{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Exploring Customer Segmentation\n",
    "\n",
    "\n",
    "<center>\n",
    "    <img src = images/segments.jpeg>\n",
    "</center>\n",
    "\n",
    "\n",
    "In this activity, you are tasked with profiling customer groups for a large telecommunications company.  The data provided contains information on customers purchasing and useage behavior with the telecom products.  Your goal is to use PCA and clustering to segment these customers into meaningful groups, and report back your findings.  \n",
    "\n",
    "Because these results need to be interpretable, it is important to keep the number of clusters reasonable.  Think about how you might represent some of the non-numeric features so that they can be included in your segmentation models.  You are to report back your approach and findings to the class.  Be specific about what features were used and how you interpret the resulting clusters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "from sklearn.cluster import KMeans, DBSCAN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('telco_churn_data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {},
   "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>Customer ID</th>\n",
       "      <th>Referred a Friend</th>\n",
       "      <th>Number of Referrals</th>\n",
       "      <th>Tenure in Months</th>\n",
       "      <th>Offer</th>\n",
       "      <th>Phone Service</th>\n",
       "      <th>Avg Monthly Long Distance Charges</th>\n",
       "      <th>Multiple Lines</th>\n",
       "      <th>Internet Service</th>\n",
       "      <th>Internet Type</th>\n",
       "      <th>...</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Population</th>\n",
       "      <th>Churn Value</th>\n",
       "      <th>CLTV</th>\n",
       "      <th>Churn Category</th>\n",
       "      <th>Churn Reason</th>\n",
       "      <th>Total Customer Svc Requests</th>\n",
       "      <th>Product/Service Issues Reported</th>\n",
       "      <th>Customer Satisfaction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8779-QRDMV</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>0.00</td>\n",
       "      <td>No</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Fiber Optic</td>\n",
       "      <td>...</td>\n",
       "      <td>34.023810</td>\n",
       "      <td>-118.156582</td>\n",
       "      <td>68701</td>\n",
       "      <td>1</td>\n",
       "      <td>5433</td>\n",
       "      <td>Competitor</td>\n",
       "      <td>Competitor offered more data</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7495-OOKFY</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>Offer E</td>\n",
       "      <td>Yes</td>\n",
       "      <td>48.85</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Cable</td>\n",
       "      <td>...</td>\n",
       "      <td>34.044271</td>\n",
       "      <td>-118.185237</td>\n",
       "      <td>55668</td>\n",
       "      <td>1</td>\n",
       "      <td>5302</td>\n",
       "      <td>Competitor</td>\n",
       "      <td>Competitor made better offer</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1658-BYGOY</td>\n",
       "      <td>No</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>Offer D</td>\n",
       "      <td>Yes</td>\n",
       "      <td>11.33</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Fiber Optic</td>\n",
       "      <td>...</td>\n",
       "      <td>34.108833</td>\n",
       "      <td>-118.229715</td>\n",
       "      <td>47534</td>\n",
       "      <td>1</td>\n",
       "      <td>3179</td>\n",
       "      <td>Competitor</td>\n",
       "      <td>Competitor made better offer</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4598-XLKNJ</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>25</td>\n",
       "      <td>Offer C</td>\n",
       "      <td>Yes</td>\n",
       "      <td>19.76</td>\n",
       "      <td>No</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Fiber Optic</td>\n",
       "      <td>...</td>\n",
       "      <td>33.936291</td>\n",
       "      <td>-118.332639</td>\n",
       "      <td>27778</td>\n",
       "      <td>1</td>\n",
       "      <td>5337</td>\n",
       "      <td>Dissatisfaction</td>\n",
       "      <td>Limited range of services</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4846-WHAFZ</td>\n",
       "      <td>Yes</td>\n",
       "      <td>1</td>\n",
       "      <td>37</td>\n",
       "      <td>Offer C</td>\n",
       "      <td>Yes</td>\n",
       "      <td>6.33</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Yes</td>\n",
       "      <td>Cable</td>\n",
       "      <td>...</td>\n",
       "      <td>33.972119</td>\n",
       "      <td>-118.020188</td>\n",
       "      <td>26265</td>\n",
       "      <td>1</td>\n",
       "      <td>2793</td>\n",
       "      <td>Price</td>\n",
       "      <td>Extra data charges</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  Customer ID Referred a Friend  Number of Referrals  Tenure in Months  \\\n",
       "0  8779-QRDMV                No                    0                 1   \n",
       "1  7495-OOKFY               Yes                    1                 8   \n",
       "2  1658-BYGOY                No                    0                18   \n",
       "3  4598-XLKNJ               Yes                    1                25   \n",
       "4  4846-WHAFZ               Yes                    1                37   \n",
       "\n",
       "     Offer Phone Service  Avg Monthly Long Distance Charges Multiple Lines  \\\n",
       "0     None            No                               0.00             No   \n",
       "1  Offer E           Yes                              48.85            Yes   \n",
       "2  Offer D           Yes                              11.33            Yes   \n",
       "3  Offer C           Yes                              19.76             No   \n",
       "4  Offer C           Yes                               6.33            Yes   \n",
       "\n",
       "  Internet Service Internet Type  ...   Latitude   Longitude Population  \\\n",
       "0              Yes   Fiber Optic  ...  34.023810 -118.156582      68701   \n",
       "1              Yes         Cable  ...  34.044271 -118.185237      55668   \n",
       "2              Yes   Fiber Optic  ...  34.108833 -118.229715      47534   \n",
       "3              Yes   Fiber Optic  ...  33.936291 -118.332639      27778   \n",
       "4              Yes         Cable  ...  33.972119 -118.020188      26265   \n",
       "\n",
       "  Churn Value  CLTV   Churn Category                  Churn Reason  \\\n",
       "0           1  5433       Competitor  Competitor offered more data   \n",
       "1           1  5302       Competitor  Competitor made better offer   \n",
       "2           1  3179       Competitor  Competitor made better offer   \n",
       "3           1  5337  Dissatisfaction     Limited range of services   \n",
       "4           1  2793            Price            Extra data charges   \n",
       "\n",
       "  Total Customer Svc Requests Product/Service Issues Reported  \\\n",
       "0                           5                               0   \n",
       "1                           5                               0   \n",
       "2                           1                               0   \n",
       "3                           1                               1   \n",
       "4                           1                               0   \n",
       "\n",
       "  Customer Satisfaction  \n",
       "0                   NaN  \n",
       "1                   NaN  \n",
       "2                   NaN  \n",
       "3                   2.0  \n",
       "4                   2.0  \n",
       "\n",
       "[5 rows x 46 columns]"
      ]
     },
     "execution_count": 149,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7043, 46)"
      ]
     },
     "execution_count": 150,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 7043 entries, 0 to 7042\n",
      "Data columns (total 46 columns):\n",
      " #   Column                             Non-Null Count  Dtype  \n",
      "---  ------                             --------------  -----  \n",
      " 0   Customer ID                        7043 non-null   object \n",
      " 1   Referred a Friend                  7043 non-null   object \n",
      " 2   Number of Referrals                7043 non-null   int64  \n",
      " 3   Tenure in Months                   7043 non-null   int64  \n",
      " 4   Offer                              7043 non-null   object \n",
      " 5   Phone Service                      7043 non-null   object \n",
      " 6   Avg Monthly Long Distance Charges  7043 non-null   float64\n",
      " 7   Multiple Lines                     7043 non-null   object \n",
      " 8   Internet Service                   7043 non-null   object \n",
      " 9   Internet Type                      7043 non-null   object \n",
      " 10  Avg Monthly GB Download            7043 non-null   int64  \n",
      " 11  Online Security                    7043 non-null   object \n",
      " 12  Online Backup                      7043 non-null   object \n",
      " 13  Device Protection Plan             7043 non-null   object \n",
      " 14  Premium Tech Support               7043 non-null   object \n",
      " 15  Streaming TV                       7043 non-null   object \n",
      " 16  Streaming Movies                   7043 non-null   object \n",
      " 17  Streaming Music                    7043 non-null   object \n",
      " 18  Unlimited Data                     7043 non-null   object \n",
      " 19  Contract                           7043 non-null   object \n",
      " 20  Paperless Billing                  7043 non-null   object \n",
      " 21  Payment Method                     7043 non-null   object \n",
      " 22  Monthly Charge                     7043 non-null   float64\n",
      " 23  Total Regular Charges              7043 non-null   float64\n",
      " 24  Total Refunds                      7043 non-null   float64\n",
      " 25  Total Extra Data Charges           7043 non-null   float64\n",
      " 26  Total Long Distance Charges        7043 non-null   float64\n",
      " 27  Gender                             7043 non-null   object \n",
      " 28  Age                                7043 non-null   int64  \n",
      " 29  Under 30                           7043 non-null   object \n",
      " 30  Senior Citizen                     7043 non-null   object \n",
      " 31  Married                            7043 non-null   object \n",
      " 32  Dependents                         7043 non-null   object \n",
      " 33  Number of Dependents               7043 non-null   int64  \n",
      " 34  City                               7043 non-null   object \n",
      " 35  Zip Code                           7043 non-null   int64  \n",
      " 36  Latitude                           7043 non-null   float64\n",
      " 37  Longitude                          7043 non-null   float64\n",
      " 38  Population                         7043 non-null   int64  \n",
      " 39  Churn Value                        7043 non-null   int64  \n",
      " 40  CLTV                               7043 non-null   int64  \n",
      " 41  Churn Category                     1869 non-null   object \n",
      " 42  Churn Reason                       1869 non-null   object \n",
      " 43  Total Customer Svc Requests        7043 non-null   int64  \n",
      " 44  Product/Service Issues Reported    7043 non-null   int64  \n",
      " 45  Customer Satisfaction              1834 non-null   float64\n",
      "dtypes: float64(9), int64(11), object(26)\n",
      "memory usage: 2.5+ MB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 152,
   "metadata": {},
   "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>Number of Referrals</th>\n",
       "      <th>Tenure in Months</th>\n",
       "      <th>Avg Monthly Long Distance Charges</th>\n",
       "      <th>Avg Monthly GB Download</th>\n",
       "      <th>Monthly Charge</th>\n",
       "      <th>Total Regular Charges</th>\n",
       "      <th>Total Refunds</th>\n",
       "      <th>Total Extra Data Charges</th>\n",
       "      <th>Total Long Distance Charges</th>\n",
       "      <th>Age</th>\n",
       "      <th>Number of Dependents</th>\n",
       "      <th>Zip Code</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Population</th>\n",
       "      <th>Churn Value</th>\n",
       "      <th>CLTV</th>\n",
       "      <th>Total Customer Svc Requests</th>\n",
       "      <th>Product/Service Issues Reported</th>\n",
       "      <th>Customer Satisfaction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>1834.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1.951867</td>\n",
       "      <td>32.386767</td>\n",
       "      <td>22.958954</td>\n",
       "      <td>21.110890</td>\n",
       "      <td>65.538800</td>\n",
       "      <td>2280.381264</td>\n",
       "      <td>1.962182</td>\n",
       "      <td>278.499225</td>\n",
       "      <td>749.099262</td>\n",
       "      <td>46.509726</td>\n",
       "      <td>0.468692</td>\n",
       "      <td>93486.070567</td>\n",
       "      <td>36.197455</td>\n",
       "      <td>-119.756684</td>\n",
       "      <td>22139.603294</td>\n",
       "      <td>0.265370</td>\n",
       "      <td>4400.295755</td>\n",
       "      <td>1.338776</td>\n",
       "      <td>0.308107</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>3.001199</td>\n",
       "      <td>24.542061</td>\n",
       "      <td>15.448113</td>\n",
       "      <td>20.948471</td>\n",
       "      <td>30.606805</td>\n",
       "      <td>2266.220462</td>\n",
       "      <td>7.902614</td>\n",
       "      <td>685.039625</td>\n",
       "      <td>846.660055</td>\n",
       "      <td>16.750352</td>\n",
       "      <td>0.962802</td>\n",
       "      <td>1856.767505</td>\n",
       "      <td>2.468929</td>\n",
       "      <td>2.154425</td>\n",
       "      <td>21152.392837</td>\n",
       "      <td>0.441561</td>\n",
       "      <td>1183.057152</td>\n",
       "      <td>1.430471</td>\n",
       "      <td>0.717514</td>\n",
       "      <td>1.256938</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18.250000</td>\n",
       "      <td>18.800000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>19.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>90001.000000</td>\n",
       "      <td>32.555828</td>\n",
       "      <td>-124.301372</td>\n",
       "      <td>11.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2003.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>9.210000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>35.890000</td>\n",
       "      <td>400.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>70.545000</td>\n",
       "      <td>32.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>92101.000000</td>\n",
       "      <td>33.990646</td>\n",
       "      <td>-121.788090</td>\n",
       "      <td>2344.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3469.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>29.000000</td>\n",
       "      <td>22.890000</td>\n",
       "      <td>17.000000</td>\n",
       "      <td>71.968000</td>\n",
       "      <td>1394.550000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>401.440000</td>\n",
       "      <td>46.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>93518.000000</td>\n",
       "      <td>36.205465</td>\n",
       "      <td>-119.595293</td>\n",
       "      <td>17554.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4527.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>3.000000</td>\n",
       "      <td>55.000000</td>\n",
       "      <td>36.395000</td>\n",
       "      <td>28.000000</td>\n",
       "      <td>90.650000</td>\n",
       "      <td>3786.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>182.620000</td>\n",
       "      <td>1191.100000</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>95329.000000</td>\n",
       "      <td>38.161321</td>\n",
       "      <td>-117.969795</td>\n",
       "      <td>36125.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>5380.500000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>11.000000</td>\n",
       "      <td>72.000000</td>\n",
       "      <td>49.990000</td>\n",
       "      <td>94.000000</td>\n",
       "      <td>123.084000</td>\n",
       "      <td>8684.800000</td>\n",
       "      <td>49.790000</td>\n",
       "      <td>6477.000000</td>\n",
       "      <td>3564.720000</td>\n",
       "      <td>80.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>96150.000000</td>\n",
       "      <td>41.962127</td>\n",
       "      <td>-114.192901</td>\n",
       "      <td>105285.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>6500.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>5.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Number of Referrals  Tenure in Months  \\\n",
       "count          7043.000000       7043.000000   \n",
       "mean              1.951867         32.386767   \n",
       "std               3.001199         24.542061   \n",
       "min               0.000000          1.000000   \n",
       "25%               0.000000          9.000000   \n",
       "50%               0.000000         29.000000   \n",
       "75%               3.000000         55.000000   \n",
       "max              11.000000         72.000000   \n",
       "\n",
       "       Avg Monthly Long Distance Charges  Avg Monthly GB Download  \\\n",
       "count                        7043.000000              7043.000000   \n",
       "mean                           22.958954                21.110890   \n",
       "std                            15.448113                20.948471   \n",
       "min                             0.000000                 0.000000   \n",
       "25%                             9.210000                 3.000000   \n",
       "50%                            22.890000                17.000000   \n",
       "75%                            36.395000                28.000000   \n",
       "max                            49.990000                94.000000   \n",
       "\n",
       "       Monthly Charge  Total Regular Charges  Total Refunds  \\\n",
       "count     7043.000000            7043.000000    7043.000000   \n",
       "mean        65.538800            2280.381264       1.962182   \n",
       "std         30.606805            2266.220462       7.902614   \n",
       "min         18.250000              18.800000       0.000000   \n",
       "25%         35.890000             400.150000       0.000000   \n",
       "50%         71.968000            1394.550000       0.000000   \n",
       "75%         90.650000            3786.600000       0.000000   \n",
       "max        123.084000            8684.800000      49.790000   \n",
       "\n",
       "       Total Extra Data Charges  Total Long Distance Charges          Age  \\\n",
       "count               7043.000000                  7043.000000  7043.000000   \n",
       "mean                 278.499225                   749.099262    46.509726   \n",
       "std                  685.039625                   846.660055    16.750352   \n",
       "min                    0.000000                     0.000000    19.000000   \n",
       "25%                    0.000000                    70.545000    32.000000   \n",
       "50%                    0.000000                   401.440000    46.000000   \n",
       "75%                  182.620000                  1191.100000    60.000000   \n",
       "max                 6477.000000                  3564.720000    80.000000   \n",
       "\n",
       "       Number of Dependents      Zip Code     Latitude    Longitude  \\\n",
       "count           7043.000000   7043.000000  7043.000000  7043.000000   \n",
       "mean               0.468692  93486.070567    36.197455  -119.756684   \n",
       "std                0.962802   1856.767505     2.468929     2.154425   \n",
       "min                0.000000  90001.000000    32.555828  -124.301372   \n",
       "25%                0.000000  92101.000000    33.990646  -121.788090   \n",
       "50%                0.000000  93518.000000    36.205465  -119.595293   \n",
       "75%                0.000000  95329.000000    38.161321  -117.969795   \n",
       "max                9.000000  96150.000000    41.962127  -114.192901   \n",
       "\n",
       "          Population  Churn Value         CLTV  Total Customer Svc Requests  \\\n",
       "count    7043.000000  7043.000000  7043.000000                  7043.000000   \n",
       "mean    22139.603294     0.265370  4400.295755                     1.338776   \n",
       "std     21152.392837     0.441561  1183.057152                     1.430471   \n",
       "min        11.000000     0.000000  2003.000000                     0.000000   \n",
       "25%      2344.000000     0.000000  3469.000000                     0.000000   \n",
       "50%     17554.000000     0.000000  4527.000000                     1.000000   \n",
       "75%     36125.000000     1.000000  5380.500000                     2.000000   \n",
       "max    105285.000000     1.000000  6500.000000                     9.000000   \n",
       "\n",
       "       Product/Service Issues Reported  Customer Satisfaction  \n",
       "count                      7043.000000            1834.000000  \n",
       "mean                          0.308107               3.005453  \n",
       "std                           0.717514               1.256938  \n",
       "min                           0.000000               1.000000  \n",
       "25%                           0.000000               2.000000  \n",
       "50%                           0.000000               3.000000  \n",
       "75%                           0.000000               4.000000  \n",
       "max                           6.000000               5.000000  "
      ]
     },
     "execution_count": 152,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We need a number which preserves the variance of the dataset to the highest degree:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Customer ID:['8779-QRDMV' '7495-OOKFY' '1658-BYGOY' ... '2234-XADUH' '4801-JZAZL'\n",
      " '3186-AJIEK']\n",
      "Referred a Friend:['No' 'Yes']\n",
      "Offer:['None' 'Offer E' 'Offer D' 'Offer C' 'Offer B' 'Offer A']\n",
      "Phone Service:['No' 'Yes']\n",
      "Multiple Lines:['No' 'Yes']\n",
      "Internet Service:['Yes' 'No']\n",
      "Internet Type:['Fiber Optic' 'Cable' 'DSL' 'None']\n",
      "Online Security:['No' 'Yes']\n",
      "Online Backup:['No' 'Yes']\n",
      "Device Protection Plan:['Yes' 'No']\n",
      "Premium Tech Support:['No' 'Yes']\n",
      "Streaming TV:['No' 'Yes']\n",
      "Streaming Movies:['Yes' 'No']\n",
      "Streaming Music:['No' 'Yes']\n",
      "Unlimited Data:['No' 'Yes']\n",
      "Contract:['Month-to-Month' 'One Year' 'Two Year']\n",
      "Paperless Billing:['Yes' 'No']\n",
      "Payment Method:['Bank Withdrawal' 'Credit Card' 'Mailed Check']\n",
      "Gender:['Male' 'Female']\n",
      "Under 30:['No' 'Yes']\n",
      "Senior Citizen:['Yes' 'No']\n",
      "Married:['No' 'Yes']\n",
      "Dependents:['No' 'Yes']\n",
      "City:['Los Angeles' 'Inglewood' 'Whittier' ... 'Topaz' 'Jacumba' 'Holtville']\n",
      "Churn Category:['Competitor' 'Dissatisfaction' 'Price' 'Other' 'Attitude' nan]\n",
      "Churn Reason:['Competitor offered more data' 'Competitor made better offer'\n",
      " 'Limited range of services' 'Extra data charges'\n",
      " 'Competitor had better devices' \"Don't know\" 'Service dissatisfaction'\n",
      " 'Lack of affordable download/upload speed' 'Product dissatisfaction'\n",
      " 'Long distance charges' 'Poor expertise of online support'\n",
      " 'Attitude of support person' 'Network reliability'\n",
      " 'Competitor offered higher download speeds' 'Moved' 'Price too high'\n",
      " 'Attitude of service provider' 'Poor expertise of phone support'\n",
      " 'Deceased' nan 'Lack of self-service on Website']\n"
     ]
    }
   ],
   "source": [
    "object_columns = df.select_dtypes(include=['object']).columns\n",
    "for i in object_columns:\n",
    "    print(f'{i}:{df[i].unique()}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 154,
   "metadata": {},
   "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>Customer ID</th>\n",
       "      <th>Referred a Friend</th>\n",
       "      <th>Number of Referrals</th>\n",
       "      <th>Tenure in Months</th>\n",
       "      <th>Offer</th>\n",
       "      <th>Phone Service</th>\n",
       "      <th>Avg Monthly Long Distance Charges</th>\n",
       "      <th>Multiple Lines</th>\n",
       "      <th>Internet Service</th>\n",
       "      <th>Internet Type</th>\n",
       "      <th>...</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Population</th>\n",
       "      <th>Churn Value</th>\n",
       "      <th>CLTV</th>\n",
       "      <th>Churn Category</th>\n",
       "      <th>Churn Reason</th>\n",
       "      <th>Total Customer Svc Requests</th>\n",
       "      <th>Product/Service Issues Reported</th>\n",
       "      <th>Customer Satisfaction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.023810</td>\n",
       "      <td>-118.156582</td>\n",
       "      <td>68701</td>\n",
       "      <td>1</td>\n",
       "      <td>5433</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>48.85</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>34.044271</td>\n",
       "      <td>-118.185237</td>\n",
       "      <td>55668</td>\n",
       "      <td>1</td>\n",
       "      <td>5302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>11.33</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.108833</td>\n",
       "      <td>-118.229715</td>\n",
       "      <td>47534</td>\n",
       "      <td>1</td>\n",
       "      <td>3179</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>25</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>19.76</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>33.936291</td>\n",
       "      <td>-118.332639</td>\n",
       "      <td>27778</td>\n",
       "      <td>1</td>\n",
       "      <td>5337</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>37</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>6.33</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>33.972119</td>\n",
       "      <td>-118.020188</td>\n",
       "      <td>26265</td>\n",
       "      <td>1</td>\n",
       "      <td>2793</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7038</th>\n",
       "      <td>7038</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>72</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>22.77</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>34.341737</td>\n",
       "      <td>-116.539416</td>\n",
       "      <td>2182</td>\n",
       "      <td>0</td>\n",
       "      <td>5306</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7039</th>\n",
       "      <td>7039</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>24</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>36.05</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>34.667815</td>\n",
       "      <td>-117.536183</td>\n",
       "      <td>18980</td>\n",
       "      <td>0</td>\n",
       "      <td>2140</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7040</th>\n",
       "      <td>7040</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>72</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>29.66</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>34.559882</td>\n",
       "      <td>-115.637164</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>5560</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7041</th>\n",
       "      <td>7041</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>34.167800</td>\n",
       "      <td>-116.864330</td>\n",
       "      <td>301</td>\n",
       "      <td>0</td>\n",
       "      <td>2793</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042</th>\n",
       "      <td>7042</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>66</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>30.96</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.424926</td>\n",
       "      <td>-117.184503</td>\n",
       "      <td>28819</td>\n",
       "      <td>0</td>\n",
       "      <td>5097</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7043 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Customer ID  Referred a Friend  Number of Referrals  Tenure in Months  \\\n",
       "0               0                  0                    0                 1   \n",
       "1               1                  1                    1                 8   \n",
       "2               2                  0                    0                18   \n",
       "3               3                  1                    1                25   \n",
       "4               4                  1                    1                37   \n",
       "...           ...                ...                  ...               ...   \n",
       "7038         7038                  0                    0                72   \n",
       "7039         7039                  1                    1                24   \n",
       "7040         7040                  1                    4                72   \n",
       "7041         7041                  1                    1                11   \n",
       "7042         7042                  0                    0                66   \n",
       "\n",
       "      Offer  Phone Service  Avg Monthly Long Distance Charges  Multiple Lines  \\\n",
       "0         0              0                               0.00               0   \n",
       "1         1              1                              48.85               1   \n",
       "2         2              1                              11.33               1   \n",
       "3         3              1                              19.76               0   \n",
       "4         3              1                               6.33               1   \n",
       "...     ...            ...                                ...             ...   \n",
       "7038      0              1                              22.77               0   \n",
       "7039      3              1                              36.05               1   \n",
       "7040      0              1                              29.66               1   \n",
       "7041      0              0                               0.00               0   \n",
       "7042      0              1                              30.96               0   \n",
       "\n",
       "      Internet Service  Internet Type  ...   Latitude   Longitude  Population  \\\n",
       "0                    0              0  ...  34.023810 -118.156582       68701   \n",
       "1                    0              1  ...  34.044271 -118.185237       55668   \n",
       "2                    0              0  ...  34.108833 -118.229715       47534   \n",
       "3                    0              0  ...  33.936291 -118.332639       27778   \n",
       "4                    0              1  ...  33.972119 -118.020188       26265   \n",
       "...                ...            ...  ...        ...         ...         ...   \n",
       "7038                 1              3  ...  34.341737 -116.539416        2182   \n",
       "7039                 0              2  ...  34.667815 -117.536183       18980   \n",
       "7040                 0              1  ...  34.559882 -115.637164          42   \n",
       "7041                 0              2  ...  34.167800 -116.864330         301   \n",
       "7042                 0              0  ...  34.424926 -117.184503       28819   \n",
       "\n",
       "      Churn Value  CLTV  Churn Category  Churn Reason  \\\n",
       "0               1  5433             0.0             0   \n",
       "1               1  5302             0.0             1   \n",
       "2               1  3179             0.0             1   \n",
       "3               1  5337             1.0             2   \n",
       "4               1  2793             2.0             3   \n",
       "...           ...   ...             ...           ...   \n",
       "7038            0  5306             5.0            19   \n",
       "7039            0  2140             5.0            19   \n",
       "7040            0  5560             5.0            19   \n",
       "7041            0  2793             5.0            19   \n",
       "7042            0  5097             5.0            19   \n",
       "\n",
       "      Total Customer Svc Requests  Product/Service Issues Reported  \\\n",
       "0                               5                                0   \n",
       "1                               5                                0   \n",
       "2                               1                                0   \n",
       "3                               1                                1   \n",
       "4                               1                                0   \n",
       "...                           ...                              ...   \n",
       "7038                            0                                0   \n",
       "7039                            2                                0   \n",
       "7040                            2                                0   \n",
       "7041                            0                                0   \n",
       "7042                            1                                2   \n",
       "\n",
       "      Customer Satisfaction  \n",
       "0                       NaN  \n",
       "1                       NaN  \n",
       "2                       NaN  \n",
       "3                       2.0  \n",
       "4                       2.0  \n",
       "...                     ...  \n",
       "7038                    NaN  \n",
       "7039                    NaN  \n",
       "7040                    4.0  \n",
       "7041                    NaN  \n",
       "7042                    NaN  \n",
       "\n",
       "[7043 rows x 46 columns]"
      ]
     },
     "execution_count": 154,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in object_columns:\n",
    "    df[i].replace(df[i].unique(),list(range(len(df[i].unique()))),inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 155,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 7043 entries, 0 to 7042\n",
      "Data columns (total 46 columns):\n",
      " #   Column                             Non-Null Count  Dtype  \n",
      "---  ------                             --------------  -----  \n",
      " 0   Customer ID                        7043 non-null   int64  \n",
      " 1   Referred a Friend                  7043 non-null   int64  \n",
      " 2   Number of Referrals                7043 non-null   int64  \n",
      " 3   Tenure in Months                   7043 non-null   int64  \n",
      " 4   Offer                              7043 non-null   int64  \n",
      " 5   Phone Service                      7043 non-null   int64  \n",
      " 6   Avg Monthly Long Distance Charges  7043 non-null   float64\n",
      " 7   Multiple Lines                     7043 non-null   int64  \n",
      " 8   Internet Service                   7043 non-null   int64  \n",
      " 9   Internet Type                      7043 non-null   int64  \n",
      " 10  Avg Monthly GB Download            7043 non-null   int64  \n",
      " 11  Online Security                    7043 non-null   int64  \n",
      " 12  Online Backup                      7043 non-null   int64  \n",
      " 13  Device Protection Plan             7043 non-null   int64  \n",
      " 14  Premium Tech Support               7043 non-null   int64  \n",
      " 15  Streaming TV                       7043 non-null   int64  \n",
      " 16  Streaming Movies                   7043 non-null   int64  \n",
      " 17  Streaming Music                    7043 non-null   int64  \n",
      " 18  Unlimited Data                     7043 non-null   int64  \n",
      " 19  Contract                           7043 non-null   int64  \n",
      " 20  Paperless Billing                  7043 non-null   int64  \n",
      " 21  Payment Method                     7043 non-null   int64  \n",
      " 22  Monthly Charge                     7043 non-null   float64\n",
      " 23  Total Regular Charges              7043 non-null   float64\n",
      " 24  Total Refunds                      7043 non-null   float64\n",
      " 25  Total Extra Data Charges           7043 non-null   float64\n",
      " 26  Total Long Distance Charges        7043 non-null   float64\n",
      " 27  Gender                             7043 non-null   int64  \n",
      " 28  Age                                7043 non-null   int64  \n",
      " 29  Under 30                           7043 non-null   int64  \n",
      " 30  Senior Citizen                     7043 non-null   int64  \n",
      " 31  Married                            7043 non-null   int64  \n",
      " 32  Dependents                         7043 non-null   int64  \n",
      " 33  Number of Dependents               7043 non-null   int64  \n",
      " 34  City                               7043 non-null   int64  \n",
      " 35  Zip Code                           7043 non-null   int64  \n",
      " 36  Latitude                           7043 non-null   float64\n",
      " 37  Longitude                          7043 non-null   float64\n",
      " 38  Population                         7043 non-null   int64  \n",
      " 39  Churn Value                        7043 non-null   int64  \n",
      " 40  CLTV                               7043 non-null   int64  \n",
      " 41  Churn Category                     7043 non-null   float64\n",
      " 42  Churn Reason                       7043 non-null   int64  \n",
      " 43  Total Customer Svc Requests        7043 non-null   int64  \n",
      " 44  Product/Service Issues Reported    7043 non-null   int64  \n",
      " 45  Customer Satisfaction              1834 non-null   float64\n",
      "dtypes: float64(10), int64(36)\n",
      "memory usage: 2.5 MB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 156,
   "metadata": {
    "scrolled": true
   },
   "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>Customer ID</th>\n",
       "      <th>Referred a Friend</th>\n",
       "      <th>Number of Referrals</th>\n",
       "      <th>Tenure in Months</th>\n",
       "      <th>Offer</th>\n",
       "      <th>Phone Service</th>\n",
       "      <th>Avg Monthly Long Distance Charges</th>\n",
       "      <th>Multiple Lines</th>\n",
       "      <th>Internet Service</th>\n",
       "      <th>Internet Type</th>\n",
       "      <th>...</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Population</th>\n",
       "      <th>Churn Value</th>\n",
       "      <th>CLTV</th>\n",
       "      <th>Churn Category</th>\n",
       "      <th>Churn Reason</th>\n",
       "      <th>Total Customer Svc Requests</th>\n",
       "      <th>Product/Service Issues Reported</th>\n",
       "      <th>Customer Satisfaction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>7043.000000</td>\n",
       "      <td>1834.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>3521.000000</td>\n",
       "      <td>0.457476</td>\n",
       "      <td>1.951867</td>\n",
       "      <td>32.386767</td>\n",
       "      <td>1.299162</td>\n",
       "      <td>0.903166</td>\n",
       "      <td>22.958954</td>\n",
       "      <td>0.421837</td>\n",
       "      <td>0.216669</td>\n",
       "      <td>1.346585</td>\n",
       "      <td>...</td>\n",
       "      <td>36.197455</td>\n",
       "      <td>-119.756684</td>\n",
       "      <td>22139.603294</td>\n",
       "      <td>0.265370</td>\n",
       "      <td>4400.295755</td>\n",
       "      <td>4.039614</td>\n",
       "      <td>15.844668</td>\n",
       "      <td>1.338776</td>\n",
       "      <td>0.308107</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>2033.283305</td>\n",
       "      <td>0.498224</td>\n",
       "      <td>3.001199</td>\n",
       "      <td>24.542061</td>\n",
       "      <td>1.736908</td>\n",
       "      <td>0.295752</td>\n",
       "      <td>15.448113</td>\n",
       "      <td>0.493888</td>\n",
       "      <td>0.412004</td>\n",
       "      <td>1.144798</td>\n",
       "      <td>...</td>\n",
       "      <td>2.468929</td>\n",
       "      <td>2.154425</td>\n",
       "      <td>21152.392837</td>\n",
       "      <td>0.441561</td>\n",
       "      <td>1183.057152</td>\n",
       "      <td>1.783112</td>\n",
       "      <td>5.924739</td>\n",
       "      <td>1.430471</td>\n",
       "      <td>0.717514</td>\n",
       "      <td>1.256938</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>32.555828</td>\n",
       "      <td>-124.301372</td>\n",
       "      <td>11.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2003.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1760.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>9.210000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>33.990646</td>\n",
       "      <td>-121.788090</td>\n",
       "      <td>2344.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3469.000000</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>16.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>3521.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>29.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>22.890000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>36.205465</td>\n",
