKK00UwKThIjOyW0uxhYZa6k2lRFYcdOyoyl1Jir9zmSLNhPT2pI+sA+NEY3gShNNBEBkSTp\nk8U07zHm9rjZ1d08sPZxtbnK+//+0dW/HJnrp/Bjoi6WjLBs4nRxxAbGkRA0iUhNFDHaCUwKTvT5\n6/5RLS499NBD7NixA5lMxvLly5kyZcrAY+vXr+evf/0rCoWCY489luuuuw6ADz/8kJdeegmlUsmN\nN97I/PnzRzPEEbM6rNRb6qgyVVJiKPKuEdA/6qHFumvI+jlquZokfTLJ+vlMDs0gLjCenLjJhHii\nidFOGLfVyKeffpyiokLUaiXXXnszGRlZA4/5eg57Xb00dtVTa66h2FA8sMBknaV2n2s9KGQKJgUn\nMjNmFin6NNL7h3vnT8rCrzd43OYQDt88uj1u2m1tNHY3UG2qosxQSpW5sv8uCVX77NkJ8w8b6BFI\nCk5mclgmOXHpBLkixBBvYdQdrm1xdwGp1uKdFry7cFRrrqbUULrP9TpC/EKYGjWduMB4MsOySAxO\nIiduMkHuCEL8Qsdtb/nhmkPwFuVrLd6bg5QaSr0LMVuqqTRW0N7TNmR7uUxOfGAC06JmkBqSPjBd\nZkrCZFT2wHE9AulwzePutljdf7FaY67qH6VbSmNX4z4LD34KP+IDEzgqZjZZYdmkhqRzVNJUgt2R\nQ+7oNZ4crjncze60U2+po85SQ62lhnJjef+aq5X7vGnP7muNFH0aaaHpZIRmkp+QjdYZRqi/2KdK\nZfesh92LL1ebqgaKSTXmqkF3uQRvYT4uMJ65sfPJDMtiRnw+k/zTmBSUOG7PUw/nHHo8HtpsrVSZ\nKvvXd6yjuH8ASZ2ldkgBCbxF+YzQTJL0yeSE55EaksrMpHwCnRHj+nrxUBi14tLmzZupq6vjrbfe\noqqqiuXLl/PWW28NPP7ggw/y8ssvExUVxcUXX8xJJ51EWFgYzz77LO+++y42m41nnnlG8j+0Plcf\npYZitrRsprizkJLOYmotNftcUEuGjIm6WGZPmENsYFz/+jmTSdGnERcYP+SPabzf2Wj79m00Njbw\nwguvYLG0cfvtd/LCC68MPO4rOfR4PNRZatnRvp0tLZvY2b6DanMVbbbWIdvuvdZDbGAccYHxZIRm\nkR46mYSgSfusJkfoRR7HgtFuoKizkKKOAoo7i/i5bTuVpvJ9TrfQKLUk61NJD5k80MOaGZZFqn7f\nIx7Ge1sUDg+HS1t0uV2UGIrZ2PwjJYZiSjqLKTOW7nNk7u4FmCcFJxGjjSEtdDIZoZmkhqTvs4d1\nvLfFwyWHu0+WizuL+nPo/bfcUDpkKqIMGbGBcRwffyJxQfFM1MUOFJLigxL2OTJXHBfHhtPtpNxY\nRmHHzoE7BRd3FmHexwikQHXQwFSn+KAEUkK8F6tJwcniHHUcsDlsFHTsZEPzOna0/0xJZ9E+184B\niNFOYO7EecQGxjFRF0tmWDaZ4VnEByYMWZNM5HFsdfd1UdhRMNAmywwlVJmr9tkmNUrNwB3ZkoKT\nSdInkxaSTlZ4zqD9qsjh2Nm9nlVRZyEbm9eztXUzZYaSXx3VuXsdK+9XMon9edzXFP2IsPGdx0Nl\n1IpLGzZs4PjjjwcgOTkZs9lMd3c3Op2OhoYGgoODiYmJAWDevHls2LCBsLAwZs+ejU6nQ6fTsWrV\nqtEKb5/MvSaKOgop7NhJYWcBhR0FlBlKBl28KuVK4gLjyQ7PIaF/Ad/MsEwmBSUSo5t4WM1p3bZt\nC3Pnzge8OezqsmC1dqPVjt8c9rn6Bk60du/YCzsKBl30yGVyYgPjmTNhLvFBCcQHJZAWMpnJ/cOF\nD7cpbL6Wx93FwMKOAoo6Cyjq8LbFxu6GQdsFKAPICZ/CxMA4JugmkhicRKo+jbTQyUQGRI7bHjrh\nyOVrbRG8N5r4uX07BR07qTJWUGYsobizaNCoQKVcSXJwCkkTj+1f8DWBFH0aSfpkJmgnHla9dL6Y\nw25HN2WGEko6vUUkb0GpCIPdMGg7f4U/aaHeY2GqPo1kfap3pPVhOLXbF/NodVgp7iykoGMnRR0F\nFLTvoMRQPKjXXIaMFH0qs2Jmey9y+i90koKTmaCbeFhNX/PFHIJ3xHWpoYRSQzHVpipKDSVUmioo\nM5QMmiKs99MzM3oWKfrUgYW0k0NSSQpORqvSjnnco8VX8wjQZmujsGMHBe3e642Cjh3UmKsHbaOS\nq5gUlMjsmKP3FJL0ySQHpxCtjTkszlV9NYe9rl5KOovY1rqVn9t+otRQQoWxfNBIa7lMTmJwEnMm\nHkuKPpW4wHhiA+PICM08bPJ3qI1acamjo4OsrD1D4kJDQ2lvb0en09He3k5oaOigxxoaGujp6cFu\nt7Ns2TIsFgs33HADs2fPPuSxuT1uyo1l/Tv1Yna0/0xRRwH1XXWDtgtQBjAlIpessClMi5pOTkQu\naSHpPj8X8kB1dnaSnj554Hu9PoTOzk60WulzCNDR00FxZyHFnYXsbN9Bcf/aSHsvVrj7ROv4+BPI\nCp/CzJhZ5IRPOawOzPsznvNod9opM5R4e3k6d1LUUUhRZ+GQERCRmigWxh9PdtgUssKzyQzLJlmf\nIu4aJPiU8dwW3R43VaZKijoKKDEUUWIoobR/pO7eVHIVaSGTyQ7PYfaEOeRFTiVFnyqOi+Mgh063\nk2pTlTd/nUUU949IqrPUDtpOhoyEoEkcFXM0mWFZZIZlkRHqnZZ4OBUCf8t4zqPb46bMUMrO9p8p\nMRRTbaqksKOApu7GQUsuqOVq77Tu8Clk939lhWUdMQtpj+cc7rZ7ZNnO9p8paN/Bzo4dFHYUYHV0\nD9pOo9SSFzmV6f03C5k9YQ5Rmugj4sLVF/K4u9PT22G9p5j0yzt56/30zJ04j+zwKeREeNtkij71\nsD9X9YUctlh3Udixk+1tP1FhLOtf8L5s0MhAtVxNsj6VtJB00kMnkx85laMmHI1OpRu1uA5HY/bX\n7vF49r8RYDKZWL16Nc3NzSxdupRvv/32N3euISEalMqhQ3l3szvtVHRWsKV5Cz/t+onCtkJ+2vUT\nXX2Dh6VFaiM5Kfkk8qLzBr5SQ1NH/URr71jHm4AAFUFBAQMxKpVyQkO1REQE0tDw6793KHIIez4b\nl9tFvbme0o5Sfqj/ga3NW9nZupNW6+BpbVqVlryYPPKi8siPyScvOo+cyBy06tEvJIk87r8ttlvb\n2dG6g59bfubnlp/Z0bqDkvbBPXVymZz0sHTyok8jLzqP3KhccqNzidZFj/DdH7jxnMNf8qVYhV8n\nxXHR4/HQ0t1CaUcppR2lbG/ZTnF7MYVthZh7zYN+J1wTzvFJx3PUxKOYGjOVjPAMkkOTR72QNJ7/\nvsfDcdHj8bCrexcl7SXec5qWnyhoLaC4vXjI2g/hmnAWJi4kJzLH+xWVQ1ZEljgujpPjInjPcQra\nCljfsJ4vq7/ku9rvMNoH3zgkWhfNvEnzyI3KJT86n/yYfDLCM0Z9TSuRw/2fo+7N4/Gwo3UH75e+\nzycVn1DQVoDduWeaqVwmJyM8g2kTpjFjwgySQ5LJiswiLihuVAtJIo8H1hb3Zum18GXVl/yv4n98\nUvEJbdbBa87FBsVyRtoZA+0xPzqf+OD4UcujyOGBt0WPx0N5Zzlf13zNuvp1rKtfR4NlcCBalZbZ\nsbOZEjWFmRNnMnPiTNLD0o/o6/5fGmmso1ZcioyMpKNjz2322traiIiI2Odjra2tREZGEhAQQH5+\nPkqlkvj4eLRaLQaDgbCwsF99HaNxzyJor36yjZ/K2nF43Dhw43D30efq26ufJxcFuRwt/z1qhR8q\nuQqlXIla4YfCqoAqaKmCz4DPqAPqhr7gIaRQyHC5DuziQgoNxRa21nzP6z+6OHZqLLt2tSKXB9De\n3jVqOXS6HKx+8u9UOKPpk3noxYUD514XYYlAIrnyJajkalRyFSqFCrVcjdKhgibobYKNwEbMwLpR\n+Wz2JvLotXcen3nlPcqawSHz4JC5ccjcOGW7+1yDgXlEyeYTJ1ehUqhRydWoFSpUchWyDjl0QHEh\nFAP/ZgewY5Q+Ha/xnsO9HTs1ljNmxQ9870sHqiNdeHg4nZ177qrV0dFBeLh33aHRaovPvvEpJfW9\n3mOizEMvTlwDR0UlMAM/ZnCUXIlaoUbd3x5VchUKmwKqobEaGoEPqQfqD+EnMtR4b4tS7E97nXae\nfPY1au1R9Hlc9OHEIdv9GWmAYwiVzWWB3LsPVQ3sV/tzWAOmGvgB+AEj4rgoTR7Bu7+ubGzov4tw\nBTvat/N22ZtY+vYUdhOCJnFiwinkRU4lKzznV+/kZTLYAfuQnx8q432dF602mJqaRtrbu4iICByz\nHMLgz6a7r4sNzT+ytuEbPqn538BC2yq5ismhmUyJyCUnIpcp4blkhmWjUWkGP1kfdHR0//IlDhmR\nR699tcVffi415mq+rP2ML+o+Z0PzuoFlUSICIjk7ZRE5EXnkhE8hJzyXsIBfvJZj9PIocuj1yxx6\nPB7UQW6K6ipptjZR3FnET61b2bRrw6BRZWH+YZyceBqZYVlMj5pBRmgWE3QThxSyDJ1D2/qhNN7z\nuLdfxjqca41RKy7NmTOHZ555hiVLllBUVERkZCQ6nXdYWWxsLN3d3TQ2NhIdHc23337LY489hkaj\n4a677uLKK6/EbDZjs9kICTnw2w3bPn8PjSYHALcMnHLwyGWgUIBSiUypRqH2A5UajpCh3wdDHzOZ\nhoJPiUqdQ0tjFeHh4Wg03t5EGGDyAAAgAElEQVTO0cph60/fkLyhkJbUPXdDcMvArZDh6c+jXKlG\nJlOBUoVHqYIjYNjwwZAij+qftqHT5Qz5uVsuw6NUgEqNTKUGmRIUKjxKJSDyKBzeZs6cxcsvv8DZ\nZ59DUVHRmLRF1brv0AXnDfqZWw5uhQKPQoFMqUKuVnv3pyqVODbuhxT705b1H5P5QyHGvY6LHtnu\n/akSmVKJzM/fuy8VOTwgUuTxkSfXUGcOwSHz4JKDSybHoZjGUfIZ+CsD8FP44af0Q2lRgQVKy6AU\nD1DR/zW2xnuBsKtdS8On7/Fjcwxpkb1jksOePitPPvca9b0T6MONQ+aib2D09VQyZNPIVwYQoNTg\nr/RH3t9ZVlICJTiBnw/9B7EfIo9DOVwOtjZtYWvtThq7GqgyV7K9dRtlxtKBbaZE5HFCwkmcmHAy\nuZH5h9V6ZYeaFOc2DaXr+d9jb1MyYRYuOThl4JRH4FCcQp7iNFRKv4H9qtKughrorIHPgc/HoKNs\nX8Z7W9zbLzuyh2PUiktTp04lKyuLJUuWIJPJWLlyJe+99x6BgYGccMIJ3H///dx6660AnHrqqSQm\nJgJw0kknsXjxYgDuvfde5PIDb8yLzzkK2Vt/R9tqIbSxnYBOE3KzeZ/buiMicWZm4czMxpk/lb65\n8/H8RrV0NIz/CubRPP+8kR07XqJAreSWW+7kk08+QqvVce65Z45KDifOOAnX0gZOKt+Of6MBXasB\nRVMj8sZG5N1DPyuPQoErOQVnVjbO7Fwc8xfgzMgC5djNbxZ5HOqqB29DufFzZFW78GvrRN6yC3lr\nC4rGBuQN9cjcg+9+4tFoceTl48zOwTltBn3Hn4gncOxufzz+c7iHL8UqDJaTk0t6egbLlv0B9Ri1\nxaV3/AHFdx+ibjShbTWgaGpA0VCPvLkJWV/fkO1d0TE4p+TizM7BlZFF37wFePQHfsJ3sMb/3/fY\n708T5pyNrraB33WWoG7pQtnR4d2n1tWiaBs8Pdwjk+GalIgrIwvn5Az6TjoFZ97UMe+EEXkcKqxm\nFwaNfsjPPQpA4QClG4/SCX5+eNSiE3R/AiOS0IbGUfDFX6nX+fPgyhWjnsPWHz4ge10J5tQ9a8js\nLvSiVHk7zVCCTI5H7gFRj9gvKfL4wq3306DJwSkHp2wibvlEsuXzmKJUoVD5o/LXIG9X09Eu442t\nvbzBxkP/xofBF4oSzbYgTj77XILHKIeaPg9hNtAMvWE04Aa53bs/Vdjw+PmDWo3Hzw/RkT36ZJ4D\nXfRhnPrlycuQE5q+PuRtrSjq61DU1qCoqUZRVoKyuAhF/Z5pbx6ZDGduHrY776HvuBPHJPbxf/K1\nx8EMj9uffX0G+/psZBYz8sZGFM2NyOvrUZaVoCwqRFFcNKjw5IqNw3rHcnrPv3BMTqhFHr322xZ3\n6+tDUVeLoqqy/6sC1eaNKCrKkfXvjjx+ftjPPR/r8pV4IoZOBzjURA69DrQtjle+HOuYt0W3G3lb\nq3dfWlmOorICRXkpyoKdKHY1D2zmUSjoPfscuv/0EJ7IyEMW468ROfQ64LbY24uycKc3f1WVqLZs\nQllciNy4Z80eZ3IK1vseoO/U0w9ZfPsj8ug16DNwOIhoqcW8owR5Rzvy5iaUhTtRVlYg39WMrHfw\nelnOyRn0XHUt9gsu9o7AH2Mih157P6/H4cD87+cJb29H3WTcU+htaUHRsmvI77qD9Tjz8uk99Qx6\nz16EJyR0yDajTeTRa+/nXfPYS1RaglC4PMjcv3IZLJd5Z0eo1Xj8/b2jQpWju8bZr/GF4tJuo7l0\nwz6Pi34eDDvLkDc1oKipRllRjryp0XvNX1+HrGfPnW3dukCc06bTe/pZ9J14Mu6YCYcstgNxpLTF\nw7+49BtkFjOK4mJUm9ajXvsNqo3rkblcOGbOom/uPOyLL8CdmDQKUQ8/VqmNi5PoX+PxIK+vQ7Vx\nPepvv8Lvow+QORw4MzLpPeU07L+/fFR3ICKPXgfTFgGwWlEWF6L+7lv83/wXivo6PCoVjpmz6Lns\nCvqOPwk0mv0/zwiIHHqJ4tLYGc9tUdbWhrK0GNX6dfh9+jHKkiI8Gg19x86n58prcBxz7KgV7kUO\nvQ6qLXo8yFtbUG7ZhP/776H+5CNkLhfO1DR6F51Hz+VXjfpoNJFHrwNuix4PsvZ2VNu2oCzYgWrT\nRlQbf0TmcODWBWK/6BJ6rrwGd3zCIYttf0QOvYbVAdrQgLKiDEVpMcqyMm9ndqV3SqNHrfbuQ6+5\nAcecuTCMURoHQ+TR61fbot2OvLUFeWurd2RvVSWKijJv/irLB43wdcXF0zf/OHpPPxPH/IVjNiJU\n5NBr2MdFjwd5yy5UG35EvfYblFs3D7RH8Bbw7Rf/Hvs554/J7KUjJY9HdHHplxRFhejuucNbZOqf\ntmM/83d0/+VxPP2Lrh5KR8of2f4c6gta5Y7taB+8H9WGH5H19eGRyei59kZsf7wNT1Dwfn9/uEQe\nvQ5lW6SnB83zz6D+9GNUO7YD3oN615PP4pg772BDHULk0EsUl8aOz7RFl4uAl18g4G9rUNTVAuCY\nOYuuR5/ElZF5kJEOJXLodSjboqJgJ7oHV6LatBGZzYpHo8G6fAU9l1wGAQGHItwhRB69DqYtypsa\n0fz1EdRffo6iZRcef396Lr+anqWXjWrH524ih14H2xblTY34/+dN/N5/D2VxIQCOnFx6rrqGvtPO\nwKMb3ZtyiDx6jagtOhwof9qGautmVD9tRfX9WuRmk/ehadPpuexKes84e9T2o8OKdZwYz20RQF5f\nh9+n/0P97deo1n6DzO3GHRiEfell2C9aiisl9ZDFe7CxSulg8ihmA+/FlZWN+f1P6CyrpeuJ1Tgn\nZ+D/4X8Jm56D/z9eQbaPNX+E8ceZm4/5Px/QWVJN18OP4gkORvPsU4TMmYHfu2+DY58TdIXxJCAA\n2y13YPryOwzfbcR+/oUoGurRn3MGgVdeiqJq7Bc3FYQjkkJBz1XXYtiyE9OHn+E4ajaqzRsJnTcL\n3e1/RNbWtv/nECTlypmC+a3/0rmjBOttd4HLhe7euwidexTqT/4HLtf+n0QYc+6JsXQ//jSGjdvp\nevxp3EHec5nQY2agve8uFNWVUocoHAD3xFhsN9+Gce16jB99Qe9Jp6Aq2EHQDcsInZ6D5olHkRk6\n9/9EwthTqXAeNYue627E8vI/6CytwfTfj+k7+hhU27YSdP3VhE3LQvPow8hra6SOVjgA7vgEeq6+\nDvOb72HYXoz15ttAIffuW4+eRtDFi1F/+jH8Ym1Y4cCJ4tI+eIL12C9aivHztXQ/8BAemYzA224i\nLDMZ/5dfAN8e7HXE8AQGYb/8agxbC7Deeidyk5Gga64gLDcd9Yf/FTsOH+HKyKTrmTUYP/sGx7Tp\n+H/wHqGzpxG8ZJE4mAvCGHLMOhrTB59ifvUNnCmpBLz2MmG56QRdvhRFpSj4jneeYD22O5Zj2LwD\n2xVXI29qIPjSCwnNyyDgb8/DXmtTCOOIRoP9kksxbNmJ5dkXccdMRPPCc4TOmkrwOWei+uE7sNul\njlI4AM6jZmH551sYNv6E9Y+3gduN9uFVhOWkob3vLuT1deIaYzxTKHDMmesdiLB5B7brboLePrSP\nPkzo0dPQrliOsmCHuL7wEe6YCdiWr6CzoALLmpdxTJuO3xefEfz7C9CfeTLqzz9F1j9STThworj0\nWwIC6Fl2PcZ1m7FdfzO43QTefTuhR+WheeJR+MXii8L45AkKxnbnPRjXrqfn8quQGQwEX/F7Qqfn\nELBmtTgI+Ajn1OmYPv4Ky/Mv4Zg2A/U3XxE2Mxf9yQtQrV8ndXiHzNNPP87VV1/GsmV/oKSkaNBj\nW7Zs4txzz+Xqqy/j1VdfGvj5hx9+yJlnnsmiRYtYu3btoN/54YcfSE9PH4vQhSOBXE7fqadjXLuB\nrocewZmZjd9H7xN69DRCjpmB/0trxD51nHPHTMD60KMYv15Hz+8vR2azobvnTsJTYgm68FwUBTul\nDlHYl4AAes9bguH7jViefp6+ufNQ/7AW/TlnED45Ed2dt4gRMD7ClZSC7e4VGLbspHvFKtwTvAXD\nsOk5hE7Pwf/Vl0WRaZxzT0rEunIVhs076P7z/+GOikazZjUhx80ldGoWfv99B5xOqcMUDoSfH72L\nzsP08VcYP/ycvvkLUW3eSPAl5xOWlYJ21Upkln3ffV4YShSXDoB7YizWFQ9g/Oxb7IvORd7Wivbh\nVYQeM8M7pFzwCa7kVLoffgzTR59jP/9C5AYDuhXLCZ2Vj/KnrVKHJxwIuZzecxZj+vAzup5YTd+8\nBah+2ob+7FMJuvBcsFqljvCgbN++jcbGBl544RXuuus+nnzysUGPP/XUYzzzzDM8//zLbN68kZqa\naoxGI88++yxvvPEGa9as4euvvx7Yvre3lxdffJGIMbjjnnCEUauxX7EM01ffY375n/TNX4iivo7A\n5XcQMnsqym1bpI5Q2A9XZhbdjz7hHcl0wx9xpU3G76svCDl+LoFXXSpGw4xXGg29Sy7C/O5HmD74\nlJ4/XIk7JISAV14iLCcN/1de2v9zCOOCJ1hPz/U3Yfh+E90P/oXe085E3tFO4B1/JHTGFBQlxVKH\nKOyHJyyMniuvwbBxO5annvNeX7S3EXT1Hwg5/ljkrS1ShygcKLkc56zZmN9+H+PHX2K95XbcoWFo\nnnmC0PwsVBvXSx2hTxDFpWFwZefQtebvdP5cQs9FS5E31BN0xVI0f31EjGLyIc4ZR9H1zBoMm7Zj\nP2cxitoags8729vjLnoZfINKhf2ipZj/8wGm9/6HIy8fv6++QH/GST59Ubtt2xbmzp0PwKRJiXR1\nWbBauwFoamokMDCImJgY5HI5s2fPYdu2zWzYsIHZs2ej0+mIjIxk1apVA8+3Zs0aLrzwQtRqtRRv\nRzgSyGT0nXEW5rffx7B5B/bfnYOypprg8xfh//prYhSTD/CEhWG9708Yv/0R82v/xpWWjv/776H/\n3WliFNM455g9h+6/PI5hw09037MSj05H4J23EHjVpcgb6qUOTzhQAQH0XHUtlldex7BuC/bfnYOi\nvo6QkxcQsPopcY3hC/z86L3gYu8yDl9+T+/Jp6IsLiTkmJneJVVEDn2Kc8ZR2O66D+MPm7DdeAuy\n7i70Z55M4I3XiLUm90MUl0bAow+h+4nVmN98D49ej/YvDxI6eyoBz6/2+ZETRxJ3VDRdz7+E5ann\nAAhcfgehR0/zHgREkclnOI45FtPHX9FzwcWoCneiP/V4ghefjXLrZqlDG7bOzk70ev3A93p9CJ2d\n3mkOBkMn+r1uHx4S4n2ssbERu93OsmXLuPDCC9mwYQMANTU1lJaWcsopp4ztmxCOWO7oGLpeeAXL\nmpfB5SLwlhsIWXiMKDL5kL5TTsP45ffYz16EatsWQk44lqClS8To3vHO35+em27F9L8vcUydhv/7\n7xE6K5+gixejKC+TOjphGNxx8d796FPP4fHzQ/fAfYROy0bz2F/Eumg+wpWZheXVN+hesQqZo4/A\nu28nLD/Tu6SKOBb6FE+wHuu992P5x5s4M7Lwf/NfhOVNJvCqS8U05F+hlDoAX+aYvxDDj1vRPPYX\nAl5/Dd3K5fi9/w6WV9/AHTNB6vCEA9R7wcU45i1A89dH8X/rXwTefTvq9T/S9fhTePa6mBfGMZWK\n7qeeo3fJRWgfWIF67TeofvyBrmfW0Pu7c0EmkzrCEfH8xpoLez9kMplYvXo1zc3NLF26lG+//ZaH\nH36Ye++9d1ivFxKiQalUDPn5obyV7GgTsUqvd9F5OGbPQfune/H74L8E3nIDyi2b6H74MdBopA5P\n2B9/f7pefBX7BZegXbUSv88+Qf31l3Q9/Ty9i87z2f3pkcCVmobpk6/xe+ctAl54Dr8vPkO1eSNd\nf11N3+lnSh2eMAy9F1xM38IT0Dz/DP7/fBXtIw+h/u5bLKtfwJ0wSerwhP2Ry+m5/iZ6z11MwAvP\n4f/6a2gfXoVy62a6H30S94SJUkcoDEPfSafQt+A4/P/5KgH/fBX/999DWVJM1+oXcObmSx3euCKK\nSwfJExKK9c+PYLv1TgKvv9q7XsGcGXQ/9qRPX9QeadwTJtL92JNYb78b/Xln4vfR+yi3baHrqedw\nzFsgdXjCAXLMnoPp069Rf/QBQddcTtCyy7F/8Sndf34UT1iY1OHtV3h4+MBIJYCOjg7Cw8P7H4vA\nsFcvSXt7G+Hh4YSFhZCfn49SqSQ+Ph6tVktzczPV1dXcdtttALS1tXHxxRfz+uuv/+brG422IT+L\niAikvb3rULy9UefLsR5uhSZ3zAS61vwd64pVBC86nYB/v45q62a6nn0RZ95UqcMTDoBjwXGYFhy3\nZ396zRXYP/uE7ocexSPWcRu/5HJ6F19A7+IL8H9pDbr77ib4DxdjP2sR1lUP446OkTpC4QB5oqKw\n3v8gttvuJGjpBajXfU/I/KOx3v8g9ksuBbmYgDLeuaNjsK5chW3Z9QQvPR+/Lz9HtXAO3Q88TO95\nS8R1oi9Rq7FffhX2y64g8Obr8H/zX+hPPxHrbXfRc91NoBRlFRDT4g4ZT2gYln++RdfDjyHrsRG0\n7HK0f7pP6rCEYfJERWH84just9yOorkJ/Xln4ff+u1KHJQxT3xlnYfxuA87MbPzfewf9qccha2+X\nOqz9mjlzFmvXehfkLisrJTw8HI1GC0BMzASsViuNjY04nU7Wr1/HjBmzOOaYY9i4cSNutxuj0YjN\nZiMmJoavvvqKt99+m7fffpvIyMj9FpYEYTS4J0zE9OV39Pz+cpQV5ehPOU7cCMPH9J1xFsZv1+PI\nycX/g/cIOXEe8sYGqcMSDoD9imUYv9uII3sK/h+8h/7U4723uxd8ikcXiPmdD+l6YjVyazeBt9+M\nduVyqcMShsETFYXp02/o/tNDyIxGgq6/2jvVUfA9cjldTz+P+Z9vgUKJ7s9/QnfrjeIOj/1EcelQ\nUiiwX34Vhh+34kxNQ/Pc0wQ894z4Y/M1/v7eRdw+/RqPRkvgjdeg/uJTqaMShsmVnIrxq++xXXMD\nyppq9Oeeibxll9Rh/aacnFzS0zNYtuwPPPnko9xyy5188slHfPfdtwDcdttd3HrrrVx33ZUsXHgC\n8fEJREVFcdJJJ7F48WKuvPJK7r33XuSiN1MYRzyBQXQ/+gSmt98HP3+Crr4M1fdrpQ5LGAZXahqm\nz7/FeuudKJoaCT7vrHG/PxW8XGnpmL78Duud96BobEC/6Azk1VVShyUMl1yO/aKlGL7biCsqmoAX\nn0fz5GNiDR9fIpfTc831GDdswxU/Ce2jD6NdsVys8+qj+k46hc5thTjy8gn49+sEXneVWBcNMS1u\nVLiTkrG88i/0Z52M7v57kO9qwrpKVKd9jXPaDCzP/Y2gqy8j6JIldD33N3rPWSx1WMJwKJVY738Q\nWXcXAf98Ff1JCzB+vQ5P/1Sz8eiaa24Y9H1qatrA//PypvLWW28Nmfq1ZMkSlixZ8qvP+c033xza\nIAVhBBzzF2J+9V8EX3QewReei/n1t3HMXyh1WMKBUiqx3XkPsr4+NM88gf7khRi//F5MkfMFCgW2\nW+8EQPt/fybk5AUYv/gO96REiQMThsuVkYnlX28TvGQR2oceQFFRTtfqF8T0Kh/iSkrB9O6H6Bed\njmbNamRmE91PPity6IM8YWGY33gX/bln4v/OW8hsNiyvvH5E51J0b48SV1o6xk+/wTUpEU3/Qm5i\nBJPv6Tv1dEzvfAT+/gTeeiOq9etEHn2NTEb3Y09hu+YGFLuaCbpiqehxFwSJOOYvxPLqv8DpJGjZ\nH1CUlkgdkjBM1nvvx3btjSiamwi6/BKfmHIseNluvZPulQ8iN5kIvnix9y6A4pzG5zin5HlnSWRm\n4/+fN9E88hB0d0sdljAM7oRJGL9ZhzMjk4B/v472gRXiFvc+yhMejvHTr3FMnYbfJx+hu+tW5K0t\nUoclGVFcGkXuSYmY//EmHj8/Am+5wbvui8kodVjCMDmPmkXXI08gs9nQn30qgddfLU7GfI1MhnXl\nKvrmzkO9fh2hM6aIqY6CIJG+E07GunwlcoOB0GOPQvvg/VKHJAyHTIZ1xQP0zV+IeuN6wqZmov7o\nfamjEg5Qz7U3YF9yEcryMkJOXoju9j9KHZIwAp6QUMyvvYFbr0f7+P8RNj0bRVGh1GEJw+AJ1mN5\n5XXcoaFonn2K0KPyUJQUSx2WMBIBAVj+9hquyCgCXnmJkNnTUJSVSh2VJERxaZS5Jmdgev8T+o45\nFtW2rQRddRmybt+4m5GwR+/5F2L+9zs4J2fg/5830a68RxSYfI1cjvn1t+l+4CFwOgm87mpU676X\nOipBOCL13HAzlmdfxDUxFs3TfyXg+dVShyQMh1yO+dU36F75IHg8BN50HapvvpQ6KuFAyGR0Pfks\n5n+8iTMpmYB//B3dnbeAwyF1ZMIwuRMmYfx6HbYrlyE3GAi+5HwUBTulDksYBldSCoYftmC95Q7k\n1m7055yOctNGqcMSRsAdF4/xxy1Yb74NeXcX+t+dhnLbFqnDGnOiuDQGnNNmYH7jHZxZOajXfkPI\nwmMIePoJ6O2VOjRhGPqOO9HbwxASgmbNakIWzMH/X/+QOixhOAIC6Fl2Pd0P/h9ys4ngc88k6IJz\noFD09gnCmJLJ6D1vCZaXXsOjUqFbuRz9aSfAhx9KHZlwoDQaeq67ke5HnkDe3UXwhecRdNF5KLdv\nkzoyYX/kcvpOPhXLa//GFR1DwCsvEZY7Ge2qlWKBaB/jjovH+udHsC27HkVjAyEnLyBo6QUoKiuk\nDk04QJ6ICGx33uMtSnR0EHLGiYQcPQ3Vjz9IHZowTJ5gPba778N2/c3IO9oJOeU49KedgHxXs9Sh\njRlRXBor/v4Yv1hLzyWXIW9uQvfgSrj/fqmjEobJlZyK8ftN9J5xNsriQgL/eD18+63UYQnDZL/8\nKu9ItJxc/L7+EhYvFsVeQZCAc9oMjN9vpPeEk1Bt2QTnnIOivEzqsIRhsF94Cab/fIAzewp+X35O\n0CVLwGyWOizhALjSJ2Ncux7blcugpwfNM0/g/+a/pA5LGAHrAw9hWfMyruQU/D77mKArfg99fVKH\nJRwomQzb8hWY//0OfccuQFlZQeD1VyOziH2pz+mfOm7+19s48vJRbdmE9v57pI5qzIji0lhSqeh+\n/CkM2wpxR0TCY48dUZXMw4U7KhrLy//A9P4n3h/ceaeYIueD+o47EdOX32FfchGUlOD/zltShyQI\nRyRXciqWf/0Hy+oXwOlE+9ADUockDJNj3gJMX32P7YY/omhrhT//WeqQhAPkCQ3D+udHMH77I25d\nINqV9yAzGqQOSxiB3kXnYfx+E/Zzz0dZXIj/W29IHZIwTH3HnYj5nQ+w3XQriqZGAl58XuqQhBHq\nO+FkTJ98jWNKHv7/fRd+/lnqkMaEKC5JwB0VjfXu+8DpRHfvXVKHI4yQ4+hj6D3ldNiyBb//vCl1\nOMIIWe+6F1QqtPfdDTab1OEIwhGr97wlMH06fp98JKYD+Cjr7XfjmhgLTz2FvLFB6nCEYXBPSsR2\nyx3IzSY0zzwpdTjCQbDeez8euRztgyvB5ZI6HGEEbDf+EU9AANpHHhLnpr5MqcR20y3e/991ZFzz\ni+KSROyLLwCtFr+P3j9iV5M/HNiuvREA3Yq7oadH4miEkXBPmAinn468uwvNU49JHY4gHLlkMrj5\nZgB0d98m1n7xRf7+9Fx9LfT1of3TfVJHIwxTz2VXAKBZ/SSUiempvso9YSKOOXORG43w1FNShyOM\ngCcwiN5TTvN+c/vt0gYjHJS+087E4+cHn3+OcssmqcMZdaK4JBW1emDYuPYvD0ocjDBSzplHwQkn\nIDcY8BO3YvZdDz+Mx8+PgJdeFL18giCl887DmZGJsrQE1fp1UkcjjID9d+dBZCT+H7yHvLVF6nCE\n4dBqsS5f4f3/k2L0ki+z3v8gHoUC/vIXsXSDj7Le9wDuYD28/LIYveTL5HK6Hn8agICX1kgczOgT\nxSUp3XQTrrh41F99jqKiXOpohJGQyeDRRwHQPPu0uJWvr0pPx774QuRdFgL+Jua3C4Jk1Gqs96wE\n+kdPiIsin+OJioLbbgNA86QYDeprbNfeiFuvh1dfRVFcJHU4wgg5c3LpPfd8aG/H/+UXpA5HGAH3\nxFjsl1wKvb1oH14ldTjCQeg993yIi8Pvw/dRbtsidTijShSXJGa970/IenvR3XdkzMM8LOXmYj//\nQpQlRfi//prU0QgjZL1jOW69Hs3/PYSsyyJ1OIJwxOo77kT65s5D/c1XqL/+QupwhJG45hqcKan4\n//1vYuq/r1Gr6Xr8GbDb0a5aIXU0wkGwLl8Bej3ahx9E1t0ldTjCCFhvvRMSEwl4aQ3ypkapwxFG\nSi6HV15B5nJ519E6jIniksR6z1qEMzMb9TdfgdUqdTjCCFlvvxsAv88+ljgSYaQ8UVHYL1yK3NqN\n6kcxHUcQJKNQYLv1TgDUn4p9qk/S6ei59kZkHg/qzz+VOhphmPrOOAsyMsS5qY9zx0yAq69G3mVB\n/fFHUocjjIRWC7fcgszlwv/tf0sdjXAwjjsOx5Q8VN+vPazvFi+KS1KTyeg7dj4A2sf+Im0swoi5\n4xNwJUxC/e3XR8RibYergbb40J/EdBxBkJBj6nQ8Gi3+r7+GvL5O6nCEEeibOw+PXI7m6b+KURO+\n6NRTkXk86FYslzoS4WBcdhkemQzdn+4T6/b4qiVL8Gi0aB59GHnLLqmjEQ6C/YKLkblc6JbfIXUo\no0YUl8YB2w1/BMD/1ZdFD5EPs/b3tAf8/W8SRyKMlGPBcTgzs1GWlqDcslnqcAThyOXvj23Ztcg8\nHjHd2Ee5EybRe/Yi5BYzfu+9I3U4wnDdfz8A/u++jayjQ9pYhJFLT6fv1DOQd7Tj98F7UkcjjER4\nOD2XXIrM6cT/1Zekjpkq2QwAACAASURBVEY4CPZLL8ej0aD+/BPkjQ1ShzMqRHFpHPBERGBfchFy\naze6ew7fSubhrvfM3+GKjsH/3bdRbtoodTjCSMhkWG/x3vJVd/dtkizQ/vTTj3P11ZexbNkfKCkZ\nvJjqli2bOPfcc7n66st4da8TjA8//JAzzzyTRYsWsXbtWgC2b9/OBRdcwCWXXMLll1+OwWAYy7ch\nCAfNfukVeDQaNM8+JUYv+aiea2/Eo1CgfehPyAydUocjDIdOh+26m/6fvfsOj6Jc+zj+ne1pkJBN\nIJTQQUQQEJTeEQQpIiAHEdtR0KPHggr64hEV9KCoSFNURFFQFAEBsVKkhRYRlYMinQBCGkjattn3\nj00iSMlmd7Ozm9yf68p1kezO7G+595mZfWbmeVDycokZ96jWaYQf8h58GLdOR/Tz/0HJlHYYjvJH\n349aqTKR01+TcezCmV5P7tjxKE4n0Y8/XC7vkpDOpRBx9r+voMZUImLhB3IQHa4iI8l56TXPP6e/\nonEY4Sv7gJtwtGyF8eddGDesC+pr79yZSlraUebMmcf48U8z7W8zLb3++lRmzJjBG2/MZdu2LRw8\neIDs7GxmzZrFwoULefPNN1m9ejUA8+bN46WXXuKDDz6gZcuWfPLJJ0F9L0L4S62WRO6jT6A4HETO\nel3rOMIHzuYtKBhxG7qsLCwfvKd1HFFKuU8+jRodg3nFMnRHj2gdR/jI2aq15yR2RgaWBfO1jiN8\noNasRd4jj3uuXpr/rtZxhB/y738QNS4O8+pvy+Ug7dK5FCoiIym4858AGHemahxG+Mrepy9q5ViM\nP+4Eu13rOMJH+WMeAMC4LbjjZ6WmbqdTp64A1KlTl7Nn/yQ3NweAY8fSiImpRFJSEjqdjnbtOpCa\nuo2UlBTatWtHdHQ0iYmJPP+8Z7ra6dOnU6tWLdxuNydPnqRatWpBfS9CBEL+vfcDYPghtVye4asI\nim79N+6QW43DjslE/v0PAmDctEHjMMIfeQ+NBcC4LUXjJMJX+XfcDYBp4wZwuTROI3ym1xcf25jW\nr9M2SxmQzqUQUjBwsGfQvaeegPx8reMIH9luHoou/RRRLzyndRThI3u3HqhxcUS9+hK6w4eC9rqZ\nmZnExsYW/x4bG0dm4SXsWVmZxMbGFT8WF+d5LC0tjYKCAsaMGcOIESNISfnrwHH9+vX06dOHjIwM\nBgwYELT3IUTAWCzYel6PcddOGXspTKm16+Bo3gLz11/KzHFhqGDwUNxmMzGPPihjL4UxtU5dHC1a\nYv7mK0wrPtc6jvBFVBQFg4di2LObyNde1jqN8EPBzcNwWyxEP/YQyulsreMElEHrAOIvrmbNsQ0a\njGXpZ1g++YiC2+/SOpLwQe74CUS8+zaWD98n7+GxuM/pEBDhwR0bR95DjxE98f+InPV68e2OQc9x\nmSs1zn3o9OnTzJw5k+PHjzNq1CjWrl2Loih07tyZTp06MXXqVN566y3GjBlz2deLi4vEYNBf8PeE\nhBif30OwSdbyJ/f5FzF/9w0Rs16n4B8jwSCHLmFFUciZ/BJx/a8nctrL2K/vA4qidSrhJbVeffL/\nOYbIWa8TOet1cp95XutIwheKQs5/XyGuT3eipv4X+40DpB2GoZznXsSy5FMi5swmf/T9uGMqaR1J\n+ECtU5f82+8ics5sIubMJm/c/2kdKWDkCC3E5D73IuaVy4mcNpWCkbeD/sIveiK0uWPjyB0/gaj/\nTiJi3jvkPfK41pGED/LvGUPE229gWTCf3HETcMfHl/lrWq3W4iuVADIyMrBarYWPJZB1zoC46emn\nsFqtxMfH0bJlSwwGA8nJyURFRZGVlcUPP/xAr169UBSF3r17M2PGjBJfPzv7wmmKExJiSE8Pj2nE\nwzmrdDRdmqt+Q/L/MZKIjz7EtGoF9gE3aR1JlJLzurbYet+A+esvMaZswtG+o9aRRCnkPvEUlo8+\nIGLe2+Q98hjuSpW1jiR84GzVmoIBN2FZvhTT6m+w9+ytdSRRSu7ERPIeGkvk669gWTC/eBgHEX7y\nxv0fEfPnETF3Dnljx5WbE2dyW1yIUatWw9GxM/pjaej/t7vkBURIKhhxGwDGtas1TiJ8ZjRi69cf\nxeHAuGl9UF7y2mvbsm6d5zPz22+/YrVaiYyMAiApqTq5ubmkpaXhdDrZvHkjbdq0pWPHjmzZsgVV\nVcnOziYvL4+4uDhmzJjBnj17ANi1axd169YNynsQoizYhg4HwPzNVxonEb6yDR4KgOnLLzROIkot\nIgJbv4EoeXkYN2/SOo3wg22YZ1tq+kpuUQ1X+f8YCYBp9bcaJxH+cEfHYOvVB93p0xh27dQ6TsBI\n51IIst04EADzF3JPdLhSqyXhbNIU4/at6I4f0zqO8JG9b38ALMuWBOX1mjW7msaNmzBmzF1Mm/Yy\njz46jlWrVvD992sBeOyx8YwdO5Z//eseunfvRXJybapWrUrv3r0ZNmwY99xzDxMmTECn0zF58mSe\nffZZbr31VtatW8fo0aOD8h6EKAuOdh1QYyphWv0N5OZqHUf4wHb9Dbj1esyrVoDDoXUcUUq2AYMA\nsHz0ocZJhD/sXXvgjojAvGo55F14tbIIfWq9+jgbNMS4cb3MMB7m7Df0A8Dy8UKNkwSOdC6FIFv/\ngajRMUTMf08OwMJY/qg7UFyukBiEdvr0Vxg9+k6GDx/Onj3nXxG3efNmhgwZwi233MKsWbPOe6yg\noICePXuyZElwOldCjeO6djgbNca88nOU9PSgvOZ99z3Im2++yxtvzKVhw0b07dufLl26AdCiRSsW\nLVrEnDnzGFF4dRzA8OHDWbx4MYsXL6ZHjx4ANGvWjI8//pgFCxYwd+5c4oNwW58QZUavp+Aft6LL\nzMT8xXKt0whfREVhG3IL+qNHMK3T/qpe2S+WjqNTF5xNrsT85Up0f5zQOg4gNfSJyUT+yNvRZWSE\nzLZU6lh6+ffc5/mOsUD77xggNfSVrf8gXIlVsXz6cbnp7C3TzqUXXniBW265heHDh/PTTz+d95h8\n0C7NHRuHvV9/dBnpGDd8r2kW2Vj4zjbkFtw6HeYln2o6hfbOnamkpR1lzpx5TJ48mWnTpp73+KRJ\nk5gxYwYfffQRmzZtYt++fcWPvfHGG1SuXIHHVtDrKRjuufzYvLzifpZF4Mg21XdFbTFi/jxNc0gN\nfVcw/FYALPPe0TSH7Bd9oNNRMGwEAJb3tK0fSA39UTBiFAAR776lcRKpo69sQ4bh1umImPeOpt8x\nQGroF5MJ24BBKHm5mFcs0zpNQJRZ59K2bds4fPgwixYtYvLkyUyePPm8x+WDdnkFQ24BwLLkU80y\nyMbCP+7Ksdi79cBwYD+GX34qeYEykpq6nU6dugJQv359zp79k9zcHACOHj1K5cqVSUpKQqfT0aVL\nl+Kp7Pfv38++ffvo2rWrRslDg23oLbj1eiyLys8lq0Ibsk31j6vpVbgtFgw//QgulyYZpIb+cbRt\nD4BxZ6qmOWS/6JuiW+OM27drnERq6A/XlU0929Kff9L8Dgmpo2/cMZVwNWyE7vRpdIcPaZpFaugf\nR9fuABhTtd+uBkKZdS6lpKTQs2dPwPNBO3PmDDk58kHzlqNjZ8/4Emu+BZtNkwyysfCfrXBWI5OG\nlx5nZmYSGxtb/HtsbFzxjGTp6elUqVKl+LEqVaqQXnj715QpUxg/fnxww4YgtWo17D16YfxxJ8YU\nGchU+E62qX5SFGwDbkIpKMD4/RpNIkgN/aTXY+s3AF1mJsYtmzWLIftF36i1knFe0QTj5g3o0o5q\nmkVq6AdFoeCWW1HsdkxfrtQ0itTRd/l3/BMAy8cLNM0hNfSPvXM31MqxniuXysGYkmU2511GRgZN\nmzYt/r3owxQdHX3RD9rRo56d1JQpU3j66adZtqx8XBrmM72egltHEfnmTCLmzCL/348GPUJmZiaN\nG19R/HvRxiIqSmroLduAm1D/8xSRs6aTf/cY3AkJWkfC7cXls8uWLaNFixbUqlXL6/XGxUViMOjP\n+1s4Ta9+2ayj74FvviL2o/dhQJ/ghbqEcPp/FX+Rbar/8u++F8snHxH97H/I7t4r6K8vNfRf/j9H\nY/5iOVET/4/TX63VOg4g+8VLuWjWxx+Du+8mftLT8NlnwQ9VKCLCSKVKEcUZDQYdVapEkZAQw9FL\n9HsFqoZQDur4xKMw/10qT/w/uHMk6LQZhlfLOoZ9De+/B15+gajXXyHqiUehatXgB0PaYmlcPGsM\njBkNU6aQ8O5seO65oOe6GF//X8usc+nvZMd9cZfNOvlZmPc20fPeJnriBNBf2KDKkmwsvHfJrAkx\n8NSTMG4c1uWfgAY99LVr18Buzy3OmJ2dSePGdYiOjsZmSyQjI6P4uSdPniQxMZF169Zx9OhR1q1b\nxx9//IHJZKJatWq0b9/+kq+TnX3+QHQJCTGkp58tmzcVYCVm7diT+NhYlKVLyfz9CO7YuOCF+5u/\nZw2ndiLOJ/vFi7ts1uu7woABGJYvJ2HvT9ChQ9BygewXS+OSWQf1hV69MH77LQlHf4dWrYIbDNkv\neuOSWW8cQlyjl9AvXUrWzv+h1vT+cx1IUVGVOXgwjfT0syQkxHDixEl0ugjS08+SmFh2NYRyUseE\nWsQM+weWRQs5M/9j7P36Bz8c2tWxXNQQhYiHHiP6mafIfW0GeWPHBT0bSFv01uWyKvc8QPz06ahv\nvU3WfY+AIWhdNBflz3eNMkv+9w/TqVOnSCi8akM2Fh4lZzUSPXgoER99yOnPVuDo1iNo2UA2Ft4q\nKasy6BbiJ0zA9e48su+6HxQliOmgadOWzJ07hx49+nHq1BHi4uLJz3eTn3+WmjVrkpOTQ1paGtWq\nVWPt2rVMnTqVkSNHFi8/Y8YMatSocdkalnuKQt6DjxL9/H8wf/YJBXeP1jqRCENWq7X4UnHwXOFr\ntVoB2S8W8SarccTtxC5fTv4bb5HTqHmQknnIftE7JWU13XY3lb/9lvwZs8l56bUgJvOQ/aIfFIX8\ne+8n5rGHsCz8gLwnntIkxrXXtmXu3DkMGnQzu3fvxmq1EhkZBSA19FLevfdjWbQQy4L3Netckjr6\np2DkKKL++7ynLT7yuCZXoEkN/eeuVJmCIcOJ+GAepnWrsffsrXUkn5VZ51KHDh2YMWMGw4cPZ/fu\n3SQmJhIdHQ3IB600CkbeTsRHH2L56IOgdy7JxiIw3HFVsPXrj2XZEgyp23G2vjaor9+s2dU0btyE\nMWPuwmQy8Oij41i1agVRUdEMGTKAiRMnMnbsWAD69u1L3bp1g5ovXBQM+wdRLzyLZcEH0rkkfCLb\n1MBwdO2Bq0ZNLEsXk/vcC7hjKgXttaWGgWHveT2uakmYlywm55lJEBUV1NeX/aJ/Cm4eRtTECVg+\nfJ+8h8aC2Rz0DFJD/7maNcdxTWtMa75Dd+QwanLtoGeQOvrHHVOJgsFDiVgwH9Pqb7D3Cv7QDVLD\nwCi47XYiPpiHZf68sO5cUtzeXJfvo6lTp7Jjxw4UReGZZ57hf//7HzExMfTq1Yvt27czdapnlpXr\nr7+eu++++7xliw7ABg8efNnX+PuZsfJ0Zg8At5u4Ttei37+PrK0/Bn3D/8YbM9i1aycmk4EHH3yM\n33//rXhjUVY1hPJXR+Pa1cTechO2fgP4c96HQUp2obK8parct0Wg0qh/YP7qC7K/W4+zeYsgJLtQ\nMGt4sdcLZeGQVYttajj8vxTxNmvkf58n6tWXyZkwMehjEsp+sWTeZI186QWipv6XnEn/Jf/e+4OU\n7EKyX7y4krJG/ecpIt+cydmpr1Mw6s4gJruQ7BcvraSs5k8+otIDo8m/6x5y/vtKEJNdSNrixZWU\nVb/7F6p0a4/j2racXvlNEJNdSNripZWY1e0mtndXDD/tIvOnvbgTE4MX7m/8qWOZdi4FQ3neWBSx\nvP8uMY8/zNkXX9bsignZWFya152E7a9BfyyNjMMng35rXBHZcV+ct1lNX39J5dtuIe/e+8idNCUI\nyS4kbfHSyirrZ599wtdfr8JkMmGzFXDvvf+iTZvrLnjeiRPHmTBhHHPnfsCQIf2ZP38RkZGRXmWV\ntujhbVYlPR1r0/rYO3XhzGcrgpDsQtIWL82brEpGBtYr62Hv2p0zn2g30Lm0xYsrKavu8CHi2zSn\nYMBNnH3n/SAmu5C0xUsrMavTSXzT+rgrx5K1bVfwgl2EtMWL8yZr7I3XY9i+lYwjpzS5krCItMVL\n8yZrxNtvEP1/48h5/kXyR/8rSMkuFJJjLonAcV7VDAD9oUPaBhG+UxRcTZpi2L8P3amTqFWraZ1I\n+MDR3jN4sP7QQY2TiGA5ceI4K1Ys45135mMwGDh69AhTpky6aOeSCB53QgKuxKroDx/WOorwkdtq\nRbVa0R2RGoYjtVYybotF9ofhzmDAVb8hhh9/AKdT84GEhW+cDRpi3LYF/ZHDuBo20jqO8JGjreeW\ned3hQ9oG8YNXo36dOXOGKVOm8NhjjwGwZs0asrKyyjSY+IurZjIA+mNpfq3nzz//ZObMaTz33NMA\nbNy4nuzsbL/zCe+4atQEQOdHHaWG2nJHx+A2GtFlZpT8ZKRe5UFOTg52uw2HwwFArVrJzJz5Fr/8\n8hODB/djwIDrefLJsXz77decOXNG47QVi1qrFrrjaeDHBdjSRrXlqlnLc2wjNQw/Op2nfmlHArI6\nqaN2XLVqoTid6E6d9Gs9UkPtFM3aqDt+zK/1SA21pcZ7JnnRZWWW8MzQ5VXn0oQJE0hKSiItzfOl\n2G63M26cNtMdVkRuqxW3Tocu/ZRf65ky5XmqVq3GiROeDY/DYWfy5GcCEVF4QU3w3DurS0/3eR1S\nQ40pCmqVeHQZ3nUuSb0Ca+LmCVzzwVWX/Kkzrc5lH7/Yz8TNEy77mg0bNqJJk6YMHTqAyZMnsnr1\ntzidTsaPH8sNN9xIjRo1adOmLRs3fs+sWdOC9D8hwLNNVZxOlNO+H/hKG9WWmpCIYrOh/Ol7x6zU\nUDtq1WrosrLAbvd7XVJH7aiJVQH87lySGmqnuIZ/nPBrPVJDbalV4gH/vitqzavOpaysLEaNGoXR\naASgT58+FBQUlGkwcQ69HjW5NoZtW/w6ADt9+jRDhw7HYPDUsVu3nlLHICq6TNW8wvexJaSG2nM1\nbIT+8CH0u38p8blSr/Lh6aefY+bMt2jYsBELF87nkUf+xZ9/nmHXrp0cPHiAr79eRVxcHDabTeuo\nFYqrXgMAzF9+4fM6pI1qy9WgcL+4crnP65AaasfZ5EoALAs/8HtdUkftuBo2BsD82Sd+rUdqqB1n\n06sAiHj/Xb/WIzXUmMWCs34DTBu+R3c0MFeFBptXnUsADocDpXAQ4oyMDPLy8soslLiQbeBgFLeb\niNnT/VqP0+ksrmNWVqZsMILI3r0nalQ05k8/Rjlz2uf1SA21ZRt0M+AZdM8bUq/Amdh+Eqm3/XLJ\nn0MPH7rs4xf7mdh+0mVf0+12Y7PZqFOnLsOGjeCtt94jPf0Uqqry2muzaNToCubMmceoUXdhs0lt\ng6ng5mEARMyZ7dd6pI1qp2DocAAi3pIahqOCEaMAiJj3TkDWJ3XUhm3gTUBhx4SfV6FJDbXhbNUa\nV42aGHdsQ//br/6tS2qoKduAQQBYFszXOIlvvOpcGjlyJEOGDGHfvn2MGTOGgQMHXjC9rihb+YXT\nvBp/SPV5HTfffAv//OcoDh48wLhxj3DHHSP4xz9GBiqiKInZjL13HxS3G8OPO31ahdRQewW3jADA\nuLPktuhLvaZPf4XRo+9kzJi72LNn93mPbd++lSFDhjB69J28995fB/PLly9nwIABDB48mHXr1gFw\n4sQJ7rjjDkaOHMkdd9xBehhfYqullSs/56WXJlM0sWpubg6qqlKvXgNGjBjCwYMHuOuukdx661D6\n979J47QVi6tZc1zVktD/tgdycnxah2xTteW6qhmuGjXR/7oHJce3GX+khtpxXdUMZ/0G6H/9n18n\nzUDqqCV35VhsPa9HKSjAsPtnn9cjNdSQolBw2x0AGLdv9Xk1UkPt5d9zPwDG1O0aJ/GNV1MC3HDD\nDbRs2ZKdO3diMpl47rnnSExMLOts4hxqrWScdeth2OVbpwRA9+49ueqqZvzyy8+YTEYef/z/sFqt\nAUwpSmLrfxOWJYsx7PoRR5dupV5eahgCzGbsbdtj3JoCBQVgsVzyqaWt186dqaSlHWXOnHkcOnSQ\nF198jjlz5hU//vrrU3nvvXnodJE88MC9dOnSHYMhmVmzZvHZZ5+Rl5fHjBkz6Nq1K9OmTWPYsGH0\n7duXBQsWMG/ePJ544omA/ldUBH379ufw4UPce+/tRERE4nQ6efjhx6levQaTJj2D2WzC7Xbzxhvv\nYDZb+PLLlVpHrlBsg24m8s2ZGHb/gvO6tqVeXrap2rMNHEzk7OkYfvm5eKac0pAaasvebwCR01/F\n8NMuHJ26+LweqaO2bANuwvzdNxh+3Imz5TU+rUNqqC17r95E/XcShl0/wsjbfVqH1FB7bqvV853/\n511aR/GJV1cu7du3jwULFnDDDTfQo0cPXnvtNfbu3VvW2cTfqHXrocvO9vkM7cGDB1iy5FO6d+9J\nx45deOutWRw4sC/AKcXluGrXAUB/3LcZ46SGoUFNro3idpc4cGJp65Waup1OnboCUKdOXc6e/ZPc\nXE97P3YsjZiYSiQlJaHT6WjXrgOpqdtISUmhXbt2REdHk5iYyPPPPw/AM888Q+/evQGIi4vj9Gn/\nzipXVHq9ngceeJi3357P9OlvMnv2O7Rv3xG3203r1tfy4YefMm/eAhYu/ID8/DzmzvWMPbJ48Qoi\nIyM1Tl/+yTY1/Lnq1AVAl3bUp+Wlhtoqrp+fMxpLHbXlqlMP8G9maqmhtor2h7pjvm1LQWoYKtRa\ntT2TJeTnax2l1LzqXHr22Wfp0uWvsxE333xz8RcYETyupOoA6H2cCeDVV6fQrl2H4t/79RvIq6++\nFJBswjtqYQ11J6SG4Uz1si2Wtl6ZmZnExsYW/x4bG0dmpmc60qysTGJj44ofi4vzPJaWlkZBQQFj\nxoxhxIgRpKSkABAZGYler8flcrFw4UL69+9f+jcqLknaYmiQbWr4kxqGN1f1GoB/nRIgddSaWr2w\nHfoxlb3UUFvumEqoUdHoj0kNw52alAT4P/ufFry6Lc7lctG6devi31u3bl08/oQIHrVa4QftWBqu\nBg1LvbzL5eLqq1sW/3711S0Clk14x12lCm6TyeczfFLD0OAqaoslnGn3t16X286e+9Dp06eZOXMm\nx48fZ9SoUaxduxZFUXC5XDzxxBO0bduWdu3alfh6cXGRGAz6C/6ekBBTqtxaClZWnQ569uxc/HvP\nnp147705pXr9cPp/DVVqtWoA6Hy8ckm2qdorqqHex7PtUkNtqTVrAf5fuSR11FbRdwy9HzNUSQ01\npiioNWqgO+F755LUMDS4Cjt79UcOo9atp3Ga0vGqcykmJoaFCxdy3XXXoaoqGzZsICoqqqyzib8p\nmsresPdXn8briY6OZunSxbRseQ2qqrJ1a4rcthFsioKrYWMMv//m6R0onI3BW1LD0OBq5Jm2V//7\nb5d9XmnrZbVai69UAs/MnEX3ulutCWRl/fVYevoprFYr8fFxtGzZEoPBQHJyMlFRUWRlZREfH8+T\nTz5J7dq1eeCBB7x6X9nZF84CmpAQQ3q6bwPtBlsws5rNEbz11rzzams0mr1+/b9nlY4m3xTvF32c\nHUe2qdpzNvDUUL/38tvTS5EaastVoyYAxh3b/FqP1FFjJhPOevXR7/V9pjGpofbUmrUw7P0NJTMT\nd3x8qZeXGoYGV+MmAOj37fXpO7+WvOpcevHFF3nllVf46KOPAGjZsiUvvvhimQYTFyq+lzbNt7ND\nTz75DHPmzGTp0k9RFIWrrmrOk08+E8CEwhuuWskYdv+MkpVV6g2/1DA0uGolA6AvoS2Wtl7XXtuW\nuXPnMGjQzfz2269YrVYiIz0d+UlJ1cnNzSUtLQ29PorNmzfyn/88T82aCYwfP5577rmHM2fOkJeX\nR1xcHMuXL8doNPLvf/87cG9cFJO2GBrcMZVQq1Tx+aoJqWMIiIpCTUhE7+OYS1JDjUVF4Y6MQn/k\niE8nzYpIHbWn1q6D4cB+lJyzuKNLf8JDaqg9Nd5zQtKwayeO7j1LvbzUMDQUf8844vuVhFrxqnOp\nSpUqTJ48uayziBK4ansGTTStX0euD8vHxcUxfvzTgQ0lSq3olkbTmm+xDR1eqmWlhqFBrV4Dd2Qk\npnVrwOEAo/GizyttvZo1u5rGjZswZsxdKIrCo4+OY9WqFURFRdOlSzcee2w8Y8eOxeFw0b17L5KT\na5OQEEPv3r0ZNmwYABMmTECn07Fw4UJsNhu33XYbAPXr12fixIn+vnVRSNpi6HDVrY9hZyq6w4dQ\nC0/CeEvqGBqcDRpiStmEft/vpb7tX2qoPVvvPliWfoZxa4pPM/6B1DEUOBs1xrR2NaZvvsI2eGip\nl5caas/Wtz+WTz/GtOZbnzqXpIahwVW/AW6jEfOqFeQ+G159MJftXHr44YeZNm0aXbp0QbnImYh1\n69aVVS5xEW6rFXunLpg2fI9y9k/cMZW8Wu4//3mS5557kcGD+1308SVLvghkTFEC28CbiJw5DeP2\nrV53LkkNQ4zJhK1PPyxLPkV39AhqvfrnPexPve6778Hzfm9YeNsPQIsWrVi0aNEFt14NHz6c4cPP\n/yx9/PHHXr0VUTrSFkOPbeBNGFO3Y/xhBzYvO5ekjqHFNnAwppRNGHZs87pzSWoYOux9+2NZ+hmG\nnT+UunNJ6hg6bINuJnLObAw7tpWqc0lqGDrsPXrhVhSMu34s1XJSw9DirhKPo0MnTOvWoPx5Bnel\nylpH8tplO5cmTJgAwMKFC4MSRpTM1aAhbPge47o12PsP8mqZhx9+DIDZs98py2jCS6669XDrdJjW\nfAeq6hkZuARSmOfe+AAAIABJREFUw9BT9AXI/O1X5I/+13mPSb3KlxMnjjNq1HAaN74Cp9PJ6NF3\n8sADj3LllVdqHU1wztWgq7/FdtMQr5aRNhpaisbOMn/7Nbbht3q1jNQwdDgbesYhNC9fSv593o3x\nV0TqGDpc9Rvg1ukwf/0luZOmeHV8ClLDkGKx4KpTF8P2reiOH0MtnM2xJFLD0ONsfAWmdWswr/ic\ngltHaR3Ha5fdahQNJPvyyy9To0aNC35E8NkGDgbAuGWz18tUqeIZ12f27OlUq5Z0wY8ILnelyti7\n9UB/5DBKRoZXy0gNQ49t0M0AGHZsv+AxqVf5k5xcm5kz3+LNN9/lvvseZNq0KVLbEGHv0h21UmUM\n27d6vYy00dDiaN8RNSERw7YtXi8jNQwdriZX4rzyKoyp2z0nzUpB6hg63LFx2Lv3RH/0CEp6utfL\nSQ1Di23wUBRVxfDLT14vIzUMPUUny4xbUzROUjpedUnXrFmTxYsXs3//fo4ePVr8I4LPVb8BAJFv\nv1nqZZOSqrNy5eccPnyIY8fSin9E8Kl1PONnmZcvKdVyUsPQUTTYnuXzJeByXfQ5Uq/yKSsri9jY\nKowZcxdLly7m2LE0li9fyv/93+PMnj2dlSuXFT935MihnDlzWsO0FYDR6Jkh5+CBUg/sLW00ROj1\nuJJroz/5B/r9v5dqUalhCFCU4klnTN9+7dMqpI6hwVU47bnls09KvazUMDQUtcUI+a4Y1ly1agNg\n+XiBxklKx6sBvVetWoWiKLjd7uK/KYrC6tWryyyYuDg1sepfv+TnQ0SE18uuWfMtoADuc/6q8Omn\nnwcqnvCSo+U1RAD6gwdKtZzUMISYzahWK7qMDM+lx4WdTeeSegVW1MQJmFcsu/QTdApVVPelH78I\nW/9B5E6cVOLzjhw5zAMP3IvdbicjIx1VVTlx4jjvvvsWCxfOp6CggIKCAubMGc2MGa9x442DOHjw\nANWr16By5dhSZRKl56pVC8P/fsGw60fshVOje0PaaOhw1amLMXU7hp0/4Krv/aDeUsPQ4GzZCvOX\nK9H/+j/ofUOpl5c6hgbntW3h7TdLfXwKUsNQYe/TFwAl52wJz7yQ1DB0uBMScEdGouTllWqsZa1d\ntnMpJyeH2bNn06hRI1q3bs3tt9+O8RKzIokgURTyR9xGxMIPMPzyE84215W4SG5uDu+/P5e6devT\nokVLhg0bgcHgVb+iKCP2Xr0BMP6ww6upe6WGoSn/tjuIem0qxh3bsJ3TuST1Kn+KbovLzc1h+vTX\nWLv2W2rWrMWdd95D585d2bRpA+vWraZevQbk5JwlOzubjRu/p1evPlpHrxAKhg7H/PWXGFM2Ye97\nY4nPlzYaemw3D8Xy2ScYN2/ENuSWEp8vNQwttj79iHrhOUyrvyX/obFeLyd1DC22HtcDYNy2xetx\nQaWGocUdG4ezbj0Mu35ESU/HnZBQ4jJSw9BUMPQfRLw/1zOmZOFwHKHusluMommrb7nlFvbv38/s\n2bODkUmUwNW4CQDmL70buf+VV6YAMHDgYA4dOsh778lgbVpzx1XB2bQZxtQd6PfvK/H5UsPQZO/t\nOTtkXrzovL9LvcpG7sRJZKX+cskfDh267OMX+/HmqqVzvfLKFCpXrkSVKvFkZmawevU3ADidzuLn\n9OrVh++/X8OOHdvp1KlrIP8LxCU4W7QCwLThe6+eL2009DiatQDAtH6dV8+XGoYWV736uCMiMG7f\n6rmy3ktSxxATHY2j9bUY9uz2esweqWHosffqjeJ0Yv5iuVfPlxqGJtsgz1jLppXe1TEUXLZz6dix\nYzzxxBN069aNSZMmsWPHjmDlEpdRMGIkbkXBsDPVq+efOHGc++9/iA4dOjFu3AR+/PGHMk4ovFEw\nfASAV3WUGoYmZ6vWuKrXwLjz/HpIvcqvEyeOM3LkHdjtdjp16sLevb8C8NNPf03727Nnb1atWoHV\nGo/FYtEqaoWiJtfG0eY6zy05eXklPl/aaOhxV63qGUz4yGGvBhOWGoYYk4n82+9Gcbkw7tjm9WJS\nx9BTNDPVxSYsuRipYegpGOGpoTFVahjOHO07osbHYwyjely2c+ncy+H0en2ZhxHecVeORa2VjH6f\nd4Ne/r2OSgm3YIngcF7hmcbcmyuXpIahy3VFE3QZ6Sh/nin+m9Sr/Ckac+ngwf089thDPPLI4/Tv\nP4hTp07y6KMPnlfzKlXiiYiIpGdPuSUumJxNmqKoKvpDB0t8rrTR0ORs0hSQ/WK4crRtDxTeUuUl\nqWPocV5Z1A7le0a4cjVshNtgkO+K4U5RcDZugu7oESgo0DqNVy57M+XfP1jyQQsdrnr1Ma1bg5Jz\nFnd0zGWfK3UMTUUz/+kPlHwQLTUMXc76DTCt+Q79gf3Ft+ZIvcqXpKTqfPvtegD+/e8xTJ/+1wws\nTZs249VXZ5z3/NOnT5OTc5brrmsX1JwVnatefQD0B/bjKvxydCnSRkNT0X7RcGAfzraXbz9Sw9Dj\nbFJ40uzAfq+XkTqGHlcDz4D6Bi87JqSGIchoxFW7jqeD0IuxXaWGoctVvwGmzRvRHzqI64omWscp\n0WU7l3bu3EnXrl2Lf8/MzKRr16643W4URWHdunVlHE9ciqtefVi3Bv3BAzibXX3Z5/7yy08MHtyv\n+PfTp7PP+33JEu/GbhKBpVavgdtiQX+g5Bk5pIah69wvtEWdS1Kv8quk2j788OPMnTuHBx98BJ0X\nA6GKwDm3LZZE2mhokhqGN7VmLdx6falmGpM6hh53TCVciVXR7/euk1BqGJpcDRpi2L8PJSsLd3z8\nZZ8rNQxdrnqFFyPs3xf+nUtfffVVsHKIUjrvC20JnUsLF34WjEiitHQ6XHXqYtj7a4lnFaSGoctV\nt7At7v2t+G9Sr/KrpNpWq5ZE585dgxNGnKdov2jYt7fE50obDU3FV/T+tqfE50oNQ5DRiFqj1nn7\nw5JIHUOTq34DTCmbPLfilDB2oNQwNLnqNwS+RP/7Xpzxl78SVGoYuoqv6N39M/Z+/TVOU7LLdi7V\nqFEjWDlEKRUdRJtWrcA2cPBln1utWlIwIgkfuOrUw/DrHk9vdOFlyBcjNQxdRRt985cryRs/AZB6\nlWdS29Dlql0Ht6JgWvE5TH/jss+VOoYmNbEq7sgozF9/WeJzpYahSU1KwnjkEEpmZolXS4DUMVS5\n6tWHlE0Yd2zD0bHzZZ8rNQxNrjp1ATB/82WJtxlLDUNX0fdD09rV5D3xlMZpSibX7IepoquVFC9m\nxRGhS7VaAe8GLxWhSU2u7fmH3a5tECEqOrMZjEYU1eW5GlSEH0VBjY72/FuOb8KSak0AQP97yVcQ\nitClJlUHQH/ksMZJhK+czZoDoJw5U8IzRSgr6lwKl+/80rkUptTEqqhR0Zg2fA8ul9ZxhI8cnboA\nYFy/VuMkwmeKgqN5C8997aeztU4jRIVm79kbJT+/VLfliNBi79Ub8H4KbRFa7F26AWBe/Y3GSYQ/\nHO07AmD6RoZICVdFs1Kbv1wpJ1zCnLNJUwx7dqNkZWodpUTSuRSuFAVni5YoeXkYt2/VOo3wUdG0\nvaY132mcRPjD2eZaAMzLl/m9runTX2H06DsZM+Yu9uzZfd5j27dvZciQIYwefSfvvfdO8d+XL1/O\ngAEDGDx48HkTLcyfP5+mTZuSm5vrdy4hwoHjmjYAmJcu1jiJ8JWjcJbFQGxPRfDZu/UAwPT1Ko2T\nCH84WrTCbTRi3LherswOV1FROFpdgy4jHcMvP2mdRvjB3slza6p55XKNk5RMOpfCWP7ofwFgXL9O\n2yDCZ2pSdWx9+mLYvw/d8WNaxxE+yv/naACMm9b7tZ6dO1NJSzvKnDnzGD/+aaZNm3re46+/PpUZ\nM2bwxhtz2bZtCwcPHiA7O5tZs2axcOFC3nzzTVavXg3AsmXLyMzMJDEx0a9MQoSTgjvvxq3TYdro\nX1sU2rENuQW1UmWMG9ZpHUX4QK1dB1uPXhh+3YPu5B9axxG+io6mYOTt6P48g2HXTq3TCB/l33Mf\nAMb132ucRPij4K57ADBuDP06SudSGHNcex0Axk0bNE4i/OFo0xaQOoYzV70GqFYrpo0b/Lr0ODV1\nO506dQWgTp26nD37J7m5OQAcO5ZGTEwlkpKS0Ol0tGvXgdTUbaSkpNCuXTuio6NJTEzk+eefB6Bn\nz5488sgjKJeZhVCI8sYdHYOzaTMMP/4AOTlaxxG+MBhwXtMaw4H9ctIlTDnadwLAuG6NxkmEPxzt\nOgBgkpPYYau4ht9LWwxnrrr1cSVW9Zw4C/FbHKVzKYy5q8TjaHY1ppRNKOnpWscRPnJ09oy7ZP58\nicZJhM8UBXunLujST2HYusXn1WRmZhIbG1v8e2xsHJmZnvurs7IyiY2NK34sLs7zWFpaGgUFBYwZ\nM4YRI0aQkpICQHTRoLhCVDCOTl1Q7HbM38pYIeHK3rlw3J7lSzVOInxh79odAMuihRonEf4oHj9r\n6WJQVY3TCF+o1WvgbHwFpnVr5ErCcKYoODp2RpeREfJ3LBm0DiD842jfAePPu7AsW1x86aMIL84r\nr8IdEYHp268hPx8iIrSOJHxg79YTy9LPMC9fUuKUr95yX+bsxLkPnT59mpkzZ3L8+HFGjRrF2rVr\nfbpiKS4uEoNBf8HfExJiSr0urUhWYe99A5Gzp2NetgTbTUO0jiN8YL+hLzw7AfPnS8gf84DWcUQp\nua5sihobi2njepTT2bjPOTEiwoc7rgrOxldg+O1X9L/uwXVlU60jCR/Yu3bH8NuvmFatpODOf2od\nR/jI3qcvliWfYv5iOY7Cjt9QJJ1LYc7W/yYi58xGd+KE1lGEr4xGbP0GYFm8CN2pk6i162idSPjA\n3uN6APR+tEWr1Vp8pRJARkYGVqu18LEEss6ZJSI9/RRWq5X4+DhatmyJwWAgOTmZqKgosrKyiI+P\nL/XrZ2dfOM1pQkIM6elnfXg3wRfOWaWjKXAcbdvjNhjQ/XFc6yjCR656DXDVrCXHNuFKr8c28GYi\n3p+L7vhxXNK5FLZsg4diePF5dH8cl86lMGW/4UbPd0XZJ4Y1e+euAOj+CO0r0OS2uDCn1qwJgO7I\nYY2TCH+4atUCQC91DFvu+HjcFgu6o0d8Xse117Zl3TrPgNy//fYrVquVyMgoAJKSqpObm0taWhpO\np5PNmzfSpk1bOnbsyJYtW1BVlezsbPLy8oiLkwN5UYEpCmrNWuj9aItCe66atdD9cQIKCrSOInzg\nqpUMgP7QQY2TCH+4ahYenx46pG0Q4TNpi+WDO64KalQ0+sOHtI5yWWV65dILL7zArl27UBSFp556\niubNmxc/tnnzZl599VX0ej2dO3fmX//yzHz20ksvkZqaitPpZPTo0Vx//fVlGTHsqdWScBsM6Mto\n0Mvp019h9+5fMJkM3H//wzRp8tdZC6lh4Ki1agOU2eClUscg0OlwVa/hV1ts1uxqGjduwpgxd6Eo\nCo8+Oo5Vq1YQFRVNly7deOyx8YwdOxaHw0X37r1ITq5NQkIMvXv3ZtiwYQBMmDABnU7HG2+8webN\nm0lPT+eee+6hRYsWPPHEE4F6t8JH0haDw1UrGdOG78FmA7M5oOuWGgaHWisZZctmdCf/KJMreqWO\nZUutXXRck1ZmryE1LHuuwuPTsvqeAVLHsqZWr4Fbp0N/vOyuXJIaBoGioNaoge5EaE90UWadS9u2\nbePw4cMsWrSI/fv389RTT7Fo0aLixydNmsTcuXOpWrUqI0eOpHfv3mRkZPD777+zaNEisrOzuemm\nm+SDVhKdDjWxKrpTJwO+6nOnRf/zz1M8/vg45syZV/y41DBw1MLp4nUnpY7hTK1aDf3BA+B0gsG3\nzet99z143u8NGzYq/neLFq1YtGjRBbd+DR8+nOHDh/9tPfdx330yDlsokbYYPGpiVQB06adQC8+8\nB4LUMHjUqtUAz34x0J1LUsey56pWHfDvVvHLkRoGh1q1cFv6h9QxbOn1qAmJUsNyQK1aDcPe3zxX\n9FosWse5qDK7LS4lJYWePXsCUL9+fc6cOUNO4bTAR48epXLlysVTanfp0oWUlBTatGnD66+/DkCl\nSpXIz8/H5XKVVcRyQ61eA13aUcjNDeh6z50WvX79+udNiy41DCxXTc8lq4bffwv4uqWOwaPWqIni\ndqPf97vWUUQIkrYYPEUdSvq9gd2mSg2Dx1XDc9u/7BfDU9GVS/o9u8tk/VLD4FCTqnvukPjt1zJZ\nv9QxONTk2uiOHEbJCfy4lFLD4HEVnmgx7C2b9hgIZda5lJGRcd64H1WqVCE9PR2A9PR0qlSpcsFj\ner2eyMhIABYvXkznzp3R6y+cuUicz3l1CxRVxbRlU0DXe7lp0aWGgeVqfAVusxnzss8Cvm6pY/A4\nr24B4Jn5T4i/kbYYPI7mnrZoXrUyoOuVGgZP0fbU/PmSgK9b6lj21GpJuKolYf7umzKZxl5qGCQW\nC84mTTHu2lkm459JHYPD0bIVituNccP6gK9bahg8zsJjG9OXX2ic5NKCNlvc5abU/rvvvvuOxYsX\n8+6775b43ItNnR1Os+4EJGvTKwCofPQABPC9R0QYqVQpojijwaCjSpUoEhJiOHr08sv6W0OogHWs\nVAnS00mwADHlo44VrobXXQNAdMYJosvwvYfT/6u4NNkvXlxAsnbvCEBE1ikiZL+oCb+zdmkHgCk7\nM+DvW/aL3vE7a7Wq8McJEs6chEaNSn5+KUhb9J7fWWtWh593kXBkL3ToEJhQhaQtesfvrM09YyBV\nPnYwoN8VQdpiafidtcO1AERlniSqjN+3r1nLrHMpMTGRjIyM4t9PnTpFQkLCRR87efIkiYVjzmzY\nsIE333yTd955hxgvvmD/ferscJ6K2leGK5oTB+QdPkZuAN97VFRlDh5MIz39LAkJMZw4cRKdLoL0\n9LNlWkOomHWM6doDy6cfk7n3MGpy7QAk89CqjhWxhkr1eliBgmN/cLaM3rtMYR++rFZr8dk88Fzh\na7VaAdkvFglY1sgqWPV6nCdOclr2i0EXqKxVkuvAyVNkBfh9y36xZIHIGtW5O5E//kj270dwxiUF\nKFnhuqUteiUQWSPadSL6yy85s+8I9kbNS16gFKQtliwQWQ2NrvJ8VzxyPKDfFUHaorcCkVVJrIUV\nsJ04yZ9l+L79+a5RZrfFdejQga+/9twasnv3bhITE4mOjgagZs2a5OTkFE+pvXbtWjp06MDZs2d5\n6aWXmDNnznmX14nLc8d6bj9UzpwO6HrPnRZ99+7d502LLjUMPLXw/0sndQxb7sqVAdCdDmwNRfkg\nbTGIFAV3XJzsF8OcGhcX8H0iSB2DRa1ceFxzOivg65YaBo9a+D1Ddzo74OuWOgbHX21RahjO3DGV\ncCtKSH/PKLMrl1q1akXTpk0ZPnw4iqLwzDPPsGTJEmJiYujVqxcTJ05k7NixAPTt25e6desWjxj/\n8MMPF69nypQpVK9evaxilgvFG4wzZwK63nOnRTeZDOdNiz5kyACpYYC5C+uoSB3Dl9mMOyIC5c/Q\n3egL7UhbDC61cmzAD8CkhsHlrhyLkp8PNhuYzQFbr9QxONyFY68q2YH/Qis1DJ7i49My+EIrdQyO\n4rYoNQxvOh3uypUDfuIskBR3aQZ9CEF/v7ysol0eB4DdjjU5EVfjK8j+fov/67uIsrwV52L/BxWx\njpa5c4h58nHOvjiVgrvvDUCyCwWzjhWxhgBVWjVFyc4m8/cjYAh8/720xUsL56zSFj0CmTX2xusx\nbttCxt7DxVf4BpK0xUsL2O3iY+7CsmQxWWs24bqqWQCSXUja4sUFIqvp6y+pfNst5I15gNznXghQ\nsgtJW7y0gNxStW0rcTf2omD4rZyd/kaAkl1I2uLFBSSrqmJNTkStWo2s1F8CE+wipC1eWqCyxnVo\njf7QQTL2pUFERACSXSgkb4sTQWQy4WrSFP3+fRDefYUVmrOZZwYA/aEDGicR/nA2uxpdbg66zIyS\nnyyEKDPOZp6xQfQH9mucRPiqeL94YJ/GSYQvHC09k1zIcU14c7ZoCYD+oNQxbOl0OJu3QJd2FJxO\nrdMIPzibt0BxOND9cULrKBclnUvlhKtGDRS7HeXPwN5SJYJHrVEDAF16usZJhD/Uwkt6lVOnNE4i\nRMXmql4TAF2GbFPD1V/7RdmehiN3QgJuk0nqF+5MJtSERBSpY1hz1aiJ4nbLyc8wp1YP7e+L0rlU\nTvw1qLd0LoUrtYwGZhfBVTzwpXT0CqEpd2zZjGMngqd4eyo1DE+K4hk3K4QHnxXeKavB9UXwlOXY\nWSJ4isdaDtHxXaVzqZxwF07hqJwNj/tOxUVERuLW6dBJDcOaO6YSIG1RCK25KxW2xT//1DiJ8JUc\n24Q/tVIldNIGw547JsazLZXhN8LWX/tE6awPZ6G+X5TOpXJCLdxg6M7KDjxsKQrumEooUsOwVrzR\nl523EJpSC9ui7BfDl7tSZUA6CMOZu1Ilz/5QOiXCmjumEorDAQUFWkcRPiruXJJ9YlgL9RNn0rlU\nTritCQAhO7iX8I6akCA1DHNqQiIAuj/+0DiJEBWbu7gtyjY1XKmJRTU8rnES4Su1ahKKzYaSmal1\nFOEHNbEqALoT0hbDlataEgD6Y8c0TiL8oVatBoDuRGjWUTqXyglXnboA6A8d1DiJ8Ierbj102dky\n7lIY+6styqwqQmjJVbsOIPvFcOauHIsaFyezVIUxV736gMzaGO6K6mg4KHUMV6660hbLA1fdekDo\nzt4onUvlhKuO54OmO3xI2yDCL8Vfho4c1jaI8NlfNTyibRAhKjh3pcqeQWhlexrWXHXqevaJcltV\nWCr+IiQnXMJa0YkznXTWh63ik5/yXTGsqUnVcZtMIVtHg9YBRGCoCYW3xcmUy2Gt6DYOJUSnlxRe\niIhAjY7xuS1On/4Ku3f/gqIoPPTQWJo0aVr82PbtW3n33TdRVWjXrgN33PFPAJYvX84777yDwWDg\n3//+N127duXEiRM88cQTuFwuEhISePnllzGZTAF5i0KECzWxKrpTJ7WOIfygJiSi2O0oZ/8sHoNJ\nhI/iWzgyZPrzcFZ8W5wcn4Ytt9WKW1FQ5LtieNPpUOOtIbtNlSuXygl35VjcBkPIftCEd9R4KyCd\nhOHOHR/v0857585U0tKOMmfOPMaPf5pp06ae9/jrr09lxowZvPHGXLZt28LBgwfIzs5m1qxZLFy4\nkDfffJPVq1cDMH36dEaMGMHChQupXbs2ixcvDsh7EyKcqPFWdNnZ4HRqHUX4qGi/qMjxTVhSrYXH\nNdLJG9bUorFdpR2GL70ed3y8tMVyQI23oks/pXWMi5LOpfJCUVCrxKPf97vWSYQfig6ipY7hTbVa\n0Z86Cbm5pVouNXU7nTp1BaBOnbqcPfsnubk5ABw7lkZMTCWSkpLQ6XS0a9eB1NRtpKSk0K5dO6Kj\no0lMTOT5558HYOvWrfTo0QOAbt26kZKSErg3KESYcBd12MutcWGraMISw4F9GicRvii64kX/2x6N\nkwh/FE1Wot/7q8ZJhD9UawKGA/vBbtc6ivCD22pFyc8PyTtdpHOpHFGTa6M7cxrldLbWUYSPXA0b\nAaA/ckjbIMIvrtqF97WXcrC9zMxMYmNji3+PjY0js3CGnaysTGJj44ofi4vzPJaWlkZBQQFjxoxh\nxIgRxZ1I+fn5xbfBxcfHkx6COyAhylrRGGiGfXu1DSJ8VjxOiAxCG5bUWsm4dbqQHR9EeMcdH48a\nU0nqGOZc9RoAoD8qJ1zCmau+p46GEOzslTGXyhFHi5YYd2xDf2A/zlattY4jfOCq3wC30SgH0WHO\n2bwFLPkU/YF9uK5q5vN63JcZwPbch06fPs3MmTM5fvw4o0aNYu3atV6v51xxcZEYDPoL/p6QEONd\n4BAgWcW5nM2vBqRjIpwV11Cu6A1PioKzZSsMP+2CggKwWLROJHzkvLoFpo3rUXLO4o6W/Vc4cl7d\nAvOqFeh//x1X/YZaxxE+cjb7a7/o6NBJ4zTnk86lMvLZZ5/w9derMJlM2GwF3Hvvv2jT5roLnnfi\nxHEmTBjH3LkfMGRIf+bPX0RkZKRPr+ls0QoAY8pm6VwKkKDXUa/H2bwFhh9/8AxeGlMpAO+iYtOk\nLba6BgBTyibsA27yejmr1Vp8pRJARkYG1sLxKqzWBLKy/nosPf0UVquV+Pg4WrZsicFgIDk5maio\nKLKysoiMjKSgoACLxcLJkydJTEws8fWzs/Mu+FtCQgzp6We9fg9aCuesFaGjSYu26GjpaYvGLSnk\nj3nAr/zCI9h1dF5xJe6ICIxbNgciviD4NXS0vg5j6g6MW1NwdOkWiLcg0KKO12LauB5jyibsvfoE\n4i1UeFrUEMC48Xvsffr6nV94aFbHzRsouP0uv/MHknQulYETJ46zYsUy3nlnPgaDgaNHjzBlyqSL\nfsgCydG5KwCm1d+Q/69/l+lrVQRa1dHeuQvG1O0Y163B3n9Qmb5WeadZW2zVGndkFKbvvoHJKui8\nuwP52mvbMnfuHAYNupnffvsVq9VKZGQUAElJ1cnNzSUtLQ29PorNmzfyn/88T82aCYwfP5577rmH\nM2fOkJeXR1xcHO3bt+frr79m4MCBfPPNN3TqFFpnNkTFolVbVGvXwZVcB+OG7+WqiQDQpI5mM462\n7TGtXY3u8CHUwlsdhW+0qKG9Ww8i58zC/OVK6VwKEC3q6OjSDaZNxfTVKulcCgBNanhtW9yRkZi/\n+pLcZ18A/YVXq4vS0aKOroaNcCVVx7RuTcgd20jnUhnIycnBbrfhcDgwGAzUqpXMzJlvcfDgAV57\n7SUURSEyMpJXX51a8spKQa2WhKPVNZ5LVk+exF21akDXX9FoVUf7DTcS9dpULMuWSOeSn7SqISYT\ntp7XY1m+FMNPPxZfVViSZs2upnHjJowZcxeKovDoo+NYtWoFUVHRdOnSjcceG8/YsWNxOFx0796L\n5OTaJCQPoZrkAAAgAElEQVTE0Lt3b4YNGwbAhAkT0Ol0PPjgg4wbN45FixZRvXp1Bg2Sz5LQjmZt\nEbDd0JfIObMxrV2N/YZ+AV9/RaJVHW033Ihp7WrMny8h/9+PBnTdFY0WNXS074hqtWJeupicF172\n+oSLuDRN6tjmOtSERMyfLyXnpdekY8JPmmxPzWZsvW/AsvQzDD/swFnGJ3gqAk3qqCjY+95IxNy3\nMG1YF1KdvdK5VAYaNmxEkyZNGTp0AO3adaBt2w506dKNadNe5vHHn6JWrWSWLPmUBQsW0KFD94C+\ntq1vf4w/pGLasgnbwMEBXXdFo1UdnVe3xJVUHWPKJs/AOooSsHVXNFq2RXufvliWL8W4eZPXnUsA\n99334AXvoUiLFq1YtGjRBbd+DR8+nOHDh5/3t8TERObNm+dDciECT9u22I/IObMxbt4onUt+0qqO\ntr79iXniEUybN0rnkp80qaHFgq1XHyI++hDDLz95xiUUftGkjiYTtt43EPHh+xh+3lWqYxtxIc22\npzcOxLL0M0wb10vnUgBoVscbPJ1Lxo0bpHMpmCZunsCK/csCus7+9Qcxsf2kyz7n6aef49Chg2zb\nlsLChfNZtmwxv/66hylTPMs5HA5atQr8ztXRqQsApi+Wl5vOJa1qCBrVUVFwdOqC5ZOPMGzdgrNt\nu8CuXyMVri127IxbUTB/sZz8+x8seQEhgqTCtcVr2nhuA1i1gtznXigXHfYVbb/oTkzE2eRKjJs2\noGRl4q4SH9D1a6UitUVHtx5EfPQh5qWflavOpYrWFh1duhHx4fuYP19arjqXKlRbbN8Jt8GAedkS\n8h55PKDr1lKFa4utr/Uc26z8nNyJk0Lm2Kbcdy5pwe12Y7fbqVOnLnXq1OXmm2/h1luHkJ+fx4wZ\nc1AKi5+QEMNPP/0W0Nd2tmiFq3oNTBvXg+r9WC/iQlrW0da3P5ZPPsK0YV256VzSgpY1VKsl4WzV\nGsMPOyAnB6KjA7p+IcKJlm0RiwV7916YV36O7tBB1Lr1Arv+CkTT/WK/AURN/S/GbVtlIFo/aFVD\n2w034jYaMa1bQ+4zzwdsvRWVZnXs0w+30Yjx+7UlP1lcllY1dMfH4+jQCdP3a1FOncLtxYQv4tI0\n2y9GRobksU2571ya2H6SVz2OgbRy5ef8+OMPTJjwLIqikJubg6qqtG59LVu2bKZduw58993X1KlT\ng6ioKoF9cUXBeU0bzCuWoTt6pFwMfKlFDUHbOjquaQOA4ccfArpeLVW4tgg4WrfBmLodwy8/Syeh\nCBkVsi1e0wbzys8x7tqJLUQOwPxRIfeLrQv3izt3lJvOpQrVFs1mnC1aYdixDfLywMcZIENNhWuL\nZrNnVuOdqSE3kLA/KlRbxDOwt+n7tRh3pmLvfUNA162VCtcWOefY5scfQubYptx3Lmmhb9/+HD58\niHvvvZ2IiEicTicPP/w41avX4KWXJrNgwfuYTGZmzJjGkSMnA/76zqZXYV6xDGPKJmzloHNJK1rW\n0V21Kqo1AeMPO8rVzjvYNG+LV14FgGnzBulcEhWa9m2xKQDGzRuxDbo54OuvKLSso6tpMwBMmzaS\nF9A1Vyxa1tDZrDnG7Vsxbfwe+/Xl4wutVjSt41XNPbMab96Io3vPgK67ItG6hgDG9WvLTeeSVrSt\no2e/aNy4HttNQwK6bl8pbrfbrXUIf/x9YNuEhJgL/haqyiqrfu9vVOnYBnvX7pz5JDD3nv49a0JC\nTEDWCxfW8GKvF8rKKmv0E48Q8d5czny4KGAHYcGso9QQlOws4ps2wNWgIdnrtwZkndIWLy2cs0pb\n9CizrAUFxLdsAkDmL/sCMsuRtMVLK6ussTdej3HbFjJ/3INavUZA1ilt8eLKIqth6xbi+l9PwcDB\nnH37vYCtV9ripZVFVuOmDcTe1I+CocM5O+utgK1X2uLFlUnW/Hzir24MBiOZP+8N2Mx/0hYvrUyy\n2u3Et7wSHHYyd+8HozEgq/WnjjIgTznkatgI55VXYdy4HuXMaa3jCB8V9UCbVq3UOInwlTuuCvau\n3TH8ugf9gX1axxGi4rJYsHfriS4zE/2e/2mdRvjI1rc/AMb167QNInzibHMtrqTqmNav9YwLKsKS\no2171Ph4TzsM72sUKq6ICOw9e6PLSEf/v91apxG+Mpmw9eqN7vRpDD/v0joNIJ1L5ZOiYOvXH8Xp\nxLhpo9ZphI8c17VDjY/H9P1a2XmHMXsfz9TnxnUy+KUQWnJ07AyAcdsWjZMIXzk6SQ3Dmk6Ho1MX\ndNnZ6H/do3Ua4Su9HnuHzuhP/oHu4AGt0wgf2Tt3BcC0ZZO2QYRfio9ttobGflE6l8qp4g/a5g0a\nJxE+0+lwtOuI/lgausOHtE4jfOTo2AnwjPUihNCO47q2ABi3pWicRPjK2aQpanQMxq1Sw3DlaN8R\nAGOK7BPDmaNdewBMWzZrnET4ytGuAwDGFKlhOHO09bTFUNkvSudSOeVo1Rq3xYJpo3QuhTN7B89B\nmEk6JsKWq259XNWSMG3eIFegCaEhV70GqFYrxm2BGf9MaMBgwNm6DYbf96JkZGidRvjg/9m77/C2\nyrv/429tD3lJXvHeM3Z2yB6QhDDLwyrQQClQNqUtZZQffaBPGW0JlDLaUkoLXZSWUgotq4UMSJzp\nTO+ReMdT3paX9Pvj2EocOyTYsiU539d1+UpsHenc1sdfnXPuc5/79A0d0Oq3y2gJT9Z/ztABbY7k\n6KlsMbEMRkYpHb2yf+qxbFHRSo47t7tFjtK5NF0ZDPQvOAdt/mE0pSWubo0Yp/4lyqgX71//0sUt\nEeOmUtG/dDnqpiZ0W+TSOCFcRqWif+FiNNVVMpLQgw2fbff+/W9d3BIxHra4eAajojG89w7qY3Wu\nbo4Yp8H0DGxBQXi9+WeZ39VTqVT0L1mGurkZ/b/fc3VrxAT0L16q5PjBv13dFOlcms76lyodEz7P\n/MTFLRHjNZiWji0wUOkklAmhPVbf6vMA8Hn+WRe3RIizW+8lXwHA5ydPuLglYrysl18FgM9zG2VS\naE+kUtF7gTIXoc9Pn3RxY8S4aTT0rTkfAO+XnndxY8R4Wa+6BgDfxx91cUvERFivvBoA36f+z8Ut\nAa2rGzBd1dXVcsMN15CamoZKpaKvr48777yXWbNmT1kbem69A98fP47X3/9K5w+fxB4aOmXrng7c\nIUNUKnq+eQe+Tz+F7yMP0f7nt6Zu3dOEO+TYe9U12L97D/rPt6IpKWYwOWXK1i2Eu3CLWrz8Kuz3\n3Ys+ZxuawgIG09KnbN3TgTtkaIuNo2/pcvTbPsPrjT9i/doNU7bu6cLVOXZ/6z58XvkV3n98na7v\n/y/2kJApWe904uoMAbrv+Q5ef/sLvs9tpPu7D4CX15Ste7pwdY79q85lMDoGbXkZuk2f0D90MlSc\nOVdnCNB/7loGw8LRFhWi3ZHDwKLFU7buk8nIpUkUExPLiy/+mhdeeJk77riH11//zZSu3270o/f8\nCwAw/PvdKV33dOHqDAF6br4VGJpwr69vytc/Hbg8R5UK63XXA2B45+9Tu24h3Ig71GLPdRsAqcXx\ncnmGQM9d3wLA8LaccBkvV+ZoDwuj97y1ABj+9c8pW+904+paHExLpz9bOYDWf/KfKV33dOLqHHtu\nvwsAr7/9ZUrXO524OkMA69Dxotfbf53ydZ9IOpemSEtLC8HBITzxxGNs26ZMsr1p0yaeeOIxfvGL\n5/nXv95xLLthw1W0Oen65c4f/RgA/ab/OuX1zmZjZbht22c89NBDk5qh3WSm+5bbUHd1otstE9FO\nlKtqseuRx7BrNOg/lVoUAlxXi90P/y92rVa2i07gqu1i35rz6c+apUxg2tnplNc8m7miFjt/olwm\nrv/PhxN+LeG6Wuz88UYA9J987JTXO9u5ohZ7brldufHMp/+BwcEJv97ZzlW12H33t7EFBCrHGS6c\n2Fs6lyZRZWUFd999K7feeiMvvvgzrr32+jGXW7/+Qj4Z6vE/cqSciIhIAgICndIGW1w8A4lJ6Dd9\ngsrS4pTXPJu4Q4YA/eeuAcDwDznTPh7ukKPdP4CB+QvR7d2NurLilMs9//wz3HbbN7j99psoKMgb\n8dju3Tu58sorue22b/Daa8pZkZ07d7Jo0SKuv/56rr/+en70ox8BUFZWxte+9jU2bNjAI488wsDA\ngFN+DyEmwi1q0ehH/8JF6Pbloj5S7pTXPJu4Q4YAfeetRdXXJyOzx8nVOdpiYhlIz0C/+VPU9ccm\n/HpnI1dnCDAwZx42s1mpw64up7zm2cblOapU9K1Zh7qlRU66jJPLMwTQaulbuRpNZQXaPbuc85rj\naYbL1jxFfB97BMN775x+wS+h95LL6Hrs8dMuNzxEDqCi4ig/+MGDJCWNnmslISGJzs4OLBYLn3++\nhbVr1zu3vZdfpczZ86NH6Xz2Bae+9lSQDKFv+SpswSF4//639Nx8K4PpGU59/akgOSoT0ep25mD8\nwfdpf+1PoFKNeHzfvr1UV1fx8su/4+jRIzz11P/x8su/czz+859v5LXXfoda7cPdd9/KypXnArBw\n4UKef37khJobN27k1ltvZeXKlbz00kt88MEHXHLJJU79fYRnklpUtov67Z9j/N/v0/77v4yqRXcn\nGULvFVfj+9xGfH/6JH3r1mMPMjn19afC2Z6j9errMP7wEYz3f4f21//scXUIkiEaDdYrrsbn17/E\n98c/omvoiglPc7bn2Hv1tXj/8XV8H/1/9C9chN0/wGmvPVXO9gwBeq/8Kl7v/gPjDx6i9Z8fgsHg\n1Nc/EzJyaYrExsZhMBhobGxw/OzEkQRr165ny5ZP2bNnN8uXr3LquntuuAmbrxHvP76O/sP3nfra\nZxNXZojBQPe37wPA/7ZvgNXq3Nc/i7gyx94rr8YWEorhg39hePPPox7fu/f4OuPi4unoaKerS7nk\no6amGj8/f2bMmIFarWbx4qXs3XvqMxMVFRVkZ2cDsHz5crZt2+bU30WIiXJpLV5+JYNh4Rg++gCv\nP//Bqa99NnFlhoOpafSuvwhNVSXG79/v1Nc+27gqR+vXrle2iR/+G6/fvuK01z0bufQ449Y7sRsM\n+Lz8C3SfytxLE+GqHPvPWUzfkmVoS4rx/cH3nfa6ZyNX1mLfeWsZSM9El7sXn2ddc7f4aT9yqeux\nx8+ox3Gytbe30dzczJIly2hubgJg7969jsfXrDmfhx66j+joaLycfLcFe1gYrR98QtDaFfjdewdt\nr//FpbPIf1nunOHBg/sdj09mhqBsvDWlJXi/9ir+d36T9hd+Bb6+Tl/PZHHnHKesFv38sXz4KUEr\nF2P8/v3YQsMclzwCNDc3k5qa5vg+MDCI5uZmfH2NtLQ0ExgY5HgsKCiImpoaAEpLS7n99ttpa2vj\n7rvvZunSpaSkpLBlyxYuu+wyPvvsM5qampz6uwjPJbWoXBrX+uGnBK1YhPH/PYgtPJy+89Y5dR2T\nyZ0znMrtYvtv/0DgJevwevtvDMbF0/3Aw6D2nPOm7pzjVNSiPTAIyyefEbRqMcZHH8ZuNNL71euc\n9vpTwZ0znKpatMXE0vr+fwlcf66yf/rbP9K/ZJlT1zHZ3DnHKdkuqlS0/fUdAi9cg/cbf8Q2Ywbd\n9z8MGo3z1jHJ3DnDKdsu6nS0/usjglYtwefnz2KLjMZ6wzecu47TmPadS640fP0lQF9fH9/5zv2E\nhITywx8+wubNnzJr1kzHsiaTGW9vH9asce7wuGGDael0PP0cft+5m8CvrKf3ksvo/Mmz2M3mSVnf\ndHG6DJOTUxw3cJvsDAE6H30cbUE+hn/9E9PunXT9v0eVHTEPHEo+ldypFm3RMXS8+DL+t32DwGsu\np/f8C+h8+jls4TNGLWv/ggn5hh+Ki4vj7rvv5oILLqCqqoobbriBjz/+mAcffJDHHnuMt99+m4UL\nF37haw0LCvJBqx29IxES4nfmv6CLSVvdm1vVYmSUUou33kjAtVcqtfjTn2GbETEp65su3Gq7qNXS\n/stXCbziEnyf/SmG996h88fP0L985eSsbxpxl1q0hc+g/Te/x//r1+F/z+30//bXdD75NAPzFjh9\nXdONO9XiQNYsOp55Hr/v3kPgZRfSu/5COn/8DLaIyElZ33TiLrWIXk/7K68ReNVX8H32abzefovO\n/3uKvvUXOn9d04w71aLdz5/237xOwLVX4Pe9e/H60+t0/vRnDMyaMynrO9mkdi49+eSTHDhwAJVK\nxcMPP+y4RANg+/btPPvss2g0GlasWMFdd9112ud4khkzIvjPf7aO+dgbb7wNKAcWjY0dALS2ttLZ\n2cE550zeiKLea76GLSoa433fwuvdf6Df/jk9N32TnptvPeVcBc8//wx5eYfR67Xceee3SU/PdDwm\nGSqGc5yKDPH1pfXv7+H7xA/xfvkl/L91B73v/gPrjTfTt+6CUz5NcnSvWuy78GJa33kfv+/cjeGj\nD9Dt2kHPN24hxNdIc3OzY7mmpiaCg4MBCA4OoaXl+GONjQ0EBwcTFhbGhRcqG/6YmBiCg4Opr68n\nOjqal19+GYDPPvuMhoYGTsdi6R71sxPfG3fnCW09VS2GhPhJLeKCWrzgIlr/+cHxWtyZQ89Nt9Jz\ny+3Yh2rvZPJ56l7bRVtcPJaPt2B86D68/vk2gVdcgvWqa+i58WYGFpxzyudJju5Ti/3LVtD6n80Y\nH7wP/ZZNBF60lt6rr8V63fX0L1pyyudJhu5Vi73XfA1bXDzG+7+N4cP30W37HOvXb6Lnpm9ii4o+\n5fMkR/epRVt8Apb/bMH4yEN4/e0vBNxwDb0XXoL1ug1ynHEK7liLA3PmYfloM37fu1f5TL3gPKxf\n+zo9N97MYObM07/ABEza2OFdu3ZRUVHBm2++yRNPPMETTzwx4vHHH3+cF154gTfeeINt27ZRWlp6\n2udMV1u3bubee+/gjjvuQT3Jw7n7l63A8vluur73EKpWC74/fRLTwtn4/OzpUXfrOHFy4SeeeILn\nnts44nHJ8LipzBC9nq4fPoFlcw79c+Zi+O/HBGz4KgFXXKpc637SbUQlxzM3lTkOzFuAZdN2Oh/5\nIaquLnyffZo1L/6cz157FXVdLUVFhQQHB+Pjo1z6OGNGBF1dXVRXVzMwMMD27Z+zYMEi3n33XV59\n9VUAGhsbaW5uJiwsjOeff57NmzcD8Pbbb3PuuedO6u8jTk9q8cxNaS3Ona/U4g/+D1VPD77P/hTT\nwln4PP0U6mN1I5aVDM/cVGZoN5vpeOU1Wv/+HoMxsXj97S8EXbQW/5tvQLsjZ9RtmSXHMzdVOQ4m\nJNH2t3/S9oc3sc2IwOsvfyLw0vX4f+0qZd/mpDueSoZnbkqPMxYtwbJlB50/fBLVQD8+Lz6HafFc\nfP/fA2iKCkctLzmeuanK0R5kouOlX2P54BMG0jMxvP+ecpzxlQvQv/8vHENwhkiGZ24qa9EWG6d8\npv72j9gDg/B+/VVMq5fgd/dtaPfnjtouOsukjVzKyclhzRplLpHExETa2tro7OzEaDRSVVVFQEAA\nM2Yol4GsXLmSnJwcWlpaTvmc6WzFilWsWLFq6lao09H9wMP0fPN2fJ59Gq8/vo7vUz/CZ+OP6b30\nf+hfsgxbWBj7craxMikVdV0tiRmJjsmFfX0lw5NNeYYolzq2frgJ3ZZN+D79FPrPNqP/bDMDScn0\nXnoZAxkzsQcEsu/zLaxIz0TV3kZiouT4RaY8R42Gnm99B+uNN+Hz82eZ8/pvyS4u5M5L1oHJxPfX\nX8zHP30CnyAzK5ev5P5v3MJ93/0u/QM2zj13LTExsaSmxvG9732PTz75hP7+fh577DH0ej0XX3wx\nDzzwAC+88ALz589n1aop/L3EmE6csF1q8YtNeS2q1fTc822sX/8GPj9/Fq/Xf4vv00/h87On6b30\nMvqXLMcWHn58u3isTraLp+GK7WL/8pW07NiH4b138PnZ0xjeewfDe+/Qnz2bvgsvZiA5RdkufraZ\nFekzUXW0Sy2exlTn2Hf+BbSctxb9B//C5+fPYvjPRxj+8xGDsXH0XvwVBmZmYQsKYt/nW1mZkoa6\n/hiJ6QmS4RdwyefpHXfTc/2NeL/6Mt6v/Aqfoa++FavpW30eg7Fx2AMD2bd1EysyZqLq7JBaPI2p\nzlE5CboN3Wdb8Hn2p+hztqHP2cZgRCS9l1zGQPYs7CYT+7Z9JrV4hlyxXey7+FKa163H680/4/PC\nz/D66xt4/fUN+hecQ+/5FzCYkIQ9IAB7QAC2gEBlypwJTNswaZ1LTU1NZGYeHxJnMplobGzEaDTS\n2NiIyWQa8VhVVRUWi+WUzxHOZw8y0fWjp+i+7wEMb7+Fz4vP4fX3v+L1978C0BkayryuLsyPPAjz\n5hEYn+iYXFgydBMqFf2rzqV15Wq0uXvwfvXXGN7+G77PPu1YxJHj9++Hd94ZMUm05Oge7P4BdP3g\nh3Tf+11u+8ff+c4LP0Ozfz/s38+8E5ZbA6xZtIjGdz92/MxoNPKrX/1q1GsmJCTw1ltvTahdf/20\nlNySRgYHJ+fshrNpNCq3bmvZznyCImFr1XZWzI2SWnRDJ9ai4e23lB2xt9/C622llkZsF5ctIzA8\nQjJ0N1otvf9zJb1fuRzd51vx/s2vlEt0TphQ1ZHjw/fD++9LLbobrZa+Sy6j7+KvoN2zC68//R6v\nv76Bz0s/dyxyPMMHYNUqAoNDJUN3YzTSc+999Nx2F4aP3sf7Vy+h37oJ/dZNjkVG7KN+/LHUortR\nq+lfuZq2lavRHDqI959/j9cfX8fn5Zcci4yoxTVrCAw0SYbuRq/Hev2NWK/dgH7Tf/F++Zfot25C\nt3vnqEXtWi188gmkj2+Opimb0PtMJpMdz3PGmoDWkyZJdYu2hvjBg9+F+78Nhw7Brl1gsSh/WP7+\noNXC3Lloc3MxmXwJCfGjqurMXlomEZ5C689Vvlp/BZs3Q1WVkuPWreDri8pohPR0tFr1lOXoFu/L\nGXKLtob4wffuhfu+BYcPw44dSoatrcf/XbDAPdoqJky2i2Nzi7aG+CnbxO/dq2wXd+48vl308wOd\nDhYvRpuTI9vFU3CLtl5xifLV1ASbNkFdnZLjZ58p20V/f0hJke3iKbhFWy9co3z9+pfw+edQVgZt\nbUqew7W4bBnabdukFk/B9W31g1u+rnxVV8OWLdDYqOzTfP45+PigCgiApCSpxVNwi7aeu1T5euE5\n2L4dSkqUDDdtAqNROV5ctQrt1q1Si6fgFm297irl69gxpRaPHVNyHDrWUNlskJg47rZOWudSaGjo\niFtfNzQ0EBISMuZj9fX1hIaGotPpTvmcUzl5AlpPmNB1mFu2NSIBLksAwNem5og5mMbLriAkxI+6\nVeeiVnvT2NgxqRmCm743p+B+bdXA0vMc3/nqfUbmWFc/JTm63/tyam7Z1vA4uCxu1I9Pbutkbqiu\nPjeJu746x/3em1NwyxxP8KrhEGZzMJddtoSQED9+/8zxCdulFhVu2dYZ8XBZPDDGdvHtd2S7OAb3\na6sBVh2/M4+vwVe2i6fhlm2du0T5AnxVupEZvvW21OIY3K6thgBYd6njW18vo9TiabhlW7MXKl+A\nL9qRGb75N6nFMbhdWzW+cO7YdwKcyLHGpM0ktXTpUj766CMA8vLyCA0NdQx1i4qKorOz0zEx7aZN\nm1i6dOkXPkdMvYULF7F58yeAkseJkwtLhp5DchTCPUgtej7JcHqQHD2fZDg9SI6eTzIUJ5q0kUtz\n584lMzOTa665BpVKxaOPPsrbb7+Nn58fa9eu5bHHHuO+++4D4MILLyQ+Pp74+PhRzxGuk5U1i9TU\ndG6//Sb0ei3f/e6DvP/+e/j6GrnyykslQw8hOQrhHqQWPZ9kOD1Ijp5PMpweJEfPJxmKE6ns45n0\nwY2cPLzM7YacfQFPbqszL8UZ6z3w5PfGnU1ljp78vrgzqcVT8+S2Si0qPLmtUovHeXJbpRYVntxW\nqcXjPLmtUosKT26r1OJxntxWt7gsTgghhBBCCCGEEEJMf9K5JIQQQgghhBBCCCHGzeMvixNCCCGE\nEEIIIYQQriMjl4QQQgghhBBCCCHEuEnnkhBCCCGEEEIIIYQYN+lcEkIIIYQQQgghhBDjJp1LQggh\nhBBCCCGEEGLcpHNJCCGEEEIIIYQQQoybdC4JIYQQQgghhBBCiHHTuroBzvTkk09y4MABVCoVDz/8\nMNnZ2a5uksPOnTu59957SU5OBiAlJYVbbrmFBx54gMHBQUJCQnj66afR6/Uua2NxcTF33nknN954\nIxs2bKCurm7M9r377ru8/vrrqNVqrr76aq666iqntUEynDjJ8Yt5Qo6S4RfzhAxBcjwdT8hRMvxi\nnpAhSI6n4wk5SoZfzBMyBMnxdDwhR8nwi3lChjCJOdqniZ07d9pvvfVWu91ut5eWltqvvvpqF7do\npB07dtjvueeeET976KGH7O+//77dbrfbn3nmGfuf/vQnVzTNbrfb7V1dXfYNGzbYH3nkEfsf/vCH\nU7avq6vLvm7dOnt7e7u9p6fHftFFF9ktFotT2iAZTpzkeHrunqNkeHrunqHdLjmeCXfPUTI8PXfP\n0G6XHM+Eu+coGZ6eu2dot0uOZ8Ldc5QMT8/dM7TbJzfHaXNZXE5ODmvWrAEgMTGRtrY2Ojs7Xdyq\nL7Zz507OO+88AFavXk1OTo7L2qLX63nllVcIDQ11/Gys9h04cICsrCz8/Pzw8vJi7ty55ObmOqUN\nkuHESY7j4045Sobj404ZguQ4Xu6Uo2Q4Pu6UIUiO4+VOOUqG4+NOGYLkOF7ulKNkOD7ulCFMbo7T\npnOpqamJoKAgx/cmk4nGxkYXtmi00tJSbr/9dq699lq2bdtGT0+PY0ic2Wx2aXu1Wi1eXl4jfjZW\n+5qamjCZTI5lnPk+S4YTJzmeGXfOUTI8M+6cIUiOZ8qdc5QMz4w7ZwiS45ly5xwlwzPjzhmC5Him\n3FQWI2AAACAASURBVDlHyfDMuHOGMLk5Tqs5l05kt9td3YQR4uLiuPvuu7nggguoqqrihhtuYHBw\n0PG4u7X3ZKdq32S2293eE0/PECRH8PwcJUPPzxAkR/D8HCVDz88QJEfw/BwlQ8/PECRH8PwcJUPP\nzxAmluO0GbkUGhpKU1OT4/uGhgZCQkJc2KKRwsLCuPDCC1GpVMTExBAcHExbWxtWqxWA+vr6EUPT\n3IGPj8+o9o31Pjur3ZLh5JAcR/LEHCXDkTwxQ5AcT+aJOUqGI3lihiA5nswTc5QMR/LEDEFyPJkn\n5igZjuSJGYLzcpw2nUtLly7lo48+AiAvL4/Q0FCMRqOLW3Xcu+++y6uvvgpAY2Mjzc3NXH755Y42\nf/zxxyxfvtyVTRxlyZIlo9o3a9YsDh06RHt7O11dXeTm5jJ//nynrE8ynByS40iemKNkOJInZgiS\n48k8MUfJcCRPzBAkx5N5Yo6S4UiemCFIjifzxBwlw5E8MUNwXo4quyeMzTpDGzduZM+ePahUKh59\n9FHS0tJc3SSHzs5Ovve979He3k5/fz9333036enpPPjgg/T29hIREcFTTz2FTqdzSfsOHz7MT37y\nE2pqatBqtYSFhbFx40YeeuihUe378MMPefXVV1GpVGzYsIFLL73Uae2QDCdGcjw9d89RMjw9d88Q\nJMcz4e45Soan5+4ZguR4Jtw9R8nw9Nw9Q5Acz4S75ygZnp67ZwiTm+O06lwSQgghhBBCCCGEEFNr\n2lwWJ4QQQgghhBBCCCGmnnQuCSGEEEIIIYQQQohxk84lIYQQQgghhBBCCDFu0rkkhBBCCCGEEEII\nIcZNOpeEEEIIIYQQQgghxLhJ55IQQgghhBBCCCGEGDfpXBJCCCGEEEIIIYQQ4yadS0IIIYQQQggh\nhBBi3KRzSQghhBBCCCGEEEKMm3QuCSGEEEIIIYQQQohxk84lIYQQQgghhBBCCDFu0rkkhBBCCCGE\nEEIIIcZNOpeEEEIIIYQQQgghxLhJ55IQQgghhBBCCCGEGDfpXBJCCCGEEEIIIYQQ4yadS0IIIYQQ\nQgghhBBi3LSubsBENTZ2jPg+KMgHi6XbRa35cjy5rSEhfk577ZMzHGt97syT2zqZOXry++LOpBZP\nzZPbKrWo8OS2Si0e58ltlVpUeHJbpRaP8+S2Si0qPLmtUovHeXJbv0yO027kklarcXUTzpi01X3W\nNxHSVteva6Kkre6zvomQtrp+XRMlbXWf9U2EtNX165ooaav7rG8ipK2uX9dESVvdZ30Tcba0ddp1\nLgkhhBBCCCGEEEKIqSOdS0IIIYQQQgghhBBi3KRzSQghhBBCCCGEEEKMm3QuCSGEEEIIIYQQQohx\n8/i7xYnJY7fb2VO/ix11OWRHpbMy5HxXN0mMQ3NPM59UfkxVRyXfWX4Panxc3STxJdjsNspbyyi2\nFFHaWsycmCyWB691dbPEl2C326nrqqW0tYTy1jKarU3ct+JewMvVTRNfUld/F2WtJRxqPEhcWCRL\nzee5ukniS7Lb7TT0NFDcUsi+hr18e/ndgN7VzRJfknXAyuaqT8lvPsyShIUsMq1ydZPEl2S32znU\ndID9Dfto6mnkgVXfRQ5NPU/fYB9H2srZVvsZMyNTWRi0wtVNEuPQN9jHzroccuv3cP+q7zDeMUhS\nwQKAnoEe9jfksq8hlxJLESWWYkosRVh6LQAkBiWSc610Lrkzu91OVUclO+tyKGwpoKRVyfBIWzk2\nuw2A7KgM1oZf4uKWilOx2+00dNeT13yYg4372VmXw76GvbRYWxzLpJak8tlXpXPJnXX0tZPXnMfh\nxgPsGNpQV3dWjVhmXswsVoWud1ELxZmwDljJrd9DbsNedtZtJ6/p8Igcs0Kz+ORK6Vxyd7WdNeyq\n28He+t3sqd9NaWsJbb2tjsfnx85miflcF7ZQnE57bxu7j+2koKWAEksRxZYiCprz6R7oAmB25Ww+\nvnyri1spvkj/YD9FlkLymg5xuPkQFe1H2d+Qy7GuOscyixMWsNi02oWtFKfT3d/N/oZc9tTvZm/9\nbsdxxqB9EIAFEQv492WfuLiV4nRqO2s43HSQQ00HOdR4kMKWfCrajzpyXJa0iHkBS8f12tK5dJax\n2+00W5spay2lqKWA/ObD7GvYy8HGA44/KACNSkNcQDzr4i5gXdx6LslaD90ubLgYoXewl6r2SmUH\nqyWPw02H2Fm3naaephHLBRmCWBi+iLVx61kSsZTzM1fT1NTpolaLYd393ZRYiihsKSC/OY+qjkqq\nOyo50n5kxEEPQLRfDOfGrCXDPJPkoBTWZ56LvctFDRcOA7YBjrYdoaAln/zmw0MZVnGkrZy6rtoR\ny5q9zFwQfzHppnTiAxJJNaWxJmOF1KIbGB5VVt5WRnVHFZXtFZS2FlPQnE9pa8mI7WKYTzjLI1eS\nHJRCclAqNyy4FqwubLxw6Bvso7ytjJqOKqo6qihrG97HyaOhu96xnEalIT4ggSURy0gJSuWcGYu4\nNPVSqUU3Ybfbqe8+RllrKYUtBeQ1HWJnXQ4lrcUjltOqtSQFJrM2dj1LI5exJn0lNtkuuo2u/i7K\n28oosRRxuOkQBxr3s7tuB9bBkR+YZi8zV6Vcw/KolaSbMliTuoLGxg4XtVqcyGJtoaL9KFUdlZRY\niilvKyOv6TDFlkL6bf2O5QINgcwNm09yYArZobO5aeH1crzoJoaP+atPyLCgOZ9DTQeo6qgcsazJ\ny8S8sAXMDM7i0sT/YX3S+nHXonQuTVPDO1pFLQUUDn0VtRRQ01lNz0DPiGV1ah2zQ+cyL2w+C8LP\nIdWUTnxAAgaNwbFMiK8fjd3ygT/VGrsbKbIUDOVYSH7zYSraj47YWR42wzeCixO+wsIZ55AdPJvk\noFSCvYNRqVSOZU78v5h81gErJa3FFLUUUNRSSFFLAQUt+VS2V2DHPmJZvVpPjH8sSyKWkW7OINOc\nxTkzFhPqEzpiuWAfPxq7pBanyqBtkIqOo478ClvyKWwppNRSTJ+tb8SyKlTM8I1gZdRqMswzyQye\nycLwRcT6x42qPanFqXfy5+lwnq0ndegCGHV+zAtbwOzQOSwMX8T88IVEGCNHLBPi50ejVWpxKg13\n6ha2FDiyLGoppLS1ZMQBz7AoYzTnx13AOTOWMDd0HnPD5uOlHXk5qtSiazT3NHO46SA763I43HSQ\nI23lVHVU0j0w8sjUqPNjWeQKFoQvJDtkDilBqcT5x6PT6BzLmGW76BL9g/0UWgrYWbudw02HONJe\nzpG28hGjkYalmzKYH76QmcHZpJszSQpMxuxllvpzsf7Bfio7jlLaWkqxpYjc+j3sqttBY0/DqGW9\ntd5kBWezcMZi5obOY1HEEsJ8wkdkKMeLrmEdsFLeVkappZj9jfvYWZdDQXM+nf2jszB7mVkffxGz\nQ+aQFZxNVsisUTlOhHQueTC73U57Xxt1XXWOURDDB0BlbaUM2AZGLB9oCCQpMIVIvygSAhJJCUol\nw5xJqikdb623i34L0TfYR3NPE0fayik8YWe5qKWAZmvziGU1Kg1RftEsi1xBlF80SYEppJvSyQzO\nYoZvhGykXWD4UrZiSxEHGvdzoGEfdV211Hcfo6qj0nFJ4jCzl5klEctINaWRakonwzyTuIB4QrxD\nUKvkHguu0t7bRklrMQcbD7C/IZeazhoau+s52n5kVIe8j9bH8dmZZsog3ZxBQkAiM4wRIzrlxdSz\nDljJaz5EiaWYpp4mqjoqTvl5qlapiQ9IYGnkClKDUonyiyHSGEVyUAoRxkipRxeq7zrGoaYD1HfV\nc6y7jhJL8VAnUjG9g70jlvXR+jIzOItMcxYx/rFE+UUT6x9HSlAqAYZAF/0Gwm6309jTSOXQ6Icj\nbeWUtZZS3lZGeWupY9qFYQGGQBICk4jxiyU5KGVoH3UmqaY0tGo5XHGV3sFeajqqqBzKsLytjCOt\nZZS1lVLRfnTEsYYKFVF+0ayIWk1CQALJQSlkmrPIDJ4ptehC7b1tlLaWUNVRSWVHJVXtFVR2VFDW\nWkp1R9WIEbqgnKxeF7ueuID4oWONZBICEon1j0ej1rjotzi7Dc8VWNVeQVVHpZJleyVH2soobyuj\ntrNmxElrjUpDclAKcQEJxPjFEB+QQGJgMummDEJ9wib1eFE+rT1EZ18HhS0FHGo6SFFLAQca95HX\ndHjUEFNQzvLMCplNalA6qaZ0Uk1ppJnSpfPBxQZtg9R0VnOgcT/FlkIONR5kf0MutV01o5ZVoSLG\nP5b54QuHclQyTApKkY5AF+gf7Ke2q8Zx6VNlewXVnVVUtVdS1lY66iydRqXB7B2sjAQMSifNlEaa\nOYPUoHRCfEJc9Fuc3YYPdKo6KqgeunSmemgDPXzAczI/vT9JgSlD9ZdB2lCHYLRfjHQ8uNBwltVD\n9Xi0/SiHmw5Q2FJAWWvpqBEsKlTE+sc5RuYO55kUmDxqFIuYOt393RzrqqW2q5bqjipKLMUcbNxP\nsaVo1KWloJw1TzNlODrm04KUf6P8oqUeXazVaqHQUsihxv3sa8jlYON+KtsrxtxH1aq1xPjFcs6M\nxaQEpTE/fCHzwhaMGmktptbwSOtSSzG7ju3gYKNy6cxYo5BAOWE9J3QeqUFpLAg/h7lh84kLiJcT\nLC7U2ddBVUcVlR0VFDbnU2QpJL85j/zmw2MuH+wdwrywBSQEJpIYkERyUCqZwTOJ8YuVWnShjr52\nqjqqhgYbKCOtdx3LGTX1ybAI30iWRCwjITCJ5KBk0k2ZzAtfgFFnnOKWK6RzyQ3Y7Dbqu45xrKtu\naCdr6AB26N/qjspRZ3i0ai2pQelEGiMJ8w0nISDJceATaYySDwUX6OrvoqajmvruY0MHr5VUd1Y5\nsqztrB41mizUJ4xlkSsI9g4m2i+WlKBU0kzpJAel4qOTu7pNJbvdTm1nzdCoh5Kh0YD5VHVU0dTT\nOOoytmERvpGsj7uQNFMGM4OzmB06Vw52XMhibSGv+bDjpgQFzflUdVbR0HVszAMdUHaSl0etUkYB\nmpUMEwITZSfZhTr7OymzlFDQks+RtjLqu+qp7qymuqOSms7qUaNXQDmxkh0yi9mhc8kwzyTUJ4wI\nYySJAUnyeeoCw52ARS0FHGkrd1z2VGIp5lhX7aj9mmEzfCM4P+4CZoXMIcovmlCfUBICkojxj5XP\nVRew2+009TRR2XGUmo5qqjqqqBnat6nurKamo2pUln56f1JMacT4xRLtF0OMfyyx/rGOkUkyEmnq\n9Q32UdNZTU1ntWMftaajmqpO5Tijsr1i1NyrkcYolkYsJ9o/hmi/GGL940gMTCIhIJEgL5MLf5uz\nk81uo6y1lBJLMUfbj1DVUeGoyerOqlFzdoIy5cLSiOXMDMkm1i+WaH+lJqP9ovHT+7vgtxDd/d2U\ntZZwtP0Ile2VVHcOH+9XnzLHCN9ILoy/hFj/OGKG6jHKL4Y4/3i327+RT/cpNGAboLKjgiOtZeS3\n5HO0q4S8Y/kUWYro6h97MklvrTdRxmjmhM0jISCRWUPXm6ebM+WMq4tYrC1D17WWcLj5EJVd5eQ3\nFFDRfvSUzwnzCWdWyBxi/WPJMGcxM3gmaaYMGU02xYZ3ksvbypShpK3KcNLKriOUNJeOqkO9Wk+k\nXxRJQclEGqOIGfowj/KLJtovmkhjtNShC3T1dw0drJadcJlFGUc7ymnoGjlPgAoVYb7hjhEOUX7R\nRBujiR66fCbaGE2gV5CLfpOzm81uo65TmUx7OMMaawV7qveOOaITlMtK00wZo7JMNaUR758gn6cu\n0DvYy9G2I44My9vKKOso4nB9Hu19baOWN+r8iDBGkBUym0hjJDOMEUT4RpIQmEh28Cz8DQEu+C3E\noG2Quq5ajrYfIb/pMJU95eyrVUYEdvS1j/kcH60PkcYo5obNJ9WUTqZ5JnNC55EQmCgdgS7S2dfB\nkbZyDjUdpKy1lKNdpRw4dojqMS7THzY8gkWZCymJ2aHzmB06R06wuEhHX7vjs7S8rYzK7nL21e7n\nSFv5mCdWfLS+RPtFMy9sPlFGpeMoZeiKh2i/GOnMdQG73U6LtcVx2VqppYTijnwKGgqpaD86Zi0O\n5zg/bAFRfjEkByaTZs4gMSCJCGOkx+zfTOpf25NPPsmBAwdQqVQ8/PDDZGdnOx7bvn07zz77LBqN\nhhUrVnDXXXcB8O677/Kb3/wGrVbLt771LVatWjWZTXS6/sF+qjorOdp2xHHw4ziA7agYNXJFp9aR\nGJhESlAaEcZIwn1nEO0X7eiRdPVkd88//wx5eYfR67Xceee3SU/PdDw2XTMEpQPpSFs5R9uPOPIb\nznKss63B3iEsj1xJrH8cYb7hRBmHDnz8lTk8XL2BPttyHL7jTH7zYfKb8ylozqPIUsiRtvIxd5K9\ntd7E+SeQEJhIVnA2KUFpJAUlkxiQNGLSUFc6GzNs6K4nvzmPYkshJZYSiizKCIixJrRXq9TEBcaR\nacoiO2S2ckevwBRSTGn46nxd8BuM7WzMsbGnkbLWEoqHblk8vG082nZkzNFkId6hrIhaTXJQMilB\naSQHpRDuM4MZxgi3yPJsyxCUjsDazhoKmvMoaS0ZkWN1R9WokZ1qlZrkwBSWRC4jLSidhMBEEgKS\niDBGuM18VmdjjsMnOWs6qqlsr3DMm1PeqtzZ6+SbFGhUGmW+lcgVxPjHEm2MJvKEkysmL5Pso7pA\n72AvFW1Hh/ZNyx3zWBW2FIw5EXOwdwgLws8h1j9uqFM+hki/KKL9ookwRrl8uoWzMcfewV7KWksp\nblH2TY+0lzuON5p6Gkctb9T5kWbKUK5wMGcQ759AjL9ysjPI4No6hLMzQ4C23lbHvs3wSRalQ6l8\nzBFIZi8zC8MXOebqjPaLJXroZFmgIcjlOTrDpHUu7dq1i4qKCt58803Kysp4+OGHefPNNx2PP/74\n47z66quEhYWxYcMGzj//fMxmMy+99BJ///vf6e7u5oUXXnDbP7RWq4XS1hLKWkspay0d+n/JKe9Y\nYvYyMytkDgkBiSQEKpNpr0hZjG+/2W17lPft20t1dRUvv/w72tsbuP/+B3n55d85Hvf0DAdsA1S2\nHx3KrsyRYbGlaMwPdq1aS6x/HPPDF5IQkEh8YCIzzdksSZ7HQKd7ZgjTP8fO/k7lLmzNyi3hh/89\nuRPQS+NFXEA8cQHLifdPUIZ2ByaSEJBIVlwKzU3uex/j6Z5hV38XhS35FAx1BBa0KBm2WFtGLKdW\nqYnyi2Fl1GriAxIc+Q1fMhMZbnbr2xhP9xxrO2vIrd9LiaWIIksh5a2llLWVjdmha9T5kTI02igh\nMIH4oRwXJs7C3mVw2x2s6Z7h8GUXh5oOUGpRtoklrSWUt5aOuosXQLjvDBZFLFG2iQGJjn2cBYnZ\ndLUOjrEG9zDdc+wb7HOcVHF0Hg3NpzNWjgaNgQxzJvEBCcQFxJMSlMbSpIUE2sLddnTudM/Qbrc7\nji+qhyZiLrYUUmopobqzasyRDzF+sayOPo8Y/7ihE2WpnJM0B1W3+87VOd1z7BnoIa/p0NAdLgsp\nsyjHipUdFaMyVKvURPvFkBWcfcL+TSLz4rMJGJzcSZgnYrpnCMoxY3lrGQUteRQ055Hfkk9+cx6V\nY1y1olfrifWPY9GMxSO2iytTF2Pvmv6jASftiDgnJ4c1a9YAkJiYSFtbG52dnRiNRqqqqggICGDG\njBkArFy5kpycHMxmM4sXL8ZoNGI0GvnRj340Wc07Yza7bWiiySJKWovZ37CP3Po9HG0/MmpZX52R\nrOBskoJSlA20f/zQDlfCmJddhJj83PpAaO/e3SxfvgpQMuzoaKerqxNfX8/KEJRhwiWWYkpaiyls\nKWBv/W72N+SOuguUChXRfjGsi11PfGAicf7xykFsQCJRftFjdgQGefvR2Ck5TrZB2yBH28uHJidU\nvgqa86hoPzrirLkKFfEBCSyJXE6GOZN0Uybp5nTiA049TN8dzqJ/kemU4ZG2cgpa8sgb6gg8VYax\n/nGcM2MJGeZM0kzpyh0uTWkuHwU4EdMlx+7+bsfNJYa3jYXNBaMuZdOr9UM7yCtJDEwiOSiFxMAk\n4vwTTjl5r7vfxni6ZAhQ11lLRUeFkqGlmMKWfPYc2z3q1sXeWm8SA5NJGhplnWbKcHRCnGokmY/O\nhy4kx6nQarWQ35xHXvMh8pvzyK3fQ0lr8aiR8l4aLxIDk8kwZypz6BhjSAxKJt4/nhCf0FHbwZAQ\n2UedKt393ZQO7Z8eajpIbv2eU95GPNQnjIXhixwHrPEBiUOfq2PPvSKfqVNjwDZAxdDVDkWWoqGR\n83mUWIpGDToIHrrhS3JgirJ/M9SRFOUXg16jH/XaIWapxaky1pUPBS35lFiKRl2SaPYysyJqNRnm\nTBICEokLUI4Zo4zRY95VL9jHj8Yu983RWSatc6mpqYnMzOND4kwmE42NjRiNRhobGzGZTCMeq6qq\noqenB6vVyu233057ezv33HMPixcvnqwmjjJgG6CstZS85kPk1u9hb/0e8psPj+qACDAEsjr6PFJM\naSQFJpMYmERSYDJhPuFu26s8Hs3NzaSmpjm+DwwMorm5GV9f980QoMXazKHGg44N9P6GXKo7q0Ys\no0JFmimdrJBZjgwTA5OJD0hw+fBgZ/PEHJt6moZGIR3vRCqyFI6qRbOXmWWRK0g3Z5Bhnkm6KcPt\nLoNyBk/McLgO85vzhs705FPUUjDqMiiTl4mlkctJN2WQbs4k3ZxBqindZXe5mEyeluPwpYnFliKK\nLUUUthSQO7RdPPnWxWE+4ayPv4j5YQtIM6WTEpRGtF/MtLttsadlOKy+u578psOOOwflNuyhrLV0\n1HKJgUmsC1nP3NB5JAelkhyU4jaXsTmTp+bYarVwoHE/Bxr3c7BxP/sb9406c+6j9WFWyBwyzVlk\nhWQT5x9PrH/ctKtHT81wuBa3137O4aaDlLSWUNVeMeo24kmBycwMziYjeObQ3HIx03IibU/M0Wa3\nUd5aRn7zYQ407mdfw172HNs1av/GR+tDVnC2Yz6r1KHjRsnQ9RmCMvCgYHjU/NB+akFz3phXPqSZ\nMkg3ZwydsFb2V0O9Q6fVcb+zTNm1PHb72HdaOllraysvvvgitbW13HDDDWzatOkLgwsK8kGrHbmx\nDAnxO+16+gf7OVh/kB3VO9hauZW9tXupbKsc0busVWuZGTqTjJAM0sxppIekkxWaRYo5xWl/TGfS\nVlfx9tbh7+/taKNWq8Zk8iUkxI+qqlM/zxkZwpm9N3UddeTW5ZJbl8u+Y/vIrculoq1ixDJhvmGs\nS1znyDAtOI15M+bhZ3Deey85jr8W7XY7R1uPsqViC1srtrKlYgvllvIRy+g1ejJDMskKyyI7NFv5\nNyybMF/nDROWDMdfi3a7nT21e9hTu4ctFVvYVbOLI60jR3caNAYyQjLICssiK1TJLys0i3Cjczvl\nJcfx12JLTws7qneQU5XDwYaD5NblUt1ePWIZg8bAOVHnsDBiIbPCZ5EenE5qcCqBXoGnff0zJRlO\nbLtoHbCyvWo726u2c6D+ADuqd4zK0ag3cnHKxcwMmUmiKZGZoTNJNiVj9jGf9vXPlOQ4/loEsPRY\n2Fu3l721e5V/6/aO2jaavc2sS1zHnPA5ZIdlkx2WTao51WlzBUqGE9suVrdXk1uX66jFww2HqekY\nOcIzzDeMFbEryAzJJDM0k1lhs5gVPguj3nknWCTHidViS08LO6t3sqN6BztqdrCzeidtvSNvVpAd\nls3s8NmkmFJIC04jOyybhKAEp3XoSoYT2y529Hawt24ve2r3cLD+INuqto36PFWhItGUyKr4Vcf3\nU8OySAxKPCtyPNl42zppnUuhoaE0NTU5vm9oaCAkJGTMx+rr6wkNDcXb25s5c+ag1WqJiYnB19eX\nlpYWzOZT7+xYLCOvHT/VMN66zlr21O9m79DXgYZ9I3qYzV5mskNmOYZ8zwtbQFZI9uhRLHZoahr7\nzm5flrsPOfb1DeDIkWoaGzsICfGjrq4etdqbxsaOSc0Qxn5vOvs7Odx0iF11O9hVl8P+xn2jJvYN\n9g7h3Jg1ZAXPIis4mzlh84gyRo/6sLK2g9VJQ/YlR8WZ1iJAeVsZn1dvZXvt5+yo3T7icpoAQyBr\nYtaRFZJNuimTDPNMEgITR1+S2ANNPVKLrqhFu91OQUs++xtyOdR0gB21OeQ1H3I8bvIysTr6PLJD\nZjMzOIt0U+bYGVqhyeqcDE/VVnfibrU4aBvkYON+dh/byZtFb3Co6cCIx4O9Q1gffxHppnQSA5NJ\nN2eSEpQ66tLE/g5o7JDPU1fUosXaQllrKUfayilsKWBr9WYONx0cMbIs2DuY9XEXkhmcRYZ5Jpnm\nTGL940ftLNu6cNqQfclRcaa12DfYx65jO9jXkMuBhn0caNw36g60Ji8Tq6LPZVbIHOUrdPaY+zet\nLVZg9ET5X5ZkqDjTWuzu72b3sZ3sa9hLbsNecuv3jNpHjfCNZG3s+WSaszhnxiLmhs0fcxRLT5ud\nHtlHdVktFlkKyWs6xLaaz9hbv5vS1pIRyyQEJLI2dj2Z5ixmhc4mw5yJyeukddugpXn03854SIaK\nM61FUEbP5zfnsbVqM5urPiG/OW/EDQsCDIEsj1pFxvCo+VNd+XAW5Xiik9v6ZTqaJq1zaenSpbzw\nwgtcc8015OXlERoaitGo9MJHRUXR2dlJdXU14eHhbNq0iY0bN+Lj48NDDz3EN7/5Tdra2uju7iYo\n6MvdIrqjt4Pc+j1UtldQZCmkoDmfg437R1wWpVapSTdlMi9sAfPDF7AgfCEJAUkytO0kCxcu4tVX\nX+ayy64gLy+P4OBgfHyUopvMDHsHeylqqiWnfC+Hmg44Jmg+eUcryhjNBfEXkx2idCRlh8yedpcm\nOoMrcuwZ6GFL6S5KG2uo6ayhrquW6o4q6rpqOdZVR03n8bPowd7BXJzwFRZHLGFxxDLSTRnTMdaB\naQAAIABJREFUaui+M7giQ7vdzr78D2m215NnbaSmq5aajiqqOiqp7KgYcYmiChXnx13AxQlfYVbo\nHFKD0qQOx+CKHG12G0dbj3K4roRjXbXUdNYoOXZWsefYTpp6lJ0+FSqWRa5g4YxFLAhbyKzQuQR7\nB0/K++DJXJKhbZBdH/4Ci6qFMrWVSm0X5V0VHGkro6qjcsSyOrWOuWHzyTTPZHXMGrKDZ3nULYyn\niqv2b9qsbeTW51I6NEn68M1EiiwFI+ZICjIEOTqSskNmMytkNtF+MZLjCVyVYc9AD7l1JRysLKSo\npcAxr87JN/SZ4RvBhfGXMCtkNvPCFzArZDYBBueN8JwuXJHjgG2AvdW7OVRTQmV7BVUdFRRbiqnu\nqKSqY+RVLH56f1ZGrWZe+ALmhy1gTuh8zN7OG+E5HbiqFluszVTWFlNYU0Z1ZzUVbUcpHJpou777\nmGM5vVpPmjmDpRHLmRM6d+hyYeeNKhMjqexner3aOGzcuJE9e/agUql49NFHyc/Px8/Pj7Vr17J7\n9242btwIwLp167j55psB+Mtf/sJbb70FwB133MF55533hes4sVftucd+SsVADINqsKk4/q9GhUqn\nR6PzQq81oNfoUeH6+QM0GhWDg5P29jtFxf53aW8oJcDoxeOP/i8lJUX4+hq58spLJyXD+pI9fPLo\n79mTsIQBtZLhoApsahUqrRa1RodG74Ve54VG5R53aJMcFSfm+Px3H6HWMJNBNQwM1eLA0JdNo0at\n1aE1+KDXeqFTO2f4/kRIhooTMzyy530O//gDtiUvxa5S6lCpRbCr1di1GlR6A2qDN1qdQT5Tz9BU\n5/jM9/+POnWKIzvbcI4qsGlUaLQGNHoDOr0PWqnFMzLVGZZt/Sv5z3/GtuSljp+NqEW1GpVGA1ot\nGr0XKq0Ou1YLLpwnSXJUjKjF/32KGlu8Y9/UdsJnqkqj7N9odV7odF5onHRZ20RIhooTM6w6uInN\nP/0He+OXOPZPh/NEq0WjNaDTGZQMZR/1jE11ji99+xGqvGeOqEGbCuwq5TMVrRaVVodGZ0Cr8wKN\nBnBdx65kqBixXdz5Lnue+w+7E5YeP1Yc+rKrVag0xzPU67xRaVxfj56Q47AVc6O4ZFGM4/svM3Jp\nUjuXpsKJf2i/fOJFjnYFozrVb6RC2eHS6bBrdaDTHf+/C84GnS1/ZKdzYobdjdW88YMXKTbNPnWO\nAGoV9uH8dHrsXt6gdc0Hh+SoODHH37z4BoWNWtSDdlQ229hZqsCu12P38gJvHyVPF228JUPFiRkO\ndnXyu6deplAXj8pmQ22zoxochLHeJo1aydLbR8nTRRtxyVFxYo6/fuqXlHSZlPy+6K1RgV0ztH30\n9sbu4+OSzgnJUHFihrZeK7/52esUD4TDcC3abKhsNhgcfTvyYXaNBry9lLo0GKY0T8lRcWKOL//v\nM5QPRH5xHQ5Tq5Vtol6P3WBQPlenuB4lQ8WJGbZWFPLvR1/h0IwFX/wkFY7jDLtOC3oDdoOXHGuc\nxlTl+OJPf8WRLrNju3jK/dRhKhV2vQ4MXti9vJTP0yncX5UMFSdm2FVVwl+f+B0FwbNQnW7/BpT9\nVJ3yeYrBMOUZwtmT47TqXAIIMfvSVF6DqqUFdUsz6uYmNOVlaIqL0BYVoikuQt3WOuI5drWavgsv\noecbt9A/fyF4T83dws6Way9PZ6z3ICTYSFNpFer6etT1x1A31KOur0dTXYm6qhJNdTWa4kJUA8eH\nkduCg+nZcCO9l1zG4MysKduIS46KUbU4vC67HVVzs5JddTWamirUFUfR7d+Hdt9epcMCsBsM9C1f\nSe+l/0PfhRdj9w9wWttORzJUjFmLJ67PbkfV2YG6oR5NeRnaA/vRHjyANj8PTeVRx3MGY+PoveQy\nrNduYDA5xWntOx3JUXHKWuzpQW1pQWWxKNvH2ho0lRVoKitQV1agLSlCPTQ3gt3Li/4Fi+hfthzr\n1ddii4xyWvu+iGSoOG0tDhsYUPJsbEBz9Iiyv1NxFM3RcrR5h47n6e1N33nr6Ft1LtYrrgbfyb2j\npuSoGLMWq5tQtbWhtrSgbmpE1dyEurFB2c85dgxNXS3q6io05WVKByLKidH+hYuwXnc9/ctXYpsR\n4bQ2nopkqBizFv31NBcdRd3U6Ng/VdcfG/qqV/IrLUHddXxOQZuvkf7lK+i58Wb6Fy+TY40xuGS7\nOMxqRd3WiqqpCU11FeqqCjR1dajratEUFqAtzHcccwyGz8C64ev0Xn4Vg0nJTmvjqUiGilNuFxva\nobv7+P7N0GeqpuKooz61+YfRVBx1PM9m9KPv4kuVz9RFS5zWxi9ytuQ4/TqXThec3a4cGBUVoilR\nOpx0WzahPaLMGG/zD6D3yqvpvutebNExp34dJzhb/shO54x3ok/W14fmSDn6Tf9Ft3MHus+3OjoO\n+7NmYb3ueqxfv2nSRzRJjoovXYuAqq0Vw7/fQ7svF93unWjzDwPKh37PXd+i54absA/dCGAySYaK\ncdcioC4vw/Dh++hyPkeXsx11ext2lYq+Cy7GesVV9K27AAyG077OREiOivHUIqBsH4+U4/36b9Fv\n/gRtQb7jod6LLqXnltvoX7wU1JM3gkIyVEykFh0GBtDt2I7us814vfkGmlrlxgm2gEB6vnELPXfc\njT1ocm6JLTkqxl2LgKqzA01hAYZ330GXsw3dgX3A0AnR9RfRffvdDCyavFt3S4aKcdei3a50TBQV\not+6Gf2H/0ZbVqo85O2N9bIrsF57/aRmeMZtdRPuWosAdHWhz/kc/ccf4vWn36PqV+Zl6s+aRc83\nb6f3yq9O2vGGZKiY6HZR1dKsHC9u24rhg3+jqVLmLBxIz6Dn6zdjvXbDpHb6ni05nn2dS2MZGFA6\nKDZ9gtff3kTd1opdrab3qmvoueU2BmbNcWKLJ9hWF3HnD4thquZm9P/5EMM/38bwyX8A5exCz213\nYb3+65M2EkZyVDijFtXlZXi/+jLef3gNldWK3WDAevlV9K2/iL6158uGG8+oRXp6MLz/Ht4vPY/u\n8EEABqNjlB2w9Rdhi4t3RnNHkRwVTtkuonymGt5/D68/voZuXy4Ag5FRdN97H9YrvwpG590qe5hk\nqHBaLQ6z21FXVuD15p/xfvkXqDvasfv40rPhBnpuud3pNSk5KpxViwCaw4fQb9mE4R9voTu4H4D+\nufOw3nAT1suuAB+fCbf3RJKhwpm1qN2zC8N7/8Tw7j/Q1Cg3NulbsZruO++hf/V5kzLiXnJUOLMW\nVW2tSifTG39E//lWYGgf57Y76bnuBqdvGyVDhVO3izYbupxteP/yBfSbP0XV14fN14j1a9fT/a37\nsIeGTrzBzmqrC0wkR81jjz322CS0acp0d/eN+N7X1zDqZ6elVjOYmET/eeuUM3kBgWgqjqD/fCve\nf3gN3d7d2P39GUxIcuoH/7ja6iInt9XX13kjEMZ6D8b13vj4MDgzm94rv0rvFVeB1Ypu/z4M//0I\nr1dfQXdwP4ORUdgiIp3U8gm01UWmMsfxvC/2IBP9562l55u3Mxg+A01xEYbPtuD1zt8x/PtdbOER\n2MLDnT4CRjJUOK0WdToGMzKx3vANei+6FLtOiz5nG4b/foz3b19B1dbKYEIi9oBA+Uw94Xtnccp2\nEcDHh4FZs7Fu+Dr9S5Zh1+nQ5e7B8MG/8HnxOdR1dcql5E48qJUMFU6rxWEqFfbAQPqXLsd6w43Y\nTGa0+YcxbP4Un1d+hf6jDxhIScMWFT3BljuhrVPMI2oRsIeGMbDwHKzX30j/0uWo64+h27kDwwf/\nxuuNP4LNxmBqGnh5OaPpkuEQZ9aiLSKS/tXn0fPN2xmYPRd1XS36bZ/h9dabGP71T9QNDQykZchn\n6gnfO4szaxEvLwYzZ9L71evo/crlSkfF7p0YPv4Qn1++gPbQQfrnzlP2cZxAMlQ4dbuoUmGLiaX3\n8quwXnc96A1oysswbP4U79/8Ct32bQwmJDr1mPFsyVE6l06m0TCwYCHWm26lf/4CNJWV6D/fitfb\nb6HbmYO6uRlbSCj2wC93u8SxnC1/ZKfj9J1olE6KvvMvpOfGm7EFBKEtLkS3Zxfef/o9mqJCVF1d\n2GJjwTDxnTDJUeHUWtQbGJg7H+vNt9K/bAWqri50Odvw+sdbeP/ieTQF/5+9+46SoszXOP6t6jg5\nMWQQGFCJCiJBMpJVFEXBnFDMa8ackQVX1rAGVBSMoAhmMYKKRAkGRCXnPDl0rLp/9DDqFZju6p6u\nruH3OWfPuXOnq3jwobqr36p6318JdDwBPSM2d6NJhyE18oW2bt3QwP0Fl6A1aoT9l59xfTOP5Bef\nxzX7HfSsbIKt28RkkEl6DIn552LlSZhv8DAqzrsIPSkJ2/p1OBcuIOmVF3Es+A4UJSY9SochNfG5\nWCUpiUCXblRcdiXBFnkoRUU4f1hK0luv4/x8LuqunQTatgO38ccDpMeQmB+L8OeXorNH4xl9Pjhd\nOL//DtfXX+Ce8QZKRTm6agvNkxbF8SgdhtTIsaiqBFu2wnvuBfgGD0UpLcWxcEFooOnNV1ECAfSk\nJLR69eU9NUZq5FgE9Jw6+AYOCU3jkJaGbdNGHMuWkDRtKvbly1AqKgi0bR/V4+TSYUhNfS7qqWn4\ne/el4tIxaPUbYNu2FccPS0h641XsK5ej7tlDsHmLqAd9j5QeZXDpUBQFrXkenvMuxDv0VOyrf8G5\neCHO+V+TNPUFFI8ndHUhikkxj5R/ZNWp0ZNodxKBrt2puPJqAid0rrwTZj6uuR/jfvUV9JRUAu06\nVC4zaoz0GFJjJ9FNmuI9fQTeYaehJyejlpTg/P5bkqZOQfF68ffsLSdfMVKjx2JKCoETTqTi0itC\nJ8wuN44fV+J+fw6uD+bg79MPPTsnyj9CeoQa/FwESE3F37M3FWPGoufkYFu3FseqFbg++RDnl58R\nbNESrelRhncvHYbU6LF4gM1GsG17vKPPx9e7H7bNG3H8uDJ0QW3Gm2BTCZxwoqH3V+kxpEaPRUBP\nz8Dfpx8Vl45Bdzpxzv8qdNf9W6/j/HY+gZZHG56MXzoMqeljUatXH9+pp1Nx5dXoDieOZUtxffUF\nSa9Nw/ndNwSObR3VBO7SY0hNH4skJ+Pv3oOKMWMJtsjD8dOPoTt9P/sU16cfE2zaFK15nqFdS4ch\nNf65aLcT6NgJzyWX4+92Erbf1uBc9D3O+V/hfvNVcLlCU+UYHCg8UnqM/zrDFhRs157Cj79g/5JV\nlEx+Gj2nDslPTSZrUB/sq1aYHU+EQ1HwnTyIwi++oeDLbym77U4Uj4e0O24hc/gQ1MqJTkXiCrZt\nR9mD4ymYv5CS//4PrVETkp98nMyh/bEvXmR2PBEutxvPZVdQ/MrrFMxbGBq8/+N3Mgf2JenZp6Gi\nwuyEIhxOJxVXXE3BohXsX/oj3kFDcKxaScZ5I3G/Ph0qV7kS1hDo2o2i9z5h3++bKbtlHEpxEan3\n3UXqrTeilBSbHU9UQ8/KpvyOe9j/0x8UTX8L78DBOJYuJuvUgaH3VWtPr3pE0NMzKB93N/lLf6T4\n2RfxnjwQx5JFZA3pT/LkSdKhVagq3pGjyF/6I/tXrMZ78kDsv/5Cxvnn4H75RflstAh/rz4UfvEN\n+1f+Svm/bkEpLSX1njtIu2YMSmGB2fESmgwuhUtR0Jq3wHPBxeQvWk75mLHYdmwna1BfUm+5Adu6\ntWYnFOFQVQIdjqf8tjvJX7wS77DTcCxfRvZJJ5D8+ESU/P1mJxTVURQ8519Ewdyv8Z56Oo6VK8ga\nPpjM/j1xvfeu2elEBIItW1E8/U2Kn3oO7DZSH7ibnI6tSf7vY1BebnY8ESatWXOKX3+b4hdeAUUh\n7ebryerdFdeMN6By6WZhEampoS+4C5YRPKoZSa+9QvaJHUj+9yMoe/eanU5UQ8/NxTf0FIpff5ui\nN95Gy8gk9YG7yTh9KI75X8sAhQXoOTl4R46i+M1ZFL0+Ey0nh5R/P0Lm8CE4vvtGOrQQrXETit96\nl8IZ74LLRdodt5DVrweud2ZAMGh2PFEdRUFr1Jiyu+8nf/kvBFq3xf3e7NB3xif+g1JcZHbChCSD\nSwbo6RmUjZ9E0ZvvEDjmWJJem0b2SSeQdu2VciJtIVrDRhRPfZWS/zyJ7nKRMnE8OR3b4J46xexo\nIgx6nToUv/wahXM+xjtkGPbf15B+5aWkjH8QPB6z44kIeEefT8F3Sykfey0ENVImPEzmyOGomzeZ\nHU1EwHvGWeQvWIZnxFnY//id9BuuJnPYyTIoYUHaUc3I/24pZTffBv4AKZMnkd2zM/YVP5gdTYRD\nUfANHELB5/Px9R+Ac/FCMs85g8yBfVA3bjA7nQiHouAbNJSCT7+uuosp86zTyBzQG9tva8xOJyLg\n7z+Q/EUr8AwfgX3NatKvvTJ0LO7eZXY0ESatfgMKPptH2a13oJSXk/LoQ2R3bo/zs0/NjpZwZHDJ\nKEXBN2AwBV8toPi5lwi0bY/7nRlknjoQ24Z1ZqcT4bLZ8Fx0Kfk//EzpQ4+CopJ2522kXT0GpdQa\ny0Ue6fw9elH86gwKPpuPlluX5CcfJ2twPxyLvjc7moiAVq8+ZQ9PIH/FL/j6nYzjh6Vk9T0J99QX\nZNDeQrTGTSiZ8krocYABg3CsWkl2t464X3oefNaYa0BUcrspv+Ne9v/4G2Xj7kYtKCDz1EGkPHCP\nXLG1CK15C4pmzKbgoy9Cd/r+tIqsUwbievdtuQPGIrRmzSl+cxYFH3yG97QzcPz8I5nDB4fuDJUO\nLUNr0JCSl6azf8kqvENOwfHLT2T17IJ72lQ5x7EKt5vy2+9i//LVlN11H0pxMekXjSb1tpvk8fG/\nkMGlaDmdeM86h8I5H4U+uFcsJ6t/L9yvvGR2MhEBPS2diquuo2Du1/jbH4f73bfJ6tMdx8IFZkcT\nYQq2a0/+wh/wnHMu9jWryThjGK5ZM82OJSKkp6VT9Na7lDzxDErAT9qdt5J27RUyT4HFaI2bUPza\nzMpBe4W0u24n85SBUFpqdjQRqdRUym8ZR9H0t9AaNSb52afI7n6C3AFjIYEuXSme+iqld9+PUlJM\n+tVjyDxtMOr2bWZHE+FQFALduofutn90EorHU3ln6ABsa/8wO52IgNa8BcWvvE7pA+NB10m7/SYy\nB/WVC9oWoufkUH7jrRTN+oBgXkuSpk8l+7jWOOZ9ZXa0hCCDSzGiZ2ZR/PJrlEycjG63kzbu5tBo\ntLCU4LGtKfxsHhWXjkHdsZ2M887GvnK52bFEmPSMTEr+N4WCDz5DT0sn7bqxocmFhbWoKp7zLmT/\nD7/g79IN95x3Q48dyzxM1mKzhQbtv1uCr1dfHD+uJOOS8+WxVYvyDT2F/PmLqLjwEtS9e8gYfSbK\n7t1mxxLhUhQq/nUL+QuW4et2Eo6li8m4YJR8qbUYz5iryF+0InSH7/JlZJx7FsqePWbHEpGw2ai4\n5noKvl2Mr2dvHL/8RPqYi+UOJovx9+xNwfxFlN0yDrW0hPTLL5I5mJHBpZjzXDqGws/nodWpQ9rt\nN5H870fktlWrsdspnTiZ4heng6eCzDOG4Zz7idmpRAQC3bpT9OYs9KRk0m6+PjRBtLAcvV49it54