       "      <td>-119.595293</td>\n",
       "      <td>17554.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4527.000000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>19.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>5281.500000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>55.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>36.395000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>38.161321</td>\n",
       "      <td>-117.969795</td>\n",
       "      <td>36125.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>5380.500000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>19.000000</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>7042.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>11.000000</td>\n",
       "      <td>72.000000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>49.990000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>41.962127</td>\n",
       "      <td>-114.192901</td>\n",
       "      <td>105285.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>6500.000000</td>\n",
       "      <td>5.000000</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>5.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Customer ID  Referred a Friend  Number of Referrals  Tenure in Months  \\\n",
       "count  7043.000000        7043.000000          7043.000000       7043.000000   \n",
       "mean   3521.000000           0.457476             1.951867         32.386767   \n",
       "std    2033.283305           0.498224             3.001199         24.542061   \n",
       "min       0.000000           0.000000             0.000000          1.000000   \n",
       "25%    1760.500000           0.000000             0.000000          9.000000   \n",
       "50%    3521.000000           0.000000             0.000000         29.000000   \n",
       "75%    5281.500000           1.000000             3.000000         55.000000   \n",
       "max    7042.000000           1.000000            11.000000         72.000000   \n",
       "\n",
       "             Offer  Phone Service  Avg Monthly Long Distance Charges  \\\n",
       "count  7043.000000    7043.000000                        7043.000000   \n",
       "mean      1.299162       0.903166                          22.958954   \n",
       "std       1.736908       0.295752                          15.448113   \n",
       "min       0.000000       0.000000                           0.000000   \n",
       "25%       0.000000       1.000000                           9.210000   \n",
       "50%       0.000000       1.000000                          22.890000   \n",
       "75%       2.000000       1.000000                          36.395000   \n",
       "max       5.000000       1.000000                          49.990000   \n",
       "\n",
       "       Multiple Lines  Internet Service  Internet Type  ...     Latitude  \\\n",
       "count     7043.000000       7043.000000    7043.000000  ...  7043.000000   \n",
       "mean         0.421837          0.216669       1.346585  ...    36.197455   \n",
       "std          0.493888          0.412004       1.144798  ...     2.468929   \n",
       "min          0.000000          0.000000       0.000000  ...    32.555828   \n",
       "25%          0.000000          0.000000       0.000000  ...    33.990646   \n",
       "50%          0.000000          0.000000       1.000000  ...    36.205465   \n",
       "75%          1.000000          0.000000       2.000000  ...    38.161321   \n",
       "max          1.000000          1.000000       3.000000  ...    41.962127   \n",
       "\n",
       "         Longitude     Population  Churn Value         CLTV  Churn Category  \\\n",
       "count  7043.000000    7043.000000  7043.000000  7043.000000     7043.000000   \n",
       "mean   -119.756684   22139.603294     0.265370  4400.295755        4.039614   \n",
       "std       2.154425   21152.392837     0.441561  1183.057152        1.783112   \n",
       "min    -124.301372      11.000000     0.000000  2003.000000        0.000000   \n",
       "25%    -121.788090    2344.000000     0.000000  3469.000000        4.000000   \n",
       "50%    -119.595293   17554.000000     0.000000  4527.000000        5.000000   \n",
       "75%    -117.969795   36125.000000     1.000000  5380.500000        5.000000   \n",
       "max    -114.192901  105285.000000     1.000000  6500.000000        5.000000   \n",
       "\n",
       "       Churn Reason  Total Customer Svc Requests  \\\n",
       "count   7043.000000                  7043.000000   \n",
       "mean      15.844668                     1.338776   \n",
       "std        5.924739                     1.430471   \n",
       "min        0.000000                     0.000000   \n",
       "25%       16.000000                     0.000000   \n",
       "50%       19.000000                     1.000000   \n",
       "75%       19.000000                     2.000000   \n",
       "max       20.000000                     9.000000   \n",
       "\n",
       "       Product/Service Issues Reported  Customer Satisfaction  \n",
       "count                      7043.000000            1834.000000  \n",
       "mean                          0.308107               3.005453  \n",
       "std                           0.717514               1.256938  \n",
       "min                           0.000000               1.000000  \n",
       "25%                           0.000000               2.000000  \n",
       "50%                           0.000000               3.000000  \n",
       "75%                           0.000000               4.000000  \n",
       "max                           6.000000               5.000000  \n",
       "\n",
       "[8 rows x 46 columns]"
      ]
     },
     "execution_count": 156,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, we'll only analyze the non categorical columns:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 7043 entries, 0 to 7042\n",
      "Data columns (total 20 columns):\n",
      " #   Column                             Non-Null Count  Dtype  \n",
      "---  ------                             --------------  -----  \n",
      " 0   Number of Referrals                7043 non-null   int64  \n",
      " 1   Tenure in Months                   7043 non-null   int64  \n",
      " 2   Avg Monthly Long Distance Charges  7043 non-null   float64\n",
      " 3   Avg Monthly GB Download            7043 non-null   int64  \n",
      " 4   Monthly Charge                     7043 non-null   float64\n",
      " 5   Total Regular Charges              7043 non-null   float64\n",
      " 6   Total Refunds                      7043 non-null   float64\n",
      " 7   Total Extra Data Charges           7043 non-null   float64\n",
      " 8   Total Long Distance Charges        7043 non-null   float64\n",
      " 9   Age                                7043 non-null   int64  \n",
      " 10  Number of Dependents               7043 non-null   int64  \n",
      " 11  Zip Code                           7043 non-null   int64  \n",
      " 12  Latitude                           7043 non-null   float64\n",
      " 13  Longitude                          7043 non-null   float64\n",
      " 14  Population                         7043 non-null   int64  \n",
      " 15  Churn Value                        7043 non-null   int64  \n",
      " 16  CLTV                               7043 non-null   int64  \n",
      " 17  Total Customer Svc Requests        7043 non-null   int64  \n",
      " 18  Product/Service Issues Reported    7043 non-null   int64  \n",
      " 19  Customer Satisfaction              1834 non-null   float64\n",
      "dtypes: float64(9), int64(11)\n",
      "memory usage: 1.1 MB\n"
     ]
    }
   ],
   "source": [
    "df1=df.drop(columns=list(object_columns))\n",
    "\n",
    "df1.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in df1.columns:\n",
    "    df1[i].fillna(value=df1[i].mean(), inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7043, 20)"
      ]
     },
     "execution_count": 159,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.preprocessing import StandardScaler\n",
    "scaled = StandardScaler().fit_transform(df1)\n",
    "scaled.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7043, 10)"
      ]
     },
     "execution_count": 160,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.decomposition import PCA\n",
    "pca=PCA(n_components=10)\n",
    "reduced_data=pca.fit_transform(scaled)\n",
    "reduced_data.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We need to find the number of dimensions that maximizes tthe variance in the data, so:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 161,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "features = range(pca.n_components_)\n",
    "plt.bar(features, pca.explained_variance_ratio_, color='black')\n",
    "plt.xlabel('PCA features')\n",
    "plt.ylabel('variance %')\n",
    "PCA_df=pd.DataFrame(reduced_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x239b778fee0>"
      ]
     },
     "execution_count": 162,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df[0],PCA_df[1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "we can see that there are discernible clusters "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,6))\n",
    "ax=plt.axes(projection='3d')\n",
    "ax.scatter3D(PCA_df[0],PCA_df[1],PCA_df[2])  \n",
    "ax.set_xlabel('Comp1', labelpad = 20)\n",
    "ax.set_ylabel('Comp2',labelpad = 20)\n",
    "ax.set_zlabel('Comp3',labelpad = 20)\n",
    "ax.view_init(10, 60)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 164,
   "metadata": {},
   "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>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-3.002798</td>\n",
       "      <td>2.568436</td>\n",
       "      <td>0.435735</td>\n",
       "      <td>-0.998816</td>\n",
       "      <td>1.607802</td>\n",
       "      <td>0.901909</td>\n",
       "      <td>-0.503341</td>\n",
       "      <td>-0.857402</td>\n",
       "      <td>1.166325</td>\n",
       "      <td>1.585681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-1.568821</td>\n",
       "      <td>2.566579</td>\n",
       "      <td>1.360710</td>\n",
       "      <td>-1.384496</td>\n",
       "      <td>-0.872650</td>\n",
       "      <td>1.102183</td>\n",
       "      <td>0.015085</td>\n",
       "      <td>0.194377</td>\n",
       "      <td>1.155558</td>\n",
       "      <td>1.078244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-0.861567</td>\n",
       "      <td>2.371619</td>\n",
       "      <td>0.488412</td>\n",
       "      <td>1.242926</td>\n",
       "      <td>1.372669</td>\n",
       "      <td>1.079625</td>\n",
       "      <td>5.737100</td>\n",
       "      <td>0.826943</td>\n",
       "      <td>-0.353325</td>\n",
       "      <td>0.183389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-0.719786</td>\n",
       "      <td>2.132869</td>\n",
       "      <td>1.624001</td>\n",
       "      <td>-1.217324</td>\n",
       "      <td>1.356086</td>\n",
       "      <td>1.072161</td>\n",
       "      <td>1.160244</td>\n",
       "      <td>0.273082</td>\n",
       "      <td>-1.231701</td>\n",
       "      <td>-0.350140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-1.152766</td>\n",
       "      <td>1.944855</td>\n",
       "      <td>0.834273</td>\n",
       "      <td>-0.609254</td>\n",
       "      <td>1.597955</td>\n",
       "      <td>0.270291</td>\n",
       "      <td>-0.066083</td>\n",
       "      <td>2.060842</td>\n",
       "      <td>-1.163752</td>\n",
       "      <td>0.077246</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7038</th>\n",
       "      <td>0.869339</td>\n",
       "      <td>1.025794</td>\n",
       "      <td>-1.851187</td>\n",
       "      <td>-0.876996</td>\n",
       "      <td>-0.113642</td>\n",
       "      <td>-0.330329</td>\n",
       "      <td>1.551243</td>\n",
       "      <td>-2.133172</td>\n",
       "      <td>-1.191048</td>\n",
       "      <td>-1.674934</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7039</th>\n",
       "      <td>-0.087797</td>\n",
       "      <td>1.153038</td>\n",
       "      <td>-0.509277</td>\n",
       "      <td>0.514926</td>\n",
       "      <td>-0.583164</td>\n",
       "      <td>0.490409</td>\n",
       "      <td>6.223361</td>\n",
       "      <td>0.320231</td>\n",
       "      <td>-0.304054</td>\n",
       "      <td>-0.982371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7040</th>\n",
       "      <td>5.552551</td>\n",
       "      <td>2.150479</td>\n",
       "      <td>1.580899</td>\n",
       "      <td>2.959293</td>\n",
       "      <td>0.281390</td>\n",
       "      <td>0.426125</td>\n",
       "      <td>5.144912</td>\n",
       "      <td>-1.114288</td>\n",
       "      <td>0.907409</td>\n",
       "      <td>-2.173735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7041</th>\n",
       "      <td>-1.501072</td>\n",
       "      <td>0.724941</td>\n",
       "      <td>-2.323556</td>\n",
       "      <td>1.618127</td>\n",
       "      <td>0.650849</td>\n",
       "      <td>0.430918</td>\n",
       "      <td>3.104344</td>\n",
       "      <td>0.077345</td>\n",
       "      <td>-0.954009</td>\n",
       "      <td>-1.768319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042</th>\n",
       "      <td>2.054742</td>\n",
       "      <td>1.791835</td>\n",
       "      <td>1.241261</td>\n",
       "      <td>-1.484360</td>\n",
       "      <td>-0.075540</td>\n",
       "      <td>0.045408</td>\n",
       "      <td>-0.510082</td>\n",
       "      <td>-0.764531</td>\n",
       "      <td>0.347994</td>\n",
       "      <td>-0.701506</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7043 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             0         1         2         3         4         5         6  \\\n",
       "0    -3.002798  2.568436  0.435735 -0.998816  1.607802  0.901909 -0.503341   \n",
       "1    -1.568821  2.566579  1.360710 -1.384496 -0.872650  1.102183  0.015085   \n",
       "2    -0.861567  2.371619  0.488412  1.242926  1.372669  1.079625  5.737100   \n",
       "3    -0.719786  2.132869  1.624001 -1.217324  1.356086  1.072161  1.160244   \n",
       "4    -1.152766  1.944855  0.834273 -0.609254  1.597955  0.270291 -0.066083   \n",
       "...        ...       ...       ...       ...       ...       ...       ...   \n",
       "7038  0.869339  1.025794 -1.851187 -0.876996 -0.113642 -0.330329  1.551243   \n",
       "7039 -0.087797  1.153038 -0.509277  0.514926 -0.583164  0.490409  6.223361   \n",
       "7040  5.552551  2.150479  1.580899  2.959293  0.281390  0.426125  5.144912   \n",
       "7041 -1.501072  0.724941 -2.323556  1.618127  0.650849  0.430918  3.104344   \n",
       "7042  2.054742  1.791835  1.241261 -1.484360 -0.075540  0.045408 -0.510082   \n",
       "\n",
       "             7         8         9  \n",
       "0    -0.857402  1.166325  1.585681  \n",
       "1     0.194377  1.155558  1.078244  \n",
       "2     0.826943 -0.353325  0.183389  \n",
       "3     0.273082 -1.231701 -0.350140  \n",
       "4     2.060842 -1.163752  0.077246  \n",
       "...        ...       ...       ...  \n",
       "7038 -2.133172 -1.191048 -1.674934  \n",
       "7039  0.320231 -0.304054 -0.982371  \n",
       "7040 -1.114288  0.907409 -2.173735  \n",
       "7041  0.077345 -0.954009 -1.768319  \n",
       "7042 -0.764531  0.347994 -0.701506  \n",
       "\n",
       "[7043 rows x 10 columns]"
      ]
     },
     "execution_count": 164,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "PCA_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "0=%{x}<br>1=%{y}<br>2=%{z}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": "#636efa",
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "",
         "scene": "scene",
         "showlegend": false,
         "type": "scatter3d",
         "x": [
          -3.00279810547272,
          -1.5688210554559399,
          -0.8615669988248408,
          -0.7197864296351354,
          -1.1527656170372749,
          -0.9305975998541314,
          -2.6717334676388753,
          -0.5166168711620958,
          -1.0155217273470745,
          -1.727956331854924,
          -1.9891467416314366,
          -1.02704731524604,
          -2.4094865156272136,
          -4.0087970005999995,
          -2.3592837823324495,
          -1.4628423871989145,
          -3.0218030174786676,
          -1.3355602466015792,
          -2.358040245817055,
          -0.4131518435873965,
          -1.4375729915962043,
          -0.3688102964665035,
          -2.9877782245770734,
          -2.158728057907847,
          -2.4338840000557305,
          -1.9819861579525275,
          1.3018643262763425,
          -3.5519404663050818,
          -3.0838365938543153,
          -3.2014690770814793,
          -1.948707224975049,
          -2.3930585700903864,
          -1.0799261204404813,
          -2.2514622939279487,
          -2.7848609827566206,
          0.9869132403575606,
          0.06850642605110639,
          -0.6204709128925541,
          2.6834863034550374,
          -1.1424829010992965,
          -2.603449107003286,
          -2.6135673367424683,
          -1.2509456252715736,
          -2.946322100508825,
          -0.7410618524754267,
          -0.8355672855694757,
          -0.8811589223535938,
          -0.35651646078356664,
          -1.737085929485769,
          -2.0866037030029805,
          1.1679053676947202,
          -0.8807137487367447,
          -2.048592775617341,
          -3.195414713805429,
          -2.2439845800012574,
          -2.4965413886132106,
          -3.4959107172544055,
          -1.6790326171723284,
          -2.916955370352106,
          -2.8302777344282184,
          -2.6201841311238843,
          0.9652336043356342,
          -0.6324695154880444,
          -0.9595075925007481,
          -2.2375898353026074,
          -1.592572488524579,
          -2.226648870176609,
          -0.8432601785443464,
          -0.963025365832997,
          -3.3613778312458407,
          -1.712523932568831,
          -2.2582758639923766,
          -0.4239122299976963,
          0.8626219884810623,
          -0.6618835190583909,
          -1.917995648434161,
          -1.5113656258545778,
          -1.326205539623361,
          -0.10992123891639377,
          2.039969769271164,
          -2.3581844360148585,
          -1.618809961301261,
          -1.9691131394242294,
          -2.447462971981262,
          -2.4950732106028664,
          -2.146834647360915,
          -2.0176745679132915,
          -1.3299149369129262,
          -2.6339218456115723,
          -2.1168174861085913,
          -1.8228491060360918,
          -3.346620864875211,
          -0.7227371834503518,
          -0.8173255738887663,
          -1.4877534388081612,
          -3.227439885665254,
          -2.8286431175266786,
          -1.1106323678203387,
          -2.58624673067084,
          -1.3504737988547815,
          -2.4927913874553216,
          -1.728624877614495,
          -2.296818466133788,
          -1.3964573775823887,
          -1.2777909807783097,
          -1.5156067118192365,
          -0.4261044122151307,
          -2.1215558694899923,
          -2.478626871729074,
          -3.083393316991102,
          0.5401743598634642,
          -2.165179355137212,
          -1.0827485245365303,
          -1.058518139161435,
          -1.6787961692906712,
          -3.7884809219680853,
          -2.4347296690830054,
          -1.747347059714111,
          -0.8282193282962007,
          -3.688871711774789,
          -1.2034276341256749,
          -2.533849644354368,
          -2.8146456720801907,
          2.760147408707144,
          -2.6075605522178305,
          -2.519250661220218,
          -2.4655044750395434,
          -1.2337387748949504,
          0.220655932773085,
          -0.3863641935625529,
          -2.993555638243244,
          0.015479486596330904,
          -1.8956075677081379,
          -2.1213244962890543,
          -3.910249793797853,
          -2.1545216133140612,
          -2.2326438258583976,
          2.093240801118632,
          -2.204108181374293,
          -3.368530825255893,
          -2.603521786282472,
          2.6335035219821847,
          2.9720644857214853,
          -1.7332450732408058,
          1.431449380644588,
          -0.8327477051970331,
          -2.1694471186177475,
          -1.0569642253272526,
          0.5358720392655462,
          -2.6415931293233417,
          -2.601192378337182,
          -0.13296477122087122,
          -2.2352356812459924,
          -2.3754234333713136,
          0.7153858775522407,
          1.3748364402787507,
          -0.44140135607699305,
          -1.0680113807652618,
          -2.208382501197934,
          -0.6730203810501536,
          -1.554792043314729,
          -0.5421077653768483,
          0.15782408822727026,
          0.0018792144959451015,
          -2.933574407111535,
          -2.6548216176513195,
          0.24644287017002525,
          -1.8297487403553798,
          -1.5439302497562166,
          -2.542340516821783,
          -2.1441117794799975,
          -2.5106506347390587,
          -1.8913181613501424,
          -2.920598769125972,
          -2.888002616706838,
          0.07391962210400327,
          -2.076340617351317,
          -1.9713443219699753,
          0.4934244445943458,
          -1.4532213802298721,
          -2.807391840503848,
          -1.85679199910126,
          -2.0777543065838975,
          0.9357213021780081,
          -2.2787458607661133,
          0.7021730237751598,
          -2.277051192898419,
          -2.1494320853127347,
          0.31165404149260845,
          -0.4358629963318203,
          -1.8161168388725595,
          0.9328920708981777,
          -1.863868717451212,
          -0.9887422648829465,
          -0.10358463690777489,
          -3.1731149544290065,
          0.0778046056587606,
          -1.4895515717308367,
          -1.8187779646538214,
          -2.5083172457809386,
          -0.8119657362965735,
          -1.8236837707280091,
          -0.21694678356143396,
          -2.0811347902792727,
          -1.7246316328522466,
          -2.90699073844197,
          -3.5105003716637952,
          -1.9589065589756862,
          -1.8967082104570094,
          0.5021136292379244,
          -1.204043672916711,
          0.4429623713337865,
          -2.5648470869176285,
          -3.5102916610486474,
          -2.1207184570532562,
          -1.5632916870814964,
          0.7273528893702903,
          -2.294210198750853,
          -2.370064812773295,
          -2.4277519615740344,
          -2.8496085395923036,
          0.2859401890453179,
          0.9706287423911997,
          1.194060833280875,
          -3.480585845227432,
          -2.4604956031505285,
          -1.604209082196003,
          0.6839903681248274,
          -2.5068874493018134,
          -1.8969041753286766,
          -3.1107993028428824,
          -2.868636977163509,
          1.4933804211671684,
          -2.162297515766264,
          -2.996560222309518,
          -2.6337314781002554,
          -3.0840550048555957,
          -1.0224652042278233,
          -2.904222900907646,
          -0.6948724903535713,
          -2.0395314585771307,
          -1.6769148436668382,
          0.8106939911972176,
          -2.849084180682011,
          -2.7717635409696464,
          0.6525148881185119,
          1.4092447210417245,
          0.6444687775877984,
          -1.7880708660574676,
          -1.1870440086915846,
          -1.5232871766854692,
          -1.6846397381539862,
          -2.613455613629194,
          -0.1537663068743519,
          -1.152931522144672,
          -0.5851258553806271,
          -2.7244134742171866,
          1.008128081313207,
          -2.6725158574114705,
          -1.479545017604909,
          0.3954428271011351,
          -2.571192688173729,
          -2.234647950677973,
          -1.0153544556880276,
          1.4801889118165354,
          -2.20941239871299,
          -1.934574746670193,
          -0.3947051676120087,
          1.7984830770315177,
          -1.0774296935177954,
          -0.7228955109309538,
          -2.673991125715619,
          -0.49100332978359734,
          -1.94097279276966,
          -1.120590792035602,
          -0.7711894768315002,
          0.7439548188432417,
          -1.8816684386159221,
          2.8565568008123,
          2.6951189975601952,
          -1.9941571744757498,
          -1.255592779012489,
          -0.44295412659265804,
          -2.3353836875295673,
          -2.2402632040644055,
          -2.3839067135201972,
          -2.068625085754444,
          1.0410175988579646,
          -2.225584048738179,
          -1.3693908370954841,
          -2.1115661009611544,
          -0.9277710725131093,
          0.5258889175155446,
          -1.4314249397875556,
          1.9210388505743852,
          -1.8284929809189083,
          -2.794118197027133,
          -2.8024616421235966,
          -1.0610828765633942,
          -2.590818978503033,
          0.7546526798898067,
          -2.7073901324652634,
          0.06664609988964484,
          -2.041021974011337,
          -0.8265727367398805,
          0.8987919274251627,
          1.0167450241473135,
          -2.268512843332399,
          -1.5463607161888613,
          1.8204696654325006,
          -1.553604133803072,
          -2.374504549524665,
          -1.0884681360621777,
          -1.86668139794542,
          -1.846660852788963,
          -0.34672648997450983,
          -3.036809087747415,
          1.4546636271780078,
          -2.3097141962770116,
          0.898881491567054,
          -0.023691520901745543,
          -0.49216805962195403,
          -1.9044331624354118,
          -2.5437092163689723,
          -0.32543949137890654,
          1.3619495999730606,
          -1.9760538856615746,
          -2.53451628408432,
          -2.0150402424267737,
          -0.9225201446648104,
          -2.4193492018997707,
          -2.669135783844157,
          -2.0239638784537846,
          -2.4411859861413485,
          -0.24778302291284957,
          0.2948434045551716,
          -1.7145608257256768,
          -1.2743472355099466,
          -2.0249495719330617,
          -2.60083983785789,
          -0.3244652269975505,
          -1.4069646232606197,
          -3.0463650752800895,
          0.1687056674892831,
          -2.0473107620781255,
          -0.7723600535441778,
          -2.2382216554760435,
          -2.514870857417578,
          0.13752735698442964,
          -3.312241162865584,
          -0.5367524700267259,
          -2.6134705348939877,
          -1.9687068432292214,
          -3.0085142936404847,
          -2.3792768940550855,
          -1.8825853240989587,
          -1.646217167955602,
          -2.7380247778933557,
          -1.0820169011410916,
          -0.7186021197212014,
          -3.3286131149257825,
          -2.472097919337831,
          -2.096855603095247,
          -1.2425815079715592,
          -2.209876896339525,
          -1.5925647857375531,
          -1.179003348135954,
          0.16283269752832102,
          -2.6707184909428254,
          -2.166297028359807,
          -0.9816280725801767,
          -0.6123629120703031,
          -2.1027522256151894,
          -3.0840156330257855,
          -2.239794090109712,
          -2.6787536282114055,
          1.3492101114136306,
          -1.7655593093006496,
          2.8589788207640314,
          -2.052022709274593,
          -0.41660618363551033,
          -1.43671821904411,
          0.6732244920875426,
          -1.8401594692470953,
          -3.0416686349420594,
          -2.162607490310603,
          -2.2596178854183,
          -2.4547911367226645,
          -0.385605611061624,
          -1.8073225660233747,
          -2.0364382370788263,
          -2.3910879508182954,
          -0.8215284227570187,
          -1.8073787298368607,
          0.1082945802602227,
          -1.1304739959708332,
          -1.7979810093427102,
          -2.079610992241469,
          -1.8896647211123552,
          -1.8123490451348008,
          -2.4667754980901897,
          -1.9805014506425143,
          -1.9256544991851587,
          2.131745019393351,
          4.071802968153373,
          0.010728731485484972,
          2.823364466711391,
          -2.0402257009517664,
          -2.1592053144805674,
          -2.4002688856385093,
          -2.752205077199182,
          -0.3655808057852133,
          -0.9224419035358641,
          0.36011610410376044,
          1.7914935015349758,
          -1.4833885839640595,
          0.4144205501349112,
          0.3397942395992227,
          -1.787385037546285,
          -3.2089932207396124,
          -2.404128836914929,
          -1.422756220432325,
          -2.4395340038454014,
          -0.9147904967630988,
          -2.9623197135419757,
          -0.5821985673132622,
          2.279534273776833,
          -0.45639723691273565,
          -2.375800420525277,
          -1.5491318784440193,
          -1.5405997466383745,
          -0.04738661369091811,
          -2.4033098997966027,
          0.767811238464437,
          -0.8065774460368894,
          -2.6547965774656768,
          -1.6893773442934978,
          -0.6715563808543145,
          -1.4867875731953044,
          -0.5958285477597818,
          2.0128867478801187,
          -3.0265052100537546,
          -1.6417432895347295,
          -1.440918670321264,
          -1.515003008666054,
          -2.8592432603345515,
          -2.042890460232014,
          -1.6624090074483764,
          0.2885673283824654,
          1.6378095924607707,
          -2.700836639657398,
          -0.7554975528711022,
          -2.8591421956918954,
          -0.03687756168657704,
          -2.0254447301473872,
          0.8473642726923086,
          -1.0109481688964923,
          1.563706534880646,
          -1.68982097440226,
          -3.092169748067964,
          -3.387210761163962,
          -1.3187789748889058,
          -2.3322234676534355,
          -0.5162065661528307,
          -2.336069323160531,
          0.2442384909525182,
          -1.8550418182813482,
          -2.1972859469266974,
          -0.8491423426219017,
          1.3778848746542163,
          -2.886698071921361,
          1.1295785445757858,
          -2.904576470828615,
          -2.451235795966419,
          -2.392989831108147,
          -2.4175535981963954,
          3.516183581000405,
          -0.15763837595397365,
          -2.110709134541547,
          0.19521556978389526,
          0.07509859905156456,
          2.9974241335262044,
          2.446391382902427,
          2.9389077222051867,
          2.305224352195721,
          -0.3748934449776518,
          -1.5859084205474143,
          0.4275491941044448,
          0.3283765149755208,
          2.034717749173371,
          1.3054632019153658,
          0.2388395361722079,
          3.3217400447130006,
          -1.1701361940792947,
          -1.2498322600867953,
          -0.9761243606558603,
          1.8207314755708432,
          -0.9247985314406889,
          0.18173726450292815,
          -0.04322757229810409,
          -2.1813448633924595,
          -0.08048576384875707,
          1.2746406600504074,
          -1.5454318022711593,
          -0.6178039615796008,
          -0.021126195779602928,
          -1.251270921079297,
          -0.3582223945825234,
          -1.924284947047304,
          1.7414922074155816,
          -1.1648687918492682,
          -1.6946567226822333,
          0.6128717614999977,
          0.7161242377618143,
          -1.7620255773729387,
          1.3479786611167381,
          1.347604338988366,
          -0.5979755456979556,
          1.386908002057345,
          1.0766362783250834,
          1.094729676973714,
          2.0763396994024275,
          1.1808727845233402,
          -0.21617888624229953,
          2.4053632145717434,
          2.565783804635374,
          -1.2779312644618268,
          0.7453074638824408,
          -0.39211949361619636,
          2.3705337335138386,
          3.1327297639832867,
          -0.7562412613688855,
          -1.9963651518818921,
          0.027135019370842072,
          3.3785502834208088,
          1.959944479293272,
          2.7273252236516212,
          1.965180665607735,
          -0.19620411952164868,
          1.0237156125935207,
          0.4100401420358648,
          2.0639540631078437,
          1.859335669810815,
          -0.9620428367448821,
          3.2230246674514933,
          3.864255359040593,
          2.203092353991088,
          -0.0201641936159984,
          3.0228430539034292,
          0.922953830904561,
          -0.8895754060663404,
          1.2588886315348826,
          -0.19179920264279898,
          3.3961572912319156,
          -2.148665833384354,
          0.15954534035036816,
          3.6734788194700623,
          3.26501564319538,
          2.7473782420604707,
          -1.2444440692958332,
          1.9562473704091128,
          -2.0106965408253896,
          2.3305724553258944,
          -1.1457095687132666,
          -1.179258192061572,
          0.7292822426515744,
          -0.7644469080844116,
          -1.160421218816543,
          -0.636452863289012,
          0.18929784805432545,
          -0.5990540719146964,
          1.018663431912024,
          -1.205901490630746,
          -1.0261713636056573,
          1.6776547253508742,
          1.941745986870511,
          -0.48486704903739136,
          -1.4396876859533525,
          1.5751029814634505,
          2.835378896736533,
          3.1182024999164746,
          -0.3211299090835569,
          0.965088143844593,
          0.6444143488490142,
          2.762000786294393,
          1.7265908812900455,
          3.2226759774458817,
          -0.6327777884532414,
          0.23391151576613523,
          2.16264466462177,
          0.47876693308543333,
          3.1006031788699455,
          -0.08483449261973863,
          1.4216177277111186,
          -0.24402973924191979,
          3.9698155382039144,
          -1.1223749526160671,
          1.4524121937168486,
          1.0897217977033167,
          1.9010866655695982,
          -0.7097870681189438,
          1.943151399573764,
          -1.5389014742113425,
          2.069414209766114,
          2.2888091222096385,
          4.162907651477832,
          2.4376370312299884,
          -0.8035666288546797,
          1.9715983009999516,
          0.18892772296753713,
          -0.6263517237927816,
          3.431826224666194,
          1.2345905162192758,
          2.782679161715144,
          3.8985496981949717,
          -2.11196407515181,
          -0.29849849953877894,
          2.661525028597485,
          -0.6181437346442796,
          2.8987168830543246,
          2.9682669868775373,
          3.1640296386083557,
          1.2700503060429527,
          0.1983887869078008,
          -0.8575743742464698,
          -0.4000163910192668,
          -0.977066564925579,
          -1.4886569494859714,
          2.865622086737001,
          -0.17177858515861502,
          0.7576116525918902,
          1.5010506795455207,
          -1.4502963893756644,
          3.16473055127201,
          1.4467207584341184,
          1.4185806428135137,
          2.963333895902292,
          3.546389506773584,
          2.4976523534619384,
          -1.1325825732108772,
          -0.6893871609420624,
          2.1498746236508914,
          -1.4935333438615264,
          -0.3016202252559106,
          -1.7342814193968787,
          -0.4181887773722897,
          1.742406106070544,
          1.6481031467703182,
          3.2224015990085606,
          0.06548063865123135,
          1.6202336417719336,
          1.1556654149666599,
          2.261067746231215,
          -0.8025335579045247,
          1.7533052951080683,
          -0.7859835089975422,
          3.6027523841212132,
          -0.9014991182963051,
          1.1308516945644265,
          1.0860475821754514,
          -0.19675388596464818,
          -1.0855046390949412,
          0.2892235358612306,
          -2.6817511762770803,
          2.1029132931094017,
          0.3273108220612841,
          -0.7739907866762846,
          0.7172914820591237,
          -2.1687123566712825,
          1.5890701844534945,
          -1.4732212530627207,
          -1.710036822056095,
          -0.799609927827405,
          -0.7604186998765194,
          1.9762705726465348,
          0.9736828985112198,
          1.3979382091504644,
          -0.7527540418754879,
          1.0627811849179147,
          1.7471229875570293,
          3.0492533472743206,
          1.7440640884911323,
          3.187577548960438,
          1.058494599781774,
          2.910261148531155,
          0.309591476563592,
          3.4604621918758984,
          -1.2404551436141784,
          1.7913881223824353,
          2.4520691332361872,
          1.775132778564342,
          2.9277215728001935,
          2.5311356945006813,
          1.3942723386396294,
          1.6036783655767877,
          -1.2681915146451141,
          0.10766489401606388,
          -0.4132132066897829,
          -0.5330496863295464,
          -1.417086795414181,
          1.6627258267212992,
          1.8097496410451805,
          0.536052105061787,
          0.9516454842562616,
          0.1866663782064166,
          -1.8326410511555764,
          -0.7519878785074902,
          2.241889691852991,
          1.1086282246588326,
          0.3912394257860122,
          1.9442464142746916,
          -1.0772466618858236,
          -0.19412537816629352,
          -2.077342087935266,
          1.9587323769508937,
          -0.3185895983004729,
          -0.264844001834275,
          -1.2263111562209625,
          -1.4483168911928115,
          3.397328602052438,
          2.08127572992402,
          0.8867454602157953,
          0.5325577760824254,
          0.9075504823124149,
          0.22043908329171216,
          1.850944763074158,
          -1.3640328530592483,
          -2.222772772880986,
          0.3987916416247567,
          1.0162053205040438,
          -0.25491188878279225,
          -0.6238124312541481,
          4.0950663839598205,
          -1.3815611960456564,
          1.3468230837344994,
          -1.6185931937818734,
          3.2736756325707925,
          0.6875743703519951,
          0.009538664160347994,
          1.8637961845566322,
          1.403537754484615,
          2.2186272566179857,
          -1.679832463000869,
          -0.9596095917030273,
          3.3474643393619496,
          2.0017947945463064,
          1.593629262361928,
          3.3281293960973284,
          3.585881945848956,
          2.4431640066808478,
          3.856451308973854,
          -0.9733103948333571,
          1.9059793853273836,
          -1.6382071597509693,
          0.9855454612167106,
          2.476868094494263,
          -1.7144411042838632,
          1.4419719018413228,
          0.8196117384923352,
          -1.3741423039594338,
          1.1610938171279446,
          1.4021662784256923,
          0.16959448426126444,
          0.708984039671526,
          2.688040314589042,
          1.6058453729731452,
          -1.1803895163300764,
          -0.9736781743028123,
          1.1012279451115017,
          2.721212241911303,
          1.7341149747765199,
          2.3652341954539757,
          -0.9719387374846473,
          -1.2046278004148838,
          0.7153911687878772,
          -1.505595652549187,
          1.0950903572183988,
          -2.084403173106902,
          -0.266322961716943,
          3.4939061600259715,
          2.1651703890193135,
          1.1496103456175648,
          2.3472955185207507,
          -1.108852920556378,
          0.6035121467349136,
          -1.2084369866539808,
          2.4840007943009734,
          1.8733196803585759,
          -1.3279609342627725,
          2.0985995063716585,
          1.938215997511937,
          4.713638270455206,
          0.9065048580180219,
          4.207686506245732,
          1.998988960869845,
          -0.40283615078556734,
          -0.23060178573515125,
          1.815941424440222,
          2.1208162951312977,
          2.778855868390212,
          -0.5645872655135427,
          -1.6639677368402837,
          -0.4930061750223764,
          0.2836265149416587,
          -1.7695964406564315,
          2.477214436853936,
          -1.2283633202888613,
          0.02399716035604399,
          -0.2201752878619943,
          0.6439776729424903,
          -2.145453661970721,
          -0.13112957266798933,
          2.9054081195805286,
          -0.6447487089717423,
          0.3406685932074787,
          3.272641685318245,
          -1.5069011822162648,
          2.6306177188060658,
          2.3485818663344356,
          0.7792381420165381,
          -1.1987514946011308,
          -0.284248292386736,
          0.3777340323355014,
          -0.4054636675075669,
          0.5392574914517964,
          -0.9278244423285027,
          2.5901790532313975,
          -0.672740170155352,
          0.8940448002069019,
          -0.5766775615574287,
          2.1462603479016065,
          3.6566719837239448,
          1.0518557183983577,
          2.449074265656946,
          -1.5944666163561405,
          1.2908000725829356,
          1.479015699374839,
          1.6183745619725396,
          -1.5669999151783396,
          0.39358459260540213,
          2.442797447448144,
          -0.9769198373110788,
          -0.6652839818118284,
          -0.16314301787926683,
          1.4071446260367309,
          0.6175458409413314,
          2.639493455559667,
          0.7992805035330994,
          1.7132781799670131,
          2.5396819353798086,
          -0.6889234020432372,
          -0.5448811111588442,
          2.2680325927070872,
          -0.9976444387183722,
          -0.2959834365487011,
          -0.5379172357494537,
          0.4242394807049094,
          0.41113454618986317,
          -1.2814804001758908,
          0.6358732341780367,
          0.24214503569232926,
          0.08648658279703565,
          3.2196104082070893,
          1.7134419956839766,
          -1.264855704878375,
          -0.7848551482061663,
          -0.24981701018741007,
          0.380718283107495,
          -1.3441781172506027,
          2.698356217172771,
          0.12187518598290134,
          5.131480008761396,
          2.8386149944224797,
          1.8959812849816813,
          -0.9534010459212796,
          0.8745401970232677,
          2.87643492991145,
          -0.9304786101302018,
          -1.2478339511462642,
          -0.2543013664642811,
          2.71629134991729,
          3.0683904152531167,
          -1.9956634844161802,
          1.1597228846543552,
          1.4149335531640654,
          0.2209912016291318,
          1.3577689867255887,
          -1.6101161737559995,
          1.861842270157888,
          1.3361991990549824,
          0.9968529458530582,
          0.3733162740703018,
          2.8954783791779493,
          2.785408499939897,
          3.2888519492663124,
          3.1494079047111723,
          -0.27260899445684095,
          -1.7972214463289407,
          -0.24358413356476347,
          3.297602506694463,
          2.623596564782174,
          1.5841378911784392,
          2.7864740035940097,
          1.9550371351031153,
          -1.226157942502852,
          4.110592909313035,
          -1.1118431092469838,
          2.680831185972647,
          2.428728101905135,
          0.5664947139132044,
          -0.47116752214720403,
          3.26307699072293,
          3.8102318306592298,
          0.2072736790437129,
          -0.02235855188768371,
          2.414139209690742,
          2.238200272625109,
          -0.4375344491098777,
          0.37724887779257943,
          -0.3245568498788648,
          0.01503186464832156,
          1.7287782352401093,
          4.084418861740311,
          0.4136615107314111,
          0.6325349598326052,
          2.0645608047811006,
          3.107644716507209,
          -0.5087448356873248,
          0.5081635270300277,
          3.3685399678695367,
          1.5498303215653673,
          0.7408137652778075,
          3.459738024374869,
          0.012900385308401985,
          2.5657508788663983,
          1.2435248090169841,
          1.8124660338441902,
          2.742417542666502,
          1.2970062064626673,
          0.9335219519526341,
          -0.4193427922268712,
          0.5320434968075846,
          0.9383550904483241,
          0.29376297183621053,
          -1.3671251761621832,
          3.2796774868750806,
          0.4345164204631514,
          -2.009286009923489,
          1.6648250355703296,
          -0.8680410262535911,
          -1.3063553228722276,
          1.0234421242869525,
          -0.4427643301487542,
          1.7704634408223805,
          -1.3395986847301395,
          0.4584662465613657,
          1.9533508094283771,
          0.8188624892292152,
          -1.2743649410806588,
          1.2558736932511323,
          3.0388314183514877,
          -1.5000723680393793,
          1.5316073814378353,
          0.5606444768187739,
          1.2731796133112785,
          0.6115437098729036,
          2.2888428492652793,
          -1.699454042911366,
          -0.27704490792622233,
          3.9615795525947437,
          0.051865631525085845,
          3.432291230228826,
          3.4610255342795617,
          -0.8181062351377827,
          -0.8346970417560009,
          2.643286345262721,
          -0.0810707837975016,
          0.5252029620723705,
          -1.3233138484702627,
          1.9842283244957324,
          1.11401884306406,
          3.075541158914695,
          -0.9616281251298411,
          4.173825655845433,
          1.4289768978336106,
          2.910180043623861,
          0.025692770256452266,
          3.303041265280864,
          2.3293867913751134,
          3.5401540479255384,
          -0.26800711729769916,
          1.3734601673613502,
          3.30421701536655,
          3.2104266457225883,
          0.0765054730620808,
          3.6510733246586424,
          -0.4525353088855492,
          -0.36274005696995654,
          -1.0594832621767225,
          2.3536811342274744,
          1.3232860686360834,
          0.14030172875489788,
          3.16044048307759,
          -0.08092487948687486,
          2.3638365912614874,
          -1.653364401943343,
          -0.9192704013077067,
          2.0359948598473543,
          1.4525994342984345,
          1.6082840380070715,
          -0.4151440741546883,
          1.7481247085964293,
          -0.631349679542361,
          1.055950313526159,
          -0.5665687482221591,
          1.635626809725,
          1.1555608115737341,
          -0.42450578256334803,
          4.399900840336309,
          2.8323095562553475,
          -0.9113082853042714,
          0.6636237594059287,
          1.8950397086438395,
          -0.25741563506859666,
          -0.28269259794897955,
          -0.7464142820354498,
          0.09143792809361805,
          0.7955842238777806,
          2.596802421693432,
          0.006218718887813941,
          -0.30633415944096126,
          0.3880651716004931,
          -0.8516628909590445,
          -1.2993100417091528,
          -0.3160155409753881,
          0.5619189568593816,
          -0.33415820335131163,
          0.8033440306166625,
          1.2736141998200088,
          2.7302972383430517,
          -0.32705887148605417,
          1.2592853569776477,
          -0.222187441363613,
          1.0882820030576532,
          3.0242252565935432,
          1.223991570706373,
          -1.4268300254098092,
          1.5834408158990572,
          2.1813576090258806,
          0.6466458659329983,
          -1.6343326311404853,
          3.2489442042107766,
          -0.29010363287692775,
          -0.5972514274582361,
          1.3008013469213073,
          1.9489044917747782,
          -2.175678407763592,
          2.7633827071312065,
          4.591308491442919,
          -1.366424908182298,
          3.8244384778121545,
          0.33034689984366084,
          0.9835594904025287,
          0.25822906165957216,
          0.09636707720644652,
          1.1514476702651795,
          -1.3234025634619573,
          2.275326117160215,
          0.4842007934878,
          0.5697647956507401,
          1.6879170587004464,
          0.8165826115869526,
          -0.8036604181468869,
          -0.8614416332003249,
          1.3644832562856397,
          2.6214569424771317,
          2.0911564844850354,
          2.149958571733767,
          1.3604674964675567,
          -0.17600805449481632,
          2.0961395315086504,
          1.6180859281930289,
          -0.23483542386076833,
          -1.6271589490929388,
          3.191359177476196,
          2.194983724907477,
          0.13346476569653237,
          0.6529262676250676,
          3.170721521886497,
          1.7434034383026813,
          -0.3232003379771109,
          2.3822059327114227,
          1.7755173091506171,
          1.7006014655224457,
          0.12813670644780947,
          1.339967324669352,
          2.475457410281281,
          0.25835201828032545,
          -0.8491577625643804,
          0.5814743556574041,
          1.8935056510432702,
          1.265392041613884,
          -0.8104893938117872,
          1.856172388210307,
          2.2009989910465713,
          3.244919167752163,
          3.530621482007099,
          -0.6479101799364569,
          -1.1406808485182311,
          0.12304950742318621,
          0.2955460889216645,
          -1.9161113865216226,
          0.36834180917346776,
          2.752234603097012,
          3.2714622747100544,
          -1.2725321970697994,
          0.20960436071588248,
          0.8052884599800122,
          3.5155509635742703,
          0.8875109306567418,
          2.4064434110325577,
          2.765212146405767,
          0.16856710094448182,
          1.450525585935997,
          -1.32043110784449,
          -1.2057900301376914,
          -1.4008843454079838,
          1.955914875735103,
          0.36172602088684763,
          1.1447371151290313,
          0.42188313410777767,
          0.2283406163249898,
          1.5236149007247424,
          0.9844876611905269,
          2.7467028472339248,
          2.7356318426411623,
          0.2869070136932613,
          1.1753093086747766,
          1.2399043043546216,
          1.9886840788846314,
          -1.6415079986974777,
          0.5666842528299247,
          -3.3750459468549816,
          -1.9644811746272064,
          -1.4480374004796421,
          0.1411010954974184,
          1.0290818541096338,
          -0.9764850810156326,
          -2.3991596923249867,
          0.9146589059353498,
          -3.234847834336738,
          -2.4416778563615207,
          -2.4818333193263116,
          -0.2668771355097582,
          -0.7023015229268212,
          -1.9379502092584668,
          -2.0931871384650513,
          -1.030650061754216,
          -2.4404205542668485,
          -1.1245556077960495,
          -0.8850633833111179,
          -3.3652980033907998,
          2.9062416962611977,
          2.7014344711277274,
          -1.2592773983237757,
          -2.072839413518354,
          -1.624210544880226,
          -3.3323523615237423,
          -3.3979260049870863,
          -2.5504256312375504,
          -3.8758025948324737,
          -1.0991372762387723,
          0.39297894310227865,
          -2.827050586749739,
          -1.7890893621977773,
          2.6511880581206597,
          -3.6912414323694582,
          -2.6381516209811138,
          -0.8360486413472719,
          -1.9772945724743751,
          -1.8109512002186559,
          -1.9939151567887083,
          -1.8244388105200104,
          -2.4013961683867104,
          -1.823940750228039,
          -2.6615221173455583,
          -2.192112744074903,
          -2.998393073847623,
          -1.8244643246186383,
          -2.5891791563447715,
          -1.656255648465679,
          -2.158059091352696,
          -0.45446057102441345,
          -3.2622865386393185,
          -2.4446571884087165,
          -2.214236536511015,
          2.5389022220969,
          -1.1728022336091832,
          -1.9715776325626977,
          -1.9751211274091105,
          -2.937160115461506,
          -1.717589397686608,
          -0.6881603886309563,
          -1.9556295030207815,
          -3.402614406909693,
          1.9029457676977999,
          0.5066227071607896,
          1.9548817491152366,
          -2.5131183846228446,
          -1.2282740966564725,
          -1.843134616126892,
          -1.9664957470904711,
          -1.6539969875197467,
          -1.505606668734546,
          -2.662647850476715,
          -2.420137596199749,
          -0.6464873824680935,
          3.399880504957366,
          -2.8496340824697435,
          -3.3784908712957114,
          -0.41184770476582583,
          0.24390566662388263,
          -2.7288338625288406,
          2.9498607374135,
          -3.46186732273714,
          -0.5538990036943309,
          -2.166061157230166,
          -2.954066474308301,
          -1.2366570833807977,
          -2.2941941404041524,
          -2.8041660318054595,
          -1.2609026651236486,
          -2.9267170793550226,
          -2.490633675139349,
          -0.7448782199286741,
          -2.367980591934677,
          -3.6427192912471322,
          -2.9072801007941744,
          -3.4138358894100316,
          -2.154782268921083,
          -2.0349236074296275,
          -2.1266479469410653,
          -0.07348385759053082,
          -1.8723253276242804,
          -0.6280739513530792,
          -1.8396081778163498,
          -2.4451161320525086,
          -2.6504779979327338,
          -0.7915021589685289,
          -1.4538375209803525,
          -0.9094992619933875,
          1.510541089024887,
          -3.294563944426237,
          -2.0921491449696865,
          -1.0376520752998657,
          -3.0147754324633373,
          -1.8697792016564068,
          -2.5845611717556563,
          2.710326402755814,
          -0.9638139497189356,
          -0.7585072322167791,
          -2.2073986913209107,
          -3.1143837323975805,
          -3.0439674099273453,
          -2.212872937007488,
          -3.300837842407896,
          -3.1736126442351487,
          -3.102399311870372,
          -2.628657331260975,
          -2.4745387856299264,
          -2.9520720141496564,
          -3.6082099688054363,
          -2.731282416315384,
          -2.329293734468875,
          -1.150281803832698,
          -2.8638996575568325,
          -1.780069101688667,
          -2.68276264382344,
          0.6396788361793838,
          -1.970256723204891,
          -1.418485614528101,
          -1.8953743795245674,
          -2.9486063548586725,
          -1.1822076515567972,
          -2.407755822587976,
          -1.144188573407955,
          0.9203923200307204,
          -2.714472010474312,
          -2.854153249505404,
          -2.879417694401526,
          1.226567003931061,
          -1.7547828713646596,
          -2.0102225972321914,
          -1.134981605928602,
          -2.5643955968363725,
          1.7171006607253785,
          2.329709398815692,
          -2.179829217152046,
          0.02140811187828949,
          -0.9185739397021014,
          1.4972021417276178,
          0.9817594197475386,
          -2.826419972849507,
          -2.5648785528465834,
          -1.1343032743556796,
          1.6884873677210932,
          -3.0127692771196375,
          -1.3868984493448129,
          -0.885870266055588,
          -1.965983811484503,
          1.5165744351751604,
          -0.33761136359551014,
          -1.9550373326570762,
          -2.117986768885643,
          -1.4161208361098403,
          1.8218274713399378,
          1.5760814572524662,
          -2.159894777169174,
          -1.9072053305773409,
          -0.7159967029097235,
          -1.1221304025344547,
          -2.26134821934416,
          -2.6850819240708206,
          -2.7522015243609914,
          -1.8370267195835621,
          -2.7608986619964764,
          -2.762940548147572,
          -1.4595964431046604,
          -2.6899185149816507,
          4.089898953668824,
          -1.5911743476062947,
          -1.6062808665976402,
          -0.49903276253864376,
          -2.072039563239163,
          -1.5036893562427827,
          -1.3995088246959781,
          -1.986709349268687,
          1.031309994400814,
          -2.8073509068382876,
          -2.0113683446883566,
          -0.652796276092123,
          -0.5041461222603639,
          -1.625306291201121,
          -2.061692443505514,
          -3.0137471000947142,
          0.3050011649843745,
          -0.9883287283820364,
          -0.4928645674241995,
          -2.461916741862603,
          0.2982947036541997,
          -1.0490243130856962,
          1.5336277239841842,
          -2.844792086795363,
          -2.7443662278782,
          -2.6075709119948325,
          0.7905397047424235,
          -1.8690992815106042,
          0.06459098804498528,
          -2.303310920256084,
          -1.3419744731334353,
          -0.029425650826355926,
          -1.3752656896666053,
          -1.4481896317189897,
          -2.3377265421275295,
          -2.708313597437059,
          -2.0618472072638268,
          -0.522979627429355,
          -2.9238312858562403,
          -1.539997766193097,
          2.6426813286570474,
          -2.960981545077553,
          -1.5930363152829878,
          -1.4342963091949996,
          -2.0185719003092166,
          -1.5912401971058672,
          0.7940931649463081,
          -2.615842189978858,
          -2.531185873110335,
          -0.9675559864551767,
          -3.3207633012215303,
          -1.6281229771617973,
          -2.078326488674995,
          -0.32661729092969405,
          -2.210681495414256,
          -2.492880336618569,
          -1.5646729870024993,
          -0.734946918021806,
          -2.561101104939512,
          -2.596806467869454,
          -1.761750333988331,
          -0.9465135606494612,
          -2.4304718151535423,
          -3.2294237551588783,
          -1.5204101402346046,
          -3.3625123972026643,
          1.7653181078533342,
          -2.071923638015221,
          -2.773172426191022,
          -2.183134054614816,
          2.573021758765333,
          -0.5732181205582426,
          0.6956935484221689,
          0.7607821486624131,
          0.2747739650075732,
          -1.875044712602723,
          -3.3809380633235646,
          0.9891391817676809,
          -2.591478452975806,
          -2.4572514537308465,
          1.0960683265016167,
          -3.408015971861294,
          -1.3670813780785438,
          -2.0359797386314527,
          -1.33673394923473,
          -1.746764149530584,
          -0.9706373365771122,
          -2.5916348080512615,
          -0.10213926418662758,
          -1.750252076290121,
          -1.5948522753841965,
          -2.2891629475031245,
          -0.413511048181436,
          -1.1799325953115873,
          0.6287426040593357,
          -1.9701880309909792,
          -2.2769594714040013,
          -0.7969405724903649,
          -1.6998120760262503,
          -2.5294703800156215,
          -2.111129939513621,
          -2.173227865510246,
          -0.7560188546988463,
          -1.4393380880816289,
          -2.5957931423747285,
          -2.918229753023688,
          -2.2832492881884647,
          0.9159372007150098,
          -2.1002314614120863,
          -0.40518803234681283,
          2.9572120401382884,
          1.48286734075472,
          -2.552466346091022,
          -2.473154944634014,
          -1.226483706161457,
          -2.696589498250393,
          -0.5827504984246691,
          -1.4926049317605543,
          -0.9076270199175837,
          -2.1224927652976633,
          -2.193167221167013,
          1.698571049563984,
          -1.967044182944084,
          1.46745959941316,
          -1.7009338384767947,
          -0.3165536715416065,
          -3.4264561583168205,
          1.4799304126033557,
          -1.4236118199663408,
          -2.359414684531973,
          0.6755525813993902,
          -0.2858476627666345,
          -1.4823884523619935,
          1.8231284172104076,
          -0.575610009713435,
          2.200405195338849,
          -1.6304794052431757,
          0.02092668954233652,
          -0.42731784034048426,
          -2.026115336240222,
          -2.180743770240029,
          -1.8616548821746903,
          0.6418726718431618,
          -3.0467325174907884,
          0.19586903881588127,
          -0.8091387186129667,
          -0.11768703450574136,
          -0.6871054312974049,
          -2.367501217317688,
          -2.970875309700563,
          -2.3149272088895776,
          1.6410854757388147,
          -0.7735364968406817,
          -2.6592644752960344,
          -2.517964073894922,
          -1.7432100352674758,
          -3.354131254930024,
          -2.9438366074045788,
          -2.3422003109862612,
          -2.5228335743444363,
          -2.4670023406888126,
          -3.03267396875959,
          -1.5634722425111927,
          -2.0423360524925163,
          -2.1264008261818415,
          -3.666371716328274,
          -2.049477004539084,
          -0.3325312192713221,
          -1.5705854349088824,
          -1.0640433404405722,
          -1.2272356146438401,
          -2.5359845845859565,
          -1.7227439371663043,
          -0.09175267142807837,
          -2.4135110003281053,
          -2.093732876713336,
          -3.047824902355161,
          1.9863353640442873,
          -1.7451871413805067,
          -2.824225411134167,
          -2.8189623395682615,
          -1.9133472559134044,
          -1.3849852754527847,
          1.52995038250276,
          -2.7113879128718823,
          -2.6077294549974432,
          -2.9467079587822735,
          -2.3108244339016455,
          -2.326377543523104,
          -3.0389038958411043,
          2.07552074463733,
          0.21010230090774626,
          -2.768806963240208,
          3.279752182944921,
          0.5487966977761604,
          -2.0671313168372514,
          -2.480921621241025,
          -2.7332306923052623,
          -2.573740891141924,
          3.1273540474119867,
          -2.296767730018178,
          -2.905479253042011,
          -1.3990037634383028,
          1.8055168548724279,
          -2.1788844530998825,
          -2.347626983018456,
          0.3608070317427352,
          -1.314801950164558,
          -3.6086304673895016,
          -0.9127659043625872,
          -3.057975151255297,
          -2.2686819449888014,
          -0.8855814248189362,
          0.20253381739883194,
          -0.3533187139097642,
          1.068097125308872,
          -2.45910179046472,
          -2.9595359362445435,
          -2.2222022814432036,
          -2.2021983478809335,
          -0.7412114319852544,
          -1.5910042482590847,
          -2.058131794268239,
          0.1352105060152979,
          1.2367659608514838,
          -1.2704028713540587,
          -3.3477720147405887,
          -2.2331598321871216,
          -1.8447454583085756,
          0.10531037320205859,
          -1.6884665611221006,
          -1.5618276818549253,
          -2.514697090208505,
          -3.0235447723377993,
          0.5451215588349508,
          -3.1346207362507568,
          -2.8047528325873468,
          -2.9837614093302407,
          -1.0800579920546793,
          -3.91644862288791,
          -2.3989891169831274,
          -2.849519002766704,
          -0.7286272358168719,
          -2.2653147214363876,
          -1.8248884089442552,
          -1.961883850104928,
          -2.651649219681545,
          -1.6508227461439642,
          -2.218753035309941,
          2.809150977245088,
          -0.901341347527513,
          -0.5567868812713249,
          -2.468715004031318,
          -1.6537954138711106,
          -1.4357934090695126,
          -1.3029828358164193,
          -1.766318257622099,
          2.3217075587874887,
          -1.6759043752855676,
          -1.148931211324005,
          -1.7567107244450169,
          -2.5664661745235158,
          -1.1685356578330035,
          -1.808000338356755,
          -1.6895973192634226,
          -2.0007181649840926,
          -1.7667035642090532,
          -1.8009416796371036,
          -2.4434336638025798,
          -0.18261479000126132,
          -1.9388332097621501,
          1.0874957236510836,
          -1.6213024130576912,
          -1.693990154433624,
          2.524659703739199,
          -2.9820318802998256,
          -1.6129097956834169,
          -2.1119786534192597,
          -3.6370839236936265,
          0.5716147519143794,
          0.10923793441757304,
          -2.2626835261496696,
          -0.5860959589884297,
          -1.7531323716324836,
          -2.649758617711665,
          -2.1633042484710385,
          -0.3421854351968062,
          1.1250531052001573,
          -1.9486612426358139,
          -1.889154698642955,
          -1.911653028328652,
          -2.3577379608766815,
          -2.356231924209454,
          1.7720213890518512,
          -3.9708926108626637,
          -0.20860207717598298,
          -2.0391615302283874,
          -1.508327842646183,
          -0.6910022579069466,
          -1.5732832349366024,
          -2.5118097204571783,
          -3.0755711819796123,
          -2.56754871544539,
          1.5944052530571076,
          -1.8260309800446386,
          -2.2186773612052066,
          -2.3678363546735306,
          -0.6945063658502966,
          -2.1646834970425584,
          -1.5227221560010455,
          -3.271359291351522,
          -1.7330830031963542,
          -2.3235042015918776,
          -2.605837297539311,
          -2.017928461023212,
          -0.4452465351919968,
          -2.490822622539376,
          1.4679409001239025,
          -1.099159300045121,
          -3.2748027684960856,
          -2.4069782025908615,
          -3.3486211568039757,
          1.9965496064286719,
          -1.770106459014671,
          -1.926849777171566,
          -2.3820452796133758,
          1.494007015337805,
          -1.1379322810967,
          -2.9357672035403017,
          -0.9582209369375879,
          -2.335925681531872,
          2.325818933837376,
          -2.4609931468314787,
          1.0540261728401075,
          0.16828524205939782,
          -2.448401083997917,
          -0.376290808422914,
          -1.6657603984466272,
          -2.307851795327233,
          -1.7198711996212985,
          -2.7352287428864828,
          -0.38882351814795146,
          -1.63291749991128,
          -2.604261262190645,
          -1.6761987323979888,
          -2.7820249990156687,
          -1.5152698663734239,
          -2.721831045524722,
          -2.417892582883618,
          -2.0295378404722237,
          -1.011986608682007,
          -1.0300653827458393,
          -2.926244338444866,
          -1.808800187796921,
          -2.8923694696318902,
          -2.3655151096457705,
          -2.16904928598947,
          -2.055281416728261,
          -1.8946698055050017,
          -2.0446008296916967,
          -2.0877509614167895,
          -0.7725899748526993,
          -1.0052159342135971,
          -1.700268520914609,
          -2.447452846488781,
          2.233320506161288,
          -2.688730433227034,
          -2.302411852016571,
          -2.7292150866838814,
          4.149037301636856,
          -1.4098919701738686,
          0.2346235615652439,
          1.5236341185061548,
          -2.5346150188689816,
          -2.557196906875496,
          -1.481799199227629,
          -2.635520603528874,
          -2.3343119010225872,
          -0.7243711208932241,
          -1.9533168155910146,
          2.695386837882084,
          -2.755600138858803,
          -2.448358711491898,
          -1.643642760415451,
          -0.8146143958362553,
          -1.2681714178951196,
          -1.284030895013882,
          -1.2905046448760182,
          -2.4832717775559803,
          -2.1647522258817995,
          -0.5567620248914804,
          -1.8662829550723716,
          -1.522989155808275,
          -1.7103294146335257,
          -2.6424495789234923,
          -0.6216883949137181,
          -1.8672806077082742,
          0.08872096673924865,
          2.2127077385715612,
          -0.07997776220547792,
          -2.3844713125044157,
          -1.8159319385746022,
          -0.7057260421911958,
          -2.6290027692415316,
          -2.7163489439664987,
          -0.9307079086313859,
          -2.20574236026881,
          -2.7641010225806415,
          -1.259751966608195,
          -2.13251373939448,
          -2.1393374629412416,
          1.2949350129667647,
          -2.541112631602002,
          -3.297442139512889,
          -0.35875926490287424,
          -2.7157615937341824,
          -2.0943916705796575,
          0.46380251983584897,
          -0.9064628549656254,
          -2.047377814185436,
          -2.2314246577182155,
          -2.2496475803572835,
          -2.164809337142695,
          -2.0061909572480396,
          -2.428149029300406,
          -1.3989768207585516,
          -3.3834948373686755,
          -1.3242206377735646,
          1.9283522565370361,
          -1.4033925598048864,
          -2.9399153078955726,
          -2.0915588464331796,
          -2.9949047586918227,
          -2.311209290217449,
          -2.5276255310204707,
          -1.7906765068519304,
          -1.9419571607935064,
          -2.545944262922211,
          -2.714930988458698,
          -1.3373615537996517,
          1.9852397772085368,
          -2.2173730831054566,
          -0.06815524331419288,
          1.2783130547362886,
          -1.9793532999305148,
          -2.5619359814862666,
          -1.2690936075533585,
          -1.4956519117722473,
          1.1396752273470103,
          -2.2314527146539103,
          -0.13505582800148735,
          -1.8503587990640642,
          -1.0261241931465468,
          0.1685264837822675,
          -1.612291633089388,
          -2.8434657712206857,
          -0.9921310859112975,
          -1.4555175260055724,
          -0.4948665399998455,
          -1.5927280668335082,
          -0.3249868996107753,
          -1.844269017563382,
          -2.331377623307011,
          -2.900441614160951,
          -3.3988904035744567,
          -2.784967393883493,
          0.5542352226295758,
          -2.5533405539880967,
          -2.1094787832947537,
          -1.2920881756519467,
          -2.8521633359157144,
          -2.333593765259183,
          -3.0927259605889312,
          -2.5495777869144174,
          -2.7347240361223655,
          -1.6265729737238068,
          -2.7890882346212327,
          -1.2753112606076775,
          -1.6445729926436083,
          -2.201517221716231,
          -1.6118460708638467,
          -1.9702267502625477,
          -2.407307692209171,
          -2.5873053806787185,
          -2.3041244600176567,
          1.590578540769173,
          -2.1918732187261165,
          -2.2913876809281017,
          -2.83322425119815,
          -0.19157578299412822,
          -1.5721353049577784,
          -2.1962529592091915,
          -2.677499568737891,
          -1.1551574678121244,
          -1.928575927344112,
          -1.3221905358051427,
          -2.351534976409269,
          -2.940381593840413,
          -2.824062488622609,
          -3.00729202690227,
          -0.24672136752584836,
          -2.2879721279991445,
          -2.661145812865355,
          3.7959153615074124,
          -2.2160028693389506,
          -2.3747244762263056,
          -0.7009956764038832,
          0.8946011573911054,
          -2.561141026660578,
          -0.9042980724533733,
          -0.43281245927469625,
          -2.454081263013434,
          -2.096961846376271,
          -1.1798019111570481,
          -2.3294662015441485,
          -2.7487916628981943,
          -1.0517587006870408,
          -2.086270082364087,
          -3.132096803269275,
          -1.8298760425960054,
          -2.626773822981398,
          -2.0599406409759182,
          -2.296018513254967,
          -2.804341193162994,
          -0.087813741465547,
          -1.4049563836517482,
          -2.60820303675136,
          -3.698459975261756,
          -2.8344615234828927,
          -3.280835126561347,
          0.644537362751558,
          -2.860603712453543,
          0.09950277541537966,
          0.390215727780108,
          -3.06764547726928,
          -2.348344468799564,
          -2.665283065753227,
          -1.9668273855924236,
          -2.1850420925392915,
          -0.6848790674496945,
          -1.547786427017231,
          2.4912094583245397,
          -1.8374208744758314,
          -2.048022506978378,
          -1.996687760842214,
          -3.1419555312679974,
          -2.1228199974246333,
          -0.8815025919734615,
          -2.622772847059552,
          2.0120555871822923,
          -2.365006207125346,
          -2.5986145980510913,
          -2.313055894370001,
          -2.2613839110329903,
          -2.3787007893911376,
          -3.0633727103519974,
          -3.0237846853638666,
          -2.434535404064955,
          -2.111425553152685,
          -2.7659178206760995,
          -3.071749320658155,
          2.495834279946048,
          -2.9357994436780026,
          -2.412514411314119,
          0.11775024201353308,
          2.0552386131276843,
          -1.2463467095669316,
          -2.010717945784543,
          -3.0461323998142382,
          0.23488710237576205,
          -1.7265120432524352,
          -0.8498177024644493,
          -2.1007258800464133,
          1.8986477609621004,
          -0.8195177727148237,
          -1.4082743599694096,
          -2.879668099283877,
          -1.2262692311959216,
          -3.270979964541798,
          -2.5002040365963545,
          -3.20795708492776,
          1.8089475445741974,
          -2.804105133088142,
          -1.5978081198893117,
          0.8092112493733541,
          -2.386022905844613,
          -0.8630903053943065,
          -1.6951775414129957,
          -3.2036306240055863,
          0.6547570350698974,
          -2.609531335144028,
          -3.500589559050048,
          -3.3308273422211263,
          -2.6858029214563137,
          -1.9940613347418057,
          -1.6017355140791492,
          -1.5170271542765543,
          -1.5755631980366345,
          -3.199540344374553,
          -0.5226336111749758,
          -4.02655840729694,
          -2.929779260439213,
          -2.37905030712074,
          -0.2586654400532825,
          -3.08097931894553,
          -2.1961185095044002,
          -1.776255812454503,
          -3.0143922731287396,
          -1.9138051190326373,
          -2.3518521132241816,
          -1.4484936116783003,
          -2.1891649511573203,
          -0.42524628971500267,
          -2.0444045430326114,
          -2.2225819822827058,
          -1.6153373710097525,
          -2.6892708346027003,
          -2.1796585253185317,
          -2.350959480915397,
          -3.38467983759271,
          0.5844328459741622,
          -1.9565030603802633,
          -1.8573066214083338,
          -2.034464606319844,
          -2.1708549503916617,
          -1.8823097403270954,
          -0.6401665284858801,
          -3.0213811316693575,
          -2.419522554436083,
          -2.066689833447467,
          2.583468346883254,
          -1.132339284148028,
          -0.04498076502442731,
          0.036860547953748914,
          -3.1282846328188754,
          -1.2190929165023408,
          -1.9425607839512442,
          -1.6831427222946505,
          -1.6761814561207558,
          2.157531073402199,
          -2.3561891236726797,
          -2.1533607542622843,
          -1.9632172457310428,
          -2.069836803367543,
          -1.387957232236129,
          -1.8953974113565561,
          -1.4740433785625209,
          -2.9863922112998593,
          -2.194741695255631,
          0.03052725358942965,
          -1.2855723025707684,
          -1.0584046369513878,
          -2.729739306841065,
          0.9994370450064524,
          -2.059544544635197,
          -0.8545858185300622,
          -1.1777719539407747,
          -2.7329523445265016,
          -2.2064712922375,
          -3.1171997084548826,
          -2.0530537894323184,
          0.9445323982185599,
          -2.02386650875101,
          -1.6540892731326586,
          -0.8687551518971726,
          -3.0417182060455654,
          -1.4877947825563291,
          -2.280370863716815,
          -2.264381510677374,
          -1.6825652623061846,
          -3.1081496261433625,
          -2.529534471746163,
          0.9291736714861012,
          -0.8228749506181604,
          2.9979981072286477,
          -1.4840128213949304,
          -2.2131044335639856,
          -3.4895577536752858,
          0.7072366164144744,
          -3.1957681444003545,
          -1.3310721951853206,
          -2.2741307487384637,
          -3.0584572666847,
          -1.9210152136701213,
          -1.6462507238303932,
          -3.3078465682556377,
          0.5130984007325577,
          -1.6171896759779263,
          -1.3972165177625875,
          -2.501736769094029,
          -2.5357908870948696,
          -1.8314751130223088,
          -2.1126264576530076,
          -2.1377533470547947,
          -2.526158619290106,
          -2.1181426530420318,
          -2.129758829199673,
          -1.396121352854422,
          1.993139305680622,
          -1.581860925749415,
          -2.2821904502406434,
          -2.0184013689571465,
          -1.1245371180753723,
          -0.34913777106378924,
          -1.284900814694953,
          -1.0738519685798587,
          0.003930710988168569,
          -1.4051958624820984,
          -2.115341304785284,
          1.7475891010051192,
          -1.5301638154916466,
          -1.7534019040076636,
          -1.4029495959775753,
          -2.7898422700517505,
          -1.854688247304896,
          -2.4347859179522837,
          -1.7239312445713857,
          -1.546486235799198,
          -2.14543809633725,
          2.578534645985756,
          -1.025292040660495,
          -0.883933369611385,
          -1.7149520090063588,
          -2.6414552637688944,
          -1.417927639711252,
          -2.3287722857963096,
          1.6517332233512272,
          -0.9302360083922143,
          -0.5200292642576337,
          -1.8056120886500895,
          -3.163417910442158,
          -3.20095922639188,
          -1.5269376510937334,
          1.4685270769913867,
          -1.9078412466090742,
          -2.1680742482734763,
          1.7454986360340683,
          0.11620500330027372,
          -2.057398527645517,
          -0.02195510622169008,
          -2.885289229437367,
          -1.9024147644991323,
          -2.3628830548314066,
          0.2725470960496527,
          -1.3816869120581496,
          -1.8075800620868077,
          -2.9553806981373634,
          -2.057358677058764,
          -2.0531357229713407,
          -2.5600789044431034,
          -2.483698336059322,
          -2.9129293200239896,
          -1.6301603886904736,
          -1.7366871261931676,
          0.20294274531348708,
          -0.7380875709788114,
          -2.0292442973930385,
          0.16494581681904225,
          -2.0287443726943555,
          -1.5882584479082706,
          -1.0256582382586747,
          0.29816194565354953,
          -0.33477633713206223,
          -3.2260070786726924,
          -1.792341679849075,
          -2.764222063097323,
          -0.9869135045606385,
          -0.37552684269803716,
          -2.1742619776482193,
          0.4814470692546043,
          -0.23941618856124297,
          -1.4129557583644186,
          -2.814932725346477,
          -3.631714713425699,
          -0.997514967499998,
          -1.3707219422316181,
          -1.8163714124991093,
          -0.9297907173168664,
          -3.0617026473550597,
          -1.0112778893498084,
          -2.763602670068717,
          -1.340003170275344,
          -1.4036286016009463,
          -0.0004500010930074278,
          -2.0886689334060518,
          -2.410592905211827,
          -2.2230131166139917,
          -2.764970738175377,
          -3.636504422136315,
          -1.7369014611391165,
          -3.4588481694497655,
          -3.2431987052564524,
          -2.800603350123984,
          -2.5169848819810037,
          -2.6905533429761963,
          0.9737680130739218,
          -0.9270926710403254,
          -1.5687995859641266,
          -1.546565316045308,
          -2.7824905519540835,
          -0.7350608350962073,
          -2.148946097407223,
          -3.1943245650667134,
          -2.6040038136448054,
          -2.7580397069553335,
          -2.366062777158042,
          -2.652651544020947,
          3.0276499635764273,
          -1.7746276100359304,
          -1.0666478031686761,
          -1.844993902856738,
          -2.9234729161888757,
          -2.5442760871345333,
          -0.18447840363451481,
          0.38681832895150325,
          -1.0924387724126379,
          -3.2999871813365833,
          -2.368774330107143,
          -3.135499285082905,
          -2.5942869744326504,
          -2.6999691932556162,
          -1.0607856787063947,
          -2.049967931147798,
          1.560622858952282,
          -3.600990824406306,
          0.2182957795668856,
          -1.5532317197617767,
          -1.9128422921391093,
          -1.8378975131158442,
          -2.5158036461036484,
          -0.9070889615557313,
          -0.8521832131184623,
          -3.108015219891406,
          -1.7849894618348698,
          -2.550510664900736,
          -1.5800787554960032,
          -1.808574441359719,
          -0.8642091479986767,
          -2.110325750962097,
          -1.2494629645929949,
          1.5782627122739104,
          1.5502095183359157,
          -0.7910838984193925,
          -1.712186217562942,
          -2.3095618415034447,
          -2.471781122766034,
          -1.9170138807168315,
          -1.8269344934709213,
          -3.0407480716705133,
          -2.5401638845210353,
          -0.4466670732155058,
          -1.204870184753424,
          -2.3078964714509507,
          -2.8665118271704095,
          -2.8773482004658426,
          -2.46959459437977,
          -1.8320846483483075,
          -1.8562380690025668,
          -1.9588073838793059,
          -0.434463654899087,
          -0.8999387396732709,
          -1.5354486647334211,
          -2.760087246597006,
          -2.6162890370109224,
          -1.6030844349475906,
          4.031167456934116,
          -2.536602367993722,
          -2.653223452969442,
          -2.042862335214341,
          -0.9701968449320021,
          -0.07763122643788442,
          0.4483070741038476,
          -1.8197326032096968,
          -2.4253872939835914,
          -2.312638933312868,
          -2.861046839402186,
          2.763099566215813,
          -1.8782042431732124,
          -1.519097418819343,
          -2.498284377625959,
          -2.526832227727263,
          -2.5655139014586203,
          1.5502310563606547,
          -2.7781563972189014,
          -1.9073240628243275,
          -2.9311259394358364,
          -2.5038116787582325,
          -1.427691843814718,
          -2.3592086887992973,
          -0.15227135356454283,
          -0.411426301067585,
          0.27752148287963857,
          -1.7646922989234561,
          -2.0328407926513847,
          -1.5292429781907235,
          -1.796291740519402,
          -3.1593973996429106,