\nG3+7DrjffZvMUwdBWZnZsUSEtAYNKZrxLr5+J+P8dh5Zg/rIlyGrSkmh9PGnKL/2X9g3biBrYG9s\nv/xsdioRAe2oZhS9/ykVF1+OffXPZAwfirprp9mxRAS0Ro0pmjmHstvuxLZlM5nDB6NuWG92LBEh\nrWEjimbOwd+lG86vvyTz1IGyEpnVOJ2Uj7ubkgn/QS0tIXPYyaHFE45gMrhUA4ItWlL49vsE6zcg\nZfIk3C+/YHYkYYDv1OGUPPMC+P2kX3Ex9p9WmR1JRCDQpSuFX34TOg4nPEzSlGfkjgkL0jMyKfxg\nbtUcBRmXXygTRFuRw0HRK2/gPe0M7L+tIf2qy2S1HAsru/dBym66FduunaSPuUjmYLIaRaF0wmN4\nzhwZumvikvPA6zU7lYhQ+a13UHH5ldg3rCdz1AiUokKzI4lIORwUvTUrdI6zYjlpN1wtNyVYkOfy\nKymZOBm1sJD0Ky45oh8bl8GlGhJs157Cj78ILQN7zx2k3H83yr59ZscSEfKedQ7FU19D8XpJP/8c\nkl54Vm5btZBgXiuKX5+JnpRE6r13kt3zRFmBzIpSUyl+aTr+zl1wfv0lOSe0lfm0rCg5meIXp+Hr\n3Q/ngm/JPrEDzo8/NDuVMEJVKb/zPsrHjMW+YT3Z3U/A/do0s1OJSNjtlDw3NTRJ9IrlZFw4Cvuq\nFWanEpFQFEon/Ifysddg27yJjAtGYV+8yOxUIkJ6WjrFr7yO/8SuuOZ+QsYZw7D//KPZsUSEPJeO\noeSxJ1CLCskcccoRO+m+DC7VIK1JU4qnTEVPSyP5uafJPOs0ebbdgnxDT6HsjntQ9+0l9Z47SB13\ni0wubCGBDsdT8NUCPGedg23LZjJGn4ntj9/NjiUi5XRS+PZ7lN7/CPj9pN18Pa45s8xOJSKlqhS/\n8DIV516AbdtW0q+67Ii/hdzKyu57mPIrrkIpLiLtlhtCq5AJ61AUSiY/hf/4jjjnf03msAHYf1hq\ndioRobJ7H8LXqw+OJYvIGj4Y50cfmB1JRMpmo/il6aHHxxd9T8bos+RRRwvyXHQp5dffhLp3D+k3\nXH1Ezr8sg0s1zN9/IPt/+gPvkGHY16wmc3A/7EsWy90vFlN+8+3kr/yVYIOGJL32CmljL8O2fu0R\nOSJtRcGWrSh59kU8o8/Hvn4dWYP6kH7Rudg2rDM7mohEaioV195AybMvhlbLGXsZGSNOwfnFXLOT\niQjo2TmUPvksxc++iOL1knH+2aTcd5fM3WNFbjdl4ydR9Na76DYb6VePIeWu2+CHH8xOJsKkZ2RS\nOHceJf95EiUQIPPMU3F+MEceI7cSp5Oid96n6JU30FWV9LGX4n7jVfmuYTFag4YUzZxD+XU3ou7d\nQ9apg0KDE0Xy2LFlKApl9z5I4YefobvdpI27mZT77z6inpqQwaV4cLspfv5lPGePxr72D7JOG0Tm\naYNkvgmL0eo3oPCDuQRat8X9/myyu59A8sRHzI4lwqUolDz1HMXPvICWlo5r7sekXTsWfD6zk4kI\neUeMJP/r7/G3Pw7n99+RduVlsqS2BXlHjqJwxrvoGRkkP/8/sk4ZANu3mx1LGODv2ZvC9z4l2LAR\nyS9Nge7dZYl0K1FVPBddSsm/HwdNI2PMxdCkidw5YSWqiu+U0yh57iXQNNJuuo7s41vDzzJobzVl\n9z5I2S3jUArySbv9Jhg4UJ6YsJhAp84UzZyDlpND8nNPk92jMyw9Mu4KlcGleElOpuSZFyh6bSb+\ndh1wLP8B/v1vs1OJCGlHNaPg8/mUTHgMLTWN5KefgMWLzY4lIuA9ezT5P4fuJnQsX0bS88+YHUkY\nEGzXnsKvvqN0/ETUslLSbrrO7EjCAH//geQvXkn51dejVFTAJZeYHUkYFOjajYIFSym7ZRwEAqTe\nM87sSCJCnsuuoGDuPLxDhsG+faEO5Q5tS/GOGEnBt0vwjDgL257dcM01cgeT1SgK5ePuJn/Favwd\nO8GyZSS99LzZqUSE/N17sH/Zz5TdfDuKzweXHRkLmcjgUpz5Bg+l6K13CdarD+PHy3LMVuRy4bl8\nLMUvTUPx+2GcnEBbUcnTz6NlZJL8zBNyy7GFVYy5Cl+vPjjnfw0LF5odRxigp2dQdv/D+Pr0gy+/\nxPH9d2ZHEgbpqWmU334X9O+Pc95XOBZ8a3YkEaFgu/YUv/IG9O+P68vPcX7ykdmRRISCrY6m5PmX\n8Q49FRYswP3W62ZHEgZoDRqGjsWkJJL/82+U/P1mRxKRSk2lfNzdeE87A1avxv36dLMT1TgZXDKB\nXq8e5TfeAhUVJD/9X7PjCIP8/Qfi6z8Avv0W+9IlZscREdIzMvGeORK1oADuvNPsOMIoRaHi8rGh\n//vyy4+Iq0K1kqpSfktooD719pvkbgkrUxSYMAGAtOvGyuMcVmSzwTPPoKsqqffdKcejFSkKpRMe\ng+RkUu6/Wzq0KK1hI7jkEtTCQlIem2B2HGGEolB2930AofdTr9fkQDVLBpdM4hs0FBSFpGkvoe7c\nYXYcYZB36KkApN5/l8lJhBHl19yAlpYOL76IUix3L1mVb8AgAm3bw2+/4fh2vtlxhEH+Lt2gVSvs\na/+Q1Y6srksX/O2Pw7ZjO6633zI7jTDi2GMJdOqMbesWXDPfNDuNMEBr2AgGD0YtLSHpmafMjiOM\nuuUWdEXB/fp01N27zE4jDAi2aAmDB6NUVJD83NNmx6lRMrhkEq1JU7j7bhSvF9ecd82OIwzyXHAx\ndOqEY/my0OpxwlK0o5pRceXVEAiQ/MTjZscRRjmdlN73EADJTz4uV2itSlVh2jQAkl6fJj1aXMlT\nzwHgnvGG3L1kUSUTJwOQ9Marcjxa1WOPVQ5MTJPj0Kry8ii/9Y7Qd8bZs8xOI4yaHnokzvXODPD7\nTQ5Tc2RwyUxXXomenELKpEdRdu82O40wwmaDm24CIPXWG+Xky4IqrroWmjUj6bmnZXUjC/P36QdD\nh+JcuADX7HfMjiOM6tYN30k9cc77Ctd7cuHFyoJt2uLr2z90TL4zw+w4woBg+w74up2EY8kiOR6t\nKi8P3ynDsW9YT9LUKWanEQZ5zrsQLTOTlAkPyRMvVlWvHp6zzsG+9g+Snq29dxLK4JKZmjSh7I67\nUcrLSJr2ktlphFHnn4+vZ2+c33+H/adVZqcREdIzMuHRR1GCQVk5zspUFZ54Al1RSHr2aRnotSpV\npfQ/T6IrCslP/Vd6tDJFoWTSf9FVleRnnpQuLar0if+FOpz0qNz5YlEl/34cLSWV5EkTUIoKzY4j\nDNAaNaZs3N0oHg9JLzxndhxhUOmjk9DS0kOPxlVUmB2nRsjgkskqLrgE3e0O3TZeS//pi5+wAAAg\nAElEQVSR1XqKQsWYqwBwvyKDhJZ0zjkEmzYj6bVX5O4lKzv6aHynno7j5x9xzZFbx60q2LIV3tPO\nwL76Z5wfvW92HBEFrVlzvGecif23NTg/fM/sOMKAYIuWeEeOwr5+Hc4vPjM7jjBAr1uXimuuRy0q\nxP1a7V+tqrbyXHAJWp1ckl5+AWW/rBxnRXpWNhWXX4man0/S9Klmx6kRMrhkttRUPCNHYdu+jaQX\nnzc7jTDI138AwcZNSHrzNZl7yYpsNiouvgyApJfkOLSy8quuBSBp6gtyp4SFVVT2mCxXaC2v4spr\nAOnSyiquCF1AS3noXpOTCKM8F16CnpxMysRHUEpLzI4jjHC58Iw6D6WiotYOTBwJPJdcDkDyU5Nr\n5XmqDC4lgPLrbgQg6eUXoLzc5DTCELc7NLk3kPTUf00OI4zwXHARWkYm7mlTsf/8o9lxhEGBE7sS\naNsex7IluN592+w4wqBA5y4EWuThWLII51efmx1HRCHQqXOoy6WLcXz3jdlxhAGB4zoSyGuJfe0f\nOBYvNDuOMECr3wDvsNNQvF7cr8vdS1ZVMWYsAEnP/w+lpNjkNMIIrWEjfL37oe7bh2vGG2bHiTkZ\nXEoAWos8Ks67ENuO7aRMHG92HGFQxRVXhR6teut17EsWmx1HREjPyqZ0wmMouk7yYxPMjiOiUFy5\nSlXKv+X91MpKnwjNgZZ6+8218urekaT08dDkpcn/fczkJMKo0vGTAEgZ/6AcjxZVfus49ORkkv73\nJJSWmh1HGKA1akz5NTegFhbifkXuXrKq0gmPodvtpEyeBD6f2XFiSgaXEkTZvaFltJ2ffWJyEmGU\nnpZO+fWhu9Bc0qMleUeOQk9Owb5iOQQCZscRBgXbd8Df6QRsWzah7N1rdhxhkL/bSQTatMO2dQvq\nHllR1cr8PXoRaNkqdNdLLTuRPlL4+w/Af3xHHEsWyfFoUcEWLfGMHI1tz26cchehZZVf+y8AnN/M\nMzmJMCrY6mh8AwZj27wJ27raNZ2KDC4lCD0nB1+vPtg3rMex6Huz4wiDvKePQFfV0GTCZWVmxxEG\neEaOwrZnNymPPmR2FBEF71nnAJB283UmJxHR8IwcBUDyvx8xOYmIlr93X5RAAOdnn5odRRjkGzAY\nQM5TLcw3eAgAjqVyh71V6bm5ocH65UtR9uwxO44wyNfvZACcX31hcpLYksGlBFJ+w80ApN51u9xy\nbFF6Zhaeiy7Ftn1baJlJYTlld4UmLHVPmyqrcVhYxSVjCNarj+uzT7Gt+dXsOMKgisuuQMvJwf3m\na6ibN5kdR0Sh4uLL0R0OUu+/Czwes+MIA7zDR6DbbKQ88oCscGxRvh690bKzSXrpeXlPtbCKy65A\nKS8n9cF7zI4iDPKedgZaZiYpj09E3bXT7DgxI4NLCcTfpx++k3qGll+eK49VWVXZuHvQVZWkZ56S\nCdotSM/OofT+R1BLS2SA0MocDkonhSbXT/nPv00OIwxLTqb0vodDc6FNnmR2GhGFYOs2VFxyObZt\nW+VxDosKHtuaiiuvwbZlM64P5pgdRxiRnEzpIxNRvF6Sn/+f2WmEQZ5LryDQug2uObNQCgvMjiMM\n0OvUoeyu+1HKy3BPe8nsODEjg0sJpuyB0K3/7tenmRtEGKbn5FBx+ZWoZaW43p9tdhxhgOfC0Mp/\nzs/l8Q0r8w0agpaRGbrlWObQsizvWeegJ6fgfn82aJrZcUQUvCNGAuD89COTkwijDqyM65KLoJbl\nPf1MtMxMnJ9+LE9KWJXNhnfEyNCjxl/KiqpW5Rk5Ct3pxPV+7Rmsl8GlBBM4vhPBevVxfr8A/H6z\n4wiDvGeeDchke1alp2fg694D+29rsP3xu9lxhFE2G95hp6KUl+H85muz0wijnE68pw5HKS/HsWSR\n2WlEFAKdOhOsWw/X559CMGh2HGFAsNXRBFq2wjnvS3k0zqocDnwDh2DbsR37T6vMTiMM8g49FQDX\npx+bnEQYlpqK/8Su2NevQ9ldOxZKkMGlBOSr/DLkfmeG2VGEQYGOJ6Dl1sX14Xsyb49Fec6/CICk\nqVNMTiKi4Tn3QgDcL79ochIRDe/pIwDp0fJUFd/gYaj79mFfttTsNMIg39BTUcrLcX473+wowiDv\nsNMAcH7yoclJhFHBo48h0CIvdHe2DPRa1oGFEtzvzTI5SWzU6ODSo48+yqhRoxg9ejQ//fTT3363\ncOFCRo4cyahRo3jmmWf+9juPx8OAAQOYPfvIfKSo4sqrAXDNmmlyEnjqqccZO/ZSRo8ezZo1q//2\nO+nwMFSViiuuQvH7E+LROOkxct7hI9DS0nFPfzkhHsWRDo0JdO1GIK8lri8+QynINzuO9GiQb8Bg\ngo0ahx6NM/kkWjqMjm/oMMD8E2np0Tjv0FMA8x9vlA6N8/Xtj+52J8RdL9KjQYqCb9hpobuz531l\nahTp0DjvmaHHxV1zZHDpsJYuXcrmzZuZOXMm48ePZ/z48X/7/SOPPMLTTz/NW2+9xffff8+6deuq\nfvfcc8+RkZFRU9ESXjCvFYG27XEu+BZl3z7TcqxcuZxt27YyZcorjB8/niee+M/ffi8dHp7njLMA\nSJo+1dQc0qNBbjf+Hj1RNA370iWmRpEOo6Aofy73avK8BNJjFBQF77DKRwBMvNIuHUbP17MPelIS\n7hlvmDbfi/QYnQOPNya9+ZppK/9Jh1FKScHXtz/239ZgX7XCtBjSY3QODPSa+V1DOoyO1qAh/hNO\nxLFiOerOHWbHiVqNDS4tWrSIAQMGAJCXl0dRURGlpaUAbN26lYyMDBo0aICqqvTp04dFi0LzKKxf\nv55169bRt2/fmopmCf4OxwHgWPidaRmWL19Gr159gVCHJSXFlJVJh+HSmjVHT07GtnGDqVfapUfj\nfIOGAoTmBzGRdBgd3+DQnRJmX9mTHqPj79odwNR5l6TDGHC7CRzbGqW8HNvvv5kSQXqMkqoSbNce\nAPuqlaZEkA6j5+/cFQDHAvmuYVWBzl0AsP/ys2kLl0iH0Qu06wCAY8G3JieJXo0NLu3bt4+srKyq\nn7Ozs9m7dy8Ae/fuJTs7+6C/mzhxInfccUdNxbIMz+VXApA09QXTruzt37+fzMzMqp8zM7PYXzl/\nkHQYnorLx6J4PLjffNW0DNKjcZ6Ro9CyskiaOgV121bTckiH0fH36hN6NG7OLGy//GxaDukxOr4h\npxCsVx/XOzNNOx6lw9ioGHstAMlP/9eUP196jF7FZVcA5t0xIR1Gz3v2KHS7HfeM101bREh6jJKi\nUHHx5ah79+B++y1TIkiH0au44ioAkl58zvKLXdjj9QfpYQyQvPfeexx//PE0adIk7P1mZSVjt9v+\n9v/LzU2LOJ9ZDpn15F4wcCDOL74gd8VCGDIkvsGApCQH6elJVRntdpXs7BRyc9PYeojz+lh1CLWk\nx9tugpdfIO2xCaTd8i9wOOIbDHN7tH6HafDgg3DDDeTMmA4TJ8Y9F8ixGIlDZn10PIwaRfb0F2Da\ntLhmOkCOxfAcNuvdd4WOxzdehv/859CvqyFyLIbvsFkvvQCeeAz3OzNwT34MGjeOXzDkWAzXYbOO\nOhMebYP73bdxP/IgHHts/IIhx2IkDpk19xg491zsr71G7tz34LLL4hsMORbDddis990Fb75K2hOP\nkXb9VaDGd70uORbDd+hjsTOccQaO994jd9l3cNpp8Q12sEgG/7vW2OBS3bp12feX+YL27NlDbm7u\nQX+3e/du6taty/z589m6dSvz589n165dOJ1O6tevz0knnXTIP6egoPxvP+fmprF3b0mM/zY1o7qs\njutuJvOLL/A+8zzFJ/SIY7KQlJQMNm7cxt69JeTmprFz525UNYm9e0tqtEOoRT26M0kdOZqk6VMp\nevUtfMNHxDcc5vVYazocfg45d92NPm06+f8aZ8oAoRyL4Tls1t6DyG7YCPWdWey//1H01PifjMix\nWL1qs552Njn33AvTX2X/zXfF/XiUYzE84WR1X3w5aXfeRtkzUyi/+fY4JQuRY7F64WR1XXU96Tdc\nTfn/nqfs/ofjlCxEjsXwVJfVds2NZL/2Gv4pL1J42tlxTBYix2L1qs2alkvasNNwvz+bwg/m4u/R\nK37hkGMxXNVltV95HVnvvYf3uRco7tY3fsEO4v9njWSgqcaGNnv06MFnn30GwOrVq6lbty6pqakA\nNG7cmNLSUrZt20YgEGDevHn06NGDJ554gnfffZe3336bs88+m2uuueaw/8hqO3+3kwi0boPzs09M\nmdi7S5duzJ8fmqNk9erV1KlTh+TkFEA6jERF5SOO7hlvmPLnS49RSk7GM/o8bHt24/x8rikRpMMY\nsNnwXHAxSnkZrvfMWZVEeoyBlBQ8o85F3bcX59dfxv2Plw5jx3vOuaHVqt5+K+6P/0uPseEdMRIt\nIzO0unGc53uRDmMjmNcKX6++OJYuRt2wPu5/vvQYG55LxwDmfNeQDmMj0LlLaEGvL+aauqBXtGrs\nzqVOnTrRtm1bRo8ejaIo3H///cyePZu0tDQGDhzIAw88wC233ALAsGHDaN68eU1FsS5FwXPuBaTe\ndxfut16n4vob4/rHt29/HMcc05qrrroMp9POzTeP45NPPiQlJZWRI4dLh2EKHtsaf8dOOL/+EnXr\nFrQmTeP650uP0fNceCnJL00h6eUX8Z0S/1tVpcPY8Jx7AcmPT8Q9bSqeCy6O+58vPcaGd/T5JL/4\nPO7pU/ENHhrXP1s6jB09LR3vsFNxz56FY+GCuF5tlx5jxOXCe8ZZJE2fivOrL+J6PEqHseMZfR7O\n7+aT9OZrlN3zQFz/bOkxNvzdTiLY9ChcH8yh9OEJ6JlZ1W8UI9Jh7HhGnRv63j/jDSqu+5fZcQxR\n9HAmQ0pg///2stp0exyAUlRITtuWBFvkUfDNYlCUOKX7u2huj6vOwf4b1LYe3a++Qtqt/6Lsjnvi\nfvv/X8Wzx9rWYeawAdhX/ED+sp/iPkD4V3IsHlo4WdPPG4nry8/J/2YxwdZt4pTsn+RYPLiwsuo6\nmQP7YF/9M/mr1qDVqx+fcP+PHIuHFm5Wx7fzyRw5HM/o8yl56rk4JPsnORYPLtys9pXLyRrcD++Q\nYRS/OiMOyf5JjsVDCytreTk5HY4Bl4v9q9aY8vg/yLF4KOFmTZ48iZR/P0LJY0/guTj+82eBHIuH\nE9b3/v37yelwNFrdeuSvWG3J7/3xnfFLREzPyMQ3YDD239ZgW/uH2XGEQd4zzkR3uXB98J7ZUYRB\n3lOGo2ga9lUrzI4iouAbeioAjuXLTE4iDFMUfIOGoASD2H5dbXYaEQV/z97oySnYf/rR7CjCoMDx\nnQg2a45jySKzowijkpPxDT0Fde8ebOvWmp1GGOStPL+x/7TK5CTCKD0nB/9JPbFt34ZSWGB2HENk\ncMkCAm3aAqDu3mVyEmGUnp5BsHET1D27zY4iDNIaNABAtfBz0OLPHpX90qOVBVvkAWDbtNHkJCIq\nqkqwWXPUzZvMTiKMUhQCRx+DWlCAUpBvdhphUOCY1gDYTJh3ScRGsHkLAGwbN5icREQj0OpoAGxb\nNpucxJiwBpeKioqYOHEit956KwBff/01+fnyARIvWk4dANT8/VHtp7i4mP/97wkeeuheABYs+JaC\nAmuOilqRnlMndOKlaYb3IR2ap+o4jMGghPRonqoeoxwklA7NpdWvHOyN8qKL9Gg+rX591LJSKCsz\ntL10aD6tYSMA1F3Gj0fp0Vxa48YAqLt2Gt6HdGgytxstOzuqC9nSofmqzm8sekNCWINL99xzDw0a\nNGDbtm0A+Hw+xo0bV6PBxJ/0nBwA1B07otrPxIkPU69efXbu3A6A3+9j/Pj7o84nwqNl56AEg6h7\n9xjeh3RoHq1R6MQrFo/FSY/mOfAlyP5zdI/hSIfmOnDyZduwLqr9SI/mC1bOmWX0art0aD6tTi4A\namUHRkiP5tJy6wJgi2JwSTo0n1avPur27eDzGdpeOjSfVrceAOqWLSYnMSaswaX8/HwuuugiHJUT\nvA0ZMgSPx1OjwcSf/Cd2RVcUkp+eHNVSr4WFhZx99mjs9lCP/foNkB7jyN8ttMRm0lOTDe9DOjRP\nMK8lgTbtcH0+N+qBCenRPFq9+vhP7Ipz4QLsSxYb3o90aK5gXkuCRzXD/d5s1CgejZMezefvPwCA\nlAkPGdpeOjSfv0s3AJL/96ThfUiP5gq0bYfudOJ+aYrhgQnp0Hy+3v1Qy0pJmvKsoe2lQ/MdWDk1\nZfIkCAZNThO5sOdc8vv9KJUzlu/bt4/y8vIaCyX+TmvUmOCxrVH37cO+/Ieo9hUIBKp6zM/fL28Y\nceQ5ezQArk8/jmo/0qFJFAXvaacD4Jg/L+rdSY/mOdCjc/5XUe1HOjSRolRNXur6Ym5Uu5IezeUd\nPAwAx6KFhh8blw7N5e/VB11VcS74FqW4yPB+pEfz6JlZ+Dt3QS0rJZrPRunQXJ4LLgbA+fUXhvch\nHZpLa9KUQMtWqHv3YF/9s9lxIhbW4NIFF1zAyJEjWbduHVdddRWnn346l19+eU1nE39RfsPNADhW\nGB9cOuusUYwZcxEbN25g3LibuOSS8zj33AtiFVFUQ8/NxTtgELZtW1F2G3uOVjo0l2f0+UD0K41J\nj+bynH0uIO+nVue5+FKAqC66SI8JwO3Gc865qKUlhlaqkg4TgM1GxdhrAbCvWmloF9Kj+SquvQEA\n+4rlhraXDs0XPOZYAkcfEzoODdz1Ih0mhopr/wVEd35jFns4Lxo6dCgdO3Zk5cqVOJ1OHnroIerW\nrVvT2cRfBDocD4B9jfFll/v3H0C7du355ZefcTod3Hbb3dSpUydWEUUYAh2Ox/Xl59h/+xV/vXoR\nby8dmktr2AgtJRVblCsbSY/m0nNy0OrUiWqFKunQfMHmeeguF7aNxlc3kh4TQ6B1aFVc2/p1BI8+\nJqJtpcPEEOjYCSB0ftO7b8TbS4/m8x9/AgD2X41915AOE0OgbTvcf/yOuntX1TyT4ZIOE0OgbTsA\nbOv+MDlJ5MK6c2ndunW88cYbDB06lJNPPpn//ve//PGH9f6yVhY8sBLHTuOTem/cuIHZs9+hf/8B\n9OzZhxdeeIYNUU6GKiJzYFJooz1KhyZTFLSGDaOatBSkx0QQrN8wNHGprhvaXjpMAKqKVq8B6k7j\nE9BKj4lBa1C5Oo6ByYSlw8QQbHhgtTFjK8ZJj+bT69RBdzpRdxt7T5UOE4NWvyFg7LuGdJgYgg1C\n3/ttUazAaZawBpcefPBB+vTpU/XzWWedxcMPP1xjocRBpKSgZWRGtUTo5MkT6d69R9XPp5xyOpMn\nT4pFOhGmAyfQRlfjkA7NpzVohJqfDxUVhvchPZpPa9gQpbwcpajQ0PbSYWLQGjQILddrcLEL6TEx\nVC29bOBLrXSYGKoGCA1ePJMeE4CioNU3PmAvHSaGPwfrIx+YkA4Tg56bi263R3VTiVnCGlwKBoN0\n7ty56ufOnTujG7zaK4zTGjXGtnWL4ZPoYDDIccd1rPr5uOOOj1U0EaZgoyYAhlc3kg7NF2zeAgD7\n72uM70N6NN2BHm2//25se+kwIQSbHoWiadjkPdXSgk2aAmBbF/kVcukwMWj16qOrqhyLFqc1aBga\nsDewcJN0mBiCjSvfT9fL+6llqSpaw8ZRPfZvlrDmXEpLS+PNN9+ka9euaJrGd999R0pKSk1nE/9P\n4Nhjsf/6S+gZ2srHqyKRmprKnDmz6NjxBDRNY8mSRSQnJ9dAUnEowZat0BUF2wZjbxbSofmCLVsC\noG7dCsd3MrQP6dF8wRahHm3bthDo2i3i7aXDxBBsdTQAts0bCbZsFfH20mNi0Bo3Cc2fZWAeNOkw\nQTidBFvkGf4yJD0mhsCxbXAsWYRt8yaCrdtEtK10mBj++rkYKekwcQSOPhrXl5+jFBehp2eYHSds\nYQ0uTZgwgccff5y33noLgI4dOzJhwoQaDSb+Sau868W2cYOhwaU777yfKVP+x5w576AoCu3adeDO\nO++PdUxxOA4HWv0GoSt7ug6VS32GSzo0X7BpMyC0Ypyvckn7SEmP5tOahq7s2Vcux3vWORFvLx0m\nhmDlZ6Htt9/g5EERby89JghFIdiwUeiz0ecDpzPsTaXDxKE1aox93VqUkmL0tPSItpUeE4PWqHKu\nly2bIx5ckg4TQ1WHayOfH1k6TBxV3/s3rCdg8GK2GcIaXMrOzmb8+PE1nUVUw9+5CwCuOe/i79k7\n4u2zsrK44457Yx1LRMh/YlfcH8zBsWQR/m4nRbStdGg+X+++aKlpOOd+TNkDjxjah/RoPl/3nmgZ\nmbjmfkLZIxMj3l46TAz+nr3RbTZcH86pWkY7EtJj4vD37kfS9Kk4v5uPL4KBQukwcfg7nYDzm3m4\nPnwfz3kXRrSt9JgY/JVfYl0fzME3eGhE20qHiUFPTcPfsRPOxQtRdu9Gj2B1aukwcfi7n0TS9Km4\n3p9TewaXbrzxRp544gn69OmDcpA7LObPn19TucRB+PoPAELLvEbivvvu5KGHJnDmmacc9PezZ38c\ndTYRPt/JA3F/MAfbml/DHlySDhNISgrBvJbYf1qFsm8fegRLtEqPCSQ5mWDLVjiWL0PZuxc9Nzes\nzaTDxKI1aEiw6VHY1q6N6I4X6THx+Lt2I2n6VGxr1oR1F5p0mHh8/QeR8t//YFsT/nmq9JhY/H36\nhR5R/S38eSWlw8Tj794Tx8oV2H/7FX8Yg0vSYeLx9eoLgC3C7/1mO+zg0j333APAm2++GZcwohou\nF4HWbXAsW4K6dQta5QSY1bnxxlsBePbZl2oynQhToP1xALjeexfPpWPC2kY6TCy+wUNx/LgS12ef\n4Dn/orC3kx4Ti2/gYBzLl+Ga+zGeCy8JaxvpMPH4T+pJ0huv4pz3VdhX2qXHxOPv3AVdUUJ3oV33\nr2pfLx0mnmCrVuhOJ673Z1P2cHjTZ0iPCUZRQvMu/bgS24Z1VfMTHo50mHiqnnb5YA7+Pv2qfb10\nmHj0nByCTY/COe8rlMIC9MwssyOF5bCrxdWpvCL/2GOP0ahRo3/8T8Sfd+ipANhXrQh7m+zsHACe\nffYp6tdv8I//ifgKtmsferNY9H1o3qUwSIeJxX/CiQC43n4rou2kx8RS1eM7M8LeRjpMPP5efQBw\nfv5p2NtIj4lHa9acYLPmOFaugGCw2tdLh4lHz87B370Htl07UUqKw9pGekw83sr5JO0rw/uuIR0m\nHl+/kwFwffBeWK+XDhOQquLrPwBF07Cv/sXsNGELa86lxo0bM2vWLDp27IjzL7ecN2nSpMaCiYPT\nKg9w1/tz8J12RkTbNmjQkI8+ep/27Y/Dbv+z+kYGJgcX0dEyMrGxGfsPSwmc2DXs7aTDxBBo2x4A\n2/ZthraXHhNDoHVbAGw7tke8rXSYOALHtAbA/tOPEW8rPSaYynNMx+KF+Hv0CmsT6TCxaJVX110f\nvBfRnb3SY+Ko+q4xa2ZEC15IhwmkclV3tagQpSAfPSs7rM2kw8SiVQ76OT/9KOzPRLOFNbj0ySef\noCgK+l/uslAUha+++qrGgomD8551Nmm334S6f1/E23799ReAAvz1bhmFd955P1bxRJh8g4bg+PlH\nbOvWRjS4JB0mBr1uXfwndMax/AfweMDtjmh76TEx6HXr4u90Ao4Vy8HrBZcr7G2lw8QRbNsOLT3D\n0LLL0mNi8Vx0Kal3j8O2bm3YJ9LSYWLxDRmG+/3ZqBFefJEeE4f3lOFw3VjUkpKItpMOE4vn9DNx\nvz8b25bNBMIcXJIOE4tn1HmkTJ6EumuX2VHCdtjBpdLSUp599lmOPvpoOnfuzMUXX4zD4YhXNnEQ\nelo6wYaNcH7/HequnVVXFw6nrKyU6dOn0rx5Hscf35Fzzjnvb6PRIv78PXvD4xNxz5qJ99wLqn29\ndJh4Au2Pw7H8B5Jee4WKK64OaxvpMfEE2h2HY8Vy3K9Px3P5ldW+XjpMTP4uXXF9+TmOb+aFNb+E\n9JiYDtyF5pz7MZ6LLzvsa6XDxBToWLna2CcfUX77XdW+XnpMQCkpBBs1xrF0MUpxEXp6xmFfLh0m\npkDHE+D92bg++oDAcR0P+1rpMDFpTZqi2+24Pv+UkggWLTHTYedceuCBBwAYNWoU69ev59lnn41H\nJlEN74iRADi+mRfW6x9/PLTM9umnn8mmTRuZNk0mazObv3sPgnXr4ViyKHTHRDWkw8RTcflYAByL\nF4W9jfSYeCoqJ9V3LFkY1uulw8TkPedcAJzzvw7r9dJjYvKf1BPd5cKxakW1cxJKh4kp2DwPLbdu\naIWjsrJqXy89Jib/iaEJoR1Lqj/HkQ4Tk/fU4QDYly+r9rXSYYKy2/Gf1AvF44l4tXizHHZwafv2\n7dx+++3069ePRx55hB9++CFeucRheIdVTur9c3jzS+zcuYNrrvkXPXr0Yty4e1gVwWTgooaoKr5h\np6L4fNj/+K3al0uHiSd4zLFoWVnY1qwOexvpMfEE27RFS0vHHuayy9JhYvKdPBAA+6/hTXopPSYo\nux3fwCGo+/ej7j78YwDSYYJSFDxnjgx7ElrpMTF5R44CwP7jqmpfKx0mJq3pUQRa5GFf/XO1r5UO\nE5f39BEA2H/+yeQk4Tns4NJfb4ez2Ww1HkaEJ9jqaABs69eF9fr/36OiKDWSS0Qmkh6lw8QUbNES\n26aN4PeH9XrpMQEpCsG8PGwbN4S1QpV0mJj0tPTQ3RLr14f1eukxcQVb5AFg23D4LqXDxBVsWXl+\ns0HOb6wq0OoYoPrjEKTDRBbMa4laUICSv/+wr5MOE1ewZSsgvGMxERx2cOn//8OSf2iJQc/MQqtT\nB3uYg0vSY2IK9wQapMNEFWzZCiUQwLZ1c1ivlx4TU7BFSxSvN6wJaKXDxBXIa4m6bUtYjxpLj4mr\n6rNx44bDvk46TFxVHW46fIcgPSaqA3O92DbKOaqVhftdQzpMXJF8X0wEh52paz5MhjUAACAASURB\nVOXKlfTt27fq5/3799O3b190XUdRFObPn1/D8cShBFu0DD1DG8bkXr/88hNnnnlK1c+FhQV/+3n2\n7I9rLKc4tECLlkB4dy5Jh4kpmFfZ4bq1BCv7PBzpMTFVfXCvX4fW9KjDvlY6TFzBFnk4Fy/EtnkT\nwaOPOexrpcfEFe6JtHSYuCL5MiQ9Jii7neBRzaRDiws2//NYDHTucsjXSYeJS6tbDy0ltXYMLs2d\nOzdeOUSEgi3ycCxdjG3tHwTbtjvsa9988904pRKROHBVyPHt/GpfKx0mpkBe6FZV5xef4xs0tNrX\nS4+J6cAgofPrL/D3O/mwr5UOE9eBL7SOxQurHVySHhNXoPLLkPPLzym798FDvk46TFxag4bobjfO\nBd9V+1rpMXEFW+RhX78OJX8/enbOIV8nHSauqvObb+dXLXxxMNJhAlMUgs1b4PjlJ9A0UA/74Jnp\nDju41KhRo3jlEBHS6tYDwLF0cbWDS/XrN4hHJBEpux0tOwfb7l3V3oEmHSamYOs2AKh794T1eukx\nMR0YiFD37q32tdJh4tIahs5ZqnucCqTHRKbXrQtU/74qHSYwVQ3NgbZ1C3g84HYf8qXSY+LS6jcE\nQqvi+ioXEzoY6TBxBY9tDVDtY//SYWLTs7IAsK3+hWD7DianObzEHvoSh+Tv1h0AWxhzhIjEVTU4\nsWO7yUmEEcG8luguF/YfV5odRUQh0LotuqqGvQKnSEz+bicBYFv7u8lJRFQUBf9xHVH37Q1r/iyR\nmKomod0h56lWFWjXHgDb9q0mJxFGafXqozudlnmkShycv0s3ILx57Mwmg0sWdWAVB+dceQbWyvyV\nzz+7PvvE5CTCkMpbVW3bt2Fb+4fZaYRRdjta06Owr/0DdesWs9MIg7T6DdBdLpzzv5ZBCYsLtGkL\ngPNzmZ7BqvwndgWkQys7MLjknCvnqFYWaN8B284dYa3eKBJToE3oKSXXxx+anKR6MrhkUdpRzQi0\nbov9j9/DWuFIJCbv8BEAOD//zOQkwqiKMVcB4PxUBnqtrOKyKwD5ImRpdjveESNRfD4c31c/14tI\nXN6zzgHkwouVeU8ZDoTmJBTWFOh4AlpODo5lS6C83Ow4wiDv8DMBcH78kclJhFG+AYNC89h9Ow90\n3ew4hyWDSxbmGX0+AI5F35ucRBgVbN2GQOu2OH5YAn6/2XGEAb5BQwBwLFpgchIRjaoeFy80OYmI\nhnf4GQA4li4yOYmIhr9nb7SMTBxLpEerCp3ftMGxfCkEAmbHEUbY7XjOPhfF48GxaoXZaYRB3hFn\nAeBYIuc3lpWUhHfYaaj79mFbt9bsNIclg0sW5u8eml/CGcZqYyJx+bufhFJRgeOHpWZHEQZo9RsQ\nOPoY5FEcaws2zyPYoCHOr74IrcYhLMl/Yld0ux3nvK/MjiKioar4u3XHtnkT6pbNZqcRBvm7dkcp\nL8f+wzKzowiDDsxlF87KxiIxafUbEGjeAueCbyEYNDuOMMjfvQcAjm/nmZzk8GRwycICHY5HS0vH\n9f5slKJCs+MIg3wn9QTA/do0c4MIw/w9e6MEg7hfn252FGGUouDv0Qu1tATXnFlmpxEG6RmZBNq1\nx7FyBbZfV5sdR0TB3y10Ip306ismJxFG+Q+c38x43eQkwqgDF7Ldb78lAxMW5u/eA6W8XM5vLOzA\n+2nSq9PMDVINGVyyMlXF37c/SkUF9p9klSOr8g2sfBxHbv+3LM8ZIwGw/7bG5CQiGt5TTwfALoMS\nluYbPAwAx8rlJicR0fCMHAWA/adVJicRRnkrz2+cC+WxcavSs7Lxtz8O27atqJs3mR1HGFT1yPhy\nuYvQqoItWxFs3AT7mtUJPQeaDC5ZnK9XHwDUXTtNTiIMS0rC37ET6u5dCT9Jmzi44LHHAqDKksuW\ndmCFKnXnDpOTiGj4O3UGpEer0+vVQ0vPCH02CmtKScHf/jjUPbvl/MbC/P0HAGDbs9vkJMKoQLvj\nAFB3yfupZVXeYQ+J/b1fBpcsLtj0KABsmzaanEREI9i0GYrPh7pju9lRhAF6RiZaVpYchxanNW6C\nbrNhk6uzlhY8qhmA9FgLaE2ahnqUgQnL0po0RSkvR9m71+wowqBgk6YAqHKOY1l6nTroycly95nF\nVX3vT+Ae7TW580cffZQff/wRRVG466676NChQ9XvFi5cyOTJk7HZbPTu3Ztrr70WgEmTJrF8+XIC\ngQBjx45l0KBBNRnR8rRGjYGaG4l+6qnHWb36F5xOO9dccyOtW7et+p10GDtaw0ZAaCT6QKexJD3W\nMEVBq98AdXvNDQ5Kh3Fgt6Pl1kXdXXNXZ6XHmqfVbwBQY3e8SIfxE2zQAPvqn1FKS9DT0mO6b+kx\nPoINGwKh4zFYt25M9y0dxof2lw5rgvQYB6pKsF59bNKhpWkNavZYjIUaG1xaunQpmzdvZubMmaxf\nv5677rqLmTNnVv3+kUceYerUqdSrV48LLriAwYMHs2/fPtauXcvMmTMpKChgxIgR8g+tGlq9egCo\nu2N/e9zKlcvZtm0rU6a8QnHxHm67bRxTpvw5saZ0GDta3coea2CQUHqMD61efexrfkUpLkJPz4jp\nvqXD+An1uDq0dLY9th+R0mOcJCejpaXXyGNx0mF8afXqA6Du2EHwmNgNLkmP8aNXnt/Ydu8k2L5D\nNa8On3QYPweOQ1sNPIojPcaPVq8+tk2LwOcDpzNm+5UO4+fA9/6aOBZjpcYei1u0aBEDBoSe0c3L\ny6OoqIjS0lIAtm7dSkZGBg0aNEBVVfr06cOiRYs48cQTefLJJwFIT0+noqKCoKxMcFh6RiZaTg72\n1b/EfN/Lly+jV6++QKjDkpJiysqkw5oQzGsJgP1X6dGqAm3aAWD/MfaTz0qH8RNs3QbF58P2x+8x\n37f0GD/Bo4/G/vtv4PHEdL/SYXwFWx4NxP6zUXqMn0CLPABsv/4a0/1Kh/ETPKoZuqJgWxPbDkF6\njKdgy1Youo79NzkWrSqQ1woAWw1874+VGhtc2rdvH1lZWVU/Z2dns7fyeeu9e/eSnZ39j9/ZbDaS\nk5MBmDVrFr1798Zms9VUxNpBUQi064Bt+7aYX6Xdv38/mZmZVT9nZmaxf/9+QDqMtUDl1TzXrJnV\nvDJy0mN8BFq3AcD18Qcx37d0GD+Bylu5XXM/jvm+pcf4CbQNvac6YrxKlXQYX4G2oUF71/tzYrpf\n6TF+gu3aA+Ce/U5M9ysdxo+enoF2VLPQqn9+f0z3LT3GT6Bt6Fh0zv0kpvuVDuNHa94CLSUV9/uz\nzY5ySDU659Jf6RFMxvjll18ya9YsXn755Wpfm5WVjN3+93+MublpEeczS0yyNj8KvoGcbeuhwzHR\n769SUpKD9PSkqox2u0p2dgq5uWls3Xr4baPtEI6wHuuEVhuzV5TH/O9tZo9HVIcD+wKQ5C0nqRZ1\nCEdYjz26AJDiKSWlFvV4RHUI0CZ0x0tm/i6I4d9djsXwxSTroL4AuPyemP7d5VgMT0yy5oRWqbJX\nlNWaDuEI7LF+Pdi0kdySvXBM7fiuccR12D20kmpKWVFMz2/kWAxfbN5Ts6GslFyXDumxnYvwr4xm\nrbHBpbp167Jv376qn/fs2UNubu5Bf7d7927qVk7y99133/H888/z0ksvkZZW/V+qoKD8bz/n5qax\nd29JLP4KNS5WWd1tjycNKN68A28M/+4pKRls3LiNvXtLyM1NY+fO3ahqEnv3ltRoh3Bk9pjZsRP2\nX1ezL8Z/b7N6PNI6VJxp1AG8u/dSXEs6hCOvRzU9lxzAs3MPJbWkxyOtQwBHs1ZkAmXbdlEun4tx\nF7usKnWSkgjs3UdhLejxyOwQslq3Rd2xnf21oEM4MntM6dyN5MWLKVi/lUB2wxgkq9yvHIvVilVW\nNat+6PxmV2zPb+RYDE+ssqad2A33li3sX78NrXGTGCT7p/+fNZKBphp7LK5Hjx589tlnAKxevZq6\ndeuSmpoKQOPGjSktLWXbtm0EAgHmzZtHjx49KCkpYdKkSUyZMuVvt9eJw9Mr/1spRYUx3W+XLt2Y\nP/8rINRhnTp1SE5OAaTDmqBnZKJ4vTGfI0R6jA89JRXdbkctjO1xCNJhPNXU+ylIj/GkZxzosSim\n+5UO409Lz5AeLU7LyEApLgJNi9k+pcP40ir/e6nFcixalVb5uajK+6mlVZ2n1sD3jViosTuXOnXq\nRNu2bRk9ejSKonD//fcze/Zs0tLSGDhwIA888AC33HILAMOGDaN58+ZVM8bfeOONVfuZOHEiDRvG\nboS8Nqp6s8jPj+l+27c/jmOOac1VV12G02nn5pvH8cknH5KSksrIkcOlwxir+uAuLKhaSjsWpMc4\nURT0zEzUPbFfxl46jB89PQNdUaRHizswuKTu31fNKyMjHcafnpGBuju2x6P0GF96ZiaKrqOUFFcd\nm9GSDuPrwCq4SkFBTPcrPcZRUhK6w4GSvz+mu5UO40vLCB2LakE+iTgFuqJHMhlSAvr/t5cdibfH\n2datJfukE/AOGUbxqzNikOyfork9rjoH+29wJPaYcu+dJE95hqLXZuIbPDQGyf4pnj0eiR1mDj0Z\nx/Jl7Pt9E3pWdvUbGCDH4qHFKmv2iR1Qd+5g35Y9oNbMDb5yLB5czLKWllKnZWOCrdtSMO/76Pd3\nEHIsHloss2accwbO+V+zf/kvaE2axmSffyXH4sHFMmvqrTeS9OrLFL77If5efWKyz7+SY/HQYpXV\n+enHZFx8LuVXX0/Zg+NjkOyf5Fg8uFhmze7cAXXXDvZt2gX22N9jIsfiocVsOpzpL5N2242UPjCe\nimuuj0Gyf0rIx+JE/ARbtkJ3u1F3xHa1OBFfgeM7AqDu2G5yEmFUoF1ohapYX2UX8RVo2x7F54v5\nFVoRR6mpBPNaou6Sz0WrC3Q4HkDOcSws0CE0qbe6fZvJSYRRVeeoO+Uc1coCHY4Lnd/E+GkXET+B\n4yo/E2O8SnysyOBSLaHVrYe6b6/ZMUQUtNzQBHfSo3VpdeoA0qHVaTnSY22g1ckNnUAHE/HGcRGu\nqvfVGD/iKOJHq1sPAHV/bB/HEfGj1QktyqTuk+PQyuQ81fr+PBYTs0MZXKoltPQMlOJis2OIKOiV\nz9BKj9ZVNSeBdGhpVcdiifRoZXpGRmiel7JSs6OIKFS9r8rxaFl/vqfGdiJhEUcOB1pKqpzfWFzV\nYhcl1niUTPxTop+jyuBSLaGnp6OWlsgVWgvTK5fhTNQ3C1E9PT0dkA6t7s9jUU6+rExPlR5rA+3A\n8VgqPVqVJsdiraCnpcV8tTgRXwfeT9VSOU+1Kj0lFUjc91MZXKolZGDC+rS0ytn/Y7xEqIgfrfIK\nu1ooc/VYmfRYO1QN9ibocr0iPAcGCVXp0bIOnKPK+Y216Wlp8j3D4vQ0+Vy0PFVFS01L2PdTGVyq\nJbSGjQBQt241OYkwSs/JQXe5ULdLh1alNQ2tZKRu3mRuEBEVrUkTANQtm01OIqIRbNgYANvWLSYn\nEdHQGoV6VLfJZ6NVafUbADKht9Vp9RuG5s0qLzc7ijBIa1T5fVHeTy1Na9Qo1KGumx3lH2RwqZYI\nNm8BgG3TRpOTCMNUleBRzbBtlA6t6sBxaN+w3uQkIhrB5nmAvJ9a3Z+fixtMTiKiEWwSGrSX49HC\n3G6CDRpKhxZX9Z4qF9AsK9hMvi/WBsFmzVGLi1AKEm/VPxlcqiWCTY4C5Aqt1QWbNEUtKpTbji1K\nT89Ay8xE3SFL9VpZsHHoziWbXGW3tKo7CaVHa0tKIli3nhyPFqc1PSr02Shzg1pWsPI91bZNvmtY\nVdVgvdy5ZGlVPSbg56IMLtUSVcsSylK9lqZX9qjIUq+WpeXUkaV6rS4pKbQqjiybbWlazoEll+V4\ntDo9p44cjxan5dQJrd4oc71YVtU5qhyL1pWUhJ6cgpKfeHe8iPAl8vdFGVyqJfQ6OQCou3eZnERE\n488vQ3tNTiKM0uvkhvrTNLOjiCjoOXWw7Ui8K0IifFXvp/K5aHlanTqoJcXg85kdRRhUdTzKRVDL\n0rIrv2vs2W1yEhENrU4dbLt2mh1DRCGRz29kcKmW0OrVB8C27g+Tk4hoaNnZANh//83kJMIoLSsL\nAJt0aGlaVhbq/v0osmKcdSUlobtc2NatNTuJiNKBCaGlS+vSK89vbL+vMTmJMErLCQ0u2eU4tDQt\nIxN17x6ZgsPCDnzXSMRjUQaXagk9NY1go8bYZHUjSwu0Pw6QVaqszN+5KwA2mdTb0gKdTwRk0kur\nCxzfKXSFtqLC7CgiCoFj2wBg2yiTs1tVoG07AGyb5fzGqgIdjgfkHNXqAsd3BEDdtMncIMKwQKfO\nAKhbNpkb5CBkcKkWCRzbmv9j777j26jvP46/JGt4yXvHdrxn7CTO3oGElFEopUBpS+mg0LIKLaXw\nowNKGQXCKKFQRlpGWS3QsjdhZG8n8d4rjqdkeVu29PtDthPHzlJkn2R/no+HH+DofPe13v7o7r73\nve+pm5td8v5LcXIG0tIBGbnkzgZS0wDQ5O1XuCXidPQnpwKgyc9TuCXidPSnDNZjsXymurOBpGQA\nNIX5CrdEOKo/1X5841FSpHBLhMP0egaiY9AUF7nkI9DFyRlIGTy+kVGEbssaNQ2bpyeaItf7PJXO\npXHyxhv/5uqrf8z111/NVVddwY4d28Zcrr7+IFde+UMALr74fLq6uhzepmXhYgB0G790eB1ipInO\n0RoZxUDsdLRbNsoTVZxkojO0LFyETa1G9+UGh9ssRpvwHJcsA0D7leToLIrsFxfZ94var79yeB1i\nJEVynL8QAO2mrx1ehzhMiQwHUlKx+geg27TR4XWIkZSpxQWom5vk1n8nUfJ8UbtR9ovOMuE5qtVY\n5i1AU5CHqsm15unVKN2Ayai+/iDvvPM/nn32BTQaDTU11dx//93Mm7dgXLdrWbYCAN3779B74XfG\ndVtTgVI59i1bgddLL6DdvHE4U+EYJTK0+QfQP3sOmp3bUddUYx18XKhwnBI5DqSkMhAege6Tj6Gz\nE3x8xm1bU4Fyn6crAdC/9xbd1984rtuaCpTK0RYcTH9mFtptW1C1tGAbnPtFnDqlMsTDA8vipeg/\neBePvAMMDN4mJxyj3LnGSjzffB3dR+/TPTjaXjhGqQz7Z2RjDQhA/8lHdPT1gU43rtub7JQ879d9\n/SX6D9+j54c/HtdtnQrpXBoHHR0d9PX1YrFY0Gg0xMTE8vjjT1NRUc4jjzyASqXC29ubhx9e69Tt\n9s/KYWB6HPqPP6TdYgGt1qnrn2qUyrH3Wxfh9dIL6N9/RzqXTpNSGfZcfCmGXTvQffIRPT+9yqnr\nnooUyVGloveiS/B+ch26rZvoW7XGeeuegpSqRVt4OH2Ll6LbvBFVYyO2sDCnrn+qUSpHgN4LLsTn\nvj+j2/ApvRd/1+nrnyoUzfD8b6H/4F30H75Hl3QunRbFjlHPPg/fW25C//47dN94s1PXPdUoVose\nHvSefyFeLz6HZvcu+hcucu76pxjFzjUu+DY+996F7qP3pXNpIt25+fe8U/Y/p67z/MQLuXPx3cd8\nPTk5hfT0TC655AIWLVrCwoVLWLHiDB599EFuueV2YmJiefPN//DSSy+xZMmZzmuYWk3fqrPw+scz\naPbspn/+OF+FmiBKZAjK5WhZvBSbl9ekG/4/lWqx78yzANB99cWk6lyaarXYd8YqvJ9ch/arLydV\n59JUqkWw56jbvBHd5q8nzajeqVaLYM/R574/o928cdJ0Lk29WlwNgHbzRrj5VqeuWylTrRZtwcH2\n0dm7d6JqN2Mz+Dlt3UqacrW4chVeLz6HbvPXk6ZzaarVojUhkf74BLRbNkN/P2hco1vHNVoxCf3h\nD3dRWVnB9u1bePnlF/jf/16nsLCA+++3/4FaLBZycmY5fbt9Z67G6x/PoP/f65Omc0lJiuSo09G3\nbAX6jz/Eo6hweIJo4RglMrTGxdOfmobukw9RdbRj8zU4df1TkRI5WuYvxOrnj/6tN+n80z1OXfdU\npNh+cdUauOdP6N/676TpXFKSUjn2z8jGGhqG/t236Fj7V1DLtKGOUipDW3Awllmz0W7eiKq5GVtI\niNO3MZUo9pl6xiq0O7ahe+8dei/7gdPXP5UolaFl6TJsej36t/5L169/6/T1TzWK5XjmarzWP43u\ni8/oW/0Np6/fEZO+c+nOxXefsMfR2Ww2G319fcTFxRMXF893vvNdfvCDi+nu7mLduqdQqVQAhIYa\n2LfPubO8961chU2rRbd5E51OXbNylMgQFM5x9TfQf/wh2s0bJ03n0pSqRZWKvjPPwruoEM3OHVhW\nOveKk1KmXC16e2NZvAT9h+9PqvmzplQtAgMzshgIC0e7bbP9CUeD23JnU64WATQa+pavxPONf9sv\nvKRnOHf9CphqtQj24xvt3j1od2yj75zznL7+iTYVa7Fvzdn4PHAv2q2bJ03n0lSrRVtgEJacuei2\nbEJlMmILCHTq+pUwJWtx9Rq81j+NdusWl+lckss+4+Ddd9/igQfuwTb4mM7Ozg6sVitz585n69bN\nAHz66Uds2bLF+RvX6ejPnolHUQH09Tl//VOIkjla5swDQHNgn9PXPZUomuHc+QBo9kuGp8s1anG/\n09c9lSi6XwT6585H3dyMuuHQuKx/qlA6R8ucuYDsG0+H0hn2S4ZOoWSO/RkzsOn1cnxzmhSvxZzB\nWszPG5f1TxWKHqPmuN7n6aQfuaSEc889n6qqSq6++kd4eXnT39/PTTfdQlTUNB544B5eeul5dDo9\n69Y9SnV1g9O335+ZjXbXTnRffEbfmnOcvv6pQskcB1JSsel06D7/FKxWGf7vICUz7M+eCYD+/bfp\nvuEmp657qlE0x6yhHN+ZFFfZlaL4fnFGFvr330H30Qf0/OinTl//VKF0jgMzsgHQffoRvZdc5vT1\nTwVKZ9ifYZ/IW/f5J3Td8n9OX/9UoWiOGg39qelo8vajrj+INTLKueufIhSvxRlZAOg++QjL4qVO\nX/9UoWSOtsAgBqZFo926xWXmQFPZhrrZ3FRTU/uI70NDDaP+zVWNV1s1W7cQeME36Ln0e7Q//pRT\n1nl0W0NDnTeHzFjvgeQIhl9cieeb/8H4/qf0D46COV0TmaNkCP4Xnotu80Za9hZgjZrmlHVKLR7b\nuLTVaiUoOxVVTw8thRVOmzBRanFs49VWdWUFwfNn0rfiDNr+85ZT1im1eGzj1larlaC5WaiMRlqK\nKp3yCG2pxbGNZ1v9v3UOui2baMktdErHhNTisY1XW72efBzfO26n/S8POe3BJVKLYxu3tnZ3E5IW\nhzUsnNYdzhn5IrV4bOPVVp+778T7sYcxP/Mcvd+6yCnrPJ0cZTjEJNQ/fwHWgAD70ziE2+r7hn3U\nmeTovoZGDmo3fqVwS4TD1Gr6Vq9BbW5Dkye3xrkra1w8/SmpaHdsA4tF6eYIR6nV9J15FurODjT7\nc5VujXBQ31lnA3J848761tjnd5EM3ZiXF33LVuBRVYn6YJ3SrREO6h2ca0m7ZZPCLbGTzqXJSK3G\nsmgpHrU1qGtrlG6NcNDQEFXttvG511qMP8sSyXAysCxaAkiO7s6yaCmqri6XmptAnDrL4GOztdu3\nKdwS4SjLosUAaLdvVbglwlEDCUlYQ8PsGbr3TTBTmmXh4PGN1KLb6p+dg83TE+0218hQOpcmKcuC\noYMv1/hDE6fOGh7BQFy8/QDaalW6OcIB/ZlZWH0NLnM1QTjGsnDwRGirdC65M8v8BYDsF92dZf5C\nAPsoNOGW+rNm2k+GpIPQfalUWOYvxONQPeqaaqVbIxw0/HkqF8/cl16PZVYOHgV5qNrNSrdGOpcm\nK8uCwQ+Lr75QtiHitFgWLELdZsJDnuTgnjQa+ufNR1NagvpQvdKtEQ6yxk5nICIS7YbP5AqtGxu+\n6PLF5wq3RJwOa0wsA+ERaDd+KfXornQ6LLNy0OTtd4mTIeGY4XONTV8r3BLhqP6Zs7Dp9XK+6Ob6\n5y9EZbW6xMVs6VyapPqzZ2E1+OH5yr9QdbjHRGditL4lywDwfvoJhVsiHNW3bCVgn/xSuCmVCsvS\n5ag7O9D/7w2lWyMcZI2JZSB2OvrPPpH5JdyZSoVlyVLUJhO6D95TujXCQUO3/nutf1rhlghHWQaP\nUSVDN6bXY5k7H01JMZrdO5VujXBQnwvVonQuTVZaLX2rVqOy2fB+4D6lWyMc1PvNbwHg+epLcnXP\nTfV89/sAeD+5Djo6FG6NcFTP938IgO9vbpLREu5KpaL37HMB8Lnjdwo3RpyO3ou/C4Dv7bco3BLh\nqN5L7Bn63HsXDAwo3BrhiP4Z2fZRvfv2opFbHN1W7/kXAuB7280Kt0Q4yrLiDGx6PboNn6EuL1O0\nLc55prIYpb7+IFdccRmpqWmoVCr6+vq49tobmTlz1oS1ofv6m/D835t4PfcsnX+8y2mP0J4qXCFD\nfH3p+dZFeL71Jt5/fZjO3985cdueJJTO0RYaSt+KM9B9uQGv9U/RfaPsvE+V0hkCWJYuxxoUhLq1\nFe2XG7CsPHPCtj1ZuEKO3T+/Du+nn8TzrTdpf+Rx8PWdsG1PBq6QIUDfqjVYfXzxOFiHZvdO+nPm\nTuj23Z0r5DiQmIwlayba/bno//cGvd+5dMK2PRm4QoaoVHRffS2+d/0Bn4f+Qttr/524bU8SrpBj\nz/cux3DbzWj37kFdWYE1Ln7Ctj0ZuEKGqNV0/+QqvP/+OD4P3U/735QbwSQjl8ZRbOx0Hn/8adat\ne4prrrmB559/dkK33589C8u8Bah6elziHkx3pHSGAJ1/+BMAug9l+L+jlM6x/YFHANC/89aEbncy\nUTpDgI477gZA/+7bE77tyULpHK0xsfSedwEAus8/mdBtTxZKZwiASkXXzbcCoH/vnYnf/iTgCjl2\n/d/vAflMdZQrZNh95dXA4GPQu7snfPuTgeI5ennR9fNrAdDLrcYOUTxDXmaUhwAAIABJREFUoOs3\n9n2i7vNPFH0QlHQuTZDW1lZCQkK555472TQ48d2GDRu45547eeKJx3j33f8NL3v55ZfQ1mZyynY7\nb/4tALrP5CD6dI2V4aZNX3PbbbeNa4bW2On0nvUNNMVF8kQOJ1CiFq3xCfQtW4l2317UDYdOe31T\nnVK12HvJZVj9A+w7brk17rQptV/suvHXAOg+/9Qp65vKlKpFgO6fXmWfiHbDZ05b51SlVC32rVrD\nQGwc2q+/hP5+p6xzqlKsFr286Lr2l3Ih20mUqsXu628C5KKLMyhVizY/f3ou+wHqlhY0+3Odsk5H\nTPr7pHzu/D36d/534gVPQe/5F9J5590nXK66uorrr7+avr4+mpubeOihdbz88gujljv77HNZt+4R\nvvnNC6moKCcqahr+/gFOaatl0VJsXl7o3/wPnb+7A7Rap6x3Ik31DAH6zlyN/pOP8PzPq3T9+rdO\nW+9Emuo59q1eg+7rL9C/+pLb3ho31TNEo6Fv5Zl4vvUm2s0bhyczdTdTPcf+7FlYg4PRv/s2HXff\n75a3xk31DAHw9sayYDG6rzbgUVTIQGqa89Y9QaZ8jioVfWeswuv59eg+/pC+c7/pnPVOoCmfIfZj\nVO8nHsPz9dewnLnaaeudSFM9R2t4BP2ZWWi//hJ1/UGskVFOWe9EmuoZgr0WPV99Cf2/X6F/5myn\nrfdUTPrOJSUNDZEDqKqq5A9/uJWkpJRRyyUkJNHR0Y7RaGTjxi8566yzndcILy96LvwOXq/8C5+/\n3D18i5U4OS6RIdD77Yvx/ePteP/1IXrPv5CB5NFtEMfmCjn2XPo9fP78R3zW/oW+NecwkJ7htHVP\nBa6QIdjnJvB86018f30Dxs82umXHhJJcIke1mp5Lvof33x/H9/e30vHo35y37inAJTIc1HPpZei+\n2oDhV9djevtDmVvyFLhKjj3f/R5ez6/H94+3Y1y6DJufv1PXP5m5SoaWJcsYmBaN5+uv0XP5j4af\nBChOjqvk2PPd7+H7x9sx/Op62l55A1Qqp65/MnOVDHvPPg+rnz9ezz5F7yWX0T8rx6nrPxmTfi/c\neefdJ9XjON6mT49Dr9fT1NQ4/G/9RwwBPuuss/nyy8/ZuXMH99//sFO33XXTb/B86028Hn+UvlVn\nud2HvmQItqBgum76DT4P3ofhhp9jeudjtxuFNtVztAUH03nr7/C950/4XXsVxg8+A09Pp61/Ikz1\nDAEsK8+k74xV6DZ8hu+dv6dj7aNOXf9EkByh+7pf4vmfV/B6+UX6zj6PvsGnyLkLydCu94Jv0//E\nOrQ7t+P15ON033CT07cxniRH6J8zj95vnIP+ow/wufP3dDy8zqnrH2+SIeDhQecf78Lv5z/FcN3V\nGL/c4nadhJIj9Fz+I7zWP43u80/x/Nfz9Pzwx05d/3iTDAFPTzp/dweGW3+N4fqfY/zkK/Dycu42\nTkDmXJogZnMbLS0tTJ8eR0tLMwC7du0afn316m/w/vvvEBISjKeTTzit8QmYXn8b1Gr8fno52i8+\nd+r6p4qxMty3b+/w6+OZIUDXLf9Hz3cuRbt7F35XXoHKZHT6NqYCJWux+8ab6f7hj9Hk7cf/B5eg\nPlTv1PVPFYrWolpN2wuv0p8xA68X/mF/pH1vr3O3MUUoul8Mj8D05nvY9HoM112N7v13ZR4tByi9\nX8TTE9Mb72ANDcPnvrvwfG695OgAJWsRlQrz+hfpz8zC61/P433fXTL/kgOUrsXeb19M58234lFX\ni//3L0Fdf9Dp25gKlKxFm68B01sfYPUPwPf2W9C/+pJ8njpA6Vrs+cnP6PrZz9EUF+F/xWWompqc\nvo3jmfQjl5Q0dP8lQF9fH7/61S2Ehobxpz/9ni+++JyZM2cMLxsUFIyXlzerVzt/2DhA/9z5tD+8\nDsNvbiTg0gvpW7aC9r89jTUicly2N1mcKMPk5BT6+uzLjneGAB0PPIy64RD6D99DNyuDztv/QPfP\nfgFq6Sc+HleqxY6770fd1IT+w/cImjOD7mtuoPOW/wO9fly2N1m4VC3q9bT981/4f/9ivJ9ch+d/\nXqH9gUfp++YF47O9ScSVanEgPQPzE8/gd93V+P/4+1jmzsf81D+wxsSOy/YmC5eqReyjQtv+8S/8\nr/guht/+Cq9/Pov57+vl1uMTcKVaRKfDvP55/L97ET6PrMXz36/S/tcnsCxfOT7bmyRcrRa7fv1b\nPMpL8fzvGwTNy6brhl/Zn+oot6selyvVojVqGuZnn8fvpz/E75fXYHn6Sdqf+odMx3ECrlaLnX+4\nC4/qKvQff0jwnEw6f/N/dF/3S/DwGLdtDlHZbOPXJXnvvfeSm5uLSqXi9ttvJzs7e/i1zZs38/DD\nD+Ph4cHy5cu57rrrTvgzY2lqah/xfWioYdS/uaoj22oymbj55ht45pnnUY9jR4Fm+zZ8/3Ar2j27\nsRr86L3wIrp+/Vus06LHXP6xxx4iL+8AOp2Ga6+9ifT0zOG2j1eGQ+t3txwnKkP6+/Fe9wjejzyI\nqqcHy6zZ9Fz+Y/vw1WPcH61Eju6YIUxQLVqteP7zWXweuAe10Uh/fAK9F11C1403H/NWOanFE5vo\nWlS1mfC57894PrceldVK39LldF/5c/uktFKLDlFkv7hvL76/uxXtti1YfXzpveBC+35xetyYy0st\nntiE7xcBdUW5/Wr7Z59g0+no/dZFdP36FgYSk8dcXmrx+JSoRVVLC753/g7P117GplLR941z6Lr+\nV/TPXzDm8lKLJzbhtWiz2Y9v7r0LtbmN/vQMer7/Q7qvuuaYF0KlFo9PiVr0KCnG9/Zb0H25AZun\nJ73nX+hyn6dD63e3HCesFq1WvJ56Ap/770HV1YklayY9P7iCnp/87ITzaR39voaGGk56s+P2G23f\nvp2qqipee+017rnnHu65554Rr999992sW7eOV155hU2bNlFaWnrCn5msvvrqC2688RquueaGcT/4\n6p+/ANP7n9Hx5/sA8HrxOYLmz8T3t7/CY/++Ecvu2bOL2toannrqn9xzzz08+ujaEa9LhodNZIZo\nNHT96hZav95O76qz0O7dg+E3NxK4YiGeLz4HHR0jFpccT96E5ahW03Pl1bRu3k339y7Ho7ICn4fu\nJ3h2Ot4P3oe6pnrE4pLhyZvIWrT5B9Dxl4cwffwFljlz0W38Cv+f/ICAc1ejf+Pfo26XkxxP3oTu\nF7NnYXrrA9ofeAS0Grxe+RdBi3Lw/c1Nox7nKxmevAndL2KfAsD88uuYn3wWa2AQnv95lcAl8/D9\n1fVojrglASTHUzGhn6nBwbSv+zum/77HQFIy+g/fJ/CbZ+H3o++j/XLDiFt0JMOTN6G1qFLR89Or\naN20k55vXYSmIB/fP/wfgYty8Pzns6jazSMWlxxP3kTmOJCcQtu//4d53d+xGfwOf57edB2avbtH\nLCsZnrwJrUW1mu5rrqd10w56zz4X7f5cDLfdTOCy+WOeLzrLuI1T3LJlC6tX2x9HmZiYSFtbGx0d\nHfj6+lJTU4O/vz+RkfZbslasWMGWLVtobW095s9MZsuXr2T5RA799fCg++fX0X3lz/F66gm8nvob\nXs+tx+u59VgWLMKyYBHW0FD2FuazMjQc7eaNJC6dT3u7mc7ODnx8JMOjTXiGgHV6HOZX3sCjuAif\n++9B9+5bGG7+JT73/om+M1bTn5qGzT+AvQf2sTI8HI8D+0lcuUhyPI6JztEWHEzHX5+g8w934f3o\ng3j963l8HrwP70fXYlm2AsusHGzBwezNP8DKsAi0WzZJLZ6AErXYnz0L0wefo9m+DZ+196H74nO0\nu3YwcNcf6Vt5JgOJydj8/dl7IJeVYRFSiydhwnNUq+n58ZX0XPETvJ79O15PrMPrhX/g9cI/sMxf\niGXh4pH7xS2bSFy2QDI8DiVqEZWK3u9cSu+3L8bzxefwfuxhvF56Aa+XXsCyYBF9i5dgDYuwf6ZG\nROCRd4DEFQslx+NQIkfLkmUYN+5A9/67eD90P/oP3kX/wbv0Z8ygb/lKrFFR7C0qOFyLyyXD41Ei\nQ1t4OO3PPEfn7+7A5/570P/3dQy3/hqfv/yZvjPPoj8t/Yhj1Ag88vOkFk9gwnNUqej97vfpveQy\nPF/4J96PP4rXyy/i9fKLWOYtsO8Xw8Ls+8WhY9QVcmxzPIqcL06LxvzCq3iUluB9/z3o3/6v/Xzx\nvrtGnC/a/P2x+gdgjYyC0PkOb2/cOpeam5vJzMwc/j4oKIimpiZ8fX1pamoiKChoxGs1NTUYjcZj\n/owYBxoN3df9ku6rr0H32Sd4P/Ywmh3b0G7bAkB7WBg5nZ0EPLoWEhMJmD2HlpYWfHwkQ1cykJKK\nef0LqOtq8frns3i+/AKer782/PpQjkEP/gVeeomAgEDJ0cXYQkLovPt+um77Pfr/voHX00+g+/xT\ndJ9/ChxRi488CKmpBGTNlAxdUP/8BbT9+394lJXg9czf0b/xH7xe+dfw64dr8T547TWpRVekVtN9\n9bV0//RqdJ9/gvdjj6DZuR3t9q3AUfvFzEwC0jMlQ1ekVtPzo5/S84Mr7Dn+9WE027eOOr4JevAv\n8OabUouuSKWi77zz6Tv3m2h2bMd73cPoPv8U7/wDwFG1OHMmAcmpkqELssbF0/7ks3Te8Wc8//kM\nXi8+j+cb/x5+fcR+8e23pRZd0dDFlx/+GN2GT/F67BG027ei3bENOOoYde5cAuISJEMXNJCUbO/w\nvfNuvNY/jecrL+L5n1fHXvj992GuY0+Xn7AZ1hyZ2ulkfiYw0BuNZuTkVKdyX6DSXKatP/yu/au1\nFXJzwWSCV16BiAjw94fsbDRvvklQkA+hoQZqak5utY5mCC703pwEl2hraDr89SF4dC3s3w91dWA0\nwhtvQEiIPctVq9C8886E5egS78tJcom2hhrg1zfYvw4ehIICey2++qo9v4AAmD0bzX/+I7V4DC7R\n1tAcWPg0PP2k/fP00CF7jq+/DqGhEBkJK1ei+e9/pRbH4DJt/cGl9q+h/aLRaK/F8HB7Lc6Zg+a1\n16QWj8Fl2jqUY3Mz7Nljz/G11w7X4vLlaP79b6nFMbhMW89bbf/q7IRdu6ClxX6MGh5uP0adPx/N\nK69ILR6DS7Q11AAPPwgPPQAHDkBtrb0Wh/aLUVGwZAmal1+WWhyDy7T1exfbv4xG2LvX/t8jzxcX\nLULzr39JLR6DS7Q1NB3WPWI/Zxw6XzSZ7FkajWC1wqJFhAY41tZx61wKCwujubl5+PvGxkZCQ0PH\nfK2hoYGwsDC0Wu0xf+ZYjMauEd+748RerkULM+YC4FNURkVwCE0XfofQUAP1f3sStdqLpqb2cc0Q\nXPW9GZtLtjUy3v4F+FQfHJljfcOE5OiS78sxuGRbtQbItg9L9SmpGJnhY49LLY7BJdsak2z/Qmrx\nZLhmW4/YLxaXj8zw0cekFsfgmm3Vw6yFAPiUVx/OMVhqcSwu29b02cAYx6gPPyq1OAaXbGtEnP2L\no/aLQVKLY3HNtmqOvV988CGpxTG4ZFujEuxfRwkNcMEJvZcsWcJHH30EQF5eHmFhYcND3aKjo+no\n6KC2tpb+/n42bNjAkiVLjvszYuLNn7+QL774DLDnERISgre3DyAZuhPJ0f1JhpOD5Oj+JMPJQXJ0\nf5Lh5CA5uj/JUBxp3EYu5eTkkJmZyWWXXYZKpeKOO+7gzTffxGAwcNZZZ3HnnXdy8803A3DuuecS\nHx9PfHz8qJ8RysnKmklqajq/+MVP0ek0/PrXt/L+++/g4+PLxRdfIBm6CcnR/UmGk4Pk6P4kw8lB\ncnR/kuHkIDm6P8lQHEllc2QyJBdy9PAylxxydgzu3FZn3jM61nvgzu+NK5vIHN35fXFlUovH5s5t\nlVq0c+e2Si0e5s5tlVq0c+e2Si0e5s5tlVq0c+e2Si0e5s5tdYnb4oQQQgghhBBCCCHE5CedS0II\nIYQQQgghhBDCYW5/W5wQQgghhBBCCCGEUI6MXBJCCCGEEEIIIYQQDpPOJSGEEEIIIYQQQgjhMOlc\nEkIIIYQQQgghhBAOk84lIYQQQgghhBBCCOEw6VwSQgghhBBCCCGEEA6TziUhhBBCCCGEEEII4TCN\n0g1wpnvvvZfc3FxUKhW333472dnZSjdp2LZt27jxxhtJTk4GICUlhZ/97Gf89re/ZWBggNDQUB58\n8EF0Op1ibSwuLubaa6/lxz/+MZdffjn19fVjtu/tt9/m+eefR61Wc+mll3LJJZc4rQ2S4emTHI/P\nHXKUDI/PHTIEyfFE3CFHyfD43CFDkBxPxB1ylAyPzx0yBMnxRNwhR8nw+NwhQxjHHG2TxLZt22xX\nX321zWaz2UpLS22XXnqpwi0aaevWrbYbbrhhxL/ddttttvfff99ms9lsDz30kO2ll15Somk2m81m\n6+zstF1++eW23//+97YXX3zxmO3r7Oy0rVmzxmY2m23d3d228847z2Y0Gp3SBsnw9EmOJ+bqOUqG\nJ+bqGdpskuPJcPUcJcMTc/UMbTbJ8WS4eo6S4Ym5eoY2m+R4Mlw9R8nwxFw9Q5ttfHOcNLfFbdmy\nhdWrVwOQmJhIW1sbHR0dCrfq+LZt28aqVasAOOOMM9iyZYtibdHpdDzzzDOEhYUN/9tY7cvNzSUr\nKwuDwYCnpyc5OTns3r3bKW2QDE+f5OgYV8pRMnSMK2UIkqOjXClHydAxrpQhSI6OcqUcJUPHuFKG\nIDk6ypVylAwd40oZwvjmOGk6l5qbmwkMDBz+PigoiKamJgVbNFppaSm/+MUv+N73vsemTZvo7u4e\nHhIXHBysaHs1Gg2enp4j/m2s9jU3NxMUFDS8jDPfZ8nw9EmOJ8eVc5QMT44rZwiS48ly5Rwlw5Pj\nyhmC5HiyXDlHyfDkuHKGIDmeLFfOUTI8Oa6cIYxvjpNqzqUj2Ww2pZswQlxcHNdffz3nnHMONTU1\nXHHFFQwMDAy/7mrtPdqx2jee7Xa198TdMwTJEdw/R8nQ/TMEyRHcP0fJ0P0zBMkR3D9HydD9MwTJ\nEdw/R8nQ/TOE08tx0oxcCgsLo7m5efj7xsZGQkNDFWzRSOHh4Zx77rmoVCpiY2MJCQmhra2Nnp4e\nABoaGkYMTXMF3t7eo9o31vvsrHZLhuNDchzJHXOUDEdyxwxBcjyaO+YoGY7kjhmC5Hg0d8xRMhzJ\nHTMEyfFo7pijZDiSO2YIzstx0nQuLVmyhI8++giAvLw8wsLC8PX1VbhVh7399tusX78egKamJlpa\nWrjooouG2/zxxx+zbNkyJZs4yuLFi0e1b+bMmezfvx+z2UxnZye7d+9m7ty5TtmeZDg+JMeR3DFH\nyXAkd8wQJMejuWOOkuFI7pghSI5Hc8ccJcOR3DFDkByP5o45SoYjuWOG4LwcVTZ3GJt1ktauXcvO\nnTtRqVTccccdpKWlKd2kYR0dHfzmN7/BbDZjsVi4/vrrSU9P59Zbb6W3t5eoqCjuu+8+tFqtIu07\ncOAA999/P3V1dWg0GsLDw1m7di233XbbqPZ9+OGHrF+/HpVKxeWXX84FF1zgtHZIhqdHcjwxV89R\nMjwxV88QJMeT4eo5SoYn5uoZguR4Mlw9R8nwxFw9Q5AcT4ar5ygZnpirZwjjm+Ok6lwSQgghhBBC\nCCGEEBNr0twWJ4QQQgghhBBCCCEmnnQuCSGEEEIIIYQQQgiHSeeSEEIIIYQQQgghhHCYdC4JIYQQ\nQgghhBBCCIdJ55IQQgghhBBCCCGEcJh0LgkhhBBCCCGEEEIIh0nnkhBCCCGEEEIIIYRwmHQuCSGE\nEEIIIYQQQgiHSeeSEEIIIYQQQgghhHCYdC4JIYQQQgghhBBCCIdJ55IQQgghhBBCCCGEcJh0Lgkh\nhBBCCCGEEEIIh0nnkhBCCCGEEEIIIYRwmHQuCSGEEEIIIYQQQgiHSeeSEEIIIYQQQgghhHCYdC4J\nIYQQQgghhBBCCIdplG7A6Wpqah/xfWCgN0Zjl0KtOTXu3NbQUIPT1n10hmNtz5W5c1vHM0d3fl9c\nmdTisblzW6UW7dy5rVKLh7lzW6UW7dy5rVKLh7lzW6UW7dy5rVKLh7lzW08lx0k3ckmj8VC6CSdN\n2uo62zsd0lblt3W6pK2us73TIW1VflunS9rqOts7HdJW5bd1uqStrrO90yFtVX5bp0va6jrbOx1T\npa2TrnNJCCGEEEIIIYQQQkwc6VwSQgghhBBCCCGEEA6TziUhhBBCCCGEEEII4TDpXBJCCCGEEEII\nIYQQDnP7p8WJ8dPWa+KTqo/4uvZLcmJm8qPknyvdJHGKSo0lfFn7OZXmSlq6m7l3zZ8JIELpZolT\nYLVZqWgro8pcyde1X5EQFssPk65SulniFFltVg521LGh5jN2HdrBn9fciYFQpZslTlFbr4kvaj7n\nq9ovmBMzi+8n/lTpJolTZLVZKWwt4JPKDykxFXP/2ffiQ7DSzRKnqNRYwqfVH1HYUsDi+AVcGn+F\n0k0Sp8hqs7KncRefVH1EbXsND57zF7wIVLpZ4hTYbDYOtOxnQ/VnlJqKWZ6whIvjLle6WeIU2Gw2\nioyFbKr7ijJTKW29bTxy3lp0+Dm0PulcElhtVirbytl+aBu5TXsoNhZTaiymvvPg8DIl5kLpXHJh\nA9YBioyF7GnYRYmpmBJjEUXGIqrNlcPLqFVqfjTnchYESueSqxrqSNrTuJsdh7aR27iHwtYCuvoP\nPw50YfRC6VxycZYBCwea97GrYQd7m/ZQ0JJPUWsBfdY+AFSouGLOD8jxl84lV2Wz2agyV7K7cSe5\njXvJbzlAkbGQQ531w8tUdCyVziUX19Pfw+6Gnexp3M2B5n3kteynoq2c3oFeADxUHvxs3k+Y5Sed\nS67KMmChoDWPHYe2UdRaSKmphGJjEY1dDcPLHOypkc4lF9dh6WBPwy72Nu0hv/kAeS37qTZXDR/f\neKg8+MWCq5jhO1fhlopj6envIa9lP7lNeyloySe/5QAVbWU0dzcPL9PS1yidSy5swDpAiamYfU17\nyWs+QLGxkKLWQmo7aoaX0ag1XG+8hnTv2Q5tQzqXphCrzUpTVyNV5ipKTcWUmkooaMljb+NuWnpa\nRiw7zTealTFnMj9iIecmnM/i5DmYWnsUark4UluviXJTGaWmEvJaDrC/KZc9jbvpsLSPWC7EK5Rv\nxJ3DOfHfJDUojXj/BFJj4mhqaj/GmsVE6bR0UmIsospcSXV7NWXGEkpNJeS35I3IUavWkhyYSmbw\nDOL9E8gOncnFs7+F2dinYOvFkC5LF9XtVdSYqygxlVBmKmF/Uy75LXnDHUkAeg896cGZxPnFMydi\nLufEf5O5iVlSiy7AZrPR3N1MTXsVxcYiSo0l7G/OZX/zPpq7m0YsG+0bw7LolSyMXMSa6WezMn0x\nxpZuhVoujtRp6aS2vYYqcwUlxhIKW/PZ37yPotYCBmwDw8t5a7xJC8ogOTCFM2JWcUbsatJj46UW\nXYDNZqOxq4GKtnJKTMXktxxgf9M+DjTvp6u/c8SyMYZYzku4gDXTz2ZuxHzmJWbLMaqL6B3opa6j\nljJjCWVtpeQ1H2BfUy7FxsIRteij9SXeP5GZobNYE3cOC6MWyTGqi7DZbLT0tFBiLKLUVMKB5n3s\na8olr3k/PQOH68xD5cE0QwzfiT6TNXFnkx06k7mJ2bJfdBHd/d2UmkooNRazfzDD3Q07R50vBnsG\nc37ihayOXUN6cAaJAUkkTJvmcC1K59Ik1d5nptRYQpGxkO31W9nVsJOKtrIRHwpDon1juCj5THLC\n5jAvYgHJQan4an1HLKP10AKy455IfQN9lJlK2Vq/mV0NOygzlVDRVk5rT+uoZRMDkjgv/HzmRSwg\nNSidlMAUAj2DFGi1OJJlwEJ1e+VgZ2AppaYS9jftZX/zvhEHWWAfWZYckEJW6EyyQmayMHIRGSEz\n0HvoRyyn1+gB6VyaSDabjfrOg/adtKmE7fVb2HFoOzXt1aOW1al1ZARnkhU6iwWRC5kVmkNiQBIe\nag8FWi6O1N3fTUVbOaXGYrbUb2LnoR2UGItHnbjC4ZPXBZELmRk6m4zgTPz1ASOW0ajlEGqiWW1W\n6jvstVjQmsfmg5vY27h7xIiyIV4aL2aF5TAnfC7zIhaQFTqT6YY4qUWF2Ww2jL2tVLVVsq85l60H\nN1PQmk9lW8WoWvRQeZAcmMK8iAXMi1hAZkgWif5JeGu9Rywnx6gTzzJgobajhipzJfuactlWv5n8\nljwOdtRhwzZiWW+NDznhc1kQuYjZYXPIDJkhtegCbDYbrT2tVJkr2HloO9sPbaPYWEiVuZLu/pEd\nRBq1htTAdPtxTVgOmcEzSAlKG3WMKvvFidfT30OVuZLth7ay69AOSkzFVJuraOg6NGrZBP9Ezo/8\nFtmhs8gIzhzz2OZ0yV+AmxqwDtDQdYjq9mpqzFXUtFdTba6irK2UclMZTd2NI5b31viQEpTGdL84\non1jSAlMJSEgkbSgdOmEUFDvQC8HO+qo66ilsCWfElMxte01lLeVUdlWMaIDQqPWMN0vjpywucT7\nJ5AUmEJaUDqZwTPw0/sr+FtMbT39PeS3HKDUVEJNezW17TUj6vLoTiStWsvssDnMCptNvH8C0YZY\n4v0TSPBPROehU+i3EB2WDsqMJTR3N3Gw8yA15mqKjIUUGwupa68d1TEf7BnMsuiVxA1+piYFJpMY\nkExyQMrgiY6YaEPzWjV3N1HXUUdtezVFrYUUG4uoba+hvvPgiJMenVpHUmAKcX7xxBhiSAxIJjEg\nicyQGQR5ym1SSjH3tlHdXk1TVyO1HTXUtdewrymXKnMltR01o056In2iWB59BtP9phNjiCU5MJWk\ngGSSApLl5FUhlgELdR211HbUUGOuprq9inJTKRVt5ZS3lWPuaxuxvLfGm+l+8SQEJJLgn0hiQBJp\nQemkB2fipfFS6LeY2oY6AWvM1dS011DTXk1NexXlbWVUtJVTba41owj/AAAgAElEQVQadXwT6RPF\n4qilxPjFEucXT1JAMunBmST4J0otKqRvoM9ei4MZVpsrKTOVUWEup9xUNmoUi0HnR1JACtMM0SQF\nJJPob98npgVl4KnxVOi3mNqGOgFr2+21WGWupHzwfL+irXzUsc3QiLIlUctICkwhKSCJGSHZzAjJ\ncnpH0likc8nFDX24V7SVU9CST6mphL2Nu9nTuGvUARbYRz/EGGI5I2QVyYEpJAYkkxM2h8yQLOlN\nVlDvQC95zfvJb8mjoCWPPY27KTYWjTrAGhKoD2RO+DySApLJCZ/LwsjFJAQkSoYKGbAO0NzTTHNX\nE/WddcP1uKdxN0XGAvqt/aN+JsQrlJzwuST4Hz5YTh7s1D36So+YON393RzsqKXKXMWB5v3kt+y3\nz4lkLMRqs45aPsgzaLhjPikgicSAZLJDZ5EamIZKpVLgNxA2mw1Tr5FqcxX7m/eR33KAgpZ8cpv2\njjpQBvuB1tBJT2JAMkmBScwMnU1O+FypRQX19PdwsKOWirZydjfuori1iAMt+ygzlY65fKA+kKSA\nFPvnaWASSQHJLIxcTLQhZoJbLobYbDYauxvtF8eMRcPzBVa3V435ear30DPdL45FUYsHP1NTWDJt\nGUkByfJ5qqCe/h6qzVUUtuZTbCwit2kP2+u3Yuw1jrl8iFcIOeH2C52xhukkB6awOGop4T4yp6dS\nbDYbDV2HyG/Jo9RYzPZD29jTuIva9ppRI8kAPD08ifOPJ84/gemG6WQEz2BR1BKm+8VJLSrI3NtG\nQWsBZaYSNh/cyL6mvVSbq8ccYQ0Q5TONxVFLme4XR1boTBZGLiYlMFXRi5xypuoCjD2tlA8+Dcre\ns1xD7eAIiJr2mlF/UCpUpAVlkBqUSozBfqUu1i+WGMN0pvvFyegHBXRYOqhqq6Suo4bawSsEde2H\n//9QZ/2oXuWkgGRmhs0mwjti+CrPjJBsYgwxE9KzLEay2qxUmisobCmg0lxBZVs5VeZKSozFHOqq\nH7MDyUvjxczQ2WSHziQjeIa9Fg3TmWaIlqutCrEMWKhoK6fCXE5lWzm1g3Vor8eaERNPDvHWeDMv\nYgEzQrKI8I4k3CeCGEOsfaSnnLhOuKH5HioGR3DWddRS015DXUcNde21x9wvJgemkBk8g3CfSMK9\nI4gd/FxND86UjnkFDA3Vt49yqKRmML+6DvuxzdFzWgH46fxZHn0GSQFJhHqHMc03mmhDDCmBaYR5\nhynwW0xtQ6MBK80V9s/S9prhURB1HbXUddSOutAZoA9gfsRCYgyxxBhiiDFMJ9oQQ0JAIlE+02QE\niwI6LZ1UtlVQaa6grr1muBZr26up7agdsxZj/eJYELmI6CMyjDHEEO+fIMeoChiwDlDXUUuVuXK4\nBoePbwbzPHqEdahXGIuilhBtiCHaEEPsYI6J/klE+kahVqkV+m2mLlOPker2KmqPqL/aweOb2vba\nUXce2ecmSyDGL5YY3xj7fw3TSfBPJM4/3iXPNeRoa4LYbLbhHXRlWwVFxkLK2ovIa8jnYGfdmD/j\nrw8gzt8+XD/WMJ204AxSAtNkPh2FDF0VqDRXcqAplxJTMaWmUoqNBTR0Noz5Mxq1hiifaSyKWkJy\nYCqzw3JICUwlMyTLJT8QpoK2XhPV7dXkNx+g0lxBtbmK6s4K9jfsH/FUtiERPpHMDptDhE8kIV4h\nRHhHEu+fQGJAkpy0Kqijr314eH65qYyC1jxKzcUUNxePmEx7iN5DzzTfaNKDZxA9eMKaGpjGrLAc\nog0xcpClgKH5c8rbyihvKyO/5QDl7SXkNeaPebID9hNX++2khzsdZoflkBSQjK/OMMG/gQD7HI/l\nprLhHPc37aOivZSS1pIxO+V1ah3TDNGkB2UwzRBNjCGW7NBZzAjOkhMehRw5P2BBawEFLXlUdpSR\n15g35lydYL81ODkwlWjfGNKC0kgNSh9+AIWMfFCGsad18NbDMopaCyloyaPMXEKZsWzM5Y+sxaHP\n0/Rge44xhtgJbr0A+50OVW2VVJjLyW8+QJGxgDJzCQVNBWMe24B9JFlqUDoxhljSgtJJDUojI3iG\njAhUyPD5YlsF+a15FLbk20eUtRXT2j163lyw12KU7zQygs8gPTiT5MAUZoXOJjMky+32ieN6VnTv\nvfeSm5uLSqXi9ttvJzs7e/i1zZs38/DDD+Ph4cHy5cu57rrrAHj77bd59tln0Wg0/PKXv2TlypXj\n2USnGpr0dX/zvuEe5bK2UqraKqnvrMPUaxr1MxE+kayKPWt43odYQyzTBq8OGHR+CvwWIz322EPk\n5R1Ap9Nw7bU3kZ6eOfzaZMxwwDpAVXvlcH7V7VXUtddSaiqhsLWATkvHqJ+JC4hjRfQZxPknEGOI\ntZ/0+Nr/G+4d4RJX6aZkjuYK8lvy7Z0OxuLBJ7NVjTlyZeipbBnBmaQFZQxfEYg1xLrMfFZTLUM4\n/KSLobk6hg6ax5pXDsCgM5ARnEl6cCaJAUn2TgjfGKINsYR4hbjEQdZUy3HowkpZmz3DyraKwU5B\n+6iko09cVaiI8ZvO2eHziPdPtF+xM8QwzRBDtG+0S3QgTbUM4fATLofq8Mh6HKsj0F/vz8zQ2aQF\npRPvn2ifm2wwx1CvUJc4WJ5qOVoGLNS0V1FprhjulB/qEBxr/hydh47UwHQSAxKH5we0f57GMM03\netSk2kqYahmC/baZ0sEHvAzVYMXgfnGs29hCvENYOm05Cf72fWKsX+zgiED7flFqceINdSBVmstH\nXCSraCuntqNm1C2lXhovMoIzSQhIJM4v3l6LhhiifWOI8p0mtaiAoQ6kisG7HCrNFVSYyux3QLQW\njBrRqVapSQpKYk7YvMFR8bHDFzpdab/oDOPWubR9+3aqqqp47bXXKCsr4/bbb+e1114bfv3uu+9m\n/fr1hIeHc/nll/ONb3yD4OBg/va3v/HGG2/Q1dXFunXrXPIPzWqzUmYqpaAlj/zWPMpNpdS011DR\nVjbmk7x8tQYifSJZOm0FSQHJxPnHkxCQxIrUhfSalT/ZOZY9e3ZRW1vDU0/9E7O5kVtuuZWnnvrn\n8OvunGHfQB+FrfkUtOQPD9svMRVTaiwec/SKRq0hKSB5+GpOZvAM+0FzQCLxUZEu/ejUyZwjQHN3\nMwWDc1nlt+RR0JpHUWvhqBy1au3wFfJ4/wT7RIUBycT5xTMrPt2lH2M82TM097aR35pPUWsBJcYi\nSozFlJlKqWmvHjVXgFqlJtoQy8qQM4fns0oISCQxIJl5idk0N4/uAHYVkznHfms/5aYyiowFFBuL\nKDWWDD9db6xOeYPOj9SgdBL8E4j3TyDeP5HkwBSWpy6kwzR6tIurmMwZAjR2NVLYmk/h4ByPZW1l\nlBlLxhxh7aHyIMYQS1ZI9vBEzAn+iaQFZTAzPk1qUSFDHYFFrYWUmUopMRVTZiqh3FQ25siHoflz\nEgOShucHnBGSzZyEGbS2jD4echWTOUObzUZjVwOFQ/vEwZHyx6pFrVrLdL845kUssB+X+ieQ6J9E\nVmg2qTFxcoyqkI6+doqMhZQYi4f3iWWmEsraSscc1RnuHcGCyEXE+yWQEJA4PBJwdkIGLc1jz7nj\nCiZzhmA/Ri1sLaSg1X6uUTC4jxyrM1ej1pAWlEG8fwJxfvHDt+snBaYQGxnm0rXoLOPWubRlyxZW\nr14NQGJiIm1tbXR0dODr60tNTQ3+/v5ERkYCsGLFCrZs2UJwcDCLFi3C19cXX19f/vznP49X806K\nzWajtqOGotYCClsLKWotoKi1gOIxHl2sUWuI9o1hUdRSskNmMt0/jmjfWBICEgn2DB7zirmf3kAT\nrvtHtmvXDpYtWwnYM2xvN9PZ2YGPj/tkCIfntMpvyWN3w87BybQLR32w6z30JAYkkxGcSazfdGIH\n57MaukrnrnNZTZYce/p7KDYWkj/UiTT4Ad/YNfKWRK1aOzi0O4P04EwygjJIDUon0ifqmKPIXP0x\nxpMpwxJTMcWthRS1FlJktH+uVporRl2pC/MOZ3HUUpICU0gZHNkZ559ArN/0Y07C7Aojk45nMuQ4\nNBLJnp39aXqFg7fRHN2hq/fQk+CfRHJgCslHZJjgn3jMkWReWi86ZL847gasA5SaSshvOUCZqZSi\n1kJ2NeygtqNm1LJRPtNYFr2SlMAUEv2TiPOPHxxRNv2Y+0WpxfE3VIvlbWWUmIrZ07CLPY27KDYW\njVrWV2sgM2SG/aESgyNzh05gjzV/jiuMuj6eyZAh2Dvmy0ylg53yxexu3Mnexj1jPkY8ymcaK6LP\nOHxx0y9hcFRZjNveoj8ZcrTZbNR11A7mWMiext3sathBRVv5qGX9dP7MCs0hNShtuANiqEPQV+s7\n5vpdfUTLZMgQ7AMPSozFw4MP7J1J+aP2iypUxPsnsHjwYQSxfvY5jxP8E497rjFVjNsnUXNzM5mZ\nh4fEBQUF0dTUhK+vL01NTQQFBY14raamhu7ubnp6evjFL36B2WzmhhtuYNGiRePVxFFMPUbyWg6w\nvzmXzXUb2Vj39agnz+jUOhIDkpkRkkVmSBbpQRmkBKYS4RM56f6YWlpaSE1NG/4+ICCQlpYWfHxc\nM8Oh2xLzmvezrX4rW+s3U2WuHLWDHpqEOSN4Blkh2cT5xzPdL45Yw/RJlyG4X45Wm5VqcxUFrfnD\nT4EqaMmjrK10VAdEjCGWNdPPtnciDd0O5Z806R4F724ZAnRZuig2FlLQkk9hawG7G3eyq2HHqE7d\nQH0gCyMXMyssxz5XQGAaiQFJLnM7ojO5W45DtVg4eGFlV8MOttRvpu2oW7w1ag3JASnMCsshNSid\ntKA0EgOSifaNmXSfqe6WIdhvhyoyFrKvae/gVy55LftHDdsP8QphzfSzyQyZYZ8/JyCFhIAkfLQ+\nE9bWieJuOQ51QOxvzmVPwy62HdpKqbFk1IVOb40PS6KWkRqURlpQBsmBKSQFJBPmHe7yHX6nyt0y\nhMMjWfJb8th1aAdb6zePeXElwieSs+PPIz0ondSgdJICkkkISDpm54M7c7cc+wb6KDYWsbdxN3sb\n95DbtIcyU+mo80U/nT/LoleSHpROSmCafbR8YDJhXmFSiy5wvlhhLqe4tWiwI8l+sbrUNHqewDDv\ncFZEnzF8npE2mKcr3Iroqiasm9tmG/0YxLGYTCYef/xxDh48yBVXXMGGDRuOW4SBgd5oNCMPXkND\nTzwng7HbyLa6bWyu2czeQ3vJbciluq16xDIpwSnMjjiXzNBMMsMyyQzNJDHIuY+DP5m2KsXLS4uf\nn9dwGzUaNUFBPoSGGqgZfXFzmDMyhOO/NzabjVpzLVtrt9q/6raS35SPqefwSY+HyoNov2jOSTqH\n9JB00kLSWBC9gPSQdKd3PkiOjtdiTVsNu+t3s71uO9vqtrHj4A7MveYRy/jr/Vkcs5issCyyw7PJ\nCstiRtgM/D2d1wEhGTpWi2Cvx+KWYjZWb2Rb3Ta2121nf+P+EQfMapWanMgc5kbOJSM0Y/gzNczH\nuQdakqPjtdjQ0cCW2i1sq93G9oPb2VG3g/a+kQfMCYEJrEk8y57h4L4xKSjJqSM7JUPHaxGgzlzH\nZxWfsal6E7sP7WZfwz76Bg7fDqVRa8gMzWR25Gxmhc8iLSSNlOAU4gKc+whqydGxWrTZbFSYKthe\nt51N1Zv4qvorCpsLR2So99CTGpJKarD9KykoiZzIHDLDMp06ykEydLwW+wb6yD2Uy9barXxV/RVb\narZQ1z7yljaDzsDimMUkBSWRFZZFUlASc6PmEmWIOu66T5Xk6FgtDlgHyG/KH3GuUdRcNGJ+Mp2H\njpTgFNJD0skIzSAlOIWcyBxSglOkFl2gFm02G1VtVWyr3caGyg3srt9NYXPhqGMbX50vc6PmkhWW\nNXyOkRWeRYh3yAl++1PjyjkezdG2jlvnUlhYGM3NhyfObWxsJDQ0dMzXGhoaCAsLw8vLi9mzZ6PR\naIiNjcXHx4fW1laCg4OPuR2jceQw/NBQw6j7GYceMb63cTc7D23nq9ovKDEWj5jLI8w7nDNjV5MZ\nnMWMkCxmh80hzj9+5MZsYGwZeaXvdIzVVlfi4+NPRUUtTU3thIYaqK9vQK32oqmpfVwzhNHvjc1m\nY2fDdrbVb2VXww52NezgUGf98OseKg8S/BNZGrWCtKB05kcuZG7E/DGv8tjn1nHeLVCSo93J1GJT\nVxMFrXnDI5L2NO6isLVgxDJJAcmsjl1DRvAM0oMyyAieQZTvtFE7nL52aGp3zvsuGdqdTC0Oae1p\nYcvBzbxV+gZf1mwYce+5p4cnc8PnkxWaTXpQJqlB6WQEZ4x+SEE3NHc7b14WydHuZGqxu7+bUmMx\nha0FbKvfyqaDX1FuKhuxX0wJTOWs6VnDGWaFZDPNED1qe22tvUCvg+/KSJKh3cnW4oB1gNqOGg40\n7+fr2i/4uvZLSkzFw6/r1DrSgzPJDp1FduhMskNmkh6ciafGc+TK+3HqHEmSo93JHqMWG4vYXr+V\nHYe2sanu6xG3YXhpvMgYrMGZobOYEZLN7PA5Y94e7Mx5WSRDu5OtxaF5WT6u/IBth7aQ27hnxAML\nInwih29pSw1KHx6tO+qCdQ809TjvfZcc7U6mFs29bWyr38LOhu3sPLSD3Y27RswZ6KP1JSd87vCT\nZmeFzSYtKGP0xRWb1KIStWiz2WjsbiS3cTebD25iX9Ne8lsOjJgPWavWkhiQRFpQOpnBWaQGpZMe\nnEGMIXZUZ6CtE5o6p04tHunotp5KR9O4dS4tWbKEdevWcdlll5GXl0dYWBi+vvYT/ejoaDo6Oqit\nrSUiIoINGzawdu1avL29ue2227jqqqtoa2ujq6uLwMDAk95mT38P7xV9yZ6aAzR2NVJlrhx8okLZ\niOHfPlpflk5bzryI+cyNmE926GzCvMOc/h64u/nzF7J+/VNceOF3yMvLIyQkBG9v+/D48coQYEfp\nZ+zPy6OwuYLq9iqqzVXUtFfTO3D45CXMO5xz489nTsQ85obPY2bobBmieAxK5PjP93exp7AJi20A\nC1Ystn76rRYGhkeyhADLmaZaTqKHF1oPLXoPT3QeOtQmNZigpgRqgI+pBqqPvTEn8PBQMTBwcqMr\nldDe5EPNB2+y6WAkKWG9E1aLVpuVOnMdO+pyqe88SH1nPbmNe9h+aOuIzt0YQyxLpi1nWfQK5kbM\nJy3Q+aMDJwMlanHAOkDuoVy2lO2kqLWQQqP9Frcqc+WIkWUGnR9Lpi1j2bQVzImYx8zQWceci2Uq\nU2q/WNlWwdbWKgoO2ie6L24tpLytjCpzJRarZXg5b40Pq2LPYnn0GSyZtnTsEx+hSI41B/P46P3X\n2dffTIm2jbrueho6D1HfeXBEhn46fy5I/DY54XOZEz6P2WE5kuEYlMiwf8DCxrcf5KC6mcLeJkpp\noaq/kYauBsx9bcPLqVVq0oMymRsxnznhc5kXMZ8E/6RJdzuUMyiRY8Hu93h35xvkeZipUrVRbm2i\nZKCR9oGRHewpganMCZ/HnPB5zI2YT2pg2qS71dsZlMiwq6eddY8/T2X/NCxY6ceKhQEGhktsBjpm\nMFetQeehQ6fWoffQo0MHrSpohdpSqAU+4yBw0Nlvyyiufq5xpOU50Zy/MNahn1XZTvZ+NQesXbuW\nnTt3olKpuOOOO8jPz8dgMHDWWWexY8cO1q5dC8CaNWu48sorAXj11Vd5/fXXAbjmmmtYtWrVcbdx\nZK/ao7+9g3qPdAbUYFUd/kKtxubhgUqjwUOrR6P1BI0GFJ4gzR3+yKr2vo25sRR/X0/uvuOPlJQU\n4ePjy8UXXzAuGVbv28Ceu95kc/ISrGoYUIFVDTaVGjzUeHhoUWv1qDVa8PDAptGCwjtrydHuyByf\n+OXtVPtkD39vG6xFm1qFTa0GDw9UGi1qjQ60WmwaDXgoNxmlZGh3ZIb1Fbt5967nyY9ehFUF/Sqw\neEC/GqwaNSqNDq2HDk+NJ3oPz+OsdeJIjnYj94t3UqdNs3+WqmBADQNqFVaNB2h1qLU6NBo9eg8d\n/D979x0lRZW3cfxbVZ0mMYE45BwEREwgWUQEQQUFAUVlwey6uqu+hjWtihlMK664BhRQFAkqoCJB\nomQVkJxzmhw6Vr1/1MwsKsx0mJnqht/nHM8RpsNzeKaqq25X3Yv1Jz7SoenkDnf8+gPLX5rJukad\nf9ejX1MwNA3sdhSbA6fNiUNzokiPQansHt+9+2F2JbcHwKB4WwRdU9FtGorDieaMx2Z3ItticCq7\nw+3zJrLpnRUsbda55O90BQIaBDQV3WZDsTuwO+NR7A7LzzNAeix2co/v3fl/7Eg9/3c/NxTQVQVd\nU83PRocLxeHAsNst71E6NJ3c4c5vP2Ljf9f8blsEc99qqAqoKordjmF3mOf8drvlXcZCj8X+OLgU\nypVLFTq4VBl+t7N4axJbjjtQdQOl6L9Saap5UutwYsTFYTiclTpQcbb8kpXl5A4Debl89Nw4tjib\noug66HrwPdodGE4nhisO1MrbeUiPppN7PDb/S9TpE3Fle6lSGCAh14MtIwMlIwM1J/uUz9dTUvD0\nuxpfl254r+iLkVh59yWfLZeqluXk183dvZmvnnqPX+tchHKqX28FDK3oA9vhgPh4c7DXQrItmk7u\ncfwr77EtJ7nkc/GUVBXDXrQPdbkwXC7LDsCkQ9PJHXoP72PK0++wvlo7VN2A022PxcczTqfZoQzY\nB6Wyevzoo9msP+BDDRgouo4SCKAEAn/us7hLpxPD6cJwOi3pUjo0/W6KBo+HD17/hM3+6qBjbo96\nAMXvh1PsXw1NA0fRfjU+Hiy46kV6NJ3c48TPF/PzzhyUgI5iFH02BgJQvE3+gWHTio51nOBymcc8\nlTgALB2afrct+v2cmPoetbNysB3KRs3KQs3MRM3MQMnMQD1+DDUj40+v4W/UGH/bdvguvQxP774Y\nRVP2VIaz5VzjjBpcgj/8Y/j9KLk5qBknUI8cQd23F23/PtT9+9D27UPdvxdt314Un3k5suF04r7+\nBrx9+uLteTloFfshcLb8kpXlVP8Gf+oxM9Ps8dhRtL17UA8fQj2wH233LrPPvXtKPhAMTcPXqQsF\nf70fX6cu4Dz1suXlRXo0lbotnszrNXf6Bw+g7d6Ftn0b2vZt2FetQDtkXpaqp6Xh6Xc13kt74eve\nAyOpyp9fpxxJh6ZTbovVEjm2+zDagf1oWzah7d6NtmsHtq1b0HZuRz1xouSxvjbn4u19Bb7uPfFd\ncBE4KvdWDunRdNpt0etFzcxA3b0b24ZfsW3ehHpwP9qe3Wg7d5gnSJgntp5rB+O5agC+Tp0rfPs7\nZdYYYMnn4pFslOws1EOH0HbuQNu5HW3Hdmw7tqNt2Yya/b9FLTz9r8F97WB8XbpipIR2G16kpEdT\nmZ+Luo568AC2zb+hbdyAbcN6tIMHzC5P+iLGe0ln3CNvw9exE3rNWuWWrzTSoanMY1Qwezx0sOR4\nxrZ9q/n/W7eUHNcAeLtfinvQEHxduqHX+fP8dRVBejQFe4yq5OWibd2CbfMmtE2/mdvmls1oh/83\nFYBerRoFd9+Hr+Ml+M+/sMK/0JYOTUFtiydRjh/H9tsGtL170LZswrZxA7aN61EzzTlCDUXBPWw4\nnoGD8F14MSRU7MqoZ0uPZ/bgUjC8XuzLluD44TtcU6eUjHIG6tTFPfwW3DfejF4rvTwjh5/VQtG0\nszgljwfbxvXYlyzC+fVM7L+sA8CIj8fbrQfuYTfh7XNlhVyZJj2aIt4WAwFsq1fhmvY5zulTUbPM\nkyQ9IRH38JspHHUHesNGZbxIeKRDUzjbonrkMI653+H4dhaO+T/8b4AiPh5v564U3nMfvks6V8pV\nodKjKaxt0ePBtm4tjvlzcc34Em33LsAcrPe3vwD3kBtwDxte4QOG0qEprM9FXce2bg32JYtwTf8S\n228bADBUFf957XEPHoZnyLBKuSpUejSF/bkYCJjHNEuX4Jj7LY4li4CiLtufj3vIjbiH3giuirsl\nWTo0RXqMqu7bi+P7ObimTcW+agVg9hho1Rr34KG4h92IkZpWxquET3o0RXqMqmScwL5kEY6F83F9\nNqnkWCdQvyHe7j1wjxiFv227cssbSVYrRfO2CIBhoO3agePbObg+/gDbzh3mX7tceHr3xdf9UnPf\nai//K/HPlh5lcOlkbje2X37GNXUKzqlTUPPzMDQNb59+FN4yEl/3S8v1BOls+SUrS7nsLE5mGNiX\nLsbx3Rwc8+di22aunONvdQ4Fd92L59rB5XqCJD2aynVbDASw/bzWPCD7bHLJN3/ert0pvONuvJf1\nLtcrC6VDU6TbopKTjX3ZUuyLFuBYtBDb1i0ABBo0pPCWUbiH31yhV1BIj6aIt0WfD/uqFdgXLTR7\nXLsaRdfRU1NxDx2O+8abCTRvUW55I8pqoWjeFvH7sa1bg+PHBTh+XIBt1QoUXceIjzcHCoffgr/N\nuRU26Cs9msrlc9EwsK1ZhX3ZUpxzvsb2y88ofj96cgruwUNwj7qdQJNm5ZY5oqwWieptsZhhYFv/\nC/blS3HM+hr7ujUoHg+Gy4V74CAKb72TQNtzy36dEEmPpvI8RlX37sG+eiWO7+fg/HY2SoG5ipm3\nUxcKR96G98qrzHl+yol0aCr388X8fJw/fIftl59xTp+KdmA/AIH02riHDcc9YlS5XmBytvQog0un\noeTl4vzyC1wTPsC+4VcAfOe1p/C2u/AMGlIuB2Rnyy9ZWcp9Z/EHtrWriRv/Ds6Z01ACAQI1a+Ht\n04+Ce/5WLlfCSI+mitoW8XhwzpyGa9LHOJYvBSBQtx55Tz+H96oBsi1G8bZoW/ETcR9/gPObmSiF\nheY3Q1f2J//JZ9Fr14k07p9Ij6by3hbVgweI+8/buKZ+hnr8OIai4LukMwUPPYqvc9dI4/6OdGgq\n721RPXQQ16SPcU3+BG2/ucy9/5w25D/2BN7L+5T7IJP0aA07YpYAACAASURBVKqIz0Xl6FHix4/D\nOWUy2pHDgHnbXOHdf8N7Rd+IXvtk0qGpoo5RlcwMXJ9NJu7D90quFPW1a0/BvfeX27ENSI/FKuwY\n1e/H8cP3xL37No6liwEI1ErHc931FPzjoXK5rVw6NFXo+aJhoG3fRtwH43F+MQU1JxvDZsPbuy+F\no27H17V7xG9xtvSoPf30009XQKZKU1Dg/d2fExKcf/q7sDic5mXkN/8Fb6/eqMePY1+6GNesr3HM\n/Q5tz26M1NSI7n0vt6yV4I9ZExLKbx6jU/0blOe/jZ5eG2//a8zLHBUV+7o1OFYuJ27iBJTjx1AC\nfgL1GoR9JYz0aKqwbdFmI9C6LZ5hw/H2uRIlLxfHip9wfTXDPFHa9Bv+c1pjpIS/bLp0aCrvbVGv\nWxdvv6sovGUkRmIS2uZNOFatJO6j97GtXY164jj+Vq3L7fJj6dFU3tuikVQF36WXmd+sN2mKdvgg\njpUrcE2ZjP2n5aiHD6LXq49RJfKDaOnQVN7bopGUhK9TFwr/chv+du1RvF4cy5bgmjYVx4J5qPv2\noKfXxkirGmn0iLNWtljaFoteBF+3HhTedieBVuegnDiOY/lSXNOnYl/5E2pmBnqduhhJkZ3USYem\nCjtGjYvDf9HFFI66A3/781Gys8wev5qBY9FC1COHCdSuE9GxTbllrSQxty0CqCqBps3wDL0Rz8BB\nANjXrMaxbDHOzyaZ81JqGnq9+mEPGEqHpgo9X1QUjKpV8fbqbU7DUa8+2p49OJYvwfX5p2hbt6AU\nFphXMsXHh/UWZ0uPMrhUFkVBT6+NZ+Ag3ENvxLZlE/aVP+FYsRzXxAmoB/bjP7ddWCPTZ8svWVkq\nenCpmFEl2TxBuuc+9Jq1sK1djXPRQlzTpuKcPhW9Zk0CzVqEvPOXHk0Vvi0Ces1aePtfg2fgIJQT\nx7Ht3IFj5Qri3n8X9fBhvF27hzVQIR2aKu4gOh7fJZ0pvP1uAg0aYv/lZ+xrV+OY/wOuzyaBquJv\nf0HEk2JKj6aKHuh1Dx+Bt0dPbDu241i2BMfiH4mb8D5KZiaBc1pjJCaG/RbSoanCtkVNI9CsOZ4B\n1+G58iq0fXvMDn9ahuuj91EPHsDfrEXEc8BIj6YK/VzUNAItW+EZeiPe3n3QdmzHsWQRjgXziPvo\nvyj5+QRatAx7e5QOTRV+jKooBJo0xTNoCJ6rB6Lt2WX2uGSR2WNWJoGWrcK+AkZ6NFXGMaqRZg5O\nFNx2F9hsOJYtxrF0sflFzLIl6LXSw7pjQjo0Vdb5Ig4H/nbtcY8Yhe/ijmhbNuNctADnnG+Ie/9d\n8HrxN28Z8gTgZ0uP1qw1HKP0evXJ/mImJ7buIfuDiRhpVYmb9DEpV12BtnGD1fFEsDQN94hRZKz4\nmazPZ+AeeB22XTtJvvUWku67G9xuqxOKMgSaNiN3/Eec2LiD3BdeQa9Zi7iPPyD5hkFoO7dbHU+c\njqbhGXojGavXc+LnTRTeeDPqieMkPvEoSX+9A+WkledEdPNf1IGsr7/jxPqt5L76BkZiEvH/+TfJ\nV/eRz8MYEWjdhuzPpnF8+z5y3v0AvU494iZOIPWqK7AX3YIsYoO/XXuyp88i46e15L44BiOpCvFv\njiXlyl5oRXPfiegXaNGS7M+mcWL9VnLeGIdetRrx746T84xYk5BAwcP/5MTPm8j67Es8vfvgWLaE\nlOsHEPfGGCha3VpEOUXB16MnWd8vJHPWXPKeeg4jqQoJY14ircclaJs3WZ0wKsngUhiM5BS8/a/m\nxC+bKbj1DrR9e0nt1ZXE++5G2/Sb1fFEsOLj8fXoSe67H5KxYBn+Jk1xTZlMaveOOD+bBN7YGF0+\nq6kq7lF3kLF8Ld7ul+JYupjULheTdOcotA3rrU4nSqHXrkPea/8mY9Wv+Ju3wPXl56R1bE/C04+j\n7ttrdTwRJL1mLdw3/4UTazdSePNIbLt2knp5N5LuvRPbyhUQ29M6nhWMKsl4Bg4i46e15P/j/1CP\nHSXlmr5UuXkYjrnfyolQrFAUAo2b4h55GydW/EzhX241j08v7UTiow/KiVAM0WvWwjNsOBkrf/nf\necbl3Uj8+1+xFa2GLKKfkZKKr+fl5Hwyhaxp36CnpJA4+l+k9OuFc+Y0Oc+IFaqK/6IOFN7zNzKW\nrabgrntRjx8jtWdnEp76J2rRnGnCJINLkbDbyR/9MtmfTEGvW4+4TyeS1r0jCU88IgfUMSbQug1Z\nc+ZReMsotD27qfK3u0i7sC32ouV/RZSLjyf78xnkjHuPQIOGuKZ9QWqvruYgoYhqeu06ZM5bQt4/\nnwJdJ37cm6R1OI+4cW/JfjSWuFzkvfIa2R9/RqBefXOgvv/lJF8/ACUvNiawPOvZbBQ88jiZX3+P\nr117nN/OIvnG60m5vDvq4UNWpxOhSEwk78UxZL//MXq16sS9P560bh2oMvImuTo7lrhc5nnGx5+h\n165L3KSPSb28O1VG3Cg9xhJFwdelG5kLluG58irsa9dQ5bYRpJ3fGtuKn6xOJ0JgJKeQ//RzZL//\nMUZqGvHvvEXVi9uZ+9a8PKvjRQUZXIqUouC9oi8Zy9eS/dFkAg0ampewXt0HbdtWq9OJEBgpqeS9\n8hoZy9ZQcMc9qEcOkzz0WuLHvizfLsQCRcEzaAiZS1eT/cFEcDio8re7qHLDILQd26xOJ0rjdFJ4\n3wOc+HULOW++gxGfQOLT/yT52v5yNWgsURS8fa4kc/lasr78Gt/5F+D4cQGp3TrimDPL6nQiSP4O\nHcma+yOZc3/E06s39g2/ktqtA64P3pOrmGKJouC9agAZq9eT/eEk/C1b4fxmJqmXd5MT2lhStF/N\nWLGO7E+n4m/VGufsr0nt2Rn7siVWpxMh0OvUJeejSWQsXU3BbXeiHT1CyuCrSXjqnzJYGEuK9q0n\n1mwgZ9x7/9u3XnmZ7FuRwaXyY7PhvbI/WV99i6d3H+wrlpPW+ULiXxptdTIRIr1xE/KffYGc9z/B\nSEoi4cXnSOt8IbZVK6yOJoKhqnj7X03mdwvxdu2O84fvSe3aAfv8uVYnE2VJSMAz9Eayvl+A57LL\ncSxdTFr3jsSPecnqZCIUqoqva3eyZsyh4M6/oh49QvItw0i+tj8UFlqdTgTJ3649ORM/J+/JZ0E3\nSHrkAVK7Xoxy9KjV0UQo7Ha8/a4ic/Y83ENvRNu6hdSrepN05yjw+axOJ4KlaXgv603mrLkU3jQC\nbecOUgZcSdKdI8HvtzqdCEGgWXPzirQPJ5nzar3zFmndOmBbvdLqaCIULpf5pfb3P+IePBTb5k2k\nXH2FuU2exYOFMrhUzvT02uRM/JzsDyaiJ6eQMOYlXO+/a3UsEQZv/6vJWPEzhTfejLZnN8nDr0fb\nLlfAxIpAq3PInvoVuS+8CopC8sibsa1dbXUsEYRA46bkfPqleeCVkkLCS6PlFsdY5HKR/8zzZM5b\ngq9tOxxLFlHlr3fI7Y6xRFUp/Ot9ZC5Zieeyy7Ft30by8MFn9YFzzEpMJPfNd8j6+nvz1tVpX5D4\nyAOyPcaaxETyxrxJ1qy5RdMATCXxsYesTiXC4O13VdHdEnej7ttrLkojc6PFHpeL3LfHk/n19+i1\n6+CaNpWkv90Jum51MkvI4FIF8fa/mswfFqFXr0HSow+ZlzzKB3jMMaokk/fav8l9/W3UzEySB/aT\neZhiiaLgHnU7Oe9+CIUFpPTvjeOr6VanEkHy9ruKrGmzMOLjqfK3u0h4+nHZj8agQIuWZM2ai6/N\nuTi/nkHyoKtRcrKtjiVCoNdKJ2fyVDx9+mH/eR2pvbqi7tltdSwRBv/FHcj8cTn+1m2J++Qjku6+\nTa5gikH+Cy4ic/4S/K1aE/fR+yTdc7tcwRSL4uLIf/ZFcl/7N2pWFin9e2NfutjqVCIM/g4dyVi+\nFt/FHXHNmEbSHSPPyqu1ZXCpAukNGpI19SsC9eoT/85b5nwFIia5b7iJvGdfQD16hCo3D5Pl7mOM\nt//V5Ez6HFSVpPvuQduy2epIIkiBNm3JmjGbQP0GxI97E9eED6yOJMLhcpE9dSberj1wLP6RpPv/\nKgOFsUZRyHnvIwpvvBnb1i3mBKZn4YHzmcBITCJ78hf4z2mD68vPSXj+GasjiTAYSVXI/uxL/K1a\n4/riM+JffdHqSCJMnqE3kvvya6g52VQZcaMM3scql4vsCZ/ia9ce18xpJP7z/6xOVOlkcKmCBVqd\nQ9ZX36InVSHx8YdJeOJRlNwcq2OJMBTecY95BVNeLslDr8Px/RyrI4kQeHtdQe6rb6Dm55Hau7s5\nH5qc3MYE/3nnm8v4JiaR+PA/SLpzJMqRI1bHEiEy0qqSPWUavgsuwvnNTJKHXYf220arY4lQOJ3k\nvfZv3IOGYF//C6l9L8O+YJ7VqUQY9PTaZH01h0DdesS//QaJjzyAcuyY1bFEiPT02mTNnE2gVjoJ\nY18m8cH7UY4ftzqWCIN7xChyXxqLmp1F8vUDcMz+xupIIgxG1apkzZiNv0VL4iZOIOGxh1CyMq2O\nVWlkcKkS6HXqklO0HGz8u2+TdPtfZL6CGOUZNpyCW+9A272L5OFDcE362OpIIgSeITeQ+8rrGA4n\nCWNeIu6t16yOJIKk129AziefEWjYCNe0qSSPHI6SmWF1LBEqm42c9z7C1+ESHPN/IOW6/qi7d1md\nSoQo9+XXcA+4FttvG0i+YZDcLh6jjCrJ5HzwCYF69Yn74D2ShwyU5bRjkJGSSs6HEwk0aEjcxx+Q\nfNP10mOMco8YReHI28zzjBE34Jwy2epIIhwJCeS8N4FArXTi//suyYMHnDUrj8vgUiXx9ehJxqpf\n8Z/TBue8uaQM7AeLFsmVEzEo//lXyPzqOwy7naS//xWeegolL9fqWCIYioL7lpFkff0dhstF4nNP\nU+WmIbBY7m+PBb7OXclcvhZv1x7YV60g5eo+uCZOkG/bY4xetx5ZX39HwT33oZ44QWrfnrgmTkDd\nv8/qaCJYiYnkjv+InLfHowQCJA8ZSPzrr6Kt/9XqZCJE/vPOJ+OndXgvvQz7hl9JvfIyHPO+h4IC\nq6OJEPgvuIiM5WvxdumGfc1qUvtdbl75kp9vdTQRCkUh78UxZM+YjWGzUeXeO+GJJ+Q2uRgUaNmK\njJW/4O3ZC/sv66BLF2zrfznjJ/qWwaXK5HKRNWMW3o6dsK9ZBd27Ez/2ZatTiTD4O15C9sTP0RMS\n4ZlnSGvbQlYiiyGBlq3InLsI3wUX4vxuDvTogbZhvdWxRDBUlezJX+AeeB22LZtJ+se9JN88RAbq\nY1D+k8+Q/4+HUDIySPrHvaT27gE5ctt4LPEMHkrOuPfA7iDh+WdI7d1dVjuKRXY72R9OwtPnSmyb\nN5E8bBBcc43VqUSobDayJ36Op3cfbJs2kjziBhg+3OpUIgy+SzqT8/Gn6ElV4LnnqHrRuXKFaCxy\nucgZ/yHeTl1g1SpSL+tK8qCrrU5VoWRwqZIZKalkz5xD1tSvwOEg/rVXZHLhGOW79DIy1qyHv/0N\nNT+PxH8+LCe4MSTQoiVZs+eR99yLoOvmEuln+LcJZwynk9x3PyRj6Wr8zZpjX7NabnGMRYpCwSNP\nmN/sde2OevwY3H231alEiDyDhnDi598o/MutKIGAufqYrFoVe+Ljyfn4MzK//p5AjZrwww84P5tk\ndSoRqvh4ciZ+TubsH9CrVoUZM2SV3Bjl7XUFGWs3wIMPApDw7JMQCFicSoTKqJJM9rRvYPp09JQU\nHEsWndGL08jgkhUUBV+3HjB+PIrXS8IzT1idSITJSKsKr7+Op3cf7GtWyeR7sUZRKLz9bhg+HNtv\nG3DM+srqRCIEgWbNyZr5LXrVqsS/PgaysqyOJMKgN2hI9qQv8J17HkyahLZxg9WRRIiMlFTyXhyD\ne+B12Df8CpNkUCJW+Tt0JHvmbEhIIPGZJ2WO0Bjlv/BisqbNAofD7FEGJWKSkZwCr7yC+9rB2Net\nJW78O1ZHEuFQVRgwgKyiaVUSnnsa5ehRq1NVCBlcstJNNxGo3wDn3O+w/bTc6jQiXIpCwYOPAJD4\n2ENy9VIseqSov38+LAdgMcaoVo3Cv9yGmpcLDz1kdRwRLperZD+adO+dsh+NRYpC/pPPmv9/++0y\noXAMCzRpBrfeinr8GAkvP291HBGmQKtzYNgwtL17iH9zrNVxRATyn3wGgMSnHpN5tGJYoGUr8v41\nGjU7i4Tn/2V1nAohg0tWUlUK7roXgMTnnrI4jIiE/7zz8bVth3boIK7Jn1gdR4SqdWt851+AdvgQ\nzi8+szqNCJH7xpsxbDb46CNZeSyGeXv1hurVsW/4Fef0qVbHEWHQ69TF2/1S8HpJeGm01XFEJG69\nFYC4d99G3bvH4jAibEU9xr8xFuX4cYvDiHDptevg6WfO1ZP45KMWpxGR8AwcjKFpxE3+5Iyc71UG\nlyzmHnkbvnbtsa/8CW3ndqvjiAjkvj0eANekj+Vb9xiUO+YtAOImTpCrl2KMXqcu+U88A34/Lpkj\nJHbZbPCVeWuqa9Insh+NUTkfTgSnE+eML2Ul1VjWpg35//cYis+Hc8aXVqcR4erShYK77kUpyMf5\nzUyr04gI5L45Dj0lBefM6XJlaAwzqlYl/xnzilDXlDPvmFUGl6ymKBTeYU5gmvj3e+VgOoYFWrbC\n27U79tUrcX7+qdVxRIgC57TGc0Vf7Ct/kgGKGOS+fhikp5vLoW/dYnUcEa4OHfBe0hnH4oVyFWGM\nMhKT4N570Y4cJuG5p62OIyLgHn4LepVkEl59EfXAfqvjiDAVjhiFEZ9AwrNPoZw4YXUcESYjqQru\nm0ei5mSTKPP1xjT3sOHo1aoR9/74M26FVRlcigKeQUPwdu2BY/lSbCtXWB1HRCB37FsYmkbCqy/K\n1S+xRlHIe/4V81LVcW/KQG+MMapWhddeQ9F14t8YY3UcES5FIfeNcRiqSvzrr8oKjrHquecI1K2H\na+IElCNHrE4jwqTXSif/8adR3G7zc1HEJL1RY/L/8RBqbg5xH4y3Oo6IQP7/PUagXn1cEyegHj5k\ndRwRJiMxidyXxqL4/cS/9rLVccqVDC5FiYIH/g+AhDPsF+xsozdoiHvojWh7dsvKcTFIr1cfz4Dr\nsG3bivPLz62OI0I1eDD+5i1wffGZXL0Uw/SGjfAMHopt+za5HSdWOZ0U3Pt3FK+X+DdetTqNiID7\nxpsJ1Eon7pOPUDLkqpdYVTjydvQqycS9O04mhI5lDgcFf/sHit9P3H/etjqNiIC3/zX4W7bCOXP6\nGXVlqAwuRQnfJZ3xN2uOY/4PaL9ttDqOiEDhrXcCkDD6aWuDiLAU3nkPAHHvy7d7MUdVKRx1BwBx\n77xlcRgRicLb7wIg/s3XLE4iwuW+fhhGfDxxH/5X5l6KZXY77uG3oLjdxL8tVy/FrMREPIOHoOZk\nEzfhA6vTiAi4Bw1BT0wi7p23UHKyrY4jwqUoFI66A0XXSRh95qwcJ4NL0UJRcA+7CYD4116xOIyI\nRKB1G/wtW2HbuQP7ooVWxxEh8rdrj79FS+xrVmGf/4PVcUSI3MNvAcD12SRZJCGG+du2w9/qHGy/\nbcAx91ur44hwJCTgvm4ISiBA/Bi5KjuWFY68HQDXJx+iZGVanEaEq+TLl3ffhsJCi9OIsCUk4O13\nFYphEDf+HavTiAi4hw0HwDn76zPmNkcZXIoihaNux9+iJc6vZ8gtHTEub7R5IJ3wwjMyd08Myh1r\nXvUS/+ZYi5OIkNnt5I550zyhfU1ux4llua++AUD8i6NlPxqj8v/5JHq1arg+eh/l6FGr44gwGdWq\nUXDPfahZWcR9+F+r44gwBZo2o/CmEWiHDuL6dKLVcUQE8v/5lHmb43vvyIBvLHM4yH/0CZSCAuLe\nfsPqNOVCBpeiSVwchbeMRNF1HAvkiolY5uvaHd8FF2Ffsxr10EGr44gQ+S/qgL9Zc+zLl8rcBDHI\nfePN6AmJOL6bLYMSMcx/UQd8F16Mff0vqAcPWB1HhMFIq4p78DDU/DwcSxdZHUdEoOD+BwBwzPra\n4iQiEgX3/h0A57ezLE4iIqHXSjdvc8zMxL5sqdVxRAQK7roXw+XCOf3MmGNSBpeijK/HZQA45s2V\nk6IY5+3VGwD70sUWJxHh8Pbua15y/NH7VkcRoVJVvFf0Qc3KwjlzmtVpRAQ8ffoB4Jo4weIkIlze\nvid1KMc1MctITsF3/gXYf/35jFs6+2yiN2xEoH5D7It/RN2/z+o4IgKe3n0BcH3xmcVJRERcLrw9\nLkM7euSMWDVeBpeiTKBpM7yXdMaxcD6O7+ZYHUdEwHPNtRg2mzlJm1z9EnMK77gbPakK8WNflhVy\nYlDBvf/A0DQSnn5ctr8Y5r7pFvTkFOLHvSknQjHK17ETvos74lj8o6yiGuMK7zAXvEh88lGLk4hI\nFNx9L0ogQMIzT1gdRUTA1/1S/M1b4Jz1FbYVP1kdR0SgcMQoABKffAR03eI0kZHBpSiU97K5Ok7c\n++9anEREItC0GYV3/w3t4AFccvVEzNFrpVNw3wOouTk45YQo5gRat6Hwrntl+4txRmoa+f8ajVJY\nSNwH71kdR4Qp9/W3MRSF+H+/bnUUEQHPgOvwdu2OY+F8mRs0hrlHjMLXth3OmdNRjh2zOo4Il6qS\n+6q5gmP8+HEWhxGR8PXshaf/NdjXrjGn5IhhMrgUhQItWuJr1x770sUo2VlWxxERcN9grgLgkHvb\nY5LnqmsAcMyRwaVYVHjzXwBwzjgz7mM/W7kHDsKIi5NbHGNYoGkzfB07YV+zCvXAfqvjiHApCu7r\nhwFyXBPTVBXPoCEohoHze7lLIpb5O3TE36ixubqx2211HBGBwptGALF/ziGDS1HK27cfit9vzr0k\nYlagcVP8LVvhWDhfbs2JQXqjxvhbtcaxaCHk5VkdR4TInFuiAfaVP4HXa3UcEa64OHwdO6Ht24u6\nb6/VaUSYfN0vBWQewljn7d0HQ9NwxvgJ0NnO0+dKIPZPZM96ioK3b39z0YQlP1qdRkTA17krelIV\nnHNmxfT8hDK4FKU8ffsD4Jgj3wzFOk/ffihuN46F862OIsLg6dsPxePBsWCe1VFEGDx9+6MUFOCc\nLSscxTLPFeaJkOvLzy1OIsJVMjn71CkWJxGRMFLT8HXqIqvhxjjzy7NzcPy4QL48i3FyzniGcDjw\nXt4bbd9etI0brE4TtgodXHr++ecZMmQIQ4cO5ddff/3dz5YtW8agQYMYMmQIb7/99u9+5na76dWr\nF9Omnb2XwAdatiLQsBHOud+Cx2NZjjffHMMdd/yFoUOHsmnTxt/9TDoMjrdop2/lt3zSY/hKVjr6\n4lNLc0iH4Sm+hcM5ZbLFSUzSY3g811yLoao4o2BgQjoMT+Cc1ubJ7ML5KMePWx1HeoyAp+hz0eoJ\n2qXDyBR/eeac972lOaTHyPgvvAi9WnXziheLJoOWDstHNJwzRqrCBpdWrlzJnj17mDJlCqNHj2b0\n6NG/+/lzzz3HW2+9xaeffsrSpUvZvn17yc/eeecdkpOTKypabFAUPH36md+4WzTPxLp1a9i/fx/v\nvvsho0eP5vXXX/3dz6XD4PjbtSeQXhvX559CQUGlv7/0GBn/ueeZH9rfzrbsfnbpMHyBtucSqN8Q\n57y5KHm5lmaRHsNnVK2Kr3M3bFu3oG3fZlkO6TAynqsHAtYvnS09RsZbdBVa3AfjLcsgHUau+ETW\nZeFiCdJjOdA0PFf0RT1+DMcP31X620uH5cfbsxeGw0Hcf/8Ts7fGVdjg0vLly+nVqxcATZo0ITs7\nm7yiyy737dtHcnIy6enpqKpK9+7dWb58OQA7duxg+/bt9OjRo6KixQxfx04A2FettOT916xZRdeu\nPQCzw9zcHPLzpcOQKQr+tucCYF+7utLfXnqMkKLgu6gDgDl3jwWkw8j4z20HgP2nZZbmkB4j4293\nHgD2xdbNKyEdRsbXqQsANgs+C08mPUZGr1sPPSUFbfculNwcSzJIh5Hzn2vuU21bNlk2L6H0WD58\nF3cEwL6i8o9TpcPyYyRVIdCwEWpmJur+fVbHCUuFDS4dP36c1NTUkj+npaVxrGi5y2PHjpGWlnbK\nn7300ks88sgjFRUrpngvu5xAjZo4p32BeuRwpb//iRMnSElJKflzSkoqJ06cAKTDUBWOvA2AuA//\nW+nvLT1GrvDOewCIf+0VS95fOoxMwd33AhD/wnOWTuwtPUamcORtGKpK/Lg3UXKyLckgHUbG1+ES\n/E2a4pz1Fbaf11qWQ3qMXOHtd6P4fMS9/YYl7y8dlgNFoXDU7agZGcR9aM3VS9Jj+fBedQ16UhVc\nn36CcvRopb63dFi+CkfeDkDcu2+X8cjoZKusNzKCuLRrxowZnHfeedSrVy/o101Njcdm0373d9Wr\nJ4WczyqlZ02C/3sIHnyQqp/8F156qdJyAcTF2alSJa4ko82mkpaWQPXqSew7zWBqeXUIZ1KPwKBr\noF07nF/PoPqRPdCmTeUEw9oez5gOr7oCevTAsXAh1fduhQsuqLRcINtiKE6ZtU9PGDAA+4wZVF8w\nB4YPr/xgyLYYrNNmrX4O3HEH2jvvUG3ap/DQQ5UbDNkWQ3HarC++AIMHkzrmBfj228oNVUS2xeCU\nmvWB++Cj/5Lw+hgS/vkInHQCWRlkWwxeqVkffxQ+/5TEl58n8cH7weWqvGDIthisMrNWT4K/3w/P\nPEO199+GsWMrJxiyLYYiqKx33QpvjSV+/DvEP/p/0LBhhec6lXD/XStscKlGjRocP2nCxqNHj1K9\nevVT/uzIkSPUqFGDhQsXsm/fPhYuXMjhw4dxOBzUqlWLTp06nfZ9MjN/P4dN9epJHDtm7bwawQom\nqzJwKGlPPY0x4WMy/v4oaH/eqCpKQkIyu3bt59ixXKpXT+LQoSOoahzHjuVWaIdw5vUI4LzzXqrc\ndSsF/36H/GdfrIRkJqt6PNM6dIy4neSFCyl8+z/k2LStyAAAIABJREFUvVR5H9og22KwSsuqPfhP\n0mbMwDvuP2RfcU0lJzPJtli2srIq9zxA1fHjCYx/j8xb7gBFqcR0si0Gq9Ss3XqT2rot2vffk/Hz\nJvQ6dSs3HLItBqPMrEoc8aPuIOGFZ8l75z0Kb7+78sIh22KwysyaUJWEYcOJH/8OORMm47l2cOWF\nQ7bFYASd9S93UfX1N+CTTzjx4ONgt1d8OGRbDFbwWRVc9z9E0kP3k//WOAoeeaLCs/3RH7OGMtBU\nYbfFde7cme++MycV27hxIzVq1CAxMRGAunXrkpeXx/79+/H7/SxYsIDOnTvz+uuv8+WXX/L5558z\nePBg7r777lJ/yc4GRlIVPIOGoB05jP3HBZX63hdf3JGFC83l1zdu3Ei1atWIj08ApMNweK4agF61\nqrmUts9Xae8rPZYPb+8+5m2q06dW+gqO0mHkAs1b4O3SDcfypWg7rJkQWnqMnFGjBp5rBmLbvg2b\nBfMRSofloOhWHMUwcH02yZII0mP5KBw+AsNmwzml8ldTlQ7Lj3vErQC4LFhVVXosRwkJuIcMQz1+\nHMe8uZX2ttJh+XMPGoKekIjr888sWwEwXBV25dL5559P69atGTp0KIqi8NRTTzFt2jSSkpK4/PLL\nefrpp3nggQcAuPLKK2nUqFFFRYl57iHDiJvwPnGffISvZ69Ke9+2bdvRokUr7rxzJA6HjX/842Fm\nz/6ahIREBg26WjoMlcOB+9rBxL/3HxzfzsZ7VeVcPSE9lhObDc+gIcSPexPnjC/xDLmh0t5aOiwf\n7uG34FiyCNcH75E/+uVKf3/psXy4h92Ea9pU4j76L7kXd6jU95YOy4dnwLUkPv4Iro8/pOC+B8BW\nabM0ANJjeTGqV8d72eU4v5uD7Zd1+Nu1r7T3lg7LT6BpM3wXXIj9xwWoe/eg129Qae8tPZYvz5Ab\niH/vP7gmTcDb58pKeU/psAIkJOC5egBxn07EvnB+pZ7/R0oxgpkMKYr98fKyM/LyOMMgtevF2LZu\n4cSvW9BrpVd8uD+I5PK4spzq3+CM7BHQNqwnrWdnvJ26kD1jdgUn+7PK7PFM7FDbvo20Thfg7dyV\n7OmzKiHZn8m2eHplZvX5qNq2GXi8nNi8C5zOygv3B7ItnlpQWQ2DtIvboR7Yz4kN2zDSqlZOuD+Q\nbfH0gsma+MB9xH3yIdkfTsLb76pKSvZnsi2eWrBZHXNmkXzLMNxDbyT3zXcqIdmfybZ4esFmdX38\nIUkP3kfBvX8n/4l/VUKyP5Nt8dRCymoYpF7aGdtvGzixZgN6vfoVG+4PZFs8vVCz2tauJrVPT7yX\nXkb2lOkVmOzPovK2OFGOFAXPleaBl7bpN4vDiEgE2rTF37gJ9p/XQmyP656VAk2bEajfENvWLVZH\nEeGw2/H2vBw1Pw9t316r04hwKQqeK/qi+P1oW7danUaEydunLwC23zZYnEREwntFXwybDdv6X62O\nIiLg6X81ALaN6y1OIiKiKHiK7oyw/fqLxWFEJPznX0igYSNsv/5sdZSQBDW4lJ2dzUsvvcSDDz4I\nwPz588nIyKjQYOL3Ak2bAUR0QpSTk8O///06zzxjTgy2ZMkiMjMzyyWfCF6gRSuUggKUkya4C5Z0\naL1Ag4aox46C2x32a0iP1inel6p7d0f0OtKhtQJNmwOgSY8xy1/c4Z7dEb2OdGgxVSXQtBlqhAP2\n0qO1jLSq6KmpEfUoHUYHf/OWAGj79oT8XOkwugQaNkI9cQLy8qyOErSgBpcef/xx0tPT2b9/PwBe\nr5eHH364QoOJ3yu+FU49cjjs13jppWepWbMWhw4dAMDn8zJ69FPlkk8ET08v6vLokZCfKx1aT69Z\nE8AcYAqT9GidQHptANQjoW9/J5MOrVXymXg0/O0QpEcr/a9D2RZjnV4rHTUnGwoLw34N6dF6eq3a\nEX02SofRoeQ8I4wupcPoUnzMqh0N//y/sgU1uJSRkcHNN9+MvWhJwz59+uCO4Ft7ETq9hnlCq+0N\nfRS6WFZWFoMHD8VmM3u89NJe0qMF9Oo1ANAO7g/5udKh9YpPiLRt4d8aJz1ap3hw0LZje0SvIx1a\nq7jHSK96kR4tFBeHXiUZbdfOiG4Tlw6tV3KMGsFVL9Kj9fTqNVBzslGywrtSRTqMDsXbo7p/X8jP\nlQ6ji1F0zqgePGhxkuAFPeeSz+dDURQAjh8/TkFBQYWFEn8WaNacQK10XFMmR3T1kt/vL+kxI+OE\n7DAs4OtoLrUZ/8bYsJ4vHVrLc4W5+kbiv56M6HWkR2v4OnRCT0gk/s2xKNlZEb2WdGgdf5tz0atV\nJ27C+yjHjkX2WtKjZbw9L0Pbsxvn9KkRvY50aC1vl24AxI95MaLXkR6t5e3WA4D4MeGvpiodWk+v\nW49Avfq4Zk5DPXgg5OdLh9HDd5G5Im7c229YnCR4QQ0uDR8+nEGDBrF9+3buvPNOrrnmGkaNGlXR\n2cTJNA1vr94AOOZ+F9ZLXHfdEG699WZ27drJww//nREjbmDYsOHlmVIEwXdJZwybDfvKn1AyQ5u7\nTDq0nv/iDhjx8Wibf0PJC2+FCunRQgkJ+LqaJ0L2xYvCfhnp0GJ2O96ipXkd874P+2WkR2u5h94I\ngOO78FdPlQ6t5+lvTiDsWDAv7KvQpEfrlWyPC+eF9XzpMEqoKt7efQBwzP46pKdKh9Gl5Dhn4XzI\nz7c2TJAUwwjuU+Dw4cOsW7cOh8NB27ZtqVGjRkVnC8pZs7Qk/1vGvnD4LeSNfSus9zx69AgbNqzH\n4bDTsmVrqlWrFlZWWVryf8LJmjD6X8S/MYasz6bhK9pxBCvcDk+VVZZ5NYWaNeHpx4kf9yZZM2bj\n69QlrPeUbbH8BZvVvmQRKdf2p+Ce+8h/6tmw30+2xfIXSlbbz2tJ7d2DwptHkvfq62G/p2yL5S/o\nrIZB1ZYNMZKqkLE6/FWqZFssf6FmTbpzJK5pU8n4aS2Bxk3Dek/ZFstfqFmTB1yJfflSTmzfh5FU\nJeT3k22x/IWTVduxjbRLLsA9aAi5494L6bmx0uGp3i+ahZs18ZEHiPvgPTK/+g5/x0sqINmfRdJj\nUFcubd++nUmTJtG3b18uu+wyXnvtNbbK8r+VLtCiJYaqYtsW3r/9rl07mTbtC3r27EWXLt0ZP/5t\ndu6MbN4RER7fuecBYNuyOaTnSYfRwd+iaCWO3bvCer70aC1/6zaAefAVLunQev5WrQHpMaYpCv7W\nbc35JD2esF5COowO/nPaAqCFeX4gPUYHf+s2KIaBtnNHyM+VDqNHoFETjLg4NDnPiHm+9hcAYNuy\nyeIkwQlqcOlf//oX3bt3L/nzddddx7PPhv9trwiT3W5Otnf4UFhPHzv2JS65pHPJn/v1u4axY8O/\nr1qET69dtGJViF1Kh9GhZJWjQ+FNsCc9WstIScWIi4togkTpMAo4nejVqoe9HYL0GA309PA+D4tJ\nh9GhZIUq6TGm6bWKt8fQ53eVDqOIqhKolY4m5xkxT69TFwh/31rZghpcCgQCXHjhhSV/vvDCCwny\nbjpRzvRa6eaE3mH8+wcCAdq1a1/y53btzivPaCIEJQfTR0LbUUiH0aFkcCmMgy+QHi2nKATSa6OF\nMdFlMekwOgTSa5sHz2Eek0iP1tNr1wFAPRTegbN0GB0iHSSUHqNDySBhGIP20mF00dNroxw/Bj5f\n0M+RDqNPpAP3lc0WzIOSkpKYPHkyHTp0QNd1Fi9eTEJCQkVnE6eg162H8ss61EMHSw7IgpWYmMj0\n6VNp3/4CdF1nxYrlxMfHV1BSURq9eg0Mm81cgjkE0mF00OvVw1AUtO3hXf4vPVpPr98A28L5KJkZ\nGKlpIT9fOowOer36KOt/CeszEaTHaBCoVx8A245tYc0nIR1Gh0DRt+vartBvpwLpMVrodesBhHVb\nnHQYXfTadcxbHPfuJtCkWVDPkQ6jT6DoasJwp+KobEENLr3wwguMGTOGTz/9FID27dvzwgsvVGgw\ncWr+5s1xzjJ/wUI9kH700ad4991/M336FyiKQps25/Loo09VUFJRKrudQOMmIQ8uSYfRwUhMQq+V\nbs4TEgbp0Xr+5i1wLJyPtmc3/jAGl6TD6OBv3gLn7K/D+kwE6TEaBJq3AMI/cJYOo4PeoCGG0yk9\nxjh/s/C3R+kwupTsW3ftDHpwSTqMQgkJBOrVD2vA1wpBDS6lpaUxevTois4igqDXLvpmaPu2kFep\nSk1N5ZFHnqiIWCIMep262LZuQcnKxEhJDeo50mH00OvUxbZ2dVhXvkiP1iv5dnbzJvznnR/y86XD\n6FA8F4G2dUtYKzdKj9YLFG+LIU48W0w6jBKqip5e2xyUCARA00J6uvQYHYy0NHMi6B3bzNuNFSXo\n50qH0aXkasIQBiWkw+gUqFMX+4rl4HaDy2V1nFKVOrh0//338/rrr9O9e3eUU+xcFi5cWFG5xGn4\nunQFwPnVDNw3/yWo5zz55KM888wLXHttv1P+fNq0WeWWTwTPd+HFOBbMwzlzOu5bRpb6WOkw+ngv\nvwL76pU4vpuDZ+iNQT1Heowe3p6Xw5OP4Zw5Lej+QDqMNt6u5mIjzq+m4x4xKujnSY/RQ69dB3+T\npji+nwP5+RDktAvSYfTxdupC3ORPsC/+EV+PnkE9R3qMMoqCt3NXnD98j7Z5E4FW55T5FOkwOvku\n6oChKDi/mkHh7XeX+ljpMLr521+A46dlOL+ZiWfQEKvjlKrUwaXHH38cgMmTJ1dKGFG2QJNmBGrU\nRNuyCXQd1LLnZL///gcBGDfuvxUdT4TA26MnCa+8YHZZBukw+viKJjy0bVxPsAtoS4/RI9C8BXpa\nGrbfNob0Lbt0GF30xk0IpNfGtnmT9BirVBVfx07YdmzHtnUz/qJll8siHUYfX+euxE3+BNvm34Ie\nXJIeo4/vki44f/ge25bgBpekw+ikN2yE3qAh2tbNZZ4zSofRzXvZ5cS/8xa2zZuCPuewSqkjE9Wq\nVQPglVdeoU6dOn/6T1jDf+HFaEcOY1/5U1CPT0urCsC4cW9Sq1b6n/4T1gg0b4HhcuGaMa3Mx0qH\n0cd/wYXoCYk4Z30d9HOkx+ji69gZ7dDBoPelIB1GI9/FHVGPH8O+dHHQz5Eeo4uvgzmRt3P6l0E/\nRzqMPv7zzYFB58yyj2uKSY/Rx3dRBwCcQRyfgnQYzXzntUfNysL+44JSHycdRjd/i1YYmhbSvtUq\nZV/2AtStW5epU6eyY8cO9u3bV/KfsIa3Zy8A7Avnh/S89PTafPPNTPbs2c2BA/tL/hPWMJJT8F3S\nGfX4MZTMjKCeIx1GDyM5hUDLVmj796HkZIf0XOkxOniLvll3zP0u5OdKh9Gj+DPRMW9uyM+VHqOD\n91KzQ+eM4AeXikmH0SPQpBmBho2wr1ltXikRAukxevg7dMSIi8M5O/gvz0A6jEbey/sA4Fi0MKjH\nS4fRyahZE99FHdD27AZPdF+7FNSE3rNnz0ZRFAzDKPk7RVGYN29ehQUTpxdo1BgA+6oVIT1v/vy5\ngAIYJ/2twhdfzCy3bCI0epVkAHPepSDmC5EOo4sRFweYJ7WegYOCfp70GB0CLVoCYPt5bcjPlQ6j\nR6CpuQqOfc2qkJ8rPUYHo+hKee3wISgshKJ9azCkw+hixJnLlttXLMd3Seegnyc9RhFFwXA6UQoL\nUXftRC867yiLdBh9Ss4Zly4K6vHSYfQyUlIAzHmXrrve4jSnV+rgUl5eHuPGjaN58+ZceOGF3HLL\nLdjt9srKJk7D16UbAGqQI8n5+XlMmPA+jRo14bzz2nP99TdgswU1rigqmGfAdbhmTkM9eKDUx0mH\n0anw1jtxLFmEtnVLUI+XHqOL75LOGKoa0pLL0mH08RfdwqHuD/6Kaukxymganj5X4vx2Ntr+fQSa\nNS/zKdJhdHIPGkLis0+i7dge1OCS9BidPNcOJu6D99B27ShzcEk6jF7+Cy4CQD12rNTHSYfRz3tF\n0Wfkvr1WRylVqbfFPf300wAMGTKEHTt2MG7cuMrIJMqiKPjPaYNt5w7UIH7Bxox5CYBrrrmW3bt3\n8dFHMllbtPC3bgNQ5qXH0mF0CjRuAgR/W5X0GH387c5D278v6AFC6TA6+S64CO3gAbRtW4N6vPQY\nffznnQ8EP1+PdBid/Oe2A8AR5C1V0mN08hVvj0HMKykdRjFFMW+nOrAfddfO0z5MOox+vvMvBMAx\n5xuLk5Su1CHJAwcO8OqrrwLQrVs3RowYURmZRBC8PXpi+20D9qWLy1xG+9Chgzz55LMAdOzYifvu\nu6syIoog6A0aEqhTF23bVpTcHIykKqd8nHQYnQItWhJo0BDbpo1QUADx8aU+XnqMPt7efbGvW4t9\n8UICzVuU+XjpMDp5e/bCvmYV9kULg7rqRXqMPp6rB5Lw4nPYV68M6vHSYXTyXdIZw2bD/vNaMAxQ\nlFIfLz1GJ29fc0l6+9o1ZT5WOoxu3i5dsa9agWPhfNynuQpNOox+geYt0FNSsG3cYM675HRaHemU\nSr1y6eTL4bQgl/cVlcPT7yoA8xesDH/sUSnjg15UIkXBM+A6FMMotUvpMEopCt5LL0Px+dB2bC/z\n4dJj9PH0uxoIbl8K0mG08vS/BgDbb9JjrAo0bUagXn20DeuDerx0GKUcDrxXXIl6/DjqkcNlPlx6\njE5Gcgq+Cy5E27IJ/P5SHysdRjfPVQMBsJWyb5UOY4CmmeeMXi+2LZusTnNapQ4u/fEXS37Rokeg\nSVMAtF07ynys9BjdiiejLe1yVekwehXfGifbYmwKNGqMoShBDQ6CdBitpMczQ6BJU7SjR1Byc8p8\nrHQYvUqOUXfK52IsCzRuiuL3o+7dU+rjpMPoFsxxqnQYG4qvzA5m32qVUm+LW7duHT169Cj584kT\nJ+jRoweGYaAoCgsXLqzgeOJ0jLSq6CkpQf1ybdjwK9de26/kz1lZmb/787RpsyokowhO8UoOtp07\nON3iktJh9Cr+0Lbt3IG3jMdKj1HI6USv1wDb9m1BPVw6jFIuF3q9+kEPLkmP0SnQpCksnI+2cwf+\ndu1Lfax0GL1KTmZ3bMfXqUupj5Ueo1fJ8c2uHXiL/v9UpMMoFx9PoHYdtFK+xJYOY0PJvjVWB5e+\n/fbbysohwhBo3ATb+l/Ny1VLmdF/8uQvKzGVCFUwOwrpMHoFGpvf0JZ25Vkx6TE6BZo2xTH/B5Sc\nbIwqyaU+VjqMXoHGTXAsnI+Sl4uRmFTqY6XH6OQvvuJlx/YyB5ekw+gVygmQ9Bi9ftfjZad/nHQY\n/QKNm+BYsggKCyEu7k8/lw5jQ/EFCTE7uFSnTp3KyiHCEGjUBPvaNWjbthJodc5pH1erVnolphKh\n0mvWwohPwL5o4WkfIx1Gr0D9BhiqinPON+S9UfqKmtJjdPI3MQeXbGtW47u0lCNopMNoFmjcBBbO\nx/bzOnxdupX6WOkxOhUP1jvm/4Dn2sGlPlY6jF7+RkUrqc6fS/5Tz5b6WOkxehUPLtkXzKPwttNP\n8CwdRr9AoyawZBG2TRvxF606djLpMDYE6jXA0DTsSxdbHeW0Sp1zSUQ3PTUVANuvP1ucREREUdDT\n0lCzsyA/3+o0IlQOBwBKfj7ousVhRDiMatUBsG2O3gkSRdn0qtUAzNUbRUwKnNMaAPVw2RNBi+hl\n1KgBgHr0iMVJRCT8TYrmBJXtMebp1aoCYFu31uIkIiJ2O0ZaVbQD+8ucaN8qMrgUw3zdLgWCm0hY\nRDd/m3MBzJ2FiDnePv1QfD7Uw4esjiLC4O1etC+N4tU3RNm8xZ+J27ZanESES6+VjuFyoW3bYnUU\nEQlFwXfueagnToDbbXUaEa7ERPTqNbBF8S04Iji+Tl0B0MqYnF1EP3/RpN7BrMZpBRlcimHFq4w5\nv5O5sWKdv/35ADi+lQnzYlHxpePOGdMsTiLCUXwPu/P7OXL1WQwr3g4d338LhmFxGhEu/zmt0Q4d\nlEHCGOdva35p5pgrx6ixzN+mLUpBPrZf1lkdRUSgeAVH2R5jn/+iDgA45n5ncZJTk8GlGBZo2gz/\nOW2wbVyPcvSo1XFEBDzXDATAMW+uxUlEOApHjALAseAHi5OIcBipaXiu6It6/Di29b9YHUeEyahe\nHW/XHmgHD6Bt2Wx1HBEm9+ChADhnfWVxEhEJz4DrAHB+O9viJCIS7oGDAHB+I9tjLNPr1sPXrj22\n7dtQ9++zOo6IgKf/1QA4vp9jcZJTk8GlGOe5egAA9lUrLE4iIhFo3BRf23bY164Gj8fqOCJEev0G\n+Js2w7ZmddTeAy1K57naHOC1L19qcRIRCc+AawGw/7TM4iQiXJ6rizqUbTGm+bp2R09Jwb7iJ6uj\niAh4+12FoSjYViy3OoqIUPEiCfL5GNv87drjb9wE+8oVUXm1vQwuxThfpy4AOH6cb3ESESnfJZ1Q\nPB7sK+VALBb5OnVFzcvFtnqV1VFEGIpXF3P8IFcPxjJf56LPxAXzLE4iwmVUr46/RUvsSxaB12t1\nHBEuVcXXsTPa3t2oe3ZbnUaEyUiqgv/c88xj04ICq+OICPgu6QSAffGPFicRkfJ17ISakx2Vt6vK\n4FKM87W/AMPpxPnFFFlpLMb5OnYGwDVpgsVJRDiKT2rjPv7A4iQiHHp6bfyNm+BYtABVJi+NWYFG\nTQjUrIXj21kywX4M83XqguLz4Zr8idVRRAR8nczjmrgJ8rkYy3wdO6HoOq5PJ1odRUTA37YdekIi\nrhlfouRkWx1HRMDX0RwojMZtUgaXYp3Tia9TF9T8PLRdO61OIyLg7dUbALtc+RKTPP2vAUCT5exj\nlrdPPwDsMu9S7FIUvL37oBgGto3rrU4jwlQ8X4/t158tTiIi4R5kzp8Vjd+ui+AVzwtq/1mWsY9p\nmoav+6UohYVom+RYNZZ5+10FROft4zK4dAYoHr3Ujsi3tDHN5cJ3XntzaUlZ6Sj22O34GzVGO3zQ\n6iQiTL4LLgJAPSgdxjJf0Uoq6iH5TIxV/tZtAFAPybYYy4xq1dBTU+Uqwhjnb9UaQHo8AxRfTage\njc5l7EVwjKQq+Fu0NM8Zo4wMLp0BAvUbAKDu3m1tEBGxQP2GKB6PfIDHKL1hI9TjxyEvz+ooIgyB\nho0A0HbJbXGxTG/QEABt9y5rg4iwGUlV0NPSpMMzQKB+Q7Q9u+VLs1iWkIBerbrZo4hpgXrmOaMm\n54wxL1CvPmpWFkpWptVRfsdWkS/+/PPP88svv6AoCo899hjnnntuyc+WLVvG2LFj0TSNbt26cc89\n9wDw8ssvs2bNGvx+P3fccQe9e/euyIhnBD29NgDqsSPl/tpvvjmGjRs34HDYuPvu+2lV9O0FSIcV\nQU9PB0A9crik1/IgPVYOvWYtANRjR9ETE8v1taXDiqfXrgOAeqT896XFpMeKF6j1v/1oRZAOK4Gi\noNeqjbp3T4W9hfRYOfT0dJRf1qFkZ2GkpJbra0uHlSdQKx1bBc1HKD1WnpLzjKPle5wjHVY+Pb3o\nmPXoUQLlvG+NRIUNLq1cuZI9e/YwZcoUduzYwWOPPcaUKVNKfv7cc8/x/vvvU7NmTYYPH84VV1zB\n8ePH2bZtG1OmTCEzM5OBAwfKL1oQ9Bo1AdDK+VaOdevWsH//Pt5990Nyco7y0EMP8+67H5b8XDos\nf3qNosGJQ4fgvPJ5Temx8pRsiwf2ozdqXG6vKx1WDiMtDcNuRz14oEJeX3qsHCWDvBVwe6N0WHn0\nmjWx/bYBJScbo0pyub629Fh59Orm56J68GC5ngBJh5VLr1kTZcOv5iBhckq5va70WLmKj1PL8w4J\n6dAaeo0agNlloHkLi9P8T4XdFrd8+XJ69eoFQJMmTcjOziav6FaRffv2kZycTHp6Oqqq0r17d/6/\nvfuOj6LO/zj+mq3JppcN0kG6oSjSozRBEetZEE8sd97xUw/PrhyHJ56gByKo2LGBgtiQIgg2QERA\nUA8V26FUQUhCSCPJtvn9sSlEAgm7szszm8/z8eDxMCT5zod9+9mZ+e7Md9avX0/v3r157LHHAEhO\nTqasrAy/3x+pEmOGv2UrVKcT2xZtF7784otNnHnmYCCYYXFxEaWlkmEk+du1B8D2/VbNxpQco8fX\nuQsAtq+0XfRSMowSRcHfsTP2LV+Bz6f58JJjlLhc+Fu2wvbfLzW/FUcyjB5fx84A2LZ+q/nYkmP0\n+Dt2BNB8gX3JMLr87Stz/E6741OQHKMt0OQkAolJ2DR8cIlkqA//ye0AsH2n/T4yHBGbXMrLyyMt\nreYTivT0dHJzcwHIzc0lPT39qO9ZrVZcLhcAb731FgMHDsRqtUaqxNjhdOJv3zE4IaHhWi/5+fmk\nptZ8OpGamkZ+fj4gGUaKr2s3AJxvv6HZmJJj9PhOCS5C61yxTNNxJcPoqepB+6aNmo8tOUaPL7sb\nluIirD9v03RcyTB6qhb1dixdpPnYkmP0VO8XFy/UdFzJMLqq+3HZEk3HlRyjzGrF3+UUbL/8rNla\nPZKhPnxdg8sNORe9rXMltUV0zaUjqSfw6eGHH37IW2+9xYsvvljvz6alubDZav/P6HYnnXB9etGs\n1hbNYOs3uAv3Q9ummgwZH28nOTm+ukabzUJ6egJudxK7dx//d8PNEBppjpnBe5RtFeWajalnjo0u\nw4HBp1TZPdrlB9KLJyLsWk8JXlqcmrcXNP53Sy82jCa1tg8uzp7+207o3zP88SpJLzZc2LUOOQMA\nV3kpLulFXWhS64ihADhlv6gbbY5v+gPa96P0YsNoWmvL5rAJMvfvgg6twh5OerHhNK01vRcA9rLD\nEXkNQh0zYpNLWVlZ5OXlVX994MAB3G53nd/bv38/WZX3Da5du5ZnnnmG559/nqSk+v9RBQWHa33t\ndieRm1usxT8h4rSs1dX1VBJWruTQjr14m7fTZMyEhBS2b99Dbm4xbncS+/btx2KJJze3OKIZQuPN\nESAtuxuWXTvJ12hMvXJsrBmmN28BBws4qOFVzAyOAAAgAElEQVS/XXqxYbSo1dGmIylAye7fKNP4\n3y29WD+tanV2zCYZKN61j3LpxajTolbFlUYmULE/lyLpxajTstaMxCT8eQc5JL0YdVrVqiSkB/vx\nQJ6m/Si9WD+ta43vehqJCxdSuHMvnk7hjyu92DCRqDXt5HYo+Qc1PeeAo2s9kYmmiN0Wl5OTw8qV\nKwHYunUrWVlZJFY+PalFixaUlJSwZ88efD4fq1atIicnh+LiYqZNm8azzz5b6/I6UT+18vVSDh3S\nbMw+ffqxevVHQDDDzMxMXK4EQDKMpEBKCpbiItDo3mPJMbrUlFSUwkJNx5QMo6f6vbRQ+0e7So7R\nU7XgrJb7RJAMo0lNTEK1WrFonCFIjtGmpqRgKZReNDM1KRlVUeQ9NQZofc4oGeonEu+t4YrYlUs9\ne/YkOzub0aNHoygK9913HwsXLiQpKYnhw4czadIk7rjjDgBGjhxJ27Ztq1eMv/XWW6vHmTp1Ks2a\nafdI9lgVqDyQtuTn1fOTDdetWw86derCDTf8GYfDxu2338Py5UtJSEjksssulAwjpPqkqKAANTMz\n7PEkx+gKpKQEF9fzesFu12RMyTB6qt9LK9cI1JLkGD1VB89a7hNBMowqRUFNSUHJk140OzUlFeuO\nXzQdUzKMMosFNTlF3lNjQCAl+PRNy8F8TcaTDPWjpqSiVFRAWRnEx+tdDgCKeiKLIRnQ7y8va6yX\nx9nXriH10gsou/Z6Sh6eqcmYRwrn8rj61PUaNNYcARLH30H8i7M59Po7eIecpdm4EN0cG2uGSX+/\nkbgF8yhY/iG+Xn00GfNI0ovHpsmtOMVFZLRvia9bDw59+IlGlR1NerFuWtVq2beXjB6d8QwaQuGb\nizWo7GjSi8emVa2pwwdh3/IVedt2oyanaFDZ0aQX66ZlrclXXY7zg5Xkb/iKwMnaLN1wJOnFY9Oy\n1rTBA7D+8B15P/8KCQmajHkk6cW6aV2r7YtNpJ17FuWXj6b4yec0GxekF48nErUm3XwDca/Pp+Dd\nD/D16avZuIa8LU5El69bcMV4y/59OlciwuXtcRoAlt8kSzPydQkuym7Zv1/nSkQo1KRk/G1Pxrpv\nr96liDAEmjYjkJKKZf9vepciwlB9bHPggM6ViHBU5Sjvq+bmy+6KEghgyZV+NLOqp4xZfpP9o9l5\nTw2eM1r37tG5khoyuRQj1JTU4NoEedperiqir+pWuEjcliMiL5CRAWh3ubGIPjUjEyU/D8x9YW+j\nF8jMxBKBW6pE9AQygw+CkRzNrSpHReNbqkR0Vfej5GhuTieBpGR5X40BAXdwcfRI3D4eKplcihWK\ngpqcjFJijksDxbEFkivXXJIsTanq1g2lWPIzq0BKCkogAKWlepciwqCmpEgfmpyalAyAUqTtQxJE\ndFXtFy3Sj6ampsjxTaxQU1LkPCMGGPG9VSaXYoialCxv+DFArXwcp6W4SOdKRCiq8lMkP9OSHowN\namJycKHLigq9SxEhUpMrJ5fk2MbU1ETZL8aCmuMb6UezU5OSpB9jgBF7UiaXYoialBx8rKTcymFq\n1W8UGj/OXkRHoOpThEPaP8peRIeaXPPERmFe1Z+yy3upaVVPLsn7qanV5GisR2aLExOovJLQaI8+\nFydOTUpGKSoCv1/vUkQYqq/uNdBxjkwuxRB/ixZYSktQCg7qXYoIQ6DJSagWC5Y9u/UuRYQg0LIl\nAJbdu3SuRITKX5mhdddOnSsR4fA3bwGAdbfkaFb+lq0AsO6S91Mzq+5FOa4xtUCLquMbeU81O3/z\n5sHF2WWRfVMLNG0KgPVX47y3yuRSDPG3bgOAdcd2fQsR4XE4CDRvITmalJqaRiAlVfIzMX/b4KOy\nrdt/0bkSEQ5/m7aA5Ghm0ouxIdCiJarVKvtFk5PzjNhRvX+ULE1NTUomkJGBxUA5yuRSDKn+ROHX\nX3WuRITL37IV1t/2gderdykiBIHmLbDs26d3GSJEgVbBqyUsBvokSJy4mhyN84hecWLU9HRUlwvL\nXjmuMTW7nUDTZpKjyQWaNUe1WLDulatdzC7QQvaPscLfqjXWX/cYZlkcmVyKIYGMykfYy21xplf9\n2F5Z88WUAhmZwcWgZSFhU6p5/Lk8btnMqveJkqN5KUrw/VQefW56kmMMsFpR09JQDubrXYkIU/X+\n8aCcM5pdICMTpaICpbRE71IAmVyKKdVvFPLJkOmp6ekAWPJyda5EhCKQmQEgB9ImJe+lsaE6R1lT\nwtQCGRmG+lRWhEbNyEApK4PDh/UuRYQhkJEpV2bHANk/xg61MkvFIB+kyeRSDAk0OQkA6y/bdK5E\nhCuQmgaA7cfvda5EhCLQrHLx0h++07kSEZK4ONT4eGzb/qd3JSIMgawmAJKjyamV+0MjrSkhTlwg\nNfgUTpvsF01NTUnFUlKMkisffppZ9ULQcs5oetXnjD/9oHMlQTK5FEP8nbsE74WWJxyZnq/HaQBY\nJEtT8nU5BQDrTsnPrLy9+mDJy0UpKda7FBGquDh8nToH30flqhfT8vbqA8ii3mbn69kLAOvOHfoW\nIsLircpxh/SjmQVatkJ1ueScMQb4srsCxnlvlcmlWGK14m/XHutPP4HPp3c1Igz+jp0AsP0gVy6Z\nkb9DRwBs323VuRIRqqoetG6VDM3M36ETlpJiLLvlUfZmVb0/3PqtzpWIcPjaB/eLckWvuVUf33wv\nOZqaouDr0Ck4aV9ernc1Igz+zl0Aguf/BiCTSxHy9ttvMHbsdYwbN5a//vUaNm3aWOfP7du3l+uv\nvxqAyy67gMNh3ovu7ZeDpaQY25avwhpHBOmVo79dewKZmdjXrZVP3MOkR4a+rt0JJCRi/3RNyGOI\n2qKdoydnIACOT1aFVrA4ih696BmQA4Djk9UhjyFqi3ov9j8DkF7Uki77xd59UK1WHGs/CXkMUZse\nOXr7B99T5fhGG3qdZwB4+/VHqajAvvnzsMdq7PTM0ZfdDdWVgH2dMd5bbXoXEIv27dvL0qWLeP75\nudhsNnbv3sXUqZPp3btvxLftHTiI+FdewvnuEnyn94749mKZnjliseDJGUjc4oXY/vslvtNOj/w2\nY5BuGdrteHPOwPn+CqzfbcV/SnZktxfj9MjRe+ZAVIsF5+KFHL5zPChKxLbVGOjVi96BQwBwLl1E\n+ZhrI7qtxkCPHNUmTfB1ycb+2acoBw6gZmVFbFuNgV69qCYl4zvtdGxfbsby6x4CzVtEdHuxTq8c\n/e074D+pKY6PP4LSUkhIiOj2Ypmu5xmA98xB8OxTOJYvxXvGwKhsMxbpnSN2O57+A3B+9AHWbf/D\n375DdLZ7DDK5FAElJSV4PBV4vV5sNhstW7biiSeeY/v2X5g5cxqKouByuZgxY7rm264YPgLV5cLx\nwQpK73tA8/EbEz1zBKi48A/ELV6IY+VymVwKka69eNElON9fgePD9ymTyaWw6JGjmpKK5+wROFcs\nx7L9FwInt9Ns7MZIr170d+iIL7sb9k8/kRMhDeiVY/mll5M4eRKONR9TcfloTcdubHTdL158CfbN\nn+P46APKr/mT5uM3JrrlqChUXHQJrmefxP75BrxDztJ2/EZE7/MMz6ChBFJScb6/gtIHH47INhoD\nvXME8FxwMc6PPsDx3jLKbr41YttpiJifXJr02USW/rxI0zEvaHcxkwZMPub3O3ToSJcu2Vx++YX0\n759Dv345DBo0hEcffZi77ppAy5atWLjwTebNm0dOzlBNa8Plwtu7L441q1D270dt0kTb8XWgR4ag\nc46Ad9BgVIsFx7pPiYUH9za2XvRUXjHh+HQNZX+/TdOx9dLYetEz+CycK5bj+GQ15TE0udSoelFR\n8Aw5C9fWb7Bv/Azv0OHaja2jxtaL3iFnweRJONauianJpUbViwRPZgHs6z6JmcmlxtaLAN7BQ+DZ\nJ3GsWxszk0uNrRcBcDrx9s/BuWIZll07CbRqrf02oqgx9mIVz1nBYxv7Z2tlcilW3Xvvv9mxYzuf\nf76e+fPnsmjRW/zww/dMnRr8H9Tr9dKz56kR2bZn+Dk41qzC+e5iyq8fG5FtNBZ65qgmp+Dr3Rf7\nxvVY9u0l0LRZRLYT6/TKUG3SBG+P07B/shql8BBqSqrm22hM9MjRM/wc1H/ciXPR25Rfd72mYzdG\nevWi5+wRuJ54FOfid2JmcklPeuToO6Ur/uYtcC5ZRPGMWWCTw9dw6NWL/o6d8Ldqg3PFcoo9HnA4\nNN9GY6Lbe2rfAQQSEnEueYfSiZM0H78x0fM8A4KTEs4Vy3AuWUTZuFsitp1Yp3eOgSYn4euSHby4\n5FABampaxLZVn5jfO08aMLneGUetqaqKx+OhTZu2tGnTlksvvYKrrrqMsrLDzJr1LErl2h1udxJf\nf/2j5tuv/mRo04aYmFzSI0PQP0cAz9Bh2Deux7ZpI54L/xCRbURLY+xF75mDsG/5CtsXm2LipLax\n9WKgZSv8HTth/3IzVFSA06nZ2HpqbL3o7d0X1eXCvnG9puPqqbH1IlYrnoGDiX/tVWxbv8HX4zTt\nxtZRY+tFFAXPoMHEv/Iytm+2xMTaoI2uFwESE/H16h08kY2RddAaXS9W8lReeWb/fD1lmHtyqVH2\n4hE8w8/B9f1WbF9u1vWcQ54WFwHvvruYadOmoFY+5au0tIRAIECvXn3YsOEzAD78cCXr10fmQNff\nsROBxCR5bG+Y9M4RwNuzFwC2b7+J2DZimd4ZVucnj7MPi545env1QSkvx/rzNs3Hbkx07UWrFW/P\nXth++Tm47pIImZ45+nr1AWR/GC6994tVE0pyjBoevXP0Vuco/RgqvTMECLRqTcCdJf0YBiPkCMY5\nZ4z5K5f0MHLkBezcuYOxY68lPt6Fz+fj1lvvolmz5kybNoV58+bgcDiZNetRdu3ar30BioKvW3cc\n69dh/WUb/pPba7+NRkD3HAFfl2xURcH5wUoOT/hXRLYRy/TO0NetOwDO5Ut1vwfazPTM0dfjNJg3\nF+fSRRyWhdlDpn8v9sDx6Sc4ly+NqTV7ok3fXgzeUuB4dzHlV12j6diNif69GNwvOlYsi5l1l/Sg\nf449AHCuWBYz6y5Fm94ZVvF17YZj1UdYv/8Of5dTIradWGWYHCuPUR0ffUDZ32+P2Hbqo6hV02wm\nlZtbXOtrtzvpqL8zqkjWGjf3JZLuvIWSfz2gyT20v6/V7U4Ke8wqdb0GkmONlFEX41j9MfmbvibQ\nuk1YY0UzR8kwKPX8s7F/voG8b7dpcum49OKxRaJWpbiIjE5t8HfoSMGaDZqNK71Yt0jVat36LelD\nBlAx8gKKXp6nyZjSi8cWqVrTBvbFuu1/5P+4AzUpWZMxpRfrFsla087sg/WXn8n7cSckJoY9nvTi\nsUWsVq+XjM5tURMSOLjlB6i89Scc0ot1i3StzjdeI3nc/1F69wQO3zk+rLGkF48tGrWmnjsU+xeb\nyfvuF9TMzJDHCSdHuS0uRlWvGr/xM50rEeGqznL9Op0rEaGo6cXYWe+lMVGTkvH2PwPb99+h5Ofr\nXY4IkT+7K/6mzYL7RHN/ptaoeYadg+LzYdu8Se9SRBg8Q4ejeL3B9eyEOdnteAcNwfrbPiw7d+hd\njQiDZ2jVeYacM5qdZ/gIQN9zRplcilGB5i3wt2yFfdNGOZA2OW//HADsn2t31YSIHm+/AYDkZ2be\nAZU9KBOEpubtn4MlP1/WzzKxml6UkyAzk/1ibPD26w9IjmanZmbi69gJ+xebwOfTuxwRBiOcM8rk\nUgzz9u6L5eBBOZA2Od8pXVFdCbLzNilvj9NQbTbsmzfqXYoIUfWJ0AY5oTUzb9/KEyGZJDQtb+++\nqIqCfaPsD83M27svIJMSZuft0w8A++dyfGN23j79UA6XYvtOFvY2s+pzjk0yuSQioGrn7fjofZ0r\nEWGx2fCe3hvbTz+i5OXpXY04US4Xvu49sH+xGaW4SO9qRAi8PXuh2u04Vi7XuxQRhqrJJcfK93Su\nRIRKTUnF3yUbx7q1cPiw3uWIEKmZmfjatcex+mPwevUuR4TIl90N1eWS84wYUD1RuOojnSsRYak6\n5/jyCygr06UEmVyKYd6BgwGImzdXbo0zOe8ZZwIQ/8KzOlciQuEdEMwv7uUXda5EhCQ+Hm/vvti2\n/yJXL5mYv3MXAplunCuWoeTm6l2OCJHnzIEAxM+V91Mz8+YEc4xboM0C+0IHdjvePv2w/roH+7q1\nelcjwuAdcAYA8a/OkXNGk6s654if84Iu25fJpRjm79ARX8dO2H74Xj6pNbnyykdnJzwyFTwenasR\nJ6qs8nHLiQ/8Sz6lNany0VcBkDTu/3SuRITMYqHi/AsBSPznXToXI0JVfu31ACT+a4K8n5pY+dXX\nApB45y0QCOhcjQhV+aWjAEi6bZzOlYhwBFq1xtu1O9adO3AuelvvckQYqs8Z779Xl/dWW9S32Ejs\n27eXa64ZTadOnVEUBY/Hw0033UKPHqdGtY6yP48lafwdxM9+Bs+IkVHdttkZJUOAQIuWeE89Dft/\nvyLuzQWUX3VN1GswKyPkGGjTFn+rNlh37cC5dBEVl1wetW3HAiNkWPGHy+DvN2LdtRPr1m/xZ3eN\n2rZjhRFyLBt7E/Evv4DzvWUUl5VBfHzUth0LjJChv32HmvfTRW9TUXkgLRrOCDn6epxGICMDS34+\njo8/wDPsnKhtOxYYIUOAiosvhZtvwLpjO9b//YS/Q8eobt/sjJIjQNnYG7H//UbiZz8TPOYRDWKk\nDAH8XU7B16kzth9/wLFsKZ4LLorq9uXKpQhq1ao1TzzxHLNmPcuNN97MnDnPR72G8uuuJ5CRgX3D\nOigpifr2zc4IGVYpeWg6AI7lS3WrwayMkGPRE8FbGmXdntDonqHTSckDDwX/U3owZHrn6G/fgfJL\nLkepqMDxyeqobjtW6J0h1LyfOt9bFvVtxwoj5Fg8/XEAHCvk6vpQGCFDnE5K/nkfAA7px5AYIkeg\nYtSV+LOaYPtiE0rBQV1qMCujZFil9O5/AuBctjjq25bJpSg5ePAgmZlupkyZxLrK+5JXrVrFlCmT\neOqpx3n33UXVPztmzOUUFh7SZsMWC2VX/wnF6w0ugClCVleG69atZfz48ZHNsJLv9N74OnYK5lhR\noenYjYlevejr2w9/s+Y41qwCv1+TMRsrvXqx/MoxqFarLF6qEb16sfzaPwPysAst6NWLvr798Ldq\ng33NKrk1TgN69aLnnHMJpKTiWPWhrPMSJj2PUcv/GLya3rFaFoMOl27niwAWC+XXj0VRVfnwJQx6\nny8CeM6/EH/TZsFzjijfGhfzt8UlTJqIc+mi+n/wBFRccDGlkybX+3O7du1k3LixeDwe8vJyeeSR\nWcyfP/eonxsxYiSzZs3k/PMvZvv2X2jWrDkpKama1esdOgwenU7ca6/iOedczcaNFsmwhmfIWbie\nfQrnsiWmu7Wq0eeoKHiGDiP+1Tk43luGp3LtFzNp7BmqySl4+w3AsW4t1m+/wd+1mybjRltjz9Hb\nqw+B5BScb71Byf0PmvLWuMaeIYqCZ9hw4l+cjXPxQiouu0KbcaOs0edos+EZNIS4Je9gX7cW7xkD\ntRk3ihp9hoDqduPtfiqOTz/BsnMHgdZtNBs7WiTHIM/QYSQ89ADO1+dTcdElmo4daZLhERQFz+Ch\nxL/2KvbVH+EdOlz7bRxDzE8u6anqEjmAnTt3cO+999C+/dH3Ip98cntKSoopKCjg00/XMHz4CE3r\n8Pbtj6/tyTiXL8Wx/F08I8/XdPxYZpQMq5RfcRWuZ58iceJ4PGcORnW7I7KdWGOUHMtHjyH+1Tkk\n3XM7BwfkoKZnaDp+LDNMhldfh2PdWpLHXkfBR5+acmJCT4bI0W6n/Iorcc1+hqTbxlH8jD5PVDEr\nQ2QIlF11LfEvziZxwl14c84k0LSZpuPHOqPkWP7HMcQteYekW//GwdXrITFR0/FjmVEyhOCVvfav\n/0vyTX/l0JIVYLVqvo1YZaQcfd1PxdflFJwfvo9j6eKor9djVkbKsErFFX8k/rVXSfzHXRz6aC1q\nYlLEtnWkmJ9cKp00uUEzjpHWunUbnE4nubkHqv/O5/NV//fw4SNYs+ZjNm/exNSpM7TduKJQMnUG\nqaMuJumOmznYqw9qVpa224ggybCGP7sr5Vf8kbjX55P4jzspnv0yKEpEtqU1yRF8vftQPupK4t54\njcQJd1P89POmyQ8kQ4CKC/+AZ/6rOD5ZRcID/6L0wYc1HT8aJEc4fPs9OJctJW7hm1SMPB/PhX/Q\ndPxIkwzB3607ZX/+K/EvzibptnEUzn8LLOZa7UFyBO+QYVSMGIlzxXIS77+Xkodnajp+pEmGQeVX\nXUPc/Fewb9pI/HNPU3ajuZ4eJzlWUhRKpkwj9ZLzSbrjZgp69yFwUlPttxMBkmFt3n4D8Aw5C8eq\nj0iYPImS/zwSsW0dyVx7YRMrKiokPz+f1q3bkJ+fB8AXX3xR/f1hw85h+fKlZGZmEBcXp/n2vYOH\nUvLAQ1jy80m9+Fxs32zRfBuxrq4Mv/76v9Xfj3SGACgKxY8+ibdPP+KWvBN8hK8s1H5CdO3FqvxO\n70XcwjdJuuUmWTQxBLr2os1G4dzX8HXshOv5Z0m881aUQwXabqOR0LMX1YwMCt9agupykfy3scS9\n/IKs3RMCvfeLJQ9NDx48f/whydf9Ectv+zTfRmOg936xaPYcfF1OIX7OCyT+406UkmJtt9EI6N2L\nxMVRuGAhgUw3CfdPJH7Wo+DxaL+dGKf3+SKA94yBFP/nESyHDpFy6QVYv9sake3EKt17sYrFQuGc\n1/B16kz8i7NxTXsQjpjkipSYv3JJT1X3XwJ4PB5uu+0u3O4s7r9/IqtXf0yPHjWPsk5PzyA+3sWw\nYZG7PK7srzdi2bsX19OzSDvrTMquuoaSyVMhISFi2zS7+jLs0KFj9b4zGhkCYLVSNPtlkq8aRfwr\nL+NcsoiS6Y+a7t7oaDJUL9psFL34KslXjyZuwTwcSxcH87t0VGS2FyMM1YsuF4Xz3iTlmiuJn/si\ncW+9TsmUqZT/8WpTXYmmByP1or99Bwpfmkfy2D+RdPdtxD89i6Ln5+Lv1j0i24sVhupFRaHomRdI\n/su1OFcsx/Hh+5SOn0jZuFtNdxVTtBmpF3E6KZy7gJQxo4h/4Tmcb71B8WNPyTIO9TBULxJce6lw\n3hskXz2axAf+RfxLsyl6fg6+nr0its1YYKherFT+p79g3bkD19OzSB/cn7Krr6Pk3w/JOeMxGK0X\nq8XFUfTiq6SMvoSE6f8h7vX5FD/+NN6cMyO2SUVVI/d4hgcffJAtW7agKAoTJkyge/eaA7bPPvuM\nGTNmYLVaGThwIH/729/q/Z265ObW/nTD7U466u+M6shaDx06xB133Mzs2XOwRPiAyLFiOYkT7sK6\nZzeBTDfll4+m9K5/1Hmf++OPP8LWrd/icNi46aZb6dIlu7r2SGVYNb7ZcoxmhgCUlJAw/T/EP/sk\nit+Pt1cfDo+7Fc+55x11gqtHjmbMEKLYi6WluGbNxDVrJorXi69LNodvuzM4SVjHBIX0Yv2i3osl\nJbieeBTXk4+hVFTga9eesr/eSPnV14HdXuevSC8enx69aNn+C4mTJ+FcugjVYsGbM5DS8f/E17tv\nnT8vvVi/qPei10v8S7NxTX0QS3ER/patKLv2z5SNvQmO8cmw9OLx6dGLSlEhrkemEf/cU8Hjmh6n\ncfj2u/GMGCn7xRDpcYxq2fsrCVPuJ+7NBaiKgveMQZT+YyK+Xn3q/HnpxePT63wRwLFsKYkT78H6\n6x78TZtRcdkVlN5xD7hctX5OerF+up0vAkpuLon3TSDurddRFQXPOSM5fMvt+E7vfdxaj/y6oSL2\nL/r888/ZuXMnr7/+OlOmTGHKlCm1vj958mRmzZrFa6+9xrp169i2bVu9vxOrPvlkNbfcciM33nhz\nVP4n84wYycG1n3P4//6GUlyE6+lZZPTqiuvBf9e6pPyrr75gz57dPPvsS0yZMoVHH51eaxzJsEa0\nMwQgMZHSSZMp+OATPP0GYN/8OSnX/ZHU88/GufDN6ksfJceGi2qOCQkcHj+Rgo/X4Rk6DNv3W0ke\n+ydShw8ibt7cWrfoSIYNF9UMExM5PH4iB9dsoGLESGw/byNp/B2kDzid+MdnHHXLo+TYcNHMMdD2\nZIpemEvh3AX4O3XBsXY1aecNJ2X0JTiWv1vrEemSYcNFtRftdsrG3kTBZ5spv3QU1t27SJw8ifS+\np+Ka/h+U3NxaPy45Nlw0c1STUyi9fwqHVq7Cc8ZA7Fu+IuXaK0kdOQznG6/VuqVDMmy4aB+jBpo1\np/jJ5zi04G38XbKD76kjh5E8ZhT2jz+o9bOSY8Ppca7hOe8CCtZu5PBfb8CSewDXrJnBc8aHH0LZ\nvx+QDE+ELueLBK8qLH5qNofeXIz/5HY4Vywj7dyzSP7TGOxr19Q6zglXxG6LW79+PcOGDQOgXbt2\nFBYWUlJSQmJiIrt37yYlJYWmTYMLhA0aNIj169dz8ODBY/5OLBs4cDADBw6O7kYTEih94CEO33E3\nrsdnEjfnRRIenY7rycfw9uqDv0Mnvs7dz9D0DOLmzcU9bBDFxUWUlpaQkCAZ/p4uGVbyd+1G4ZIV\n2DZtJGHagzjWrMK+aSP+++/Fe8ZAvj5cwtBMN44l79BuzBWS43HokaO/U2cKFyzEtuUrXI9MxbHy\nPZJuG0fCv+/F23cAgaZN+Xr/bzW9OHywZHgcemQYOLkdRXMXYP35f8Q/PpO4hW+SOHkSCQ8/FHw/\nPbkdanIKX+/ZxdD0DBxLF9Puqsslx+PQI0fPiJF4RozEsfI9XI9Ox/Hxhzg+/hD/SU3x9umH6nbz\n9W97GZqeSdz8V3CfPUQyPA5derHJSRQ//TylEyfhenwGca/PJ2Hag7hmPoz39N7423cI9uKvu4O9\n+O4S6cV66JGjr/upFC58N3hc88hUHJ+69IgAAAr7SURBVB9/iP2LTQTumxDcL550El//ti+4X5z/\nCu5zhkqGx6HXMap36HAKhg7HsWI5rhlTcb6/Auf7K/C3ao23d18CmW6+3vcrQzMycSxbKr1YD71y\nVBOTKJ0yjcN3jsc142HiX3mZhIcfwvX4DLz9c/ja4WBoppu4V+fgPu9syfA49DxfBPAOGkLBZ1/g\neHcJCY9MxblsCc5lS/Cd0hXPwMEEWrbE36wFXHV5yNuI2ORSXl4e2dnZ1V+np6eTm5tLYmIiubm5\npKen1/re7t27KSgoOObviMhQU9Mo/de/Kb1zPHEL5hH32qvYN3yGY/06CrOyOLW0lKR5c6F1a1J7\n9yU/P5+EBMnQiHy9+1L45uLgCe4Tj+F8713i3lxQnWPKnJfADqmpaZKjAfl6nEbR3AVY9uzG9cSj\nOFYsx7liGUBNL746B9q3J/XUnpKhAfnbdaDksacovX8KcXNfJu6dt3CsWwvr1gI1Oaa89DzEWaQX\nDcpzzrl4zjkX6/ff4Zo1E8fqj4hb8g5wRC++8jJ06kRqtx6SoQEFmregZOoMSu+9n7h5c3G+9Qb2\njetxbPgM+F0vJjqkFw3K17svhQsWYtmxHdesR3F8sALn8qXA7/aLXbuS2vkUydCgqibubVu+wvX4\nTOxrVhH39hvA73oxJV560cDUtHRKH3iI0nv+Sfz8ucS9OgfH6o9renH+KzD3VFLbd5QMjUxR8Fxw\nEZ7zL8S2cQOuWTNwrP4Y13ff1vxMRhL0GxzS8FFb0DuUpZ0a8jtpaS5sNmutvzuR+wL1Zpxak+Ce\n24N/Dh6E336DmTPh5JOheXPo2BHbY4+Rnp6A253E7t0NGzXUDMFIr039DFWruyf0mwN+P/z4I8yY\nAa1bQ9u2cPHF2N57L2o5Gup1qYdhanWfAi88F7xEde/eYD8+/ngwv+bNoUsXbDNnSi8egyFqdSfB\nA/8K/jl4EHJz4dAheOaZYC+2bw8XXYRt6VLpxToYplZ3Xxi4AAIB2LMnmOHjj9fsF7OzsT3yiPTi\nMRiiVncSTBwf/HPoEBw4AAUFNb3YoQOcdx62hQulF+tgmFrd3WHui8Fe3Ls3mOFjjwV7sVkz6NYN\n2/Tp0ovHYJhahw0M/vF6YdeuYI5PPlnTiyNGYHvjDenFOhiqVncS/POe4J99+2DSpGAvnnQSdO+O\nbdo06cVjMFytF5wd/FNaCps3B49XPR4YPhx3iE+yi9jkUlZWFnl5edVfHzhwALfbXef39u/fT1ZW\nFna7/Zi/cywFBYdrfW3Ghb2Mxw7uliS068T2jExyz/0DbncS+8ZPwGKJJze3OKIZgpFfm6MZulZ3\nSxLadw7meM5FuBMT2bdvf1RyNPTr8juGrdWRDCcl1/TiyEuCvRilDMHAr00djFmrHdKbQXozEjpl\n1/RiQoL0Yh0MW2t8GsSn1byfSi8elzFrtUJaU0hrWtOLZ1+I2+WSXqyDYWt1psBJKTW9eN6l0ovH\nYdhak7MgOat2L8bHSy/WwdC12hJJaNuB7emyX6yP4Ws9pWf1f7rj4oy3oHdOTg4rV64EYOvWrWRl\nZVVf6taiRQtKSkrYs2cPPp+PVatWkZOTc9zfEdHXp08/Vq/+CAjmkZmZicsVfASlZGgekqP5SYax\nQXI0P8kwNkiO5icZxgbJ0fwkQ3GkiF251LNnT7Kzsxk9ejSKonDfffexcOFCkpKSGD58OJMmTeKO\nO+4AYOTIkbRt25a2bdse9TtCP9269aBTpy7ccMOfcThs3H77PSxfvpSEhEQuu+xCydAkJEfzkwxj\ng+RofpJhbJAczU8yjA2So/lJhuJIihrKYkgG8vvLywx/ydkRzFyrlveM1vUamPm1MbJo5mjm18XI\npBePzcy1Si8GmblW6cUaZq5VejHIzLVKL9Ywc63Si0FmrlV6sYaZazXEbXFCCCGEEEIIIYQQIvbJ\n5JIQQgghhBBCCCGECJnpb4sTQgghhBBCCCGEEPqRK5eEEEIIIYQQQgghRMhkckkIIYQQQgghhBBC\nhEwml4QQQgghhBBCCCFEyGRySQghhBBCCCGEEEKETCaXhBBCCCGEEEIIIUTIZHJJCCGEEEIIIYQQ\nQoTMpncBWnrwwQfZsmULiqIwYcIEunfvrndJ1TZu3Mgtt9xChw4dAOjYsSN/+ctfuPvuu/H7/bjd\nbh5++GEcDoduNf7000/cdNNNXHfddYwZM4Z9+/bVWd+SJUuYM2cOFouFUaNGcfnll2tWg2QYPsnx\n+MyQo2R4fGbIECTH+pghR8nw+MyQIUiO9TFDjpLh8ZkhQ5Ac62OGHCXD4zNDhhDBHNUYsXHjRnXs\n2LGqqqrqtm3b1FGjRulcUW0bNmxQb7755lp/N378eHX58uWqqqrqI488os6bN0+P0lRVVdXS0lJ1\nzJgx6sSJE9VXXnnlmPWVlpaqZ599tlpUVKSWlZWp5513nlpQUKBJDZJh+CTH+hk9R8mwfkbPUFUl\nx4Yweo6SYf2MnqGqSo4NYfQcJcP6GT1DVZUcG8LoOUqG9TN6hqoa2Rxj5ra49evXM2zYMADatWtH\nYWEhJSUlOld1fBs3buSss84CYMiQIaxfv163WhwOB7NnzyYrK6v67+qqb8uWLXTr1o2kpCTi4uLo\n2bMnX375pSY1SIbhkxxDY6QcJcPQGClDkBxDZaQcJcPQGClDkBxDZaQcJcPQGClDkBxDZaQcJcPQ\nGClDiGyOMTO5lJeXR1paWvXX6enp5Obm6ljR0bZt28YNN9zAlVdeybp16ygrK6u+JC4jI0PXem02\nG3FxcbX+rq768vLySE9Pr/4ZLV9nyTB8kmPDGDlHybBhjJwhSI4NZeQcJcOGMXKGIDk2lJFzlAwb\nxsgZguTYUEbOUTJsGCNnCJHNMabWXDqSqqp6l1BLmzZtGDduHOeeey67d+/mmmuuwe/3V3/faPX+\n3rHqi2TdRntNzJ4hSI5g/hwlQ/NnCJIjmD9HydD8GYLkCObPUTI0f4YgOYL5c5QMzZ8hhJdjzFy5\nlJWVRV5eXvXXBw4cwO1261hRbU2aNGHkyJEoikKrVq3IzMyksLCQ8vJyAPbv31/r0jQjcLlcR9VX\n1+usVd2SYWRIjrWZMUfJsDYzZgiS4++ZMUfJsDYzZgiS4++ZMUfJsDYzZgiS4++ZMUfJsDYzZgja\n5Rgzk0s5OTmsXLkSgK1bt5KVlUViYqLOVdVYsmQJL7zwAgC5ubnk5+dzySWXVNf8/vvvc+aZZ+pZ\n4lEGDBhwVH09evTgm2++oaioiNLSUr788kt69eqlyfYkw8iQHGszY46SYW1mzBAkx98zY46SYW1m\nzBAkx98zY46SYW1mzBAkx98zY46SYW1mzBC0y1FRzXBtVgNNnz6dzZs3oygK9913H507d9a7pGol\nJSXceeedFBUV4fV6GTduHF26dOGee+6hoqKCZs2a8dBDD2G323Wp79tvv2Xq1Kn8+uuv2Gw2mjRp\nwvTp0xk/fvxR9a1YsYIXXngBRVEYM2YMF154oWZ1SIbhkRzrZ/QcJcP6GT1DkBwbwug5Sob1M3qG\nIDk2hNFzlAzrZ/QMQXJsCKPnKBnWz+gZQmRzjKnJJSGEEEIIIYQQQggRXTFzW5wQQgghhBBCCCGE\niD6ZXBJCCCGEEEIIIYQQIZPJJSGEEEIIIYQQQggRMplcEkIIIYQQQgghhBAhk8klIYQQQgghhBBC\nCBEymVwSQgghhBBCCCGEECGTySUhhBBCCCGEEEIIETKZXBJCCCGEEEIIIYQQIft/WDJmAD70eKEA\nAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f62b4623160>"
      ]
     },
     "metadata": {
      "tags": []
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "s = 2190 #index to start from (remember index 2193 only has sells)\n",
    "for i in range(30):\n",
    "  plt.subplot(3,10,i+1) #ax number should start from 1\n",
    "  plt.plot(np.linspace(0, 100, num=len(sells_list[i+s])), sells_list[i+s], 'g', label=\"Sell\")\n",
    "  plt.plot(np.linspace(0, 100, num=len(buys_list[i+s])), buys_list[i+s], 'r', label=\"Buy\")\n",
    "  plt.plot(np.linspace(0, 100, num=len(sells_list[i+s])), [mid_traded[i+s] for _ in range(len(sells_list[i+s]))])\n",
    "  plt.ylabel('Price')\n",
    "  plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "85HFphDkcflA"
   },
   "source": [
    "Above shows buy/sell prices in the span of ~2 hours (20 x 5.5minute each ts). We can see how asks and bids remain reletively the same within this period. Change s variable to check prices starting from other timestamps"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "Or65AXOZ-aHI"
   },
   "source": [
    "___________________________________________________"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "5yuWQcvK-v79"
   },
   "source": [
    "Also make another training set using next mid price, as well as by swapping 'B' with 'S' in the last section"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "kSdvb7ubcwwg"
   },
   "outputs": [],
   "source": [
    "#Takes 1xn orders from one side of the mid price\n",
    "#If not enough orders available, generates prices at the WING of the data (outer side further from the mid)\n",
    "#If mid falls in the middle takes 1xn from smaller values if Asks, and takes 1xn form the larger values if Bid\n",
    "#**** NOTE there are places that diff (see below) can become 0, that's where the two last adjescent prices were equal and therefore the fake prices will be the same\n",
    "def n_one_side_of_mid_to_wing(prix_vol, mid_price, n, order_type):\n",
    "  '''\n",
    "  Appends the mid traded price of each timestamp to its price_vol list, sorts it and returns n number of orders either side of the Mid traded price for \n",
    "  that time stamp. If there was less than n orders either side of the mid trade price, it will generate fake (price, 0 vol) orders form the last seen price. \n",
    "  '''\n",
    "  length_before = len(prix_vol)        #lenght before appending the mid trade price\n",
    "  prix_vol.append((mid_price, 0))      #append (mid trade price, 0 vol) to prix_vol list \n",
    "  length_after = len(prix_vol)         #lenght after appending the mid trade price\n",
    "  prix_vol = sorted(prix_vol)          #sort by price\n",
    "  idx = prix_vol.index((mid_price, 0)) #index of the mid trade price\n",
    "  \n",
    "  #print(prix_vol)\n",
    "  #print(idx, mid_price)\n",
    "  \n",
    "  #mid price smaller than all other prices and we have enough orders to cover n samples [mid, 0.6, 0.7, 0.9, ...]\n",
    "  if idx == 0 and length_before >= n: \n",
    "    ll = [prix_vol[i] for i in range(1, n+1)] #n of the smallest price (index 1) + index 1 to last price\n",
    "\n",
    "  #mid price smaller than all other prices and there isnt enough orders to cover n [mid, 0.6, 0.7, 0.9] \n",
    "  elif idx == 0 and length_before < n: \n",
    "    diff = (prix_vol[-1][0] - prix_vol[-2][0])/2 #diff of the two largest prices at the wing divided by 2. below *i is to get different prices rather than same thing \n",
    "    ll = [prix_vol[i] for i in range(1, len(prix_vol))] + [(prix_vol[-1][0] + diff*i, 0) for i in range(1, n-length_before+1)] \n",
    "       \n",
    "  #mid price larger than all other prices and enough samples to cover n [..., 0.4, 0.44, 0.6, mid]\n",
    "  elif idx == length_after-1 and length_before >= n:\n",
    "    ll = [prix_vol[i] for i in range(-n-1, -1)]\n",
    "  \n",
    "  #mid price larger than all other prices and there isnt enough orders to cover n [0.4, 0.44, 0.6, mid]  \n",
    "  elif idx == length_after-1 and length_before < n: \n",
    "    diff = (prix_vol[1][0] - prix_vol[0][0])/2 #diff of the first two (smallest) prices. below /i to avoid going below zero \n",
    "    ll = [(prix_vol[0][0] - diff/i, 0) for i in range(1, n-length_before+1)] + [prix_vol[i] for i in range(0, len(prix_vol)-1)] \n",
    "  \n",
    "  else: #mid price falls in between other orders\n",
    "    if order_type == 'S': #take the values smaller than mid  \n",
    "      if idx >= n:\n",
    "        ll = [prix_vol[i] for i in range(idx-n, idx)]\n",
    "      else:\n",
    "        diff = (prix_vol[1][0] - prix_vol[0][0])/2\n",
    "        ll = [(prix_vol[0][0] - diff/i, 0) if i < 0 else prix_vol[i] for i in range(idx-n, idx)] \n",
    "    \n",
    "    if order_type == 'B': #take values larger than mid\n",
    "      if length_after-idx > n:\n",
    "        ll = [prix_vol[i] for i in range(idx+1, idx+n+1)]  \n",
    "      else:   \n",
    "        diff = (prix_vol[-1][0] - prix_vol[-2][0])/2\n",
    "        ll = [prix_vol[i] for i in range(idx+1, length_after)] + [(prix_vol[-1][0] + diff*i, 0) for i in range(1, n-(length_after-idx-1)+1)]\n",
    "\n",
    "  return [l_1 for l2 in ll for l_1 in l2] #change the list of (price, vol) tuples to a flat list of [price, vol, price, vol, ...]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "kJ3zTU83-b0-"
   },
   "outputs": [],
   "source": [
    "#testing results ***un-comment the print statements in the function\n",
    "#n_one_side_of_mid_to_wing(price_vol(sells_dict)[0], mid_traded[0], 20, 'B') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "m-HJvpAT5d6C"
   },
   "outputs": [],
   "source": [
    "def all_orders_around_mid(pri_vol_lists, mid_list, n, order_type):\n",
    "  price_vols = [] \n",
    "  for i in range(len(pri_vol_lists)):\n",
    "    price_vols.append(n_one_side_of_mid_to_wing(pri_vol_lists[i], mid_list[i], n, order_type))\n",
    "  return price_vols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "FljcPBrG8lv0"
   },
   "outputs": [],
   "source": [
    "buy_orders = price_vol(buys_dict)\n",
    "\n",
    "buy_orders = all_orders_around_mid(buy_orders, buys_mid_traded, 20, 'B')\n",
    "\n",
    "buy_orders.insert(2193, [0]*40) #adding a list with length 40 to index 2193, to make buys and sells same length"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "Oi-r2pjI7uL3"
   },
   "outputs": [],
   "source": [
    "sell_orders = price_vol(sells_dict)\n",
    "\n",
    "sell_orders = all_orders_around_mid(sell_orders, mid_traded, 20, 'S')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 93
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 740,
     "status": "ok",
     "timestamp": 1543337473586,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": 0
    },
    "id": "LPK-CLlmuODv",
    "outputId": "3ebf03f9-1262-4e39-c4d7-2710c64ab43c"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.063093, 0.523, 0.063096, 0.465, 0.063097, 0.194, 0.063099, 0.557, 0.0631, 34.85, 0.063101, 0.469, 0.063105, 12.416, 0.063111, 3.691, 0.063113, 0.6759999999999999, 0.06311900000000001, 2.445, 0.063126, 0.185, 0.06312999999999999, 0.478, 0.06313099999999999, 2.149, 0.063136, 0.374, 0.063139, 0.2, 0.06314, 0.4, 0.06314600000000001, 0.775, 0.063149, 0.544, 0.06315, 2.266, 0.063153, 1.146]\n",
      "0.0631865\n",
      "[0.063225, 0.238, 0.063226, 0.017, 0.06322699999999999, 1.0, 0.06322799999999999, 0.856, 0.063237, 1.0, 0.063238, 0.032, 0.063253, 1.243, 0.06325499999999999, 15.41, 0.063263, 0.026, 0.06326799999999999, 2.58, 0.063274, 0.192, 0.06328500000000001, 16.329, 0.063287, 112.495, 0.063288, 90.515, 0.063289, 0.623, 0.06329, 237.505, 0.063292, 0.123, 0.063295, 0.046, 0.063299, 1.499, 0.0633, 0.017]\n"
     ]
    }
   ],
   "source": [
    "#checking a few results\n",
    "print(buy_orders[1001])\n",
    "print(mid_traded[1001])\n",
    "print(sell_orders[1001])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "y2-zR3CcukIs"
   },
   "outputs": [],
   "source": [
    "#extending each inner list in the buys with that of sells  \n",
    "for i in range(len(buy_orders)):\n",
    "  buy_orders[i].extend(sell_orders[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 59
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 402,
     "status": "ok",
     "timestamp": 1540314947869,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "jdtbPoUguj-z",
    "outputId": "81c198d6-413a-4026-d30c-160a1ca68593"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.063093, 0.523, 0.063096, 0.465, 0.063097, 0.194, 0.063099, 0.557, 0.0631, 34.85, 0.063101, 0.469, 0.063105, 12.416, 0.063111, 3.691, 0.063113, 0.6759999999999999, 0.06311900000000001, 2.445, 0.063126, 0.185, 0.06312999999999999, 0.478, 0.06313099999999999, 2.149, 0.063136, 0.374, 0.063139, 0.2, 0.06314, 0.4, 0.06314600000000001, 0.775, 0.063149, 0.544, 0.06315, 2.266, 0.063153, 1.146, 0.063225, 0.238, 0.063226, 0.017, 0.06322699999999999, 1.0, 0.06322799999999999, 0.856, 0.063237, 1.0, 0.063238, 0.032, 0.063253, 1.243, 0.06325499999999999, 15.41, 0.063263, 0.026, 0.06326799999999999, 2.58, 0.063274, 0.192, 0.06328500000000001, 16.329, 0.063287, 112.495, 0.063288, 90.515, 0.063289, 0.623, 0.06329, 237.505, 0.063292, 0.123, 0.063295, 0.046, 0.063299, 1.499, 0.0633, 0.017]\n"
     ]
    }
   ],
   "source": [
    "#checking the result\n",
    "print(buy_orders[1001])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 649,
     "status": "ok",
     "timestamp": 1540386890593,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "2i4DOwBa7qs5",
    "outputId": "1c3c4096-3e2f-4a36-87ae-1759ee0d303d"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1524764544.0"
      ]
     },
     "execution_count": 17,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts.pop(9514) #deleting last time_stamp with nan values "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "djY1QvmD9iRX"
   },
   "outputs": [],
   "source": [
    "#creating column names for the new dataframe\n",
    "cols = [[\"B_P\"+str(i+1)]+[\"B_V\"+str(i+1)] for i in range(20)] + [[\"S_P\"+str(i+1)]+[\"S_V\"+str(i+1)] for i in range(20)]\n",
    "columns = [c for cc in cols for c in cc]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1989
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 1240,
     "status": "ok",
     "timestamp": 1540386924932,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "6YfnY2ZE7RnY",
    "outputId": "4abe7a8b-6eb2-4ea8-bc02-552a4c2a05d3"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>B_P1</th>\n",
       "      <th>B_V1</th>\n",
       "      <th>B_P2</th>\n",
       "      <th>B_V2</th>\n",
       "      <th>B_P3</th>\n",
       "      <th>B_V3</th>\n",
       "      <th>B_P4</th>\n",
       "      <th>B_V4</th>\n",
       "      <th>B_P5</th>\n",
       "      <th>B_V5</th>\n",
       "      <th>B_P6</th>\n",
       "      <th>B_V6</th>\n",
       "      <th>B_P7</th>\n",
       "      <th>B_V7</th>\n",
       "      <th>B_P8</th>\n",
       "      <th>B_V8</th>\n",
       "      <th>B_P9</th>\n",
       "      <th>B_V9</th>\n",
       "      <th>B_P10</th>\n",
       "      <th>B_V10</th>\n",
       "      <th>B_P11</th>\n",
       "      <th>B_V11</th>\n",
       "      <th>B_P12</th>\n",
       "      <th>B_V12</th>\n",
       "      <th>B_P13</th>\n",
       "      <th>B_V13</th>\n",
       "      <th>B_P14</th>\n",
       "      <th>B_V14</th>\n",
       "      <th>B_P15</th>\n",
       "      <th>B_V15</th>\n",
       "      <th>B_P16</th>\n",
       "      <th>B_V16</th>\n",
       "      <th>B_P17</th>\n",
       "      <th>B_V17</th>\n",
       "      <th>B_P18</th>\n",
       "      <th>B_V18</th>\n",
       "      <th>B_P19</th>\n",
       "      <th>B_V19</th>\n",
       "      <th>B_P20</th>\n",
       "      <th>B_V20</th>\n",
       "      <th>S_P1</th>\n",
       "      <th>S_V1</th>\n",
       "      <th>S_P2</th>\n",
       "      <th>S_V2</th>\n",
       "      <th>S_P3</th>\n",
       "      <th>S_V3</th>\n",
       "      <th>S_P4</th>\n",
       "      <th>S_V4</th>\n",
       "      <th>S_P5</th>\n",
       "      <th>S_V5</th>\n",
       "      <th>S_P6</th>\n",
       "      <th>S_V6</th>\n",
       "      <th>S_P7</th>\n",
       "      <th>S_V7</th>\n",
       "      <th>S_P8</th>\n",
       "      <th>S_V8</th>\n",
       "      <th>S_P9</th>\n",
       "      <th>S_V9</th>\n",
       "      <th>S_P10</th>\n",
       "      <th>S_V10</th>\n",
       "      <th>S_P11</th>\n",
       "      <th>S_V11</th>\n",
       "      <th>S_P12</th>\n",
       "      <th>S_V12</th>\n",
       "      <th>S_P13</th>\n",
       "      <th>S_V13</th>\n",
       "      <th>S_P14</th>\n",
       "      <th>S_V14</th>\n",
       "      <th>S_P15</th>\n",
       "      <th>S_V15</th>\n",
       "      <th>S_P16</th>\n",
       "      <th>S_V16</th>\n",
       "      <th>S_P17</th>\n",
       "      <th>S_V17</th>\n",
       "      <th>S_P18</th>\n",
       "      <th>S_V18</th>\n",
       "      <th>S_P19</th>\n",
       "      <th>S_V19</th>\n",
       "      <th>S_P20</th>\n",
       "      <th>S_V20</th>\n",
       "      <th>Mid</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1.521332e+09</th>\n",
       "      <td>0.069306</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069309</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069313</td>\n",
       "      <td>0.367</td>\n",
       "      <td>0.069314</td>\n",
       "      <td>4.328</td>\n",
       "      <td>0.069316</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069319</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.069337</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.069343</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.069360</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.069363</td>\n",
       "      <td>0.109</td>\n",
       "      <td>0.069373</td>\n",
       "      <td>20.000</td>\n",
       "      <td>0.069374</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.069376</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.069378</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.069400</td>\n",
       "      <td>1.219</td>\n",
       "      <td>0.069404</td>\n",
       "      <td>0.269</td>\n",
       "      <td>0.069406</td>\n",
       "      <td>0.084</td>\n",
       "      <td>0.069416</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.069429</td>\n",
       "      <td>0.327</td>\n",
       "      <td>0.069430</td>\n",
       "      <td>0.864</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>1.724</td>\n",
       "      <td>0.069557</td>\n",
       "      <td>0.283</td>\n",
       "      <td>0.069558</td>\n",
       "      <td>4.166</td>\n",
       "      <td>0.069559</td>\n",
       "      <td>0.870</td>\n",
       "      <td>0.069560</td>\n",
       "      <td>23.200</td>\n",
       "      <td>0.069568</td>\n",
       "      <td>0.372</td>\n",
       "      <td>0.069569</td>\n",
       "      <td>1.248</td>\n",
       "      <td>0.069578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.069009</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069010</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.069011</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.069012</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.069016</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.069030</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.069039</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.069042</td>\n",
       "      <td>0.539</td>\n",
       "      <td>0.069050</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.069054</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069065</td>\n",
       "      <td>0.179</td>\n",
       "      <td>0.069076</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.069082</td>\n",
       "      <td>0.184</td>\n",
       "      <td>0.069095</td>\n",
       "      <td>0.261</td>\n",
       "      <td>0.069099</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.069100</td>\n",
       "      <td>5.115</td>\n",
       "      <td>0.069105</td>\n",
       "      <td>3.040</td>\n",
       "      <td>0.069106</td>\n",
       "      <td>3.441</td>\n",
       "      <td>0.069160</td>\n",
       "      <td>0.471</td>\n",
       "      <td>0.069161</td>\n",
       "      <td>0.328</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069216</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069217</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069217</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069217</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069218</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069219</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069221</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069226</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069215</td>\n",
       "      <td>1.451</td>\n",
       "      <td>0.069237</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.069238</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069241</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.069244</td>\n",
       "      <td>1.933</td>\n",
       "      <td>0.069247</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.069250</td>\n",
       "      <td>19.809</td>\n",
       "      <td>0.069264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.068680</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>1.001</td>\n",
       "      <td>0.068694</td>\n",
       "      <td>0.475</td>\n",
       "      <td>0.068695</td>\n",
       "      <td>2.238</td>\n",
       "      <td>0.068700</td>\n",
       "      <td>0.111</td>\n",
       "      <td>0.068708</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068710</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068715</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068733</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068739</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.068740</td>\n",
       "      <td>1.149</td>\n",
       "      <td>0.068741</td>\n",
       "      <td>0.410</td>\n",
       "      <td>0.068743</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.068749</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.404</td>\n",
       "      <td>0.068751</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.068778</td>\n",
       "      <td>5.188</td>\n",
       "      <td>0.068779</td>\n",
       "      <td>2.916</td>\n",
       "      <td>0.068780</td>\n",
       "      <td>0.676</td>\n",
       "      <td>0.068781</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068874</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>1.528</td>\n",
       "      <td>0.068874</td>\n",
       "      <td>1.332</td>\n",
       "      <td>0.068875</td>\n",
       "      <td>1.362</td>\n",
       "      <td>0.068879</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.068896</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.068899</td>\n",
       "      <td>5.695</td>\n",
       "      <td>0.068901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.068332</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.068340</td>\n",
       "      <td>1.317</td>\n",
       "      <td>0.068341</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068350</td>\n",
       "      <td>4.000</td>\n",
       "      <td>0.068358</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068359</td>\n",
       "      <td>0.365</td>\n",
       "      <td>0.068368</td>\n",
       "      <td>1.034</td>\n",
       "      <td>0.068371</td>\n",
       "      <td>0.261</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.068390</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068400</td>\n",
       "      <td>0.897</td>\n",
       "      <td>0.068409</td>\n",
       "      <td>0.705</td>\n",
       "      <td>0.068411</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068413</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.068424</td>\n",
       "      <td>0.984</td>\n",
       "      <td>0.068452</td>\n",
       "      <td>0.808</td>\n",
       "      <td>0.068465</td>\n",
       "      <td>25.135</td>\n",
       "      <td>0.068467</td>\n",
       "      <td>0.897</td>\n",
       "      <td>0.068470</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.068473</td>\n",
       "      <td>0.523</td>\n",
       "      <td>0.068547</td>\n",
       "      <td>0.481</td>\n",
       "      <td>0.068548</td>\n",
       "      <td>3.345</td>\n",
       "      <td>0.068550</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068560</td>\n",
       "      <td>0.527</td>\n",
       "      <td>0.068592</td>\n",
       "      <td>0.758</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>0.889</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>0.841</td>\n",
       "      <td>0.068603</td>\n",
       "      <td>0.759</td>\n",
       "      <td>0.068606</td>\n",
       "      <td>2.014</td>\n",
       "      <td>0.068620</td>\n",
       "      <td>2.460</td>\n",
       "      <td>0.068642</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068644</td>\n",
       "      <td>5.200</td>\n",
       "      <td>0.068649</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068663</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068664</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.068670</td>\n",
       "      <td>0.684</td>\n",
       "      <td>0.068673</td>\n",
       "      <td>0.635</td>\n",
       "      <td>0.068678</td>\n",
       "      <td>5.586</td>\n",
       "      <td>0.068679</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068680</td>\n",
       "      <td>2.021</td>\n",
       "      <td>0.068488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068062</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068064</td>\n",
       "      <td>0.819</td>\n",
       "      <td>0.068067</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068069</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068070</td>\n",
       "      <td>0.707</td>\n",
       "      <td>0.068071</td>\n",
       "      <td>1.049</td>\n",
       "      <td>0.068074</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068075</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068090</td>\n",
       "      <td>0.533</td>\n",
       "      <td>0.068095</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068096</td>\n",
       "      <td>0.293</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>1.191</td>\n",
       "      <td>0.068105</td>\n",
       "      <td>0.673</td>\n",
       "      <td>0.068110</td>\n",
       "      <td>1.182</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068118</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068140</td>\n",
       "      <td>2.142</td>\n",
       "      <td>0.068148</td>\n",
       "      <td>0.507</td>\n",
       "      <td>0.068155</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068234</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>4.103</td>\n",
       "      <td>0.068234</td>\n",
       "      <td>1.311</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.068245</td>\n",
       "      <td>0.939</td>\n",
       "      <td>0.068260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068187</td>\n",
       "      <td>1.937</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.068202</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.068211</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.068230</td>\n",
       "      <td>2.965</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>0.434</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>3.322</td>\n",
       "      <td>0.068234</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068235</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068235</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068237</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068237</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068238</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068238</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068239</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068239</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068240</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068240</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068296</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068305</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.068334</td>\n",
       "      <td>6.295</td>\n",
       "      <td>0.068335</td>\n",
       "      <td>0.269</td>\n",
       "      <td>0.068346</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.068353</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.068357</td>\n",
       "      <td>0.230</td>\n",
       "      <td>0.068362</td>\n",
       "      <td>0.160</td>\n",
       "      <td>0.068363</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068366</td>\n",
       "      <td>0.701</td>\n",
       "      <td>0.068373</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068379</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068383</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068387</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068393</td>\n",
       "      <td>0.062</td>\n",
       "      <td>0.068396</td>\n",
       "      <td>1.166</td>\n",
       "      <td>0.068408</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068418</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068419</td>\n",
       "      <td>2.567</td>\n",
       "      <td>0.068425</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068080</td>\n",
       "      <td>0.388</td>\n",
       "      <td>0.068085</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.068086</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068087</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068092</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.068104</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068114</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068129</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068132</td>\n",
       "      <td>2.847</td>\n",
       "      <td>0.068133</td>\n",
       "      <td>0.582</td>\n",
       "      <td>0.068136</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068146</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.068174</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068177</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068178</td>\n",
       "      <td>16.982</td>\n",
       "      <td>0.068198</td>\n",
       "      <td>4.653</td>\n",
       "      <td>0.068199</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068202</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>68.448</td>\n",
       "      <td>0.068204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521335e+09</th>\n",
       "      <td>0.068083</td>\n",
       "      <td>5.085</td>\n",
       "      <td>0.068091</td>\n",
       "      <td>0.399</td>\n",
       "      <td>0.068092</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068093</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.434</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.540</td>\n",
       "      <td>0.068116</td>\n",
       "      <td>2.055</td>\n",
       "      <td>0.068120</td>\n",
       "      <td>0.023</td>\n",
       "      <td>0.068129</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068138</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068140</td>\n",
       "      <td>19.020</td>\n",
       "      <td>0.068145</td>\n",
       "      <td>1.956</td>\n",
       "      <td>0.068150</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.068164</td>\n",
       "      <td>0.076</td>\n",
       "      <td>0.068170</td>\n",
       "      <td>5.835</td>\n",
       "      <td>0.068171</td>\n",
       "      <td>0.553</td>\n",
       "      <td>0.068172</td>\n",
       "      <td>0.267</td>\n",
       "      <td>0.068175</td>\n",
       "      <td>0.382</td>\n",
       "      <td>0.068210</td>\n",
       "      <td>9.464</td>\n",
       "      <td>0.068248</td>\n",
       "      <td>0.226</td>\n",
       "      <td>0.068249</td>\n",
       "      <td>10.408</td>\n",
       "      <td>0.068250</td>\n",
       "      <td>55.872</td>\n",
       "      <td>0.068268</td>\n",
       "      <td>0.008</td>\n",
       "      <td>0.068270</td>\n",
       "      <td>39.190</td>\n",
       "      <td>0.068289</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068298</td>\n",
       "      <td>0.152</td>\n",
       "      <td>0.068307</td>\n",
       "      <td>0.650</td>\n",
       "      <td>0.068309</td>\n",
       "      <td>3.515</td>\n",
       "      <td>0.068314</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.068322</td>\n",
       "      <td>0.675</td>\n",
       "      <td>0.068329</td>\n",
       "      <td>1.162</td>\n",
       "      <td>0.068333</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068336</td>\n",
       "      <td>5.115</td>\n",
       "      <td>0.068337</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068344</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068348</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.068358</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068360</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068364</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521335e+09</th>\n",
       "      <td>0.068690</td>\n",
       "      <td>1.033</td>\n",
       "      <td>0.068691</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068692</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068692</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068693</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068693</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068694</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068694</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068695</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068695</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068696</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068696</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068697</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068697</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068698</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068698</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068699</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068699</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068700</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068700</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068749</td>\n",
       "      <td>7.681</td>\n",
       "      <td>0.068770</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.068777</td>\n",
       "      <td>3.608</td>\n",
       "      <td>0.068800</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068804</td>\n",
       "      <td>0.034</td>\n",
       "      <td>0.068808</td>\n",
       "      <td>0.762</td>\n",
       "      <td>0.068809</td>\n",
       "      <td>0.209</td>\n",
       "      <td>0.068810</td>\n",
       "      <td>0.073</td>\n",
       "      <td>0.068838</td>\n",
       "      <td>0.252</td>\n",
       "      <td>0.068844</td>\n",
       "      <td>0.610</td>\n",
       "      <td>0.068860</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068877</td>\n",
       "      <td>0.746</td>\n",
       "      <td>0.068888</td>\n",
       "      <td>0.248</td>\n",
       "      <td>0.068894</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068895</td>\n",
       "      <td>0.709</td>\n",
       "      <td>0.068896</td>\n",
       "      <td>71.589</td>\n",
       "      <td>0.068897</td>\n",
       "      <td>1.641</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068912</td>\n",
       "      <td>2.459</td>\n",
       "      <td>0.068913</td>\n",
       "      <td>1.531</td>\n",
       "      <td>0.068690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068606</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068607</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068610</td>\n",
       "      <td>2.133</td>\n",
       "      <td>0.068614</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068624</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068628</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068629</td>\n",
       "      <td>16.329</td>\n",
       "      <td>0.068641</td>\n",
       "      <td>3.160</td>\n",
       "      <td>0.068665</td>\n",
       "      <td>1.919</td>\n",
       "      <td>0.068679</td>\n",
       "      <td>0.833</td>\n",
       "      <td>0.068681</td>\n",
       "      <td>6.005</td>\n",
       "      <td>0.068683</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068684</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068686</td>\n",
       "      <td>1.827</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068704</td>\n",
       "      <td>12.038</td>\n",
       "      <td>0.068705</td>\n",
       "      <td>0.567</td>\n",
       "      <td>0.068710</td>\n",
       "      <td>18.740</td>\n",
       "      <td>0.068711</td>\n",
       "      <td>6.828</td>\n",
       "      <td>0.068712</td>\n",
       "      <td>2.439</td>\n",
       "      <td>0.068794</td>\n",
       "      <td>7.096</td>\n",
       "      <td>0.068795</td>\n",
       "      <td>0.336</td>\n",
       "      <td>0.068801</td>\n",
       "      <td>1.312</td>\n",
       "      <td>0.068864</td>\n",
       "      <td>0.086</td>\n",
       "      <td>0.068865</td>\n",
       "      <td>0.711</td>\n",
       "      <td>0.068867</td>\n",
       "      <td>2.178</td>\n",
       "      <td>0.068868</td>\n",
       "      <td>0.764</td>\n",
       "      <td>0.068869</td>\n",
       "      <td>0.572</td>\n",
       "      <td>0.068871</td>\n",
       "      <td>0.391</td>\n",
       "      <td>0.068875</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.068878</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.068881</td>\n",
       "      <td>1.341</td>\n",
       "      <td>0.068888</td>\n",
       "      <td>0.645</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>3.454</td>\n",
       "      <td>0.068906</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068933</td>\n",
       "      <td>0.451</td>\n",
       "      <td>0.068937</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068959</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068962</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.068786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068480</td>\n",
       "      <td>1.351</td>\n",
       "      <td>0.068482</td>\n",
       "      <td>0.433</td>\n",
       "      <td>0.068487</td>\n",
       "      <td>0.143</td>\n",
       "      <td>0.068492</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.068499</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068500</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068503</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.068512</td>\n",
       "      <td>0.915</td>\n",
       "      <td>0.068513</td>\n",
       "      <td>0.960</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068521</td>\n",
       "      <td>9.500</td>\n",
       "      <td>0.068522</td>\n",
       "      <td>6.000</td>\n",
       "      <td>0.068530</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.068542</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.068554</td>\n",
       "      <td>1.265</td>\n",
       "      <td>0.068560</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.068561</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068570</td>\n",
       "      <td>60.466</td>\n",
       "      <td>0.068571</td>\n",
       "      <td>29.886</td>\n",
       "      <td>0.068573</td>\n",
       "      <td>0.551</td>\n",
       "      <td>0.068647</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068648</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068649</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068650</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068652</td>\n",
       "      <td>2.060</td>\n",
       "      <td>0.068655</td>\n",
       "      <td>0.345</td>\n",
       "      <td>0.068657</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068660</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.068667</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068674</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>5.684</td>\n",
       "      <td>0.068701</td>\n",
       "      <td>0.542</td>\n",
       "      <td>0.068706</td>\n",
       "      <td>0.298</td>\n",
       "      <td>0.068707</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068710</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068713</td>\n",
       "      <td>0.765</td>\n",
       "      <td>0.068714</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.068717</td>\n",
       "      <td>0.547</td>\n",
       "      <td>0.068736</td>\n",
       "      <td>5.037</td>\n",
       "      <td>0.068740</td>\n",
       "      <td>22.823</td>\n",
       "      <td>0.068636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068841</td>\n",
       "      <td>1.533</td>\n",
       "      <td>0.068844</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068846</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068847</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068849</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068850</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068852</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068853</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068855</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068856</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068858</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068859</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068861</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068862</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068864</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068865</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068867</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068868</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068870</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068871</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068897</td>\n",
       "      <td>0.464</td>\n",
       "      <td>0.068902</td>\n",
       "      <td>0.399</td>\n",
       "      <td>0.068910</td>\n",
       "      <td>1.301</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>0.111</td>\n",
       "      <td>0.068940</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.068960</td>\n",
       "      <td>0.809</td>\n",
       "      <td>0.068962</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.068964</td>\n",
       "      <td>1.086</td>\n",
       "      <td>0.068965</td>\n",
       "      <td>2.172</td>\n",
       "      <td>0.068986</td>\n",
       "      <td>0.766</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068991</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068994</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.068999</td>\n",
       "      <td>0.705</td>\n",
       "      <td>0.069009</td>\n",
       "      <td>0.840</td>\n",
       "      <td>0.069015</td>\n",
       "      <td>1.163</td>\n",
       "      <td>0.069026</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069030</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069031</td>\n",
       "      <td>1.331</td>\n",
       "      <td>0.068816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068833</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068842</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068847</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068849</td>\n",
       "      <td>0.038</td>\n",
       "      <td>0.068851</td>\n",
       "      <td>1.571</td>\n",
       "      <td>0.068862</td>\n",
       "      <td>86.192</td>\n",
       "      <td>0.068863</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068864</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.068865</td>\n",
       "      <td>0.577</td>\n",
       "      <td>0.068866</td>\n",
       "      <td>9.084</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068883</td>\n",
       "      <td>20.000</td>\n",
       "      <td>0.068890</td>\n",
       "      <td>1.340</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>1.052</td>\n",
       "      <td>0.068901</td>\n",
       "      <td>0.620</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>31.319</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>29.111</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>10.935</td>\n",
       "      <td>0.068951</td>\n",
       "      <td>1.684</td>\n",
       "      <td>0.068958</td>\n",
       "      <td>0.010</td>\n",
       "      <td>0.069033</td>\n",
       "      <td>0.386</td>\n",
       "      <td>0.069034</td>\n",
       "      <td>1.252</td>\n",
       "      <td>0.069035</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.069041</td>\n",
       "      <td>0.199</td>\n",
       "      <td>0.069042</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069043</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.069044</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069054</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069071</td>\n",
       "      <td>0.150</td>\n",
       "      <td>0.069076</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.069080</td>\n",
       "      <td>0.783</td>\n",
       "      <td>0.069088</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069090</td>\n",
       "      <td>3.337</td>\n",
       "      <td>0.069097</td>\n",
       "      <td>0.766</td>\n",
       "      <td>0.069100</td>\n",
       "      <td>5.610</td>\n",
       "      <td>0.069104</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069107</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.069116</td>\n",
       "      <td>1.219</td>\n",
       "      <td>0.069117</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069123</td>\n",
       "      <td>0.518</td>\n",
       "      <td>0.069010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068792</td>\n",
       "      <td>0.391</td>\n",
       "      <td>0.068793</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.068794</td>\n",
       "      <td>0.426</td>\n",
       "      <td>0.068797</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068799</td>\n",
       "      <td>1.635</td>\n",
       "      <td>0.068800</td>\n",
       "      <td>0.088</td>\n",
       "      <td>0.068801</td>\n",
       "      <td>0.668</td>\n",
       "      <td>0.068802</td>\n",
       "      <td>1.370</td>\n",
       "      <td>0.068806</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.068814</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068825</td>\n",
       "      <td>1.624</td>\n",
       "      <td>0.068828</td>\n",
       "      <td>1.556</td>\n",
       "      <td>0.068832</td>\n",
       "      <td>0.213</td>\n",
       "      <td>0.068838</td>\n",
       "      <td>6.500</td>\n",
       "      <td>0.068839</td>\n",
       "      <td>1.688</td>\n",
       "      <td>0.068841</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068847</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.068849</td>\n",
       "      <td>0.038</td>\n",
       "      <td>0.068860</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068862</td>\n",
       "      <td>20.481</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>2.926</td>\n",
       "      <td>0.068923</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068930</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>320.717</td>\n",
       "      <td>0.068960</td>\n",
       "      <td>13.888</td>\n",
       "      <td>0.068975</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068989</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069004</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069018</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069033</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069047</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069062</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069076</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069091</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069105</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069120</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069134</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069149</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069163</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069178</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069192</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069207</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>3.236</td>\n",
       "      <td>0.068991</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069000</td>\n",
       "      <td>10.388</td>\n",
       "      <td>0.069001</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.069003</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.069012</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069021</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.069026</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069032</td>\n",
       "      <td>1.618</td>\n",
       "      <td>0.069036</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069037</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.069040</td>\n",
       "      <td>0.151</td>\n",
       "      <td>0.069042</td>\n",
       "      <td>0.613</td>\n",
       "      <td>0.069047</td>\n",
       "      <td>2.180</td>\n",
       "      <td>0.069050</td>\n",
       "      <td>0.523</td>\n",
       "      <td>0.069052</td>\n",
       "      <td>6.500</td>\n",
       "      <td>0.069054</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069090</td>\n",
       "      <td>3.337</td>\n",
       "      <td>0.069099</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069100</td>\n",
       "      <td>5.610</td>\n",
       "      <td>0.068922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068822</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.068823</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068831</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.068832</td>\n",
       "      <td>0.213</td>\n",
       "      <td>0.068835</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.068836</td>\n",
       "      <td>1.054</td>\n",
       "      <td>0.068838</td>\n",
       "      <td>6.500</td>\n",
       "      <td>0.068842</td>\n",
       "      <td>1.672</td>\n",
       "      <td>0.068843</td>\n",
       "      <td>0.589</td>\n",
       "      <td>0.068844</td>\n",
       "      <td>0.565</td>\n",
       "      <td>0.068845</td>\n",
       "      <td>0.458</td>\n",
       "      <td>0.068847</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068849</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068858</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.068862</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.068871</td>\n",
       "      <td>1.592</td>\n",
       "      <td>0.068903</td>\n",
       "      <td>18.304</td>\n",
       "      <td>0.068904</td>\n",
       "      <td>1.683</td>\n",
       "      <td>0.068930</td>\n",
       "      <td>0.727</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>203.752</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068999</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.653</td>\n",
       "      <td>0.069001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068890</td>\n",
       "      <td>56.132</td>\n",
       "      <td>0.068893</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068896</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068899</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068902</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068905</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068908</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068911</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068914</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068917</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068920</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068923</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068926</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068929</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068932</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068938</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068941</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068944</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068947</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068891</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.068893</td>\n",
       "      <td>2.419</td>\n",
       "      <td>0.068894</td>\n",
       "      <td>0.566</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>3.572</td>\n",
       "      <td>0.068907</td>\n",
       "      <td>0.428</td>\n",
       "      <td>0.068909</td>\n",
       "      <td>2.217</td>\n",
       "      <td>0.068911</td>\n",
       "      <td>4.011</td>\n",
       "      <td>0.068918</td>\n",
       "      <td>3.400</td>\n",
       "      <td>0.068920</td>\n",
       "      <td>21.724</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068942</td>\n",
       "      <td>0.479</td>\n",
       "      <td>0.068949</td>\n",
       "      <td>0.569</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>23.978</td>\n",
       "      <td>0.068963</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069007</td>\n",
       "      <td>13.578</td>\n",
       "      <td>0.069011</td>\n",
       "      <td>0.819</td>\n",
       "      <td>0.069020</td>\n",
       "      <td>0.646</td>\n",
       "      <td>0.069021</td>\n",
       "      <td>0.195</td>\n",
       "      <td>0.069025</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068375</td>\n",
       "      <td>0.358</td>\n",
       "      <td>0.068384</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068390</td>\n",
       "      <td>4.733</td>\n",
       "      <td>0.068400</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068405</td>\n",
       "      <td>0.392</td>\n",
       "      <td>0.068407</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.068410</td>\n",
       "      <td>0.360</td>\n",
       "      <td>0.068427</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068433</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.068443</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.068448</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068451</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.068454</td>\n",
       "      <td>0.551</td>\n",
       "      <td>0.068455</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.068471</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.068486</td>\n",
       "      <td>0.917</td>\n",
       "      <td>0.068507</td>\n",
       "      <td>0.675</td>\n",
       "      <td>0.068513</td>\n",
       "      <td>0.376</td>\n",