          -1.301390905201114,
          -2.453015429333529,
          -2.809443026496624,
          -2.584438317592458,
          -2.1967173483311635,
          2.4516353021818755,
          2.7985860448242725,
          -2.3669296683651404,
          -1.614086014239596,
          -3.0438451536187787,
          -1.5196611433525198,
          -2.508805355918298,
          -3.843749611696691,
          0.80311972654097,
          2.6008230773503342,
          -1.3757645579137203,
          -3.113311408801008,
          -2.723483618656147,
          -1.0391379503996223,
          -2.169623584059676,
          -2.0738082639256725,
          -1.7691849197740888,
          -2.538643579506297,
          -0.6383100493902731,
          -1.5510052787627042,
          -2.879843411394052,
          -3.4671576443659213,
          -1.3554333029211454,
          -1.3865602367216714,
          0.9664428820104377,
          -3.0950553196741133,
          -2.3425418163940392,
          -3.52766007557933,
          -2.8634971767147435,
          -1.8696967091142467,
          -1.7683265656451184,
          -2.327567323002747,
          -0.5185219633814674,
          -2.215294935688563,
          -3.3070612684742926,
          -1.8445695429399038,
          -2.4977900746352373,
          -1.7570073074208845,
          -1.9060931245808554,
          -1.3007557959550236,
          4.791726592438603,
          -1.20870656088116,
          -2.2959218831984836,
          -1.8694201288778312,
          0.7657010884812823,
          -2.349422665982108,
          -1.8305020964957215,
          -2.7359657503537025,
          -2.3983850284242534,
          -1.7115245314371221,
          -1.5904006187489288,
          -1.8875072864891436,
          -0.15310191055053593,
          -1.082736456911682,
          -2.032490442332512,
          -2.078226414598282,
          -2.7063094314297556,
          -2.502554180233489,
          -1.1971475627307369,
          -2.0323781866043054,
          -1.875956241528168,
          -2.2876021501933264,
          -2.308099342069885,
          -1.8229201905199757,
          -2.6210794495041316,
          -0.7651823968965891,
          -2.1547090328844907,
          -1.1672267967009096,
          -2.5855526945957212,
          -2.4020698866864736,
          -2.285022786613467,
          -1.6128456135513083,
          0.8610842760742737,
          -3.6775140976834324,
          1.7885443607792657,
          -3.0392148333592393,
          0.3937098331122051,
          -1.250111781903136,
          1.2723232454098277,
          -2.1357783010515097,
          -1.7215224451683024,
          -2.0645479302689203,
          -2.1000503464795552,
          -3.2550078832012668,
          -0.34859500176112485,
          -0.33262403915323335,
          -2.0593784778241955,
          0.6127483761078877,
          -1.0608083851939303,
          -1.7680661610900328,
          -0.8948647392977915,
          -1.4976815513792667,
          1.7987544633767059,
          1.5592509640826904,
          -2.075233912865652,
          -1.478947599800856,
          3.616524606520414,
          -1.2764166661332863,
          -1.7934441662132579,
          -1.1352117806025244,
          2.3419181697155866,
          -2.8071719143622675,
          -2.7708103265569077,
          -0.31650518842120867,
          -2.799186546117254,
          -1.9926623335874314,
          -2.253999482365798,
          -2.453168767936371,
          -3.5026081564900675,
          1.6378937877985849,
          -3.338691401174053,
          -2.98666880233074,
          3.108526485085133,
          -2.2279101531332492,
          -0.9619793230581375,
          -1.6538386667364644,
          -0.11793052696716645,
          0.07187723825517604,
          -2.134900076044315,
          -0.17098940464008627,
          -2.7013557364237055,
          -2.645669597188012,
          -0.9372199778026566,
          -2.3984835521323022,
          -2.7364391238558556,
          -1.50777860745047,
          -2.740236830729282,
          1.4014484372704479,
          -1.7946099494419399,
          0.9851726445027743,
          -2.4413855197539447,
          -1.705769813201224,
          -1.6403387078542615,
          -0.7200675777829912,
          0.18317996390695182,
          -2.0076518785381348,
          -1.3978728641815188,
          -1.705053599191925,
          -1.4228083506119278,
          -2.4483167540101785,
          -2.2128501528692386,
          -2.1925280575622605,
          -2.9501083727273696,
          -2.481240536060169,
          -2.704391672932383,
          -1.6180899808715326,
          -0.8932633244606896,
          4.5597825223616395,
          2.553546087412785,
          -2.257982169392722,
          -2.1117371824848727,
          -1.312733585518773,
          1.8174361854394943,
          -2.1833075544373113,
          -2.6645208713163253,
          -2.642185751739078,
          -1.9189801833710292,
          -0.3285657147601991,
          -2.4639284395605725,
          -1.9831162261133501,
          3.0758659240667026,
          2.486038229227405,
          -2.53290369442914,
          -0.21002415436411526,
          -1.240050943381131,
          -2.936519766934352,
          -0.5971324515818581,
          -1.6640854892454657,
          -1.4388149244225192,
          -2.4604760836672623,
          0.04480103550185471,
          3.144163939973218,
          -1.9779896469125644,
          2.405181034867592,
          -0.3767377356117158,
          0.15194398563781936,
          -1.519870954563117,
          -2.70496909965428,
          -1.8860763091541521,
          2.639155464302758,
          0.6348829370581207,
          -1.5942235800181948,
          -1.592487497552505,
          -3.227874318784333,
          -1.9833667694144166,
          -1.8434241539893348,
          -2.5050418316181924,
          -2.909684293897295,
          -2.115238230554096,
          -1.473021238670463,
          -2.793097170169713,
          -2.2628345367349127,
          -1.1594936011640493,
          0.3000930162972382,
          -0.11014896996008847,
          -1.7823755943701782,
          -2.211473143067124,
          -1.8567555618728624,
          -2.1159167614461807,
          -1.2327522452839352,
          0.3707212897138221,
          -2.149760620043692,
          0.6679400560835819,
          3.044900022599459,
          -2.507397174524966,
          -0.76786870660748,
          -2.3597765203279075,
          -2.4444186457625205,
          -0.721128661185598,
          -2.4557853063440214,
          -2.484610872925018,
          -1.5514009240327165,
          -2.9309994442732914,
          -2.4789289403185486,
          -0.0180906488948741,
          -3.1759550229410687,
          -1.3926206391903593,
          -3.3048150146070205,
          -0.8671407692801967,
          -2.45723272306386,
          -1.1409272587126684,
          -3.699099255797185,
          -3.4717782150207634,
          1.1234277910223212,
          -2.064367782468612,
          -2.1916018770853922,
          0.21001859315821428,
          -3.017905843051172,
          -1.6795110514014977,
          -1.5481203883463948,
          -3.220705837741082,
          -2.3432942861434736,
          -1.6298141301398015,
          0.25152872864048736,
          -2.9982768446801753,
          -2.1529290678565856,
          -2.539523340217198,
          -1.652072619723044,
          -0.9981227238404069,
          0.9681289335030234,
          -1.207836005035011,
          -0.7334589575955927,
          -2.4841701014254074,
          -1.1188650426214655,
          -3.2169574406427177,
          -0.10161730443710998,
          -2.099386711679774,
          0.01285696938500307,
          -2.5110409909531777,
          -3.099776451944573,
          -3.5048601602581217,
          -1.3079045862082268,
          -2.0382598140011834,
          -1.7347937942616334,
          -1.846935051646678,
          -2.6764192838972547,
          0.4865804275684512,
          -2.2566828303806723,
          -1.5659744299905833,
          -1.7373199056478614,
          -2.279311169718309,
          -1.4742566029655317,
          -2.293296050053698,
          -2.155388759381715,
          1.2970032165899659,
          -0.8551508185024982,
          0.20269679180922434,
          -1.681222028812763,
          -2.699575158384078,
          -1.9463749362670208,
          -0.22348179371933613,
          -2.4288802550743522,
          -2.6996661479154804,
          -3.181260605640741,
          -1.8022944338223015,
          -2.330495408002257,
          -2.5113492062213765,
          -2.132080274547198,
          0.1453409807267084,
          -2.674453667771198,
          -1.0898520240825644,
          -2.8538423314624204,
          1.251598574272605,
          -2.6956523183197127,
          -2.3478896125642468,
          -2.3302398038935443,
          -2.555478717736481,
          1.353388382650438,
          0.17213004791928435,
          -1.5752635786619535,
          -3.201356059279897,
          -3.015752212091161,
          -0.8413306691228354,
          -1.9566022224645399,
          -0.18021676687765803,
          -2.879797733833577,
          -2.1038070528118924,
          -0.45001536123244146,
          -1.1803259528345542,
          -2.584154185929901,
          -2.9324049029397923,
          -2.0667153085467223,
          -2.788556467975956,
          2.392792573930044,
          -2.3353138564297105,
          -0.6775142541750578,
          -1.2787418216564448,
          0.34021757776863737,
          -2.2572176046872428,
          0.13946320490621192,
          -0.7722357963331833,
          -1.1017949302562549,
          1.498769962283391,
          0.7326891127221455,
          3.3645635606471314,
          -0.07402213316183581,
          1.9004441085274562,
          0.03160297867116767,
          -0.7798192963384729,
          3.517335489446099,
          0.2812020165898121,
          -0.9958729465993932,
          3.07148131931444,
          0.15145931781239394,
          -1.6400534144206187,
          3.808828296758265,
          1.9540667572562986,
          -1.4883533613712872,
          2.382889251469793,
          -1.0879363000135402,
          0.6334584341530809,
          -1.2865096217863714,
          1.1654854750254817,
          -1.064157826695437,
          2.578076221174898,
          2.80002421351576,
          1.4446103048502423,
          0.06719683528248312,
          2.6513828973595643,
          1.7198576500228444,
          2.5593971721195308,
          0.8928833304747461,
          -0.24119247517038658,
          -1.258881632392204,
          1.954163926902933,
          0.16605883517151765,
          0.578698959240644,
          -0.12604066092171698,
          -2.1833522292053096,
          -0.5552125907699701,
          1.2047327234632947,
          -0.4407825590242674,
          -0.6673653593067331,
          -0.659666541011804,
          -0.4906800355954905,
          -2.1013480696209705,
          1.2824835657953095,
          0.12478766233104029,
          -0.9529637160628724,
          0.4195873573436749,
          0.9686955832175703,
          0.13914688575998435,
          -1.0275085606040224,
          0.728101486356236,
          1.7120393839106445,
          3.4838362178453437,
          2.9087151979651047,
          0.8825442415219074,
          0.045221341494042354,
          -2.3978753390330754,
          -1.4890777423673935,
          -0.22301229765790406,
          -2.2322631679912184,
          2.8926126915080337,
          -1.2800816191302835,
          1.0727557112446282,
          1.8815091520109684,
          1.1879421165042334,
          0.8960053385983259,
          0.7357560194104839,
          -1.308874650666419,
          -1.3112635988730788,
          0.3092279261275245,
          0.06106677487018049,
          2.65451964232868,
          -1.574728225508636,
          -1.4005658146074056,
          -1.809661480691316,
          1.051882717356814,
          -0.029804298108358,
          -2.6039386947212915,
          -0.35353210754214637,
          1.5082999540561581,
          -0.7719276733708704,
          -0.6376703169185448,
          0.9393296630793051,
          -0.8684195417196198,
          2.1579043877168402,
          1.5620339596733959,
          1.6391764346007247,
          -2.2378606952477487,
          0.15770307186407187,
          -1.3669759799918249,
          -1.0767757453486886,
          3.433285293986571,
          2.252817040191049,
          -0.9946663322615745,
          0.004657226938914962,
          -0.4456212469606467,
          -0.7631753522893854,
          0.17897064421472642,
          -1.9178756253336497,
          -0.7465147671260299,
          -2.050383679167912,
          0.5827471275608587,
          -1.671697199610232,
          1.246607584526283,
          2.377611995456359,
          -1.1430501741021102,
          0.5279799915603959,
          -1.2212826832736279,
          -0.6082156738517696,
          -0.7878378082090463,
          0.3434823037035836,
          0.22104712469670815,
          -1.373790344018384,
          1.3860814276131503,
          -1.3832426518666818,
          -1.752613250743403,
          -1.959231368290823,
          0.6700308649245065,
          1.7021086076286698,
          0.581721359771411,
          2.986753268061922,
          0.14748922523333807,
          -0.07860391332868484,
          -1.077100074236671,
          4.519872722291347,
          2.5118997634234046,
          -1.9893213282251327,
          -0.37184458834534895,
          -1.1541411775207382,
          3.0675443587138207,
          -0.5355862001958579,
          -0.6156410235128341,
          -0.0072433023255722056,
          1.757727879439608,
          5.884284172549454,
          -1.6926009383884566,
          0.3226162610739626,
          -0.5110854919687502,
          -0.02162306352683627,
          1.2462078907199916,
          1.0568280245455186,
          3.8060815494359272,
          -0.7718415691591574,
          1.1711907924185565,
          -1.341474280675574,
          -1.589397442124211,
          -0.740741501616324,
          0.41613662872647966,
          -0.010990405694255651,
          1.693892336912643,
          1.623606395680019,
          2.1450273618877107,
          1.640099635180629,
          -1.1571932167627603,
          -2.3445240317309834,
          -0.6938707810106269,
          -1.131306878074496,
          1.3654723378563929,
          2.984247536571048,
          1.4893410154601263,
          0.7330859276146323,
          0.9227184657851392,
          1.518087054592266,
          0.3104908060247592,
          -1.936875750002489,
          0.7117976484823749,
          2.849727163588324,
          1.7766676906446457,
          -1.3019690066460377,
          1.5956406981876585,
          2.711285818698106,
          0.7269661784767675,
          0.1522640147474065,
          1.6686370836296047,
          -1.569649056090966,
          -1.4434800405403048,
          -1.1951703966114722,
          -0.997014518724419,
          -1.6985588946055004,
          1.7192563627460193,
          -1.1882740266024465,
          -1.2358437438888,
          -0.14951929951668935,
          -0.571777982691195,
          -1.3041238525925003,
          -1.511858485896675,
          2.0679351399186205,
          2.0878412769599,
          -0.6687395729785502,
          -1.367489133281341,
          1.0611418982244825,
          -0.176868138671523,
          0.9777734112748296,
          0.7015712244245395,
          -0.7400397401124308,
          -2.2188467040039614,
          -0.7613355939118607,
          1.3596606428862807,
          2.6810186038905823,
          0.7989580643635958,
          0.09228573471908205,
          0.9648027566155322,
          -2.6443484667777843,
          -0.25932377379546173,
          0.764126991092995,
          2.0146985573927703,
          -0.7502915224218026,
          -1.4468751879624902,
          1.6144563438949937,
          2.164611162308334,
          0.4097972189978192,
          2.839898107185033,
          3.280881858274526,
          1.1362102633957851,
          -1.4721551063254787,
          1.4410325561757154,
          -1.4518426640215893,
          0.10532864303622926,
          -1.647293964421899,
          3.540548592411012,
          0.3881027597816476,
          -1.6309758209515621,
          0.6002245573218981,
          1.0890595305582276,
          0.06669460330213486,
          -0.3827484128471705,
          0.49172372251456736,
          -2.260585385943351,
          3.7021457340083637,
          2.6774765223300263,
          -0.20897124137942086,
          -1.2933219372551592,
          2.4379224920275657,
          0.24005012046382287,
          0.5757197870938345,
          -2.147220542913006,
          1.8994293830694995,
          -0.003900433012590596,
          0.634060374106886,
          0.9240885707062578,
          -0.7908398618843873,
          1.6261349189382661,
          -1.5406424372576357,
          -0.17907321690101555,
          -1.608557242631573,
          2.275185840577693,
          -0.7028561122282673,
          -0.34403415217160477,
          -1.5746663919431703,
          3.024972690691447,
          -1.7658481459680009,
          0.9366847446443543,
          0.9507085427665632,
          0.22426849337344815,
          -0.7686042365320999,
          0.7152247590961056,
          -0.08411403598529783,
          3.4669523959718775,
          -0.3632404536392837,
          -1.4260851265984038,
          -1.080787854525972,
          0.7253438631627539,
          -0.19207825239852588,
          -2.2765851287430268,
          -0.1808204069299136,
          -0.9724754107595073,
          2.045881315268523,
          1.1632435637865677,
          -1.3944033309918058,
          -0.8340969822292599,
          -1.272763900159429,
          -0.955792484451567,
          3.5352569945153083,
          0.5092908250965031,
          -2.0418565038689014,
          0.31949798582950917,
          2.44694120339148,
          -0.3547010364123761,
          1.7761826593480927,
          0.5946721443048634,
          0.7301743695933237,
          3.4373051757450765,
          -0.1999245186516999,
          1.0735642736828181,
          1.0909969763996255,
          0.1976639529275458,
          -0.11995633541153247,
          0.33910509883189344,
          -1.1436869721041125,
          -1.7749233163676832,
          -1.9963582606620287,
          1.2089125403710261,
          0.7467779248697657,
          1.9494734392760478,
          -0.9682438632690887,
          -0.3810592694889298,
          -1.0685071873462137,
          -0.5577320018462536,
          -1.214945479197658,
          3.981804094790916,
          3.7161402213232817,
          -0.7336173126813262,
          3.151754058925509,
          -1.6617350981655743,
          5.580450641245433,
          -1.096336017399566,
          -2.1902263585399577,
          -0.02261803941865864,
          0.5841930052013576,
          0.5597456798056298,
          2.4596110024504148,
          1.9472685339614946,
          3.0954914465176278,
          0.06565759857186608,
          -1.8224806889895009,
          2.3152217639638493,
          0.9156345661399797,
          -0.06582305904246352,
          0.15052132562572257,
          -1.0913955206038737,
          3.3577994192316507,
          2.8663423377556754,
          1.5593683827962848,
          4.395643082147671,
          -0.7339880988745374,
          -0.1847457443520604,
          2.1785357814850412,
          -0.7127361661308903,
          -0.9731134672320463,
          2.1478842079886666,
          0.3896238298625764,
          3.9248215366103123,
          2.4480980739612486,
          5.895737559727028,
          -1.3696674222273075,
          -1.8306432114614222,
          -1.2370067277907402,
          2.944566115157817,
          -1.633274827275479,
          4.512115879388418,
          6.522152254133781,
          0.30107483925767836,
          -0.3545821596469014,
          2.1679950295631216,
          -2.3962676453249507,
          0.7330362511756188,
          -1.6842647995781204,
          -1.770174217067745,
          1.5022393525935427,
          -1.0279516055231237,
          -0.5516404360198619,
          3.0052432221121586,
          -1.3578468624774154,
          2.422728624000717,
          -0.5435695492722652,
          3.1115486924059605,
          -1.7250243824012446,
          0.9395143587196204,
          -1.5147898739245385,
          1.4575200577151786,
          1.4631299842619878,
          -0.8987884074463884,
          -2.3400423285873964,
          -2.0630438899324286,
          -1.6165059962036585,
          1.6257740224850197,
          -2.103457440728449,
          2.6880886300182296,
          1.9129192326005924,
          3.8815125590348165,
          -1.0619903583449817,
          2.9697992125934185,
          0.29239483449302706,
          -2.1257038817384886,
          -1.6643882047302565,
          -0.8079022453497725,
          1.0333776064764,
          0.4686214009082149,
          -0.13424156372617524,
          -2.0715411865469133,
          2.3521051441885783,
          1.6180106668482077,
          0.07667611904180953,
          1.959827855058729,
          0.5497218545327315,
          0.7776296059825959,
          3.60972350288041,
          0.522083017006133,
          0.9580489221556968,
          -1.1280675412043986,
          -2.152904503120895,
          1.1180450403792914,
          -0.8304845813457966,
          3.272632463082045,
          1.3187388718536264,
          -1.5245903157043879,
          0.0027615315966988472,
          -0.6117907138388966,
          1.212123775244299,
          3.356057687132656,
          -1.4784866174526008,
          -0.5238208155218822,
          -0.06416819754496916,
          2.061032531542527,
          1.8098162088902,
          -0.9530845282268681,
          2.165992525568613,
          -0.04718757183179097,
          -1.0758113784573744,
          0.08476589116311378,
          3.457388647552084,
          1.1416319660974479,
          -0.936455036834287,
          -1.0293988574770654,
          -2.1031321348734484,
          2.4620259449835404,
          1.999348436117137,
          -1.4246760346901457,
          -0.2124181305274613,
          1.862903811307659,
          0.18530045372425033,
          1.1423411511510335,
          -1.2140078504245435,
          0.2100687103282364,
          -0.8687823358777735,
          1.0563770547805398,
          2.3518858866455727,
          -0.878417642358384,
          -1.5226088425159978,
          -1.5177857047221868,
          0.6933023251344296,
          -0.14667867257683886,
          2.173317587738316,
          -1.8387441748190838,
          0.7964516011086706,
          -0.10156214205833906,
          -1.0440951325473933,
          4.798996265806198,
          1.585049920666483,
          2.5896409676090104,
          0.3890684377995911,
          -0.05419266176506354,
          -2.007819502173377,
          -1.7848174295119443,
          2.384438375309852,
          1.1719672484846655,
          0.4217667316024217,
          -0.11878732630184867,
          1.2476297467878392,
          0.03290597506437738,
          1.617960879391443,
          2.965710942565998,
          1.4215428498280753,
          0.10640106853154073,
          -1.3206962749148072,
          -1.745745693920282,
          1.2592847516415973,
          -1.1550464802526497,
          0.5583431687510263,
          1.6351744195986213,
          -1.924611049640855,
          0.5718078615315381,
          1.94377112867281,
          0.6079391095232126,
          -0.03637216241900595,
          0.4627222119239816,
          5.381134770228764,
          0.7534197443807621,
          -0.737957563834589,
          0.9241298566697765,
          -1.1306396535890901,
          -0.8510217270966944,
          2.1838071991713086,
          -0.2728422179716985,
          2.789920982083568,
          -0.6405352901839027,
          -1.2976451097669588,
          -0.41972761102612544,
          1.164154910182402,
          -1.5806543340956603,
          2.5889466968201553,
          -2.1837375657889986,
          2.258022197274947,
          0.8537040027448191,
          -1.8109952863228913,
          -0.9694038958882862,
          -0.9074111157199004,
          -0.3795116051022749,
          -0.3760670225462981,
          -1.5918819417154273,
          4.1649759150941765,
          -0.4958407496476639,
          4.3272974594111515,
          2.308341721659598,
          -0.6755707682223088,
          1.0744829044214699,
          0.7315495481790533,
          2.3113641942286085,
          -0.11269728857016041,
          -0.5037426757006016,
          1.1021361724124663,
          0.35990447876652676,
          0.9287061918008076,
          -1.192672517903984,
          0.16813070092938961,
          -1.7077001516045414,
          -1.1104558590457463,
          1.2313735153045058,
          -0.18889940674842284,
          -2.0152750523104923,
          0.2665513626566229,
          0.7248045549366908,
          3.216444996626911,
          -0.699715888637991,
          4.030055596841936,
          0.5642342151773753,
          -0.7194906600131161,
          0.48486285397191187,
          3.761448738415107,
          3.433135354976716,
          2.863816872869554,
          1.192346745917714,
          0.9704817129868512,
          -1.5694840741779186,
          0.0762962990161846,
          -1.6304185691178357,
          0.1909063394665001,
          0.32740615402693435,
          3.0725030711694337,
          0.439340295297099,
          1.278281191004235,
          1.7317467133250726,
          -1.3300032995126683,
          2.5091650886839822,
          -1.9918786063366316,
          -0.9635777288492148,
          2.7388972035415735,
          -1.1544061574529672,
          2.0034215582460897,
          5.599888805656386,
          3.634138201742523,
          0.9837716658599313,
          -1.2155327745787279,
          -1.0933056665351266,
          1.3726502886020335,
          4.176501733623479,
          3.300421865506182,
          1.726401410213935,
          -0.5884367212425948,
          2.969899300060835,
          0.4020182347838424,
          -1.3672288214843744,
          -1.3783833576354576,
          2.520254789376893,
          3.500432012447305,
          1.3511385521317012,
          1.2607821537180912,
          -1.8653594340142432,
          -0.09566168241063557,
          2.7595090930362933,
          -0.7177678256505361,
          3.2479796133586327,
          0.15880767930011425,
          -1.8859458327875942,
          2.1904610044416373,
          0.48433830692473157,
          2.6022391523004904,
          1.0238010317974309,
          3.5830567842497563,
          2.0850669972765212,
          1.3370804994311354,
          -1.451024351840548,
          2.2492629348103126,
          2.688218391342324,
          -1.0499497797285293,
          -0.6840847154959635,
          -0.4408381179923155,
          5.351352232679203,
          2.795297271354565,
          -1.5634464239324533,
          1.7699608166867633,
          0.9150092506254862,
          -0.43805821953359775,
          0.3448836078797478,
          0.04014089547517511,
          -0.6296728029382114,
          0.3546344236259163,
          2.6643928804518384,
          0.8535902354545148,
          4.484731479988027,
          1.0597975871461627,
          -0.21176763404961169,
          0.9240989790933974,
          -0.32600392739755546,
          -1.680252084843839,
          -0.7959892900421713,
          4.1756508066034295,
          -1.7487956431823124,
          -0.8709744456474838,
          -1.4531010356597072,
          0.4836263003922459,
          0.8543737331100746,
          4.9207610826447725,
          -1.330541570992492,
          0.33921471463513075,
          -1.6574961192706346,
          -0.7065611858506178,
          -0.5983802324835173,
          -0.5917284190094663,
          0.36633701111661787,
          -1.5495702739768833,
          0.2068455417625942,
          1.5094666365646066,
          -1.5533930241025133,
          -1.5171991626496835,
          1.8901058649156484,
          2.5172156874237763,
          3.293470523999924,
          1.732644549843347,
          -0.4551863357189273,
          1.7186482373721377,
          -1.1532036902862437,
          0.1298221232780233,
          1.2689452561075238,
          1.5803626749474249,
          -0.920939630104827,
          -2.1455739520923194,
          -0.652249870661861,
          0.12011139112493413,
          2.0374765692469228,
          1.094887067798537,
          0.14811000316089912,
          -0.743937559895953,
          -2.0825748471978898,
          1.0797517021225806,
          -0.9613867805179555,
          -0.9851673931779503,
          -0.6625942496263649,
          -1.2745558975441358,
          -1.5570614730753762,
          1.0137469492864637,
          -0.5016158699782843,
          -1.7991975398583142,
          2.2220763112781885,
          0.93685154059226,
          -1.9206523189923237,
          -1.2077413069547644,
          0.0882494631747005,
          0.29076364918100894,
          0.6117289441092941,
          3.307013055871719,
          1.890354954502351,
          0.5205010522407513,
          -0.25028906993133676,
          1.9319754996942085,
          2.023330098488956,
          3.8475821859644004,
          -1.6341549432145412,
          3.0162781251676853,
          -1.2625716960367523,
          -0.09235448336051637,
          -1.1420113661555091,
          0.6919304615034857,
          1.4087031372379868,
          -1.6009749624106269,
          -0.047078424293833465,
          -1.3555128790558717,
          0.6356134700031748,
          -0.39256359525715306,
          0.03990589043862014,
          0.7730787317534672,
          -1.5653484930764054,
          -0.5650515466131746,
          -0.678831319114064,
          0.14967998453625134,
          -0.9414983507464573,
          -1.893485609142947,
          4.959386317635551,
          1.4948050396369443,
          -0.5765093337953751,
          -1.1068378425294536,
          -0.863342874343361,
          -0.12051096912836663,
          -0.4174117367613465,
          -0.6047879615013235,
          1.3617983166583119,
          -0.40342656569164514,
          1.3505630391600176,
          4.3226147317105434,
          1.4114451074379364,
          -1.5605393485545507,
          -0.6204185011463611,
          3.232672582352166,
          -1.0780178832078184,
          -0.7075217386067632,
          -0.3633304846362395,
          2.7942553892608424,
          0.7176214564186943,
          -0.4290324815957582,
          2.913806898905366,
          2.4813649728566847,
          1.7536067907976365,
          0.6183550340241761,
          0.3824172339466999,
          1.2409207579705321,
          -0.7427576694419521,
          0.16167812186753913,
          1.6628386807802433,
          1.9543899932240834,
          1.721357682898878,
          -0.7447210356936568,
          1.0186566927201397,
          -0.25384769437989435,
          -0.5603386462617497,
          0.0064960021564289625,
          -0.7380180953386016,
          0.38619188046053543,
          -1.7775367285594381,
          1.2038222959867921,
          2.354440086167532,
          1.5503091947083247,
          0.2433747000294103,
          -0.14287307432533636,
          -1.5417206149898655,
          -0.14632451444834974,
          0.4943473931235996,
          -1.0710653348729955,
          -1.7014768337666366,
          -1.3459599251453616,
          -1.6940764619006259,
          -1.4215667491760722,
          0.020495995078668984,
          0.09042349640411435,
          2.9692904479595015,
          -0.231998642361818,
          2.621484601459672,
          1.0995753570626583,
          -1.8639297025356505,
          -1.3046612940538223,
          -0.43807423424172925,
          -2.235782935953282,
          3.9928061407930278,
          -0.9567024791742873,
          -0.4612108391371007,
          1.145582616075501,
          -0.8821287569287121,
          0.44415457059401553,
          4.101456031210743,
          0.1262608435732347,
          1.1291156577007038,
          0.7336473489948576,
          -0.5361536494784466,
          0.47040746868150174,
          -0.281120839398129,
          -0.20466796047279145,
          -0.8266044756840869,
          2.9313859218489946,
          -1.6406326805115692,
          -0.7314874546873901,
          -0.8715575825012281,
          2.4277788428334253,
          -0.6766054703908961,
          1.378247453394909,
          -0.27352173581136996,
          -1.9915584523936205,
          -0.23831580852780004,
          2.3523441996203975,
          -1.1752077472563032,
          1.7129094815107182,
          1.0926858342051335,
          1.2939878717778304,
          3.979959325314429,
          -0.31804062861722937,
          -1.767895275885337,
          1.8191193385214333,
          1.2210075302681986,
          -0.3913637496900718,
          2.361161097815561,
          3.0164287085909445,
          0.8861385709842983,
          -1.2221629647113808,
          2.223295421629004,
          2.1002102247189343,
          -1.393530064381791,
          -0.45087526906895514,
          -1.1833874018344803,
          -0.38279423015522146,
          -0.8638040321914702,
          2.870245749360086,
          1.1610117820967794,
          2.0751010601407933,
          -1.4725834640230864,
          3.0570207112549976,
          -1.2609690270859386,
          -0.7489328501863445,
          -1.134819716744704,
          -0.6854767485116668,
          3.661080473692894,
          1.8331717880987364,
          4.6276133364737655,
          1.1606072992317766,
          0.5783105755590068,
          -0.6551840350228005,
          3.448666784584597,
          1.817334034094387,
          1.4243818399108774,
          0.14815931779686728,
          -0.6918943222902069,
          0.3882249360935399,
          -1.7385510768349155,
          3.231103283770131,
          1.6736494431083513,
          -1.5195802016505568,
          1.1731713062336906,
          1.386223035359986,
          2.534001897118782,
          1.4731682068090257,
          4.403516271052824,
          3.6681391612991283,
          -1.1265171199608628,
          -0.2512096441320006,
          3.010149029693508,
          2.5515598441658423,
          1.6138584494039603,
          2.0406069969051024,
          -0.1488675126822048,
          0.3815033970000536,
          0.011897676871228094,
          0.982932455599717,
          -0.9111532455348457,
          -1.8172484264427053,
          -1.114538608611581,
          -0.5103962323476546,
          2.112506231455886,
          2.701140785290331,
          -0.37661798266858276,
          2.2170224415896693,
          -0.0363620684247754,
          0.15653880393173694,
          1.3051438357794545,
          -0.20070466653238686,
          -1.815762792879073,
          1.0055866137411285,
          -0.3372658487127804,
          0.5805165987479938,
          -0.299391954054159,
          -1.0037937092689744,
          -1.8538878025872678,
          2.630339534361062,
          0.07705333968842404,
          2.076950279716336,
          -1.376980909164753,
          0.3159782589032619,
          2.2038343274233236,
          -1.2820732272450708,
          1.6456294295144458,
          2.2492954549359885,
          -1.2589053380854687,
          -0.6381966437319723,
          1.8377471066385442,
          -0.5942129067678753,
          4.12090277252773,
          2.846406865400273,
          1.4291762342545182,
          -0.2539414497149435,
          -0.5873454102260952,
          0.4660355280923387,
          -1.858462256053288,
          1.1487762401967887,
          0.01776739006597213,
          3.6807756433446324,
          2.7809888078059553,
          0.15806402040233478,
          3.119874312523764,
          -1.8790042495924912,
          -0.6532458462801722,
          0.9586928192121668,
          1.6805991678742311,
          1.0022167888612796,
          -0.09827776980943238,
          3.267467416577995,
          0.40323384878559865,
          0.2248796134466989,
          -1.2023533423846533,
          4.155881933832759,
          -0.899289796171474,
          -0.4793434406396835,
          -0.343843871572062,
          -1.421858035023119,
          -1.366283998370248,
          -1.367050735784148,
          0.8427426902753353,
          -1.3482360930845043,
          5.162007237618641,
          1.7559620655626902,
          3.1720547143138287,
          1.9949684033205937,
          1.4380976235416987,
          0.09753333588774481,
          3.980914772570577,
          1.8087618972147241,
          4.693203456481546,
          4.091815259724984,
          -1.016208336880137,
          0.23361228551548618,
          1.8297850614049915,
          -0.3578748400049112,
          0.7117757054591624,
          -0.628766214453716,
          -1.2544483667124267,
          -1.0319791739951707,
          -0.19042947189048393,
          -1.0599310860381193,
          2.3085038655826824,
          -2.098913287093432,
          3.325717177980898,
          -0.2290611718417808,
          -0.3890834095885928,
          -0.67668829762099,
          -0.8565727089071742,
          -0.666358506886323,
          0.7553586451559292,
          -0.18877716240345244,
          1.0181140662227677,
          1.8667059576364133,
          2.27450751823956,
          0.5832070300056095,
          -0.10998859660899896,
          -1.5021853093452169,
          -0.021350117198419383,
          -0.06531752123894007,
          -0.15479716719642875,
          2.7956413287774007,
          -2.0750208756583888,
          1.3734959376512277,
          1.6413650055521631,
          -1.3492183492872822,
          -0.24681366248749062,
          -0.7026597894539988,
          1.2181706604311764,
          1.2697954678380807,
          2.5442072640577207,
          -1.4573846496400893,
          -0.11563801089666793,
          -1.5566304480736919,
          -0.896177178931801,
          2.633439190096819,
          -1.8631180631274178,
          1.6958227278536497,
          -0.6842766293049298,
          -1.6497347276914935,
          1.9884033339338285,
          -0.3428466977585139,
          1.1144499509701091,
          0.5922654303127073,
          3.330140647799863,
          2.0683273843070067,
          0.06439796209838622,
          0.9607994405579767,
          0.9802466388435759,
          0.25508927486797917,
          4.468368640535744,
          -1.2762139887817032,
          -1.2328269615933087,
          -0.23203527659373768,
          -1.477248587588752,
          2.7121217598575815,
          -1.5301625296421146,
          -1.5214760293257803,
          0.4728552664357804,
          -0.06905609924995806,
          1.150080948315494,
          0.015335829720375747,
          -1.7401513021609618,
          1.439891516921256,
          3.4593171999854357,
          3.085097535158237,
          -0.8627008010005208,
          2.8595611522222577,
          0.005851818299655967,
          0.6669209746755089,
          0.5681000049375171,
          3.259282906446322,
          1.0960670257889926,
          -0.2384744224070495,
          -1.3846201178220598,
          0.7729400161298613,
          2.0866302631381255,
          -0.22315781908346644,
          -0.5430914670525483,
          -1.5491753705658726,
          -0.5035936084697847,
          -0.4566048292409039,
          1.561071399889109,
          3.4865842278758548,
          -0.22727627523018215,
          0.06749668161356481,
          -0.10770693619173215,
          -1.4095296134585307,
          1.4930896042814434,
          -0.969224601146368,
          -1.2709849288203714,
          1.6359797403798317,
          -0.8768524200945235,
          2.1565874308205646,
          4.939270083926031,
          -0.26994869931283516,
          1.7688955053229223,
          -1.1019777701535098,
          -0.9322380265254453,
          0.20196449061927416,
          -1.016422169449306,
          -0.08565575051788293,
          -0.4919635004728297,
          4.866166632448365,
          0.8929626905887774,
          4.434341814902125,
          1.437909548776393,
          -1.345673310985191,
          4.168668684338942,
          0.8405167978442762,
          4.007447412914558,
          -0.3052245629822919,
          1.6865496293253663,
          0.3063975711695348,
          1.2400395974375034,
          0.18281275515763032,
          1.4680895666439229,
          -0.8127182552772074,
          1.736572004442334,
          2.224650777902703,
          0.0463119404236334,
          -1.083426538864543,
          1.4671811111616162,
          -1.2389206545322702,
          0.5088596760404575,
          -1.3683297585884266,
          -0.47688153899757635,
          0.08912838336473561,
          3.3894750977092296,
          -1.1020431846319503,
          2.6193165806282273,
          -1.4870680160607461,
          0.30221353409250024,
          1.6995701350858485,
          -0.8163090046238618,
          -1.4950580228020816,
          0.6972357010897685,
          -1.2528241168053806,
          0.6915304342920848,
          -0.5350566932618215,
          1.2321397805601904,
          -0.9935078430679755,
          -1.118467080028769,
          -2.246334030719572,
          -1.214086297771923,
          1.2772744918749201,
          -1.7178055640198662,
          3.2800322583897192,
          3.263383128582846,
          -0.7640140173938595,