       "      <td>0.068514</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.068515</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068592</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068593</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068596</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>1.168</td>\n",
       "      <td>0.068618</td>\n",
       "      <td>3.355</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521339e+09</th>\n",
       "      <td>0.068472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068488</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068503</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068519</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068535</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068551</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068566</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068582</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068598</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068614</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068629</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068645</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068661</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068677</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068692</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068708</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068724</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068740</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068755</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068771</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068507</td>\n",
       "      <td>10.074</td>\n",
       "      <td>0.068531</td>\n",
       "      <td>0.677</td>\n",
       "      <td>0.068541</td>\n",
       "      <td>0.672</td>\n",
       "      <td>0.068545</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.068576</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068579</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.068583</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.068585</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068586</td>\n",
       "      <td>2.253</td>\n",
       "      <td>0.068587</td>\n",
       "      <td>7.171</td>\n",
       "      <td>0.068588</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068589</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068596</td>\n",
       "      <td>1.395</td>\n",
       "      <td>0.068599</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068600</td>\n",
       "      <td>25.965</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.068611</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068613</td>\n",
       "      <td>0.406</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068626</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521339e+09</th>\n",
       "      <td>0.068188</td>\n",
       "      <td>0.695</td>\n",
       "      <td>0.068195</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068198</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>3.126</td>\n",
       "      <td>0.068204</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068218</td>\n",
       "      <td>0.437</td>\n",
       "      <td>0.068219</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068223</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>0.737</td>\n",
       "      <td>0.068242</td>\n",
       "      <td>0.590</td>\n",
       "      <td>0.068244</td>\n",
       "      <td>0.659</td>\n",
       "      <td>0.068246</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.068251</td>\n",
       "      <td>1.510</td>\n",
       "      <td>0.068261</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.068272</td>\n",
       "      <td>13.616</td>\n",
       "      <td>0.068280</td>\n",
       "      <td>14.171</td>\n",
       "      <td>0.068281</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.068301</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068304</td>\n",
       "      <td>13.721</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>1.495</td>\n",
       "      <td>0.068379</td>\n",
       "      <td>0.377</td>\n",
       "      <td>0.068380</td>\n",
       "      <td>2.281</td>\n",
       "      <td>0.068381</td>\n",
       "      <td>0.944</td>\n",
       "      <td>0.068382</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068386</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.068387</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068388</td>\n",
       "      <td>0.168</td>\n",
       "      <td>0.068393</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068396</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068397</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068398</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.068399</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068400</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.068412</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068413</td>\n",
       "      <td>0.063</td>\n",
       "      <td>0.068414</td>\n",
       "      <td>0.582</td>\n",
       "      <td>0.068415</td>\n",
       "      <td>10.174</td>\n",
       "      <td>0.068418</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068419</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.068251</td>\n",
       "      <td>0.578</td>\n",
       "      <td>0.068252</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068256</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068264</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068273</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068279</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.068280</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.068281</td>\n",
       "      <td>0.468</td>\n",
       "      <td>0.068283</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.068284</td>\n",
       "      <td>1.063</td>\n",
       "      <td>0.068299</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>100.168</td>\n",
       "      <td>0.068301</td>\n",
       "      <td>0.268</td>\n",
       "      <td>0.068321</td>\n",
       "      <td>1.665</td>\n",
       "      <td>0.068324</td>\n",
       "      <td>8.183</td>\n",
       "      <td>0.068325</td>\n",
       "      <td>0.188</td>\n",
       "      <td>0.068329</td>\n",
       "      <td>0.633</td>\n",
       "      <td>0.068339</td>\n",
       "      <td>0.854</td>\n",
       "      <td>0.068340</td>\n",
       "      <td>4.919</td>\n",
       "      <td>0.068341</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068413</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068417</td>\n",
       "      <td>0.463</td>\n",
       "      <td>0.068422</td>\n",
       "      <td>0.106</td>\n",
       "      <td>0.068427</td>\n",
       "      <td>13.562</td>\n",
       "      <td>0.068448</td>\n",
       "      <td>0.498</td>\n",
       "      <td>0.068468</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068469</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068470</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068472</td>\n",
       "      <td>1.211</td>\n",
       "      <td>0.068480</td>\n",
       "      <td>1.152</td>\n",
       "      <td>0.068481</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068483</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.068485</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.068493</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068495</td>\n",
       "      <td>3.583</td>\n",
       "      <td>0.068500</td>\n",
       "      <td>26.550</td>\n",
       "      <td>0.068526</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068527</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.068537</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068545</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.068006</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.068010</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068018</td>\n",
       "      <td>1.038</td>\n",
       "      <td>0.068019</td>\n",
       "      <td>4.015</td>\n",
       "      <td>0.068030</td>\n",
       "      <td>19.190</td>\n",
       "      <td>0.068041</td>\n",
       "      <td>1.595</td>\n",
       "      <td>0.068043</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.068053</td>\n",
       "      <td>0.023</td>\n",
       "      <td>0.068059</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068061</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068064</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068079</td>\n",
       "      <td>3.274</td>\n",
       "      <td>0.068080</td>\n",
       "      <td>0.981</td>\n",
       "      <td>0.068084</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068098</td>\n",
       "      <td>0.263</td>\n",
       "      <td>0.068110</td>\n",
       "      <td>0.219</td>\n",
       "      <td>0.068111</td>\n",
       "      <td>2.422</td>\n",
       "      <td>0.068112</td>\n",
       "      <td>3.790</td>\n",
       "      <td>0.068113</td>\n",
       "      <td>1.691</td>\n",
       "      <td>0.068114</td>\n",
       "      <td>1.468</td>\n",
       "      <td>0.068204</td>\n",
       "      <td>6.854</td>\n",
       "      <td>0.068205</td>\n",
       "      <td>6.288</td>\n",
       "      <td>0.068206</td>\n",
       "      <td>0.572</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>11.826</td>\n",
       "      <td>0.068259</td>\n",
       "      <td>0.579</td>\n",
       "      <td>0.068266</td>\n",
       "      <td>1.106</td>\n",
       "      <td>0.068267</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068269</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068270</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068274</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068285</td>\n",
       "      <td>0.533</td>\n",
       "      <td>0.068286</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.068294</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.068295</td>\n",
       "      <td>2.711</td>\n",
       "      <td>0.068296</td>\n",
       "      <td>4.331</td>\n",
       "      <td>0.068297</td>\n",
       "      <td>0.202</td>\n",
       "      <td>0.068298</td>\n",
       "      <td>0.466</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>0.158</td>\n",
       "      <td>0.068301</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.068309</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.067929</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.067930</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.067940</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.067943</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.067944</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.067945</td>\n",
       "      <td>5.159</td>\n",
       "      <td>0.067961</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.067970</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.067971</td>\n",
       "      <td>0.084</td>\n",
       "      <td>0.067976</td>\n",
       "      <td>0.380</td>\n",
       "      <td>0.067978</td>\n",
       "      <td>1.243</td>\n",
       "      <td>0.067979</td>\n",
       "      <td>7.185</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.222</td>\n",
       "      <td>0.068000</td>\n",
       "      <td>127.072</td>\n",
       "      <td>0.068001</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.068008</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.068010</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.068011</td>\n",
       "      <td>0.998</td>\n",
       "      <td>0.068012</td>\n",
       "      <td>0.905</td>\n",
       "      <td>0.068013</td>\n",
       "      <td>1.470</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.642</td>\n",
       "      <td>0.068101</td>\n",
       "      <td>1.257</td>\n",
       "      <td>0.068102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067781</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.067785</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067789</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0.067790</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.067795</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>0.886</td>\n",
       "      <td>0.067815</td>\n",
       "      <td>1.066</td>\n",
       "      <td>0.067816</td>\n",
       "      <td>0.583</td>\n",
       "      <td>0.067822</td>\n",
       "      <td>0.385</td>\n",
       "      <td>0.067832</td>\n",
       "      <td>0.286</td>\n",
       "      <td>0.067834</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.067835</td>\n",
       "      <td>0.205</td>\n",
       "      <td>0.067836</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067840</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067842</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.067845</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.067850</td>\n",
       "      <td>0.379</td>\n",
       "      <td>0.067856</td>\n",
       "      <td>1.618</td>\n",
       "      <td>0.067869</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067870</td>\n",
       "      <td>7.430</td>\n",
       "      <td>0.067984</td>\n",
       "      <td>0.964</td>\n",
       "      <td>0.067985</td>\n",
       "      <td>2.624</td>\n",
       "      <td>0.067986</td>\n",
       "      <td>3.329</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.101</td>\n",
       "      <td>0.067988</td>\n",
       "      <td>2.204</td>\n",
       "      <td>0.067989</td>\n",
       "      <td>0.498</td>\n",
       "      <td>0.067990</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.067992</td>\n",
       "      <td>7.773</td>\n",
       "      <td>0.067995</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068000</td>\n",
       "      <td>12.671</td>\n",
       "      <td>0.068027</td>\n",
       "      <td>4.999</td>\n",
       "      <td>0.068028</td>\n",
       "      <td>4.100</td>\n",
       "      <td>0.068035</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.068036</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.068038</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068046</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.068047</td>\n",
       "      <td>0.313</td>\n",
       "      <td>0.068050</td>\n",
       "      <td>0.811</td>\n",
       "      <td>0.068054</td>\n",
       "      <td>2.190</td>\n",
       "      <td>0.068056</td>\n",
       "      <td>1.160</td>\n",
       "      <td>0.067925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067720</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.067731</td>\n",
       "      <td>5.155</td>\n",
       "      <td>0.067743</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.067751</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067754</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.067756</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067766</td>\n",
       "      <td>0.740</td>\n",
       "      <td>0.067777</td>\n",
       "      <td>0.363</td>\n",
       "      <td>0.067780</td>\n",
       "      <td>19.470</td>\n",
       "      <td>0.067785</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067789</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.067790</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.067792</td>\n",
       "      <td>0.144</td>\n",
       "      <td>0.067795</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.067798</td>\n",
       "      <td>0.076</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>87.968</td>\n",
       "      <td>0.067801</td>\n",
       "      <td>0.579</td>\n",
       "      <td>0.067808</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.067811</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067812</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067889</td>\n",
       "      <td>0.358</td>\n",
       "      <td>0.067890</td>\n",
       "      <td>2.079</td>\n",
       "      <td>0.067891</td>\n",
       "      <td>0.396</td>\n",
       "      <td>0.067892</td>\n",
       "      <td>0.256</td>\n",
       "      <td>0.067894</td>\n",
       "      <td>0.256</td>\n",
       "      <td>0.067896</td>\n",
       "      <td>0.087</td>\n",
       "      <td>0.067898</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067905</td>\n",
       "      <td>0.085</td>\n",
       "      <td>0.067907</td>\n",
       "      <td>0.422</td>\n",
       "      <td>0.067908</td>\n",
       "      <td>0.589</td>\n",
       "      <td>0.067909</td>\n",
       "      <td>2.679</td>\n",
       "      <td>0.067928</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.067934</td>\n",
       "      <td>0.770</td>\n",
       "      <td>0.067935</td>\n",
       "      <td>3.367</td>\n",
       "      <td>0.067936</td>\n",
       "      <td>1.485</td>\n",
       "      <td>0.067944</td>\n",
       "      <td>0.910</td>\n",
       "      <td>0.067948</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067949</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067950</td>\n",
       "      <td>2.040</td>\n",
       "      <td>0.067954</td>\n",
       "      <td>1.820</td>\n",
       "      <td>0.067874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067396</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067397</td>\n",
       "      <td>0.202</td>\n",
       "      <td>0.067398</td>\n",
       "      <td>5.155</td>\n",
       "      <td>0.067400</td>\n",
       "      <td>2.009</td>\n",
       "      <td>0.067410</td>\n",
       "      <td>19.590</td>\n",
       "      <td>0.067411</td>\n",
       "      <td>5.160</td>\n",
       "      <td>0.067426</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.067428</td>\n",
       "      <td>0.076</td>\n",
       "      <td>0.067430</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.067432</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067441</td>\n",
       "      <td>1.112</td>\n",
       "      <td>0.067445</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.067451</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067462</td>\n",
       "      <td>0.591</td>\n",
       "      <td>0.067466</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.067470</td>\n",
       "      <td>0.474</td>\n",
       "      <td>0.067478</td>\n",
       "      <td>0.386</td>\n",
       "      <td>0.067495</td>\n",
       "      <td>0.093</td>\n",
       "      <td>0.067500</td>\n",
       "      <td>14.977</td>\n",
       "      <td>0.067501</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067581</td>\n",
       "      <td>0.518</td>\n",
       "      <td>0.067582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067272</td>\n",
       "      <td>3.175</td>\n",
       "      <td>0.067273</td>\n",
       "      <td>6.180</td>\n",
       "      <td>0.067273</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067274</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067275</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067275</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067276</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067276</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067277</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067277</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067279</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067279</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067280</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067280</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067281</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067281</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067282</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067282</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067359</td>\n",
       "      <td>0.972</td>\n",
       "      <td>0.067360</td>\n",
       "      <td>4.812</td>\n",
       "      <td>0.067361</td>\n",
       "      <td>0.525</td>\n",
       "      <td>0.067367</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.067368</td>\n",
       "      <td>0.753</td>\n",
       "      <td>0.067370</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067371</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.067372</td>\n",
       "      <td>0.933</td>\n",
       "      <td>0.067374</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.067379</td>\n",
       "      <td>0.245</td>\n",
       "      <td>0.067380</td>\n",
       "      <td>1.169</td>\n",
       "      <td>0.067387</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067404</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.067409</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.067426</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067427</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.067428</td>\n",
       "      <td>0.958</td>\n",
       "      <td>0.067430</td>\n",
       "      <td>4.644</td>\n",
       "      <td>0.067431</td>\n",
       "      <td>0.259</td>\n",
       "      <td>0.067432</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.067251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067650</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067654</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.067656</td>\n",
       "      <td>1.905</td>\n",
       "      <td>0.067657</td>\n",
       "      <td>4.767</td>\n",
       "      <td>0.067658</td>\n",
       "      <td>6.251</td>\n",
       "      <td>0.067659</td>\n",
       "      <td>6.677</td>\n",
       "      <td>0.067659</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067660</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067660</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067661</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067661</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067662</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067662</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067663</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067663</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067664</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067664</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067665</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067665</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067666</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067742</td>\n",
       "      <td>1.172</td>\n",
       "      <td>0.067743</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.067744</td>\n",
       "      <td>0.996</td>\n",
       "      <td>0.067745</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.067746</td>\n",
       "      <td>2.642</td>\n",
       "      <td>0.067747</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.067756</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.067763</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.067771</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067794</td>\n",
       "      <td>0.421</td>\n",
       "      <td>0.067795</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067798</td>\n",
       "      <td>0.446</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.067806</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067810</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067818</td>\n",
       "      <td>0.229</td>\n",
       "      <td>0.067835</td>\n",
       "      <td>0.244</td>\n",
       "      <td>0.067844</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067848</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067849</td>\n",
       "      <td>8.046</td>\n",
       "      <td>0.067596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067680</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067694</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067705</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067709</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067710</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067711</td>\n",
       "      <td>16.822</td>\n",
       "      <td>0.067713</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.067714</td>\n",
       "      <td>10.000</td>\n",
       "      <td>0.067715</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.067719</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.067721</td>\n",
       "      <td>0.588</td>\n",
       "      <td>0.067732</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.067738</td>\n",
       "      <td>1.540</td>\n",
       "      <td>0.067741</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.067743</td>\n",
       "      <td>14.800</td>\n",
       "      <td>0.067750</td>\n",
       "      <td>1.933</td>\n",
       "      <td>0.067756</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.067761</td>\n",
       "      <td>0.700</td>\n",
       "      <td>0.067781</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>10.920</td>\n",
       "      <td>0.067868</td>\n",
       "      <td>2.249</td>\n",
       "      <td>0.067869</td>\n",
       "      <td>0.386</td>\n",
       "      <td>0.067874</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.067880</td>\n",
       "      <td>1.024</td>\n",
       "      <td>0.067889</td>\n",
       "      <td>0.077</td>\n",
       "      <td>0.067899</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.067900</td>\n",
       "      <td>0.010</td>\n",
       "      <td>0.067904</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.067912</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.067926</td>\n",
       "      <td>0.596</td>\n",
       "      <td>0.067928</td>\n",
       "      <td>0.451</td>\n",
       "      <td>0.067950</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067955</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067959</td>\n",
       "      <td>0.427</td>\n",
       "      <td>0.067974</td>\n",
       "      <td>0.448</td>\n",
       "      <td>0.067975</td>\n",
       "      <td>1.540</td>\n",
       "      <td>0.067981</td>\n",
       "      <td>0.771</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.067990</td>\n",
       "      <td>0.124</td>\n",
       "      <td>0.067991</td>\n",
       "      <td>0.790</td>\n",
       "      <td>0.067850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521343e+09</th>\n",
       "      <td>0.067284</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.067292</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.067293</td>\n",
       "      <td>0.892</td>\n",
       "      <td>0.067296</td>\n",
       "      <td>7.275</td>\n",
       "      <td>0.067300</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.067310</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.067311</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067315</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.067317</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067320</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067323</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.067324</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067328</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067331</td>\n",
       "      <td>0.316</td>\n",
       "      <td>0.067332</td>\n",
       "      <td>0.148</td>\n",
       "      <td>0.067340</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067345</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.067347</td>\n",
       "      <td>0.309</td>\n",
       "      <td>0.067353</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067400</td>\n",
       "      <td>3.896</td>\n",
       "      <td>0.067467</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067467</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067467</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067468</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067468</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067468</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067468</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067468</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067469</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067469</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067471</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.067467</td>\n",
       "      <td>1.869</td>\n",
       "      <td>0.067476</td>\n",
       "      <td>0.367</td>\n",
       "      <td>0.067478</td>\n",
       "      <td>3.645</td>\n",
       "      <td>0.067480</td>\n",
       "      <td>0.509</td>\n",
       "      <td>0.067485</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.067490</td>\n",
       "      <td>1.407</td>\n",
       "      <td>0.067501</td>\n",
       "      <td>0.961</td>\n",
       "      <td>0.067511</td>\n",
       "      <td>0.771</td>\n",
       "      <td>0.067512</td>\n",
       "      <td>1.017</td>\n",
       "      <td>0.067518</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071420</td>\n",
       "      <td>1.673</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.741</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>5.154</td>\n",
       "      <td>0.071431</td>\n",
       "      <td>0.885</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.482</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>4.723</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>2.996</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071447</td>\n",
       "      <td>12.800</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>1.570</td>\n",
       "      <td>0.071454</td>\n",
       "      <td>0.836</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.412</td>\n",
       "      <td>0.071456</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>0.507</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.546</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.663</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>2.308</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.880</td>\n",
       "      <td>0.071547</td>\n",
       "      <td>0.419</td>\n",
       "      <td>0.071551</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071552</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071558</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071561</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071562</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.071565</td>\n",
       "      <td>0.138</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071571</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>0.435</td>\n",
       "      <td>0.071586</td>\n",
       "      <td>0.072</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>25.885</td>\n",
       "      <td>0.071488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.412</td>\n",
       "      <td>0.071456</td>\n",
       "      <td>3.514</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.071461</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.071462</td>\n",
       "      <td>0.149</td>\n",
       "      <td>0.071464</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071468</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.789</td>\n",
       "      <td>0.071471</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>21.976</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>16.169</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>1.376</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.940</td>\n",
       "      <td>0.071484</td>\n",
       "      <td>1.069</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>12.749</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>1.117</td>\n",
       "      <td>0.071559</td>\n",
       "      <td>0.822</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071561</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071563</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071565</td>\n",
       "      <td>1.446</td>\n",
       "      <td>0.071566</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071569</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.860</td>\n",
       "      <td>0.071577</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071578</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071580</td>\n",
       "      <td>1.941</td>\n",
       "      <td>0.071583</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>1.490</td>\n",
       "      <td>0.071588</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071591</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>1.702</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>1.123</td>\n",
       "      <td>0.071526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071275</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>1.860</td>\n",
       "      <td>0.071279</td>\n",
       "      <td>1.204</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071284</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.187</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>1.346</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>15.910</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071352</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.294</td>\n",
       "      <td>0.071420</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>1.405</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>0.795</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>15.910</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>3.921</td>\n",
       "      <td>0.071451</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071454</td>\n",
       "      <td>0.311</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071469</td>\n",
       "      <td>0.909</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.743</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>30.881</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.831</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524755e+09</th>\n",
       "      <td>0.071237</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071254</td>\n",
       "      <td>3.617</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.071268</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071277</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>28.914</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071286</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.071287</td>\n",
       "      <td>0.703</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>15.900</td>\n",
       "      <td>0.071292</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.442</td>\n",
       "      <td>0.071363</td>\n",
       "      <td>1.503</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.239</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.885</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.144</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.794</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>15.900</td>\n",
       "      <td>0.071402</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071412</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071413</td>\n",
       "      <td>0.633</td>\n",
       "      <td>0.071425</td>\n",
       "      <td>0.908</td>\n",
       "      <td>0.071427</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071428</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524755e+09</th>\n",
       "      <td>0.071225</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.830</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>1.347</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>3.331</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.128</td>\n",
       "      <td>0.071244</td>\n",
       "      <td>0.581</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>1.351</td>\n",
       "      <td>0.071264</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>3.691</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>20.120</td>\n",
       "      <td>0.071279</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071280</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071281</td>\n",
       "      <td>1.304</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071367</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>7.017</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071384</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.754</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>16.882</td>\n",
       "      <td>0.071392</td>\n",
       "      <td>0.455</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.795</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>34.136</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>14.985</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071409</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071286</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.071288</td>\n",
       "      <td>0.660</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.432</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>4.008</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.925</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>18.954</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>2.324</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>1.135</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>1.302</td>\n",
       "      <td>0.071414</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071415</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071417</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071422</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071427</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.071428</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>1.311</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>8.798</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>1.025</td>\n",
       "      <td>0.071468</td>\n",
       "      <td>0.938</td>\n",
       "      <td>0.071369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071287</td>\n",
       "      <td>3.615</td>\n",
       "      <td>0.071288</td>\n",
       "      <td>0.977</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>1.640</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>28.931</td>\n",
       "      <td>0.071303</td>\n",
       "      <td>0.156</td>\n",
       "      <td>0.071304</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.344</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>0.410</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>0.820</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.174</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>9.167</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.342</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>12.239</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>0.266</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>2.942</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071425</td>\n",
       "      <td>1.210</td>\n",
       "      <td>0.071432</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.548</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>1.909</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>12.531</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>0.385</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>0.785</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.501</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.752</td>\n",
       "      <td>0.071484</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>4.000</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071225</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.830</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>1.347</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.360</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>1.420</td>\n",
       "      <td>0.071246</td>\n",
       "      <td>28.954</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.332</td>\n",
       "      <td>0.071274</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071289</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.467</td>\n",
       "      <td>0.071294</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>0.158</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.495</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.602</td>\n",
       "      <td>0.071375</td>\n",
       "      <td>0.164</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.251</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071407</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071415</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.071204</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.071205</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>0.700</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.231</td>\n",
       "      <td>0.071217</td>\n",
       "      <td>0.091</td>\n",
       "      <td>0.071220</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.071221</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071224</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>2.278</td>\n",
       "      <td>0.071242</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071246</td>\n",
       "      <td>0.248</td>\n",
       "      <td>0.071247</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071248</td>\n",
       "      <td>20.607</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>10.270</td>\n",
       "      <td>0.071302</td>\n",
       "      <td>6.221</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>2.901</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.353</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071336</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>12.000</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>2.314</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>1.262</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.442</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071360</td>\n",
       "      <td>15.940</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>1.027</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.636</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.628</td>\n",
       "      <td>0.071305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071200</td>\n",
       "      <td>7.361</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071202</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071212</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.049</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>3.439</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>16.865</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.092</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>0.006</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071264</td>\n",
       "      <td>7.348</td>\n",
       "      <td>0.071265</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>6.816</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>9.367</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071359</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>16.977</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>3.456</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.528</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.380</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>14.205</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.563</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071238</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>9.178</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>83.626</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071253</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>15.960</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071260</td>\n",
       "      <td>1.887</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.344</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071275</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.048</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>4.983</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>15.035</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>3.576</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>2.448</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.088</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>15.970</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>4.016</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071311</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.780</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>0.138</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.543</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>0.510</td>\n",
       "      <td>0.071238</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>9.178</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>83.626</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>18.184</td>\n",
       "      <td>0.071253</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071260</td>\n",
       "      <td>1.468</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>13.975</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>16.257</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071280</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.473</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.513</td>\n",
       "      <td>0.071359</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.798</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.932</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.694</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.422</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>5.368</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>1.794</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>4.217</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>2.442</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071200</td>\n",
       "      <td>8.131</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.329</td>\n",
       "      <td>0.071204</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071206</td>\n",
       "      <td>0.322</td>\n",
       "      <td>0.071207</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>17.315</td>\n",
       "      <td>0.071211</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.049</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>3.208</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.380</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>13.120</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>80.053</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071254</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071319</td>\n",
       "      <td>0.857</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>11.059</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>5.530</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>1.940</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.122</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>6.660</td>\n",
       "      <td>0.071333</td>\n",
       "      <td>0.707</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071336</td>\n",
       "      <td>0.508</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.073</td>\n",
       "      <td>0.071338</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071343</td>\n",
       "      <td>0.797</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>1.179</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.585</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>3.160</td>\n",
       "      <td>0.071351</td>\n",
       "      <td>0.513</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071355</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071176</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071177</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.071178</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071182</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>3.654</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.079</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>8.131</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>2.387</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.229</td>\n",
       "      <td>0.071217</td>\n",
       "      <td>2.304</td>\n",
       "      <td>0.071218</td>\n",
       "      <td>12.000</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>1.279</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.071351</td>\n",
       "      <td>4.655</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>14.976</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.460</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>1.492</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>1.560</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>22.408</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>6.671</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.369</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.052</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071388</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.369</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>2.882</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>3.765</td>\n",
       "      <td>0.071290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071194</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071198</td>\n",
       "      <td>0.640</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>9.710</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.571</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.071204</td>\n",
       "      <td>0.364</td>\n",
       "      <td>0.071205</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>4.059</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>1.636</td>\n",
       "      <td>0.071211</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071220</td>\n",
       "      <td>7.153</td>\n",
       "      <td>0.071225</td>\n",
       "      <td>16.230</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>0.117</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.465</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>4.852</td>\n",
       "      <td>0.071257</td>\n",
       "      <td>0.526</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.654</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>3.680</td>\n",
       "      <td>0.071332</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>1.822</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>28.754</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>7.479</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>4.936</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.260</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>1.492</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>1.560</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>22.266</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>6.671</td>\n",
       "      <td>0.071288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071177</td>\n",
       "      <td>7.208</td>\n",
       "      <td>0.071180</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071184</td>\n",
       "      <td>8.008</td>\n",
       "      <td>0.071185</td>\n",
       "      <td>3.389</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>5.186</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.300</td>\n",
       "      <td>0.071194</td>\n",
       "      <td>1.131</td>\n",
       "      <td>0.071196</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>7.857</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>15.940</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071220</td>\n",
       "      <td>8.254</td>\n",
       "      <td>0.071236</td>\n",
       "      <td>0.887</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>0.060</td>\n",
       "      <td>0.071242</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.373</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>0.829</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.148</td>\n",
       "      <td>0.071313</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0.071314</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071315</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071316</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.071317</td>\n",
       "      <td>0.797</td>\n",
       "      <td>0.071318</td>\n",
       "      <td>0.471</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.122</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>0.196</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>18.524</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.494</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.410</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>6.979</td>\n",
       "      <td>0.071339</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>12.598</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071168</td>\n",
       "      <td>3.078</td>\n",
       "      <td>0.071170</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0.071172</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071177</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.071179</td>\n",
       "      <td>0.704</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>13.194</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.300</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>6.063</td>\n",
       "      <td>0.071202</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071205</td>\n",
       "      <td>16.181</td>\n",
       "      <td>0.071207</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>1.780</td>\n",
       "      <td>0.071213</td>\n",
       "      <td>1.897</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.329</td>\n",
       "      <td>0.071216</td>\n",
       "      <td>1.161</td>\n",
       "      <td>0.071304</td>\n",
       "      <td>1.263</td>\n",
       "      <td>0.071308</td>\n",
       "      <td>1.137</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.073</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>1.879</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071313</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.071316</td>\n",
       "      <td>1.232</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>29.129</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>7.495</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>0.578</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.825</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>0.196</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071332</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>0.544</td>\n",
       "      <td>0.071275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524760e+09</th>\n",
       "      <td>0.071205</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>0.413</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>0.821</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>0.912</td>\n",
       "      <td>0.071232</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071242</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071243</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071261</td>\n",
       "      <td>2.330</td>\n",
       "      <td>0.071265</td>\n",
       "      <td>4.764</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>1.369</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>15.840</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.060</td>\n",
       "      <td>0.071360</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.657</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.346</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>15.840</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071388</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>1.329</td>\n",
       "      <td>0.071392</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>0.835</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>13.215</td>\n",
       "      <td>0.071297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524760e+09</th>\n",
       "      <td>0.071351</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071352</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>3.927</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.436</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.576</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>15.800</td>\n",
       "      <td>0.071384</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.343</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>2.310</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.358</td>\n",
       "      <td>0.071404</td>\n",
       "      <td>1.119</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>4.624</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>1.493</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.178</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>8.839</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.154</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>0.345</td>\n",
       "      <td>0.071519</td>\n",
       "      <td>29.060</td>\n",
       "      <td>0.071409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.222</td>\n",
       "      <td>0.071339</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>3.918</td>\n",
       "      <td>0.071352</td>\n",
       "      <td>0.873</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071355</td>\n",
       "      <td>15.840</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.436</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.343</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>11.600</td>\n",
       "      <td>0.071402</td>\n",
       "      <td>0.107</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>1.409</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>16.809</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071482</td>\n",
       "      <td>13.766</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>0.678</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>1.493</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>14.178</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>8.756</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.254</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071317</td>\n",
       "      <td>3.150</td>\n",
       "      <td>0.071318</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.583</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>15.780</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.491</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.415</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.079</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071339</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.018</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.343</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.986</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.956</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>1.119</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.068</td>\n",
       "      <td>0.071375</td>\n",
       "      <td>7.570</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>2.546</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>1.497</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>0.709</td>\n",
       "      <td>0.071448</td>\n",
       "      <td>1.734</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>10.484</td>\n",
       "      <td>0.071456</td>\n",
       "      <td>0.790</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071459</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071461</td>\n",
       "      <td>0.215</td>\n",
       "      <td>0.071462</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071464</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.071465</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.071468</td>\n",
       "      <td>1.255</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.701</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.321</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>29.060</td>\n",
       "      <td>0.071401</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.071360</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.128</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.907</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>2.835</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>14.345</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>1.408</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.720</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>1.678</td>\n",
       "      <td>0.071498</td>\n",
       "      <td>13.564</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>2.055</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.154</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>1.315</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>30.342</td>\n",
       "      <td>0.071523</td>\n",
       "      <td>0.510</td>\n",
       "      <td>0.071524</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.071528</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.018</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071465</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>3.611</td>\n",
       "      <td>0.071471</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>1.680</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>0.052</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>1.986</td>\n",
       "      <td>0.071483</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>15.760</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.642</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>7.000</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.209</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.832</td>\n",
       "      <td>0.071522</td>\n",
       "      <td>0.475</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>0.559</td>\n",
       "      <td>0.071590</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071594</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.071595</td>\n",
       "      <td>2.034</td>\n",
       "      <td>0.071598</td>\n",
       "      <td>0.698</td>\n",
       "      <td>0.071599</td>\n",
       "      <td>2.306</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>40.971</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.071607</td>\n",
       "      <td>34.136</td>\n",
       "      <td>0.071612</td>\n",
       "      <td>2.159</td>\n",
       "      <td>0.071613</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071614</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071615</td>\n",
       "      <td>0.319</td>\n",
       "      <td>0.071617</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.071618</td>\n",
       "      <td>0.574</td>\n",
       "      <td>0.071619</td>\n",
       "      <td>0.484</td>\n",
       "      <td>0.071632</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.071634</td>\n",
       "      <td>0.112</td>\n",
       "      <td>0.071548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071441</td>\n",
       "      <td>4.568</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>0.207</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>0.121</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.314</td>\n",
       "      <td>0.071459</td>\n",
       "      <td>0.800</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>1.800</td>\n",
       "      <td>0.071461</td>\n",
       "      <td>1.080</td>\n",
       "      <td>0.071464</td>\n",
       "      <td>2.868</td>\n",
       "      <td>0.071465</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>3.611</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>15.720</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071487</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>2.902</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.194</td>\n",
       "      <td>0.071492</td>\n",
       "      <td>0.710</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.377</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.785</td>\n",
       "      <td>0.071577</td>\n",
       "      <td>1.292</td>\n",
       "      <td>0.071578</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.071580</td>\n",
       "      <td>1.289</td>\n",
       "      <td>0.071581</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071582</td>\n",
       "      <td>0.508</td>\n",
       "      <td>0.071584</td>\n",
       "      <td>2.465</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071586</td>\n",
       "      <td>4.006</td>\n",
       "      <td>0.071588</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071590</td>\n",
       "      <td>13.682</td>\n",
       "      <td>0.071593</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071594</td>\n",
       "      <td>12.915</td>\n",
       "      <td>0.071595</td>\n",
       "      <td>17.566</td>\n",
       "      <td>0.071598</td>\n",
       "      <td>0.206</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>6.331</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071602</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.071527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.558</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.301</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>16.050</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.274</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.071411</td>\n",
       "      <td>14.701</td>\n",
       "      <td>0.071414</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071417</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.961</td>\n",
       "      <td>0.071436</td>\n",
       "      <td>1.399</td>\n",
       "      <td>0.071437</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.355</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>1.178</td>\n",
       "      <td>0.071509</td>\n",
       "      <td>1.707</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>11.435</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.711</td>\n",
       "      <td>0.071518</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>15.785</td>\n",
       "      <td>0.071521</td>\n",
       "      <td>1.861</td>\n",
       "      <td>0.071525</td>\n",
       "      <td>0.966</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.165</td>\n",
       "      <td>0.071528</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>11.000</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>2.442</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.511</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>6.000</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071538</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>10.208</td>\n",
       "      <td>0.071469</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.573</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>4.009</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.301</td>\n",
       "      <td>0.071402</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071404</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071423</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071432</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.114</td>\n",
       "      <td>0.071437</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>0.556</td>\n",
       "      <td>0.071508</td>\n",
       "      <td>0.118</td>\n",
       "      <td>0.071509</td>\n",
       "      <td>2.309</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.770</td>\n",
       "      <td>0.071516</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071518</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>3.398</td>\n",
       "      <td>0.071526</td>\n",
       "      <td>0.424</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.199</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>11.000</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>1.385</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.529</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>8.541</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071538</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>10.208</td>\n",
       "      <td>0.071541</td>\n",
       "      <td>0.036</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>7.200</td>\n",
       "      <td>0.071547</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071422</td>\n",
       "      <td>0.315</td>\n",
       "      <td>0.071423</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>65.173</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>4.596</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>0.175</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071443</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071451</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>1.888</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>6.996</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>1.531</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>1.259</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>0.788</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>16.302</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>7.000</td>\n",
       "      <td>0.071557</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.603</td>\n",
       "      <td>0.071571</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071573</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071574</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071575</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.357</td>\n",
       "      <td>0.071492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071501</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071509</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071513</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071517</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071519</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071521</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071523</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071525</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.611</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>17.040</td>\n",
       "      <td>0.071542</td>\n",
       "      <td>0.784</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071544</td>\n",
       "      <td>1.262</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>0.245</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>30.356</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>9.687</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071569</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071573</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524764e+09</th>\n",
       "      <td>0.071470</td>\n",
       "      <td>11.826</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071482</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071483</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071484</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071487</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>0.226</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>6.754</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>1.539</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.691</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071544</td>\n",
       "      <td>0.203</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>16.035</td>\n",
       "      <td>0.071548</td>\n",
       "      <td>0.784</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>16.762</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>7.045</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524764e+09</th>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.071377</td>\n",
       "      <td>9.549</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071384</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.966</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.380</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>15.843</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.487</td>\n",
       "      <td>0.071392</td>\n",
       "      <td>0.832</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.558</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.782</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>2.309</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.037</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>2.048</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>3.151</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.864</td>\n",
       "      <td>0.071501</td>\n",
       "      <td>1.207</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.303</td>\n",
       "      <td>0.071508</td>\n",
       "      <td>0.456</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.800</td>\n",
       "      <td>0.071516</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071519</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.071525</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>0.322</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.580</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>2.368</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>0.055</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9514 rows × 81 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  B_P1    B_V1      B_P2     B_V2      B_P3    B_V3      B_P4  \\\n",
       "1.521332e+09  0.069306   0.334  0.069309    0.015  0.069313   0.367  0.069314   \n",
       "1.521333e+09  0.069009   0.334  0.069010    0.279  0.069011   0.030  0.069012   \n",
       "1.521333e+09  0.068680   1.000  0.068690    1.001  0.068694   0.475  0.068695   \n",
       "1.521333e+09  0.068332   0.147  0.068340    1.317  0.068341   0.159  0.068350   \n",
       "1.521334e+09  0.068062   0.320  0.068064    0.819  0.068067   0.400  0.068069   \n",
       "1.521334e+09  0.068187   1.937  0.068200    0.361  0.068202   0.078  0.068211   \n",
       "1.521334e+09  0.068080   0.388  0.068085    0.430  0.068086   0.400  0.068087   \n",
       "1.521335e+09  0.068083   5.085  0.068091    0.399  0.068092   0.514  0.068093   \n",
       "1.521335e+09  0.068690   1.033  0.068691    0.082  0.068692   0.000  0.068692   \n",
       "1.521336e+09  0.068606   0.350  0.068607    5.000  0.068610   2.133  0.068614   \n",
       "1.521336e+09  0.068480   1.351  0.068482    0.433  0.068487   0.143  0.068492   \n",
       "1.521336e+09  0.068841   1.533  0.068844    0.001  0.068846   0.000  0.068847   \n",
       "1.521337e+09  0.068833   0.159  0.068842    0.264  0.068847   0.350  0.068849   \n",
       "1.521337e+09  0.068792   0.391  0.068793    0.029  0.068794   0.426  0.068797   \n",
       "1.521337e+09  0.068930   0.016  0.068931  320.717  0.068960  13.888  0.068975   \n",
       "1.521338e+09  0.068822   0.324  0.068823    0.278  0.068831   0.338  0.068832   \n",
       "1.521338e+09  0.068890  56.132  0.068893    0.000  0.068896   0.000  0.068899   \n",
       "1.521338e+09  0.068375   0.358  0.068384    0.040  0.068390   4.733  0.068400   \n",
       "1.521339e+09  0.068472   0.001  0.068488    0.000  0.068503   0.000  0.068519   \n",
       "1.521339e+09  0.068188   0.695  0.068195    0.040  0.068198   0.090  0.068200   \n",
       "1.521340e+09  0.068251   0.578  0.068252    5.000  0.068256   0.400  0.068264   \n",
       "1.521340e+09  0.068006   0.366  0.068010    0.100  0.068018   1.038  0.068019   \n",
       "1.521340e+09  0.067929   0.333  0.067930    0.015  0.067940   0.017  0.067943   \n",
       "1.521341e+09  0.067781   0.135  0.067785    0.200  0.067789   0.027  0.067790   \n",
       "1.521341e+09  0.067720   0.732  0.067731    5.155  0.067743   0.159  0.067751   \n",
       "1.521341e+09  0.067396   0.272  0.067397    0.202  0.067398   5.155  0.067400   \n",
       "1.521342e+09  0.067272   3.175  0.067273    6.180  0.067273   0.000  0.067274   \n",
       "1.521342e+09  0.067650   0.001  0.067654    0.361  0.067656   1.905  0.067657   \n",
       "1.521342e+09  0.067680   0.536  0.067694    0.044  0.067705   0.350  0.067709   \n",
       "1.521343e+09  0.067284   0.074  0.067292    0.335  0.067293   0.892  0.067296   \n",
       "...                ...     ...       ...      ...       ...     ...       ...   \n",
       "1.524754e+09  0.071418   0.560  0.071420    1.673  0.071421   0.140  0.071424   \n",
       "1.524754e+09  0.071455   0.412  0.071456    3.514  0.071457   0.280  0.071458   \n",
       "1.524754e+09  0.071275   0.120  0.071278    1.860  0.071279   1.204  0.071283   \n",
       "1.524755e+09  0.071237   1.031  0.071239    2.300  0.071240   0.200  0.071245   \n",
       "1.524755e+09  0.071225   0.414  0.071226    0.830  0.071228   0.271  0.071231   \n",
       "1.524756e+09  0.071278   0.560  0.071282    0.560  0.071285   0.400  0.071286   \n",
       "1.524756e+09  0.071287   3.615  0.071288    0.977  0.071291   0.020  0.071293   \n",
       "1.524756e+09  0.071225   0.414  0.071226    0.830  0.071227   0.238  0.071228   \n",
       "1.524757e+09  0.071203   0.221  0.071204    1.300  0.071205   1.000  0.071208   \n",
       "1.524757e+09  0.071200   7.361  0.071201    0.100  0.071202   0.100  0.071212   \n",
       "1.524757e+09  0.071231   2.380  0.071233   14.205  0.071234   0.563  0.071235   \n",
       "1.524758e+09  0.071227   0.780  0.071229    0.166  0.071230   0.138  0.071231   \n",
       "1.524758e+09  0.071200   8.131  0.071203    0.329  0.071204   0.100  0.071206   \n",
       "1.524758e+09  0.071176   4.201  0.071177    0.198  0.071178   0.288  0.071181   \n",
       "1.524759e+09  0.071194   1.031  0.071198    0.640  0.071200   9.710  0.071201   \n",
       "1.524759e+09  0.071177   7.208  0.071180    0.340  0.071181   0.212  0.071183   \n",
       "1.524759e+09  0.071168   3.078  0.071170    0.190  0.071172   0.015  0.071177   \n",
       "1.524760e+09  0.071205   0.281  0.071208    0.281  0.071209   0.413  0.071210   \n",
       "1.524760e+09  0.071351   0.100  0.071352    0.560  0.071356   0.280  0.071358   \n",
       "1.524761e+09  0.071330   0.222  0.071339    0.081  0.071340   0.420  0.071345   \n",
       "1.524761e+09  0.071317   3.150  0.071318    0.543  0.071320   0.583  0.071322   \n",
       "1.524761e+09  0.071345   0.183  0.071346    0.550  0.071347   0.137  0.071360   \n",
       "1.524762e+09  0.071465   0.100  0.071466    0.500  0.071467   3.611  0.071471   \n",
       "1.524762e+09  0.071441   4.568  0.071445    0.207  0.071446   0.121  0.071455   \n",
       "1.524762e+09  0.071391   0.387  0.071396    0.270  0.071397   0.282  0.071398   \n",
       "1.524763e+09  0.071391   0.387  0.071393    0.450  0.071396   0.270  0.071397   \n",
       "1.524763e+09  0.071421   0.013  0.071422    0.315  0.071423   0.100  0.071429   \n",
       "1.524763e+09  0.071495   0.014  0.071497    0.000  0.071499   0.000  0.071501   \n",
       "1.524764e+09  0.071470  11.826  0.071472    0.001  0.071473   0.000  0.071474   \n",
       "1.524764e+09  0.071372   0.217  0.071377    9.549  0.071378   0.127  0.071380   \n",
       "\n",
       "                B_V4      B_P5    B_V5      B_P6    B_V6      B_P7    B_V7  \\\n",
       "1.521332e+09   4.328  0.069316   0.400  0.069319   0.016  0.069337   0.299   \n",
       "1.521333e+09   0.016  0.069016   0.350  0.069030   0.058  0.069039   0.320   \n",
       "1.521333e+09   2.238  0.068700   0.111  0.068708   0.350  0.068710   5.000   \n",
       "1.521333e+09   4.000  0.068358   5.000  0.068359   0.365  0.068368   1.034   \n",
       "1.521334e+09   0.040  0.068070   0.707  0.068071   1.049  0.068074   0.200   \n",
       "1.521334e+09   0.430  0.068230   2.965  0.068232   0.434  0.068233   3.322   \n",
       "1.521334e+09   1.000  0.068092   0.514  0.068099   0.275  0.068100   0.250   \n",
       "1.521335e+09   0.080  0.068099   0.434  0.068100   0.250  0.068115   0.540   \n",
       "1.521335e+09   0.000  0.068693   0.000  0.068693   0.000  0.068694   0.000   \n",
       "1.521336e+09   0.264  0.068624   0.400  0.068628   0.278  0.068629  16.329   \n",
       "1.521336e+09   0.075  0.068499   0.159  0.068500   0.015  0.068503   0.066   \n",
       "1.521336e+09   0.000  0.068849   0.000  0.068850   0.000  0.068852   0.000   \n",
       "1.521337e+09   0.038  0.068851   1.571  0.068862  86.192  0.068863   0.350   \n",
       "1.521337e+09   0.044  0.068799   1.635  0.068800   0.088  0.068801   0.668   \n",
       "1.521337e+09   0.000  0.068989   0.000  0.069004   0.000  0.069018   0.000   \n",
       "1.521338e+09   0.213  0.068835   0.053  0.068836   1.054  0.068838   6.500   \n",
       "1.521338e+09   0.000  0.068902   0.000  0.068905   0.000  0.068908   0.000   \n",
       "1.521338e+09   0.015  0.068405   0.392  0.068407   0.520  0.068410   0.360   \n",
       "1.521339e+09   0.000  0.068535   0.000  0.068551   0.000  0.068566   0.000   \n",
       "1.521339e+09   3.126  0.068204   0.050  0.068218   0.437  0.068219   0.159   \n",
       "1.521340e+09   0.400  0.068273   0.159  0.068279   0.536  0.068280   0.420   \n",
       "1.521340e+09   4.015  0.068030  19.190  0.068041   1.595  0.068043   0.333   \n",
       "1.521340e+09   0.040  0.067944   0.285  0.067945   5.159  0.067961   0.070   \n",
       "1.521341e+09   0.100  0.067795   0.020  0.067800   0.886  0.067815   1.066   \n",
       "1.521341e+09   0.400  0.067754   0.443  0.067756   0.400  0.067766   0.740   \n",
       "1.521341e+09   2.009  0.067410  19.590  0.067411   5.160  0.067426   0.064   \n",
       "1.521342e+09   0.000  0.067275   0.000  0.067275   0.000  0.067276   0.000   \n",
       "1.521342e+09   4.767  0.067658   6.251  0.067659   6.677  0.067659   0.000   \n",
       "1.521342e+09   0.400  0.067710   0.400  0.067711  16.822  0.067713   0.264   \n",
       "1.521343e+09   7.275  0.067300   0.069  0.067310   0.370  0.067311   0.350   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.741  0.071430   5.154  0.071431   0.885  0.071433   1.300   \n",
       "1.524754e+09   0.560  0.071460   0.069  0.071461   0.167  0.071462   0.149   \n",
       "1.524754e+09   1.031  0.071284   0.356  0.071285   0.187  0.071290   0.560   \n",
       "1.524755e+09   0.089  0.071254   3.617  0.071255   0.312  0.071258   0.130   \n",
       "1.524755e+09   2.100  0.071233   1.347  0.071234   0.449  0.071239   3.331   \n",
       "1.524756e+09   0.265  0.071288   0.660  0.071290   0.066  0.071291   0.432   \n",
       "1.524756e+09   0.417  0.071300   1.640  0.071301  28.931  0.071303   0.156   \n",
       "1.524756e+09   0.078  0.071231   2.100  0.071233   1.347  0.071234   0.449   \n",
       "1.524757e+09   0.280  0.071210   0.700  0.071214   0.231  0.071217   0.091   \n",
       "1.524757e+09   0.163  0.071226   0.049  0.071227   0.280  0.071229   0.166   \n",
       "1.524757e+09   0.100  0.071238   0.400  0.071240   0.280  0.071249  79.150   \n",
       "1.524758e+09   2.543  0.071233   0.510  0.071238   0.100  0.071240   0.280   \n",
       "1.524758e+09   0.322  0.071207   0.024  0.071209   0.166  0.071210  17.315   \n",
       "1.524758e+09   0.212  0.071182   0.159  0.071183   0.262  0.071186   0.075   \n",
       "1.524759e+09   0.571  0.071203   0.390  0.071204   0.364  0.071205   0.271   \n",
       "1.524759e+09   0.262  0.071184   8.008  0.071185   3.389  0.071186   0.075   \n",
       "1.524759e+09   0.198  0.071179   0.704  0.071181   0.312  0.071183   0.262   \n",
       "1.524760e+09   0.821  0.071215   0.350  0.071229   0.296  0.071230   0.912   \n",
       "1.524760e+09   3.927  0.071368   0.436  0.071369   0.280  0.071370   0.280   \n",
       "1.524761e+09   0.183  0.071350   3.918  0.071352   0.873  0.071353   0.420   \n",
       "1.524761e+09   0.025  0.071325  15.780  0.071328   0.491  0.071329   0.415   \n",
       "1.524761e+09   0.070  0.071361   0.200  0.071362   0.128  0.071364   0.480   \n",
       "1.524762e+09   0.330  0.071473   0.320  0.071477   1.680  0.071478   0.052   \n",
       "1.524762e+09   0.314  0.071459   0.800  0.071460   1.800  0.071461   1.080   \n",
       "1.524762e+09   0.053  0.071399   7.558  0.071401   0.301  0.071403   0.140   \n",
       "1.524763e+09   0.282  0.071398   0.053  0.071399   7.573  0.071400   4.009   \n",
       "1.524763e+09  65.173  0.071430   4.596  0.071434   0.162  0.071435   0.280   \n",
       "1.524763e+09   0.000  0.071503   0.000  0.071505   0.000  0.071507   0.000   \n",
       "1.524764e+09   0.000  0.071475   0.000  0.071476   0.000  0.071477   0.000   \n",
       "1.524764e+09   0.043  0.071381   0.560  0.071384   0.180  0.071385   0.966   \n",
       "\n",
       "                  B_P8    B_V8      B_P9    B_V9     B_P10   B_V10     B_P11  \\\n",
       "1.521332e+09  0.069343   0.275  0.069360   0.130  0.069363   0.109  0.069373   \n",
       "1.521333e+09  0.069042   0.539  0.069050   0.500  0.069054   0.015  0.069065   \n",
       "1.521333e+09  0.068715   0.050  0.068733   0.275  0.068739   0.370  0.068740   \n",
       "1.521333e+09  0.068371   0.261  0.068378   0.299  0.068390   0.320  0.068400   \n",
       "1.521334e+09  0.068075   0.015  0.068090   0.533  0.068095   0.090  0.068096   \n",
       "1.521334e+09  0.068234   0.001  0.068235   0.000  0.068235   0.000  0.068236   \n",
       "1.521334e+09  0.068104   0.100  0.068114   0.450  0.068115   0.159  0.068129   \n",
       "1.521335e+09  0.068116   2.055  0.068120   0.023  0.068129  14.700  0.068138   \n",
       "1.521335e+09  0.068694   0.000  0.068695   0.000  0.068695   0.000  0.068696   \n",
       "1.521336e+09  0.068641   3.160  0.068665   1.919  0.068679   0.833  0.068681   \n",
       "1.521336e+09  0.068512   0.915  0.068513   0.960  0.068516   0.320  0.068521   \n",
       "1.521336e+09  0.068853   0.000  0.068855   0.000  0.068856   0.000  0.068858   \n",
       "1.521337e+09  0.068864   0.198  0.068865   0.577  0.068866   9.084  0.068873   \n",
       "1.521337e+09  0.068802   1.370  0.068806   0.039  0.068814   0.400  0.068825   \n",
       "1.521337e+09  0.069033   0.000  0.069047   0.000  0.069062   0.000  0.069076   \n",
       "1.521338e+09  0.068842   1.672  0.068843   0.589  0.068844   0.565  0.068845   \n",
       "1.521338e+09  0.068911   0.000  0.068914   0.000  0.068917   0.000  0.068920   \n",
       "1.521338e+09  0.068427   0.090  0.068433   0.240  0.068443   0.330  0.068448   \n",
       "1.521339e+09  0.068582   0.000  0.068598   0.000  0.068614   0.000  0.068629   \n",
       "1.521339e+09  0.068223   0.082  0.068232   0.737  0.068242   0.590  0.068244   \n",
       "1.521340e+09  0.068281   0.468  0.068283   0.440  0.068284   1.063  0.068299   \n",
       "1.521340e+09  0.068053   0.023  0.068059   0.070  0.068061   0.070  0.068064   \n",
       "1.521340e+09  0.067970   0.760  0.067971   0.084  0.067976   0.380  0.067978   \n",
       "1.521341e+09  0.067816   0.583  0.067822   0.385  0.067832   0.286  0.067834   \n",
       "1.521341e+09  0.067777   0.363  0.067780  19.470  0.067785   0.200  0.067789   \n",
       "1.521341e+09  0.067428   0.076  0.067430   0.287  0.067432   0.350  0.067441   \n",
       "1.521342e+09  0.067276   0.000  0.067277   0.000  0.067277   0.000  0.067278   \n",
       "1.521342e+09  0.067660   0.000  0.067660   0.000  0.067661   0.000  0.067661   \n",
       "1.521342e+09  0.067714  10.000  0.067715   0.159  0.067719   0.750  0.067721   \n",
       "1.521343e+09  0.067315   0.166  0.067317   0.350  0.067320   0.350  0.067323   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071435   0.031  0.071442   0.482  0.071444   4.723  0.071445   \n",
       "1.524754e+09  0.071464   0.560  0.071466   0.560  0.071468   0.032  0.071470   \n",
       "1.524754e+09  0.071291   0.120  0.071300   1.346  0.071309   0.280  0.071310   \n",
       "1.524755e+09  0.071259   0.137  0.071267   0.900  0.071268   0.560  0.071272   \n",
       "1.524755e+09  0.071240   0.128  0.071244   0.581  0.071245   1.351  0.071264   \n",
       "1.524756e+09  0.071296   0.066  0.071300   0.020  0.071301   4.008  0.071309   \n",
       "1.524756e+09  0.071304   0.200  0.071309   0.344  0.071311   0.410  0.071321   \n",
       "1.524756e+09  0.071235   0.360  0.071239   2.300  0.071245   1.420  0.071246   \n",
       "1.524757e+09  0.071220   0.180  0.071221   0.280  0.071224   0.280  0.071226   \n",
       "1.524757e+09  0.071230   3.439  0.071231  16.865  0.071235   0.092  0.071250   \n",
       "1.524757e+09  0.071250   9.178  0.071251  83.626  0.071252   0.280  0.071253   \n",
       "1.524758e+09  0.071249  79.150  0.071250   9.178  0.071251  83.626  0.071252   \n",
       "1.524758e+09  0.071211   0.200  0.071214   0.098  0.071226   0.049  0.071227   \n",
       "1.524758e+09  0.071187   3.654  0.071191   3.079  0.071200   8.131  0.071201   \n",
       "1.524759e+09  0.071208   4.059  0.071209   1.636  0.071211   1.000  0.071215   \n",
       "1.524759e+09  0.071187   5.186  0.071191   3.300  0.071194   1.131  0.071196   \n",
       "1.524759e+09  0.071186   0.075  0.071187  13.194  0.071191   3.300  0.071200   \n",
       "1.524760e+09  0.071232   0.262  0.071242   0.280  0.071243   0.280  0.071245   \n",
       "1.524760e+09  0.071371   0.016  0.071374   0.576  0.071380  15.800  0.071384   \n",
       "1.524761e+09  0.071355  15.840  0.071356   0.280  0.071368   0.436  0.071369   \n",
       "1.524761e+09  0.071331   0.079  0.071337   0.330  0.071339   0.081  0.071345   \n",
       "1.524761e+09  0.071368   0.907  0.071370   0.560  0.071374   0.480  0.071376   \n",
       "1.524762e+09  0.071481   1.986  0.071483   0.265  0.071485  15.760  0.071486   \n",
       "1.524762e+09  0.071464   2.868  0.071465   0.080  0.071466   3.611  0.071475   \n",
       "1.524762e+09  0.071405  16.050  0.071408   0.274  0.071410   0.225  0.071411   \n",
       "1.524763e+09  0.071401   0.301  0.071402   1.775  0.071403   0.140  0.071404   \n",
       "1.524763e+09  0.071440   0.014  0.071441   0.175  0.071442   0.280  0.071443   \n",
       "1.524763e+09  0.071509   0.000  0.071511   0.000  0.071513   0.000  0.071515   \n",
       "1.524764e+09  0.071478   0.000  0.071479   0.000  0.071480   0.000  0.071481   \n",
       "1.524764e+09  0.071386   0.380  0.071390  15.843  0.071391   0.487  0.071392   \n",
       "\n",
       "               B_V11     B_P12    B_V12     B_P13   B_V13     B_P14    B_V14  \\\n",
       "1.521332e+09  20.000  0.069374    0.536  0.069376   0.074  0.069378    0.040   \n",
       "1.521333e+09   0.179  0.069076    0.129  0.069082   0.184  0.069095    0.261   \n",
       "1.521333e+09   1.149  0.068741    0.410  0.068743   0.390  0.068749    0.015   \n",
       "1.521333e+09   0.897  0.068409    0.705  0.068411   0.320  0.068413    0.330   \n",
       "1.521334e+09   0.293  0.068099    0.335  0.068100   1.191  0.068105    0.673   \n",
       "1.521334e+09   0.000  0.068236    0.000  0.068237   0.000  0.068237    0.000   \n",
       "1.521334e+09  14.700  0.068132    2.847  0.068133   0.582  0.068136    0.320   \n",
       "1.521335e+09   0.350  0.068140   19.020  0.068145   1.956  0.068150    0.131   \n",
       "1.521335e+09   0.000  0.068696    0.000  0.068697   0.000  0.068697    0.000   \n",
       "1.521336e+09   6.005  0.068683    0.400  0.068684   0.043  0.068686    1.827   \n",
       "1.521336e+09   9.500  0.068522    6.000  0.068530   0.480  0.068542    0.338   \n",
       "1.521336e+09   0.000  0.068859    0.000  0.068861   0.000  0.068862    0.000   \n",
       "1.521337e+09   0.044  0.068883   20.000  0.068890   1.340  0.068900    1.052   \n",
       "1.521337e+09   1.624  0.068828    1.556  0.068832   0.213  0.068838    6.500   \n",
       "1.521337e+09   0.000  0.069091    0.000  0.069105   0.000  0.069120    0.000   \n",
       "1.521338e+09   0.458  0.068847    0.159  0.068849   0.350  0.068858    0.265   \n",
       "1.521338e+09   0.000  0.068923    0.000  0.068926   0.000  0.068929    0.000   \n",
       "1.521338e+09   0.110  0.068451    0.440  0.068454   0.551  0.068455    0.123   \n",
       "1.521339e+09   0.000  0.068645    0.000  0.068661   0.000  0.068677    0.000   \n",
       "1.521339e+09   0.659  0.068246    0.310  0.068251   1.510  0.068261    0.333   \n",
       "1.521340e+09   3.000  0.068300  100.168  0.068301   0.268  0.068321    1.665   \n",
       "1.521340e+09   0.159  0.068079    3.274  0.068080   0.981  0.068084    0.400   \n",
       "1.521340e+09   1.243  0.067979    7.185  0.067987   0.222  0.068000  127.072   \n",
       "1.521341e+09   0.402  0.067835    0.205  0.067836   0.400  0.067840    0.330   \n",
       "1.521341e+09   0.241  0.067790    0.100  0.067792   0.144  0.067795    0.020   \n",
       "1.521341e+09   1.112  0.067445    0.135  0.067451   0.400  0.067462    0.591   \n",
       "1.521342e+09   0.000  0.067278    0.000  0.067279   0.000  0.067279    0.000   \n",
       "1.521342e+09   0.000  0.067662    0.000  0.067662   0.000  0.067663    0.000   \n",
       "1.521342e+09   0.588  0.067732    0.059  0.067738   1.540  0.067741    0.750   \n",
       "1.521343e+09   0.280  0.067324    0.056  0.067328   0.330  0.067331    0.316   \n",
       "...              ...       ...      ...       ...     ...       ...      ...   \n",
       "1.524754e+09   2.996  0.071446    1.000  0.071447  12.800  0.071449    0.083   \n",
       "1.524754e+09   0.789  0.071471    0.280  0.071472  21.976  0.071475   16.169   \n",
       "1.524754e+09   0.280  0.071312    0.560  0.071324   0.320  0.071326    0.162   \n",
       "1.524755e+09   0.340  0.071277    0.535  0.071278   0.560  0.071283   28.914   \n",
       "1.524755e+09   0.312  0.071266    0.200  0.071267   0.560  0.071271    3.691   \n",
       "1.524756e+09   0.925  0.071310    0.520  0.071320  18.954  0.071321    2.324   \n",
       "1.524756e+09   0.820  0.071330    0.174  0.071335   9.167  0.071337    0.342   \n",
       "1.524756e+09  28.954  0.071252    0.089  0.071258   0.332  0.071274    0.200   \n",
       "1.524757e+09   0.280  0.071235    0.330  0.071240   2.278  0.071242    0.280   \n",
       "1.524757e+09   0.006  0.071251    0.560  0.071255   0.302  0.071256    0.560   \n",
       "1.524757e+09   0.046  0.071255   15.960  0.071256   0.100  0.071259    0.560   \n",
       "1.524758e+09  18.184  0.071253    0.046  0.071260   1.468  0.071262   13.975   \n",
       "1.524758e+09   0.280  0.071228    3.208  0.071229   0.166  0.071231    2.380   \n",
       "1.524758e+09   2.387  0.071203    0.229  0.071217   2.304  0.071218   12.000   \n",
       "1.524759e+09   0.356  0.071220    7.153  0.071225  16.230  0.071226    0.104   \n",
       "1.524759e+09   0.356  0.071200    7.857  0.071201   0.025  0.071210   15.940   \n",
       "1.524759e+09   6.063  0.071202    0.281  0.071205  16.181  0.071207    0.162   \n",
       "1.524760e+09   0.296  0.071252    0.296  0.071259   0.330  0.071261    2.330   \n",
       "1.524760e+09   0.103  0.071386    0.560  0.071389   0.343  0.071393    0.330   \n",
       "1.524761e+09   0.280  0.071370    0.280  0.071374   0.560  0.071386    0.560   \n",
       "1.524761e+09   0.183  0.071346    0.550  0.071361   0.018  0.071362    0.343   \n",
       "1.524761e+09   2.835  0.071381    0.560  0.071385  14.345  0.071386    0.280   \n",
       "1.524762e+09   0.330  0.071488    0.642  0.071489   0.279  0.071490    0.279   \n",
       "1.524762e+09  15.720  0.071486    0.279  0.071487   0.279  0.071488    2.902   \n",
       "1.524762e+09  14.701  0.071414    0.280  0.071417   0.560  0.071433    0.970   \n",
       "1.524763e+09   0.140  0.071406    0.280  0.071423   0.030  0.071424    0.280   \n",
       "1.524763e+09   0.104  0.071444    0.280  0.071445   0.330  0.071451    0.059   \n",
       "1.524763e+09   0.000  0.071517    0.000  0.071519   0.000  0.071521    0.000   \n",
       "1.524764e+09   0.000  0.071482    0.000  0.071483   0.000  0.071484    0.000   \n",
       "1.524764e+09   0.832  0.071396    0.159  0.071397   0.282  0.071398    0.053   \n",
       "\n",
       "                 B_P15   B_V15     B_P16   B_V16     B_P17   B_V17     B_P18  \\\n",
       "1.521332e+09  0.069400   1.219  0.069404   0.269  0.069406   0.084  0.069416   \n",
       "1.521333e+09  0.069099   0.370  0.069100   5.115  0.069105   3.040  0.069106   \n",
       "1.521333e+09  0.068750   0.404  0.068751   0.080  0.068778   5.188  0.068779   \n",
       "1.521333e+09  0.068424   0.984  0.068452   0.808  0.068465  25.135  0.068467   \n",
       "1.521334e+09  0.068110   1.182  0.068115   0.262  0.068118   0.110  0.068140   \n",
       "1.521334e+09  0.068238   0.000  0.068238   0.000  0.068239   0.000  0.068239   \n",
       "1.521334e+09  0.068146   0.500  0.068174  14.700  0.068177   0.350  0.068178   \n",
       "1.521335e+09  0.068164   0.076  0.068170   5.835  0.068171   0.553  0.068172   \n",
       "1.521335e+09  0.068698   0.000  0.068698   0.000  0.068699   0.000  0.068699   \n",
       "1.521336e+09  0.068690   0.050  0.068704  12.038  0.068705   0.567  0.068710   \n",
       "1.521336e+09  0.068554   1.265  0.068560   0.116  0.068561   0.043  0.068570   \n",
       "1.521336e+09  0.068864   0.000  0.068865   0.000  0.068867   0.000  0.068868   \n",
       "1.521337e+09  0.068901   0.620  0.068931  31.319  0.068935  29.111  0.068950   \n",
       "1.521337e+09  0.068839   1.688  0.068841   0.044  0.068847   0.030  0.068849   \n",
       "1.521337e+09  0.069134   0.000  0.069149   0.000  0.069163   0.000  0.069178   \n",
       "1.521338e+09  0.068862   3.000  0.068871   1.592  0.068903  18.304  0.068904   \n",
       "1.521338e+09  0.068932   0.000  0.068935   0.000  0.068938   0.000  0.068941   \n",
       "1.521338e+09  0.068471   0.083  0.068486   0.917  0.068507   0.675  0.068513   \n",
       "1.521339e+09  0.068692   0.000  0.068708   0.000  0.068724   0.000  0.068740   \n",
       "1.521339e+09  0.068272  13.616  0.068280  14.171  0.068281   0.181  0.068300   \n",
       "1.521340e+09  0.068324   8.183  0.068325   0.188  0.068329   0.633  0.068339   \n",
       "1.521340e+09  0.068098   0.263  0.068110   0.219  0.068111   2.422  0.068112   \n",
       "1.521340e+09  0.068001   0.058  0.068008   0.420  0.068010   0.370  0.068011   \n",
       "1.521341e+09  0.067842   0.210  0.067845   0.884  0.067850   0.379  0.067856   \n",
       "1.521341e+09  0.067798   0.076  0.067800  87.968  0.067801   0.579  0.067808   \n",
       "1.521341e+09  0.067466   1.000  0.067470   0.474  0.067478   0.386  0.067495   \n",
       "1.521342e+09  0.067280   0.000  0.067280   0.000  0.067281   0.000  0.067281   \n",
       "1.521342e+09  0.067663   0.000  0.067664   0.000  0.067664   0.000  0.067665   \n",
       "1.521342e+09  0.067743  14.800  0.067750   1.933  0.067756   0.167  0.067761   \n",
       "1.521343e+09  0.067332   0.148  0.067340   0.330  0.067345   0.078  0.067347   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071453   1.570  0.071454   0.836  0.071455   0.412  0.071456   \n",
       "1.524754e+09  0.071476   1.376  0.071481   0.940  0.071484   1.069  0.071486   \n",
       "1.524754e+09  0.071331   0.560  0.071335  15.910  0.071340   0.890  0.071341   \n",
       "1.524755e+09  0.071285   0.100  0.071286   0.031  0.071287   0.703  0.071290   \n",
       "1.524755e+09  0.071272   0.280  0.071273  20.120  0.071279   0.300  0.071280   \n",
       "1.524756e+09  0.071322   0.250  0.071325   0.130  0.071330   0.280  0.071340   \n",
       "1.524756e+09  0.071340  12.239  0.071341   0.266  0.071342   0.387  0.071344   \n",
       "1.524756e+09  0.071289   0.100  0.071293   0.467  0.071294   0.130  0.071296   \n",
       "1.524757e+09  0.071246   0.248  0.071247   1.121  0.071248  20.607  0.071290   \n",
       "1.524757e+09  0.071262   0.560  0.071264   7.348  0.071265   0.560  0.071267   \n",
       "1.524757e+09  0.071260   1.887  0.071262   0.200  0.071266   0.344  0.071267   \n",
       "1.524758e+09  0.071270  16.257  0.071271   0.890  0.071278   0.560  0.071280   \n",
       "1.524758e+09  0.071240   0.280  0.071249  79.150  0.071250  13.120  0.071251   \n",
       "1.524758e+09  0.071233   0.163  0.071251   0.159  0.071252   0.560  0.071270   \n",
       "1.524759e+09  0.071240   0.330  0.071249   0.117  0.071251   0.465  0.071256   \n",
       "1.524759e+09  0.071214   0.330  0.071215   0.280  0.071220   8.254  0.071236   \n",
       "1.524759e+09  0.071208   0.281  0.071209   1.000  0.071210   1.780  0.071213   \n",
       "1.524760e+09  0.071265   4.764  0.071266   0.545  0.071267   1.369  0.071270   \n",
       "1.524760e+09  0.071395   0.280  0.071399   2.310  0.071400   0.280  0.071401   \n",
       "1.524761e+09  0.071389   0.343  0.071393   0.330  0.071395   0.185  0.071400   \n",
       "1.524761e+09  0.071368   0.986  0.071370   0.956  0.071371   1.000  0.071373   \n",
       "1.524761e+09  0.071390   0.330  0.071399   1.775  0.071400   1.408  0.071405   \n",
       "1.524762e+09  0.071493   0.279  0.071494   0.279  0.071495   7.000  0.071496   \n",
       "1.524762e+09  0.071489   2.700  0.071491   0.194  0.071492   0.710  0.071493   \n",
       "1.524762e+09  0.071435   0.961  0.071436   1.399  0.071437   0.535  0.071438   \n",
       "1.524763e+09  0.071432   0.241  0.071434   0.114  0.071437   0.054  0.071439   \n",
       "1.524763e+09  0.071452   0.027  0.071453   0.280  0.071455   0.280  0.071457   \n",
       "1.524763e+09  0.071523   0.000  0.071525   0.000  0.071527   0.000  0.071529   \n",
       "1.524764e+09  0.071485   0.000  0.071486   0.000  0.071487   0.000  0.071488   \n",
       "1.524764e+09  0.071399   7.558  0.071400   0.782  0.071401   0.400  0.071406   \n",
       "\n",
       "               B_V18     B_P19   B_V19     B_P20    B_V20      S_P1    S_V1  \\\n",
       "1.521332e+09   0.090  0.069429   0.327  0.069430    0.864  0.069556   0.000   \n",
       "1.521333e+09   3.441  0.069160   0.471  0.069161    0.328  0.069216   0.000   \n",
       "1.521333e+09   2.916  0.068780   0.676  0.068781    0.390  0.068873   0.000   \n",
       "1.521333e+09   0.897  0.068470   0.247  0.068473    0.523  0.068547   0.481   \n",
       "1.521334e+09   2.142  0.068148   0.507  0.068155    0.575  0.068233   0.000   \n",
       "1.521334e+09   0.000  0.068240   0.000  0.068240    0.000  0.068296   0.001   \n",
       "1.521334e+09  16.982  0.068198   4.653  0.068199    0.039  0.068200   0.000   \n",
       "1.521335e+09   0.267  0.068175   0.382  0.068210    9.464  0.068248   0.226   \n",
       "1.521335e+09   0.000  0.068700   0.000  0.068700    0.000  0.068749   7.681   \n",
       "1.521336e+09  18.740  0.068711   6.828  0.068712    2.439  0.068794   7.096   \n",
       "1.521336e+09  60.466  0.068571  29.886  0.068573    0.551  0.068647   0.001   \n",
       "1.521336e+09   0.000  0.068870   0.000  0.068871    0.000  0.068897   0.464   \n",
       "1.521337e+09  10.935  0.068951   1.684  0.068958    0.010  0.069033   0.386   \n",
       "1.521337e+09   0.038  0.068860   0.044  0.068862   20.481  0.068922   0.000   \n",
       "1.521337e+09   0.000  0.069192   0.000  0.069207    0.000  0.068990   3.236   \n",
       "1.521338e+09   1.683  0.068930   0.727  0.068931  203.752  0.068996   0.000   \n",
       "1.521338e+09   0.000  0.068944   0.000  0.068947    0.000  0.068891   0.217   \n",
       "1.521338e+09   0.376  0.068514   0.732  0.068515    0.125  0.068590   0.000   \n",
       "1.521339e+09   0.000  0.068755   0.000  0.068771    0.000  0.068507  10.074   \n",
       "1.521339e+09   0.183  0.068301   0.001  0.068304   13.721  0.068378   1.495   \n",
       "1.521340e+09   0.854  0.068340   4.919  0.068341    0.001  0.068413   0.100   \n",
       "1.521340e+09   3.790  0.068113   1.691  0.068114    1.468  0.068204   6.854   \n",
       "1.521340e+09   0.998  0.068012   0.905  0.068013    1.470  0.068099   0.000   \n",
       "1.521341e+09   1.618  0.067869   0.200  0.067870    7.430  0.067984   0.964   \n",
       "1.521341e+09   0.575  0.067811   0.001  0.067812    0.001  0.067889   0.358   \n",
       "1.521341e+09   0.093  0.067500  14.977  0.067501    0.001  0.067580   0.000   \n",
       "1.521342e+09   0.000  0.067282   0.000  0.067282    0.000  0.067359   0.972   \n",
       "1.521342e+09   0.000  0.067665   0.000  0.067666    0.000  0.067742   1.172   \n",
       "1.521342e+09   0.700  0.067781   0.750  0.067800   10.920  0.067868   2.249   \n",
       "1.521343e+09   0.309  0.067353   0.400  0.067400    3.896  0.067467   0.000   \n",
       "...              ...       ...     ...       ...      ...       ...     ...   \n",
       "1.524754e+09   0.280  0.071457   0.507  0.071458    1.118  0.071531   0.546   \n",
       "1.524754e+09   0.279  0.071488  12.749  0.071489    1.117  0.071559   0.822   \n",
       "1.524754e+09   0.560  0.071347   0.560  0.071352    1.120  0.071419   0.294   \n",
       "1.524755e+09  15.900  0.071292   0.001  0.071293    0.442  0.071363   1.503   \n",
       "1.524755e+09   1.775  0.071281   1.304  0.071282    1.120  0.071366   1.120   \n",
       "1.524756e+09   0.001  0.071341   1.135  0.071342    0.020  0.071410   1.302   \n",
       "1.524756e+09   0.560  0.071345   2.942  0.071346    1.120  0.071424   0.560   \n",
       "1.524756e+09   0.560  0.071300   0.560  0.071301    0.158  0.071368   0.495   \n",
       "1.524757e+09   0.050  0.071296  10.270  0.071302    6.221  0.071327   2.901   \n",
       "1.524757e+09   0.560  0.071271   6.816  0.071272    1.121  0.071345   0.123   \n",
       "1.524757e+09   0.560  0.071273   0.560  0.071275    0.001  0.071345   0.001   \n",
       "1.524758e+09   0.069  0.071282   0.560  0.071283    1.121  0.071356   0.473   \n",
       "1.524758e+09  80.053  0.071252   0.001  0.071254    0.001  0.071319   0.857   \n",
       "1.524758e+09   0.280  0.071271   1.279  0.071272    0.543  0.071351   4.655   \n",
       "1.524759e+09   4.852  0.071257   0.526  0.071258    0.654  0.071329   0.001   \n",
       "1.524759e+09   0.887  0.071239   0.060  0.071242    0.001  0.071310   0.373   \n",
       "1.524759e+09   1.897  0.071214   0.329  0.071216    1.161  0.071304   1.263   \n",
       "1.524760e+09  15.840  0.071271   0.560  0.071273    1.121  0.071357   0.001   \n",
       "1.524760e+09   0.280  0.071403   0.358  0.071404    1.119  0.071472   0.001   \n",
       "1.524761e+09  11.600  0.071402   0.107  0.071410    0.302  0.071474   0.003   \n",
       "1.524761e+09   1.119  0.071374   0.068  0.071375    7.570  0.071438   2.546   \n",
       "1.524761e+09   0.280  0.071434   0.720  0.071438    1.575  0.071497   1.678   \n",
       "1.524762e+09   0.209  0.071497   0.832  0.071522    0.475  0.071589   0.559   \n",
       "1.524762e+09   2.700  0.071494   0.377  0.071496    0.080  0.071576   0.785   \n",
       "1.524762e+09   0.355  0.071440   0.013  0.071441    1.178  0.071509   1.707   \n",
       "1.524763e+09   1.118  0.071449   0.220  0.071453    0.556  0.071508   0.118   \n",
       "1.524763e+09   1.888  0.071460   6.996  0.071466    1.531  0.071530   0.025   \n",
       "1.524763e+09   0.000  0.071531   0.000  0.071533    0.000  0.071535   0.097   \n",
       "1.524764e+09   0.000  0.071489   0.000  0.071490    0.000  0.071510   0.330   \n",
       "1.524764e+09   0.130  0.071419   0.083  0.071421    1.118  0.071490   2.309   \n",
       "\n",
       "                  S_P2    S_V2      S_P3    S_V3      S_P4    S_V4      S_P5  \\\n",
       "1.521332e+09  0.069556   0.000  0.069556   0.000  0.069556   0.000  0.069556   \n",
       "1.521333e+09  0.069216   0.000  0.069216   0.000  0.069216   0.000  0.069216   \n",
       "1.521333e+09  0.068873   0.000  0.068873   0.000  0.068873   0.000  0.068873   \n",
       "1.521333e+09  0.068548   3.345  0.068550   0.350  0.068560   0.527  0.068592   \n",
       "1.521334e+09  0.068233   0.000  0.068233   0.000  0.068233   0.000  0.068233   \n",
       "1.521334e+09  0.068305   0.074  0.068334   6.295  0.068335   0.269  0.068346   \n",
       "1.521334e+09  0.068200   0.000  0.068200   0.000  0.068200   0.000  0.068200   \n",
       "1.521335e+09  0.068249  10.408  0.068250  55.872  0.068268   0.008  0.068270   \n",
       "1.521335e+09  0.068770   0.370  0.068777   3.608  0.068800   0.015  0.068804   \n",
       "1.521336e+09  0.068795   0.336  0.068801   1.312  0.068864   0.086  0.068865   \n",
       "1.521336e+09  0.068648   0.001  0.068649   0.050  0.068650   0.001  0.068652   \n",
       "1.521336e+09  0.068902   0.399  0.068910   1.301  0.068935   0.111  0.068940   \n",
       "1.521337e+09  0.069034   1.252  0.069035   0.185  0.069041   0.199  0.069042   \n",
       "1.521337e+09  0.068922   0.000  0.068922   0.000  0.068922   0.000  0.068922   \n",
       "1.521337e+09  0.068991   0.001  0.069000  10.388  0.069001   3.000  0.069003   \n",
       "1.521338e+09  0.068996   0.000  0.068996   0.000  0.068996   0.000  0.068996   \n",
       "1.521338e+09  0.068893   2.419  0.068894   0.566  0.068898   0.051  0.068900   \n",
       "1.521338e+09  0.068590   0.000  0.068590   0.000  0.068590   0.000  0.068590   \n",
       "1.521339e+09  0.068531   0.677  0.068541   0.672  0.068545   0.600  0.068576   \n",
       "1.521339e+09  0.068379   0.377  0.068380   2.281  0.068381   0.944  0.068382   \n",
       "1.521340e+09  0.068417   0.463  0.068422   0.106  0.068427  13.562  0.068448   \n",
       "1.521340e+09  0.068205   6.288  0.068206   0.572  0.068232  11.826  0.068259   \n",
       "1.521340e+09  0.068099   0.000  0.068099   0.000  0.068099   0.000  0.068099   \n",
       "1.521341e+09  0.067985   2.624  0.067986   3.329  0.067987   0.101  0.067988   \n",
       "1.521341e+09  0.067890   2.079  0.067891   0.396  0.067892   0.256  0.067894   \n",
       "1.521341e+09  0.067580   0.000  0.067580   0.000  0.067580   0.000  0.067580   \n",
       "1.521342e+09  0.067360   4.812  0.067361   0.525  0.067367   0.212  0.067368   \n",
       "1.521342e+09  0.067743   0.238  0.067744   0.996  0.067745   0.270  0.067746   \n",
       "1.521342e+09  0.067869   0.386  0.067874   0.575  0.067880   1.024  0.067889   \n",
       "1.521343e+09  0.067467   0.000  0.067467   0.000  0.067468   0.000  0.067468   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071532   0.181  0.071534   0.663  0.071535   2.308  0.071543   \n",
       "1.524754e+09  0.071560   0.279  0.071561   0.279  0.071563   0.279  0.071565   \n",
       "1.524754e+09  0.071420   0.560  0.071421   1.405  0.071441   0.795  0.071444   \n",
       "1.524755e+09  0.071364   1.775  0.071366   0.239  0.071369   0.885  0.071370   \n",
       "1.524755e+09  0.071367   0.146  0.071380   7.017  0.071381   0.280  0.071382   \n",
       "1.524756e+09  0.071414   0.228  0.071415   0.560  0.071417   0.280  0.071418   \n",
       "1.524756e+09  0.071425   1.210  0.071432   0.796  0.071433   0.560  0.071435   \n",
       "1.524756e+09  0.071369   0.264  0.071370   0.185  0.071374   0.602  0.071375   \n",
       "1.524757e+09  0.071328   0.353  0.071329   0.074  0.071331   0.280  0.071336   \n",
       "1.524757e+09  0.071348   0.796  0.071349   0.560  0.071354   0.890  0.071357   \n",
       "1.524757e+09  0.071346   0.048  0.071348   0.560  0.071349   4.983  0.071350   \n",
       "1.524758e+09  0.071357   0.513  0.071359   0.180  0.071361   0.798  0.071362   \n",
       "1.524758e+09  0.071322  11.059  0.071323   5.530  0.071324   1.940  0.071325   \n",
       "1.524758e+09  0.071364   0.280  0.071365  14.976  0.071368   1.000  0.071369   \n",
       "1.524759e+09  0.071330   3.680  0.071332   0.560  0.071334   1.822  0.071340   \n",
       "1.524759e+09  0.071311   0.829  0.071312   0.148  0.071313   0.969  0.071314   \n",
       "1.524759e+09  0.071308   1.137  0.071309   0.040  0.071310   0.073  0.071311   \n",
       "1.524760e+09  0.071358   0.060  0.071360   0.001  0.071366   0.560  0.071371   \n",
       "1.524760e+09  0.071473   4.624  0.071475   0.090  0.071477   0.560  0.071479   \n",
       "1.524761e+09  0.071475   0.221  0.071476   0.280  0.071478   1.409  0.071480   \n",
       "1.524761e+09  0.071440   1.497  0.071442   0.550  0.071446   0.709  0.071448   \n",
       "1.524761e+09  0.071498  13.564  0.071499   0.285  0.071500   2.055  0.071502   \n",
       "1.524762e+09  0.071590   0.420  0.071594   0.170  0.071595   2.034  0.071598   \n",
       "1.524762e+09  0.071577   1.292  0.071578   0.080  0.071580   1.289  0.071581   \n",
       "1.524762e+09  0.071510   0.001  0.071511  11.435  0.071515  15.711  0.071518   \n",
       "1.524763e+09  0.071509   2.309  0.071511   0.280  0.071515  15.770  0.071516   \n",
       "1.524763e+09  0.071531   0.370  0.071532   0.098  0.071533   1.259  0.071534   \n",
       "1.524763e+09  0.071536   0.611  0.071537   0.212  0.071539   0.271  0.071540   \n",
       "1.524764e+09  0.071511   0.064  0.071520   0.226  0.071529   0.280  0.071530   \n",
       "1.524764e+09  0.071495   0.037  0.071496   2.048  0.071497   3.151  0.071499   \n",
       "\n",
       "                S_V5      S_P6    S_V6      S_P7    S_V7      S_P8    S_V8  \\\n",
       "1.521332e+09   0.000  0.069556   0.000  0.069556   0.000  0.069556   0.000   \n",
       "1.521333e+09   0.000  0.069216   0.000  0.069217   0.000  0.069217   0.000   \n",
       "1.521333e+09   0.000  0.068873   0.000  0.068873   0.000  0.068873   0.000   \n",
       "1.521333e+09   0.758  0.068601   0.889  0.068602   0.841  0.068603   0.759   \n",
       "1.521334e+09   0.000  0.068233   0.000  0.068233   0.000  0.068233   0.000   \n",
       "1.521334e+09   0.170  0.068353   0.543  0.068357   0.230  0.068362   0.160   \n",
       "1.521334e+09   0.000  0.068200   0.000  0.068200   0.000  0.068200   0.000   \n",
       "1.521335e+09  39.190  0.068289   0.082  0.068298   0.152  0.068307   0.650   \n",
       "1.521335e+09   0.034  0.068808   0.762  0.068809   0.209  0.068810   0.073   \n",
       "1.521336e+09   0.711  0.068867   2.178  0.068868   0.764  0.068869   0.572   \n",
       "1.521336e+09   2.060  0.068655   0.345  0.068657   0.050  0.068660   0.225   \n",
       "1.521336e+09   0.119  0.068950   0.185  0.068960   0.809  0.068962   0.238   \n",
       "1.521337e+09   0.119  0.069043   0.159  0.069044   0.119  0.069054   0.015   \n",
       "1.521337e+09   0.000  0.068922   0.000  0.068922   0.000  0.068922   0.000   \n",
       "1.521337e+09   0.338  0.069012   0.001  0.069021   0.238  0.069026   0.400   \n",
       "1.521338e+09   0.000  0.068996   0.000  0.068996   0.000  0.068996   0.000   \n",
       "1.521338e+09   3.572  0.068907   0.428  0.068909   2.217  0.068911   4.011   \n",
       "1.521338e+09   0.000  0.068591   0.000  0.068591   0.000  0.068591   0.000   \n",
       "1.521339e+09   0.767  0.068579   0.324  0.068583   0.220  0.068585   0.159   \n",
       "1.521339e+09   0.264  0.068386   0.064  0.068387   0.200  0.068388   0.168   \n",
       "1.521340e+09   0.498  0.068468   0.767  0.068469   0.100  0.068470   0.100   \n",
       "1.521340e+09   0.579  0.068266   1.106  0.068267   0.100  0.068269   0.043   \n",
       "1.521340e+09   0.000  0.068099   0.000  0.068099   0.000  0.068099   0.000   \n",
       "1.521341e+09   2.204  0.067989   0.498  0.067990   0.170  0.067992   7.773   \n",
       "1.521341e+09   0.256  0.067896   0.087  0.067898   0.400  0.067905   0.085   \n",
       "1.521341e+09   0.000  0.067580   0.000  0.067580   0.000  0.067580   0.000   \n",
       "1.521342e+09   0.753  0.067370   0.200  0.067371   0.100  0.067372   0.933   \n",
       "1.521342e+09   2.642  0.067747   0.162  0.067756   0.032  0.067763   0.074   \n",
       "1.521342e+09   0.077  0.067899   0.976  0.067900   0.010  0.067904   0.440   \n",
       "1.521343e+09   0.000  0.067468   0.000  0.067468   0.000  0.067468   0.000   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.880  0.071547   0.419  0.071551   0.560  0.071552   0.480   \n",
       "1.524754e+09   1.446  0.071566   0.279  0.071569   0.130  0.071570   0.860   \n",
       "1.524754e+09   0.338  0.071445  15.910  0.071449   0.280  0.071450   3.921   \n",
       "1.524755e+09   0.560  0.071371   0.144  0.071376   0.032  0.071394   0.794   \n",
       "1.524755e+09   0.001  0.071384   0.560  0.071385   0.560  0.071386   0.754   \n",
       "1.524756e+09   0.560  0.071419   0.890  0.071421   0.796  0.071422   0.280   \n",
       "1.524756e+09   0.548  0.071438   0.167  0.071439   1.909  0.071440  12.531   \n",
       "1.524756e+09   0.164  0.071376   0.280  0.071379   0.560  0.071380   0.074   \n",
       "1.524757e+09   0.001  0.071342   0.560  0.071344   0.560  0.071345  12.000   \n",
       "1.524757e+09   9.367  0.071358   0.560  0.071359   0.145  0.071365  16.977   \n",
       "1.524757e+09  15.035  0.071353   0.130  0.071354   3.576  0.071356   0.760   \n",
       "1.524758e+09   0.932  0.071364   0.694  0.071365   0.423  0.071366   0.423   \n",
       "1.524758e+09   0.122  0.071326   0.420  0.071327   6.660  0.071333   0.707   \n",
       "1.524758e+09   0.460  0.071370   1.492  0.071372   1.560  0.071376   0.130   \n",
       "1.524759e+09  28.754  0.071349   7.479  0.071350   4.936  0.071353   0.423   \n",
       "1.524759e+09   0.560  0.071315   0.560  0.071316   0.405  0.071317   0.797   \n",
       "1.524759e+09   1.879  0.071312   0.280  0.071313   0.030  0.071316   1.232   \n",
       "1.524760e+09   0.791  0.071372   0.560  0.071373   0.657  0.071378   0.346   \n",
       "1.524760e+09   0.560  0.071480   0.046  0.071481   0.462  0.071491   0.791   \n",
       "1.524761e+09  16.809  0.071481   1.000  0.071482  13.766  0.071485   0.678   \n",
       "1.524761e+09   1.734  0.071449   0.280  0.071450  10.484  0.071456   0.790   \n",
       "1.524761e+09   0.140  0.071503   0.352  0.071505   0.240  0.071506   1.154   \n",
       "1.524762e+09   0.698  0.071599   2.306  0.071600  40.971  0.071601   0.279   \n",
       "1.524762e+09   0.200  0.071582   0.508  0.071584   2.465  0.071585   0.130   \n",
       "1.524762e+09   0.054  0.071520  15.785  0.071521   1.861  0.071525   0.966   \n",
       "1.524763e+09   0.420  0.071518   0.025  0.071520   3.398  0.071526   0.424   \n",
       "1.524763e+09   0.280  0.071549   0.788  0.071550  16.302  0.071553   0.288   \n",
       "1.524763e+09  17.040  0.071542   0.784  0.071543   0.280  0.071544   1.262   \n",
       "1.524764e+09   6.754  0.071532   1.539  0.071534   0.691  0.071535   0.097   \n",
       "1.524764e+09   0.864  0.071501   1.207  0.071502   0.303  0.071508   0.456   \n",
       "\n",
       "                  S_P9    S_V9     S_P10   S_V10     S_P11   S_V11     S_P12  \\\n",
       "1.521332e+09  0.069556   0.000  0.069556   0.000  0.069556   0.000  0.069556   \n",
       "1.521333e+09  0.069217   0.000  0.069218   0.000  0.069219   0.000  0.069221   \n",
       "1.521333e+09  0.068873   0.000  0.068873   0.000  0.068873   0.000  0.068873   \n",
       "1.521333e+09  0.068606   2.014  0.068620   2.460  0.068642   0.100  0.068644   \n",
       "1.521334e+09  0.068233   0.000  0.068233   0.000  0.068233   0.000  0.068233   \n",
       "1.521334e+09  0.068363   0.110  0.068366   0.701  0.068373   0.100  0.068379   \n",
       "1.521334e+09  0.068200   0.000  0.068200   0.000  0.068200   0.000  0.068200   \n",
       "1.521335e+09  0.068309   3.515  0.068314   0.051  0.068322   0.675  0.068329   \n",
       "1.521335e+09  0.068838   0.252  0.068844   0.610  0.068860   0.400  0.068877   \n",
       "1.521336e+09  0.068871   0.391  0.068875   0.123  0.068878   0.145  0.068881   \n",
       "1.521336e+09  0.068667   0.400  0.068674   0.016  0.068690   5.684  0.068701   \n",
       "1.521336e+09  0.068964   1.086  0.068965   2.172  0.068986   0.766  0.068990   \n",
       "1.521337e+09  0.069071   0.150  0.069076   0.732  0.069080   0.783  0.069088   \n",
       "1.521337e+09  0.068922   0.000  0.068922   0.000  0.068922   0.000  0.068922   \n",
       "1.521337e+09  0.069032   1.618  0.069036   0.400  0.069037   0.324  0.069040   \n",
       "1.521338e+09  0.068996   0.000  0.068996   0.000  0.068996   0.000  0.068996   \n",
       "1.521338e+09  0.068918   3.400  0.068920  21.724  0.068934   0.050  0.068942   \n",
       "1.521338e+09  0.068591   0.000  0.068591   0.000  0.068591   0.000  0.068591   \n",
       "1.521339e+09  0.068586   2.253  0.068587   7.171  0.068588   0.304  0.068589   \n",
       "1.521339e+09  0.068393   0.100  0.068396   0.100  0.068397   0.001  0.068398   \n",
       "1.521340e+09  0.068472   1.211  0.068480   1.152  0.068481   0.100  0.068483   \n",
       "1.521340e+09  0.068270   0.100  0.068274   0.100  0.068285   0.533  0.068286   \n",
       "1.521340e+09  0.068099   0.000  0.068099   0.000  0.068099   0.000  0.068099   \n",
       "1.521341e+09  0.067995   0.335  0.068000  12.671  0.068027   4.999  0.068028   \n",
       "1.521341e+09  0.067907   0.422  0.067908   0.589  0.067909   2.679  0.067928   \n",
       "1.521341e+09  0.067580   0.000  0.067580   0.000  0.067580   0.000  0.067580   \n",
       "1.521342e+09  0.067374   0.100  0.067379   0.245  0.067380   1.169  0.067387   \n",
       "1.521342e+09  0.067771   0.405  0.067794   0.421  0.067795   0.536  0.067798   \n",
       "1.521342e+09  0.067912   0.103  0.067926   0.596  0.067928   0.451  0.067950   \n",
       "1.521343e+09  0.067469   0.000  0.067469   0.000  0.067471   0.000  0.067467   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071558   0.558  0.071560   0.279  0.071561   0.279  0.071562   \n",
       "1.524754e+09  0.071577   0.200  0.071578   0.558  0.071580   1.941  0.071583   \n",
       "1.524754e+09  0.071451   0.140  0.071454   0.311  0.071458   0.560  0.071460   \n",
       "1.524755e+09  0.071395  15.900  0.071402   0.560  0.071405   0.560  0.071406   \n",
       "1.524755e+09  0.071389   0.970  0.071390  16.882  0.071392   0.455  0.071394   \n",
       "1.524756e+09  0.071424   0.280  0.071427   0.123  0.071428   0.001  0.071429   \n",
       "1.524756e+09  0.071444   0.054  0.071446   0.560  0.071450   0.560  0.071452   \n",
       "1.524756e+09  0.071382   0.130  0.071383   0.200  0.071385   0.361  0.071387   \n",
       "1.524757e+09  0.071346   0.220  0.071347   0.324  0.071349   2.314  0.071356   \n",
       "1.524757e+09  0.071366   0.423  0.071369   3.456  0.071370   3.473  0.071371   \n",
       "1.524757e+09  0.071357   2.448  0.071358   0.088  0.071364   0.560  0.071365   \n",
       "1.524758e+09  0.071369   0.422  0.071370   3.473  0.071371   5.368  0.071372   \n",
       "1.524758e+09  0.071335   0.560  0.071336   0.508  0.071337   0.073  0.071338   \n",
       "1.524758e+09  0.071378   0.560  0.071380  22.408  0.071381   6.671  0.071382   \n",
       "1.524759e+09  0.071357   0.127  0.071358   0.560  0.071361   0.417  0.071364   \n",
       "1.524759e+09  0.071318   0.471  0.071320   0.122  0.071321   0.330  0.071323   \n",
       "1.524759e+09  0.071320   0.280  0.071322  29.129  0.071323   7.495  0.071324   \n",
       "1.524760e+09  0.071379   0.560  0.071380  15.840  0.071382   0.560  0.071388   \n",
       "1.524760e+09  0.071494   0.300  0.071497   1.493  0.071499   0.178  0.071500   \n",
       "1.524761e+09  0.071486   0.280  0.071488   0.560  0.071495   0.791  0.071496   \n",
       "1.524761e+09  0.071457   0.560  0.071459   0.001  0.071460   0.560  0.071461   \n",
       "1.524761e+09  0.071507   1.315  0.071511   0.330  0.071512   0.021  0.071520   \n",
       "1.524762e+09  0.071605   0.170  0.071606   0.058  0.071607  34.136  0.071612   \n",
       "1.524762e+09  0.071586   4.006  0.071588   0.001  0.071590  13.682  0.071593   \n",
       "1.524762e+09  0.071527   0.165  0.071528   0.330  0.071529  11.000  0.071530   \n",
       "1.524763e+09  0.071527   0.199  0.071529  11.000  0.071531   1.385  0.071534   \n",
       "1.524763e+09  0.071555   7.000  0.071557   1.031  0.071560   0.228  0.071564   \n",
       "1.524763e+09  0.071545   0.245  0.071549   6.993  0.071550  30.356  0.071553   \n",
       "1.524764e+09  0.071536   0.402  0.071543   0.280  0.071544   0.203  0.071545   \n",
       "1.524764e+09  0.071510   0.053  0.071512   1.000  0.071515  15.800  0.071516   \n",
       "\n",
       "               S_V12     S_P13   S_V13     S_P14   S_V14     S_P15   S_V15  \\\n",
       "1.521332e+09   0.000  0.069556   0.000  0.069556   1.724  0.069557   0.283   \n",
       "1.521333e+09   0.000  0.069226   0.000  0.069215   1.451  0.069237   0.500   \n",
       "1.521333e+09   0.000  0.068873   0.000  0.068874   0.000  0.068873   1.528   \n",
       "1.521333e+09   5.200  0.068649   0.275  0.068663   0.159  0.068664   0.334   \n",
       "1.521334e+09   0.000  0.068233   0.000  0.068233   0.000  0.068233   0.000   \n",
       "1.521334e+09   0.335  0.068383   0.262  0.068387   0.120  0.068393   0.062   \n",
       "1.521334e+09   0.000  0.068200   0.000  0.068200   0.000  0.068200   0.000   \n",
       "1.521335e+09   1.162  0.068333   0.262  0.068336   5.115  0.068337   0.120   \n",
       "1.521335e+09   0.746  0.068888   0.248  0.068894   0.056  0.068895   0.709   \n",
       "1.521336e+09   1.341  0.068888   0.645  0.068898   0.320  0.068900   3.454   \n",
       "1.521336e+09   0.542  0.068706   0.298  0.068707   0.304  0.068710   0.304   \n",
       "1.521336e+09   0.264  0.068991   0.320  0.068994   0.131  0.068999   0.705   \n",
       "1.521337e+09   0.400  0.069090   3.337  0.069097   0.766  0.069100   5.610   \n",
       "1.521337e+09   0.000  0.068922   0.000  0.068922   0.000  0.068922   0.000   \n",
       "1.521337e+09   0.151  0.069042   0.613  0.069047   2.180  0.069050   0.523   \n",
       "1.521338e+09   0.000  0.068996   0.000  0.068996   0.000  0.068997   0.000   \n",
       "1.521338e+09   0.479  0.068949   0.569  0.068950  23.978  0.068963   0.001   \n",
       "1.521338e+09   0.000  0.068592   0.000  0.068593   0.000  0.068596   0.000   \n",
       "1.521339e+09   0.200  0.068596   1.395  0.068599   0.070  0.068600  25.965   \n",
       "1.521339e+09   0.287  0.068399   0.100  0.068400   0.989  0.068412   0.100   \n",
       "1.521340e+09   0.270  0.068485   0.271  0.068493   0.400  0.068495   3.583   \n",
       "1.521340e+09   0.285  0.068294   0.271  0.068295   2.711  0.068296   4.331   \n",
       "1.521340e+09   0.000  0.068099   0.000  0.068099   0.000  0.068099   0.000   \n",
       "1.521341e+09   4.100  0.068035   0.146  0.068036   0.536  0.068038   0.100   \n",
       "1.521341e+09   0.017  0.067934   0.770  0.067935   3.367  0.067936   1.485   \n",
       "1.521341e+09   0.000  0.067580   0.000  0.067580   0.000  0.067580   0.000   \n",
       "1.521342e+09   0.200  0.067404   0.250  0.067409   0.090  0.067426   0.400   \n",
       "1.521342e+09   0.446  0.067800   0.015  0.067806   0.272  0.067810   0.366   \n",
       "1.521342e+09   0.366  0.067955   0.272  0.067959   0.427  0.067974   0.448   \n",
       "1.521343e+09   1.869  0.067476   0.367  0.067478   3.645  0.067480   0.509   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.221  0.071565   0.138  0.071567   0.279  0.071568   0.279   \n",
       "1.524754e+09   0.140  0.071585   1.490  0.071588   0.140  0.071589   0.558   \n",
       "1.524754e+09   0.130  0.071467   1.031  0.071469   0.909  0.071470   0.743   \n",
       "1.524755e+09   0.129  0.071408   0.560  0.071412   0.560  0.071413   0.633   \n",
       "1.524755e+09   0.001  0.071396   0.795  0.071397   0.560  0.071399  34.136   \n",
       "1.524756e+09   0.185  0.071430   1.311  0.071434   0.560  0.071435   1.575   \n",
       "1.524756e+09   0.385  0.071467   0.785  0.071480   0.501  0.071481   0.752   \n",
       "1.524756e+09   0.013  0.071391   0.560  0.071394   0.560  0.071396   0.560   \n",
       "1.524757e+09   1.262  0.071357   0.442  0.071358   0.560  0.071360  15.940   \n",
       "1.524757e+09   0.560  0.071372   0.312  0.071373   0.528  0.071374  73.843   \n",
       "1.524757e+09  15.970  0.071366   0.423  0.071370   3.473  0.071371   0.560   \n",
       "1.524758e+09   0.300  0.071373   1.794  0.071374  73.843  0.071379   0.560   \n",
       "1.524758e+09   0.560  0.071340   0.560  0.071343   0.797  0.071344   1.179   \n",
       "1.524758e+09   0.369  0.071383   0.052  0.071385   0.761  0.071387   0.013   \n",
       "1.524759e+09   0.545  0.071366   0.330  0.071369   0.260  0.071370   1.492   \n",
       "1.524759e+09   0.196  0.071325  18.524  0.071327   0.560  0.071329   0.494   \n",
       "1.524759e+09   0.578  0.071325   0.825  0.071326   0.280  0.071327   0.196   \n",
       "1.524760e+09   0.280  0.071389   1.329  0.071392   0.535  0.071394   0.560   \n",
       "1.524760e+09   8.839  0.071502   0.140  0.071503   0.352  0.071505   0.240   \n",
       "1.524761e+09   0.200  0.071497   1.493  0.071499  14.178  0.071500   8.756   \n",
       "1.524761e+09   0.215  0.071462   0.560  0.071464   5.000  0.071465   0.056   \n",
       "1.524761e+09  30.342  0.071523   0.510  0.071524   0.287  0.071527   0.272   \n",
       "1.524762e+09   2.159  0.071613   0.089  0.071614   0.279  0.071615   0.319   \n",
       "1.524762e+09   0.140  0.071594  12.915  0.071595  17.566  0.071598   0.206   \n",
       "1.524762e+09   2.442  0.071531   0.732  0.071534   0.511  0.071535   6.000   \n",
       "1.524763e+09   0.529  0.071535   8.541  0.071536   0.560  0.071538   0.001   \n",
       "1.524763e+09   0.558  0.071567   0.279  0.071568   0.449  0.071570   0.603   \n",
       "1.524763e+09   0.288  0.071555   9.687  0.071560   0.228  0.071564   0.558   \n",
       "1.524764e+09  16.035  0.071548   0.784  0.071549   6.993  0.071550  16.762   \n",
       "1.524764e+09   0.280  0.071519   0.280  0.071520   0.069  0.071525   0.081   \n",
       "\n",
       "                 S_P16   S_V16     S_P17   S_V17     S_P18   S_V18     S_P19  \\\n",
       "1.521332e+09  0.069558   4.166  0.069559   0.870  0.069560  23.200  0.069568   \n",
       "1.521333e+09  0.069238   0.001  0.069241   0.278  0.069244   1.933  0.069247   \n",
       "1.521333e+09  0.068874   1.332  0.068875   1.362  0.068879   0.075  0.068896   \n",
       "1.521333e+09  0.068670   0.684  0.068673   0.635  0.068678   5.586  0.068679   \n",
       "1.521334e+09  0.068234   0.000  0.068233   4.103  0.068234   1.311  0.068236   \n",
       "1.521334e+09  0.068396   1.166  0.068408   0.100  0.068418   0.159  0.068419   \n",
       "1.521334e+09  0.068200   0.000  0.068201   0.000  0.068201   0.000  0.068202   \n",
       "1.521335e+09  0.068344   0.320  0.068348   0.240  0.068358   0.100  0.068360   \n",
       "1.521335e+09  0.068896  71.589  0.068897   1.641  0.068900   0.015  0.068912   \n",
       "1.521336e+09  0.068906   0.264  0.068933   0.451  0.068937   0.400  0.068959   \n",
       "1.521336e+09  0.068713   0.765  0.068714   0.302  0.068717   0.547  0.068736   \n",
       "1.521336e+09  0.069009   0.840  0.069015   1.163  0.069026   0.400  0.069030   \n",
       "1.521337e+09  0.069104   0.400  0.069107   0.200  0.069116   1.219  0.069117   \n",
       "1.521337e+09  0.068922   0.000  0.068922   0.000  0.068922   0.000  0.068922   \n",
       "1.521337e+09  0.069052   6.500  0.069054   0.015  0.069090   3.337  0.069099   \n",
       "1.521338e+09  0.068997   0.000  0.068997   0.000  0.068997   0.000  0.068999   \n",
       "1.521338e+09  0.069007  13.578  0.069011   0.819  0.069020   0.646  0.069021   \n",
       "1.521338e+09  0.068590   0.001  0.068601   0.100  0.068602   1.168  0.068618   \n",
       "1.521339e+09  0.068601   2.000  0.068611   2.500  0.068613   0.406  0.068621   \n",
       "1.521339e+09  0.068413   0.063  0.068414   0.582  0.068415  10.174  0.068418   \n",
       "1.521340e+09  0.068500  26.550  0.068526   0.056  0.068527   0.210  0.068537   \n",
       "1.521340e+09  0.068297   0.202  0.068298   0.466  0.068300   0.158  0.068301   \n",
       "1.521340e+09  0.068099   0.000  0.068100   0.000  0.068099   0.247  0.068100   \n",
       "1.521341e+09  0.068046   0.272  0.068047   0.313  0.068050   0.811  0.068054   \n",
       "1.521341e+09  0.067944   0.910  0.067948   0.400  0.067949   0.001  0.067950   \n",
       "1.521341e+09  0.067580   0.000  0.067580   0.000  0.067580   0.000  0.067580   \n",
       "1.521342e+09  0.067427   0.080  0.067428   0.958  0.067430   4.644  0.067431   \n",
       "1.521342e+09  0.067818   0.229  0.067835   0.244  0.067844   0.056  0.067848   \n",
       "1.521342e+09  0.067975   1.540  0.067981   0.771  0.067987   0.287  0.067990   \n",
       "1.521343e+09  0.067485   0.120  0.067490   1.407  0.067501   0.961  0.067511   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071571   0.330  0.071576   0.462  0.071585   0.435  0.071586   \n",
       "1.524754e+09  0.071591   0.001  0.071600   1.702  0.071601   0.279  0.071605   \n",
       "1.524754e+09  0.071472  30.881  0.071473   0.200  0.071474   0.016  0.071479   \n",
       "1.524755e+09  0.071425   0.908  0.071427   0.280  0.071428   0.280  0.071429   \n",
       "1.524755e+09  0.071400  14.985  0.071403   0.560  0.071405   0.375  0.071408   \n",
       "1.524756e+09  0.071438   0.760  0.071452   8.798  0.071453   4.201  0.071455   \n",
       "1.524756e+09  0.071484   0.560  0.071493   0.440  0.071495   4.000  0.071496   \n",
       "1.524756e+09  0.071398   0.281  0.071400   0.251  0.071406   0.560  0.071407   \n",
       "1.524757e+09  0.071365   1.027  0.071368   0.330  0.071370   3.473  0.071371   \n",
       "1.524757e+09  0.071379   0.560  0.071385   0.761  0.071386   0.100  0.071387   \n",
       "1.524757e+09  0.071372   0.312  0.071373   0.443  0.071374  73.843  0.071379   \n",
       "1.524758e+09  0.071383   0.135  0.071385   4.217  0.071387   0.325  0.071390   \n",
       "1.524758e+09  0.071348   0.585  0.071350   3.160  0.071351   0.513  0.071354   \n",
       "1.524758e+09  0.071388   0.100  0.071389   0.369  0.071390   2.882  0.071391   \n",
       "1.524759e+09  0.071372   1.560  0.071373   2.100  0.071378   0.560  0.071380   \n",
       "1.524759e+09  0.071330   0.410  0.071334   6.979  0.071339   0.200  0.071340   \n",
       "1.524759e+09  0.071328   0.560  0.071329   0.100  0.071330   0.280  0.071332   \n",
       "1.524760e+09  0.071395   0.835  0.071396   0.560  0.071398   0.281  0.071399   \n",
       "1.524760e+09  0.071506   1.154  0.071507   0.015  0.071512   0.021  0.071515   \n",
       "1.524761e+09  0.071502   0.140  0.071503   0.352  0.071505   0.340  0.071506   \n",
       "1.524761e+09  0.071468   1.255  0.071470   0.701  0.071475   0.321  0.071476   \n",
       "1.524761e+09  0.071528   0.247  0.071531   0.018  0.071533   2.000  0.071536   \n",
       "1.524762e+09  0.071617   0.078  0.071618   0.574  0.071619   0.484  0.071632   \n",
       "1.524762e+09  0.071600   6.331  0.071601   0.279  0.071602   0.270  0.071605   \n",
       "1.524762e+09  0.071536   0.560  0.071537   6.993  0.071538   0.001  0.071539   \n",
       "1.524763e+09  0.071539   0.280  0.071540  10.208  0.071541   0.036  0.071545   \n",
       "1.524763e+09  0.071571   4.201  0.071573   0.059  0.071574   0.558  0.071575   \n",
       "1.524763e+09  0.071567   0.279  0.071568   0.449  0.071569   1.031  0.071570   \n",
       "1.524764e+09  0.071553   0.288  0.071555   7.045  0.071560   0.228  0.071564   \n",
       "1.524764e+09  0.071529   0.322  0.071532   0.580  0.071533   0.031  0.071534   \n",
       "\n",
       "               S_V19     S_P20   S_V20       Mid  \n",
       "1.521332e+09   0.372  0.069569   1.248  0.069578  \n",
       "1.521333e+09   0.536  0.069250  19.809  0.069264  \n",
       "1.521333e+09   1.400  0.068899   5.695  0.068901  \n",
       "1.521333e+09   0.056  0.068680   2.021  0.068488  \n",
       "1.521334e+09   1.575  0.068245   0.939  0.068260  \n",
       "1.521334e+09   2.567  0.068425   0.275  0.068179  \n",
       "1.521334e+09   0.000  0.068200  68.448  0.068204  \n",
       "1.521335e+09   0.400  0.068364   0.400  0.068220  \n",
       "1.521335e+09   2.459  0.068913   1.531  0.068690  \n",
       "1.521336e+09   0.278  0.068962   0.238  0.068786  \n",
       "1.521336e+09   5.037  0.068740  22.823  0.068636  \n",
       "1.521336e+09   0.400  0.069031   1.331  0.068816  \n",
       "1.521337e+09   0.400  0.069123   0.518  0.069010  \n",
       "1.521337e+09   2.926  0.068923   0.767  0.068931  \n",
       "1.521337e+09   0.119  0.069100   5.610  0.068922  \n",
       "1.521338e+09   0.000  0.068996   0.653  0.069001  \n",
       "1.521338e+09   0.195  0.069025   2.500  0.068884  \n",
       "1.521338e+09   3.355  0.068621   0.100  0.068622  \n",
       "1.521339e+09   0.100  0.068626   0.100  0.068441  \n",
       "1.521339e+09   0.100  0.068419   0.100  0.068313  \n",
       "1.521340e+09   2.500  0.068545   0.110  0.068395  \n",
       "1.521340e+09   0.443  0.068309   0.767  0.068161  \n",
       "1.521340e+09   0.642  0.068101   1.257  0.068102  \n",
       "1.521341e+09   2.190  0.068056   1.160  0.067925  \n",
       "1.521341e+09   2.040  0.067954   1.820  0.067874  \n",
       "1.521341e+09   0.001  0.067581   0.518  0.067582  \n",
       "1.521342e+09   0.259  0.067432   0.287  0.067251  \n",
       "1.521342e+09   0.056  0.067849   8.046  0.067596  \n",
       "1.521342e+09   0.124  0.067991   0.790  0.067850  \n",