          -1.58699008760332,
          -0.99467521000099,
          0.7834017079325445,
          2.204921195477738,
          3.1545385598106668,
          0.018631254845975116,
          0.5739777269150391,
          -1.0248112609264035,
          -1.2983051841614868,
          -0.6421851962146549,
          3.574534952684864,
          0.961349425879889,
          -0.3048513916608058,
          2.8198648930244334,
          2.5878328463856026,
          1.6586040113663996,
          4.155916723735356,
          -0.1469733861224669,
          -1.2044859289748564,
          -1.2508017446403434,
          3.577946597384992,
          -0.8513233952503609,
          0.546874945373505,
          0.46189900200671496,
          1.3060716653404942,
          1.7403779107685684,
          0.7443349344946402,
          -1.0703063698024073,
          1.988125024730431,
          -1.8073065351480557,
          -1.014785923557656,
          0.07378895652740813,
          -0.8930428169407768,
          -1.6125532776959386,
          -0.716948018923574,
          -0.37529876349168156,
          1.3610579635227642,
          2.1661183488781925,
          -1.892309674038702,
          2.887951725994363,
          -0.9924019573929372,
          1.5681362123432745,
          -0.8557798298754958,
          -0.8931856030114161,
          0.2107344082354659,
          0.019736105164077106,
          1.2108987633487793,
          4.170062254991109,
          0.15646622001164476,
          1.6199319601998683,
          -0.5246686627324776,
          2.861903176314166,
          -1.0917550873312927,
          2.9475963574225754,
          -0.06679192182809267,
          -1.0806425311845436,
          0.32607026712682097,
          -0.4296582005334465,
          1.7045104215041516,
          -1.584828765579468,
          1.6218696620079378,
          2.994649864032696,
          -0.6795218130009143,
          2.2413073909523358,
          1.2396978015721858,
          3.26061927662464,
          2.5717273320008354,
          -1.1224843898225336,
          -1.439519350855495,
          1.9253800366362745,
          -1.3664852723794707,
          3.214505432696562,
          1.1223243173468747,
          0.07190013408651598,
          0.8506880879133403,
          0.7512257321470021,
          1.5905869197160711,
          2.130783051895445,
          -0.34075125823810454,
          -1.7026289354323303,
          -0.24973603444102538,
          -1.4657059272202515,
          -0.6239771367652275,
          -1.6745008036071944,
          -1.1401964076843063,
          -0.6882345016456528,
          3.493876609116671,
          0.07547044906180522,
          3.801529903519751,
          -0.12805185395906818,
          -2.1587142375002975,
          -0.75690935174783,
          1.9586212402821463,
          -1.705272965666652,
          3.510478065981978,
          0.8622521160309554,
          -0.7885432074359009,
          1.3784734206716163,
          -0.11858083260003889,
          1.8186978602587702,
          0.5965232921848952,
          -0.37258553688243395,
          -1.0826353991266942,
          -0.9572983241266179,
          -1.3762232101301242,
          -0.5634429878279226,
          -2.067390983311731,
          0.4810080293448964,
          -0.43468299218453116,
          1.305690081944135,
          1.311954305600599,
          -0.2493548800268452,
          -1.981987192001332,
          1.5407906960383977,
          -0.3132160557470445,
          -0.562024241089801,
          2.5527634792699767,
          1.0709073669536333,
          -0.8785187144792732,
          2.523793397819109,
          -1.5163585366587067,
          0.5504329422857981,
          -1.9973049848096605,
          2.8895012401958917,
          -1.101275453368254,
          3.379155138683105,
          0.8317120438145535,
          2.955032344333364,
          3.3598636377289783,
          3.617209031713084,
          -2.254360297721123,
          -1.3867499006982629,
          0.5977673499818655,
          -0.7876557249174936,
          0.13972993388330512,
          1.2109095484493742,
          -1.281069984858751,
          -1.6299347343995816,
          -0.44133637340144916,
          -0.43828619787632084,
          1.2144852907793602,
          0.8105476600311198,
          0.10520646137543012,
          -1.931092025239662,
          -1.3714571942029445,
          2.922119796771575,
          -1.4413380581983932,
          -0.4593048901964375,
          -0.8968958746609612,
          -1.7790142430152833,
          -0.4271563986022861,
          -2.079562990662057,
          -1.0641620650885852,
          2.0785181400174726,
          -0.5171857819499321,
          2.7969288886246937,
          -0.8207578556398951,
          -1.488773379777673,
          -0.5415978985971701,
          -1.290247250675121,
          4.3199354626510384,
          -0.016127959041375137,
          -1.7130380571852581,
          3.0232970360361415,
          -0.3831987795249575,
          -1.4515686431575898,
          3.032959035703326,
          -1.9518942747999681,
          -1.9649173613954518,
          0.4584385576946268,
          1.5338280827373254,
          -1.290313820657705,
          -2.078594814558544,
          -2.3315079088484585,
          1.3225861490587763,
          -2.1402853095651717,
          -0.4596897573588643,
          -1.7870201559879324,
          0.7390437535418611,
          2.4633081439356785,
          1.7992491783244542,
          4.465903970122914,
          -0.4953995267995602,
          0.8539327857240103,
          2.7218772186996216,
          1.710652739546225,
          1.2476131863920286,
          -0.7596829375557623,
          -0.7955726214354607,
          1.3747400008679718,
          1.2616511086219535,
          0.25730312227773383,
          -0.8773599189703576,
          0.7856913801423305,
          2.5692667843977057,
          -0.5032629754353054,
          -1.2534077436765436,
          0.2938349382113266,
          3.7181917206371486,
          -1.3337643001637578,
          2.3860415299010356,
          0.5418728896637987,
          -0.936463798441435,
          -0.6139105511319393,
          -0.3204003304247893,
          3.3680327861707067,
          -0.28134633184329116,
          1.2214891082864847,
          -0.49018067011764505,
          -1.8132750542995004,
          1.2263598949191408,
          3.5279997627582627,
          -1.77139438001339,
          -0.15853971597180416,
          2.4935160871842186,
          1.9410986363046456,
          -1.2148641497558512,
          -0.03645560429490332,
          1.164414865224853,
          -0.9500196659576228,
          1.7300318024096586,
          2.4162253555168567,
          -0.7206932574867349,
          -0.5539057623060133,
          3.591522320603043,
          -1.2229166048949327,
          -1.6908546377173197,
          -1.977245751132232,
          -1.5821902596510324,
          0.6377228677389174,
          0.12841919978388414,
          3.5384146678960318,
          -2.3288974800480817,
          -1.671859814375845,
          3.7017828222863596,
          -2.3986731815809015,
          -0.9021870664421374,
          3.875264731190166,
          0.2719751660974206,
          1.2064081686709016,
          0.6949500280644633,
          0.9631351776843219,
          1.6903699118440472,
          1.4996991108189852,
          1.018101118834949,
          2.798948842078329,
          0.6960501822431681,
          1.1901814368508288,
          -0.723125999476587,
          0.8102471561924526,
          1.358888078534043,
          1.4586442107924134,
          1.7978694231872858,
          -0.37277133662112594,
          -1.3058418106371537,
          -0.25615008591130023,
          -1.455114220635043,
          3.3322171295114424,
          1.9166665049078728,
          -0.6669667433114682,
          0.21781504855511336,
          -0.8021763556266639,
          -0.1975347349946049,
          -0.11881939459302546,
          3.075436279583518,
          -0.8951021051158882,
          -1.6026283015356428,
          -1.0235831768295447,
          -1.0444418488795093,
          2.0798133399291108,
          1.9657850299765351,
          0.27508809853787064,
          3.0225707563570396,
          0.37552449546309424,
          0.8621742826332659,
          -1.2692082220482852,
          -1.791055274975926,
          0.0864564287294035,
          -0.8732442053900125,
          3.0519812831902495,
          0.25417402499931313,
          2.935386193976565,
          0.44935137641362205,
          0.7619741662968684,
          -0.9079676801622255,
          1.5397535783286598,
          -1.741877197782404,
          0.044523375101125424,
          0.44003313611659345,
          3.272167327253,
          -1.9000668493486732,
          0.6728422219986533,
          -0.12098148126191532,
          -0.5196556667225284,
          -2.0260701187468273,
          2.1581535226531874,
          -0.4074876674515344,
          -0.6885829666141408,
          2.8251267800107174,
          -0.7556636698031577,
          -0.36402059128831377,
          -0.9503688023689992,
          -1.2765579936746732,
          -0.9691300284838612,
          3.090713137782596,
          -1.466766724050871,
          -2.1551131288973084,
          1.0029130564569204,
          0.05799326663055265,
          1.4355879720300015,
          -1.2861829502440205,
          0.9619912667709912,
          -1.1147864887265013,
          1.9916259015806543,
          1.2256149844585278,
          -1.083553254743647,
          2.678910520133775,
          1.5716951255287892,
          4.375160972025242,
          -1.8189142988239217,
          2.043772280734618,
          -0.6048338234096235,
          -1.3234610514376162,
          -1.4351491479964327,
          -0.9110401475410341,
          -1.065001332579112,
          0.45262698935230344,
          0.8805387542342068,
          -1.9057925747761872,
          2.3836834105282843,
          2.494555354562071,
          -1.6942368481829981,
          0.2524670590519233,
          2.6483413075928364,
          -0.8085164688445388,
          1.4984112425219436,
          2.119902412369545,
          1.2154210576240472,
          -0.08374725706313389,
          -0.3376676765506023,
          2.7332954331214867,
          -0.14682605121898007,
          1.4504156469799454,
          -0.33503289355201427,
          0.39054115693938884,
          4.375121169767704,
          -0.9907750674585306,
          2.031677128777606,
          2.20315120905445,
          -1.6320776914068342,
          -1.0735423123904801,
          0.9248157250810185,
          2.7204259283864825,
          3.097432709058599,
          2.5876545899531704,
          1.9790389633818726,
          1.532581951976849,
          -1.2082832456297334,
          -0.25054376915961446,
          0.5001806189209886,
          -1.466749365002734,
          0.4490778580733804,
          0.5449279291699538,
          1.4526153306258887,
          -0.3540396127345928,
          0.6485153260691162,
          -1.1613953118717195,
          -1.669126549794421,
          0.5971738742068443,
          1.211044471159271,
          0.520840400633919,
          1.96606907365081,
          -1.2005083280300437,
          -0.6685090938995152,
          -0.3749107818256225,
          -1.9274659786614872,
          -1.5356624639977163,
          1.0523371159685844,
          -1.492284708069296,
          -0.7867156845347111,
          1.4551920898253345,
          0.47455539534949637,
          -1.7388435288143516,
          1.5153630120471024,
          2.2450132346685754,
          3.761096702652853,
          -0.7414448420683877,
          -0.8436920142617701,
          -1.3627350514765586,
          -0.6493662107616887,
          -1.3895725501962053,
          3.0886601306558736,
          2.535672108555021,
          2.364388213574059,
          2.2357203679302686,
          -0.06775763207756749,
          -0.9579634199664668,
          3.4738845438547976,
          3.7324335891821487,
          2.882472162976933,
          -0.8124778419445972,
          -1.1446578440706363,
          2.9065534159029047,
          1.9742426036641672,
          0.2724685619517318,
          -0.43061795194834973,
          2.5336858958787736,
          1.2922285339900152,
          1.003570766165794,
          -1.7583850727660735,
          1.4239256786369692,
          3.6747396296989603,
          0.24349799392224478,
          3.7688757563156123,
          0.5405666590483827,
          -1.581466201115878,
          2.661274158437566,
          2.3068099457461373,
          -0.5089247204384026,
          -0.4810944817244293,
          -0.060032968184872734,
          0.5504771829940244,
          -1.468815017826166,
          -0.26919604416210324,
          -0.014451976444797001,
          3.882704145585091,
          2.2874515123356294,
          -1.6334751053853946,
          -1.404161196588202,
          3.552982630252912,
          -1.6221524737431874,
          0.8807128562954661,
          3.0516394563472877,
          -0.3538532664606847,
          0.5580666238944583,
          -1.4461482978418123,
          -0.9641306393250159,
          -0.8078341105219307,
          1.4532219151585142,
          -0.027747533875472095,
          3.053934104678466,
          0.03874346770183314,
          0.1034523203862099,
          1.1072402489312638,
          0.9711328738296456,
          -1.2802528234014914,
          0.6806700736027379,
          2.827187642903518,
          2.838427242020929,
          2.8948803448255567,
          -1.306458989517184,
          3.9026207199359764,
          2.7070666032190673,
          -1.9295134445828723,
          -0.7922896798934699,
          0.9990489785221777,
          1.676467713150898,
          -0.8548141513388863,
          -1.028584632094965,
          0.3830007612318298,
          -0.8702415401817372,
          0.6664975861765621,
          -0.6335837784381507,
          -1.6474671447337728,
          2.4945626090635225,
          -1.3077902833976984,
          -1.1432245771827447,
          -0.961003960774082,
          2.8993803561041034,
          -1.7932753398402976,
          -0.48798789177573465,
          -1.062714629681777,
          -2.239086173288971,
          2.4512417410359935,
          2.6783634029692935,
          0.16611967399281533,
          -0.07352348745424436,
          2.034945988945354,
          3.1449330467662833,
          -1.439917732233733,
          -1.2583007609363637,
          0.5198597237759871,
          -2.470226561467269,
          -1.064792452686239,
          -1.0048030069716332,
          1.087226164238448,
          -1.720713937416049,
          -1.1276289848600805,
          -0.8641290620696404,
          0.5783517392032036,
          -1.42421438957037,
          -1.0651211446333542,
          0.0019273520466501063,
          -1.4814728409400608,
          -1.0441919612246862,
          0.37884276606999523,
          6.214115145497703,
          1.0110602518376135,
          -0.6895381541141967,
          -0.7990570308996636,
          4.614270229678952,
          -0.1727515398338327,
          0.015067622206022672,
          -1.1731797624250837,
          0.2544980722969856,
          0.25332534001819,
          -1.8706470135442281,
          -1.00073169945779,
          0.16536090409611107,
          1.6164955939658554,
          -0.6044324892488054,
          1.4985029575635311,
          2.367976624925943,
          -1.8360101473287358,
          0.8308830134335877,
          2.310916233246957,
          4.130360054379797,
          -1.557726908842367,
          -1.9358411491600835,
          3.0256378694923103,
          -0.6096121394624572,
          -0.7677989141799653,
          1.192696937200668,
          -0.6379814470990631,
          2.253934938312221,
          0.7335990728521736,
          -1.3058948220785558,
          -0.9401651774706961,
          -0.768180296699308,
          -1.707770795832818,
          -1.5006406731390882,
          -0.26153882142654594,
          0.4693524867620501,
          1.7802643068882589,
          0.751722357688974,
          1.1252040774085512,
          -0.01817035822062416,
          -0.3745812668253033,
          1.6327113419738624,
          2.2905624830722107,
          2.6930773544531146,
          -0.10991660078421428,
          1.7378034363113342,
          3.3278860459789823,
          0.187199057105273,
          -1.3728608902222128,
          0.5065242388883756,
          2.5220643072935225,
          0.37423018858724644,
          1.665187324451874,
          4.402390360096401,
          -0.40976205548661376,
          1.6698840305812601,
          1.101538332138588,
          4.009124849728649,
          2.510153804825407,
          0.10985229859711099,
          0.6804978291379263,
          3.5899949106069333,
          1.5833485953334636,
          0.5876708674264813,
          -1.2885607088258806,
          2.813074464581692,
          0.08377952865185316,
          -0.6793441675884024,
          -1.694713071297143,
          1.5947438035165664,
          -1.1411882275796104,
          -0.15969035306931414,
          -0.21943500729586923,
          -0.7137806797508043,
          1.4884907847584101,
          -1.6192859257922316,
          0.10179896302796568,
          4.035555912884486,
          2.4561258333824343,
          1.6614982349450835,
          -0.22003436383875755,
          2.2130781755214164,
          -1.101364157657967,
          0.2180760051689658,
          0.7399003153803686,
          1.8075912634940627,
          -0.04408212123324395,
          3.3965514669502688,
          0.2545219909214884,
          -2.061501211476998,
          -0.1393697048586687,
          1.976210044770252,
          0.25594750211649214,
          -0.23321881228772648,
          -0.9571646809052291,
          -1.520535083156971,
          2.9978330901198476,
          -1.576726303751459,
          -0.0515502758156347,
          2.6946118107580563,
          2.417544590090213,
          -0.056238184380799965,
          4.435952372801482,
          -0.9406528197946857,
          2.477709954636145,
          -1.7736387359799175,
          3.706468142119892,
          5.150340741892299,
          3.9163408603332033,
          0.3139491562069804,
          -1.4915090443797832,
          2.096610853777491,
          0.48916194605452556,
          4.00059613611288,
          -1.0711195976871928,
          0.41566310384783667,
          3.5532647160059057,
          -1.0100241176192237,
          -0.18013856356975794,
          1.9416460109626306,
          0.8966213539746499,
          -0.46590803311502665,
          -0.9540660303284387,
          1.9812726358228894,
          1.1980805474808784,
          3.303217830061703,
          -0.35617665112457575,
          0.39587445103061203,
          0.8171286540119187,
          -2.4028139116511746,
          2.4706080033505935,
          -1.8902696016240752,
          -0.4107049111818367,
          0.3924144860285714,
          -1.0136815623603366,
          -1.918204031175451,
          4.825256950051067,
          -0.05234801188697143,
          0.13913913187613222,
          -0.12759953025442922,
          0.5727926340896364,
          -0.8203085337273262,
          1.0912249157001113,
          3.460401301222051,
          2.500923764627634,
          1.4824457561860689,
          3.007165706722266,
          2.9431037797388546,
          4.381010598027532,
          -0.7215055994090585,
          0.5666901332510146,
          -0.6160917535545191,
          -1.1537886041307583,
          3.3222899556997065,
          -0.3237350715721225,
          3.8899347444780776,
          4.621996103293026,
          0.5726352261607547,
          -1.1439926417142465,
          -0.49159960571372,
          1.870915481534294,
          -0.7561509522008832,
          2.812949259066968,
          0.5250427208035319,
          3.1024314282650316,
          -2.0383886955369603,
          -0.7782302034380745,
          1.883895367276562,
          -1.4946984315479588,
          2.424834513053599,
          0.9079885566036504,
          -0.42863227541405946,
          -1.3470898779862417,
          -1.8777450857696911,
          1.3589307155281642,
          -0.12451245873817365,
          -0.35265994556789426,
          3.3436410754675827,
          0.5363455769677618,
          0.065440657476799,
          -0.8335962528399705,
          2.320024209513046,
          -1.460409016302452,
          -1.17066642272826,
          -1.0765027435764531,
          1.3806197953341741,
          1.4680083487134161,
          -1.2845145701856673,
          -0.5285091548113936,
          -1.6308705020399217,
          3.0185302106948457,
          2.505567567865364,
          3.33374827571407,
          1.5465946635017813,
          4.312045618048589,
          1.3361653783370908,
          -0.5682046620631565,
          -1.3691735399057243,
          -0.3337155949412265,
          -2.137988549198037,
          -0.9481309609918508,
          -1.5438190175142923,
          -0.011760012673930514,
          3.403262411191853,
          -1.5476066966841355,
          -2.179532902786673,
          -1.1447102575141752,
          -0.015624282390584112,
          3.420040588862183,
          1.0154691407972622,
          -0.8404813953159981,
          3.5605734714294743,
          1.9284694594023943,
          -1.4460536797997319,
          0.3547717437307481,
          2.4938123977052906,
          -0.6049823886166201,
          -1.4204514087814206,
          -1.4872436476251092,
          -0.6814937897482738,
          1.8011290597409464,
          2.333422828234165,
          0.3889539083774102,
          0.1785259165781533,
          1.7954888069212238,
          3.5749548286098793,
          0.21571216370319607,
          1.8080622376706998,
          -0.336816384322037,
          -1.1244973405162046,
          0.06793681285604662,
          1.3605970166500825,
          0.7824255479780557,
          -0.03715883875167974,
          3.647867986320922,
          -0.8752721239330368,
          2.6229514611354663,
          1.5468413341385987,
          -0.7751547776520978,
          -0.17206133729973508,
          0.1680614938836401,
          0.15863891236951302,
          1.1807730245848345,
          4.734413133406658,
          -0.1692976970361346,
          -1.4549973200807371,
          0.8597674727925608,
          0.32117221025151355,
          0.6089112252857242,
          -2.15044988066422,
          -0.8077128541091081,
          -1.5715663737456493,
          -1.3084032384825086,
          2.000619631701687,
          0.9207520024278978,
          1.8739826819385441,
          -0.14017576211229407,
          2.394550420974383,
          -0.7599209184172053,
          -0.6516631486180278,
          0.43037172087143666,
          -1.8741670420610494,
          -1.7056074890812292,
          -0.1435300712227889,
          -1.2327849480756983,
          -0.48104861564603657,
          0.7992313332938715,
          0.1398440143104384,
          -1.401201399710388,
          3.063731290211602,
          1.8159616441607265,
          1.6146545108500538,
          0.013152533380408565,
          0.7855201090209352,
          -2.020281003704329,
          1.5878628978319609,
          -1.9895093932350918,
          -1.140858108488973,
          -1.775755866918353,
          2.826663110860972,
          -0.5311309826838636,
          -1.1150580925391878,
          0.12464034190821927,
          1.8574474522693756,
          -0.44960830357229664,
          0.6363141125579628,
          -1.024330704495375,
          0.9555484130548055,
          -0.34133394722999316,
          0.897368861464394,
          -1.2350239889827865,
          1.9470667996623945,
          2.4440901402587567,
          1.4205562405326861,
          -1.5219184908114436,
          -0.12865361396907224,
          -1.890776170264297,
          -0.429700118057766,
          -1.1054811533531892,
          0.5861299140004067,
          3.355041191074802,
          -0.4972841019086589,
          0.3319549273632324,
          -0.46864902174328615,
          -0.25521878209346344,
          0.8170365915252613,
          0.39394768574483036,
          -0.08456348360430087,
          2.315538308875274,
          0.13298831509704795,
          1.4697876376066388,
          0.6735912543242379,
          3.812722440974561,
          1.7861307555480093,
          4.129327186072471,
          4.526266734182257,
          -2.2066456750241565,
          2.5249053634924232,
          0.02566663202606687,
          0.25460738050683773,
          0.6236480104454909,
          -1.4972270140711432,
          2.29458818362882,
          1.3817977490995166,
          4.1149945889387025,
          2.420000349785116,
          3.19941139215522,
          -0.4554745877999612,
          -0.421609126948713,
          -1.6125755074026171,
          -1.1738460784761484,
          2.689555864843128,
          2.3898346494151474,
          1.6447027260547231,
          -1.9425289621386372,
          0.4922263600457719,
          0.19726134029567527,
          2.25263655973226,
          -1.2478322353788749,
          -1.6797234585220515,
          -0.15667084560084013,
          -1.0720276804849294,
          0.32704441901018544,
          0.4959019783324449,
          2.9548657174568307,
          -0.24731292866894156,
          4.531331788767799,
          3.427544079113429,
          2.5735065884772834,
          -1.262759726140931,
          -1.516212468381715,
          -1.8367189271204072,
          -0.20149258898641756,
          0.23088236335309606,
          1.6370690362852398,
          1.340827019877935,
          4.270878561982618,
          -0.6697878551153675,
          1.3871784139182026,
          1.9876838918338653,
          -0.43755245278083,
          2.9450342073407123,
          -1.4535863051020967,
          -1.5620141821721967,
          -1.1164438117161002,
          1.0047372503488803,
          -1.3352926361957165,
          -0.7308365193777603,
          -0.894929494375362,
          -1.5728038536185125,
          -1.2709786161460719,
          0.052879737343718924,
          -1.4026562666315707,
          -2.178996927826717,
          -1.362638368332809,
          2.3970985008771457,
          0.39255365487330335,
          4.656411717035424,
          0.48758181772542886,
          -1.042735659347079,
          -1.529904293820457,
          -1.5391404922459784,
          3.701230935897081,
          -0.8610539028429601,
          1.3815396314927977,
          -1.7246280323395318,
          -0.7489344826458998,
          3.3497449298048516,
          0.9684893763793462,
          -0.9682665702893344,
          -1.2362829081946092,
          2.01500126335635,
          2.853962117121537,
          -0.9309910906104861,
          4.439511347326555,
          0.5409232020230286,
          3.571776878087101,
          3.1389959624989725,
          2.641115574846638,
          -0.8933681458648475,
          1.1598065768361723,
          -0.5964458524992066,
          0.5501678560053754,
          -0.9112116475644714,
          -1.772596946782709,
          -0.4365485167594359,
          2.201819929831103,
          -1.9209433534852542,
          -1.6625780911144235,
          1.8392250252648812,
          2.802916587233522,
          0.25902956849898195,
          0.5876432814148446,
          3.5953985407858076,
          0.934573226911566,
          -2.0415267664328858,
          0.5226983779351261,
          1.0918052843871413,
          -1.016103630406453,
          -0.5554101098961626,
          1.4911048129830244,
          1.8334759316749487,
          -1.0568780436491712,
          0.22033389197387562,
          1.3343339164612766,
          -0.5327155557473049,
          1.0768333679002227,
          -1.4066235895018515,
          -1.3434137083821256,
          2.464781612329964,
          1.6016102194731645,
          -0.4540202270477253,
          0.2457227397008868,
          4.2296985209832805,
          0.832511743998444,
          1.1408013112834434,
          -2.029915758679846,
          4.875617145872483,
          1.576503972648937,
          -0.6078266090360991,
          -0.2922774366551174,
          2.47697468522315,
          0.16280123438411218,
          2.6102979305703693,
          -1.7412412431743298,
          -0.27295303997252696,
          -2.226151973453216,
          3.896567951099775,
          0.6362325205856365,
          -1.2166638947319446,
          1.9623221290533155,
          -0.6980322223717886,
          3.251919156168561,
          -0.9490543721344482,
          -0.3467587373055419,
          -1.2845564461707935,
          -0.062431117058698575,
          2.3011458047669957,
          -0.4752893035220511,
          -1.6030680514532574,
          0.15286786545086992,
          0.14761147829255875,
          -0.35071327706734007,
          -1.0058992323740297,
          -1.0278848912734895,
          1.7146310840845742,
          -1.4856951346235974,
          -0.8089028782740915,
          1.2414648427308648,
          -0.2161608391139273,
          -0.868727882728933,
          1.792993395724065,
          0.23332386337484382,
          1.6831145427099314,
          -0.07282825662557994,
          -0.741361209004484,
          -1.8506008434519206,
          -0.1447092308764331,
          0.8074843093076962,
          2.350939647580298,
          -1.0509381071385289,
          -1.3727589767982111,
          2.2964886280917307,
          2.477371551313504,
          2.0590588780717862,
          0.7124071020796654,
          2.3797794688006855,
          -0.8420734908462093,
          1.3551859701171307,
          1.0420632056285857,
          -0.18072570585369538,
          -0.8865430280361406,
          -1.756335536012533,
          1.841076264245456,
          0.0794455361151039,
          2.5102519730141495,
          -1.1259615496000122,
          3.7661528949929624,
          -0.032028795251548,
          5.269703781190783,
          -1.5691894437967362,
          -1.8606698719669479,
          1.6651195312598388,
          2.6617915986505394,
          -1.2068177823444595,
          1.5663517737516475,
          -0.2348051368954456,
          2.1186788106215455,
          -2.007142649791312,
          2.5999215908441684,
          0.28082686232432236,
          3.0279066005986306,
          -1.8798939959673766,
          -1.3146910825308213,
          -1.468808694561821,
          -1.1562532453351604,
          -0.9169525114331795,
          -0.6651454936831058,
          2.280710025583092,
          0.47631516952113123,
          -0.6107706148763753,
          0.030592538496716993,
          0.2159757032193396,
          0.09319556540806188,
          -1.3000041678356833,
          1.5705184919299238,
          -0.45432201054535637,
          -0.20512052328920516,
          -1.4116801898431064,
          -0.8617814014565764,
          -0.5174963056834044,
          3.3071297527364423,
          -0.3144918018978,
          -1.4323814340556544,
          0.7102541092792048,
          1.7141525648001263,
          3.0479106292517866,
          0.4504249863670238,
          -1.942175800241933,
          -0.979923377611288,
          2.182883530992335,
          1.6611409298594806,
          0.08014179890392942,
          1.383943533145166,
          0.44940460263794413,
          0.7828019410607048,
          1.4836549616142396,
          -0.8807685485290921,
          0.4616915330318862,
          -1.255458948396818,
          -0.4498175052340912,
          1.9016608305454281,
          0.6193694877291998,
          1.5545579240374674,
          2.4014945920424053,
          2.560049011808047,
          1.551476426768359,
          0.7029127549770294,
          2.457123094779013,
          -0.6897218791900405,
          1.4357384358271408,
          -1.7705589633114467,
          0.60502612759949,
          -1.1424726057456704,
          -0.8248084083001558,
          5.051178869241378,
          -0.5854832265252464,
          1.0697132397550295,
          -1.43559576684986,
          3.1512037014643703,
          -0.018124674795545696,
          -0.86388150716203,
          0.6117564306221551,
          -0.305404426635151,
          -1.9830907392227097,
          -0.939757020134716,
          -2.4084698173319183,
          -2.2822718823285997,
          -0.19132713779900457,
          -0.47368335455780014,
          2.80196625324964,
          2.1341679891066345,
          -0.48875181161131326,
          -1.3986040862659386,
          2.4822596858638506,
          -1.5687602374513008,
          -0.663327088186888,
          -1.9701627080486077,
          -1.8031702851456195,
          -1.7927280813641733,
          -0.29130084450696403,
          -1.242037183182283,
          4.374944357005422,
          -0.8903717832095736,
          -0.9797023135321139,
          3.840027200413495,
          -1.4299140733156361,
          -1.1475976946279118,
          -0.13127903831593082,
          1.4094149524825996,
          -1.2573195111743347,
          -0.9986718352617359,
          0.14367224002940518,
          -0.7755063664442458,
          0.3890410814598522,
          1.1462652603577297,
          1.0963553870890546,
          0.4674184966062334,
          0.749210625440165,
          -1.2859086266297124,
          0.7322893279707312,
          3.4777931892167295,
          -2.236371243564988,
          1.0520717093483085,
          1.9513691375875666,
          2.0309169518111947,
          -2.343614914801635,
          1.385969654989589,
          -1.504871379154221,
          0.7631365772506349,
          -1.901460370559785,
          1.8275210049215962,
          3.563713442953199,
          0.7770186925103868,
          1.3738278517530782,
          3.22128731737494,
          2.275738435570478,
          1.7859140338616826,
          0.4515017948996122,
          -0.05852840574250801,
          -0.24068089624192232,
          -1.6518439069683561,
          0.8892058768030677,
          2.401701843235331,
          -0.40914928219593566,
          0.3554498268617174,
          0.6534963698994687,
          -0.9875429679501206,
          -0.3475512665172773,
          -0.6192267792197332,
          4.231608501576473,
          3.9935126008571835,
          -0.6048658250403702,
          3.3932752844802114,
          0.3013856977833077,
          0.5536118480065594,
          -0.2813692800160122,
          0.9350163775890684,
          3.251174972801021,
          3.394620585243624,
          2.696973273010335,
          -1.5794432674869046,
          -2.038056761679727,
          -1.4293167725421043,
          0.17873318154735365,
          4.122180100686258,
          1.3528639358493089,
          0.7328313155437266,
          -0.5344834855020489,
          1.5689608802296733,
          2.6890345064429364,
          0.6828589677565472,
          2.1325393695270494,
          -1.9924679674819459,
          2.5779330392349973,
          1.292801853169391,
          -1.6826700355256765,
          0.7803643850756167,
          0.6244312945415116,
          1.9953891591191097,
          -0.26456695420041354,
          -0.4824216132374048,
          -2.14592375418322,
          1.6538474560368035,
          -1.8878811344003938,
          -1.3191156186741104,
          -0.3602962216394962,
          -1.811923687299568,
          -0.7202373075986751,
          0.01830479098622297,
          0.8045432792582724,
          -1.2627955467061107,
          -0.7099998080602195,
          -0.7799734637496911,
          1.8576740028559848,
          -0.16445996800094284,
          -0.9806496483833875,
          -0.1816507894156005,
          0.9659568896360623,
          -2.1041783641323804,
          -1.6187826708080422,
          0.06035208091902625,
          2.4374201098036057,
          1.5970888198672495,
          -0.31162872266982167,
          2.942770143862787,
          1.446634356909539,
          -1.7219503333849977,
          -0.16811219426068516,
          -1.4097392467387424,
          2.8195455405952163,
          -2.1268431460625883,
          -1.5635918993101374,
          0.38312516553139525,
          -1.30633689420185,
          4.951447718826166,
          -1.1727640257104945,
          -2.277582895413328,
          -1.135093434432099,
          0.9847013234502612,
          0.3771127058878708,
          2.461371595951564,
          -0.6678204895582983,
          -1.604698324559498,
          -1.6543031759811229,
          2.5147551004368527,
          -2.005731181949155,
          0.7288013899363018,
          3.32142284375021,
          2.668863686153686,
          0.23658421008297584,
          0.5654785787351679,
          1.7809930109757826,
          1.8716412822627861,
          3.122243607562149,
          1.9951327611144976,
          2.603536412070792,
          3.4683700883242947,
          1.4301396554400596,
          -0.785217037755229,
          -0.9861182727322845,
          0.5190838144764748,
          -1.1275703883982298,
          -1.194891171472405,
          1.6141566742297722,
          0.8621313231987376,
          -0.011467245125739932,
          -1.9295442047545384,
          -1.0843177669046686,
          -0.7092457219059853,
          -0.4884524820118048,
          -2.7969525858567708,
          0.042310564019395036,
          1.0112529888502373,
          -0.3849854255043699,
          0.8093877216467588,
          3.706445342860633,
          -1.7859521407157755,
          -0.05557872924631904,
          -0.47704880049391823,
          -1.1417721135258887,
          0.7755895486420605,
          0.33823088446217786,
          -1.8742907726069253,
          0.3512582307897186,
          0.9318402624270236,
          0.6578473805566882,
          0.29872965300479765,
          -0.3912736557129038,
          -0.7937253269524075,
          2.490268591149856,
          -0.6225828436681838,
          1.428721578216459,
          1.5198469413171065,
          -0.7105892201476587,
          1.2856430728034567,
          0.9368051377949864,
          2.625873076725468,
          4.815705844303307,
          0.940472354148757,
          -0.3940289949069523,
          -1.3047076087134446,
          -1.3515099148017922,
          -0.07358430967759247,
          0.6638048403174758,
          0.4779964867495871,
          -1.4401945215620102,
          0.10647544902916976,
          1.4086375790368018,
          0.5430923232147796,
          -1.800499560788313,
          0.983538422263751,
          1.5649384591434425,
          0.5206319373301749,
          -0.5876101966269505,
          0.3738603545706894,
          -1.1646204275610854,
          0.31964312648013954,
          -2.2864725041413294,
          3.2123183998075424,
          -1.5040204149488798,
          1.2965065233625392,
          -0.963204333573756,
          -1.7815151289544184,
          3.502191518996778,
          -0.056883267352429406,
          1.6383071830613278,
          -0.6056222296491393,
          -2.037603203898781,
          -0.10518782886967186,
          -1.8944763507409672,
          -0.15962816881667072,
          3.222384113090797,
          0.16687133925852726,
          0.23942629489812964,
          0.8913217666851859,
          1.0969493924647908,
          -1.25609301196852,
          0.6227936989872564,
          0.3747683402345376,
          2.3643693209242156,
          1.8762302389691814,
          0.44348864768058494,
          -1.404634346076196,
          -1.6802357848941452,
          2.2995002249393846,
          3.3450646991880837,
          0.5366663412190315,
          1.8351290205223811,
          -1.0979031166031639,
          -1.7423413601650135,
          -1.4341612084389255,
          1.845111445646768,
          0.970462700629612,
          2.92209378080848,
          -0.6067820834433251,
          0.8806203541270826,
          -0.436851412202638,
          0.5107170149815742,
          -1.0400089219011703,
          -1.0700791372380143,
          0.34246085021168743,
          3.8971403796267676,
          0.7838834122135978,
          -1.6730582885575815,
          0.26099101186615503,
          -0.8919962714123612,
          -1.2976647272903006,
          -1.6407096743481342,
          -1.0862674661734033,
          -0.5722080333038931,
          -0.8841282225695916,
          4.175255357383229,
          1.572546999122164,
          0.5457306649945878,
          -0.35471940597189117,
          0.1638331338457923,
          1.7537630668632387,
          0.8266321575222553,
          -1.9297193434083548,
          -2.570200529624831,
          0.7886998033425763,
          -1.4744602729952325,
          -0.7858476017711229,
          2.1812323195736676,
          -1.4420847721721295,
          -1.637394244215264,
          -1.9325197326655452,
          4.570020775622343,
          2.2565176118271615,
          0.6645107422236285,
          1.3130338815425449,
          0.35966731949229,
          -0.26078571539197626,
          -1.3091350322187576,
          2.5961368902511985,
          -0.11823019468520292,
          -0.8309471737065345,
          4.131499584781573,
          0.7533811134202888,
          2.8314018888090295,
          -2.0110283807177134,
          -1.1487914034140096,
          -1.6647765593531605,
          -0.5987152121526235,
          -1.225676920191196,
          2.0366093294362706,
          0.8703552967779185,
          2.71373259299485,
          -2.0200114276487366,
          -0.9883695252495313,
          -1.1929199814309015,
          -0.05332983805186648,
          -1.2456381559395824,
          -1.1802119382214895,
          -0.7787263725620864,