       "1.521343e+09   0.771  0.067512   1.017  0.067518  \n",
       "...              ...       ...     ...       ...  \n",
       "1.524754e+09   0.072  0.071589  25.885  0.071488  \n",
       "1.524754e+09   0.104  0.071606   1.123  0.071526  \n",
       "1.524754e+09   0.831  0.071488   0.120  0.071372  \n",
       "1.524755e+09   0.280  0.071430   0.280  0.071361  \n",
       "1.524755e+09   0.280  0.071409   0.280  0.071331  \n",
       "1.524756e+09   1.025  0.071468   0.938  0.071369  \n",
       "1.524756e+09   0.140  0.071497   0.100  0.071396  \n",
       "1.524756e+09   0.312  0.071415   0.560  0.071347  \n",
       "1.524757e+09   0.636  0.071373   0.628  0.071305  \n",
       "1.524757e+09   0.013  0.071391   0.560  0.071278  \n",
       "1.524757e+09   4.016  0.071382   0.100  0.071311  \n",
       "1.524758e+09   2.442  0.071391   0.560  0.071316  \n",
       "1.524758e+09   0.280  0.071355   0.200  0.071300  \n",
       "1.524758e+09   0.560  0.071393   3.765  0.071290  \n",
       "1.524759e+09  22.266  0.071381   6.671  0.071288  \n",
       "1.524759e+09  12.598  0.071342   0.545  0.071260  \n",
       "1.524759e+09   0.280  0.071334   0.544  0.071275  \n",
       "1.524760e+09   0.302  0.071400  13.215  0.071297  \n",
       "1.524760e+09   0.345  0.071519  29.060  0.071409  \n",
       "1.524761e+09   1.254  0.071507   0.015  0.071445  \n",
       "1.524761e+09   0.280  0.071479  29.060  0.071401  \n",
       "1.524761e+09   0.400  0.071537   0.100  0.071440  \n",
       "1.524762e+09   0.064  0.071634   0.112  0.071548  \n",
       "1.524762e+09   0.375  0.071606   0.058  0.071527  \n",
       "1.524762e+09   0.280  0.071540  10.208  0.071469  \n",
       "1.524763e+09   7.200  0.071547   0.167  0.071462  \n",
       "1.524763e+09   0.050  0.071576   0.357  0.071492  \n",
       "1.524763e+09   0.558  0.071573   0.059  0.071491  \n",
       "1.524764e+09   0.558  0.071567   0.279  0.071461  \n",
       "1.524764e+09   2.368  0.071535   0.055  0.071462  \n",
       "\n",
       "[9514 rows x 81 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_dict = {ts[i]:buy_orders[i] for i in range(len(ts))}\n",
    "train_df_80 = pd.DataFrame.from_dict(data_dict, orient='index')\n",
    "train_df_80.columns = columns\n",
    "train_df_80['Mid'] = mid_traded\n",
    "\n",
    "pd.set_option('display.max_columns', 81) \n",
    "train_df_80"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "AWkDx91v-QHo"
   },
   "outputs": [],
   "source": [
    "#0 vols have been created by me where data near mid did not exist. Chechikng how many rows have fake price (0 vol)  \n",
    "#train_df_80[(train_df_80['B_V1'] == 0) | (train_df_80['B_V20'] == 0) | (train_df_80['S_V1'] == 0) | (train_df_80['S_V20'] == 0)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "lHAiauwX-YHJ"
   },
   "outputs": [],
   "source": [
    "#test\n",
    "#n_one_side_of_mid_to_wing(price_vol(sells_dict)[1], mid_traded[1], 20, 'S') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "sCAwmLXfzJsB"
   },
   "outputs": [],
   "source": [
    "train_df_80.to_csv('/content/drive/My Drive/Vega/MachineLearning/data/binance/train_df_80.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "4GPb8bcBHb0r"
   },
   "source": [
    "Making a training data using next mid price (doing all the above steps just with mid price starting from 2nd value (index 1) to the end) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 34
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 1072,
     "status": "ok",
     "timestamp": 1540387213421,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "IClf6KjxP-1S",
    "outputId": "b35f1a23-4ce4-4e0d-8c75-a4e5ff2c1240"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.058888"
      ]
     },
     "execution_count": 12,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_mid = data.drop_duplicates('TimeStamp', keep='first').MidTraded.get_values().tolist()[1:] #starting from 2nd value (index 1)\n",
    "\n",
    "buys_next_mid = next_mid.copy()\n",
    "buys_next_mid.pop(2193) #delete extra timestamp, ts[2193] = (0.058777) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "gEClKUhwEv2b"
   },
   "outputs": [],
   "source": [
    "buy_orders = price_vol(buys_dict)\n",
    "\n",
    "buy_orders = all_orders_around_mid(buy_orders, buys_next_mid, 20, 'B')\n",
    "\n",
    "buy_orders.insert(2193, [0]*40) #adding a list with length 40 to index 2193, to make buys and sells same length"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "HP2VdXARDB3v"
   },
   "outputs": [],
   "source": [
    "sell_orders = price_vol(sells_dict)\n",
    "\n",
    "sell_orders = all_orders_around_mid(sell_orders, next_mid, 20, 'S')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "NFgzue4OFDTV"
   },
   "outputs": [],
   "source": [
    "for i in range(len(buy_orders)):\n",
    "  buy_orders[i].extend(sell_orders[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 59
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 691,
     "status": "ok",
     "timestamp": 1540384790961,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "-WqG6OBjFWAf",
    "outputId": "dab58293-1036-4048-ebfe-68dcacef0ba8"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.0685, 14.064, 0.06851, 50.0, 0.068516, 0.4, 0.068524, 0.4, 0.068535, 1.4580000000000002, 0.06854099999999999, 5.0, 0.06854500000000001, 0.051, 0.068549, 0.146, 0.068553, 0.219, 0.06856, 0.4, 0.068562, 0.056, 0.068573, 3.0, 0.068589, 0.2, 0.068591, 0.545, 0.068595, 0.334, 0.068596, 0.022, 0.0686, 0.054000000000000006, 0.068602, 0.12, 0.068608, 0.5429999999999999, 0.068609, 0.261, 0.068873, 1.528, 0.068874, 1.332, 0.068875, 1.362, 0.068879, 0.075, 0.068896, 1.4, 0.068899, 5.695, 0.06891, 0.244, 0.068922, 2.261, 0.06892899999999999, 2.818, 0.06893200000000001, 0.334, 0.06893300000000001, 0.759, 0.06893400000000001, 6.533, 0.068938, 0.861, 0.068939, 0.913, 0.06894600000000001, 3.2880000000000003, 0.068949, 0.5589999999999999, 0.06895, 0.299, 0.068951, 0.13, 0.068954, 0.4, 0.068957, 0.513]\n"
     ]
    }
   ],
   "source": [
    "print(buy_orders[2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1989
    },
    "colab_type": "code",
    "executionInfo": {
     "elapsed": 1923,
     "status": "ok",
     "timestamp": 1540387336032,
     "user": {
      "displayName": "Nargess Dadkhah",
      "photoUrl": "",
      "userId": "12926496080034863971"
     },
     "user_tz": -60
    },
    "id": "_rmJI3aqMAv2",
    "outputId": "6c60959e-9770-41ce-f1ab-2bd1489aac3f"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>B_P1</th>\n",
       "      <th>B_V1</th>\n",
       "      <th>B_P2</th>\n",
       "      <th>B_V2</th>\n",
       "      <th>B_P3</th>\n",
       "      <th>B_V3</th>\n",
       "      <th>B_P4</th>\n",
       "      <th>B_V4</th>\n",
       "      <th>B_P5</th>\n",
       "      <th>B_V5</th>\n",
       "      <th>B_P6</th>\n",
       "      <th>B_V6</th>\n",
       "      <th>B_P7</th>\n",
       "      <th>B_V7</th>\n",
       "      <th>B_P8</th>\n",
       "      <th>B_V8</th>\n",
       "      <th>B_P9</th>\n",
       "      <th>B_V9</th>\n",
       "      <th>B_P10</th>\n",
       "      <th>B_V10</th>\n",
       "      <th>B_P11</th>\n",
       "      <th>B_V11</th>\n",
       "      <th>B_P12</th>\n",
       "      <th>B_V12</th>\n",
       "      <th>B_P13</th>\n",
       "      <th>B_V13</th>\n",
       "      <th>B_P14</th>\n",
       "      <th>B_V14</th>\n",
       "      <th>B_P15</th>\n",
       "      <th>B_V15</th>\n",
       "      <th>B_P16</th>\n",
       "      <th>B_V16</th>\n",
       "      <th>B_P17</th>\n",
       "      <th>B_V17</th>\n",
       "      <th>B_P18</th>\n",
       "      <th>B_V18</th>\n",
       "      <th>B_P19</th>\n",
       "      <th>B_V19</th>\n",
       "      <th>B_P20</th>\n",
       "      <th>B_V20</th>\n",
       "      <th>S_P1</th>\n",
       "      <th>S_V1</th>\n",
       "      <th>S_P2</th>\n",
       "      <th>S_V2</th>\n",
       "      <th>S_P3</th>\n",
       "      <th>S_V3</th>\n",
       "      <th>S_P4</th>\n",
       "      <th>S_V4</th>\n",
       "      <th>S_P5</th>\n",
       "      <th>S_V5</th>\n",
       "      <th>S_P6</th>\n",
       "      <th>S_V6</th>\n",
       "      <th>S_P7</th>\n",
       "      <th>S_V7</th>\n",
       "      <th>S_P8</th>\n",
       "      <th>S_V8</th>\n",
       "      <th>S_P9</th>\n",
       "      <th>S_V9</th>\n",
       "      <th>S_P10</th>\n",
       "      <th>S_V10</th>\n",
       "      <th>S_P11</th>\n",
       "      <th>S_V11</th>\n",
       "      <th>S_P12</th>\n",
       "      <th>S_V12</th>\n",
       "      <th>S_P13</th>\n",
       "      <th>S_V13</th>\n",
       "      <th>S_P14</th>\n",
       "      <th>S_V14</th>\n",
       "      <th>S_P15</th>\n",
       "      <th>S_V15</th>\n",
       "      <th>S_P16</th>\n",
       "      <th>S_V16</th>\n",
       "      <th>S_P17</th>\n",
       "      <th>S_V17</th>\n",
       "      <th>S_P18</th>\n",
       "      <th>S_V18</th>\n",
       "      <th>S_P19</th>\n",
       "      <th>S_V19</th>\n",
       "      <th>S_P20</th>\n",
       "      <th>S_V20</th>\n",
       "      <th>next_Mid</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1.521332e+09</th>\n",
       "      <td>0.069267</td>\n",
       "      <td>0.381</td>\n",
       "      <td>0.069274</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.069275</td>\n",
       "      <td>0.597</td>\n",
       "      <td>0.069278</td>\n",
       "      <td>2.165</td>\n",
       "      <td>0.069281</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069282</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.069283</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.069289</td>\n",
       "      <td>0.022</td>\n",
       "      <td>0.069300</td>\n",
       "      <td>18.525</td>\n",
       "      <td>0.069306</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069309</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069313</td>\n",
       "      <td>0.367</td>\n",
       "      <td>0.069314</td>\n",
       "      <td>4.328</td>\n",
       "      <td>0.069316</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069319</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.069337</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.069343</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.069360</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.069363</td>\n",
       "      <td>0.109</td>\n",
       "      <td>0.069373</td>\n",
       "      <td>20.000</td>\n",
       "      <td>0.069556</td>\n",
       "      <td>1.724</td>\n",
       "      <td>0.069557</td>\n",
       "      <td>0.283</td>\n",
       "      <td>0.069558</td>\n",
       "      <td>4.166</td>\n",
       "      <td>0.069559</td>\n",
       "      <td>0.870</td>\n",
       "      <td>0.069560</td>\n",
       "      <td>23.200</td>\n",
       "      <td>0.069568</td>\n",
       "      <td>0.372</td>\n",
       "      <td>0.069569</td>\n",
       "      <td>1.248</td>\n",
       "      <td>0.069596</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069599</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069600</td>\n",
       "      <td>0.824</td>\n",
       "      <td>0.069609</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.069610</td>\n",
       "      <td>9.109</td>\n",
       "      <td>0.069612</td>\n",
       "      <td>0.261</td>\n",
       "      <td>0.069620</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.069626</td>\n",
       "      <td>0.989</td>\n",
       "      <td>0.069628</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.069636</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.069637</td>\n",
       "      <td>2.893</td>\n",
       "      <td>0.069642</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069662</td>\n",
       "      <td>0.007</td>\n",
       "      <td>0.069264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.068904</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068915</td>\n",
       "      <td>0.072</td>\n",
       "      <td>0.068916</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.068918</td>\n",
       "      <td>0.770</td>\n",
       "      <td>0.068920</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>21.730</td>\n",
       "      <td>0.068955</td>\n",
       "      <td>0.234</td>\n",
       "      <td>0.068964</td>\n",
       "      <td>6.072</td>\n",
       "      <td>0.068984</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.435</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068998</td>\n",
       "      <td>0.918</td>\n",
       "      <td>0.069000</td>\n",
       "      <td>33.989</td>\n",
       "      <td>0.069001</td>\n",
       "      <td>0.189</td>\n",
       "      <td>0.069002</td>\n",
       "      <td>0.188</td>\n",
       "      <td>0.069009</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069010</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.069011</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.069012</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.069016</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.069215</td>\n",
       "      <td>1.451</td>\n",
       "      <td>0.069237</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.069238</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069241</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.069244</td>\n",
       "      <td>1.933</td>\n",
       "      <td>0.069247</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.069250</td>\n",
       "      <td>19.809</td>\n",
       "      <td>0.069275</td>\n",
       "      <td>10.000</td>\n",
       "      <td>0.069276</td>\n",
       "      <td>0.819</td>\n",
       "      <td>0.069291</td>\n",
       "      <td>0.994</td>\n",
       "      <td>0.069294</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.069300</td>\n",
       "      <td>62.200</td>\n",
       "      <td>0.069305</td>\n",
       "      <td>0.847</td>\n",
       "      <td>0.069309</td>\n",
       "      <td>2.400</td>\n",
       "      <td>0.069310</td>\n",
       "      <td>0.788</td>\n",
       "      <td>0.069313</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069317</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.069324</td>\n",
       "      <td>6.345</td>\n",
       "      <td>0.069328</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.069330</td>\n",
       "      <td>1.275</td>\n",
       "      <td>0.068901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.068500</td>\n",
       "      <td>14.064</td>\n",
       "      <td>0.068510</td>\n",
       "      <td>50.000</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068524</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068535</td>\n",
       "      <td>1.458</td>\n",
       "      <td>0.068541</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068545</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.068549</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.068553</td>\n",
       "      <td>0.219</td>\n",
       "      <td>0.068560</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068562</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068573</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.068589</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068591</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.068595</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.068596</td>\n",
       "      <td>0.022</td>\n",
       "      <td>0.068600</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068608</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.068609</td>\n",
       "      <td>0.261</td>\n",
       "      <td>0.068873</td>\n",
       "      <td>1.528</td>\n",
       "      <td>0.068874</td>\n",
       "      <td>1.332</td>\n",
       "      <td>0.068875</td>\n",
       "      <td>1.362</td>\n",
       "      <td>0.068879</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.068896</td>\n",
       "      <td>1.400</td>\n",
       "      <td>0.068899</td>\n",
       "      <td>5.695</td>\n",
       "      <td>0.068910</td>\n",
       "      <td>0.244</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>2.261</td>\n",
       "      <td>0.068929</td>\n",
       "      <td>2.818</td>\n",
       "      <td>0.068932</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.068933</td>\n",
       "      <td>0.759</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>6.533</td>\n",
       "      <td>0.068938</td>\n",
       "      <td>0.861</td>\n",
       "      <td>0.068939</td>\n",
       "      <td>0.913</td>\n",
       "      <td>0.068946</td>\n",
       "      <td>3.288</td>\n",
       "      <td>0.068949</td>\n",
       "      <td>0.559</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.068951</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.068954</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068957</td>\n",
       "      <td>0.513</td>\n",
       "      <td>0.068488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521333e+09</th>\n",
       "      <td>0.068270</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.068276</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.068277</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068281</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068292</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>15.701</td>\n",
       "      <td>0.068302</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068310</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.068312</td>\n",
       "      <td>29.316</td>\n",
       "      <td>0.068322</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.068332</td>\n",
       "      <td>0.147</td>\n",
       "      <td>0.068340</td>\n",
       "      <td>1.317</td>\n",
       "      <td>0.068341</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068350</td>\n",
       "      <td>4.000</td>\n",
       "      <td>0.068358</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068359</td>\n",
       "      <td>0.365</td>\n",
       "      <td>0.068368</td>\n",
       "      <td>1.034</td>\n",
       "      <td>0.068371</td>\n",
       "      <td>0.261</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.299</td>\n",
       "      <td>0.068390</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068547</td>\n",
       "      <td>0.481</td>\n",
       "      <td>0.068548</td>\n",
       "      <td>3.345</td>\n",
       "      <td>0.068550</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068560</td>\n",
       "      <td>0.527</td>\n",
       "      <td>0.068592</td>\n",
       "      <td>0.758</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>0.889</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>0.841</td>\n",
       "      <td>0.068603</td>\n",
       "      <td>0.759</td>\n",
       "      <td>0.068606</td>\n",
       "      <td>2.014</td>\n",
       "      <td>0.068620</td>\n",
       "      <td>2.460</td>\n",
       "      <td>0.068642</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068644</td>\n",
       "      <td>5.200</td>\n",
       "      <td>0.068649</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068663</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068664</td>\n",
       "      <td>0.334</td>\n",
       "      <td>0.068670</td>\n",
       "      <td>0.684</td>\n",
       "      <td>0.068673</td>\n",
       "      <td>0.635</td>\n",
       "      <td>0.068678</td>\n",
       "      <td>5.586</td>\n",
       "      <td>0.068679</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068680</td>\n",
       "      <td>2.021</td>\n",
       "      <td>0.068260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068062</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068064</td>\n",
       "      <td>0.819</td>\n",
       "      <td>0.068067</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068069</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068070</td>\n",
       "      <td>0.707</td>\n",
       "      <td>0.068071</td>\n",
       "      <td>1.049</td>\n",
       "      <td>0.068074</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068075</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068090</td>\n",
       "      <td>0.533</td>\n",
       "      <td>0.068095</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068096</td>\n",
       "      <td>0.293</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>1.191</td>\n",
       "      <td>0.068105</td>\n",
       "      <td>0.673</td>\n",
       "      <td>0.068110</td>\n",
       "      <td>1.182</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068118</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068140</td>\n",
       "      <td>2.142</td>\n",
       "      <td>0.068148</td>\n",
       "      <td>0.507</td>\n",
       "      <td>0.068155</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>4.103</td>\n",
       "      <td>0.068234</td>\n",
       "      <td>1.311</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.068245</td>\n",
       "      <td>0.939</td>\n",
       "      <td>0.068261</td>\n",
       "      <td>1.217</td>\n",
       "      <td>0.068276</td>\n",
       "      <td>19.434</td>\n",
       "      <td>0.068290</td>\n",
       "      <td>2.021</td>\n",
       "      <td>0.068307</td>\n",
       "      <td>7.108</td>\n",
       "      <td>0.068322</td>\n",
       "      <td>0.818</td>\n",
       "      <td>0.068326</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0.068329</td>\n",
       "      <td>1.159</td>\n",
       "      <td>0.068344</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068345</td>\n",
       "      <td>5.130</td>\n",
       "      <td>0.068353</td>\n",
       "      <td>0.193</td>\n",
       "      <td>0.068363</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068364</td>\n",
       "      <td>3.131</td>\n",
       "      <td>0.068376</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.068377</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.781</td>\n",
       "      <td>0.068380</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068211</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.068230</td>\n",
       "      <td>2.965</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>0.434</td>\n",
       "      <td>0.068233</td>\n",
       "      <td>3.322</td>\n",
       "      <td>0.068234</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068235</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068235</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068236</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068237</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068237</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068238</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068238</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068239</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068239</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068240</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068240</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068241</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068241</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068242</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068296</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068305</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.068334</td>\n",
       "      <td>6.295</td>\n",
       "      <td>0.068335</td>\n",
       "      <td>0.269</td>\n",
       "      <td>0.068346</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.068353</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.068357</td>\n",
       "      <td>0.230</td>\n",
       "      <td>0.068362</td>\n",
       "      <td>0.160</td>\n",
       "      <td>0.068363</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068366</td>\n",
       "      <td>0.701</td>\n",
       "      <td>0.068373</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068379</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068383</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068387</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068393</td>\n",
       "      <td>0.062</td>\n",
       "      <td>0.068396</td>\n",
       "      <td>1.166</td>\n",
       "      <td>0.068408</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068418</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068419</td>\n",
       "      <td>2.567</td>\n",
       "      <td>0.068425</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521334e+09</th>\n",
       "      <td>0.068080</td>\n",
       "      <td>0.388</td>\n",
       "      <td>0.068085</td>\n",
       "      <td>0.430</td>\n",
       "      <td>0.068086</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068087</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068092</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.275</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.068104</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068114</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068129</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068132</td>\n",
       "      <td>2.847</td>\n",
       "      <td>0.068133</td>\n",
       "      <td>0.582</td>\n",
       "      <td>0.068136</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068146</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.068174</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068177</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068178</td>\n",
       "      <td>16.982</td>\n",
       "      <td>0.068198</td>\n",
       "      <td>4.653</td>\n",
       "      <td>0.068199</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068201</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068202</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068202</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068202</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068203</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068205</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068210</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>68.448</td>\n",
       "      <td>0.068220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521335e+09</th>\n",
       "      <td>0.068083</td>\n",
       "      <td>5.085</td>\n",
       "      <td>0.068091</td>\n",
       "      <td>0.399</td>\n",
       "      <td>0.068092</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068093</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.434</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.540</td>\n",
       "      <td>0.068116</td>\n",
       "      <td>2.055</td>\n",
       "      <td>0.068120</td>\n",
       "      <td>0.023</td>\n",
       "      <td>0.068129</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.068138</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068140</td>\n",
       "      <td>19.020</td>\n",
       "      <td>0.068145</td>\n",
       "      <td>1.956</td>\n",
       "      <td>0.068150</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.068164</td>\n",
       "      <td>0.076</td>\n",
       "      <td>0.068170</td>\n",
       "      <td>5.835</td>\n",
       "      <td>0.068171</td>\n",
       "      <td>0.553</td>\n",
       "      <td>0.068172</td>\n",
       "      <td>0.267</td>\n",
       "      <td>0.068175</td>\n",
       "      <td>0.382</td>\n",
       "      <td>0.068210</td>\n",
       "      <td>9.464</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.068540</td>\n",
       "      <td>3.053</td>\n",
       "      <td>0.068541</td>\n",
       "      <td>11.168</td>\n",
       "      <td>0.068542</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068548</td>\n",
       "      <td>0.388</td>\n",
       "      <td>0.068557</td>\n",
       "      <td>11.000</td>\n",
       "      <td>0.068564</td>\n",
       "      <td>16.329</td>\n",
       "      <td>0.068567</td>\n",
       "      <td>0.067</td>\n",
       "      <td>0.068587</td>\n",
       "      <td>0.096</td>\n",
       "      <td>0.068588</td>\n",
       "      <td>1.531</td>\n",
       "      <td>0.068589</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068596</td>\n",
       "      <td>0.156</td>\n",
       "      <td>0.068599</td>\n",
       "      <td>0.731</td>\n",
       "      <td>0.068600</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068610</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.874</td>\n",
       "      <td>0.068627</td>\n",
       "      <td>9.500</td>\n",
       "      <td>0.068633</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.068674</td>\n",
       "      <td>0.182</td>\n",
       "      <td>0.068690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521335e+09</th>\n",
       "      <td>0.068586</td>\n",
       "      <td>0.388</td>\n",
       "      <td>0.068599</td>\n",
       "      <td>199.900</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>160.797</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>6.956</td>\n",
       "      <td>0.068603</td>\n",
       "      <td>0.580</td>\n",
       "      <td>0.068607</td>\n",
       "      <td>0.514</td>\n",
       "      <td>0.068610</td>\n",
       "      <td>20.873</td>\n",
       "      <td>0.068617</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.910</td>\n",
       "      <td>0.068623</td>\n",
       "      <td>0.860</td>\n",
       "      <td>0.068630</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068631</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068650</td>\n",
       "      <td>0.546</td>\n",
       "      <td>0.068655</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.068658</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068666</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068671</td>\n",
       "      <td>0.517</td>\n",
       "      <td>0.068679</td>\n",
       "      <td>0.972</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>1.033</td>\n",
       "      <td>0.068691</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068750</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068751</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068751</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068751</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068752</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068753</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068754</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068760</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068749</td>\n",
       "      <td>7.681</td>\n",
       "      <td>0.068770</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.068777</td>\n",
       "      <td>3.608</td>\n",
       "      <td>0.068786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068641</td>\n",
       "      <td>3.160</td>\n",
       "      <td>0.068665</td>\n",
       "      <td>1.919</td>\n",
       "      <td>0.068679</td>\n",
       "      <td>0.833</td>\n",
       "      <td>0.068681</td>\n",
       "      <td>6.005</td>\n",
       "      <td>0.068683</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068684</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068686</td>\n",
       "      <td>1.827</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068704</td>\n",
       "      <td>12.038</td>\n",
       "      <td>0.068705</td>\n",
       "      <td>0.567</td>\n",
       "      <td>0.068710</td>\n",
       "      <td>18.740</td>\n",
       "      <td>0.068711</td>\n",
       "      <td>6.828</td>\n",
       "      <td>0.068712</td>\n",
       "      <td>2.439</td>\n",
       "      <td>0.068712</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068713</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068713</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068714</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068714</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068715</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068715</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068794</td>\n",
       "      <td>7.096</td>\n",
       "      <td>0.068795</td>\n",
       "      <td>0.336</td>\n",
       "      <td>0.068801</td>\n",
       "      <td>1.312</td>\n",
       "      <td>0.068864</td>\n",
       "      <td>0.086</td>\n",
       "      <td>0.068865</td>\n",
       "      <td>0.711</td>\n",
       "      <td>0.068867</td>\n",
       "      <td>2.178</td>\n",
       "      <td>0.068868</td>\n",
       "      <td>0.764</td>\n",
       "      <td>0.068869</td>\n",
       "      <td>0.572</td>\n",
       "      <td>0.068871</td>\n",
       "      <td>0.391</td>\n",
       "      <td>0.068875</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.068878</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.068881</td>\n",
       "      <td>1.341</td>\n",
       "      <td>0.068888</td>\n",
       "      <td>0.645</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>3.454</td>\n",
       "      <td>0.068906</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068933</td>\n",
       "      <td>0.451</td>\n",
       "      <td>0.068937</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068959</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068962</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.068636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068480</td>\n",
       "      <td>1.351</td>\n",
       "      <td>0.068482</td>\n",
       "      <td>0.433</td>\n",
       "      <td>0.068487</td>\n",
       "      <td>0.143</td>\n",
       "      <td>0.068492</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.068499</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068500</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.068503</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.068512</td>\n",
       "      <td>0.915</td>\n",
       "      <td>0.068513</td>\n",
       "      <td>0.960</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068521</td>\n",
       "      <td>9.500</td>\n",
       "      <td>0.068522</td>\n",
       "      <td>6.000</td>\n",
       "      <td>0.068530</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.068542</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.068554</td>\n",
       "      <td>1.265</td>\n",
       "      <td>0.068560</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.068561</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068570</td>\n",
       "      <td>60.466</td>\n",
       "      <td>0.068571</td>\n",
       "      <td>29.886</td>\n",
       "      <td>0.068573</td>\n",
       "      <td>0.551</td>\n",
       "      <td>0.068701</td>\n",
       "      <td>0.542</td>\n",
       "      <td>0.068706</td>\n",
       "      <td>0.298</td>\n",
       "      <td>0.068707</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068710</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068713</td>\n",
       "      <td>0.765</td>\n",
       "      <td>0.068714</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.068717</td>\n",
       "      <td>0.547</td>\n",
       "      <td>0.068736</td>\n",
       "      <td>5.037</td>\n",
       "      <td>0.068740</td>\n",
       "      <td>22.823</td>\n",
       "      <td>0.068744</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068762</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068770</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068772</td>\n",
       "      <td>3.028</td>\n",
       "      <td>0.068774</td>\n",
       "      <td>3.789</td>\n",
       "      <td>0.068780</td>\n",
       "      <td>0.076</td>\n",
       "      <td>0.068782</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068791</td>\n",
       "      <td>7.249</td>\n",
       "      <td>0.068800</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.068801</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.068814</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521336e+09</th>\n",
       "      <td>0.068725</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068727</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.068729</td>\n",
       "      <td>29.319</td>\n",
       "      <td>0.068730</td>\n",
       "      <td>1.526</td>\n",
       "      <td>0.068731</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068740</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.068745</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068757</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068765</td>\n",
       "      <td>3.811</td>\n",
       "      <td>0.068766</td>\n",
       "      <td>0.576</td>\n",
       "      <td>0.068767</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068770</td>\n",
       "      <td>20.000</td>\n",
       "      <td>0.068780</td>\n",
       "      <td>0.630</td>\n",
       "      <td>0.068790</td>\n",
       "      <td>19.290</td>\n",
       "      <td>0.068792</td>\n",
       "      <td>1.453</td>\n",
       "      <td>0.068793</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.068794</td>\n",
       "      <td>15.255</td>\n",
       "      <td>0.068800</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068841</td>\n",
       "      <td>1.533</td>\n",
       "      <td>0.068844</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068897</td>\n",
       "      <td>0.464</td>\n",
       "      <td>0.068902</td>\n",
       "      <td>0.399</td>\n",
       "      <td>0.068910</td>\n",
       "      <td>1.301</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>0.111</td>\n",
       "      <td>0.068940</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.068960</td>\n",
       "      <td>0.809</td>\n",
       "      <td>0.068962</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.068964</td>\n",
       "      <td>1.086</td>\n",
       "      <td>0.068965</td>\n",
       "      <td>2.172</td>\n",
       "      <td>0.068986</td>\n",
       "      <td>0.766</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068991</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.068994</td>\n",
       "      <td>0.131</td>\n",
       "      <td>0.068999</td>\n",
       "      <td>0.705</td>\n",
       "      <td>0.069009</td>\n",
       "      <td>0.840</td>\n",
       "      <td>0.069010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068931</td>\n",
       "      <td>31.319</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>29.111</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>10.935</td>\n",
       "      <td>0.068951</td>\n",
       "      <td>1.684</td>\n",
       "      <td>0.068958</td>\n",
       "      <td>0.010</td>\n",
       "      <td>0.068962</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068965</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068969</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068972</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068976</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068979</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068983</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068986</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068993</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068997</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069004</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069007</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069011</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.069033</td>\n",
       "      <td>0.386</td>\n",
       "      <td>0.069034</td>\n",
       "      <td>1.252</td>\n",
       "      <td>0.069035</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.069041</td>\n",
       "      <td>0.199</td>\n",
       "      <td>0.069042</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069043</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.069044</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069054</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.069071</td>\n",
       "      <td>0.150</td>\n",
       "      <td>0.069076</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.069080</td>\n",
       "      <td>0.783</td>\n",
       "      <td>0.069088</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069090</td>\n",
       "      <td>3.337</td>\n",
       "      <td>0.069097</td>\n",
       "      <td>0.766</td>\n",
       "      <td>0.069100</td>\n",
       "      <td>5.610</td>\n",
       "      <td>0.069104</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069107</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.069116</td>\n",
       "      <td>1.219</td>\n",
       "      <td>0.069117</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.069123</td>\n",
       "      <td>0.518</td>\n",
       "      <td>0.068931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068792</td>\n",
       "      <td>0.391</td>\n",
       "      <td>0.068793</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.068794</td>\n",
       "      <td>0.426</td>\n",
       "      <td>0.068797</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068799</td>\n",
       "      <td>1.635</td>\n",
       "      <td>0.068800</td>\n",
       "      <td>0.088</td>\n",
       "      <td>0.068801</td>\n",
       "      <td>0.668</td>\n",
       "      <td>0.068802</td>\n",
       "      <td>1.370</td>\n",
       "      <td>0.068806</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.068814</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068825</td>\n",
       "      <td>1.624</td>\n",
       "      <td>0.068828</td>\n",
       "      <td>1.556</td>\n",
       "      <td>0.068832</td>\n",
       "      <td>0.213</td>\n",
       "      <td>0.068838</td>\n",
       "      <td>6.500</td>\n",
       "      <td>0.068839</td>\n",
       "      <td>1.688</td>\n",
       "      <td>0.068841</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068847</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.068849</td>\n",
       "      <td>0.038</td>\n",
       "      <td>0.068860</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.068862</td>\n",
       "      <td>20.481</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>2.926</td>\n",
       "      <td>0.068922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521337e+09</th>\n",
       "      <td>0.068817</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068820</td>\n",
       "      <td>1.569</td>\n",
       "      <td>0.068821</td>\n",
       "      <td>3.781</td>\n",
       "      <td>0.068826</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.068827</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068832</td>\n",
       "      <td>0.213</td>\n",
       "      <td>0.068833</td>\n",
       "      <td>2.220</td>\n",
       "      <td>0.068835</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068838</td>\n",
       "      <td>6.500</td>\n",
       "      <td>0.068839</td>\n",
       "      <td>0.569</td>\n",
       "      <td>0.068845</td>\n",
       "      <td>0.458</td>\n",
       "      <td>0.068855</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068858</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.068870</td>\n",
       "      <td>0.820</td>\n",
       "      <td>0.068884</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>0.780</td>\n",
       "      <td>0.068922</td>\n",
       "      <td>20.000</td>\n",
       "      <td>0.068930</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>320.717</td>\n",
       "      <td>0.068960</td>\n",
       "      <td>13.888</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068990</td>\n",
       "      <td>3.236</td>\n",
       "      <td>0.068991</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069000</td>\n",
       "      <td>10.388</td>\n",
       "      <td>0.069001</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.069001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068903</td>\n",
       "      <td>18.304</td>\n",
       "      <td>0.068904</td>\n",
       "      <td>1.683</td>\n",
       "      <td>0.068930</td>\n",
       "      <td>0.727</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>203.752</td>\n",
       "      <td>0.068931</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068932</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068932</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068933</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068933</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068935</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068936</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068936</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068937</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068937</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068938</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068938</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068939</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068996</td>\n",
       "      <td>0.653</td>\n",
       "      <td>0.069007</td>\n",
       "      <td>1.046</td>\n",
       "      <td>0.069008</td>\n",
       "      <td>3.179</td>\n",
       "      <td>0.069016</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.069018</td>\n",
       "      <td>0.519</td>\n",
       "      <td>0.069020</td>\n",
       "      <td>0.722</td>\n",
       "      <td>0.069025</td>\n",
       "      <td>3.347</td>\n",
       "      <td>0.069026</td>\n",
       "      <td>3.520</td>\n",
       "      <td>0.069027</td>\n",
       "      <td>0.057</td>\n",
       "      <td>0.069028</td>\n",
       "      <td>0.679</td>\n",
       "      <td>0.069029</td>\n",
       "      <td>1.730</td>\n",
       "      <td>0.069034</td>\n",
       "      <td>3.829</td>\n",
       "      <td>0.069050</td>\n",
       "      <td>13.578</td>\n",
       "      <td>0.069070</td>\n",
       "      <td>0.332</td>\n",
       "      <td>0.069071</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.069072</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.069090</td>\n",
       "      <td>3.337</td>\n",
       "      <td>0.069091</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.069096</td>\n",
       "      <td>1.219</td>\n",
       "      <td>0.069099</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.068884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068622</td>\n",
       "      <td>0.171</td>\n",
       "      <td>0.068626</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068627</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068630</td>\n",
       "      <td>0.510</td>\n",
       "      <td>0.068650</td>\n",
       "      <td>18.822</td>\n",
       "      <td>0.068651</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.068652</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.068667</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.068668</td>\n",
       "      <td>3.457</td>\n",
       "      <td>0.068669</td>\n",
       "      <td>8.653</td>\n",
       "      <td>0.068673</td>\n",
       "      <td>0.029</td>\n",
       "      <td>0.068674</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068675</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068683</td>\n",
       "      <td>18.304</td>\n",
       "      <td>0.068690</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068695</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068698</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.068700</td>\n",
       "      <td>1.848</td>\n",
       "      <td>0.068701</td>\n",
       "      <td>5.338</td>\n",
       "      <td>0.068725</td>\n",
       "      <td>0.321</td>\n",
       "      <td>0.068891</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.068893</td>\n",
       "      <td>2.419</td>\n",
       "      <td>0.068894</td>\n",
       "      <td>0.566</td>\n",
       "      <td>0.068898</td>\n",
       "      <td>0.051</td>\n",
       "      <td>0.068900</td>\n",
       "      <td>3.572</td>\n",
       "      <td>0.068907</td>\n",
       "      <td>0.428</td>\n",
       "      <td>0.068909</td>\n",
       "      <td>2.217</td>\n",
       "      <td>0.068911</td>\n",
       "      <td>4.011</td>\n",
       "      <td>0.068918</td>\n",
       "      <td>3.400</td>\n",
       "      <td>0.068920</td>\n",
       "      <td>21.724</td>\n",
       "      <td>0.068934</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068942</td>\n",
       "      <td>0.479</td>\n",
       "      <td>0.068949</td>\n",
       "      <td>0.569</td>\n",
       "      <td>0.068950</td>\n",
       "      <td>23.978</td>\n",
       "      <td>0.068963</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.069007</td>\n",
       "      <td>13.578</td>\n",
       "      <td>0.069011</td>\n",
       "      <td>0.819</td>\n",
       "      <td>0.069020</td>\n",
       "      <td>0.646</td>\n",
       "      <td>0.069021</td>\n",
       "      <td>0.195</td>\n",
       "      <td>0.069025</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521338e+09</th>\n",
       "      <td>0.068443</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.068448</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068451</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.068454</td>\n",
       "      <td>0.551</td>\n",
       "      <td>0.068455</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.068471</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.068486</td>\n",
       "      <td>0.917</td>\n",
       "      <td>0.068507</td>\n",
       "      <td>0.675</td>\n",
       "      <td>0.068513</td>\n",
       "      <td>0.376</td>\n",
       "      <td>0.068514</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.068515</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.068515</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068516</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068517</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068517</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068518</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068518</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068519</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068519</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068590</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068602</td>\n",
       "      <td>1.168</td>\n",
       "      <td>0.068618</td>\n",
       "      <td>3.355</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068625</td>\n",
       "      <td>0.726</td>\n",
       "      <td>0.068626</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068628</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068630</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.068642</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068643</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068650</td>\n",
       "      <td>1.306</td>\n",
       "      <td>0.068652</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068655</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068656</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068658</td>\n",
       "      <td>0.007</td>\n",
       "      <td>0.068668</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.068680</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068692</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068697</td>\n",
       "      <td>0.428</td>\n",
       "      <td>0.068441</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521339e+09</th>\n",
       "      <td>0.068315</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.068323</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068325</td>\n",
       "      <td>0.278</td>\n",
       "      <td>0.068327</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.068329</td>\n",
       "      <td>0.940</td>\n",
       "      <td>0.068332</td>\n",
       "      <td>0.580</td>\n",
       "      <td>0.068333</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.068342</td>\n",
       "      <td>1.600</td>\n",
       "      <td>0.068355</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.068364</td>\n",
       "      <td>0.392</td>\n",
       "      <td>0.068371</td>\n",
       "      <td>0.610</td>\n",
       "      <td>0.068372</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068394</td>\n",
       "      <td>0.188</td>\n",
       "      <td>0.068396</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.068399</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.068400</td>\n",
       "      <td>2.908</td>\n",
       "      <td>0.068472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068508</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068544</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068580</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068507</td>\n",
       "      <td>10.074</td>\n",
       "      <td>0.068531</td>\n",
       "      <td>0.677</td>\n",
       "      <td>0.068541</td>\n",
       "      <td>0.672</td>\n",
       "      <td>0.068545</td>\n",
       "      <td>0.600</td>\n",
       "      <td>0.068576</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068579</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.068583</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.068585</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068586</td>\n",
       "      <td>2.253</td>\n",
       "      <td>0.068587</td>\n",
       "      <td>7.171</td>\n",
       "      <td>0.068588</td>\n",
       "      <td>0.304</td>\n",
       "      <td>0.068589</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068596</td>\n",
       "      <td>1.395</td>\n",
       "      <td>0.068599</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068600</td>\n",
       "      <td>25.965</td>\n",
       "      <td>0.068601</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.068611</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068613</td>\n",
       "      <td>0.406</td>\n",
       "      <td>0.068621</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068626</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521339e+09</th>\n",
       "      <td>0.068188</td>\n",
       "      <td>0.695</td>\n",
       "      <td>0.068195</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068198</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>3.126</td>\n",
       "      <td>0.068204</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.068218</td>\n",
       "      <td>0.437</td>\n",
       "      <td>0.068219</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.068223</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>0.737</td>\n",
       "      <td>0.068242</td>\n",
       "      <td>0.590</td>\n",
       "      <td>0.068244</td>\n",
       "      <td>0.659</td>\n",
       "      <td>0.068246</td>\n",
       "      <td>0.310</td>\n",
       "      <td>0.068251</td>\n",
       "      <td>1.510</td>\n",
       "      <td>0.068261</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.068272</td>\n",
       "      <td>13.616</td>\n",
       "      <td>0.068280</td>\n",
       "      <td>14.171</td>\n",
       "      <td>0.068281</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.068301</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.068304</td>\n",
       "      <td>13.721</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068378</td>\n",
       "      <td>1.495</td>\n",
       "      <td>0.068379</td>\n",
       "      <td>0.377</td>\n",
       "      <td>0.068380</td>\n",
       "      <td>2.281</td>\n",
       "      <td>0.068381</td>\n",
       "      <td>0.944</td>\n",
       "      <td>0.068382</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.068386</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.068387</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.068388</td>\n",
       "      <td>0.168</td>\n",
       "      <td>0.068393</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.068165</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068183</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.068189</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068200</td>\n",
       "      <td>0.846</td>\n",
       "      <td>0.068204</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.068214</td>\n",
       "      <td>2.098</td>\n",
       "      <td>0.068216</td>\n",
       "      <td>1.654</td>\n",
       "      <td>0.068218</td>\n",
       "      <td>0.437</td>\n",
       "      <td>0.068220</td>\n",
       "      <td>19.140</td>\n",
       "      <td>0.068223</td>\n",
       "      <td>0.082</td>\n",
       "      <td>0.068226</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>0.737</td>\n",
       "      <td>0.068238</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.068239</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.068240</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.068244</td>\n",
       "      <td>0.446</td>\n",
       "      <td>0.068246</td>\n",
       "      <td>0.349</td>\n",
       "      <td>0.068251</td>\n",
       "      <td>0.578</td>\n",
       "      <td>0.068252</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068256</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068413</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068417</td>\n",
       "      <td>0.463</td>\n",
       "      <td>0.068422</td>\n",
       "      <td>0.106</td>\n",
       "      <td>0.068427</td>\n",
       "      <td>13.562</td>\n",
       "      <td>0.068448</td>\n",
       "      <td>0.498</td>\n",
       "      <td>0.068468</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068469</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068470</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068472</td>\n",
       "      <td>1.211</td>\n",
       "      <td>0.068480</td>\n",
       "      <td>1.152</td>\n",
       "      <td>0.068481</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068483</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.068485</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.068493</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.068495</td>\n",
       "      <td>3.583</td>\n",
       "      <td>0.068500</td>\n",
       "      <td>26.550</td>\n",
       "      <td>0.068526</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.068527</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.068537</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.068545</td>\n",
       "      <td>0.110</td>\n",
       "      <td>0.068161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.068110</td>\n",
       "      <td>0.219</td>\n",
       "      <td>0.068111</td>\n",
       "      <td>2.422</td>\n",
       "      <td>0.068112</td>\n",
       "      <td>3.790</td>\n",
       "      <td>0.068113</td>\n",
       "      <td>1.691</td>\n",
       "      <td>0.068114</td>\n",
       "      <td>1.468</td>\n",
       "      <td>0.068114</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068115</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068116</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068116</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068117</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068117</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068118</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068118</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068119</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068119</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068120</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068121</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068121</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068122</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.068204</td>\n",
       "      <td>6.854</td>\n",
       "      <td>0.068205</td>\n",
       "      <td>6.288</td>\n",
       "      <td>0.068206</td>\n",
       "      <td>0.572</td>\n",
       "      <td>0.068232</td>\n",
       "      <td>11.826</td>\n",
       "      <td>0.068259</td>\n",
       "      <td>0.579</td>\n",
       "      <td>0.068266</td>\n",
       "      <td>1.106</td>\n",
       "      <td>0.068267</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068269</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.068270</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068274</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068285</td>\n",
       "      <td>0.533</td>\n",
       "      <td>0.068286</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.068294</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.068295</td>\n",
       "      <td>2.711</td>\n",
       "      <td>0.068296</td>\n",
       "      <td>4.331</td>\n",
       "      <td>0.068297</td>\n",
       "      <td>0.202</td>\n",
       "      <td>0.068298</td>\n",
       "      <td>0.466</td>\n",
       "      <td>0.068300</td>\n",
       "      <td>0.158</td>\n",
       "      <td>0.068301</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.068309</td>\n",
       "      <td>0.767</td>\n",
       "      <td>0.068102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521340e+09</th>\n",
       "      <td>0.067927</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067929</td>\n",
       "      <td>0.333</td>\n",
       "      <td>0.067930</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.067940</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.067943</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.067944</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.067945</td>\n",
       "      <td>5.159</td>\n",
       "      <td>0.067961</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.067970</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.067971</td>\n",
       "      <td>0.084</td>\n",
       "      <td>0.067976</td>\n",
       "      <td>0.380</td>\n",
       "      <td>0.067978</td>\n",
       "      <td>1.243</td>\n",
       "      <td>0.067979</td>\n",
       "      <td>7.185</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.222</td>\n",
       "      <td>0.068000</td>\n",
       "      <td>127.072</td>\n",
       "      <td>0.068001</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.068008</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.068010</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.068011</td>\n",
       "      <td>0.998</td>\n",
       "      <td>0.068012</td>\n",
       "      <td>0.905</td>\n",
       "      <td>0.068099</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.068100</td>\n",
       "      <td>0.642</td>\n",
       "      <td>0.068101</td>\n",
       "      <td>1.257</td>\n",
       "      <td>0.068102</td>\n",
       "      <td>1.642</td>\n",
       "      <td>0.068106</td>\n",
       "      <td>3.361</td>\n",
       "      <td>0.068107</td>\n",
       "      <td>0.660</td>\n",
       "      <td>0.068108</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.068116</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.068139</td>\n",
       "      <td>0.057</td>\n",
       "      <td>0.068145</td>\n",
       "      <td>0.725</td>\n",
       "      <td>0.068167</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.068168</td>\n",
       "      <td>1.149</td>\n",
       "      <td>0.068170</td>\n",
       "      <td>0.729</td>\n",
       "      <td>0.068173</td>\n",
       "      <td>1.099</td>\n",
       "      <td>0.068174</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.068175</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.068177</td>\n",
       "      <td>0.093</td>\n",
       "      <td>0.068178</td>\n",
       "      <td>1.840</td>\n",
       "      <td>0.068184</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.068186</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067781</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.067785</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067789</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0.067790</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.067795</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>0.886</td>\n",
       "      <td>0.067815</td>\n",
       "      <td>1.066</td>\n",
       "      <td>0.067816</td>\n",
       "      <td>0.583</td>\n",
       "      <td>0.067822</td>\n",
       "      <td>0.385</td>\n",
       "      <td>0.067832</td>\n",
       "      <td>0.286</td>\n",
       "      <td>0.067834</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.067835</td>\n",
       "      <td>0.205</td>\n",
       "      <td>0.067836</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067840</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067842</td>\n",
       "      <td>0.210</td>\n",
       "      <td>0.067845</td>\n",
       "      <td>0.884</td>\n",
       "      <td>0.067850</td>\n",
       "      <td>0.379</td>\n",
       "      <td>0.067856</td>\n",
       "      <td>1.618</td>\n",
       "      <td>0.067869</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.067870</td>\n",
       "      <td>7.430</td>\n",
       "      <td>0.067984</td>\n",
       "      <td>0.964</td>\n",
       "      <td>0.067985</td>\n",
       "      <td>2.624</td>\n",
       "      <td>0.067986</td>\n",
       "      <td>3.329</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.101</td>\n",
       "      <td>0.067988</td>\n",
       "      <td>2.204</td>\n",
       "      <td>0.067989</td>\n",
       "      <td>0.498</td>\n",
       "      <td>0.067990</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.067992</td>\n",
       "      <td>7.773</td>\n",
       "      <td>0.067995</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.068000</td>\n",
       "      <td>12.671</td>\n",
       "      <td>0.068027</td>\n",
       "      <td>4.999</td>\n",
       "      <td>0.068028</td>\n",
       "      <td>4.100</td>\n",
       "      <td>0.068035</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.068036</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.068038</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.068046</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.068047</td>\n",
       "      <td>0.313</td>\n",
       "      <td>0.068050</td>\n",
       "      <td>0.811</td>\n",
       "      <td>0.068054</td>\n",
       "      <td>2.190</td>\n",
       "      <td>0.068056</td>\n",
       "      <td>1.160</td>\n",
       "      <td>0.067874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067588</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.067594</td>\n",
       "      <td>7.336</td>\n",
       "      <td>0.067600</td>\n",
       "      <td>1.050</td>\n",
       "      <td>0.067601</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.067605</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.067607</td>\n",
       "      <td>2.218</td>\n",
       "      <td>0.067615</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067617</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.067619</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.067629</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067630</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.067636</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067643</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067650</td>\n",
       "      <td>0.923</td>\n",
       "      <td>0.067653</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067656</td>\n",
       "      <td>0.323</td>\n",
       "      <td>0.067657</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.067673</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.067678</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.067679</td>\n",
       "      <td>0.934</td>\n",
       "      <td>0.067889</td>\n",
       "      <td>0.358</td>\n",
       "      <td>0.067890</td>\n",
       "      <td>2.079</td>\n",
       "      <td>0.067891</td>\n",
       "      <td>0.396</td>\n",
       "      <td>0.067892</td>\n",
       "      <td>0.256</td>\n",
       "      <td>0.067894</td>\n",
       "      <td>0.256</td>\n",
       "      <td>0.067896</td>\n",
       "      <td>0.087</td>\n",
       "      <td>0.067898</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067905</td>\n",
       "      <td>0.085</td>\n",
       "      <td>0.067907</td>\n",
       "      <td>0.422</td>\n",
       "      <td>0.067908</td>\n",
       "      <td>0.589</td>\n",
       "      <td>0.067909</td>\n",
       "      <td>2.679</td>\n",
       "      <td>0.067928</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.067934</td>\n",