          3.812803671796381,
          3.6750083190708436,
          0.10133101772755197,
          2.768953821264521,
          -0.4853807488171552,
          -0.7361366168821945,
          4.939030352652388,
          -1.613970353561406,
          0.16497516804678405,
          -1.8875236073408954,
          -1.6060532737398316,
          1.9327248132439254,
          1.9515182166859772,
          -0.8823007349238833,
          -1.2968586749713344,
          2.680936755922088,
          -0.4381830869594843,
          -1.3201775822339294,
          0.2051096901934394,
          -1.404886890657675,
          -1.6864079661542706,
          -1.6679020399012658,
          1.6731751954331486,
          0.1050488095112022,
          -2.4503211176600717,
          1.1305168552016003,
          2.003524370070441,
          1.0450193286353089,
          2.4829214250768845,
          -1.257927502902577,
          1.5868593855266158,
          1.9603333380456758,
          -1.1439629206409432,
          0.4112746424534584,
          1.0461060812605805,
          -0.6725495554539609,
          -2.185483426357793,
          -0.271412060226719,
          0.8098226034119841,
          2.6706842134121125,
          1.1611125973519851,
          0.4977916918333235,
          0.6940783969398461,
          -0.7681376048762049,
          0.49545471900974436,
          4.231137242348431,
          1.3735562011039568,
          3.8535617356457763,
          -0.9011201525147013,
          -0.6064591008835747,
          0.04559533517053878,
          -2.014030269235351,
          -1.4996801093201106,
          0.6922449456667751,
          -1.2470828287129072,
          1.9179943158290813,
          1.1872800300561674,
          0.4612565213405358,
          3.6855190081659543,
          0.13496613781449043,
          -0.5868318165419495,
          2.635118483791941,
          -1.8867479469888389,
          2.410679771979022,
          0.3259534570306622,
          -1.0088416366927688,
          -1.2615703573756807,
          3.2762179063680974,
          0.836685916441962,
          0.20125522595770906,
          1.7006930456301568,
          -0.44928893419282306,
          1.3995114638996689,
          -0.39065028432397736,
          0.7514697185279846,
          -1.813054692958027,
          0.30218948838852305,
          1.920651866447399,
          2.3806110825764066,
          0.601039827467341,
          -1.87189133602993,
          -1.3657249606687962,
          1.4373549810597146,
          -0.8359458216182629,
          -1.7591012882497166,
          -0.9349733386847581,
          -1.6071108062039254,
          -1.4175721333611844,
          -0.6709484646078948,
          -1.117734915081666,
          1.5303220985901145,
          -0.9014893993352806,
          2.6049944416497257,
          2.2891821061857733,
          -0.5342346204648563,
          1.9197001219180057,
          0.9012305275227236,
          -0.9563640448757407,
          -2.524277837123909,
          1.4309770408783016,
          3.1948591360293013,
          4.281034167280057,
          0.15296480656912456,
          1.4174787804591118,
          -0.40833400378779083,
          3.062228725309452,
          0.2709107196704224,
          -0.03599623990574488,
          0.3152686382397765,
          2.3843951858599888,
          -1.5249751546004402,
          2.138150965802515,
          -0.0040573508377090535,
          1.7654013383551066,
          2.8466259988975398,
          1.7200152000167397,
          -1.187270346601087,
          -0.4526934672392737,
          1.6575001223036663,
          2.9493301067764084,
          -0.793001735185425,
          1.6710025275924179,
          1.6612837782323546,
          1.740117698961386,
          2.4165152371585488,
          0.6098456509106754,
          1.4612576426858104,
          2.453537916710665,
          -0.06496829295021303,
          0.3718436806315249,
          3.12828904403704,
          -2.0421656530129635,
          -0.2799191533920055,
          -1.0776662115063895,
          -0.1413325183875202,
          -1.6852337339672683,
          0.09516058369510698,
          -0.7863864757673581,
          -0.9174716368784045,
          -0.08513216338035678,
          -1.643935214905088,
          2.8550426621560474,
          1.8974563586812245,
          0.04584255503911162,
          -1.0139901080321103,
          4.140341851496498,
          1.48621004339638,
          -0.008630423758857763,
          1.1669955703684263,
          -0.9009102633140746,
          1.364079960243379,
          1.0634752418078723,
          -0.9522465499337027,
          0.5247733839029123,
          -1.0763971395537615,
          -1.496078998060146,
          1.9474832206195976,
          0.5450039906723553,
          1.8731706890943827,
          2.130598860729423,
          4.990614142358458,
          -0.03634899531293961,
          1.2333322694110584,
          2.037754163363516,
          -0.8455309096981966,
          -1.3888220022339013,
          2.8351885083431916,
          3.723889430901823,
          -1.388325610369665,
          4.642071116318553,
          -1.3652185362732132,
          -0.06939775024389551,
          4.252502285285208,
          -0.4011849506855813,
          -0.8142686374452256,
          -0.6449186368538531,
          2.659186296439459,
          -1.6376207772016331,
          -0.7888720964949769,
          -0.3453253713611358,
          -1.2811084194689222,
          -0.13688090573454878,
          -1.2740572136224027,
          -0.9545250717702369,
          -0.4036543456790771,
          2.7929622861025836,
          -1.3769687366244596,
          0.028996471669991523,
          -1.4341792450083115,
          -0.7176310464208605,
          3.304961372349353,
          -0.4343196554177829,
          3.504529967760158,
          4.4015864841261925,
          -0.44579478024677377,
          2.3164787220214236,
          -0.258068862605464,
          2.495744300665502,
          -1.103577828326333,
          0.2615289851252763,
          2.2104412308718384,
          -0.054942592575400934,
          2.524339946302479,
          0.01965290264790482,
          -1.200841774195001,
          0.7649799448642592,
          3.3915222171875605,
          0.6337924561984792,
          -0.9951073377875718,
          0.19903528684318106,
          0.4214601646463641,
          -1.3972163568512694,
          1.402886105008518,
          2.693235907612745,
          1.8066230840341557,
          0.7168146385346837,
          -1.4041319502270362,
          2.3284087050408027,
          -0.6320175689534564,
          -0.7040268358468222,
          -1.1829936014878906,
          2.037262141190582,
          -1.1276965550511244,
          -1.5132320880454029,
          -0.5729759065109613,
          0.9466228401194469,
          0.6442771611528743,
          2.176830875237256,
          3.081258674712096,
          5.052094608545144,
          -1.0160607472777214,
          1.33532935439035,
          1.1322627324177272,
          4.004292953341661,
          -1.9785588042050388,
          -1.232955466834322,
          1.5265198463374616,
          -0.21991889694739028,
          -0.2841140929109413,
          1.7382943545000626,
          2.964814004671518,
          -1.8053106944820727,
          -1.7244312909342858,
          2.269391669219603,
          1.041004176742339,
          2.5249261772284557,
          3.3698393817019694,
          -1.1398316081011624,
          -1.9406423108108715,
          1.1845797897209298,
          0.5970502877220357,
          0.43120561816050895,
          0.25765419021462305,
          0.6186370521311373,
          0.9293943849392853,
          -1.2896026914544416,
          -0.9943091966885985,
          0.6153716993709837,
          3.759616353402983,
          -1.262433265401926,
          2.174257960372969,
          1.70427276199277,
          3.4728519034328196,
          3.5861769665125403,
          -1.1204636441073477,
          1.5156973207369562,
          1.3087353232442602,
          -1.7778137680347261,
          1.2167100204219539,
          -1.1241714277508734,
          1.5476742934640086,
          -0.883373362945003,
          4.617416538508178,
          2.2620405811324593,
          0.3334512805701575,
          -0.6323763078532322,
          -2.1994794208927426,
          1.1333846866347634,
          0.0970102961331369,
          -1.9631708405365225,
          0.3044844576684737,
          -0.8657034938137963,
          -0.23287147540082315,
          5.103624838586925,
          4.752059558886515,
          1.3293101788930568,
          -0.22100153397505398,
          4.266439803711351,
          -0.464891219213646,
          -0.7210841941271159,
          0.9111075083899133,
          0.8891495668873631,
          1.5215017816676797,
          0.3247723942138897,
          0.9690177641767557,
          2.6161232434992256,
          1.6422597055165424,
          0.5525664737484811,
          4.043709824332651,
          -0.2976614101167932,
          -0.08630916198318853,
          -2.033728339646178,
          -1.1184119769415395,
          3.285762013810684,
          0.05666476242933047,
          0.715748149761991,
          -0.14206633570521496,
          3.0059777907790357,
          1.615442585171232,
          -0.8132484507915896,
          0.811299233990939,
          3.054192080821976,
          -1.6376006632911857,
          0.9064393433140109,
          -1.2824407527714143,
          -0.5367653585527253,
          1.5941759594737146,
          1.3474954652518263,
          0.6069706606617041,
          -0.5490304515093299,
          0.4675883854229799,
          0.7737536851123309,
          -0.1142947256196568,
          -1.395194161911438,
          0.4284894124465566,
          -0.08153498522160096,
          -0.23054251820302718,
          3.8323255881548177,
          -2.083845888616913,
          1.2545953401519518,
          3.399849172250182,
          1.8501876967126674,
          -1.390900874582238,
          1.1736406947656022,
          -2.1278100374621345,
          -1.1627355691954775,
          -1.121603487505217,
          1.6911647196767134,
          2.333239314666777,
          1.3269815681839585,
          -0.544756724431923,
          0.852745466695581,
          -1.3846603074881203,
          1.989600693673482,
          1.6605756694020273,
          1.1776244702059955,
          1.4446315474656373,
          1.1074285639132244,
          -1.5809930854780092,
          3.386476827287327,
          1.3970631929011046,
          0.17481534050149808,
          -2.014107606447143,
          -0.8759643023166268,
          -0.5084950108482219,
          -0.027782185421965064,
          -0.3477467023890171,
          -0.16635784970840514,
          3.6759990588864984,
          2.394629621174566,
          1.3302431734654672,
          0.5387951995501933,
          0.2079416918426049,
          -0.962672513091067,
          -0.7483359044180391,
          1.524487069970835,
          2.3396006351327396,
          0.9539494933232388,
          0.017360814509295455,
          0.6288192450651082,
          3.3691117162251727,
          -0.9459409938243366,
          3.2697318677327796,
          -0.7839917603793218,
          -1.6797502143881506,
          -1.2043285615638322,
          0.07262219489800324,
          1.7076651502934495,
          -1.0540880147858778,
          -0.7822786032068897,
          -0.8061593911255858,
          4.47934222534855,
          2.647343970966219,
          3.2911702550054707,
          -1.256609744538863,
          1.4854447870286889,
          -0.16041571267456473,
          0.790973574523985,
          -1.4015697029331269,
          5.3043749285319945,
          -0.6893843290096422,
          -0.03875337158690369,
          0.8819868897253724,
          -1.5255572930245709,
          2.5821488411500915,
          0.27036864320955295,
          -1.2030165954167062,
          -0.01713311105325032,
          1.129624931821664,
          0.15146715391467686,
          0.7581168654046753,
          -0.5478770467696433,
          -0.07170834351645755,
          1.780380477010365,
          1.8327726522489751,
          0.40797201178375697,
          -0.568998935434019,
          -0.4540112027079474,
          -0.826485654818225,
          0.12397153625211499,
          0.6723165346434793,
          -0.4449140319384099,
          2.9332327542269696,
          0.563879015257826,
          -0.25846260255285397,
          0.5534341911050907,
          1.1715191712564996,
          -1.5038980849719408,
          2.7792515343271265,
          2.677585618645318,
          3.5294790317525297,
          2.889930985139141,
          -1.5239453044683309,
          1.3848419035837796,
          -0.18714663727041958,
          -0.6079251095448056,
          0.36250341700676264,
          -0.8229231484763881,
          0.6542215911604228,
          1.902620913719335,
          -0.8722565169749321,
          4.260828659369941,
          0.7639636067783646,
          -1.8049081171131856,
          -1.0598659078952366,
          -1.3867714182863518,
          1.418124545862899,
          -0.7495899237181166,
          0.39024619578693565,
          -1.6585387607979507,
          2.6813836833966427,
          1.745520399872045,
          -1.299365652133009,
          2.133046865164253,
          -1.9215999682497338,
          1.5564366658626787,
          -0.7821768092375391,
          -0.4371925311812308,
          2.7825266738372734,
          -0.29498184231198277,
          3.168530930610947,
          -0.6390603100656375,
          -0.5678183863294892,
          1.8026215510900268,
          -0.8813087837780219,
          0.19156633064537726,
          -0.04064168880657082,
          0.7336842036728832,
          -0.07629219114077833,
          -0.7727311573830864,
          3.8852890633362485,
          3.0267499640023967,
          0.29771973205108204,
          -0.9430430053163001,
          1.991325272208628,
          -1.1912543576462027,
          1.1832094596697105,
          1.3111093117518269,
          2.5524051723953884,
          -1.0495897164335823,
          -0.6804134004857626,
          -2.5530252270952034,
          0.40219741106019197,
          -1.800956262451845,
          4.047476388657715,
          -0.1652457718791139,
          0.9861199504972437,
          4.477913839292897,
          -1.4021359726253577,
          4.4046735404910295,
          -0.32285360065054697,
          -0.16538865273298273,
          0.09390657077024288,
          -1.1296082820499753,
          0.61537007156191,
          -0.23261530018480417,
          2.5929362638476077,
          3.689394324571557,
          3.6303991590474385,
          1.12015336163628,
          0.6724493289732371,
          -1.4645239196192208,
          0.5402061152846764,
          1.901355609685,
          2.5163265147840677,
          -1.7804609263480593,
          -0.8202805237617747,
          -1.0201637813559647,
          0.4359502898085053,
          1.6453123849367777,
          1.0987029232701364,
          2.42367927613458,
          4.468867400172308,
          4.55891389646734,
          0.43300146555021657,
          0.44645713604770926,
          -1.3813812221117092,
          -1.9296434662057997,
          -0.8803736686579955,
          -1.0475625377975981,
          3.015334888225054,
          -0.5566534317759241,
          -0.8486545570296139,
          0.6029972002038225,
          3.6005800428308086,
          0.6659692636159706,
          1.9800586006327325,
          -1.6529379569288152,
          3.5457930899613794,
          -0.8137423831266861,
          -0.4230292881891905,
          2.353265667678611,
          0.0946562105791489,
          2.3483541042584064,
          0.9045752746615724,
          -0.32629772929015416,
          2.593694073019645,
          0.06911727899576932,
          -2.391409636899895,
          3.8786701269689026,
          -1.2421897874077787,
          1.603419999942596,
          4.807408494596061,
          -0.09488000344872381,
          -0.9860544455486655,
          0.5216362880253128,
          2.496850757145362,
          -2.013148106966302,
          -0.4064275886076145,
          0.7131297845002964,
          -1.1251657878657697,
          -1.3506790009674523,
          -0.12687417700146367,
          -1.1628816169451255,
          -0.09527257445811987,
          -1.6512756159850182,
          3.394207388187157,
          0.2369117643081463,
          -0.7973521131507443,
          0.9699657516171117,
          -0.04470400379327385,
          0.6028641231608681,
          0.06303912193247573,
          -1.2377723227872297,
          4.119983628723189,
          3.5226550447764153,
          -1.1837435812405144,
          1.0877747541318674,
          -1.8771912213434245,
          -0.7842057583762466,
          -0.7854329953889251,
          1.1946165061111509,
          1.0949699818598475,
          -0.34486239574604277,
          -0.5839366415089489,
          -0.6119996259754111,
          3.0285104129935867,
          -0.26805200089510245,
          2.300756188884448,
          -2.0353961128529545,
          0.5757046389801243,
          1.014492543915254,
          0.39135941327331847,
          -0.8540189433542303,
          -0.1626164550246394,
          3.089990098563696,
          3.9300174209974057,
          3.143808682216746,
          -2.3631215188508237,
          -1.6303528510220533,
          -0.8274708261166855,
          2.990469184859861,
          1.8016126993646158,
          -1.3039326857133038,
          -0.24556917736536596,
          3.0989642243475064,
          3.329872547060723,
          3.1707394337739223,
          1.553178139060408,
          3.066742758776849,
          2.246871917367766,
          -0.6997824122184568,
          1.9232043900272875,
          3.272703651661958,
          0.7713654195996557,
          1.6001673010116986,
          -0.8703532919398248,
          1.0287978155273054,
          -0.5810547261562738,
          1.184387477016369,
          -0.020518601270585454,
          1.3068387637965087,
          2.9292721637937,
          6.049187420712692,
          -0.7299211775074353,
          0.7841173504562593,
          2.8708822734102526,
          2.1506744120085357,
          -0.6432875769940561,
          -1.4564728928864936,
          -1.4701942578771396,
          -0.6616912533306782,
          0.903618123261074,
          0.6049678526735679,
          0.3024441361817151,
          0.7136802592060736,
          3.130893025173584,
          1.0356307930169482,
          3.304376094546314,
          -0.28990295425728396,
          3.524993193181771,
          -1.353808423217118,
          -0.2985916909562409,
          -0.7142961298144258,
          2.3598147507571894,
          2.8176084009732105,
          -1.1744434831420263,
          -1.302641604702558,
          0.4479031929165505,
          0.14255206976551663,
          -1.0545035093769115,
          0.8037617317877439,
          -1.1051741863512656,
          -1.833120228341233,
          2.5142754818233626,
          -1.5085171815134863,
          1.69502209002299,
          -1.3653308435305103,
          2.8393137516101477,
          -1.0717004478107512,
          2.4993778042668002,
          2.677099491228345,
          -1.1418165231413784,
          2.1633496943142503,
          -0.38082251510708176,
          0.7059772154912238,
          4.359361562275405,
          1.1073670232745532,
          0.21135405727821824,
          1.636277540022484,
          2.2900201210770943,
          -1.3090627978963703,
          1.1987951721555488,
          3.370670278302863,
          -1.7648874080757018,
          2.741893761842663,
          1.503689742521368,
          4.484267453798587,
          -0.13853360356306926,
          -0.9840683883641738,
          -0.7166600415182773,
          2.0601286391200575,
          -1.5246137411096792,
          1.5087739939189087,
          0.11879013989547609,
          0.9259168197437715,
          3.37211764461419,
          0.467086575501906,
          2.631512599706108,
          0.14079650488326634,
          0.8769577969435041,
          -0.3838227137810673,
          -0.7107468747739888,
          -1.2191579191357955,
          -0.11219921201357208,
          2.340858827736967,
          2.243869104135099,
          -0.11501183054750833,
          1.785359914813275,
          -0.8504359035765073,
          2.47911343006182,
          -0.994870061979058,
          1.3850725003039301,
          3.6276705257577784,
          -0.7470477915683901,
          -0.4795257660773313,
          2.1718091911297233,
          -0.05161168133544949,
          1.133607596919821,
          2.79296503411306,
          2.426900453750693,
          -1.7146443405226184,
          0.15589750085149254,
          0.9042161338780993,
          0.9884849761011668,
          0.2846113056094031,
          0.7136252469852504,
          2.7602591764135918,
          -2.079333812738332,
          0.14340445538213376,
          1.9900455768429854,
          1.6864560645030737,
          2.4809911846120527,
          -0.6680999128373094,
          0.9001915297288635,
          -0.2450468857994404,
          -0.03156033220273346,
          1.7016783907429007,
          1.4472951891041501,
          3.404316327252165,
          1.4663448081671218,
          1.6908136200333148,
          -0.10561213450141416,
          3.0844156207272477,
          -0.6211706679549728,
          -1.3891939826508928,
          -1.69809982690007,
          0.8430771685082654,
          0.6415732654465859,
          0.8944100977100763,
          1.4515374008465447,
          2.038212699104451,
          1.5801121211744527,
          3.787670228853918,
          2.140476445221371,
          -1.2701485813207989,
          -0.6598769528957816,
          -0.008068818298991285,
          0.6536100664700331,
          -1.2004288328487072,
          3.5079430534971126,
          1.1801292929354437,
          -1.4525298508201692,
          2.249298390354774,
          -0.6638435483261343,
          -1.0381982442718263,
          -1.4840576348590415,
          -1.0847147682906622,
          -1.39304133943582,
          -1.7107492090626348,
          1.5073128863084042,
          -0.11315815427576043,
          0.3666365533798726,
          1.6290968947326485,
          -0.19764335374832598,
          -1.3746257056497555,
          -1.6260555889657582,
          -1.9448383859774858,
          1.779594420877343,
          3.4510130534550703,
          1.2487074938442146,
          -0.28908023568207003,
          1.0159087310782093,
          0.21157850011208498,
          4.225099260003541,
          -1.3183610361810354,
          1.254719195937336,
          -0.8836970615644929,
          -1.6778090445286178,
          -1.011512731578049,
          0.07480723954281572,
          0.9308623921277505,
          1.0438205709565673,
          -0.7353881100758848,
          -1.1260740034428978,
          1.1781722944003892,
          1.8424088208561888,
          -1.7953385372438406,
          -2.0823696238614686,
          5.568173804633779,
          1.1545852776277363,
          -1.6862328697550104,
          0.8068990441765415,
          -0.3986251651411729,
          2.474951764313052,
          -1.2908261028200725,
          0.181921671264037,
          3.722927248684459,
          0.6482076086083355,
          -0.3522701059478188,
          -1.0145464317854012,
          5.7463743265620435,
          -0.8422850215915636,
          -0.7486518312672142,
          -0.7229164331281894,
          -2.230730204407762,
          -0.708648946320035,
          -1.4700065692089157,
          0.8837355045395391,
          -0.6719023536728261,
          -1.6041464843740496,
          -0.1851435242116638,
          0.017383944894918353,
          -1.6782538472515438,
          -0.10094375818403102,
          2.6312725560110377,
          -0.4213216773408711,
          0.22990739846417835,
          1.148712437502064,
          2.648404401504103,
          -1.0939650890549506,
          -0.817663059242659,
          -1.257086768518749,
          -0.6805358094379809,
          -0.03733504815796464,
          0.0800223616968351,
          -1.405545568339977,
          -0.9311507998592171,
          -0.0003451695068036414,
          2.667161095938186,
          -1.5038185677953053,
          3.2540453423156883,
          -0.4746404493088236,
          1.9897822376913237,
          1.4988420156036604,
          -0.8279581249198859,
          2.113564184056434,
          -0.6811174035537282,
          -1.261359581758457,
          -1.5765345490535736,
          0.018048034322742653,
          -0.32494904279546694,
          -1.4801000265964919,
          0.9320558505129513,
          2.910387987837475,
          0.7172942609116654,
          4.712002084482922,
          1.0145714986872019,
          -0.25937690278360465,
          3.3600540667940217,
          0.7419494320864918,
          -1.1204591510221709,
          1.1787736750382896,
          0.013677947461589358,
          -0.43497720109586274,
          2.5625336064102835,
          -0.7110978592885282,
          2.664345375080967,
          1.677450612170593,
          1.7927365595431932,
          0.3816232796896783,
          -1.6710700087614212,
          -0.4864940798275631,
          0.6503304088989103,
          -0.8933888788265821,
          2.8307657848038636,
          -1.1104492616828705,
          3.100324958343221,
          -2.0437485957626604,
          0.8651431541686722,
          -1.5220436943819788,
          -2.238698795108344,
          2.593313185865457,
          1.8258300644173835,
          2.0957121904723643,
          -1.021187285479222,
          -1.676827293192371,
          3.257629757144461,
          0.08833153675153387,
          -1.2117858441109892,
          -2.185295019493866,
          -0.484914924551144,
          -0.016350249992839416,
          -0.49435822786951694,
          -0.09359019243515217,
          0.9843845143549999,
          -1.4355352214051162,
          -1.5531069040296916,
          -1.5345111117171535,
          -1.8413564880268687,
          -1.025907817252155,
          -0.9755795706579331,
          2.903782832703594,
          2.1752972964499806,
          0.11231333458705589,
          -1.8246958033704526,
          -0.8131940306805644,
          0.1901531403193104,
          -1.7172442081691166,
          -1.2322247593941689,
          -0.9723974682222766,
          1.832979329661534,
          0.4132594545302159,
          2.9373283844448332,
          -1.5941518775921122,
          1.4315066352591828,
          1.508474526951527,
          -1.6729704464513642,
          0.6690640186646718,
          0.07658637533994474,
          1.0171684170593047,
          1.7636800688313092,
          2.900538851621347,
          4.24651906620084,
          2.7960307378195886,
          -2.282077095679629,
          3.5071850311209216,
          -1.6969659955343261,
          0.5178652701262526,
          0.41585750876461053,
          0.403344315812117,
          4.033834634323875,
          2.296790788986602,
          -1.6384179812905475,
          -0.2181866201937975,
          -1.9951943963508327,
          -0.8899519828588655,
          -1.5503593050171505,
          0.17060041691979594,
          2.6705512857143314,
          -0.37434894286239023,
          -0.39731493401561757,
          -0.8516009829675167,
          1.850049891405082,
          -1.211033137364453,
          1.479921109038422,
          -0.8477388562872298,
          1.1024246831765483,
          -0.10136596252864215,
          0.06321570314761046,
          2.4887336268633216,
          1.21086645023985,
          -0.14054275596726507,
          0.7461482314038086,
          0.9279511910191173,
          -0.38896145299668555,
          2.6895788354873886,
          -0.7355917535810259,
          6.9254449250058885,
          0.2170604794183999,
          0.5041405754143551,
          1.076653110771251,
          2.5622928447224647,
          0.4813632718948542,
          3.2705303272928754,
          -1.9772295183604145,
          -0.8252394560945936,
          0.5865186070752901,
          1.73163888949523,
          1.9304804995326115,
          0.1427672696888018,
          0.48873696376087994,
          2.8208137430785896,
          -1.448038976562133,
          4.086385108027445,
          -2.2473048410572796,
          1.5486351619016994,
          1.4695463855700428,
          1.913073233340673,
          -1.201924321465052,
          0.28119932381951673,
          1.6172609742300736,
          0.07890023825857517,
          1.1909185043129882,
          -1.305193174062343,
          -0.7067119962449784,
          1.3304070543162723,
          -0.6525234070637079,
          1.934234185057658,
          -0.24523456010345182,
          -0.17421185222938163,
          1.4796620145800439,
          2.1974387840052447,
          3.7627431029952665,
          0.4533499859725828,
          1.5197910753605977,
          2.9552723425087013,
          0.10352541976321326,
          2.9714058795808422,
          -0.6961308746648409,
          -1.4987921771031412,
          -0.5577681487252608,
          1.6785652617761422,
          0.30973171193940374,
          0.57225834484241,
          3.074299403978632,
          -2.608771639032617,
          -0.17734311511462397,
          -0.9816227205600833,
          0.9300838388727158,
          0.0652147125005174,
          1.0460122737935265,
          1.6861979070257413,
          2.286338651353385,
          3.356462749235643,
          -0.8326426597605886,
          4.49916087967741,
          2.221808210464712,
          0.38293870683218545,
          -0.3622948273859197,
          -1.6963231672263244,
          0.9332364726239929,
          -1.5640780141468629,
          1.2715714090594226,
          -1.1261457605657545,
          -1.6661676242917156,
          1.8603016943271804,
          0.38402170468289254,
          0.51459334263941,
          1.6285070865127511,
          2.7071815570653914,
          -0.7993253812873695,
          0.5733938386865208,
          4.1348821097792525,
          -1.6946478397832019,
          -1.1128603504888177,
          2.0245771335380183,
          2.8974990716125664,
          1.517052047412274,
          -1.7990441876306353,
          -1.550072842725198,
          -2.2049046259836547,
          1.7389939877581306,
          -2.0185170071851624,
          1.1529199333283526,
          1.9298838674967875,
          -0.6572642173837415,
          -2.1068745251355927,
          0.14243061737366533,
          0.7255765103245272,
          -1.0725731757988024,
          -0.394887607303088,
          1.3850414284316084,
          2.6373488727742203,
          0.7046546134307965,
          3.9840713884993217,
          1.4550035204289011,
          0.24561011486011258,
          3.4769812570227625,
          -0.6279104804128636,
          -0.23837627438339087,
          3.139685823919796,
          -0.5633136666846967,
          2.9585406951234345,
          -0.5288506589865909,
          2.7835719288530845,
          1.0557819597263056,
          1.3648773856222254,
          0.04919089598758323,
          3.0497254744837177,
          -0.14861163058155805,
          3.6533107252098382,
          0.2600322614356605,
          1.1138061764083493,
          -0.8069742881036662,
          -0.7564300530535493,
          0.7424169226101013,
          -0.2448367052649191,
          0.7310563334375985,
          3.372367665596334,
          -1.5971618308131916,
          1.1829952838443836,
          2.3733940595717864,
          2.2963253950463356,
          0.10429740845592682,
          1.7476679776816024,
          -1.5018502117731596,
          0.5203677288507228,
          0.571443124881549,
          -1.4413947105646723,
          1.2803205983678914,
          2.3557570856746572,
          -1.1511728669206507,
          0.2565641349963599,
          -1.9619729477214056,
          1.5418688832463203,
          -0.020852437909176135,
          -0.45115038604875324,
          0.5222191918111163,
          -0.9432927217191497,
          -1.938963251287801,
          3.564060959302543,
          3.0225350879671438,
          -0.9271798971784907,
          -1.2065373063237006,
          2.2972962739447698,
          -1.8649630166037023,
          1.5563683891918736,
          -0.3251945281483328,
          -1.2385120464826505,
          -1.7677249523349934,
          -0.8362759659317356,
          1.894553956029221,
          -0.4616620150886981,
          3.1794848422533053,
          -1.6906323199910491,
          0.005505622032524088,
          -1.300910362164526,
          -1.935396399231492,
          -0.7446489397224922,
          0.5541596946329306,
          -0.3873961247034007,
          2.097692504034565,
          -0.7634552694772839,
          -1.6602408045237222,
          -1.0204357457004711,
          -0.8077017123084806,
          3.2670921517360925,
          1.0097718943581728,
          -0.5637663812006519,
          1.587126501648147,
          0.6693205495736642,
          1.200003000764856,
          0.831079526443683,
          -1.334663845379044,
          2.5212749816010187,
          0.3857379913232454,
          -0.5031169901760656,
          -0.17334937243341358,
          1.9971081458302855,
          -1.3446989492697419,
          1.4708991123666726,
          -1.7635960509346216,
          0.7114520655802682,
          -1.0418782420750858,
          -1.1110547993143072,
          0.8260719594562532,
          2.013906484740861,
          -1.0789965826576364,
          3.5819888721638216,
          -1.3681425011403072,
          1.4838136803032527,
          -2.391302176139476,
          -1.6281046752230088,
          -0.3145970377832347,
          2.1552497640051853,
          1.5388261619072876,
          1.1906627479350262,
          2.5949578015518346,
          2.360084669742533,
          -0.9835392135295083,
          2.929759858085637,
          -0.2559266362146429,
          -1.3370167773944948,
          -0.7406907591669862,
          -0.3002182857623792,
          -0.4134189689955329,
          -0.5707932666978381,
          -2.5335338039624995,
          0.42262658670889985,
          0.3670194835152643,
          -1.5955404609926958,
          0.6127910572257778,
          0.544774952308901,
          0.2770848353725514,
          -1.5015321493996927,
          0.23613445345393283,
          -0.2827057407294246,
          -1.2919196870384533,
          -0.7488285136296595,
          -0.6152639536751435,
          1.7218547011385923,
          4.617975502315064,
          1.519652026620562,
          -1.7237687862965154,
          -1.3728073714989653,
          3.5534650194498143,
          0.43118537710620447,
          -0.8613180993434194,
          -0.4941525933567399,
          -1.9735153909366305,
          0.2497743977689476,
          -1.425119905221014,
          0.0811785833801244,
          4.397727187482155,
          -1.6890255933703326,
          0.7980160430936722,
          -0.7508036648199056,
          2.21743526390388,
          1.2440720720829073,
          -0.44541687545424735,
          0.13363591382787834,
          -1.8181302314431502,
          0.6324069905813263,
          -1.673473941944136,
          0.0020770481737850217,
          1.2094169059675695,
          4.140606534472795,
          0.5180337026490119,
          -1.6287356641485131,
          0.040821731037246366,
          -1.2908525108360578,
          -0.06285946774048623,
          -1.4814003552877577,
          1.0005735625748213,
          2.1535742989644047,
          -1.517673925583567,
          2.318236922160999,
          -0.9109290118478437,
          -1.090002680113582,
          0.052566304712758395,
          -1.2294975218815105,
          -0.14897930245040222,
          1.9148946903697477,
          0.2686505664847336,
          -1.3268587034231096,
          0.5351663487960279,
          -2.436727706231018,
          -0.8639835775905111,
          1.1381050917699647,
          2.0838337203765636,
          -0.26599413529031396,
          0.022052171049989064,
          0.5479448883456942,
          -2.3292619355436472,
          -0.9601728951478435,
          -1.46041599131324,
          4.0197669957695314,
          -1.2430966497381408,
          -0.8059986107782049,
          0.30400821527038224,
          0.268139140799155,
          -1.1621337968691403,
          2.6573599051876715,
          0.11936095493412409,
          -0.417975079258962,
          2.7731141875947545,
          0.022626671345057085,
          -0.4116434215291192,
          -1.3345780000850822,
          0.9797451247016818,
          2.771664581918874,
          -0.4384542122515425,
          -2.546044843885059,
          -0.5859168390456878,
          0.3200548136483155,
          1.7761186613209476,
          0.23725303756487276,
          -0.09315711532272618,
          -0.5529404225814984,
          0.9193405982584866,
          -1.8401169890846694,
          -0.5625063657657333,
          0.25176885439594626,
          -1.2074891399465666,
          0.8123114848573607,
          -1.943551920061922,
          -0.9374469961708163,
          1.868483365470191,
          1.6079561188645672,
          1.794034232346543,
          0.1670380829507578,
          -1.3550713477969516,
          4.918571390822137,
          0.14520886180362638,
          -0.8618689803110999,
          2.386998082581871,
          2.6985183929066476,
          1.9669867226553561,
          -2.447762008908055,
          0.6929952482250924,
          0.2835485805914773,
          0.2146737900597643,
          0.40919708662632764,
          1.565936727605383,
          -2.1811895036969147,
          -1.3304868526009892,
          -0.17778372423594144,
          2.5468776975402063,
          -1.2558892198077192,
          1.1555069627618055,
          -0.025515052518967605,
          -0.10407894991995081,
          -0.5252650196287678,
          -0.335118848560846,
          1.4983972739066729,
          0.7471760139554541,
          4.666145166134358,
          -0.7582612682729425,
          1.5097984932764046,
          2.1414767109427286,
          -0.7375563458629406,
          -1.9143381403889148,
          2.8171811372446687,
          4.762980453893852,
          1.4274577017977887,
          1.476766641770993,
          -0.8600576027181789,
          4.7052659970397706,
          2.162865719231579,
          1.096863263886554,
          0.18282837000056398,
          -0.6556468986449526,
          3.4868224244281514,
          -0.2095188201860563,
          -1.7488814519797005,
          -2.1660788999280043,
          1.576834083877464,
          2.0658736491263165,
          0.012182827123461611,
          -0.3740212475490401,
          -1.5526853349131775,
          2.4321173340155156,
          4.300529915361361,
          1.1920672933513745,
          3.089975117709537,
          -1.0033006509412388,
          0.388313954191126,
          -1.010924205588668,
          -0.15995114116720247,
          2.753877842418915,
          -1.3495759713708155,
          -0.5233212390958881,
          0.5663144262728554,
          -1.2167198435852498,
          -1.3911469950951227,
          -1.812885743259935,
          1.8858016321657671,
          -0.6011143343404042,
          1.3714991367523102,
          -2.182328321203945,
          0.483925424449778,
          0.05706634097933451,
          -1.127717517917397,
          -1.0634556734824199,
          -0.01717233490321805,
          1.3342841573275317,
          -0.0524555839545958,
          2.4653361760672476,
          -1.1764088941164124,
          -1.2847605014058348,
          1.4542343322889713,
          1.77621051714143,
          -0.7570359904177576,
          -0.34279077460026575,
          1.574223908134765,
          3.9143087925161315,
          -1.0376125380561965,
          -1.2550054881687058,
          1.8718511726941447,
          -0.8427509491913919,
          -1.177910181235986,
          0.8552466793731237,
          0.366008050658759,
          1.47672525022035,
          3.6417611026721506,
          -1.807901044873335,
          0.7075515425029814,
          3.7410259284650897,
          0.8170741520763901,
          4.060783041132125,
          -0.7685323891946256,
          1.5085676720375365,
          -0.2979826955954783,
          -1.2222675519336226,
          -0.08197734062486976,
          1.5137880110952955,
          1.5503105220968352,
          1.0220254157140372,
          -0.9386078286354678,
          1.7676038130229799,
          -1.2290366938864872,
          2.1685596461252707,
          0.5049759018773264,
          -1.4986033179313625,
          2.728624615403387,
          -1.353429282303528,
          -1.7204165623389327,
          -1.3009537278643437,
          2.959890218172955,
          -0.6149724792458304,
          -0.9916259158434813,
          -1.8202986049855618,
          0.034802263943982295,
          0.40010409852377915,
          2.092263860371037,
          1.1212894709612276,
          0.8304081837414123,
          -0.806736222973489,
          0.2087169440205152,
          3.301403867120865,
          -1.1171408088210035,
          -1.2632830906337948,
          -0.5987966950403543,
          1.4812294652693,
          0.3320319483541051,
          -0.1896057926623539,
          0.11655839775253932,
          -1.1976502450866546,
          -1.5224608640559638,
          1.2104136766597517,
          -0.49561847577004126,