       "      <td>0.770</td>\n",
       "      <td>0.067935</td>\n",
       "      <td>3.367</td>\n",
       "      <td>0.067936</td>\n",
       "      <td>1.485</td>\n",
       "      <td>0.067944</td>\n",
       "      <td>0.910</td>\n",
       "      <td>0.067948</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067949</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067950</td>\n",
       "      <td>2.040</td>\n",
       "      <td>0.067954</td>\n",
       "      <td>1.820</td>\n",
       "      <td>0.067582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521341e+09</th>\n",
       "      <td>0.067256</td>\n",
       "      <td>0.527</td>\n",
       "      <td>0.067261</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.067265</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.067266</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067270</td>\n",
       "      <td>20.615</td>\n",
       "      <td>0.067274</td>\n",
       "      <td>0.039</td>\n",
       "      <td>0.067276</td>\n",
       "      <td>1.477</td>\n",
       "      <td>0.067277</td>\n",
       "      <td>1.289</td>\n",
       "      <td>0.067283</td>\n",
       "      <td>2.229</td>\n",
       "      <td>0.067285</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067286</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067287</td>\n",
       "      <td>3.022</td>\n",
       "      <td>0.067291</td>\n",
       "      <td>0.230</td>\n",
       "      <td>0.067300</td>\n",
       "      <td>0.644</td>\n",
       "      <td>0.067308</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.067316</td>\n",
       "      <td>3.100</td>\n",
       "      <td>0.067329</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067331</td>\n",
       "      <td>0.033</td>\n",
       "      <td>0.067340</td>\n",
       "      <td>0.067</td>\n",
       "      <td>0.067349</td>\n",
       "      <td>0.574</td>\n",
       "      <td>0.067580</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067581</td>\n",
       "      <td>0.518</td>\n",
       "      <td>0.067584</td>\n",
       "      <td>2.402</td>\n",
       "      <td>0.067588</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.067600</td>\n",
       "      <td>0.920</td>\n",
       "      <td>0.067614</td>\n",
       "      <td>0.811</td>\n",
       "      <td>0.067616</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067625</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067631</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.067641</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067642</td>\n",
       "      <td>0.770</td>\n",
       "      <td>0.067649</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.067653</td>\n",
       "      <td>0.586</td>\n",
       "      <td>0.067654</td>\n",
       "      <td>1.022</td>\n",
       "      <td>0.067670</td>\n",
       "      <td>28.781</td>\n",
       "      <td>0.067678</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.067680</td>\n",
       "      <td>0.771</td>\n",
       "      <td>0.067684</td>\n",
       "      <td>0.699</td>\n",
       "      <td>0.067688</td>\n",
       "      <td>0.943</td>\n",
       "      <td>0.067701</td>\n",
       "      <td>2.450</td>\n",
       "      <td>0.067251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067123</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067129</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.067134</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.067138</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.067160</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.067175</td>\n",
       "      <td>0.849</td>\n",
       "      <td>0.067181</td>\n",
       "      <td>4.227</td>\n",
       "      <td>0.067183</td>\n",
       "      <td>2.762</td>\n",
       "      <td>0.067184</td>\n",
       "      <td>0.111</td>\n",
       "      <td>0.067187</td>\n",
       "      <td>0.453</td>\n",
       "      <td>0.067199</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.067210</td>\n",
       "      <td>0.192</td>\n",
       "      <td>0.067211</td>\n",
       "      <td>3.164</td>\n",
       "      <td>0.067226</td>\n",
       "      <td>0.305</td>\n",
       "      <td>0.067230</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067231</td>\n",
       "      <td>0.468</td>\n",
       "      <td>0.067235</td>\n",
       "      <td>0.530</td>\n",
       "      <td>0.067238</td>\n",
       "      <td>0.869</td>\n",
       "      <td>0.067272</td>\n",
       "      <td>3.175</td>\n",
       "      <td>0.067273</td>\n",
       "      <td>6.180</td>\n",
       "      <td>0.067486</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.067493</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067497</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067500</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.067509</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067510</td>\n",
       "      <td>23.890</td>\n",
       "      <td>0.067511</td>\n",
       "      <td>0.610</td>\n",
       "      <td>0.067513</td>\n",
       "      <td>14.600</td>\n",
       "      <td>0.067522</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067523</td>\n",
       "      <td>7.419</td>\n",
       "      <td>0.067524</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067525</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.067540</td>\n",
       "      <td>0.313</td>\n",
       "      <td>0.067549</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067550</td>\n",
       "      <td>0.444</td>\n",
       "      <td>0.067558</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.067564</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.067569</td>\n",
       "      <td>5.000</td>\n",
       "      <td>0.067575</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.067582</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067466</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067469</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067470</td>\n",
       "      <td>0.578</td>\n",
       "      <td>0.067476</td>\n",
       "      <td>1.445</td>\n",
       "      <td>0.067478</td>\n",
       "      <td>0.398</td>\n",
       "      <td>0.067481</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067496</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067497</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.067503</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.067515</td>\n",
       "      <td>1.513</td>\n",
       "      <td>0.067537</td>\n",
       "      <td>1.106</td>\n",
       "      <td>0.067548</td>\n",
       "      <td>5.313</td>\n",
       "      <td>0.067568</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067592</td>\n",
       "      <td>0.640</td>\n",
       "      <td>0.067650</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.067654</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.067656</td>\n",
       "      <td>1.905</td>\n",
       "      <td>0.067657</td>\n",
       "      <td>4.767</td>\n",
       "      <td>0.067658</td>\n",
       "      <td>6.251</td>\n",
       "      <td>0.067659</td>\n",
       "      <td>6.677</td>\n",
       "      <td>0.067742</td>\n",
       "      <td>1.172</td>\n",
       "      <td>0.067743</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.067744</td>\n",
       "      <td>0.996</td>\n",
       "      <td>0.067745</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.067746</td>\n",
       "      <td>2.642</td>\n",
       "      <td>0.067747</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.067756</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.067763</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.067771</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067794</td>\n",
       "      <td>0.421</td>\n",
       "      <td>0.067795</td>\n",
       "      <td>0.536</td>\n",
       "      <td>0.067798</td>\n",
       "      <td>0.446</td>\n",
       "      <td>0.067800</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.067806</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067810</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067818</td>\n",
       "      <td>0.229</td>\n",
       "      <td>0.067835</td>\n",
       "      <td>0.244</td>\n",
       "      <td>0.067844</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067848</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067849</td>\n",
       "      <td>8.046</td>\n",
       "      <td>0.067850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521342e+09</th>\n",
       "      <td>0.067521</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.067523</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.067526</td>\n",
       "      <td>2.221</td>\n",
       "      <td>0.067528</td>\n",
       "      <td>0.444</td>\n",
       "      <td>0.067530</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.067550</td>\n",
       "      <td>14.700</td>\n",
       "      <td>0.067568</td>\n",
       "      <td>0.044</td>\n",
       "      <td>0.067569</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067594</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.067598</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067599</td>\n",
       "      <td>0.087</td>\n",
       "      <td>0.067600</td>\n",
       "      <td>0.399</td>\n",
       "      <td>0.067614</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067622</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067637</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067644</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.067651</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067652</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.067653</td>\n",
       "      <td>0.313</td>\n",
       "      <td>0.067654</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067868</td>\n",
       "      <td>2.249</td>\n",
       "      <td>0.067869</td>\n",
       "      <td>0.386</td>\n",
       "      <td>0.067874</td>\n",
       "      <td>0.575</td>\n",
       "      <td>0.067880</td>\n",
       "      <td>1.024</td>\n",
       "      <td>0.067889</td>\n",
       "      <td>0.077</td>\n",
       "      <td>0.067899</td>\n",
       "      <td>0.976</td>\n",
       "      <td>0.067900</td>\n",
       "      <td>0.010</td>\n",
       "      <td>0.067904</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.067912</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.067926</td>\n",
       "      <td>0.596</td>\n",
       "      <td>0.067928</td>\n",
       "      <td>0.451</td>\n",
       "      <td>0.067950</td>\n",
       "      <td>0.366</td>\n",
       "      <td>0.067955</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.067959</td>\n",
       "      <td>0.427</td>\n",
       "      <td>0.067974</td>\n",
       "      <td>0.448</td>\n",
       "      <td>0.067975</td>\n",
       "      <td>1.540</td>\n",
       "      <td>0.067981</td>\n",
       "      <td>0.771</td>\n",
       "      <td>0.067987</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.067990</td>\n",
       "      <td>0.124</td>\n",
       "      <td>0.067991</td>\n",
       "      <td>0.790</td>\n",
       "      <td>0.067518</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.521343e+09</th>\n",
       "      <td>0.067284</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.067292</td>\n",
       "      <td>0.335</td>\n",
       "      <td>0.067293</td>\n",
       "      <td>0.892</td>\n",
       "      <td>0.067296</td>\n",
       "      <td>7.275</td>\n",
       "      <td>0.067300</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.067310</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.067311</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067315</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.067317</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067320</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.067323</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.067324</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.067328</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067331</td>\n",
       "      <td>0.316</td>\n",
       "      <td>0.067332</td>\n",
       "      <td>0.148</td>\n",
       "      <td>0.067340</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.067345</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.067347</td>\n",
       "      <td>0.309</td>\n",
       "      <td>0.067353</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067400</td>\n",
       "      <td>3.896</td>\n",
       "      <td>0.067467</td>\n",
       "      <td>1.869</td>\n",
       "      <td>0.067476</td>\n",
       "      <td>0.367</td>\n",
       "      <td>0.067478</td>\n",
       "      <td>3.645</td>\n",
       "      <td>0.067480</td>\n",
       "      <td>0.509</td>\n",
       "      <td>0.067485</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.067490</td>\n",
       "      <td>1.407</td>\n",
       "      <td>0.067501</td>\n",
       "      <td>0.961</td>\n",
       "      <td>0.067511</td>\n",
       "      <td>0.771</td>\n",
       "      <td>0.067512</td>\n",
       "      <td>1.017</td>\n",
       "      <td>0.067524</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.067528</td>\n",
       "      <td>0.872</td>\n",
       "      <td>0.067535</td>\n",
       "      <td>2.500</td>\n",
       "      <td>0.067560</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.067571</td>\n",
       "      <td>0.918</td>\n",
       "      <td>0.067572</td>\n",
       "      <td>99.210</td>\n",
       "      <td>0.067574</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.067579</td>\n",
       "      <td>0.529</td>\n",
       "      <td>0.067581</td>\n",
       "      <td>0.541</td>\n",
       "      <td>0.067587</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067591</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.067433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071420</td>\n",
       "      <td>1.673</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.741</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>5.154</td>\n",
       "      <td>0.071431</td>\n",
       "      <td>0.885</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>1.300</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.482</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>4.723</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>2.996</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071447</td>\n",
       "      <td>12.800</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>1.570</td>\n",
       "      <td>0.071454</td>\n",
       "      <td>0.836</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.412</td>\n",
       "      <td>0.071456</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>0.507</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.546</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.181</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.663</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>2.308</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.880</td>\n",
       "      <td>0.071547</td>\n",
       "      <td>0.419</td>\n",
       "      <td>0.071551</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071552</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071558</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071561</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071562</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.071565</td>\n",
       "      <td>0.138</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071571</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>0.435</td>\n",
       "      <td>0.071586</td>\n",
       "      <td>0.072</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>25.885</td>\n",
       "      <td>0.071526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.176</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>3.630</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>4.196</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.252</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>0.859</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>2.167</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.415</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>1.735</td>\n",
       "      <td>0.071407</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.071409</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>52.049</td>\n",
       "      <td>0.071413</td>\n",
       "      <td>0.056</td>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.126</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>1.051</td>\n",
       "      <td>0.071559</td>\n",
       "      <td>0.822</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071561</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071563</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071565</td>\n",
       "      <td>1.446</td>\n",
       "      <td>0.071566</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071569</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.860</td>\n",
       "      <td>0.071577</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071578</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071580</td>\n",
       "      <td>1.941</td>\n",
       "      <td>0.071583</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>1.490</td>\n",
       "      <td>0.071588</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071591</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>1.702</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>1.123</td>\n",
       "      <td>0.071372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524754e+09</th>\n",
       "      <td>0.071275</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>1.860</td>\n",
       "      <td>0.071279</td>\n",
       "      <td>1.204</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071284</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.187</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>1.346</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>15.910</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071352</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.294</td>\n",
       "      <td>0.071420</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>1.405</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>0.795</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.338</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>15.910</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>3.921</td>\n",
       "      <td>0.071451</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071454</td>\n",
       "      <td>0.311</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071469</td>\n",
       "      <td>0.909</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.743</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>30.881</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.831</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.120</td>\n",
       "      <td>0.071361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524755e+09</th>\n",
       "      <td>0.071237</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071254</td>\n",
       "      <td>3.617</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.900</td>\n",
       "      <td>0.071268</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071277</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>28.914</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071286</td>\n",
       "      <td>0.031</td>\n",
       "      <td>0.071287</td>\n",
       "      <td>0.703</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>15.900</td>\n",
       "      <td>0.071292</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.442</td>\n",
       "      <td>0.071363</td>\n",
       "      <td>1.503</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.239</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.885</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.144</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.794</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>15.900</td>\n",
       "      <td>0.071402</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.129</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071412</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071413</td>\n",
       "      <td>0.633</td>\n",
       "      <td>0.071425</td>\n",
       "      <td>0.908</td>\n",
       "      <td>0.071427</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071428</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524755e+09</th>\n",
       "      <td>0.071225</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.830</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>1.347</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>3.331</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.128</td>\n",
       "      <td>0.071244</td>\n",
       "      <td>0.581</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>1.351</td>\n",
       "      <td>0.071264</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>3.691</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>20.120</td>\n",
       "      <td>0.071279</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071280</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071281</td>\n",
       "      <td>1.304</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071367</td>\n",
       "      <td>0.146</td>\n",
       "      <td>0.071369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071285</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071286</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.071288</td>\n",
       "      <td>0.660</td>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.432</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>0.066</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>4.008</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.925</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.520</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>18.954</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>2.324</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>1.135</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>1.302</td>\n",
       "      <td>0.071414</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071415</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071417</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071422</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071427</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.071428</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>1.311</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>8.798</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>1.025</td>\n",
       "      <td>0.071468</td>\n",
       "      <td>0.938</td>\n",
       "      <td>0.071396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071287</td>\n",
       "      <td>3.615</td>\n",
       "      <td>0.071288</td>\n",
       "      <td>0.977</td>\n",
       "      <td>0.071291</td>\n",
       "      <td>0.020</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>1.640</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>28.931</td>\n",
       "      <td>0.071303</td>\n",
       "      <td>0.156</td>\n",
       "      <td>0.071304</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.344</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>0.410</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>0.820</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.174</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>9.167</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.342</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>12.239</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>0.266</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>2.942</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>1.120</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071425</td>\n",
       "      <td>1.210</td>\n",
       "      <td>0.071432</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.548</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>1.909</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>12.531</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>0.385</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>0.785</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.501</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.752</td>\n",
       "      <td>0.071484</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>0.440</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>4.000</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524756e+09</th>\n",
       "      <td>0.071225</td>\n",
       "      <td>0.414</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.830</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.238</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>1.347</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.360</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>2.300</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>1.420</td>\n",
       "      <td>0.071246</td>\n",
       "      <td>28.954</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.332</td>\n",
       "      <td>0.071274</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071289</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071293</td>\n",
       "      <td>0.467</td>\n",
       "      <td>0.071294</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071300</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071301</td>\n",
       "      <td>0.158</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.495</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.264</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.185</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.602</td>\n",
       "      <td>0.071375</td>\n",
       "      <td>0.164</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.361</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.251</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071407</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071415</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071290</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.071296</td>\n",
       "      <td>10.270</td>\n",
       "      <td>0.071302</td>\n",
       "      <td>6.221</td>\n",
       "      <td>0.071305</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071308</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071314</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071317</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071332</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071338</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071341</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>2.901</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.353</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071336</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>12.000</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.324</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>2.314</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>1.262</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.442</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071360</td>\n",
       "      <td>15.940</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>1.027</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.636</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.628</td>\n",
       "      <td>0.071278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071200</td>\n",
       "      <td>7.361</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071202</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071212</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.049</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>3.439</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>16.865</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.092</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>0.006</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071264</td>\n",
       "      <td>7.348</td>\n",
       "      <td>0.071265</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>6.816</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.796</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>9.367</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071359</td>\n",
       "      <td>0.145</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>16.977</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>3.456</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.528</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071311</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524757e+09</th>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.380</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>14.205</td>\n",
       "      <td>0.071234</td>\n",
       "      <td>0.563</td>\n",
       "      <td>0.071235</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071238</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>9.178</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>83.626</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071253</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071255</td>\n",
       "      <td>15.960</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071260</td>\n",
       "      <td>1.887</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.344</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071275</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.048</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>4.983</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>15.035</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>3.576</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.760</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>2.448</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.088</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>15.970</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.443</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>4.016</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.780</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>0.138</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.543</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>0.510</td>\n",
       "      <td>0.071238</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>9.178</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>83.626</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>18.184</td>\n",
       "      <td>0.071253</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071260</td>\n",
       "      <td>1.468</td>\n",
       "      <td>0.071262</td>\n",
       "      <td>13.975</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>16.257</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>0.890</td>\n",
       "      <td>0.071278</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071280</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.071282</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071283</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.473</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.513</td>\n",
       "      <td>0.071359</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.798</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.932</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.694</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.422</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>3.473</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>5.368</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>1.794</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>73.843</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.135</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>4.217</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.325</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>2.442</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071200</td>\n",
       "      <td>8.131</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.329</td>\n",
       "      <td>0.071204</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071206</td>\n",
       "      <td>0.322</td>\n",
       "      <td>0.071207</td>\n",
       "      <td>0.024</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>17.315</td>\n",
       "      <td>0.071211</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.049</td>\n",
       "      <td>0.071227</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071228</td>\n",
       "      <td>3.208</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.166</td>\n",
       "      <td>0.071231</td>\n",
       "      <td>2.380</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>79.150</td>\n",
       "      <td>0.071250</td>\n",
       "      <td>13.120</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>80.053</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071254</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071319</td>\n",
       "      <td>0.857</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>11.059</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>5.530</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>1.940</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.122</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>6.660</td>\n",
       "      <td>0.071333</td>\n",
       "      <td>0.707</td>\n",
       "      <td>0.071335</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071336</td>\n",
       "      <td>0.508</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.073</td>\n",
       "      <td>0.071338</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071343</td>\n",
       "      <td>0.797</td>\n",
       "      <td>0.071344</td>\n",
       "      <td>1.179</td>\n",
       "      <td>0.071348</td>\n",
       "      <td>0.585</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>3.160</td>\n",
       "      <td>0.071351</td>\n",
       "      <td>0.513</td>\n",
       "      <td>0.071354</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071355</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524758e+09</th>\n",
       "      <td>0.071176</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071177</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.071178</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071182</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>3.654</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.079</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>8.131</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>2.387</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.229</td>\n",
       "      <td>0.071217</td>\n",
       "      <td>2.304</td>\n",
       "      <td>0.071218</td>\n",
       "      <td>12.000</td>\n",
       "      <td>0.071233</td>\n",
       "      <td>0.163</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>1.279</td>\n",
       "      <td>0.071272</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.071351</td>\n",
       "      <td>4.655</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071365</td>\n",
       "      <td>14.976</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.460</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>1.492</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>1.560</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>22.408</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>6.671</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.369</td>\n",
       "      <td>0.071383</td>\n",
       "      <td>0.052</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.761</td>\n",
       "      <td>0.071387</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071388</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.369</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>2.882</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>3.765</td>\n",
       "      <td>0.071288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071194</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071198</td>\n",
       "      <td>0.640</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>9.710</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.571</td>\n",
       "      <td>0.071203</td>\n",
       "      <td>0.390</td>\n",
       "      <td>0.071204</td>\n",
       "      <td>0.364</td>\n",
       "      <td>0.071205</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>4.059</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>1.636</td>\n",
       "      <td>0.071211</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071220</td>\n",
       "      <td>7.153</td>\n",
       "      <td>0.071225</td>\n",
       "      <td>16.230</td>\n",
       "      <td>0.071226</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071240</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071249</td>\n",
       "      <td>0.117</td>\n",
       "      <td>0.071251</td>\n",
       "      <td>0.465</td>\n",
       "      <td>0.071256</td>\n",
       "      <td>4.852</td>\n",
       "      <td>0.071257</td>\n",
       "      <td>0.526</td>\n",
       "      <td>0.071258</td>\n",
       "      <td>0.654</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>3.680</td>\n",
       "      <td>0.071332</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>1.822</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>28.754</td>\n",
       "      <td>0.071349</td>\n",
       "      <td>7.479</td>\n",
       "      <td>0.071350</td>\n",
       "      <td>4.936</td>\n",
       "      <td>0.071353</td>\n",
       "      <td>0.423</td>\n",
       "      <td>0.071357</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.417</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071366</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.260</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>1.492</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>1.560</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>2.100</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>22.266</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>6.671</td>\n",
       "      <td>0.071260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071177</td>\n",
       "      <td>7.208</td>\n",
       "      <td>0.071180</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071184</td>\n",
       "      <td>8.008</td>\n",
       "      <td>0.071185</td>\n",
       "      <td>3.389</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>5.186</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.300</td>\n",
       "      <td>0.071194</td>\n",
       "      <td>1.131</td>\n",
       "      <td>0.071196</td>\n",
       "      <td>0.356</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>7.857</td>\n",
       "      <td>0.071201</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>15.940</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071220</td>\n",
       "      <td>8.254</td>\n",
       "      <td>0.071236</td>\n",
       "      <td>0.887</td>\n",
       "      <td>0.071239</td>\n",
       "      <td>0.060</td>\n",
       "      <td>0.071242</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.373</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>0.829</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.148</td>\n",
       "      <td>0.071313</td>\n",
       "      <td>0.969</td>\n",
       "      <td>0.071314</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071315</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071316</td>\n",
       "      <td>0.405</td>\n",
       "      <td>0.071317</td>\n",
       "      <td>0.797</td>\n",
       "      <td>0.071318</td>\n",
       "      <td>0.471</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.122</td>\n",
       "      <td>0.071321</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>0.196</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>18.524</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.494</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.410</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>6.979</td>\n",
       "      <td>0.071339</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071340</td>\n",
       "      <td>12.598</td>\n",
       "      <td>0.071342</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524759e+09</th>\n",
       "      <td>0.071168</td>\n",
       "      <td>3.078</td>\n",
       "      <td>0.071170</td>\n",
       "      <td>0.190</td>\n",
       "      <td>0.071172</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071177</td>\n",
       "      <td>0.198</td>\n",
       "      <td>0.071179</td>\n",
       "      <td>0.704</td>\n",
       "      <td>0.071181</td>\n",
       "      <td>0.312</td>\n",
       "      <td>0.071183</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071186</td>\n",
       "      <td>0.075</td>\n",
       "      <td>0.071187</td>\n",
       "      <td>13.194</td>\n",
       "      <td>0.071191</td>\n",
       "      <td>3.300</td>\n",
       "      <td>0.071200</td>\n",
       "      <td>6.063</td>\n",
       "      <td>0.071202</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071205</td>\n",
       "      <td>16.181</td>\n",
       "      <td>0.071207</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>1.780</td>\n",
       "      <td>0.071213</td>\n",
       "      <td>1.897</td>\n",
       "      <td>0.071214</td>\n",
       "      <td>0.329</td>\n",
       "      <td>0.071216</td>\n",
       "      <td>1.161</td>\n",
       "      <td>0.071304</td>\n",
       "      <td>1.263</td>\n",
       "      <td>0.071308</td>\n",
       "      <td>1.137</td>\n",
       "      <td>0.071309</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.071310</td>\n",
       "      <td>0.073</td>\n",
       "      <td>0.071311</td>\n",
       "      <td>1.879</td>\n",
       "      <td>0.071312</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071313</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.071316</td>\n",
       "      <td>1.232</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>29.129</td>\n",
       "      <td>0.071323</td>\n",
       "      <td>7.495</td>\n",
       "      <td>0.071324</td>\n",
       "      <td>0.578</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>0.825</td>\n",
       "      <td>0.071326</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071327</td>\n",
       "      <td>0.196</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071330</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071332</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071334</td>\n",
       "      <td>0.544</td>\n",
       "      <td>0.071297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524760e+09</th>\n",
       "      <td>0.071205</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071208</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071209</td>\n",
       "      <td>0.413</td>\n",
       "      <td>0.071210</td>\n",
       "      <td>0.821</td>\n",
       "      <td>0.071215</td>\n",
       "      <td>0.350</td>\n",
       "      <td>0.071229</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071230</td>\n",
       "      <td>0.912</td>\n",
       "      <td>0.071232</td>\n",
       "      <td>0.262</td>\n",
       "      <td>0.071242</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071243</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071245</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071252</td>\n",
       "      <td>0.296</td>\n",
       "      <td>0.071259</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071261</td>\n",
       "      <td>2.330</td>\n",
       "      <td>0.071265</td>\n",
       "      <td>4.764</td>\n",
       "      <td>0.071266</td>\n",
       "      <td>0.545</td>\n",
       "      <td>0.071267</td>\n",
       "      <td>1.369</td>\n",
       "      <td>0.071270</td>\n",
       "      <td>15.840</td>\n",
       "      <td>0.071271</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071273</td>\n",
       "      <td>1.121</td>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>0.657</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.346</td>\n",
       "      <td>0.071379</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>15.840</td>\n",
       "      <td>0.071382</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071388</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>1.329</td>\n",
       "      <td>0.071392</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071394</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>0.835</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.281</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>13.215</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.017</td>\n",
       "      <td>0.071404</td>\n",
       "      <td>0.157</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>1.061</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524760e+09</th>\n",
       "      <td>0.071351</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071352</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071356</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071358</td>\n",
       "      <td>3.927</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.436</td>\n",
       "      <td>0.071369</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.576</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>15.800</td>\n",
       "      <td>0.071384</td>\n",
       "      <td>0.103</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071389</td>\n",
       "      <td>0.343</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071395</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>2.310</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.358</td>\n",
       "      <td>0.071404</td>\n",
       "      <td>1.119</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>4.624</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.090</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.046</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.462</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.300</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>1.493</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.178</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>8.839</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.154</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>0.345</td>\n",
       "      <td>0.071519</td>\n",
       "      <td>29.060</td>\n",
       "      <td>0.071445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071402</td>\n",
       "      <td>0.107</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>0.302</td>\n",
       "      <td>0.071414</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071418</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071422</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071426</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071446</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071450</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071454</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071458</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071462</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071482</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.003</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.221</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>1.409</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>16.809</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071482</td>\n",
       "      <td>13.766</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>0.678</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.791</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>1.493</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>14.178</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>8.756</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.340</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.254</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>0.015</td>\n",
       "      <td>0.071401</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071317</td>\n",
       "      <td>3.150</td>\n",
       "      <td>0.071318</td>\n",
       "      <td>0.543</td>\n",
       "      <td>0.071320</td>\n",
       "      <td>0.583</td>\n",
       "      <td>0.071322</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071325</td>\n",
       "      <td>15.780</td>\n",
       "      <td>0.071328</td>\n",
       "      <td>0.491</td>\n",
       "      <td>0.071329</td>\n",
       "      <td>0.415</td>\n",
       "      <td>0.071331</td>\n",
       "      <td>0.079</td>\n",
       "      <td>0.071337</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071339</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.018</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.343</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.986</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.956</td>\n",
       "      <td>0.071371</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071373</td>\n",
       "      <td>1.119</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.068</td>\n",
       "      <td>0.071375</td>\n",
       "      <td>7.570</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>2.546</td>\n",
       "      <td>0.071440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524761e+09</th>\n",
       "      <td>0.071345</td>\n",
       "      <td>0.183</td>\n",
       "      <td>0.071346</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0.071347</td>\n",
       "      <td>0.137</td>\n",
       "      <td>0.071360</td>\n",
       "      <td>0.070</td>\n",
       "      <td>0.071361</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071362</td>\n",
       "      <td>0.128</td>\n",
       "      <td>0.071364</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071368</td>\n",
       "      <td>0.907</td>\n",
       "      <td>0.071370</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071374</td>\n",
       "      <td>0.480</td>\n",
       "      <td>0.071376</td>\n",
       "      <td>2.835</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>14.345</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>1.408</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.720</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>1.575</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.352</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.240</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>1.154</td>\n",
       "      <td>0.071507</td>\n",
       "      <td>1.315</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>0.021</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>30.342</td>\n",
       "      <td>0.071523</td>\n",
       "      <td>0.510</td>\n",
       "      <td>0.071524</td>\n",
       "      <td>0.287</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.272</td>\n",
       "      <td>0.071528</td>\n",
       "      <td>0.247</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.018</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>2.000</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071542</td>\n",
       "      <td>0.879</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.016</td>\n",
       "      <td>0.071544</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.071546</td>\n",
       "      <td>0.032</td>\n",
       "      <td>0.071548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071465</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.071467</td>\n",
       "      <td>3.611</td>\n",
       "      <td>0.071471</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.320</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>1.680</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>0.052</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>1.986</td>\n",
       "      <td>0.071483</td>\n",
       "      <td>0.265</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>15.760</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.642</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>7.000</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.209</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.832</td>\n",
       "      <td>0.071522</td>\n",
       "      <td>0.475</td>\n",
       "      <td>0.071589</td>\n",
       "      <td>0.559</td>\n",
       "      <td>0.071590</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071594</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.071595</td>\n",
       "      <td>2.034</td>\n",
       "      <td>0.071598</td>\n",
       "      <td>0.698</td>\n",
       "      <td>0.071599</td>\n",
       "      <td>2.306</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>40.971</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.170</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.071607</td>\n",
       "      <td>34.136</td>\n",
       "      <td>0.071612</td>\n",
       "      <td>2.159</td>\n",
       "      <td>0.071613</td>\n",
       "      <td>0.089</td>\n",
       "      <td>0.071614</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071615</td>\n",
       "      <td>0.319</td>\n",
       "      <td>0.071617</td>\n",
       "      <td>0.078</td>\n",
       "      <td>0.071618</td>\n",
       "      <td>0.574</td>\n",
       "      <td>0.071619</td>\n",
       "      <td>0.484</td>\n",
       "      <td>0.071632</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.071634</td>\n",
       "      <td>0.112</td>\n",
       "      <td>0.071527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071475</td>\n",
       "      <td>15.720</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071487</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>2.902</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.194</td>\n",
       "      <td>0.071492</td>\n",
       "      <td>0.710</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>2.700</td>\n",
       "      <td>0.071494</td>\n",
       "      <td>0.377</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071498</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071500</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071501</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071503</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071504</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071505</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071506</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.785</td>\n",
       "      <td>0.071577</td>\n",
       "      <td>1.292</td>\n",
       "      <td>0.071578</td>\n",
       "      <td>0.080</td>\n",
       "      <td>0.071580</td>\n",
       "      <td>1.289</td>\n",
       "      <td>0.071581</td>\n",
       "      <td>0.200</td>\n",
       "      <td>0.071582</td>\n",
       "      <td>0.508</td>\n",
       "      <td>0.071584</td>\n",
       "      <td>2.465</td>\n",
       "      <td>0.071585</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071586</td>\n",
       "      <td>4.006</td>\n",
       "      <td>0.071588</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071590</td>\n",
       "      <td>13.682</td>\n",
       "      <td>0.071593</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071594</td>\n",
       "      <td>12.915</td>\n",
       "      <td>0.071595</td>\n",
       "      <td>17.566</td>\n",
       "      <td>0.071598</td>\n",
       "      <td>0.206</td>\n",
       "      <td>0.071600</td>\n",
       "      <td>6.331</td>\n",
       "      <td>0.071601</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071602</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071605</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.071606</td>\n",
       "      <td>0.058</td>\n",
       "      <td>0.071469</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524762e+09</th>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.558</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.301</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071405</td>\n",
       "      <td>16.050</td>\n",
       "      <td>0.071408</td>\n",
       "      <td>0.274</td>\n",
       "      <td>0.071410</td>\n",
       "      <td>0.225</td>\n",
       "      <td>0.071411</td>\n",
       "      <td>14.701</td>\n",
       "      <td>0.071414</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071417</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071433</td>\n",
       "      <td>0.970</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.961</td>\n",
       "      <td>0.071436</td>\n",
       "      <td>1.399</td>\n",
       "      <td>0.071437</td>\n",
       "      <td>0.535</td>\n",
       "      <td>0.071438</td>\n",
       "      <td>0.355</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>1.178</td>\n",
       "      <td>0.071509</td>\n",
       "      <td>1.707</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>11.435</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.711</td>\n",
       "      <td>0.071518</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>15.785</td>\n",
       "      <td>0.071521</td>\n",
       "      <td>1.861</td>\n",
       "      <td>0.071525</td>\n",
       "      <td>0.966</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.165</td>\n",
       "      <td>0.071528</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>11.000</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>2.442</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.732</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.511</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>6.000</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071538</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>10.208</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.387</td>\n",
       "      <td>0.071393</td>\n",
       "      <td>0.450</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.270</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.573</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>4.009</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.301</td>\n",
       "      <td>0.071402</td>\n",
       "      <td>1.775</td>\n",
       "      <td>0.071403</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071404</td>\n",
       "      <td>0.140</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071423</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.071424</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071432</td>\n",
       "      <td>0.241</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.114</td>\n",
       "      <td>0.071437</td>\n",
       "      <td>0.054</td>\n",
       "      <td>0.071439</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071449</td>\n",
       "      <td>0.220</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>0.556</td>\n",
       "      <td>0.071508</td>\n",
       "      <td>0.118</td>\n",
       "      <td>0.071509</td>\n",
       "      <td>2.309</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.770</td>\n",
       "      <td>0.071516</td>\n",
       "      <td>0.420</td>\n",
       "      <td>0.071518</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>3.398</td>\n",
       "      <td>0.071526</td>\n",
       "      <td>0.424</td>\n",
       "      <td>0.071527</td>\n",
       "      <td>0.199</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>11.000</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>1.385</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.529</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>8.541</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071538</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>10.208</td>\n",
       "      <td>0.071541</td>\n",
       "      <td>0.036</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>7.200</td>\n",
       "      <td>0.071547</td>\n",
       "      <td>0.167</td>\n",
       "      <td>0.071492</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071421</td>\n",
       "      <td>0.013</td>\n",
       "      <td>0.071422</td>\n",
       "      <td>0.315</td>\n",
       "      <td>0.071423</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>65.173</td>\n",
       "      <td>0.071430</td>\n",
       "      <td>4.596</td>\n",
       "      <td>0.071434</td>\n",
       "      <td>0.162</td>\n",
       "      <td>0.071435</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071440</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.071441</td>\n",
       "      <td>0.175</td>\n",
       "      <td>0.071442</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071443</td>\n",
       "      <td>0.104</td>\n",
       "      <td>0.071444</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071445</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071451</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071452</td>\n",
       "      <td>0.027</td>\n",
       "      <td>0.071453</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071455</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071457</td>\n",
       "      <td>1.888</td>\n",
       "      <td>0.071460</td>\n",
       "      <td>6.996</td>\n",
       "      <td>0.071466</td>\n",
       "      <td>1.531</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>0.025</td>\n",
       "      <td>0.071531</td>\n",
       "      <td>0.370</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.098</td>\n",
       "      <td>0.071533</td>\n",
       "      <td>1.259</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>0.788</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>16.302</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>7.000</td>\n",
       "      <td>0.071557</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.603</td>\n",
       "      <td>0.071571</td>\n",
       "      <td>4.201</td>\n",
       "      <td>0.071573</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071574</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071575</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.071576</td>\n",
       "      <td>0.357</td>\n",
       "      <td>0.071491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524763e+09</th>\n",
       "      <td>0.071467</td>\n",
       "      <td>2.616</td>\n",
       "      <td>0.071470</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.071508</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071557</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071582</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071595</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071607</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071620</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071632</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071645</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071657</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071670</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071682</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071695</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071707</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.611</td>\n",
       "      <td>0.071537</td>\n",
       "      <td>0.212</td>\n",
       "      <td>0.071539</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.071540</td>\n",
       "      <td>17.040</td>\n",
       "      <td>0.071542</td>\n",
       "      <td>0.784</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071544</td>\n",
       "      <td>1.262</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>0.245</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>30.356</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>9.687</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071568</td>\n",
       "      <td>0.449</td>\n",
       "      <td>0.071569</td>\n",
       "      <td>1.031</td>\n",
       "      <td>0.071570</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071573</td>\n",
       "      <td>0.059</td>\n",
       "      <td>0.071461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524764e+09</th>\n",
       "      <td>0.071470</td>\n",
       "      <td>11.826</td>\n",
       "      <td>0.071472</td>\n",
       "      <td>0.001</td>\n",
       "      <td>0.071473</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071474</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071475</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071476</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071477</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071478</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071479</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071480</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071481</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071482</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071483</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071484</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071485</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071486</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071487</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071488</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071489</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.330</td>\n",
       "      <td>0.071511</td>\n",
       "      <td>0.064</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>0.226</td>\n",
       "      <td>0.071529</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071530</td>\n",
       "      <td>6.754</td>\n",
       "      <td>0.071532</td>\n",
       "      <td>1.539</td>\n",
       "      <td>0.071534</td>\n",
       "      <td>0.691</td>\n",
       "      <td>0.071535</td>\n",
       "      <td>0.097</td>\n",
       "      <td>0.071536</td>\n",
       "      <td>0.402</td>\n",
       "      <td>0.071543</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071544</td>\n",
       "      <td>0.203</td>\n",
       "      <td>0.071545</td>\n",
       "      <td>16.035</td>\n",
       "      <td>0.071548</td>\n",
       "      <td>0.784</td>\n",
       "      <td>0.071549</td>\n",
       "      <td>6.993</td>\n",
       "      <td>0.071550</td>\n",
       "      <td>16.762</td>\n",
       "      <td>0.071553</td>\n",
       "      <td>0.288</td>\n",
       "      <td>0.071555</td>\n",
       "      <td>7.045</td>\n",
       "      <td>0.071560</td>\n",
       "      <td>0.228</td>\n",
       "      <td>0.071564</td>\n",
       "      <td>0.558</td>\n",
       "      <td>0.071567</td>\n",
       "      <td>0.279</td>\n",
       "      <td>0.071462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1.524764e+09</th>\n",
       "      <td>0.071372</td>\n",
       "      <td>0.217</td>\n",
       "      <td>0.071377</td>\n",
       "      <td>9.549</td>\n",
       "      <td>0.071378</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.071380</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.071381</td>\n",
       "      <td>0.560</td>\n",
       "      <td>0.071384</td>\n",
       "      <td>0.180</td>\n",
       "      <td>0.071385</td>\n",
       "      <td>0.966</td>\n",
       "      <td>0.071386</td>\n",
       "      <td>0.380</td>\n",
       "      <td>0.071390</td>\n",
       "      <td>15.843</td>\n",
       "      <td>0.071391</td>\n",
       "      <td>0.487</td>\n",
       "      <td>0.071392</td>\n",
       "      <td>0.832</td>\n",
       "      <td>0.071396</td>\n",
       "      <td>0.159</td>\n",
       "      <td>0.071397</td>\n",
       "      <td>0.282</td>\n",
       "      <td>0.071398</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071399</td>\n",
       "      <td>7.558</td>\n",
       "      <td>0.071400</td>\n",
       "      <td>0.782</td>\n",
       "      <td>0.071401</td>\n",
       "      <td>0.400</td>\n",
       "      <td>0.071406</td>\n",
       "      <td>0.130</td>\n",
       "      <td>0.071419</td>\n",
       "      <td>0.083</td>\n",
       "      <td>0.071421</td>\n",
       "      <td>1.118</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071491</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071493</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.071490</td>\n",
       "      <td>2.309</td>\n",
       "      <td>0.071495</td>\n",
       "      <td>0.037</td>\n",
       "      <td>0.071496</td>\n",
       "      <td>2.048</td>\n",
       "      <td>0.071497</td>\n",
       "      <td>3.151</td>\n",
       "      <td>0.071499</td>\n",
       "      <td>0.864</td>\n",
       "      <td>0.071501</td>\n",
       "      <td>1.207</td>\n",
       "      <td>0.071502</td>\n",
       "      <td>0.303</td>\n",
       "      <td>0.071508</td>\n",
       "      <td>0.456</td>\n",
       "      <td>0.071510</td>\n",
       "      <td>0.053</td>\n",
       "      <td>0.071512</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.071515</td>\n",
       "      <td>15.800</td>\n",
       "      <td>0.071516</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071519</td>\n",
       "      <td>0.280</td>\n",
       "      <td>0.071520</td>\n",
       "      <td>0.069</td>\n",
       "      <td>0.071525</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.071526</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9514 rows × 81 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  B_P1    B_V1      B_P2     B_V2      B_P3     B_V3  \\\n",
       "1.521332e+09  0.069267   0.381  0.069274    0.350  0.069275    0.597   \n",
       "1.521333e+09  0.068904   1.000  0.068915    0.072  0.068916    3.000   \n",
       "1.521333e+09  0.068500  14.064  0.068510   50.000  0.068516    0.400   \n",
       "1.521333e+09  0.068270   0.334  0.068276    0.545  0.068277    5.000   \n",
       "1.521334e+09  0.068062   0.320  0.068064    0.819  0.068067    0.400   \n",
       "1.521334e+09  0.068211   0.430  0.068230    2.965  0.068232    0.434   \n",
       "1.521334e+09  0.068080   0.388  0.068085    0.430  0.068086    0.400   \n",
       "1.521335e+09  0.068083   5.085  0.068091    0.399  0.068092    0.514   \n",
       "1.521335e+09  0.068586   0.388  0.068599  199.900  0.068601  160.797   \n",
       "1.521336e+09  0.068641   3.160  0.068665    1.919  0.068679    0.833   \n",
       "1.521336e+09  0.068480   1.351  0.068482    0.433  0.068487    0.143   \n",
       "1.521336e+09  0.068725   0.044  0.068727    0.039  0.068729   29.319   \n",
       "1.521337e+09  0.068931  31.319  0.068935   29.111  0.068950   10.935   \n",
       "1.521337e+09  0.068792   0.391  0.068793    0.029  0.068794    0.426   \n",
       "1.521337e+09  0.068817   0.304  0.068820    1.569  0.068821    3.781   \n",
       "1.521338e+09  0.068903  18.304  0.068904    1.683  0.068930    0.727   \n",
       "1.521338e+09  0.068622   0.171  0.068626    5.000  0.068627    0.056   \n",
       "1.521338e+09  0.068443   0.330  0.068448    0.110  0.068451    0.440   \n",
       "1.521339e+09  0.068315   0.120  0.068323    0.304  0.068325    0.278   \n",
       "1.521339e+09  0.068188   0.695  0.068195    0.040  0.068198    0.090   \n",
       "1.521340e+09  0.068165   0.400  0.068183    0.312  0.068189    0.400   \n",
       "1.521340e+09  0.068110   0.219  0.068111    2.422  0.068112    3.790   \n",
       "1.521340e+09  0.067927   0.400  0.067929    0.333  0.067930    0.015   \n",
       "1.521341e+09  0.067781   0.135  0.067785    0.200  0.067789    0.027   \n",
       "1.521341e+09  0.067588   2.000  0.067594    7.336  0.067600    1.050   \n",
       "1.521341e+09  0.067256   0.527  0.067261    0.017  0.067265    3.000   \n",
       "1.521342e+09  0.067123   0.272  0.067129    0.059  0.067134    0.030   \n",
       "1.521342e+09  0.067466   0.536  0.067469    0.400  0.067470    0.578   \n",
       "1.521342e+09  0.067521   0.300  0.067523    0.074  0.067526    2.221   \n",
       "1.521343e+09  0.067284   0.074  0.067292    0.335  0.067293    0.892   \n",
       "...                ...     ...       ...      ...       ...      ...   \n",
       "1.524754e+09  0.071418   0.560  0.071420    1.673  0.071421    0.140   \n",
       "1.524754e+09  0.071374   0.271  0.071376    0.280  0.071383    0.280   \n",
       "1.524754e+09  0.071275   0.120  0.071278    1.860  0.071279    1.204   \n",
       "1.524755e+09  0.071237   1.031  0.071239    2.300  0.071240    0.200   \n",
       "1.524755e+09  0.071225   0.414  0.071226    0.830  0.071228    0.271   \n",
       "1.524756e+09  0.071278   0.560  0.071282    0.560  0.071285    0.400   \n",
       "1.524756e+09  0.071287   3.615  0.071288    0.977  0.071291    0.020   \n",
       "1.524756e+09  0.071225   0.414  0.071226    0.830  0.071227    0.238   \n",
       "1.524757e+09  0.071290   0.050  0.071296   10.270  0.071302    6.221   \n",
       "1.524757e+09  0.071200   7.361  0.071201    0.100  0.071202    0.100   \n",
       "1.524757e+09  0.071231   2.380  0.071233   14.205  0.071234    0.563   \n",
       "1.524758e+09  0.071227   0.780  0.071229    0.166  0.071230    0.138   \n",
       "1.524758e+09  0.071200   8.131  0.071203    0.329  0.071204    0.100   \n",
       "1.524758e+09  0.071176   4.201  0.071177    0.198  0.071178    0.288   \n",
       "1.524759e+09  0.071194   1.031  0.071198    0.640  0.071200    9.710   \n",
       "1.524759e+09  0.071177   7.208  0.071180    0.340  0.071181    0.212   \n",
       "1.524759e+09  0.071168   3.078  0.071170    0.190  0.071172    0.015   \n",
       "1.524760e+09  0.071205   0.281  0.071208    0.281  0.071209    0.413   \n",
       "1.524760e+09  0.071351   0.100  0.071352    0.560  0.071356    0.280   \n",
       "1.524761e+09  0.071402   0.107  0.071410    0.302  0.071414    0.000   \n",
       "1.524761e+09  0.071317   3.150  0.071318    0.543  0.071320    0.583   \n",
       "1.524761e+09  0.071345   0.183  0.071346    0.550  0.071347    0.137   \n",
       "1.524762e+09  0.071465   0.100  0.071466    0.500  0.071467    3.611   \n",
       "1.524762e+09  0.071475  15.720  0.071486    0.279  0.071487    0.279   \n",
       "1.524762e+09  0.071391   0.387  0.071396    0.270  0.071397    0.282   \n",
       "1.524763e+09  0.071391   0.387  0.071393    0.450  0.071396    0.270   \n",
       "1.524763e+09  0.071421   0.013  0.071422    0.315  0.071423    0.100   \n",
       "1.524763e+09  0.071467   2.616  0.071470    0.001  0.071495    0.014   \n",
       "1.524764e+09  0.071470  11.826  0.071472    0.001  0.071473    0.000   \n",
       "1.524764e+09  0.071372   0.217  0.071377    9.549  0.071378    0.127   \n",
       "\n",
       "                  B_P4     B_V4      B_P5    B_V5      B_P6    B_V6      B_P7  \\\n",
       "1.521332e+09  0.069278    2.165  0.069281   0.400  0.069282   0.039  0.069283   \n",
       "1.521333e+09  0.068918    0.770  0.068920   1.000  0.068934  21.730  0.068955   \n",
       "1.521333e+09  0.068524    0.400  0.068535   1.458  0.068541   5.000  0.068545   \n",
       "1.521333e+09  0.068281    0.275  0.068292   0.387  0.068300  15.701  0.068302   \n",
       "1.521334e+09  0.068069    0.040  0.068070   0.707  0.068071   1.049  0.068074   \n",
       "1.521334e+09  0.068233    3.322  0.068234   0.001  0.068235   0.000  0.068235   \n",
       "1.521334e+09  0.068087    1.000  0.068092   0.514  0.068099   0.275  0.068100   \n",
       "1.521335e+09  0.068093    0.080  0.068099   0.434  0.068100   0.250  0.068115   \n",
       "1.521335e+09  0.068602    6.956  0.068603   0.580  0.068607   0.514  0.068610   \n",
       "1.521336e+09  0.068681    6.005  0.068683   0.400  0.068684   0.043  0.068686   \n",
       "1.521336e+09  0.068492    0.075  0.068499   0.159  0.068500   0.015  0.068503   \n",
       "1.521336e+09  0.068730    1.526  0.068731   0.159  0.068740   0.600  0.068745   \n",
       "1.521337e+09  0.068951    1.684  0.068958   0.010  0.068962   0.000  0.068965   \n",
       "1.521337e+09  0.068797    0.044  0.068799   1.635  0.068800   0.088  0.068801   \n",
       "1.521337e+09  0.068826    0.520  0.068827   0.159  0.068832   0.213  0.068833   \n",
       "1.521338e+09  0.068931  203.752  0.068931   0.000  0.068932   0.000  0.068932   \n",
       "1.521338e+09  0.068630    0.510  0.068650  18.822  0.068651   0.074  0.068652   \n",
       "1.521338e+09  0.068454    0.551  0.068455   0.123  0.068471   0.083  0.068486   \n",
       "1.521339e+09  0.068327    0.210  0.068329   0.940  0.068332   0.580  0.068333   \n",
       "1.521339e+09  0.068200    3.126  0.068204   0.050  0.068218   0.437  0.068219   \n",
       "1.521340e+09  0.068200    0.846  0.068204   0.040  0.068214   2.098  0.068216   \n",
       "1.521340e+09  0.068113    1.691  0.068114   1.468  0.068114   0.000  0.068115   \n",
       "1.521340e+09  0.067940    0.017  0.067943   0.040  0.067944   0.285  0.067945   \n",
       "1.521341e+09  0.067790    0.100  0.067795   0.020  0.067800   0.886  0.067815   \n",
       "1.521341e+09  0.067601    0.417  0.067605   0.520  0.067607   2.218  0.067615   \n",
       "1.521341e+09  0.067266    0.400  0.067270  20.615  0.067274   0.039  0.067276   \n",
       "1.521342e+09  0.067138    0.040  0.067160   0.090  0.067175   0.849  0.067181   \n",
       "1.521342e+09  0.067476    1.445  0.067478   0.398  0.067481   0.272  0.067496   \n",
       "1.521342e+09  0.067528    0.444  0.067530   2.000  0.067550  14.700  0.067568   \n",
       "1.521343e+09  0.067296    7.275  0.067300   0.069  0.067310   0.370  0.067311   \n",
       "...                ...      ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071424    0.741  0.071430   5.154  0.071431   0.885  0.071433   \n",
       "1.524754e+09  0.071385    0.176  0.071391   3.630  0.071395   4.196  0.071396   \n",
       "1.524754e+09  0.071283    1.031  0.071284   0.356  0.071285   0.187  0.071290   \n",
       "1.524755e+09  0.071245    0.089  0.071254   3.617  0.071255   0.312  0.071258   \n",
       "1.524755e+09  0.071231    2.100  0.071233   1.347  0.071234   0.449  0.071239   \n",
       "1.524756e+09  0.071286    0.265  0.071288   0.660  0.071290   0.066  0.071291   \n",
       "1.524756e+09  0.071293    0.417  0.071300   1.640  0.071301  28.931  0.071303   \n",
       "1.524756e+09  0.071228    0.078  0.071231   2.100  0.071233   1.347  0.071234   \n",
       "1.524757e+09  0.071305    0.000  0.071308   0.000  0.071311   0.000  0.071314   \n",
       "1.524757e+09  0.071212    0.163  0.071226   0.049  0.071227   0.280  0.071229   \n",
       "1.524757e+09  0.071235    0.100  0.071238   0.400  0.071240   0.280  0.071249   \n",
       "1.524758e+09  0.071231    2.543  0.071233   0.510  0.071238   0.100  0.071240   \n",
       "1.524758e+09  0.071206    0.322  0.071207   0.024  0.071209   0.166  0.071210   \n",
       "1.524758e+09  0.071181    0.212  0.071182   0.159  0.071183   0.262  0.071186   \n",
       "1.524759e+09  0.071201    0.571  0.071203   0.390  0.071204   0.364  0.071205   \n",
       "1.524759e+09  0.071183    0.262  0.071184   8.008  0.071185   3.389  0.071186   \n",
       "1.524759e+09  0.071177    0.198  0.071179   0.704  0.071181   0.312  0.071183   \n",
       "1.524760e+09  0.071210    0.821  0.071215   0.350  0.071229   0.296  0.071230   \n",
       "1.524760e+09  0.071358    3.927  0.071368   0.436  0.071369   0.280  0.071370   \n",
       "1.524761e+09  0.071418    0.000  0.071422   0.000  0.071426   0.000  0.071430   \n",
       "1.524761e+09  0.071322    0.025  0.071325  15.780  0.071328   0.491  0.071329   \n",
       "1.524761e+09  0.071360    0.070  0.071361   0.200  0.071362   0.128  0.071364   \n",
       "1.524762e+09  0.071471    0.330  0.071473   0.320  0.071477   1.680  0.071478   \n",
       "1.524762e+09  0.071488    2.902  0.071489   2.700  0.071491   0.194  0.071492   \n",
       "1.524762e+09  0.071398    0.053  0.071399   7.558  0.071401   0.301  0.071403   \n",
       "1.524763e+09  0.071397    0.282  0.071398   0.053  0.071399   7.573  0.071400   \n",
       "1.524763e+09  0.071429   65.173  0.071430   4.596  0.071434   0.162  0.071435   \n",
       "1.524763e+09  0.071508    0.000  0.071520   0.000  0.071532   0.000  0.071545   \n",
       "1.524764e+09  0.071474    0.000  0.071475   0.000  0.071476   0.000  0.071477   \n",
       "1.524764e+09  0.071380    0.043  0.071381   0.560  0.071384   0.180  0.071385   \n",
       "\n",
       "                B_V7      B_P8    B_V8      B_P9    B_V9     B_P10   B_V10  \\\n",
       "1.521332e+09   0.031  0.069289   0.022  0.069300  18.525  0.069306   0.334   \n",
       "1.521333e+09   0.234  0.068964   6.072  0.068984   0.387  0.068990   0.435   \n",
       "1.521333e+09   0.051  0.068549   0.146  0.068553   0.219  0.068560   0.400   \n",
       "1.521333e+09   0.350  0.068310   0.130  0.068312  29.316  0.068322   0.017   \n",
       "1.521334e+09   0.200  0.068075   0.015  0.068090   0.533  0.068095   0.090   \n",
       "1.521334e+09   0.000  0.068236   0.000  0.068236   0.000  0.068237   0.000   \n",
       "1.521334e+09   0.250  0.068104   0.100  0.068114   0.450  0.068115   0.159   \n",
       "1.521335e+09   0.540  0.068116   2.055  0.068120   0.023  0.068129  14.700   \n",
       "1.521335e+09  20.873  0.068617   0.016  0.068621   0.910  0.068623   0.860   \n",
       "1.521336e+09   1.827  0.068690   0.050  0.068704  12.038  0.068705   0.567   \n",
       "1.521336e+09   0.066  0.068512   0.915  0.068513   0.960  0.068516   0.320   \n",
       "1.521336e+09   0.043  0.068757   5.000  0.068765   3.811  0.068766   0.576   \n",
       "1.521337e+09   0.000  0.068969   0.000  0.068972   0.000  0.068976   0.000   \n",
       "1.521337e+09   0.668  0.068802   1.370  0.068806   0.039  0.068814   0.400   \n",
       "1.521337e+09   2.220  0.068835   0.278  0.068838   6.500  0.068839   0.569   \n",
       "1.521338e+09   0.000  0.068933   0.000  0.068933   0.000  0.068934   0.000   \n",
       "1.521338e+09   0.074  0.068667   0.029  0.068668   3.457  0.068669   8.653   \n",
       "1.521338e+09   0.917  0.068507   0.675  0.068513   0.376  0.068514   0.732   \n",
       "1.521339e+09   0.265  0.068342   1.600  0.068355   0.350  0.068364   0.392   \n",
       "1.521339e+09   0.159  0.068223   0.082  0.068232   0.737  0.068242   0.590   \n",
       "1.521340e+09   1.654  0.068218   0.437  0.068220  19.140  0.068223   0.082   \n",
       "1.521340e+09   0.000  0.068115   0.000  0.068116   0.000  0.068116   0.000   \n",
       "1.521340e+09   5.159  0.067961   0.070  0.067970   0.760  0.067971   0.084   \n",
       "1.521341e+09   1.066  0.067816   0.583  0.067822   0.385  0.067832   0.286   \n",
       "1.521341e+09   0.366  0.067617   0.414  0.067619   3.000  0.067629   0.400   \n",
       "1.521341e+09   1.477  0.067277   1.289  0.067283   2.229  0.067285   0.405   \n",
       "1.521342e+09   4.227  0.067183   2.762  0.067184   0.111  0.067187   0.453   \n",
       "1.521342e+09   0.400  0.067497   0.159  0.067503   2.500  0.067515   1.513   \n",
       "1.521342e+09   0.044  0.067569   0.056  0.067594   0.520  0.067598   0.400   \n",
       "1.521343e+09   0.350  0.067315   0.166  0.067317   0.350  0.067320   0.350   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   1.300  0.071435   0.031  0.071442   0.482  0.071444   4.723   \n",
       "1.524754e+09   0.252  0.071398   0.417  0.071399   0.859  0.071400   2.167   \n",
       "1.524754e+09   0.560  0.071291   0.120  0.071300   1.346  0.071309   0.280   \n",
       "1.524755e+09   0.130  0.071259   0.137  0.071267   0.900  0.071268   0.560   \n",
       "1.524755e+09   3.331  0.071240   0.128  0.071244   0.581  0.071245   1.351   \n",
       "1.524756e+09   0.432  0.071296   0.066  0.071300   0.020  0.071301   4.008   \n",
       "1.524756e+09   0.156  0.071304   0.200  0.071309   0.344  0.071311   0.410   \n",
       "1.524756e+09   0.449  0.071235   0.360  0.071239   2.300  0.071245   1.420   \n",
       "1.524757e+09   0.000  0.071317   0.000  0.071320   0.000  0.071323   0.000   \n",
       "1.524757e+09   0.166  0.071230   3.439  0.071231  16.865  0.071235   0.092   \n",
       "1.524757e+09  79.150  0.071250   9.178  0.071251  83.626  0.071252   0.280   \n",
       "1.524758e+09   0.280  0.071249  79.150  0.071250   9.178  0.071251  83.626   \n",
       "1.524758e+09  17.315  0.071211   0.200  0.071214   0.098  0.071226   0.049   \n",
       "1.524758e+09   0.075  0.071187   3.654  0.071191   3.079  0.071200   8.131   \n",
       "1.524759e+09   0.271  0.071208   4.059  0.071209   1.636  0.071211   1.000   \n",
       "1.524759e+09   0.075  0.071187   5.186  0.071191   3.300  0.071194   1.131   \n",
       "1.524759e+09   0.262  0.071186   0.075  0.071187  13.194  0.071191   3.300   \n",
       "1.524760e+09   0.912  0.071232   0.262  0.071242   0.280  0.071243   0.280   \n",
       "1.524760e+09   0.280  0.071371   0.016  0.071374   0.576  0.071380  15.800   \n",
       "1.524761e+09   0.000  0.071434   0.000  0.071438   0.000  0.071442   0.000   \n",
       "1.524761e+09   0.415  0.071331   0.079  0.071337   0.330  0.071339   0.081   \n",
       "1.524761e+09   0.480  0.071368   0.907  0.071370   0.560  0.071374   0.480   \n",
       "1.524762e+09   0.052  0.071481   1.986  0.071483   0.265  0.071485  15.760   \n",
       "1.524762e+09   0.710  0.071493   2.700  0.071494   0.377  0.071496   0.080   \n",
       "1.524762e+09   0.140  0.071405  16.050  0.071408   0.274  0.071410   0.225   \n",
       "1.524763e+09   4.009  0.071401   0.301  0.071402   1.775  0.071403   0.140   \n",
       "1.524763e+09   0.280  0.071440   0.014  0.071441   0.175  0.071442   0.280   \n",
       "1.524763e+09   0.000  0.071557   0.000  0.071570   0.000  0.071582   0.000   \n",
       "1.524764e+09   0.000  0.071478   0.000  0.071479   0.000  0.071480   0.000   \n",
       "1.524764e+09   0.966  0.071386   0.380  0.071390  15.843  0.071391   0.487   \n",
       "\n",
       "                 B_P11   B_V11     B_P12   B_V12     B_P13   B_V13     B_P14  \\\n",
       "1.521332e+09  0.069309   0.015  0.069313   0.367  0.069314   4.328  0.069316   \n",
       "1.521333e+09  0.068997   0.400  0.068998   0.918  0.069000  33.989  0.069001   \n",
       "1.521333e+09  0.068562   0.056  0.068573   3.000  0.068589   0.200  0.068591   \n",
       "1.521333e+09  0.068332   0.147  0.068340   1.317  0.068341   0.159  0.068350   \n",
       "1.521334e+09  0.068096   0.293  0.068099   0.335  0.068100   1.191  0.068105   \n",
       "1.521334e+09  0.068237   0.000  0.068238   0.000  0.068238   0.000  0.068239   \n",
       "1.521334e+09  0.068129  14.700  0.068132   2.847  0.068133   0.582  0.068136   \n",
       "1.521335e+09  0.068138   0.350  0.068140  19.020  0.068145   1.956  0.068150   \n",
       "1.521335e+09  0.068630   0.320  0.068631   0.262  0.068650   0.546  0.068655   \n",
       "1.521336e+09  0.068710  18.740  0.068711   6.828  0.068712   2.439  0.068712   \n",
       "1.521336e+09  0.068521   9.500  0.068522   6.000  0.068530   0.480  0.068542   \n",
       "1.521336e+09  0.068767   0.056  0.068770  20.000  0.068780   0.630  0.068790   \n",
       "1.521337e+09  0.068979   0.000  0.068983   0.000  0.068986   0.000  0.068990   \n",
       "1.521337e+09  0.068825   1.624  0.068828   1.556  0.068832   0.213  0.068838   \n",
       "1.521337e+09  0.068845   0.458  0.068855   0.350  0.068858   0.265  0.068870   \n",
       "1.521338e+09  0.068934   0.000  0.068935   0.000  0.068935   0.000  0.068936   \n",
       "1.521338e+09  0.068673   0.029  0.068674   0.090  0.068675   0.056  0.068683   \n",
       "1.521338e+09  0.068515   0.125  0.068515   0.000  0.068516   0.000  0.068516   \n",
       "1.521339e+09  0.068371   0.610  0.068372   5.000  0.068394   0.188  0.068396   \n",
       "1.521339e+09  0.068244   0.659  0.068246   0.310  0.068251   1.510  0.068261   \n",
       "1.521340e+09  0.068226   0.536  0.068232   0.737  0.068238   0.285  0.068239   \n",
       "1.521340e+09  0.068117   0.000  0.068117   0.000  0.068118   0.000  0.068118   \n",
       "1.521340e+09  0.067976   0.380  0.067978   1.243  0.067979   7.185  0.067987   \n",
       "1.521341e+09  0.067834   0.402  0.067835   0.205  0.067836   0.400  0.067840   \n",
       "1.521341e+09  0.067630   0.040  0.067636   0.405  0.067643   0.536  0.067650   \n",
       "1.521341e+09  0.067286   0.400  0.067287   3.022  0.067291   0.230  0.067300   \n",
       "1.521342e+09  0.067199   0.335  0.067210   0.192  0.067211   3.164  0.067226   \n",
       "1.521342e+09  0.067537   1.106  0.067548   5.313  0.067568   0.044  0.067592   \n",
       "1.521342e+09  0.067599   0.087  0.067600   0.399  0.067614   0.366  0.067622   \n",
       "1.521343e+09  0.067323   0.280  0.067324   0.056  0.067328   0.330  0.067331   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071445   2.996  0.071446   1.000  0.071447  12.800  0.071449   \n",
       "1.524754e+09  0.071403   0.415  0.071406   1.735  0.071407   0.056  0.071409   \n",
       "1.524754e+09  0.071310   0.280  0.071312   0.560  0.071324   0.320  0.071326   \n",
       "1.524755e+09  0.071272   0.340  0.071277   0.535  0.071278   0.560  0.071283   \n",
       "1.524755e+09  0.071264   0.312  0.071266   0.200  0.071267   0.560  0.071271   \n",
       "1.524756e+09  0.071309   0.925  0.071310   0.520  0.071320  18.954  0.071321   \n",
       "1.524756e+09  0.071321   0.820  0.071330   0.174  0.071335   9.167  0.071337   \n",
       "1.524756e+09  0.071246  28.954  0.071252   0.089  0.071258   0.332  0.071274   \n",
       "1.524757e+09  0.071326   0.000  0.071329   0.000  0.071332   0.000  0.071335   \n",
       "1.524757e+09  0.071250   0.006  0.071251   0.560  0.071255   0.302  0.071256   \n",
       "1.524757e+09  0.071253   0.046  0.071255  15.960  0.071256   0.100  0.071259   \n",
       "1.524758e+09  0.071252  18.184  0.071253   0.046  0.071260   1.468  0.071262   \n",
       "1.524758e+09  0.071227   0.280  0.071228   3.208  0.071229   0.166  0.071231   \n",
       "1.524758e+09  0.071201   2.387  0.071203   0.229  0.071217   2.304  0.071218   \n",
       "1.524759e+09  0.071215   0.356  0.071220   7.153  0.071225  16.230  0.071226   \n",
       "1.524759e+09  0.071196   0.356  0.071200   7.857  0.071201   0.025  0.071210   \n",
       "1.524759e+09  0.071200   6.063  0.071202   0.281  0.071205  16.181  0.071207   \n",
       "1.524760e+09  0.071245   0.296  0.071252   0.296  0.071259   0.330  0.071261   \n",
       "1.524760e+09  0.071384   0.103  0.071386   0.560  0.071389   0.343  0.071393   \n",
       "1.524761e+09  0.071446   0.000  0.071450   0.000  0.071454   0.000  0.071458   \n",
       "1.524761e+09  0.071345   0.183  0.071346   0.550  0.071361   0.018  0.071362   \n",
       "1.524761e+09  0.071376   2.835  0.071381   0.560  0.071385  14.345  0.071386   \n",
       "1.524762e+09  0.071486   0.330  0.071488   0.642  0.071489   0.279  0.071490   \n",
       "1.524762e+09  0.071497   0.000  0.071498   0.000  0.071499   0.000  0.071500   \n",
       "1.524762e+09  0.071411  14.701  0.071414   0.280  0.071417   0.560  0.071433   \n",
       "1.524763e+09  0.071404   0.140  0.071406   0.280  0.071423   0.030  0.071424   \n",
       "1.524763e+09  0.071443   0.104  0.071444   0.280  0.071445   0.330  0.071451   \n",
       "1.524763e+09  0.071595   0.000  0.071607   0.000  0.071620   0.000  0.071632   \n",
       "1.524764e+09  0.071481   0.000  0.071482   0.000  0.071483   0.000  0.071484   \n",
       "1.524764e+09  0.071392   0.832  0.071396   0.159  0.071397   0.282  0.071398   \n",
       "\n",
       "               B_V14     B_P15    B_V15     B_P16   B_V16     B_P17   B_V17  \\\n",
       "1.521332e+09   0.400  0.069319    0.016  0.069337   0.299  0.069343   0.275   \n",
       "1.521333e+09   0.189  0.069002    0.188  0.069009   0.334  0.069010   0.279   \n",
       "1.521333e+09   0.545  0.068595    0.334  0.068596   0.022  0.068600   0.054   \n",
       "1.521333e+09   4.000  0.068358    5.000  0.068359   0.365  0.068368   1.034   \n",
       "1.521334e+09   0.673  0.068110    1.182  0.068115   0.262  0.068118   0.110   \n",
       "1.521334e+09   0.000  0.068239    0.000  0.068240   0.000  0.068240   0.000   \n",
       "1.521334e+09   0.320  0.068146    0.500  0.068174  14.700  0.068177   0.350   \n",
       "1.521335e+09   0.131  0.068164    0.076  0.068170   5.835  0.068171   0.553   \n",
       "1.521335e+09   0.051  0.068658    5.000  0.068666   0.350  0.068671   0.517   \n",
       "1.521336e+09   0.000  0.068713    0.000  0.068713   0.000  0.068714   0.000   \n",
       "1.521336e+09   0.338  0.068554    1.265  0.068560   0.116  0.068561   0.043   \n",
       "1.521336e+09  19.290  0.068792    1.453  0.068793   0.029  0.068794  15.255   \n",
       "1.521337e+09   0.000  0.068993    0.000  0.068997   0.000  0.069000   0.000   \n",
       "1.521337e+09   6.500  0.068839    1.688  0.068841   0.044  0.068847   0.030   \n",
       "1.521337e+09   0.820  0.068884    0.220  0.068900   0.780  0.068922  20.000   \n",
       "1.521338e+09   0.000  0.068936    0.000  0.068937   0.000  0.068937   0.000   \n",
       "1.521338e+09  18.304  0.068690    0.200  0.068695   0.278  0.068698   0.020   \n",
       "1.521338e+09   0.000  0.068517    0.000  0.068517   0.000  0.068518   0.000   \n",
       "1.521339e+09   0.520  0.068399    0.310  0.068400   2.908  0.068472   0.001   \n",
       "1.521339e+09   0.333  0.068272   13.616  0.068280  14.171  0.068281   0.181   \n",
       "1.521340e+09   0.333  0.068240    0.402  0.068244   0.446  0.068246   0.349   \n",
       "1.521340e+09   0.000  0.068119    0.000  0.068119   0.000  0.068120   0.000   \n",
       "1.521340e+09   0.222  0.068000  127.072  0.068001   0.058  0.068008   0.420   \n",
       "1.521341e+09   0.330  0.067842    0.210  0.067845   0.884  0.067850   0.379   \n",
       "1.521341e+09   0.923  0.067653    0.400  0.067656   0.323  0.067657   0.090   \n",
       "1.521341e+09   0.644  0.067308    2.000  0.067316   3.100  0.067329   0.536   \n",
       "1.521342e+09   0.305  0.067230    0.044  0.067231   0.468  0.067235   0.530   \n",
       "1.521342e+09   0.640  0.067650    0.001  0.067654   0.361  0.067656   1.905   \n",
       "1.521342e+09   0.272  0.067637    0.400  0.067644   0.405  0.067651   0.400   \n",
       "1.521343e+09   0.316  0.067332    0.148  0.067340   0.330  0.067345   0.078   \n",
       "...              ...       ...      ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.083  0.071453    1.570  0.071454   0.836  0.071455   0.412   \n",
       "1.524754e+09   0.280  0.071410   52.049  0.071413   0.056  0.071418   0.560   \n",
       "1.524754e+09   0.162  0.071331    0.560  0.071335  15.910  0.071340   0.890   \n",
       "1.524755e+09  28.914  0.071285    0.100  0.071286   0.031  0.071287   0.703   \n",
       "1.524755e+09   3.691  0.071272    0.280  0.071273  20.120  0.071279   0.300   \n",
       "1.524756e+09   2.324  0.071322    0.250  0.071325   0.130  0.071330   0.280   \n",
       "1.524756e+09   0.342  0.071340   12.239  0.071341   0.266  0.071342   0.387   \n",
       "1.524756e+09   0.200  0.071289    0.100  0.071293   0.467  0.071294   0.130   \n",
       "1.524757e+09   0.000  0.071338    0.000  0.071341   0.000  0.071344   0.000   \n",
       "1.524757e+09   0.560  0.071262    0.560  0.071264   7.348  0.071265   0.560   \n",
       "1.524757e+09   0.560  0.071260    1.887  0.071262   0.200  0.071266   0.344   \n",
       "1.524758e+09  13.975  0.071270   16.257  0.071271   0.890  0.071278   0.560   \n",
       "1.524758e+09   2.380  0.071240    0.280  0.071249  79.150  0.071250  13.120   \n",
       "1.524758e+09  12.000  0.071233    0.163  0.071251   0.159  0.071252   0.560   \n",
       "1.524759e+09   0.104  0.071240    0.330  0.071249   0.117  0.071251   0.465   \n",
       "1.524759e+09  15.940  0.071214    0.330  0.071215   0.280  0.071220   8.254   \n",
       "1.524759e+09   0.162  0.071208    0.281  0.071209   1.000  0.071210   1.780   \n",
       "1.524760e+09   2.330  0.071265    4.764  0.071266   0.545  0.071267   1.369   \n",
       "1.524760e+09   0.330  0.071395    0.280  0.071399   2.310  0.071400   0.280   \n",
       "1.524761e+09   0.000  0.071462    0.000  0.071466   0.000  0.071470   0.000   \n",
       "1.524761e+09   0.343  0.071368    0.986  0.071370   0.956  0.071371   1.000   \n",
       "1.524761e+09   0.280  0.071390    0.330  0.071399   1.775  0.071400   1.408   \n",
       "1.524762e+09   0.279  0.071493    0.279  0.071494   0.279  0.071495   7.000   \n",
       "1.524762e+09   0.000  0.071501    0.000  0.071502   0.000  0.071503   0.000   \n",
       "1.524762e+09   0.970  0.071435    0.961  0.071436   1.399  0.071437   0.535   \n",
       "1.524763e+09   0.280  0.071432    0.241  0.071434   0.114  0.071437   0.054   \n",
       "1.524763e+09   0.059  0.071452    0.027  0.071453   0.280  0.071455   0.280   \n",
       "1.524763e+09   0.000  0.071645    0.000  0.071657   0.000  0.071670   0.000   \n",
       "1.524764e+09   0.000  0.071485    0.000  0.071486   0.000  0.071487   0.000   \n",
       "1.524764e+09   0.053  0.071399    7.558  0.071400   0.782  0.071401   0.400   \n",
       "\n",
       "                 B_P18   B_V18     B_P19    B_V19     B_P20   B_V20      S_P1  \\\n",
       "1.521332e+09  0.069360   0.130  0.069363    0.109  0.069373  20.000  0.069556   \n",
       "1.521333e+09  0.069011   0.030  0.069012    0.016  0.069016   0.350  0.069215   \n",
       "1.521333e+09  0.068602   0.120  0.068608    0.543  0.068609   0.261  0.068873   \n",
       "1.521333e+09  0.068371   0.261  0.068378    0.299  0.068390   0.320  0.068547   \n",
       "1.521334e+09  0.068140   2.142  0.068148    0.507  0.068155   0.575  0.068233   \n",
       "1.521334e+09  0.068241   0.000  0.068241    0.000  0.068242   0.000  0.068296   \n",
       "1.521334e+09  0.068178  16.982  0.068198    4.653  0.068199   0.039  0.068201   \n",
       "1.521335e+09  0.068172   0.267  0.068175    0.382  0.068210   9.464  0.068516   \n",
       "1.521335e+09  0.068679   0.972  0.068690    1.033  0.068691   0.082  0.068750   \n",
       "1.521336e+09  0.068714   0.000  0.068715    0.000  0.068715   0.000  0.068794   \n",
       "1.521336e+09  0.068570  60.466  0.068571   29.886  0.068573   0.551  0.068701   \n",
       "1.521336e+09  0.068800   0.001  0.068841    1.533  0.068844   0.001  0.068898   \n",
       "1.521337e+09  0.069004   0.000  0.069007    0.000  0.069011   0.000  0.069033   \n",
       "1.521337e+09  0.068849   0.038  0.068860    0.044  0.068862  20.481  0.068922   \n",
       "1.521337e+09  0.068930   0.016  0.068931  320.717  0.068960  13.888  0.068990   \n",
       "1.521338e+09  0.068938   0.000  0.068938    0.000  0.068939   0.000  0.068996   \n",
       "1.521338e+09  0.068700   1.848  0.068701    5.338  0.068725   0.321  0.068891   \n",
       "1.521338e+09  0.068518   0.000  0.068519    0.000  0.068519   0.000  0.068590   \n",
       "1.521339e+09  0.068508   0.000  0.068544    0.000  0.068580   0.000  0.068507   \n",
       "1.521339e+09  0.068300   0.183  0.068301    0.001  0.068304  13.721  0.068378   \n",
       "1.521340e+09  0.068251   0.578  0.068252    5.000  0.068256   0.400  0.068413   \n",
       "1.521340e+09  0.068121   0.000  0.068121    0.000  0.068122   0.000  0.068204   \n",
       "1.521340e+09  0.068010   0.370  0.068011    0.998  0.068012   0.905  0.068099   \n",
       "1.521341e+09  0.067856   1.618  0.067869    0.200  0.067870   7.430  0.067984   \n",
       "1.521341e+09  0.067673   0.335  0.067678    5.000  0.067679   0.934  0.067889   \n",
       "1.521341e+09  0.067331   0.033  0.067340    0.067  0.067349   0.574  0.067580   \n",
       "1.521342e+09  0.067238   0.869  0.067272    3.175  0.067273   6.180  0.067486   \n",
       "1.521342e+09  0.067657   4.767  0.067658    6.251  0.067659   6.677  0.067742   \n",
       "1.521342e+09  0.067652   0.462  0.067653    0.313  0.067654   0.056  0.067868   \n",
       "1.521343e+09  0.067347   0.309  0.067353    0.400  0.067400   3.896  0.067467   \n",
       "...                ...     ...       ...      ...       ...     ...       ...   \n",
       "1.524754e+09  0.071456   0.280  0.071457    0.507  0.071458   1.118  0.071531   \n",
       "1.524754e+09  0.071419   0.126  0.071421    0.140  0.071424   1.051  0.071559   \n",
       "1.524754e+09  0.071341   0.560  0.071347    0.560  0.071352   1.120  0.071419   \n",
       "1.524755e+09  0.071290  15.900  0.071292    0.001  0.071293   0.442  0.071363   \n",
       "1.524755e+09  0.071280   1.775  0.071281    1.304  0.071282   1.120  0.071366   \n",
       "1.524756e+09  0.071340   0.001  0.071341    1.135  0.071342   0.020  0.071410   \n",
       "1.524756e+09  0.071344   0.560  0.071345    2.942  0.071346   1.120  0.071424   \n",
       "1.524756e+09  0.071296   0.560  0.071300    0.560  0.071301   0.158  0.071368   \n",
       "1.524757e+09  0.071347   0.000  0.071350    0.000  0.071353   0.000  0.071327   \n",
       "1.524757e+09  0.071267   0.560  0.071271    6.816  0.071272   1.121  0.071345   \n",
       "1.524757e+09  0.071267   0.560  0.071273    0.560  0.071275   0.001  0.071345   \n",
       "1.524758e+09  0.071280   0.069  0.071282    0.560  0.071283   1.121  0.071356   \n",
       "1.524758e+09  0.071251  80.053  0.071252    0.001  0.071254   0.001  0.071319   \n",
       "1.524758e+09  0.071270   0.280  0.071271    1.279  0.071272   0.543  0.071351   \n",
       "1.524759e+09  0.071256   4.852  0.071257    0.526  0.071258   0.654  0.071329   \n",
       "1.524759e+09  0.071236   0.887  0.071239    0.060  0.071242   0.001  0.071310   \n",
       "1.524759e+09  0.071213   1.897  0.071214    0.329  0.071216   1.161  0.071304   \n",
       "1.524760e+09  0.071270  15.840  0.071271    0.560  0.071273   1.121  0.071372   \n",
       "1.524760e+09  0.071401   0.280  0.071403    0.358  0.071404   1.119  0.071472   \n",
       "1.524761e+09  0.071474   0.000  0.071478    0.000  0.071482   0.000  0.071474   \n",
       "1.524761e+09  0.071373   1.119  0.071374    0.068  0.071375   7.570  0.071438   \n",
       "1.524761e+09  0.071405   0.280  0.071434    0.720  0.071438   1.575  0.071502   \n",
       "1.524762e+09  0.071496   0.209  0.071497    0.832  0.071522   0.475  0.071589   \n",
       "1.524762e+09  0.071504   0.000  0.071505    0.000  0.071506   0.000  0.071576   \n",
       "1.524762e+09  0.071438   0.355  0.071440    0.013  0.071441   1.178  0.071509   \n",
       "1.524763e+09  0.071439   1.118  0.071449    0.220  0.071453   0.556  0.071508   \n",
       "1.524763e+09  0.071457   1.888  0.071460    6.996  0.071466   1.531  0.071530   \n",
       "1.524763e+09  0.071682   0.000  0.071695    0.000  0.071707   0.000  0.071535   \n",
       "1.524764e+09  0.071488   0.000  0.071489    0.000  0.071490   0.000  0.071510   \n",
       "1.524764e+09  0.071406   0.130  0.071419    0.083  0.071421   1.118  0.071490   \n",
       "\n",
       "                S_V1      S_P2    S_V2      S_P3    S_V3      S_P4    S_V4  \\\n",
       "1.521332e+09   1.724  0.069557   0.283  0.069558   4.166  0.069559   0.870   \n",
       "1.521333e+09   1.451  0.069237   0.500  0.069238   0.001  0.069241   0.278   \n",
       "1.521333e+09   1.528  0.068874   1.332  0.068875   1.362  0.068879   0.075   \n",
       "1.521333e+09   0.481  0.068548   3.345  0.068550   0.350  0.068560   0.527   \n",
       "1.521334e+09   4.103  0.068234   1.311  0.068236   1.575  0.068245   0.939   \n",
       "1.521334e+09   0.001  0.068305   0.074  0.068334   6.295  0.068335   0.269   \n",
       "1.521334e+09   0.000  0.068201   0.000  0.068201   0.000  0.068201   0.000   \n",
       "1.521335e+09   0.352  0.068540   3.053  0.068541  11.168  0.068542   0.070   \n",
       "1.521335e+09   0.000  0.068750   0.000  0.068750   0.000  0.068750   0.000   \n",
       "1.521336e+09   7.096  0.068795   0.336  0.068801   1.312  0.068864   0.086   \n",
       "1.521336e+09   0.542  0.068706   0.298  0.068707   0.304  0.068710   0.304   \n",
       "1.521336e+09   0.000  0.068898   0.000  0.068898   0.000  0.068900   0.000   \n",
       "1.521337e+09   0.386  0.069034   1.252  0.069035   0.185  0.069041   0.199   \n",
       "1.521337e+09   0.000  0.068922   0.000  0.068922   0.000  0.068922   0.000   \n",
       "1.521337e+09   0.000  0.068990   0.000  0.068990   0.000  0.068990   0.000   \n",
       "1.521338e+09   0.653  0.069007   1.046  0.069008   3.179  0.069016   0.003   \n",
       "1.521338e+09   0.217  0.068893   2.419  0.068894   0.566  0.068898   0.051   \n",
       "1.521338e+09   0.001  0.068601   0.100  0.068602   1.168  0.068618   3.355   \n",
       "1.521339e+09  10.074  0.068531   0.677  0.068541   0.672  0.068545   0.600   \n",
       "1.521339e+09   0.000  0.068378   0.000  0.068378   0.000  0.068378   0.000   \n",
       "1.521340e+09   0.100  0.068417   0.463  0.068422   0.106  0.068427  13.562   \n",
       "1.521340e+09   6.854  0.068205   6.288  0.068206   0.572  0.068232  11.826   \n",
       "1.521340e+09   0.247  0.068100   0.642  0.068101   1.257  0.068102   1.642   \n",
       "1.521341e+09   0.964  0.067985   2.624  0.067986   3.329  0.067987   0.101   \n",
       "1.521341e+09   0.358  0.067890   2.079  0.067891   0.396  0.067892   0.256   \n",
       "1.521341e+09   0.001  0.067581   0.518  0.067584   2.402  0.067588   2.100   \n",
       "1.521342e+09   1.000  0.067493   0.044  0.067497   0.405  0.067500   0.015   \n",
       "1.521342e+09   1.172  0.067743   0.238  0.067744   0.996  0.067745   0.270   \n",
       "1.521342e+09   2.249  0.067869   0.386  0.067874   0.575  0.067880   1.024   \n",
       "1.521343e+09   1.869  0.067476   0.367  0.067478   3.645  0.067480   0.509   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.546  0.071532   0.181  0.071534   0.663  0.071535   2.308   \n",
       "1.524754e+09   0.822  0.071560   0.279  0.071561   0.279  0.071563   0.279   \n",
       "1.524754e+09   0.294  0.071420   0.560  0.071421   1.405  0.071441   0.795   \n",
       "1.524755e+09   1.503  0.071364   1.775  0.071366   0.239  0.071369   0.885   \n",
       "1.524755e+09   0.000  0.071366   0.000  0.071366   0.000  0.071366   0.000   \n",
       "1.524756e+09   1.302  0.071414   0.228  0.071415   0.560  0.071417   0.280   \n",
       "1.524756e+09   0.560  0.071425   1.210  0.071432   0.796  0.071433   0.560   \n",
       "1.524756e+09   0.495  0.071369   0.264  0.071370   0.185  0.071374   0.602   \n",
       "1.524757e+09   2.901  0.071328   0.353  0.071329   0.074  0.071331   0.280   \n",
       "1.524757e+09   0.123  0.071348   0.796  0.071349   0.560  0.071354   0.890   \n",
       "1.524757e+09   0.001  0.071346   0.048  0.071348   0.560  0.071349   4.983   \n",
       "1.524758e+09   0.473  0.071357   0.513  0.071359   0.180  0.071361   0.798   \n",
       "1.524758e+09   0.857  0.071322  11.059  0.071323   5.530  0.071324   1.940   \n",
       "1.524758e+09   4.655  0.071364   0.280  0.071365  14.976  0.071368   1.000   \n",
       "1.524759e+09   0.001  0.071330   3.680  0.071332   0.560  0.071334   1.822   \n",
       "1.524759e+09   0.373  0.071311   0.829  0.071312   0.148  0.071313   0.969   \n",
       "1.524759e+09   1.263  0.071308   1.137  0.071309   0.040  0.071310   0.073   \n",
       "1.524760e+09   0.560  0.071373   0.657  0.071378   0.346  0.071379   0.560   \n",
       "1.524760e+09   0.001  0.071473   4.624  0.071475   0.090  0.071477   0.560   \n",
       "1.524761e+09   0.003  0.071475   0.221  0.071476   0.280  0.071478   1.409   \n",
       "1.524761e+09   0.000  0.071438   0.000  0.071438   0.000  0.071438   0.000   \n",
       "1.524761e+09   0.140  0.071503   0.352  0.071505   0.240  0.071506   1.154   \n",
       "1.524762e+09   0.559  0.071590   0.420  0.071594   0.170  0.071595   2.034   \n",
       "1.524762e+09   0.785  0.071577   1.292  0.071578   0.080  0.071580   1.289   \n",
       "1.524762e+09   1.707  0.071510   0.001  0.071511  11.435  0.071515  15.711   \n",
       "1.524763e+09   0.118  0.071509   2.309  0.071511   0.280  0.071515  15.770   \n",
       "1.524763e+09   0.025  0.071531   0.370  0.071532   0.098  0.071533   1.259   \n",
       "1.524763e+09   0.097  0.071536   0.611  0.071537   0.212  0.071539   0.271   \n",
       "1.524764e+09   0.330  0.071511   0.064  0.071520   0.226  0.071529   0.280   \n",
       "1.524764e+09   0.000  0.071491   0.000  0.071491   0.000  0.071491   0.000   \n",
       "\n",
       "                  S_P5    S_V5      S_P6    S_V6      S_P7    S_V7      S_P8  \\\n",
       "1.521332e+09  0.069560  23.200  0.069568   0.372  0.069569   1.248  0.069596   \n",
       "1.521333e+09  0.069244   1.933  0.069247   0.536  0.069250  19.809  0.069275   \n",
       "1.521333e+09  0.068896   1.400  0.068899   5.695  0.068910   0.244  0.068922   \n",
       "1.521333e+09  0.068592   0.758  0.068601   0.889  0.068602   0.841  0.068603   \n",
       "1.521334e+09  0.068261   1.217  0.068276  19.434  0.068290   2.021  0.068307   \n",
       "1.521334e+09  0.068346   0.170  0.068353   0.543  0.068357   0.230  0.068362   \n",
       "1.521334e+09  0.068201   0.000  0.068201   0.000  0.068201   0.000  0.068201   \n",
       "1.521335e+09  0.068548   0.388  0.068557  11.000  0.068564  16.329  0.068567   \n",
       "1.521335e+09  0.068750   0.000  0.068750   0.000  0.068750   0.000  0.068750   \n",
       "1.521336e+09  0.068865   0.711  0.068867   2.178  0.068868   0.764  0.068869   \n",
       "1.521336e+09  0.068713   0.765  0.068714   0.302  0.068717   0.547  0.068736   \n",
       "1.521336e+09  0.068897   0.464  0.068902   0.399  0.068910   1.301  0.068935   \n",
       "1.521337e+09  0.069042   0.119  0.069043   0.159  0.069044   0.119  0.069054   \n",
       "1.521337e+09  0.068922   0.000  0.068922   0.000  0.068922   0.000  0.068922   \n",
       "1.521337e+09  0.068990   0.000  0.068990   0.000  0.068990   0.000  0.068990   \n",
       "1.521338e+09  0.069018   0.519  0.069020   0.722  0.069025   3.347  0.069026   \n",
       "1.521338e+09  0.068900   3.572  0.068907   0.428  0.068909   2.217  0.068911   \n",
       "1.521338e+09  0.068621   0.100  0.068625   0.726  0.068626   0.100  0.068628   \n",
       "1.521339e+09  0.068576   0.767  0.068579   0.324  0.068583   0.220  0.068585   \n",
       "1.521339e+09  0.068378   0.000  0.068378   0.000  0.068378   0.000  0.068378   \n",
       "1.521340e+09  0.068448   0.498  0.068468   0.767  0.068469   0.100  0.068470   \n",
       "1.521340e+09  0.068259   0.579  0.068266   1.106  0.068267   0.100  0.068269   \n",
       "1.521340e+09  0.068106   3.361  0.068107   0.660  0.068108   0.262  0.068116   \n",
       "1.521341e+09  0.067988   2.204  0.067989   0.498  0.067990   0.170  0.067992   \n",
       "1.521341e+09  0.067894   0.256  0.067896   0.087  0.067898   0.400  0.067905   \n",
       "1.521341e+09  0.067600   0.920  0.067614   0.811  0.067616   0.400  0.067625   \n",
       "1.521342e+09  0.067509   0.272  0.067510  23.890  0.067511   0.610  0.067513   \n",
       "1.521342e+09  0.067746   2.642  0.067747   0.162  0.067756   0.032  0.067763   \n",
       "1.521342e+09  0.067889   0.077  0.067899   0.976  0.067900   0.010  0.067904   \n",
       "1.521343e+09  0.067485   0.120  0.067490   1.407  0.067501   0.961  0.067511   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071543   0.880  0.071547   0.419  0.071551   0.560  0.071552   \n",
       "1.524754e+09  0.071565   1.446  0.071566   0.279  0.071569   0.130  0.071570   \n",
       "1.524754e+09  0.071444   0.338  0.071445  15.910  0.071449   0.280  0.071450   \n",
       "1.524755e+09  0.071370   0.560  0.071371   0.144  0.071376   0.032  0.071394   \n",
       "1.524755e+09  0.071366   0.000  0.071366   0.000  0.071366   0.000  0.071366   \n",
       "1.524756e+09  0.071418   0.560  0.071419   0.890  0.071421   0.796  0.071422   \n",
       "1.524756e+09  0.071435   0.548  0.071438   0.167  0.071439   1.909  0.071440   \n",
       "1.524756e+09  0.071375   0.164  0.071376   0.280  0.071379   0.560  0.071380   \n",
       "1.524757e+09  0.071336   0.001  0.071342   0.560  0.071344   0.560  0.071345   \n",
       "1.524757e+09  0.071357   9.367  0.071358   0.560  0.071359   0.145  0.071365   \n",
       "1.524757e+09  0.071350  15.035  0.071353   0.130  0.071354   3.576  0.071356   \n",
       "1.524758e+09  0.071362   0.932  0.071364   0.694  0.071365   0.423  0.071366   \n",
       "1.524758e+09  0.071325   0.122  0.071326   0.420  0.071327   6.660  0.071333   \n",
       "1.524758e+09  0.071369   0.460  0.071370   1.492  0.071372   1.560  0.071376   \n",
       "1.524759e+09  0.071340  28.754  0.071349   7.479  0.071350   4.936  0.071353   \n",
       "1.524759e+09  0.071314   0.560  0.071315   0.560  0.071316   0.405  0.071317   \n",
       "1.524759e+09  0.071311   1.879  0.071312   0.280  0.071313   0.030  0.071316   \n",
       "1.524760e+09  0.071380  15.840  0.071382   0.560  0.071388   0.280  0.071389   \n",
       "1.524760e+09  0.071479   0.560  0.071480   0.046  0.071481   0.462  0.071491   \n",
       "1.524761e+09  0.071480  16.809  0.071481   1.000  0.071482  13.766  0.071485   \n",
       "1.524761e+09  0.071438   0.000  0.071438   0.000  0.071438   0.000  0.071438   \n",
       "1.524761e+09  0.071507   1.315  0.071511   0.330  0.071512   0.021  0.071520   \n",
       "1.524762e+09  0.071598   0.698  0.071599   2.306  0.071600  40.971  0.071601   \n",
       "1.524762e+09  0.071581   0.200  0.071582   0.508  0.071584   2.465  0.071585   \n",
       "1.524762e+09  0.071518   0.054  0.071520  15.785  0.071521   1.861  0.071525   \n",
       "1.524763e+09  0.071516   0.420  0.071518   0.025  0.071520   3.398  0.071526   \n",
       "1.524763e+09  0.071534   0.280  0.071549   0.788  0.071550  16.302  0.071553   \n",
       "1.524763e+09  0.071540  17.040  0.071542   0.784  0.071543   0.280  0.071544   \n",
       "1.524764e+09  0.071530   6.754  0.071532   1.539  0.071534   0.691  0.071535   \n",
       "1.524764e+09  0.071493   0.000  0.071490   2.309  0.071495   0.037  0.071496   \n",
       "\n",
       "                S_V8      S_P9    S_V9     S_P10   S_V10     S_P11   S_V11  \\\n",
       "1.521332e+09   0.400  0.069599   0.400  0.069600   0.824  0.069609   0.320   \n",
       "1.521333e+09  10.000  0.069276   0.819  0.069291   0.994  0.069294   2.500   \n",
       "1.521333e+09   2.261  0.068929   2.818  0.068932   0.334  0.068933   0.759   \n",
       "1.521333e+09   0.759  0.068606   2.014  0.068620   2.460  0.068642   0.100   \n",
       "1.521334e+09   7.108  0.068322   0.818  0.068326   0.190  0.068329   1.159   \n",
       "1.521334e+09   0.160  0.068363   0.110  0.068366   0.701  0.068373   0.100   \n",
       "1.521334e+09   0.000  0.068201   0.000  0.068201   0.000  0.068201   0.000   \n",
       "1.521335e+09   0.067  0.068587   0.096  0.068588   1.531  0.068589   0.200   \n",
       "1.521335e+09   0.000  0.068750   0.000  0.068750   0.000  0.068751   0.000   \n",
       "1.521336e+09   0.572  0.068871   0.391  0.068875   0.123  0.068878   0.145   \n",
       "1.521336e+09   5.037  0.068740  22.823  0.068744   0.400  0.068762   0.278   \n",
       "1.521336e+09   0.111  0.068940   0.119  0.068950   0.185  0.068960   0.809   \n",
       "1.521337e+09   0.015  0.069071   0.150  0.069076   0.732  0.069080   0.783   \n",
       "1.521337e+09   0.000  0.068922   0.000  0.068922   0.000  0.068922   0.000   \n",
       "1.521337e+09   0.000  0.068990   0.000  0.068990   0.000  0.068990   0.000   \n",
       "1.521338e+09   3.520  0.069027   0.057  0.069028   0.679  0.069029   1.730   \n",
       "1.521338e+09   4.011  0.068918   3.400  0.068920  21.724  0.068934   0.050   \n",
       "1.521338e+09   0.200  0.068630   0.059  0.068642   0.767  0.068643   0.278   \n",
       "1.521339e+09   0.159  0.068586   2.253  0.068587   7.171  0.068588   0.304   \n",
       "1.521339e+09   0.000  0.068378   0.000  0.068378   0.000  0.068378   0.000   \n",
       "1.521340e+09   0.100  0.068472   1.211  0.068480   1.152  0.068481   0.100   \n",
       "1.521340e+09   0.043  0.068270   0.100  0.068274   0.100  0.068285   0.533   \n",
       "1.521340e+09   2.100  0.068139   0.057  0.068145   0.725  0.068167   5.000   \n",
       "1.521341e+09   7.773  0.067995   0.335  0.068000  12.671  0.068027   4.999   \n",
       "1.521341e+09   0.085  0.067907   0.422  0.067908   0.589  0.067909   2.679   \n",
       "1.521341e+09   0.400  0.067631   0.288  0.067641   0.044  0.067642   0.770   \n",
       "1.521342e+09  14.600  0.067522   0.056  0.067523   7.419  0.067524   0.400   \n",
       "1.521342e+09   0.074  0.067771   0.405  0.067794   0.421  0.067795   0.536   \n",
       "1.521342e+09   0.440  0.067912   0.103  0.067926   0.596  0.067928   0.451   \n",
       "1.521343e+09   0.771  0.067512   1.017  0.067524   0.970  0.067528   0.872   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.480  0.071558   0.558  0.071560   0.279  0.071561   0.279   \n",
       "1.524754e+09   0.860  0.071577   0.200  0.071578   0.558  0.071580   1.941   \n",
       "1.524754e+09   3.921  0.071451   0.140  0.071454   0.311  0.071458   0.560   \n",
       "1.524755e+09   0.794  0.071395  15.900  0.071402   0.560  0.071405   0.560   \n",
       "1.524755e+09   0.000  0.071366   0.000  0.071366   0.000  0.071366   0.000   \n",
       "1.524756e+09   0.280  0.071424   0.280  0.071427   0.123  0.071428   0.001   \n",
       "1.524756e+09  12.531  0.071444   0.054  0.071446   0.560  0.071450   0.560   \n",
       "1.524756e+09   0.074  0.071382   0.130  0.071383   0.200  0.071385   0.361   \n",
       "1.524757e+09  12.000  0.071346   0.220  0.071347   0.324  0.071349   2.314   \n",
       "1.524757e+09  16.977  0.071366   0.423  0.071369   3.456  0.071370   3.473   \n",
       "1.524757e+09   0.760  0.071357   2.448  0.071358   0.088  0.071364   0.560   \n",
       "1.524758e+09   0.423  0.071369   0.422  0.071370   3.473  0.071371   5.368   \n",
       "1.524758e+09   0.707  0.071335   0.560  0.071336   0.508  0.071337   0.073   \n",
       "1.524758e+09   0.130  0.071378   0.560  0.071380  22.408  0.071381   6.671   \n",
       "1.524759e+09   0.423  0.071357   0.127  0.071358   0.560  0.071361   0.417   \n",
       "1.524759e+09   0.797  0.071318   0.471  0.071320   0.122  0.071321   0.330   \n",
       "1.524759e+09   1.232  0.071320   0.280  0.071322  29.129  0.071323   7.495   \n",
       "1.524760e+09   1.329  0.071392   0.535  0.071394   0.560  0.071395   0.835   \n",
       "1.524760e+09   0.791  0.071494   0.300  0.071497   1.493  0.071499   0.178   \n",
       "1.524761e+09   0.678  0.071486   0.280  0.071488   0.560  0.071495   0.791   \n",
       "1.524761e+09   0.000  0.071438   0.000  0.071438   0.000  0.071438   0.000   \n",
       "1.524761e+09  30.342  0.071523   0.510  0.071524   0.287  0.071527   0.272   \n",
       "1.524762e+09   0.279  0.071605   0.170  0.071606   0.058  0.071607  34.136   \n",
       "1.524762e+09   0.130  0.071586   4.006  0.071588   0.001  0.071590  13.682   \n",
       "1.524762e+09   0.966  0.071527   0.165  0.071528   0.330  0.071529  11.000   \n",
       "1.524763e+09   0.424  0.071527   0.199  0.071529  11.000  0.071531   1.385   \n",
       "1.524763e+09   0.288  0.071555   7.000  0.071557   1.031  0.071560   0.228   \n",
       "1.524763e+09   1.262  0.071545   0.245  0.071549   6.993  0.071550  30.356   \n",
       "1.524764e+09   0.097  0.071536   0.402  0.071543   0.280  0.071544   0.203   \n",
       "1.524764e+09   2.048  0.071497   3.151  0.071499   0.864  0.071501   1.207   \n",
       "\n",
       "                 S_P12   S_V12     S_P13   S_V13     S_P14   S_V14     S_P15  \\\n",
       "1.521332e+09  0.069610   9.109  0.069612   0.261  0.069620   0.350  0.069626   \n",
       "1.521333e+09  0.069300  62.200  0.069305   0.847  0.069309   2.400  0.069310   \n",
       "1.521333e+09  0.068934   6.533  0.068938   0.861  0.068939   0.913  0.068946   \n",
       "1.521333e+09  0.068644   5.200  0.068649   0.275  0.068663   0.159  0.068664   \n",
       "1.521334e+09  0.068344   0.159  0.068345   5.130  0.068353   0.193  0.068363   \n",
       "1.521334e+09  0.068379   0.335  0.068383   0.262  0.068387   0.120  0.068393   \n",
       "1.521334e+09  0.068201   0.000  0.068201   0.000  0.068202   0.000  0.068202   \n",
       "1.521335e+09  0.068596   0.156  0.068599   0.731  0.068600   0.015  0.068602   \n",
       "1.521335e+09  0.068751   0.000  0.068751   0.000  0.068752   0.000  0.068753   \n",
       "1.521336e+09  0.068881   1.341  0.068888   0.645  0.068898   0.320  0.068900   \n",
       "1.521336e+09  0.068770   0.264  0.068772   3.028  0.068774   3.789  0.068780   \n",
       "1.521336e+09  0.068962   0.238  0.068964   1.086  0.068965   2.172  0.068986   \n",
       "1.521337e+09  0.069088   0.400  0.069090   3.337  0.069097   0.766  0.069100   \n",
       "1.521337e+09  0.068922   0.000  0.068922   0.000  0.068922   0.000  0.068922   \n",
       "1.521337e+09  0.068990   0.000  0.068990   0.000  0.068990   0.000  0.068990   \n",
       "1.521338e+09  0.069034   3.829  0.069050  13.578  0.069070   0.332  0.069071   \n",
       "1.521338e+09  0.068942   0.479  0.068949   0.569  0.068950  23.978  0.068963   \n",
       "1.521338e+09  0.068650   1.306  0.068652   0.100  0.068655   0.200  0.068656   \n",
       "1.521339e+09  0.068589   0.200  0.068596   1.395  0.068599   0.070  0.068600   \n",
       "1.521339e+09  0.068378   1.495  0.068379   0.377  0.068380   2.281  0.068381   \n",
       "1.521340e+09  0.068483   0.270  0.068485   0.271  0.068493   0.400  0.068495   \n",
       "1.521340e+09  0.068286   0.285  0.068294   0.271  0.068295   2.711  0.068296   \n",
       "1.521340e+09  0.068168   1.149  0.068170   0.729  0.068173   1.099  0.068174   \n",
       "1.521341e+09  0.068028   4.100  0.068035   0.146  0.068036   0.536  0.068038   \n",
       "1.521341e+09  0.067928   0.017  0.067934   0.770  0.067935   3.367  0.067936   \n",
       "1.521341e+09  0.067649   0.976  0.067653   0.586  0.067654   1.022  0.067670   \n",
       "1.521342e+09  0.067525   0.170  0.067540   0.313  0.067549   0.044  0.067550   \n",
       "1.521342e+09  0.067798   0.446  0.067800   0.015  0.067806   0.272  0.067810   \n",
       "1.521342e+09  0.067950   0.366  0.067955   0.272  0.067959   0.427  0.067974   \n",
       "1.521343e+09  0.067535   2.500  0.067560   0.159  0.067571   0.918  0.067572   \n",
       "...                ...     ...       ...     ...       ...     ...       ...   \n",
       "1.524754e+09  0.071562   0.221  0.071565   0.138  0.071567   0.279  0.071568   \n",
       "1.524754e+09  0.071583   0.140  0.071585   1.490  0.071588   0.140  0.071589   \n",
       "1.524754e+09  0.071460   0.130  0.071467   1.031  0.071469   0.909  0.071470   \n",
       "1.524755e+09  0.071406   0.129  0.071408   0.560  0.071412   0.560  0.071413   \n",
       "1.524755e+09  0.071366   0.000  0.071366   0.000  0.071366   0.000  0.071366   \n",
       "1.524756e+09  0.071429   0.185  0.071430   1.311  0.071434   0.560  0.071435   \n",
       "1.524756e+09  0.071452   0.385  0.071467   0.785  0.071480   0.501  0.071481   \n",
       "1.524756e+09  0.071387   0.013  0.071391   0.560  0.071394   0.560  0.071396   \n",
       "1.524757e+09  0.071356   1.262  0.071357   0.442  0.071358   0.560  0.071360   \n",
       "1.524757e+09  0.071371   0.560  0.071372   0.312  0.071373   0.528  0.071374   \n",
       "1.524757e+09  0.071365  15.970  0.071366   0.423  0.071370   3.473  0.071371   \n",
       "1.524758e+09  0.071372   0.300  0.071373   1.794  0.071374  73.843  0.071379   \n",
       "1.524758e+09  0.071338   0.560  0.071340   0.560  0.071343   0.797  0.071344   \n",
       "1.524758e+09  0.071382   0.369  0.071383   0.052  0.071385   0.761  0.071387   \n",
       "1.524759e+09  0.071364   0.545  0.071366   0.330  0.071369   0.260  0.071370   \n",
       "1.524759e+09  0.071323   0.196  0.071325  18.524  0.071327   0.560  0.071329   \n",
       "1.524759e+09  0.071324   0.578  0.071325   0.825  0.071326   0.280  0.071327   \n",
       "1.524760e+09  0.071396   0.560  0.071398   0.281  0.071399   0.302  0.071400   \n",
       "1.524760e+09  0.071500   8.839  0.071502   0.140  0.071503   0.352  0.071505   \n",
       "1.524761e+09  0.071496   0.200  0.071497   1.493  0.071499  14.178  0.071500   \n",
       "1.524761e+09  0.071438   0.000  0.071438   0.000  0.071438   0.000  0.071438   \n",
       "1.524761e+09  0.071528   0.247  0.071531   0.018  0.071533   2.000  0.071536   \n",
       "1.524762e+09  0.071612   2.159  0.071613   0.089  0.071614   0.279  0.071615   \n",
       "1.524762e+09  0.071593   0.140  0.071594  12.915  0.071595  17.566  0.071598   \n",
       "1.524762e+09  0.071530   2.442  0.071531   0.732  0.071534   0.511  0.071535   \n",
       "1.524763e+09  0.071534   0.529  0.071535   8.541  0.071536   0.560  0.071538   \n",
       "1.524763e+09  0.071564   0.558  0.071567   0.279  0.071568   0.449  0.071570   \n",
       "1.524763e+09  0.071553   0.288  0.071555   9.687  0.071560   0.228  0.071564   \n",
       "1.524764e+09  0.071545  16.035  0.071548   0.784  0.071549   6.993  0.071550   \n",
       "1.524764e+09  0.071502   0.303  0.071508   0.456  0.071510   0.053  0.071512   \n",
       "\n",
       "               S_V15     S_P16   S_V16     S_P17   S_V17     S_P18   S_V18  \\\n",
       "1.521332e+09   0.989  0.069628   0.016  0.069636   0.159  0.069637   2.893   \n",
       "1.521333e+09   0.788  0.069313   0.400  0.069317   1.400  0.069324   6.345   \n",
       "1.521333e+09   3.288  0.068949   0.559  0.068950   0.299  0.068951   0.130   \n",
       "1.521333e+09   0.334  0.068670   0.684  0.068673   0.635  0.068678   5.586   \n",
       "1.521334e+09   0.514  0.068364   3.131  0.068376   0.130  0.068377   0.240   \n",
       "1.521334e+09   0.062  0.068396   1.166  0.068408   0.100  0.068418   0.159   \n",
       "1.521334e+09   0.000  0.068202   0.000  0.068203   0.000  0.068205   0.000   \n",
       "1.521335e+09   0.120  0.068610   3.000  0.068621   0.874  0.068627   9.500   \n",
       "1.521335e+09   0.000  0.068754   0.000  0.068760   0.000  0.068749   7.681   \n",
       "1.521336e+09   3.454  0.068906   0.264  0.068933   0.451  0.068937   0.400   \n",
       "1.521336e+09   0.076  0.068782   2.500  0.068791   7.249  0.068800   1.000   \n",
       "1.521336e+09   0.766  0.068990   0.264  0.068991   0.320  0.068994   0.131   \n",
       "1.521337e+09   5.610  0.069104   0.400  0.069107   0.200  0.069116   1.219   \n",
       "1.521337e+09   0.000  0.068922   0.000  0.068922   0.000  0.068922   0.000   \n",
       "1.521337e+09   0.000  0.068990   0.000  0.068990   3.236  0.068991   0.001   \n",
       "1.521338e+09   0.100  0.069072   0.100  0.069090   3.337  0.069091   0.119   \n",
       "1.521338e+09   0.001  0.069007  13.578  0.069011   0.819  0.069020   0.646   \n",
       "1.521338e+09   0.070  0.068658   0.007  0.068668   0.265  0.068680   0.159   \n",
       "1.521339e+09  25.965  0.068601   2.000  0.068611   2.500  0.068613   0.406   \n",
       "1.521339e+09   0.944  0.068382   0.264  0.068386   0.064  0.068387   0.200   \n",
       "1.521340e+09   3.583  0.068500  26.550  0.068526   0.056  0.068527   0.210   \n",
       "1.521340e+09   4.331  0.068297   0.202  0.068298   0.466  0.068300   0.158   \n",
       "1.521340e+09   0.247  0.068175   0.279  0.068177   0.093  0.068178   1.840   \n",
       "1.521341e+09   0.100  0.068046   0.272  0.068047   0.313  0.068050   0.811   \n",
       "1.521341e+09   1.485  0.067944   0.910  0.067948   0.400  0.067949   0.001   \n",
       "1.521341e+09  28.781  0.067678   2.500  0.067680   0.771  0.067684   0.699   \n",
       "1.521342e+09   0.444  0.067558   2.000  0.067564   0.335  0.067569   5.000   \n",
       "1.521342e+09   0.366  0.067818   0.229  0.067835   0.244  0.067844   0.056   \n",
       "1.521342e+09   0.448  0.067975   1.540  0.067981   0.771  0.067987   0.287   \n",
       "1.521343e+09  99.210  0.067574   0.287  0.067579   0.529  0.067581   0.541   \n",
       "...              ...       ...     ...       ...     ...       ...     ...   \n",
       "1.524754e+09   0.279  0.071571   0.330  0.071576   0.462  0.071585   0.435   \n",
       "1.524754e+09   0.558  0.071591   0.001  0.071600   1.702  0.071601   0.279   \n",
       "1.524754e+09   0.743  0.071472  30.881  0.071473   0.200  0.071474   0.016   \n",
       "1.524755e+09   0.633  0.071425   0.908  0.071427   0.280  0.071428   0.280   \n",
       "1.524755e+09   0.000  0.071366   0.000  0.071366   0.000  0.071366   0.000   \n",
       "1.524756e+09   1.575  0.071438   0.760  0.071452   8.798  0.071453   4.201   \n",
       "1.524756e+09   0.752  0.071484   0.560  0.071493   0.440  0.071495   4.000   \n",
       "1.524756e+09   0.560  0.071398   0.281  0.071400   0.251  0.071406   0.560   \n",
       "1.524757e+09  15.940  0.071365   1.027  0.071368   0.330  0.071370   3.473   \n",
       "1.524757e+09  73.843  0.071379   0.560  0.071385   0.761  0.071386   0.100   \n",
       "1.524757e+09   0.560  0.071372   0.312  0.071373   0.443  0.071374  73.843   \n",
       "1.524758e+09   0.560  0.071383   0.135  0.071385   4.217  0.071387   0.325   \n",
       "1.524758e+09   1.179  0.071348   0.585  0.071350   3.160  0.071351   0.513   \n",
       "1.524758e+09   0.013  0.071388   0.100  0.071389   0.369  0.071390   2.882   \n",
       "1.524759e+09   1.492  0.071372   1.560  0.071373   2.100  0.071378   0.560   \n",
       "1.524759e+09   0.494  0.071330   0.410  0.071334   6.979  0.071339   0.200   \n",
       "1.524759e+09   0.196  0.071328   0.560  0.071329   0.100  0.071330   0.280   \n",
       "1.524760e+09  13.215  0.071401   0.017  0.071404   0.157  0.071405   0.100   \n",
       "1.524760e+09   0.240  0.071506   1.154  0.071507   0.015  0.071512   0.021   \n",
       "1.524761e+09   8.756  0.071502   0.140  0.071503   0.352  0.071505   0.340   \n",
       "1.524761e+09   0.000  0.071438   0.000  0.071438   0.000  0.071439   0.000   \n",
       "1.524761e+09   0.400  0.071537   0.100  0.071542   0.879  0.071543   0.016   \n",
       "1.524762e+09   0.319  0.071617   0.078  0.071618   0.574  0.071619   0.484   \n",
       "1.524762e+09   0.206  0.071600   6.331  0.071601   0.279  0.071602   0.270   \n",
       "1.524762e+09   6.000  0.071536   0.560  0.071537   6.993  0.071538   0.001   \n",
       "1.524763e+09   0.001  0.071539   0.280  0.071540  10.208  0.071541   0.036   \n",
       "1.524763e+09   0.603  0.071571   4.201  0.071573   0.059  0.071574   0.558   \n",
       "1.524763e+09   0.558  0.071567   0.279  0.071568   0.449  0.071569   1.031   \n",
       "1.524764e+09  16.762  0.071553   0.288  0.071555   7.045  0.071560   0.228   \n",
       "1.524764e+09   1.000  0.071515  15.800  0.071516   0.280  0.071519   0.280   \n",
       "\n",
       "                 S_P19   S_V19     S_P20   S_V20  next_Mid  \n",
       "1.521332e+09  0.069642   0.334  0.069662   0.007  0.069264  \n",
       "1.521333e+09  0.069328   0.334  0.069330   1.275  0.068901  \n",
       "1.521333e+09  0.068954   0.400  0.068957   0.513  0.068488  \n",
       "1.521333e+09  0.068679   0.056  0.068680   2.021  0.068260  \n",
       "1.521334e+09  0.068378   0.781  0.068380   5.000  0.068179  \n",
       "1.521334e+09  0.068419   2.567  0.068425   0.275  0.068204  \n",
       "1.521334e+09  0.068210   0.000  0.068200  68.448  0.068220  \n",
       "1.521335e+09  0.068633   0.146  0.068674   0.182  0.068690  \n",
       "1.521335e+09  0.068770   0.370  0.068777   3.608  0.068786  \n",
       "1.521336e+09  0.068959   0.278  0.068962   0.238  0.068636  \n",
       "1.521336e+09  0.068801   0.625  0.068814   0.400  0.068816  \n",
       "1.521336e+09  0.068999   0.705  0.069009   0.840  0.069010  \n",
       "1.521337e+09  0.069117   0.400  0.069123   0.518  0.068931  \n",
       "1.521337e+09  0.068922   0.000  0.068922   2.926  0.068922  \n",
       "1.521337e+09  0.069000  10.388  0.069001   3.000  0.069001  \n",
       "1.521338e+09  0.069096   1.219  0.069099   0.119  0.068884  \n",
       "1.521338e+09  0.069021   0.195  0.069025   2.500  0.068622  \n",
       "1.521338e+09  0.068692   0.350  0.068697   0.428  0.068441  \n",
       "1.521339e+09  0.068621   0.100  0.068626   0.100  0.068313  \n",
       "1.521339e+09  0.068388   0.168  0.068393   0.100  0.068395  \n",
       "1.521340e+09  0.068537   2.500  0.068545   0.110  0.068161  \n",
       "1.521340e+09  0.068301   0.443  0.068309   0.767  0.068102  \n",
       "1.521340e+09  0.068184   0.070  0.068186   0.366  0.067925  \n",
       "1.521341e+09  0.068054   2.190  0.068056   1.160  0.067874  \n",
       "1.521341e+09  0.067950   2.040  0.067954   1.820  0.067582  \n",
       "1.521341e+09  0.067688   0.943  0.067701   2.450  0.067251  \n",
       "1.521342e+09  0.067575   0.560  0.067582   0.056  0.067596  \n",
       "1.521342e+09  0.067848   0.056  0.067849   8.046  0.067850  \n",
       "1.521342e+09  0.067990   0.124  0.067991   0.790  0.067518  \n",
       "1.521343e+09  0.067587   0.400  0.067591   0.400  0.067433  \n",
       "...                ...     ...       ...     ...       ...  \n",
       "1.524754e+09  0.071586   0.072  0.071589  25.885  0.071526  \n",
       "1.524754e+09  0.071605   0.104  0.071606   1.123  0.071372  \n",
       "1.524754e+09  0.071479   0.831  0.071488   0.120  0.071361  \n",
       "1.524755e+09  0.071429   0.280  0.071430   0.280  0.071331  \n",
       "1.524755e+09  0.071366   1.120  0.071367   0.146  0.071369  \n",
       "1.524756e+09  0.071455   1.025  0.071468   0.938  0.071396  \n",
       "1.524756e+09  0.071496   0.140  0.071497   0.100  0.071347  \n",
       "1.524756e+09  0.071407   0.312  0.071415   0.560  0.071305  \n",
       "1.524757e+09  0.071371   0.636  0.071373   0.628  0.071278  \n",
       "1.524757e+09  0.071387   0.013  0.071391   0.560  0.071311  \n",
       "1.524757e+09  0.071379   4.016  0.071382   0.100  0.071316  \n",
       "1.524758e+09  0.071390   2.442  0.071391   0.560  0.071300  \n",
       "1.524758e+09  0.071354   0.280  0.071355   0.200  0.071290  \n",
       "1.524758e+09  0.071391   0.560  0.071393   3.765  0.071288  \n",
       "1.524759e+09  0.071380  22.266  0.071381   6.671  0.071260  \n",
       "1.524759e+09  0.071340  12.598  0.071342   0.545  0.071275  \n",
       "1.524759e+09  0.071332   0.280  0.071334   0.544  0.071297  \n",
       "1.524760e+09  0.071406   1.061  0.071408   0.330  0.071409  \n",
       "1.524760e+09  0.071515   0.345  0.071519  29.060  0.071445  \n",
       "1.524761e+09  0.071506   1.254  0.071507   0.015  0.071401  \n",
       "1.524761e+09  0.071439   0.000  0.071438   2.546  0.071440  \n",
       "1.524761e+09  0.071544   0.032  0.071546   0.032  0.071548  \n",
       "1.524762e+09  0.071632   0.064  0.071634   0.112  0.071527  \n",
       "1.524762e+09  0.071605   0.375  0.071606   0.058  0.071469  \n",
       "1.524762e+09  0.071539   0.280  0.071540  10.208  0.071462  \n",
       "1.524763e+09  0.071545   7.200  0.071547   0.167  0.071492  \n",
       "1.524763e+09  0.071575   0.050  0.071576   0.357  0.071491  \n",
       "1.524763e+09  0.071570   0.558  0.071573   0.059  0.071461  \n",
       "1.524764e+09  0.071564   0.558  0.071567   0.279  0.071462  \n",
       "1.524764e+09  0.071520   0.069  0.071525   0.081  0.071526  \n",
       "\n",
       "[9514 rows x 81 columns]"
      ]
     },
     "execution_count": 20,
     "metadata": {
      "tags": []
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ts.pop(9514) #deleting last time_stamp with nan\n",
    "\n",
    "data_dict = {ts[i]:buy_orders[i] for i in range(len(ts))}\n",
    "train_df_80_next = pd.DataFrame.from_dict(data_dict, orient='index')\n",
    "train_df_80_next.columns = columns\n",
    "train_df_80_next['next_Mid'] = next_mid\n",
    "\n",
    "pd.set_option('display.max_columns', 81) \n",
    "train_df_80_next"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "0N3E6ETZHd-J"
   },
   "outputs": [],
   "source": [
    "#train_df_80_next[(train_df_80_next['B_V1'] == 0) | (train_df_80_next['B_V20'] == 0) | (train_df_80_next['S_V1'] == 0) | (train_df_80_next['S_V20'] == 0)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "Ie21THnJHB5t"
   },
   "outputs": [],
   "source": [
    "train_df_80_next.to_csv('/content/drive/My Drive/Vega/MachineLearning/data/binance/train_df_80_next.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "collapsed": true,
    "id": "2v1gUSecQR-G"
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "collapsed_sections": [],
   "name": "LOB to training data_V2.ipynb",
   "provenance": [
    {
     "file_id": "1QgqC5HME9Xh896IRh9tTEN1WSHC6KNTI",
     "timestamp": 1535554169491
    }
   ],
   "version": "0.3.2"
  },
  "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": "3.6.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}