          -0.40807458268180563,
          0.9149171936088577,
          -1.4785075170684396,
          4.038516957699431,
          -0.024835680307592086,
          -0.9671830028994753,
          0.3259947102322865,
          1.1943299658553646,
          0.31594759642132103,
          -1.5372771802958831,
          2.2892258248500372,
          2.2706819622832075,
          -0.677932186534709,
          -0.3713501834615181,
          0.5238600375966952,
          -0.39967012506328914,
          -1.3005662812757566,
          2.2340973305374243,
          -0.9648509896436107,
          -0.5673709034978379,
          -1.1178330129898375,
          -0.23299049817462955,
          -0.2280941484597018,
          -0.9676187026229832,
          -1.1993527097585055,
          1.2319208307065996,
          -1.2097976213524784,
          -0.10366228407366643,
          -1.1648396036274862,
          -1.6514979001470325,
          1.2357156384005858,
          -1.200163209032401,
          -0.8826488952673595,
          0.012530335444515752,
          0.03125719967104615,
          -1.6395674025157971,
          -0.8065983862985403,
          2.088803662241394,
          -1.697117472200753,
          1.6476767707318618,
          0.49592674397368375,
          -1.121840345588618,
          2.295743796162776,
          0.07638743951897183,
          -1.2768371108205423,
          -0.6450704327992207,
          -0.6832863669180895,
          1.4970636921861276,
          0.8831532092286762,
          -2.1440746556980117,
          1.5058510111828824,
          3.2946767018857166,
          2.799274612898185,
          -1.2896451243099274,
          1.0876159200462576,
          -0.7194972991869695,
          1.6898186096182635,
          3.835408989288613,
          3.252977523869237,
          0.23239536136811856,
          -1.7155957880073207,
          0.5220075692555489,
          0.9475163938680434,
          -0.7394761797733059,
          2.8948828073374426,
          3.508426128637813,
          1.0076553558120587,
          -0.6427748364753333,
          -1.5818662794646732,
          2.437089009212683,
          0.2622666053699663,
          0.9863271931644729,
          1.5773670689285075,
          -0.9439502453388774,
          -1.4173834679102795,
          -1.3137172104556796,
          -1.939509990815709,
          -1.3227655440693828,
          -0.8026981233466387,
          1.0640820225780123,
          -0.8189374785849588,
          -0.8950736913559637,
          4.019058878234961,
          0.8536544697550532,
          0.43688343884257813,
          4.539502067787719,
          -1.3548578330243137,
          -1.601483484341632,
          -0.8662454964351167,
          -0.6426255032759892,
          1.4250603010736533,
          1.7571759940909548,
          3.26785314831103,
          -0.6707911174399722,
          0.022871447278640995,
          1.785430178771199,
          0.40049738375104055,
          -1.5789740750364383,
          3.654104612154587,
          0.39680869961198406,
          -1.5643965273662128,
          -1.7461686349836674,
          1.4604944062038263,
          0.7624481212311685,
          1.1874003720307027,
          -1.730834939289887,
          0.6993356451195648,
          1.6377984819094722,
          4.813712020266553,
          -1.8242501724762572,
          -1.2234807325839299,
          2.259651301691061,
          -1.678577540534488,
          0.28816973582280425,
          1.7520767749870945,
          -1.8809423958624996,
          2.3174979690504003,
          4.956212118610448,
          3.019092009041182,
          0.10975825672745744,
          0.02376250703151345,
          1.6743084671186887,
          -1.4908945467779655,
          -1.4319284552697629,
          3.032658997135856,
          -0.5308436958780286,
          2.9934901589330436,
          4.613264470814163,
          -0.16889184307793,
          0.2296391486224278,
          4.579563608515965,
          -0.8120875653441406,
          1.8026538268897256,
          2.5861945973666614,
          -0.8858966812938258,
          -0.10615277572110232,
          -0.9440274298321764,
          -0.41296551466787346,
          0.3486987824343666,
          3.0576207744167374,
          3.8196773926035843,
          1.5741854163370668,
          -0.5517892569781242,
          -0.7020998480612891,
          3.050377824158352,
          2.045232869233691,
          2.8371345094766838,
          0.2543523063999666,
          2.3892229049242095,
          3.6031386413206983,
          -0.8431360078889728,
          -1.8128781825284561,
          1.1486123163932571,
          5.62211108264108,
          3.1224966920614214,
          1.8023761904236388,
          2.004550164709151,
          0.5350440036353846,
          1.4415361170539316,
          1.3608877953197065,
          -1.2124428876248665,
          4.193534032357512,
          -0.7628423046203009,
          1.2666195522085388,
          -0.03924686361135453,
          2.861285894488752,
          -1.4328181518176142,
          3.153016182526949,
          -1.5246932486352005,
          0.3788730975593167,
          0.2453685824370095,
          -1.053341666214854,
          2.9251190695438956,
          -1.050868247912186,
          -1.3402574619217136,
          -1.6059900571117889,
          -0.17089683874742428,
          1.8785596078764082,
          2.440236978637352,
          2.29314916174222,
          -0.06835910792915421,
          2.9211988552577894,
          0.4959136117443869,
          0.35212788246359983,
          -1.4447555333389244,
          -0.9592584970648149,
          0.09621915779785105,
          -0.41899328796531365,
          -1.379752957690979,
          -1.1774231624657179,
          1.4333477007418056,
          2.2613573356287353,
          -0.9706931718783096,
          0.4727663287894257,
          2.187190115064323,
          0.7155580073810394,
          2.022510689391811,
          1.255353040010306,
          3.87892430104546,
          2.2843674158047436,
          -0.7582398857353734,
          -1.3668490503697928,
          0.6378632864976507,
          1.311125113593366,
          -1.2077474570485116,
          1.6941858101052936,
          2.0411588297811307,
          -1.23896273550418,
          0.052278505612471604,
          0.549403680257612,
          0.3785397495659117,
          -0.04220192643991901,
          -0.359952620020757,
          2.3857564082760385,
          0.7338513236740904,
          0.32501136169200223,
          0.36343708713794937,
          3.5016068518382686,
          2.3627938417162437,
          -0.8444080147770363,
          3.427874372645752,
          3.5655788190175595,
          -1.579821304590626,
          -0.3958957602376396,
          1.8824634400192435,
          -1.2700939879937874,
          -0.3237378650766314,
          0.3672959147816361,
          0.1347397398893473,
          -1.5821099612939822,
          1.993971223207275,
          -0.41432678047787286,
          1.915586827104635,
          3.594201714506435,
          -0.469579290420023,
          3.680376909308952,
          2.01168073823244,
          -1.1712817295281623,
          -1.4886789243932501,
          -0.29675346132968855,
          -1.4934896221427778,
          3.2453237836414726,
          0.524938362183934,
          -0.8959789620706152,
          -1.113016844928116,
          2.097402761470421,
          1.3248685287941464,
          0.5752289550142591,
          -1.3956495384394354,
          1.8752245726853973,
          -0.9610442224232181,
          -0.9511480929054267,
          2.8165757942355487,
          0.894188773879196,
          1.3668552717856792,
          3.718961548453512,
          0.8062204710206482,
          1.740185885807498,
          0.4279733087172236,
          -1.471996254207565,
          1.4773383996690372,
          1.3302385398339505,
          2.3023142430709456,
          4.0205773700038865,
          1.9997229477546103,
          -0.29940997562157184,
          -0.19081844093217892,
          0.44785239182618414,
          4.788289548651734,
          0.6382812262950367,
          1.0274142539223627,
          0.9767991174321871,
          0.00597800048631943,
          0.9840376770483886,
          0.143087544856353,
          1.9409256046337808,
          3.335621584032797,
          1.2816307040702286,
          -0.3956209436019533,
          0.33257891465651834,
          2.7466755946658776,
          0.22583066373204447,
          -1.4436303297925823,
          0.47640608242541055,
          1.844925969654513,
          0.7865298872722521,
          3.914088054629829,
          -0.6717970102553286,
          1.9776865482118313,
          1.5030883463187668,
          0.4137028617828871,
          3.075653228750292,
          -1.4074281902092503,
          -0.9178416520623415,
          2.059974095689391,
          -1.90225014613891,
          -0.6215416685413842,
          0.1346711655394144,
          -0.15953868482469105,
          0.7211710664710972,
          1.6645347836701272,
          -1.1349702642766137,
          -0.5911976508876216,
          1.2244758139819156,
          2.4916125011036168,
          0.3360258219182245,
          -0.7361893760560101,
          -1.0027630822217486,
          -0.3466815820315268,
          -0.8345019960534213,
          -1.109734579022409,
          -0.6675165923615489,
          4.199832548538131,
          -1.1356547365869296,
          0.28541857891262873,
          2.300327658345015,
          3.298266945454486,
          -0.8095375746479023,
          -1.0276499654584443,
          0.299151843373403,
          0.6672016413254135,
          2.855469227059081,
          2.2591579035387817,
          -1.020903536019812,
          -0.5158774813761501,
          -0.11513829686068794,
          -1.0588260177729039,
          1.736533179622416,
          -1.3324408009940878,
          -1.3954345511662727,
          3.064087919173,
          3.2619776867803427,
          2.016628552350291,
          1.713300143232692,
          3.4723700168148888,
          2.131202056682958,
          -0.7765981321783416,
          0.4504482559679932,
          1.8977578207900203,
          -0.004382062150171027,
          4.07977293760083,
          -0.4431374336205135,
          0.8187289182032472,
          -1.4478325974641983,
          1.4770740882734847,
          1.4641609568987286,
          -0.45210071888335496,
          -1.6808532030915242,
          0.17618999125223403,
          0.7444123923063325,
          -0.5135584476575091,
          2.76182934373267,
          0.18878881679296006,
          1.0924159156892446,
          2.7833697804483624,
          1.6284736578097114,
          -1.5478305812934914,
          -0.7380695285417045,
          0.9496811854453864,
          1.532718955597046,
          -1.3253866927058098,
          -0.9624057965325432,
          -2.2354202157184178,
          4.006511116252915,
          6.983078359294961,
          -0.44885028487341094,
          -0.4248091019731775,
          -0.6010902551686681,
          -1.9169171529988343,
          0.5436845210332065,
          1.8798987255055646,
          0.5367951884948057,
          -0.21130475538559873,
          -2.147645381009131,
          3.429080618232223,
          -1.086882519860542,
          3.393165931839898,
          1.5870064462348255,
          1.9948465547252572,
          -1.1670629498089222,
          0.6667690600862349,
          0.5934435602657354,
          0.3895325208435391,
          -0.46716911278947704,
          0.6256964368099536,
          -1.1422464243054857,
          -1.0372912288299965,
          2.253757662749972,
          1.669441350513119,
          0.9417379594291,
          1.0659216834364695,
          -0.8372873429328349,
          -0.3986902212275276,
          -1.476225570800425,
          0.983448509729674,
          -1.8091706693546032,
          0.6367093629443942,
          -0.9456663400167513,
          1.5156895046459486,
          0.6715414807076547,
          -1.9140753926617007,
          0.4199208613552118,
          0.4939719533186009,
          1.4149518717098781,
          -0.3764780250361325,
          -0.8596470143032957,
          -0.17856013546517038,
          -0.24281774752617738,
          1.8379066758482028,
          0.8132333743362127,
          1.9611524675781917,
          -1.2082265408613588,
          0.22156989765679508,
          1.7317999647683464,
          -1.9184616024992023,
          0.6618470978726743,
          4.452830580295264,
          -0.7432240841440644,
          -1.4329019304406998,
          -1.5519775390245196,
          -0.8606859203390052,
          -1.0790982352197114,
          -0.6789858297976109,
          -0.016027472625205093,
          -0.4765204503706964,
          1.320844427032223,
          2.1373913815451053,
          1.4858645908389705,
          -0.5848956786643201,
          -1.2291468879574052,
          0.5791517112066746,
          0.11929332895673003,
          0.46005184916605274,
          -0.7984617388251137,
          3.2256636652042237,
          -0.5050669122064424,
          -1.8589676210989874,
          -0.46006630320641667,
          0.9127374326824722,
          -1.972134152720992,
          -1.0784192832398753,
          -0.2168928995305138,
          1.7034837929206037,
          -1.1501913932277752,
          -1.6381643065362286,
          -0.3003701321498535,
          3.3975032555122024,
          -0.9177213265940275,
          3.2181740285532805,
          0.6796101382961732,
          -0.14357639332059707,
          0.49856997036291545,
          -0.7771321844728344,
          -0.7382038575390082,
          4.984465993994389,
          -0.9832188712191583,
          -0.896135331390405,
          1.6070655385322083,
          -0.5379401445825178,
          5.711855308804473,
          0.6013824052845474,
          0.12180767468558543,
          3.344063382229636,
          0.22672573979782112,
          -2.1758056112923723,
          2.210158631428197,
          1.763045857129362,
          3.6390585749494297,
          0.0265423791024932,
          0.18311581564632157,
          -1.1051937687969748,
          1.4102629030664495,
          3.7582966434508323,
          1.3806920814658155,
          -0.4987255893002882,
          -0.37783038975463995,
          4.2984355699969115,
          2.1810825319324074,
          -0.8318318308047692,
          -1.9155965330855433,
          0.108513997281706,
          -0.9320970383699801,
          4.0080295974098075,
          0.7272452469256838,
          2.1090728960010487,
          -2.340614044617526,
          -1.8311374739783524,
          1.3051770266756537,
          -2.178457834207498,
          1.9520297852331603,
          -0.1372094944493936,
          2.645569538623342,
          -0.8006558206706128,
          -0.01192754173428627,
          -1.796118112948758,
          1.8779136254638882,
          -0.8006121736257651,
          -0.31999399640793635,
          -1.1285789931394556,
          -2.4452426469321553,
          1.3327449629096346,
          -0.7268937166330948,
          1.0922760200173285,
          4.942329724196833,
          0.015176291533367739,
          0.23222184554572517,
          -0.4547828397665022,
          -1.4825133810665054,
          -1.409706178170928,
          0.6620312851339687,
          -1.0046788967984674,
          -0.5297977224796105,
          -1.586608127958379,
          -1.54266295209506,
          -1.5990593653857683,
          2.9855547038956924,
          -1.2705513592309194,
          0.48769908024563147,
          3.2288539823952394,
          -0.8683084222848553,
          1.9148554582262927,
          0.08740266860910925,
          -0.9540156635296402,
          3.0927233481807384,
          -0.02911693899238665,
          -0.4934082099144992,
          2.8704831499898193,
          -1.2457577748996844,
          -0.7483075403084755,
          -1.2936283309185368,
          0.7456378923073955,
          2.6165795067071915,
          1.5023962252717142,
          -1.3452693730342078,
          1.8599361305255022,
          -1.3877059520544583,
          0.7645370038492457,
          -2.345861529082235,
          2.871576338106936,
          -1.8317185163163865,
          -1.582662631322088,
          -0.8319054223051849,
          1.097571088663552,
          -2.0681564668393326,
          3.3119707652974784,
          -2.043013717247513,
          -1.1644193857328202,
          -1.3709685107444205,
          -0.4402781297083912,
          -0.882392127532655,
          -1.5806066068859097,
          -0.2726382444910426,
          2.346558596359804,
          0.40011506609158876,
          1.3490819092147939,
          -1.6829917219676496,
          1.0314946112452772,
          1.2266663362555557,
          3.54205731265023,
          4.564717404462793,
          1.3187413950799214,
          -1.2109494177565217,
          0.4154551104578406,
          0.8404675290673023,
          1.9024249005174123,
          2.684581615790833,
          3.428602199269486,
          -1.1480711047460295,
          0.9663684690720681,
          3.5384502898225407,
          -0.3525404692038064,
          1.6625039239006087,
          -1.064483320124216,
          1.6051817305457152,
          0.2845114510355391,
          -1.3532361995607776,
          -1.3601087215276078,
          0.6712355827207765,
          -2.189953685556741,
          2.875872453104859,
          -0.15566589692991342,
          2.378870826071227,
          0.6680981888111744,
          -0.24614945392397722,
          1.0175104269759945,
          -0.44557246177091747,
          -1.3418438917413478,
          -0.9947688478098754,
          3.1387867060194585,
          1.269946686543419,
          -0.6754916750839348,
          4.910528027312938,
          1.884591080325129,
          -0.2831686493413639,
          3.9629337233963153,
          1.8894262749374064,
          -1.0088442602165753,
          0.6601123355674149,
          -1.3325288626254557,
          1.36882649726921,
          -1.5899702104337612,
          -0.8731978551386926,
          2.0432260957832717,
          -1.775305160415364,
          2.3582114329085804,
          -0.9255671780453785,
          4.66328172492815,
          3.599937250263814,
          -1.7426634941199517,
          1.5421076398494802,
          0.7415139550060369,
          1.7797464761901087,
          0.46857480242637417,
          -1.890968151641281,
          -0.4751710038466521,
          4.129007413702013,
          0.5381307533348006,
          -0.573331598243953,
          -0.12017008178626487,
          -0.8499721904103348,
          -2.0774946321210996,
          -1.1572708165490162,
          -0.23917504370883605,
          -1.0681302914571924,
          0.37736866007512504,
          -0.20120119281603707,
          -0.12639512918467172,
          1.03719085904042,
          2.486843401783006,
          0.6979674084368978,
          1.246411336430825,
          -0.8185741354292643,
          1.7377575757426027,
          -1.4986074263425384,
          -0.7370051666370601,
          2.6586151946119205,
          -0.48329771238784236,
          -0.5995186768050603,
          -0.38891728097087697,
          -0.3274908438986612,
          0.15062829680513604,
          1.6380026163812271,
          4.955673111760403,
          0.867678560453002,
          1.6017164299076967,
          0.1674067715183191,
          -0.404543946494254,
          1.0463718323863618,
          4.153959994722325,
          -1.54813292289111,
          0.3444366424185542,
          -1.1485413519346475,
          1.4520422570817564,
          -0.25615881312498967,
          1.165546668928604,
          -1.2596840376846528,
          -0.19462219752090676,
          -1.8415735130056348,
          -1.259376392158821,
          3.371415944576612,
          0.6487516219262043,
          -0.43871627470148933,
          -0.3547980291361668,
          1.4970095361464821,
          -2.0280337251519103,
          0.42277836497691945,
          -0.6972886221617385,
          -1.293305495302872,
          0.8693392544317741,
          -0.08779668805449901,
          5.552551490547222,
          -1.501071585598741,
          2.0547423797749085
         ],
         "y": [
          2.568435731782564,
          2.5665787872776082,
          2.3716186031532454,
          2.132868991300962,
          1.9448550793327506,
          2.37606774680955,
          1.8914073159913392,
          1.7519409024907002,
          1.7679493115461713,
          1.753400693596849,
          2.231901955186405,
          1.6828388358748514,
          1.909062186456963,
          1.727293671199006,
          2.118712988400272,
          1.9327927384858246,
          2.022080522792046,
          1.9492291775836397,
          2.070050801320262,
          2.2219275128418974,
          2.0248990224567045,
          2.195233798987487,
          1.9687289981203435,
          1.8673384279874707,
          1.8258281260575777,
          1.794740978394708,
          2.4539511945529497,
          2.123735229000242,
          2.0813578295178594,
          1.9979041419127737,
          2.2263490852696712,
          2.0949087148168752,
          1.5637427803064683,
          1.7608118769520704,
          1.2364857529321138,
          1.7464617472164408,
          0.7144335551362173,
          0.9883126688440123,
          0.3911582822548663,
          0.29144197305835734,
          0.7075012349091553,
          -0.0036167947599331615,
          2.0233512017714057,
          2.2929470285117293,
          2.4279226751420797,
          2.5188012312484864,
          2.499616324596868,
          -0.10160423028337802,
          -0.006706798388934911,
          -0.14756434422824075,
          0.6137693649853095,
          -0.7081630971616416,
          -0.6589849246890501,
          -1.0308096192271057,
          -0.9919383639268239,
          -1.3240545986573242,
          -1.066950470012248,
          -1.061569873020182,
          -1.1062920661416464,
          -0.2685650478649953,
          0.10097480108019032,
          -0.2878452546797981,
          -0.6725633044221635,
          -0.7781919697786672,
          -0.7643871424713544,
          -0.8958746031613337,
          -1.3437679045520543,
          -1.5055203630668805,
          -1.5361065971252665,
          -1.8681861598406013,
          -1.2442987662209193,
          -0.44857902793208815,
          -1.2199524861238191,
          -0.5162341193783636,
          -1.1171969334583993,
          -1.6186566866744658,
          -1.1950828441554673,
          2.605514557423936,
          2.240398288304795,
          -1.771886000403376,
          -2.0363415729561734,
          -2.3366695205983734,
          -2.8149462609557343,
          -2.8467617698833316,
          -3.0581941868311637,
          -1.6090546511953856,
          -1.0080222238055296,
          -1.8463728680715399,
          -1.8170503358477668,
          -1.7991414364354608,
          -1.581701753589676,
          -1.4606594698292994,
          -1.954060340418495,
          -1.847683823967204,
          -2.2449454827348365,
          -1.6089552309438724,
          -1.8654005235664533,
          2.310411987647578,
          1.8871964210347474,
          -2.6585211461141918,
          -2.6365300863527295,
          -2.66018814710059,
          1.9652506897354063,
          2.181359115756496,
          1.882551630972343,
          1.6865815901277736,
          2.143412120723992,
          1.9096175478311923,
          1.3917961148148448,
          1.7877761460507997,
          2.5889880293294696,
          2.270029831309173,
          2.7028790115053694,
          1.9846167065427542,
          1.764943924628286,
          1.6779772524029695,
          1.9559308903850043,
          2.60649087442404,
          1.786447751936485,
          1.7220198290999624,
          2.376967711104055,
          1.8213110867683766,
          2.520591911140789,
          2.7806299448562855,
          2.604728030560884,
          2.2214552246004087,
          2.296474443392212,
          1.9804622592258379,
          2.541467956887047,
          2.3398684188666965,
          0.9869329858506938,
          1.7835731942389332,
          1.673157622987264,
          1.4047275499548197,
          1.6508160501417224,
          1.0697499202490728,
          1.1240136554466102,
          1.8066377784509975,
          1.3654567806981235,
          1.807424300433139,
          0.5579662420676947,
          1.2478416826720704,
          0.9294996706523161,
          2.0123767856348302,
          0.45228018090609295,
          1.9804553933531444,
          -0.5932667520804878,
          0.3294522757384676,
          -0.12058009491888717,
          0.42747950841844584,
          0.2048311337225835,
          0.09965708694108055,
          -0.14409199272162834,
          0.013027116149297234,
          -0.27337244518458675,
          -0.011506139658210781,
          -0.5931245881991173,
          -0.5139086175661963,
          -0.7408901501390304,
          -0.5186771405466177,
          -0.26733910995350085,
          -0.1749603860846884,
          -0.48552223059341987,
          -1.1139296063269637,
          -0.9488439410089391,
          -0.9343969877281431,
          -1.0360888618715693,
          -1.2285885585633816,
          -1.2070414158560412,
          -0.9955442216098401,
          -1.2408030797988931,
          -1.6268860471722288,
          -1.1335485454409753,
          -1.061491961989157,
          -1.469270083780476,
          -0.9802119113421264,
          -0.6094605693524463,
          -0.7164619935286051,
          -0.8814249490482986,
          -1.4720455793764562,
          -1.2092695549705788,
          -0.7855296785612714,
          -1.0708826748443727,
          -0.4672234080180799,
          2.2112739546197284,
          2.464592502008944,
          -2.5946226966161974,
          -1.9857970217204355,
          -2.259075338748982,
          -2.093036952633888,
          -3.2489253926120054,
          -2.1737270886288824,
          -0.922958889978745,
          -0.9687898339897008,
          -1.3296661108081353,
          -1.8014942616446068,
          -1.1633291652962472,
          -1.8552125722170079,
          -1.5444698177096052,
          -1.9764916205847274,
          -1.5798525752767512,
          -1.163513646672521,
          -1.8486151787140312,
          -1.9574066205317409,
          -2.0105054833817313,
          -2.249070527853723,
          -2.0990392458737426,
          -2.2538876479309597,
          -2.2660883460386634,
          -1.747857127967942,
          -1.8563602072863077,
          -1.7656275164950797,
          -1.8183488305128814,
          2.3052017299662153,
          1.6026166576683571,
          2.382184861037482,
          2.2465021321326204,
          2.0440668731191134,
          1.946194154918786,
          1.464068506569729,
          1.983348632630287,
          2.3815830766975616,
          2.8220703364275064,
          2.2217531585870924,
          1.9742510595632021,
          1.8620585615924123,
          1.0736869480615947,
          1.5936554881619018,
          1.7153273596060838,
          1.8224448783919156,
          2.0013585713139475,
          1.8301166999346585,
          2.0845373868638695,
          2.060011539377875,
          1.3625595719929846,
          1.7237618193248363,
          1.5816137230722065,
          1.8688484583401825,
          1.8514387682370566,
          2.6018123356375398,
          1.5650857717297744,
          1.6350209314410524,
          1.586388229550674,
          1.508478994152936,
          1.2963155414644552,
          1.9096706687247247,
          1.7215152526822133,
          1.4424451524451247,
          1.236340777267173,
          1.8197829629127704,
          1.5085267555083872,
          1.0918075721947118,
          1.8644614936256731,
          1.7398402347936193,
          2.2821728061539175,
          1.5955479774053978,
          1.2224749634426144,
          1.9359908509137875,
          0.9970183755073356,
          0.41482384318528454,
          0.3921340624228859,
          0.17121068441167667,
          0.04581642690168831,
          0.031825155040919276,
          0.9605979483230266,
          0.04713150469375388,
          0.2719908815841767,
          1.3495400016205286,
          1.2852853598603082,
          -0.2379346431687758,
          -0.0039636111826195485,
          -1.0360057618349496,
          -0.8252791956097465,
          -1.3096255230225162,
          -0.7829035251254872,
          -1.1192922639336036,
          -0.9306646705070255,
          -1.673319404581316,
          0.27571658125269677,
          -0.9225213951919173,
          -1.390568807785059,
          -0.802197928584079,
          -0.39814774687454485,
          -0.7459210853766162,
          -1.323343982275102,
          -1.5700504163650961,
          -1.558336867742313,
          -0.771251027280875,
          -1.0740270851402292,
          -0.8700525754195185,
          -0.9314556183968387,
          -0.7039402330149064,
          -0.8852371144447584,
          -1.191999698422625,
          -0.5929818590237735,
          -0.6717951979486126,
          -0.8028968756499552,
          -1.305752255053171,
          -1.6342389961575756,
          -2.481548337528092,
          -2.275314907566919,
          -0.733840616997305,
          -0.8106400077581708,
          -1.5987711599887735,
          -2.0681465349281725,
          -1.034365681848548,
          -1.2196205205395105,
          -1.1717455139780408,
          -2.00960170006065,
          -0.8578866677243165,
          -2.428675643036008,
          -2.0105533911870874,
          -2.0324858435800692,
          -2.0601945277110816,
          -1.8974226648923627,
          -1.9687345364888553,
          -2.61156008857435,
          -1.797689918532389,
          -2.927743486164009,
          -2.348876938163583,
          -2.1066731839878847,
          -2.2349943649381587,
          2.100650506808646,
          2.4694298421368854,
          2.5497771417309982,
          2.654426595464498,
          1.9652319083635437,
          2.874184611430645,
          1.9238566331389733,
          2.7661095347401745,
          1.5355255648044177,
          2.1894230191655626,
          1.8790412002602017,
          1.7946770039317632,
          2.3376223992287137,
          2.3801283103776343,
          1.397345955413727,
          2.134555416933435,
          1.5815103578651948,
          1.975822183798666,
          1.4742054588918012,
          1.7622885371727646,
          1.3838743365750528,
          2.438432872768366,
          1.48598170266932,
          2.428139407464688,
          2.212765456183338,
          2.1455364811575226,
          2.4665026139798916,
          2.121739641148347,
          2.4742925962744904,
          2.794438379182377,
          2.5015450113401902,
          2.6413434404284795,
          2.60131122343273,
          2.7064955757162523,
          2.7614919476269293,
          2.4524628688112626,
          1.002239860245573,
          2.0106908708300475,
          2.2138153952130724,
          1.6719336055159626,
          1.3291426576654675,
          1.386180569417681,
          1.2735743561780368,
          1.869335840243556,
          1.510502235411474,
          1.5510405450302047,
          1.0996587457655702,
          1.111700868140764,
          1.5013183428114052,
          0.35569538602159184,
          0.3169580987033724,
          -0.14151292087239925,
          0.3947102124859005,
          -0.3349153141251873,
          0.40475839257650265,
          0.13562651419387536,
          0.5508905755688126,
          0.4642723738242051,
          2.2584701766959414,
          0.1694194640744348,
          0.6447291101963059,
          -0.14529119126995457,
          -0.15613145632533845,
          0.46910028619292377,
          -0.6958377975844935,
          -0.4823462293663425,
          -0.9497577188521068,
          -0.6812270596444017,
          -0.5950306267720193,
          -0.5833658167043173,
          -1.0131523949378616,
          -1.0918846535968412,
          -0.6863820857999366,
          -0.8883691847840351,
          -1.0037618200232352,
          -0.33152623838924267,
          -0.780900020726429,
          -0.9702696435214515,
          -1.3128209961829633,
          -1.2809885387719466,
          -1.214268386763538,
          -1.0795244809226063,
          -0.5888460260610953,
          -1.159543668489651,
          -0.18757865071547197,
          -1.544811841747292,
          -0.4827548214079221,
          -0.8944396936799057,
          -1.1657343956867452,
          -1.049846995058627,
          -1.385264090120088,
          -1.2370211625483192,
          -0.5340465834655208,
          -1.165512708560046,
          -1.3560534289495052,
          -1.4724157298056801,
          2.0592595857471276,
          -2.1573246076038117,
          -2.016707020808519,
          -2.4921457204391912,
          -2.3208895929664752,
          -2.464963738386962,
          -2.571714256608411,
          -1.1797961209096395,
          -1.0349663986956952,
          -1.3426540712650696,
          -1.842618470223676,
          -1.482277499682268,
          -1.6155010286761,
          -1.2736294069364484,
          -2.1155395472267085,
          -1.7332128619073843,
          -1.9741452574821343,
          -2.8958622863126537,
          -2.8689478521727083,
          -1.9937923724509108,
          -2.595690944393573,
          -2.7764857480938,
          -1.1883242505375653,
          1.6114655822271025,
          1.7659972788043041,
          1.6425581447819275,
          2.391884914676308,
          2.256468694455714,
          1.7228802725318653,
          2.0142881834913235,
          2.744346594439046,
          2.40681994470008,
          2.2314024541773185,
          2.8491105217677313,
          2.257435078723731,
          1.8140065339319102,
          2.5371049706110305,
          1.7363547284158896,
          1.7474383886293752,
          2.2451721583364965,
          1.7398657615666813,
          1.5381709016634284,
          1.4435693333156383,
          1.929910257449141,
          1.9636989209893283,
          1.996841688712491,
          1.6548098835865692,
          2.424784264535747,
          2.471843585357759,
          1.9798434371424138,
          2.716092647347049,
          3.0222834631763487,
          1.9031087315898763,
          1.8152454499302533,
          2.6528861715348704,
          1.8731755634624447,
          2.3110495926920973,
          2.0275488698119486,
          2.5495482319851837,
          2.0808819349329313,
          2.0042101572358844,
          2.2199892601207045,
          1.7223832760413171,
          1.9463223516881811,
          1.7916960044947496,
          2.325409337400553,
          2.5793784166683906,
          2.79049293476855,
          1.746960263776247,
          1.3910837104889866,
          1.6697132755160797,
          2.437411081203219,
          1.2599288002126308,
          1.5568030569760034,
          2.640579975583433,
          1.9683275586817852,
          2.1587378014683343,
          1.6239526013327437,
          1.7588343027828892,
          1.9759037770832202,
          1.7862766948878652,
          1.365357064394989,
          2.568657874720917,
          1.5434636746845132,
          1.7927151203737264,
          1.2641952245926502,
          1.8617967165257223,
          1.499112207249115,
          2.0582925253291298,
          1.3602770349093782,
          1.3825494678139574,
          1.5473439606974777,
          1.9572793863657163,
          1.5238713875259442,
          1.9795169697732393,
          1.2759945480055888,
          1.976621532054053,
          2.100609609135868,
          1.7319612943869789,
          1.2922014270100832,
          1.2504154163664343,
          1.906035435281497,
          1.812195065215501,
          1.4484282130517248,
          1.6598823975383905,
          1.7652109104160711,
          1.6548901192978767,
          1.4080521138222748,
          0.5268349875155649,
          0.7992380979310932,
          0.7680675036582545,
          1.8181961154316777,
          1.3593267857051994,
          1.8955832783080775,
          1.397603171801747,
          1.134515400128661,
          1.8819305167466813,
          1.446705243769978,
          1.3771982174068855,
          1.5131129198734747,
          1.428882019287421,
          1.7489718913234737,
          1.5467831969617227,
          1.2343827287384908,
          1.1001812514686702,
          1.287795240423685,
          1.8003056114076061,
          0.7491365998122604,
          0.1840630525705823,
          -0.09614646223173842,
          0.34384820857609466,
          0.08673786922356637,
          -0.40872999775887037,
          0.5464450179068268,
          0.6430160427758502,
          -0.08456103573148728,
          -0.5169787698305283,
          0.025312265883578083,
          -0.0036261367705274225,
          -0.06769608510996344,
          0.24554496170677256,
          -0.21651915565115093,
          -0.30420742674606954,
          -1.0347527000115262,
          -0.1477540134951224,
          -1.4323288963595466,
          -1.292823100017973,
          -1.3858679229006736,
          -1.0226452497341028,
          -0.6317299533261838,
          -1.1880226030777694,
          -1.1348858699779405,
          -1.0501504451379555,
          -1.4532866217140457,
          -1.7037423421761562,
          -1.6655901672061901,
          -0.3881433593738656,
          -1.4912676238045868,
          -2.012911740077956,
          -1.4238448434802748,
          -1.0669028692010156,
          -1.1935597808463096,
          -1.633592513385899,
          -2.049694154982103,
          -1.5504079949009395,
          -1.2061753318385187,
          -1.235678137668824,
          -0.7870454859490438,
          -0.9318085801939564,
          -1.7764226866735056,
          -1.0400407576065842,
          -1.3355028619623646,
          -1.433979769006503,
          -0.8740331397771097,
          -1.558493301756394,
          -1.5093768644425647,
          -1.1913419158214629,
          -0.8038088036129348,
          -1.593845216893792,
          -1.2123098946302016,
          -2.539605135200042,
          -2.0339660310652374,
          -2.72391329669858,
          -1.6672162750397748,
          -2.4706271875289834,
          -2.047590610164912,
          -2.431359241395302,
          -1.8608863771558122,
          -2.2329000732287345,
          -2.7620112682799083,
          -1.806363579700526,
          -1.4114832801376227,
          -1.7268012304088556,
          -1.674106141864438,
          -1.6641152457303485,
          -1.354344945928395,
          -1.1718029846399824,
          -2.153437804934726,
          -1.4611538508423267,
          -1.7734403626330824,
          -2.1948441395510954,
          -1.7887195142332066,
          -2.0724221080274714,
          -2.1210239159400346,
          -1.9186920546928268,
          -2.1563237304323093,
          -2.4608253218879494,
          -2.6927728654802547,
          -3.216095520586308,
          -2.9969104620404057,
          -2.8026865564705377,
          -2.714797771441874,
          -2.9252333533052184,
          -2.3287820946366957,
          1.6881671353234975,
          -2.6942102076439567,
          -2.3412043287495585,
          -1.8247671374231025,
          -1.8184924497711128,
          3.3863259918538913,
          2.293133044142769,
          1.8448684304461727,
          1.946664784187988,
          2.5783864364694797,
          2.0262581912699167,
          1.4209746306264575,
          1.7614925566320014,
          2.148658074978476,
          2.827745885852245,
          2.213431986105222,
          1.9113443520628133,
          1.5778432618170175,
          2.3998848551297223,
          2.062665616242385,
          1.9900374444814433,
          2.1083496268807114,
          2.04428693469243,
          1.8358161627756395,
          1.8815866075448822,
          1.325940827877172,
          1.5151951991262864,
          1.5325397117384671,
          1.6340546070447983,
          1.185754721080369,
          1.391621888579791,
          1.1413494432905678,
          1.6536151699852442,
          2.1673877199417007,
          1.510447070886653,
          2.2784823710976565,
          1.9771107892417121,
          2.864764552741706,
          1.2933152557433072,
          1.2973750660705514,
          2.083596166593946,
          1.2451737932832916,
          2.0542790833635105,
          1.6410664931960044,
          1.836638720624849,
          1.6481122831686477,
          1.2469415826715788,
          1.8390555787784197,
          1.4886177944395775,
          1.5247599310118691,
          1.9518959854315703,
          1.4673696516569092,
          2.1054267633962636,
          1.019510466295868,
          1.6181579633502945,
          1.113938769535141,
          1.6399445096463636,
          1.5598797050404933,
          1.5334727921717217,
          1.8689708601341903,
          0.9981857149625105,
          0.8539971255673345,
          0.8306959787249213,
          0.9577740205140323,
          1.1072390159475356,
          0.3936966448123591,
          0.11111529797868967,
          -0.16886152857408357,
          0.1190275277334631,
          0.17172496239787488,
          -0.13521163143161835,
          1.0501666822372473,
          -0.3863285079547333,
          0.04163651457757069,
          -0.3271474242320013,
          0.13119034872956153,
          -0.3546711463062018,
          0.4576909869341856,
          0.7572139552174714,
          -0.9406902220611226,
          1.8318191714255385,
          0.5524841432219293,
          1.998968572856362,
          -0.6989267789578474,
          -0.4583197235816809,
          0.041426913423105095,
          -0.7928161849432156,
          -0.01260659416798563,
          -0.27731061093304754,
          -0.5543797367377216,
          -1.088442277489091,
          -0.8818840704454443,
          -1.3530757695272342,
          -0.4669772904442248,
          -1.0551871859188307,
          -0.9383004573686289,
          -1.1483545011534155,
          -1.1901960642242122,
          -0.9609310616081326,
          -1.0424395182554658,
          0.011195148798689391,
          -1.619622495900267,
          -0.7874904453402036,
          -1.6544169832592535,
          -0.4193032434135937,
          -1.9350714915357128,
          -2.0719395820516504,
          -1.7842124594650646,
          -1.4465501484681158,
          -1.2908919409414585,
          -1.250890131533329,
          -1.7265050000060609,
          -1.270399089666308,
          -1.3206717199774618,
          -1.1705750577232568,
          -0.9981245963215748,
          -0.954710270044076,
          -0.8754484755537558,
          -0.9208125255315163,
          -2.425713006467185,
          -2.470261458925848,
          -2.5801969762282813,
          -2.215006657228411,
          -2.2428722655252993,
          -3.2985151066464637,
          -2.812401123639184,
          -2.8854919302257573,
          -2.3874496436758097,
          -1.872572998798178,
          -1.5324051542571926,
          -2.0195118920244965,
          -1.6791066526708853,
          -1.4594180739305471,
          -1.7874800566368587,
          -2.27890660479205,
          -1.565211428868427,
          -1.5565297065519539,
          -1.119976262247628,
          -1.7972950982814149,
          -2.099482823963048,
          -2.1365972457238103,
          -2.3572963743840787,
          -2.2181974372622966,
          -2.5789865502330627,
          -2.4423792901964974,
          -2.8236277039158915,
          -3.2288999741041553,
          -2.315276855257466,
          2.6005935622806886,
          2.330630383634103,
          1.865918416252009,
          2.007063115158683,
          1.6651067199848055,
          1.9285243954400408,
          2.61046070285679,
          1.6953638344879947,
          1.307516830918947,
          2.199649194627978,
          1.4682528558166266,
          2.222580187304688,
          1.907240697293108,
          2.6999872635825284,
          2.30848313798442,
          1.5120027284710738,
          1.4946959874380836,
          1.76082975709174,
          1.6091935688625698,
          1.6415482187963055,
          1.5089290895082006,
          1.0594792398093706,
          1.2844081909348595,
          1.2021403970542452,
          1.5379580425602744,
          2.4540323920549136,
          1.6441852579771303,
          1.8867182525703436,
          2.0247730952119922,
          1.8370422476596282,
          1.4501848595225044,
          1.6812644420757954,
          2.007999437307606,
          1.6709606764354699,
          2.1254643653545067,
          2.6434914502497833,
          1.8133809148828834,
          2.4775973806854323,
          1.759373912410731,
          2.1349663817510445,
          2.1689697463246924,
          1.3819989964939112,
          2.035000663543435,
          2.081884759065099,
          2.429460352525271,
          1.69072568380485,
          1.5055047398367833,
          0.8373163922405038,
          0.991780351484021,
          1.189012018521283,
          1.792909575519463,
          1.7486228462214883,
          0.9000697905031457,
          1.667378441082624,
          0.8480580200686909,
          1.4154016458582257,
          1.4350079344607867,
          0.5285045960438041,
          -0.5767772890773587,
          0.10511340464457111,
          -0.09770099433415796,
          -0.04539404824115378,
          -0.09385840874980156,
          0.4443896727892727,
          0.42184144166406373,
          -0.4086081945879989,
          0.015096146375487743,
          -0.33813902068247076,
          -0.20127833067276882,
          0.027481726787847462,
          -0.7552761155572161,
          0.12380033992891709,
          2.0607555933589747,
          0.060940374622111514,
          0.257282260191427,
          -0.5163881450397886,
          -0.4705687708216227,
          -0.3711713702628494,
          -0.2981264789852989,
          -0.09104936871645153,
          -0.3416537639729075,
          -0.05121507476575881,
          0.46845685614434146,
          2.312762325005798,
          -1.0708119906052893,
          -1.1011388186768094,
          -0.9459828042960934,
          -0.9980641737510189,
          -1.5872824917464792,
          -1.0724317116972675,
          -1.6595408210874543,
          -0.8686321915964561,
          -0.8044352679888944,
          -0.9990326409850226,
          -1.5121317985145257,
          -0.8139763793099059,
          -1.4801098686630065,
          -1.3983475680247701,
          -1.419618656777774,
          -1.575643923485651,
          -1.2183590007949303,
          -0.9387003784430814,
          -1.7313816667969468,
          -1.1812850757193814,
          -1.454686166895985,
          -1.6146444335292873,
          -1.4379888699005332,
          -1.8011494241130108,
          -1.2717462216254596,
          -1.4170542025309445,
          -1.093932588948783,
          -1.4028624259317395,
          -0.9528345813837985,
          -1.1373411629067238,
          -1.1655393233972966,
          -1.2013232474456856,
          -1.419266497125489,
          -1.6647538027950937,
          2.1316580279503405,
          -1.6825476794272571,
          -1.8284757419545177,
          -2.3771179147518198,
          -1.8915656519210613,
          -2.2053005531959387,
          -3.1104303605718693,
          -2.4118685125915817,
          -3.1084689723479153,
          -2.95752140548332,
          -2.734649094072051,
          -3.0332717586044966,
          -2.0716561442174464,
          -1.4905668551650764,
          -1.7682624236821647,
          -1.7689327412846172,
          -1.6763272771708513,
          -1.4256515961582015,
          -0.5591075484616072,
          -1.8241063711481011,
          -1.6047427199470523,
          -1.9151429934353652,
          -1.2739997985397453,
          -1.9831158010699657,
          -1.9741472125639778,
          -2.2204502850253878,
          -2.1363266434695998,
          -1.9469549230782963,
          -1.7452846612039619,
          -2.5286758669025837,
          -2.7982264488932835,
          -1.9808350713216811,
          -2.9396457543239047,
          -2.6562800224016683,
          -2.0513932586319448,
          -2.593329643627984,
          -2.5442409202625993,
          -2.65813660319038,
          -2.410497375396997,
          -2.0868506794350363,
          -2.2493301015923417,
          -2.245060340036251,
          -2.349343091253788,
          -1.913993645777363,
          1.455755811184131,
          2.464534968257941,
          2.1902636282283856,
          2.4352830198464446,
          2.266892152091951,
          1.130523546372631,
          1.6228993437886252,
          1.7057757756115757,
          2.572634805591089,
          3.13102841964993,
          1.695340086098669,
          1.7917752988401743,
          1.7494479845032733,
          2.141809860390156,
          1.949909807771888,
          1.4977077481753294,
          1.2984633089091178,
          1.7072041725714822,
          1.8271505358505662,
          0.9446629084407214,
          1.6179696130401708,
          1.304249179091164,
          1.4210506125299796,
          1.4255326519793825,
          1.7973519341115296,
          1.2034331768508144,
          1.3302651073656973,
          1.7863076585637077,
          1.997080558300377,
          1.7690617885316557,
          2.081831478325798,
          1.495702100257229,
          2.0990642068118834,
          2.209577465050877,
          2.3694620330672818,
          1.446756131243041,
          1.312453240289992,
          1.8455464580492338,
          1.6127149253781692,
          1.9527882410560518,
          2.021802801998817,
          3.01332631917022,
          1.4141499073946098,
          1.1736506721745694,
          0.9983205185277267,
          1.3181611188905942,
          1.1858613280402555,
          1.9961544400274804,
          1.2784639568145983,
          1.6990706854011053,
          2.1510574675367677,
          1.976935350801371,
          1.7422972638142988,
          1.7546070288953552,
          1.0889738243920932,
          1.0789185484637733,
          0.7366419600365596,
          2.0985160972072427,
          1.4248665474194044,
          0.6083019991236649,
          0.5396769121759419,
          0.2734602450600286,
          0.25887561447603674,
          -0.345721863639534,
          -0.13411047239119905,
          0.5922403942452005,
          0.16693008336097648,
          -0.07864978585950341,
          -0.22399422158061208,
          0.5281147550324613,
          0.36001484492209557,
          -0.12793891501517943,
          0.1715666901698632,
          0.1433625961032128,
          1.218038907669015,
          0.5072879547495562,
          -0.0026074374059857934,
          -0.04827056593162915,
          -0.7617594902158181,
          -0.5068034863212688,
          -0.132661778170842,
          -0.48204496022273063,
          -0.9366348105065421,
          -0.3786166735059182,
          -0.33761527210517567,
          -0.16767295478353386,
          0.07878558849637464,
          0.2727315566969921,
          -0.42374806021667816,
          -0.5440152128946402,
          -0.8623671498412351,
          -0.8822575924930225,
          -1.5167171924749265,
          -0.9234428189639133,
          -1.0926942259185266,
          -1.417011479481239,
          -0.7389351827034911,
          -1.133235140077912,
          -0.6763969248664674,
          -0.24735651024155592,
          -1.4286565176473516,
          -1.312267241095385,
          -1.3093626666391558,
          -0.8127271943777481,
          -1.5310179670634145,
          -1.6711266086677854,
          -1.6186427356174293,
          -1.9088731130231988,
          -1.7033097208962513,
          -0.8519102242745283,
          -0.9035861133098052,
          -1.4652940725549586,
          -1.0835419398925585,
          -1.6249242125574055,
          -1.3236366833970246,
          -0.6750828278806027,
          -0.9745463007345735,
          -1.6722188376290743,
          -1.0450640100627355,
          -1.19273182794361,
          -1.2663127569169776,
          -1.1306628684134379,
          -0.4943606550818925,
          -1.2856196452885755,
          -1.219723020884473,
          -1.141060832143472,
          -1.0735704560965462,
          -1.6427957561931807,
          -1.135139168469241,
          -1.3326780605852164,
          2.050965829932437,
          -2.7149770858927575,
          -2.3302423758956765,
          -2.1069181637339556,
          -2.267771350770762,
          -2.118899675338951,
          -3.040658942593674,
          -3.1047815665524996,
          -2.5179452445489745,
          -0.9454728702950336,
          -1.5755311612834875,
          -2.3169558241389785,
          -1.3761732239321052,
          -1.362264269687807,
          -1.6106105693254231,
          -1.510389590824016,
          -1.4119433549287428,
          -1.0090985230774854,
          -0.9698232634877842,
          -1.1120032307581151,
          -2.123952590010078,
          -1.9914690649767914,
          -2.3588496096989213,
          -1.9114154853361716,
          -1.6533905721874202,
          -3.1927851011734685,
          -3.238068711292536,
          -2.877088270265212,
          -2.474818651337741,
          -2.8600311356770223,
          -2.674598446753763,
          -2.379699573694317,
          -1.7929063658507245,
          -1.5856110085890376,
          2.5218032055663504,
          2.0522203437699322,
          1.7619682610808118,
          1.7111491288941358,
          1.6383548972095165,
          1.3859383749225638,
          1.6882942934869265,
          2.0328271890865928,
          2.0295142581654124,
          1.5995426689198355,
          1.6209442515472325,
          2.13482972611951,
          2.20919405618876,
          1.4671369427253642,
          1.6131321335786997,
          1.8106719016977795,
          2.324816260039925,
          2.0577500359483802,
          1.6377177675384462,
          1.0190892800101694,
          1.133821570076176,
          1.8923191894701652,
          2.8844074979909995,
          1.7951686943884853,
          1.6611029612665118,
          1.1190334769600743,
          2.139214005139055,
          2.258011760931038,
          2.3357986850514894,
          2.3905697411285853,
          1.8951972555576877,
          1.8227998280031157,
          1.414844612855666,
          1.9469925570648199,
          1.1554360082810924,
          1.514173176416776,
          2.5418305036247864,
          2.063338687066157,
          2.594539715562539,
          1.913583617325527,
          2.1697191120704544,
          1.6308209738946557,
          1.8704639969277779,
          2.2721454265267207,
          2.162547253799323,
          2.625567958863317,
          2.077464959844242,
          2.3382412419149605,
          2.5244345640541592,
          1.6059665994853896,
          2.0297126400181233,
          1.6561629236808166,
          2.7275798724244664,
          2.434545921183792,
          1.9755415862560548,
          1.892790649154283,
          2.659139944341542,
          2.3756281291861145,
          2.097388916683988,
          2.6936958928864487,
          1.7510867934573013,
          1.5962574731034167,
          1.8625269602207613,
          2.4673692713853272,
          2.3190995565805994,
          1.97794202340639,
          2.1109094943438054,
          2.1381791163431894,
          1.927945463318787,
          2.751047820349387,
          1.5469418614628816,
          1.632363646223448,
          2.101238167079521,
          1.0636568054651445,
          1.8843108613322432,
          1.208893968469252,
          2.0232739034665097,
          1.7969010546856499,
          0.9603280031996009,
          1.9423999903666267,
          1.5023428213340118,
          1.4927405458878695,
          1.5975329978630546,
          1.3877132137739616,
          1.5650177912329677,
          2.339126369213326,
          1.9424062309838739,
          2.1987223065875297,
          1.8480956376407287,
          2.1882542142947745,
          2.265348257055165,
          1.8678242246013217,
          1.381310667761005,
          1.9930988525672473,
          2.122273115587413,
          2.2317092039674704,
          2.357426399237317,
          1.9658937247084252,
          2.1489447922394067,
          2.319254039491384,
          2.3752612484552387,
          2.568585826188529,
          2.043060105775575,
          1.9770250050208904,
          1.992648091889835,
          2.119229753388404,
          1.957798270009413,
          2.1807844349728676,
          1.9631667485320428,
          2.005167849239285,
          2.02870662903534,
          2.681688162051184,
          1.716113576995483,
          1.8113551625500575,
          1.9933419147449962,
          1.245751755619857,
          1.9336298164821066,
          2.147311223994005,
          1.1969077632545448,
          1.27516793985369,
          1.5546966995330438,
          1.2642128728095097,
          1.0666522560964065,
          1.7729859489601607,
          1.540736542188351,
          1.4929719330103604,
          2.373959574635499,
          2.196986826252987,
          1.1652386193702438,
          1.320028315253836,
          1.8524427725943051,
          2.4304826942083513,
          1.7872808703236576,
          1.2463079850896035,
          1.306124352253604,
          1.5112614586086002,
          1.748209405670813,
          1.6019538145920125,
          1.7396345382887035,
          1.7402980244525843,
          1.9777678254611846,
          1.8660562441893198,
          2.1443234166573233,
          1.3151302158370173,
          2.072494354587148,
          2.173619842303035,
          1.8591962778011075,
          1.3682053313409963,
          1.2457325497154286,
          0.6796088697016636,
          1.3683016648996655,
          0.6208832487049116,
          1.2705395506904678,
          0.020182148987884896,
          0.28920218737951914,
          0.45708853295947866,
          -0.25917326401861357,
          0.2735399149400542,
          0.2689527766343153,
          -0.41661468171367133,
          -0.020371859308661623,
          -0.021778291382313835,
          0.19481602634956355,
          2.2818667659687475,
          0.2905350961759729,
          0.42923902441655526,
          2.3333515232282798,
          2.142278052557191,
          2.3497622314649194,
          1.9286747949694063,
          2.237637631008668,
          2.29169313399167,
          2.663796295630611,
          2.3169013416733257,
          0.2678248478361926,
          1.433159511000562,
          1.084101301335076,
          1.1465734942002022,
          0.30220723467165844,
          0.3571541460977953,
          2.268957319905351,
          2.054207454069769,
          0.5160200439024094,
          -0.38281601231323126,
          0.02155775426986991,
          -0.15731531840084947,
          -0.19425250459657956,
          0.1676129627765168,
          0.43243434344192927,
          2.9078631221716273,
          0.6129764557244427,
          -0.12140394332088673,
          -0.12552204856264598,
          -0.31913704384756003,
          -0.24118322439848164,
          0.146377347944094,
          -0.1145262991624786,
          -0.14425601513290998,
          -0.25350419928361645,
          2.8475026159789665,
          -0.7929718267798429,
          -0.33252853540184096,
          -0.33828419114737357,
          -0.8568296321216098,
          -0.2333756931290794,
          -1.0192616564672443,
          -0.5198803558146615,
          -0.8936818764144797,
          -0.9785622052065418,
          -0.4426380176467266,
          -0.19722311697377334,
          -1.5209473356787364,
          -0.37703963946808117,
          -0.18726007074821951,
          -0.2544967369180609,
          -0.991839723795583,
          -0.8975802639000727,
          -0.03357858755940331,
          -0.9527630150128494,
          -0.6497480433240425,
          -0.7652929269519754,
          -1.0639689120243476,
          -0.5932960751657215,
          0.44183500136603876,
          -0.9208096502120146,
          -1.4389480286125624,
          -0.5433077916370456,
          -0.8189762428929925,
          -0.33169828397437934,
          -0.8924992301490337,
          -0.8209725688484263,
          -0.8308463165512906,
          -0.7442982455047665,
          -1.3060397223494404,
          -1.223626625421248,
          -1.0725420557114227,
          -1.8667408748595993,
          -2.118318806217694,
          -1.712708103721579,
          -1.5383015156250508,
          -1.5103340598716275,
          -1.776855114093349,
          -1.3216856838923707,
          -1.1017717983476452,
          -1.449214337696462,
          -1.2274788773554595,
          -1.675062246736153,
          -2.114774615973718,
          -1.2378942823510712,
          -0.47055405232936987,
          -1.644295027584892,
          -1.2342273777816537,
          -0.8837620445158078,
          -0.7424341579410954,
          -0.5271600160255164,
          -0.7692845815292085,
          -0.7984163405974702,
          -1.1602031986862236,
          -1.2523415556314872,
          -1.2266455200114212,
          -1.397553071936104,
          -1.6547036605277012,
          -0.7433586774165252,
          -0.8251669462975681,
          -1.5629268833529537,
          -0.6805849475491225,
          -1.0904197641021693,
          -0.9953342521931567,
          -1.0929091928425907,
          -1.0360986122110407,
          -0.8100111690642036,
          -1.353933805860249,
          -0.7301333104321028,
          -0.4972358008074101,
          -0.9087675392736605,
          -1.1539306428962288,
          -0.8765199996824762,
          -1.1811399747982536,
          -1.4671500653120488,
          -1.3029901362542011,
          -0.9923415221918255,
          2.3662759347697326,
          -1.4680690854106075,
          -1.8078177268462574,
          -2.628508927151249,
          -2.2584730692258494,
          -1.7127770412483516,
          -2.1432594876735194,
          -2.5292561444443384,
          -1.6871882901208146,
          -2.099094512495066,
          -1.9622281834435054,
          -2.2814860121701996,
          -1.539360433033817,
          -2.740003244481114,
          -2.556385522903404,
          2.419121798167129,
          -2.3468778491152196,
          -3.0793768007108575,
          -2.9379614957432367,
          -2.3720967875707637,
          -2.929461222471301,
          -3.3974659274943395,
          -2.3684905602009647,
          -2.9352714529274615,
          2.177869952240061,
          -1.4908934595889727,
          -0.679505368288927,
          -0.8522248741080888,
          -1.5117501085490774,
          -1.449163131174397,
          -0.7748908125292896,
          -1.6073935336257503,
          -1.8815802267523447,
          -1.8104167601301648,
          -1.8540103479913117,
          -1.0926765902662638,
          -0.8919260854455305,
          -1.5107919548101068,
          -1.5547247964338895,
          -1.6743268211237485,
          -1.5278944881285732,
          -1.856163561027298,
          -1.265384123611846,
          -1.6015203960144655,
          -1.3020707484978504,
          -1.017975596766403,
          -1.5276062155801586,
          -0.7904905738495054,
          -1.0219933708286444,
          -1.040171445960469,
          -1.295606505596922,
          -1.297058400823271,
          -1.4819137119193218,
          -1.3641301239656691,
          -1.7972558458306098,
          -2.382762712883238,
          -2.141651288451983,
          -1.7910222389811834,
          -2.2708479961518706,
          -2.133535548999929,
          -2.2053121900606163,
          -1.6304714842033927,
          -2.3667506571290353,
          -2.0660321982920586,
          -2.8985377439675313,
          -1.8100937331516709,
          -2.2497155419356827,
          -2.572262056222776,
          -2.2672170573605053,
          -2.1640113092855677,
          -2.869175836531549,
          -2.600641603365587,
          -2.1716590507139983,
          2.1380581587684926,
          2.0366364035898568,
          2.1605017117047964,
          2.1974545966298313,
          2.504209809937531,
          2.018131358716052,
          2.369975922637376,
          2.267735005762636,
          1.9271324585694192,
          2.0291374960775226,
          2.621758027669153,
          2.6941844235309027,
          2.1194691483276156,
          2.1021598635534384,
          1.8617509940861967,
          2.619358553766298,
          2.218819748635415,
          2.492794016657065,
          1.9823944012249333,
          2.3598996255761007,
          2.1928004496874514,
          2.71158729405768,
          2.27320518769434,
          2.335809125797026,
          2.350912519113038,
          3.1088985707076615,
          2.6205041173360737,
          1.3447582519436563,
          1.7426257772627007,
          2.003439743437682,
          1.9326035587120596,
          2.2498905452039897,
          1.8004068018693742,
          1.6499529403802184,
          1.6595778502767542,
          2.264522500844158,
          2.2823824544263727,
          1.902987907033488,
          2.095771850508555,
          2.500179618854353,
          2.0495333953924293,
          2.205424608488317,
          1.7446078619940497,
          1.5881586358479782,
          1.9327155563308556,
          1.1193753304399825,
          2.0516232608419176,
          1.6342616264665175,
          1.2772240601119942,
          1.5055908854702198,
          2.682918171492131,
          2.003131828672754,
          1.663792737575364,
          1.950810561876576,
          1.5306489214229746,
          1.5031000040061193,
          1.7016716070912323,
          1.8370440206192766,
          1.6709356468264829,
          2.7377778588920996,
          1.777617984072929,
          2.0275234610338146,
          2.6657976699715165,
          2.3583853109780057,
          1.4604122166490578,
          1.9702981290420563,
          2.19192601906111,
          2.0612884054615677,
          3.441594057002567,
          2.3751000343409423,
          2.4003894405857142,
          2.2749779397447645,
          2.578326168706633,
          2.3120261148785217,
          2.3730803109532586,
          2.8578940311150878,
          2.28008533857885,
          2.363498061508321,
          2.423073280676702,
          2.1734152370066178,
          2.2640365295377554,
          2.40069403795333,
          2.8850776649801495,
          2.519431647815392,
          2.608325900893891,
          2.4789252135977726,
          2.299736105684132,
          2.3363199836156046,
          2.594167197526821,
          2.7997235075726685,
          2.384168511764514,
          2.1730786142047265,
          2.379585198750736,
          2.6196630717418268,
          2.2310974997086905,
          2.463324221988854,
          2.026930407686156,
          1.952606286999331,
          2.1393993480546585,
          1.9411557391120007,
          2.2149863378755925,
          1.1247189683577647,
          1.8490087343423331,
          2.2502036227833386,
          1.904881428492441,
          1.2219411441358687,
          1.2742788004266559,
          1.431862855926008,
          1.096354739096812,
          1.080119618666861,
          1.586982633342208,
          1.4916304114474639,
          1.5489632245646787,
          1.3282740904319081,
          1.2413180291299737,
          1.5355651709970384,
          1.4038946572426372,
          1.151932469554786,
          2.724219832520712,
          1.5739416594686177,
          1.6431226688435956,
          1.8240312106751195,
          1.3640587172140632,
          1.6204459417287793,
          1.3136062436493048,
          1.470529067827564,
          1.7522210475583222,
          1.1358656942524075,
          1.5805841431210668,
          2.1936674320438083,
          2.28950449850824,
          1.794116870429179,
          1.1272303026167585,
          1.66564461161524,
          0.9683581812348837,
          1.200868530572097,
          1.4329161985193908,
          1.099652476327755,
          1.0186956017279032,
          0.5254378880059635,
          1.310933582400909,
          0.593304830916682,
          0.4172037841333525,
          1.431313350075689,
          -0.1003813735071225,
          -0.22870406490827014,
          0.42675289369294933,
          0.025747089207677386,
          0.666096110243852,
          1.0187079786777822,
          -0.05659903326363278,
          0.1461540605617331,
          0.3691557507207283,
          -0.06847950729968506,
          0.011703358792805036,
          -0.16765905079162188,
          0.5702390804118995,
          -0.12441816866509232,
          0.42313166902711963,
          2.0682305549848476,
          2.2281529922729573,
          0.8270693316969189,
          1.0995517812841842,
          0.7269564763122641,
          1.40480018319111,
          -0.22855360289536583,
          -0.019246704860915422,
          -0.15193482080617698,
          -0.006198913674261311,
          -0.4280792836460284,
          -0.6265432184864882,
          0.12668759879863759,
          0.1119657019870237,
          -0.31709376378472043,
          0.2910404861118997,
          0.47798663014840365,
          1.812167648218788,
          -0.19982432091921165,
          -0.8491290633072084,
          -1.520339640757625,
          -0.6928686693853491,
          -0.5188679414197898,
          -1.2827800783282641,
          -0.5547027307492377,
          -1.1974553497011722,
          -0.12063522696515407,
          -0.45210942294388634,
          -0.6294065633324523,
          -0.7185679169499456,
          -1.2984116016800893,
          -0.9018213245612596,
          -0.4386546993904684,
          -1.7097297410681074,
          -1.0314576001538749,
          -0.2432516101936165,
          -0.9976507187882032,
          -0.7183724693106486,
          -0.9201336415715032,
          -1.1438606609671171,
          -1.1168262966975528,
          -0.7919915687679491,
          -1.0180129773785873,
          -1.0390456156763905,
          -1.3256835488591292,
          -1.699163916748437,
          -1.1535912930792809,
          -0.7863525703746284,
          -0.7998525311988485,
          -0.7628580051999366,
          -1.6023121733345402,
          -1.0659460746454903,
          -0.9961296378218548,
          -1.330107155725823,
          -1.2362919135054904,
          -1.3760583483132867,
          -1.3822923852141527,
          -1.412362413750921,
          -1.8404408059672446,
          -1.7485665630636502,
          -1.154111490618754,
          -1.1518230488184351,
          -1.439427550201364,
          -1.0463176392533948,
          -1.3049602294656955,
          -1.407565301979291,
          -1.3212783481541719,
          -1.431552320942252,
          -0.8791472094964143,
          -1.6877765379679757,
          -1.2099666881108606,
          -0.8253754028711816,
          -1.2456178226924481,
          -0.9936627677382714,
          -1.1149273329146547,
          -0.9372541325616339,
          -0.5553267006687647,
          -0.9818612528307927,
          -1.5861695788626196,
          -0.02144783868581839,
          -0.8424205400676046,
          -1.1888768706395598,
          -0.8374166054431482,
          -1.4712211355106315,
          -0.7074397522690031,
          -0.7318932780873336,
          -1.163899122688513,
          -0.9310943383789376,
          -0.8883216847260141,
          -0.8573893587783453,
          -0.9176147500827815,
          -1.3715665477957106,
          -1.531711040800994,
          -1.3789580592179684,
          -1.4077673641633863,
          -1.853823663265942,
          -2.336744437588354,
          -2.3621032549840786,
          -2.086982930093953,
          -1.8816937656195678,
          -1.6142423411840034,
          -2.075190857574729,
          -1.840787597342725,
          -2.741555624526869,
          -2.284341380137742,
          -2.6500717837966064,
          -2.9627421859606398,
          2.191201528237085,
          -2.2905533019065896,
          -2.6966920782274646,
          -3.352541146448441,
          -1.5284258124415109,
          -1.5110305921424996,
          -1.9619334732751508,
          -1.6901266342771606,
          -1.9430281493214616,
          -1.6055798780129773,
          -1.5252617626251763,
          -1.785246114015919,
          -2.056342074221847,
          -1.7713877840487062,
          -1.2572379789857506,
          -1.7121992512895625,
          -1.9228642644652327,
          -1.0979991563267353,
          -2.1004837722097793,
          -1.3646375751119424,
          -0.7358037969375458,
          -2.018062234675427,
          -1.7096001337245628,
          -1.4090343452404992,
          -1.5072312524250209,
          -1.7835788096712102,
          -1.5303345156115484,
          -1.335473698763161,
          -1.8559156757373576,
          -1.4380749124643457,
          -1.5794001185984414,
          -1.0287061791691336,
          -1.1539719687382366,
          -1.9285538787880019,
          -1.8562764139203864,
          -2.0850633412111024,
          -2.0459651774228282,
          -2.312442080518201,
          -1.9664715624375386,
          -2.0965105588015067,
          -1.6453359240542123,
          -1.9230904103577315,
          -2.1527773816296967,
          -1.7234578101583589,
          -2.2189380266960437,
          -1.9678268386716804,
          -2.0688288937013297,
          -2.91492558997163,
          2.032276572983945,
          2.0298076931121116,
          -2.860698824649687,
          -2.1539525082255486,
          1.6610526095433358,
          -2.3917699985872076,
          -2.334857641957027,
          -2.4050446670055896,
          -2.446495673314953,
          -1.9203385958260215,
          -1.9401322585858212,
          -2.0778438274596573,
          2.009087310522535,
          -1.6373257672593768,
          -2.3383828174448014,
          -1.0031564438651757,
          1.9482520295299002,
          2.021500124490559,
          1.8876586377337337,
          2.5815965401503154,
          2.08030696416024,
          2.6134343457254325,
          2.67905303617647,
          2.857688997165285,
          2.0176272089914735,
          1.9133446515165855,
          1.7200452112545057,
          2.4038223059444315,
          2.0339545516483426,
          2.4635972890173736,
          2.4406298718520363,
          1.9377850735354647,
          1.6079424883558668,
          1.9969581816032724,
          1.9281947031935922,
          2.935196744026428,
          2.309774115294408,
          2.3731326943588194,
          1.7424618772702747,
          2.0175015187618888,
          2.392784735672624,
          1.6886226674054365,
          1.8137817548259447,
          2.5637548527289815,
          1.9467001662388526,
          2.012855524392715,
          1.3705295552490473,
          2.305234051306859,
          2.310436640070474,
          1.7893350917814044,
          2.1107403508468705,
          1.3229129887849544,
          1.403245841529575,
          1.374520016230784,
          1.5475760587886533,
          1.8364997874410587,
          1.1772929893793487,
          1.563330437331642,
          2.2116788212031535,
          2.0981227741609767,
          1.0542276794485632,
          1.5967979187615318,
          1.9393915820381245,
          1.953198532536745,
          1.6196371411639616,
          2.0756089111984535,
          1.7294061444941975,
          1.7123387049926733,
          1.6716600222876263,
          1.7660892718954089,
          1.6523792742683734,
          2.4944906126543125,
          1.6729919171422776,
          1.8709563891464183,
          1.4431621042455787,
          1.9081813576315483,
          2.195433334822512,
          2.839010870156953,
          1.6376896665434295,
          2.1011372828550483,
          2.072507736233963,
          1.8572315526463359,
          2.108786376847171,
          1.794711181535833,
          1.7424383605891305,
          2.511118869778515,
          1.9344081791075292,
          2.1979051618552794,
          2.101679780225417,
          1.7073158113212001,
          1.4728165878596264,
          2.06086239757924,
          1.9057303964134207,
          2.1681195883299664,
          2.443635154887147,
          1.8074805899470283,
          3.0011851564628595,
          2.1882362104921813,
          1.421423694246237,
          1.9583368637136476,
          1.4389339733617053,
          1.46686260332314,
          2.2697529927374682,
          1.593346988478956,
          1.9174892934445005,
          1.7439080586002003,
          1.5143051889075076,
          2.0022207047217235,
          1.3272157944884502,
          1.9764879351520608,
          1.1274830443825408,
          1.5762279985413497,
          1.0557148995290986,
          1.9991940436366233,
          1.0851858195508828,
          1.241575721150684,
          1.5187980542972068,
          1.0475327238085455,
          2.260641855408283,
          1.9319163260782402,
          1.5753189981493483,
          1.6650188724698907,
          1.2762517969415685,
          1.8668828305560103,
          1.429255482716335,
          1.556775853720124,
          2.2696649254428505,
          1.9741580232584577,
          2.4724517567489683,
          1.8456740907462208,
          1.8991342927392239,
          1.2747748614197936,
          2.187346574123597,
          1.832347348666215,
          1.5216676291999878,
          1.5207749819449319,
          2.0791994206849953,
          1.4772092712205367,
          1.5563777993103551,
          2.4417800606156677,
          1.230656312060257,
          0.8583862121717261,
          0.6760058485835552,
          0.9039992288810724,
          1.941451810368211,
          0.31859160291771665,
          0.6360261689966574,
          -0.04339639702690894,
          -0.06770093307896692,
          0.2729167000816944,
          0.6302554244660379,
          0.0950218995748442,
          -0.01758525613478403,
          1.8655481282047308,
          1.1059437441269888,
          -0.06769595140766978,
          0.06575933806982588,
          1.983956274136032,
          0.43103377047548014,
          0.7302708287797054,
          -0.09899615733577347,
          0.5527639245574224,
          -0.40491107830262557,
          -0.04551100439535483,
          -0.27813975793441886,
          0.0048779011125658234,
          0.3943259909725891,
          2.1910274190047003,
          0.509467859495825,
          0.1714837804885432,
          0.5454960742744012,
          1.1145847662939636,
          1.5736855421218032,
          2.1848076173390893,
          2.2592628592537034,
          1.0737186448631348,
          -0.4171884240043368,
          -0.40257548731664816,
          -0.45850650900111495,
          -0.18322086003794705,
          -0.22163482253067732,
          0.4260699441582796,
          -0.6932417159678326,
          -0.7769880249874507,
          -0.17509921375447968,
          1.0229765123492083,
          0.1640401513343113,
          1.9196859896087106,
          0.5560743074774097,
          -0.24855439892148423,
          -0.473093867154584,
          -0.9755532785628342,
          -0.5910681936994111,
          -0.9292680488186287,
          0.1096629158389172,
          -1.352908068787662,
          -1.273402998426873,
          -1.3254816752367755,
          -0.9429287519635069,
          -1.2872835442625805,
          -1.106439564327899,
          -1.1046143947083598,
          -1.0390237736031065,
          -0.8916823599300774,
          -1.219844328503867,
          -1.0275745787138186,
          -1.193261887768389,
          -1.2001715161384405,
          -0.783792978702933,
          -0.6647203697851192,
          -0.35194427831035635,
          -0.9556349524355376,
          -1.165888191718304,
          -0.21820650918919537,
          -1.7154196624556652,
          -1.1615876928721645,
          -1.116244432692701,
          -1.1542582796919822,
          -1.169176934754758,
          -0.7439241309922484,
          -1.0310108745226598,
          -1.0916919619705485,
          -0.9924946674904945,
          -1.9501672258839753,
          -1.7165409324896013,
          -1.626748417890586,
          -1.211268787743645,
          -0.4561011336427429,
          -0.877430215625456,
          0.20892082309349472,
          -0.8995744587052468,
          -0.7561146859405424,
          -0.5311672594733254,
          -0.9670202339499129,
          -0.6274694590036489,
          -0.37024225482418105,
          -1.445075888587662,
          -1.2356221661940419,
          -1.2784278066807364,
          -1.34558002803086,
          -1.28772561256531,
          -0.9374407141672351,
          -1.4341867303888813,
          -1.3515336333136319,
          -1.420971502845549,
          -1.3007413236364334,
          -1.30958806153645,
          -1.4347342828146803,
          -1.8392468640133948,
          -0.9366644204454729,
          -1.060162640138362,
          -1.309542131288809,
          -1.1835985356260363,
          -0.5984249870455363,
          -1.1425535057384302,
          -0.9552989252282208,
          -1.4278529320993623,
          -0.9809446665138962,
          -0.9497895442044679,
          -1.1409283351100532,
          -1.2868343304692447,
          -0.3986631729590004,
          -1.0284249018994653,
          -1.1140684395314822,
          -0.7766585506790592,
          -1.2558117708784342,
          -1.2447588447803755,
          -1.1862861210771143,
          -2.2063565724126946,
          -1.7870772643049029,
          -2.6695350481048274,
          -2.1010922681929296,
          -2.1873258794392916,
          -1.146242314024749,
          -2.1544498710764257,
          -3.0296198014191837,
          -2.916585038187486,
          -2.8197576072196817,
          -3.1161616122128395,
          -2.8777741553493357,
          -3.086557585828849,
          -2.4826349297412067,
          -2.717616270098944,
          -2.288780294590363,
          -1.5062954123538401,
          -2.0187297573000125,
          -1.6644596308714057,
          -1.4723324813962626,
          -0.6656164764348005,
          -1.0725663712952525,
          -1.4642292395587138,
          -1.3253284186980052,
          -1.349266967735448,
          -1.723874153617724,
          -1.6374444108556585,
          -1.7411227842507548,
          -1.83882409603846,
          -1.9782317799851137,
          -1.7735829527059908,
          -1.8487404429200764,
          -1.004318656248069,
          -1.6120753738554896,
          -1.6317058026160078,
          -1.3655132073945897,
          -0.9272894685689407,
          -0.8338982768050592,
          -1.134834093019714,
          -1.7123514290938318,
          -1.3642840732532635,
          -1.1134458260500906,
          -2.0656127749911883,
          -2.1962629213250753,
          -2.3289432864947246,
          -2.388521134466363,
          -1.7060523947323967,
          -2.1058489791606942,
          -1.9665670825294321,
          -2.0231885840270825,
          -1.6055904830770824,
          -2.089439791003013,
          -2.2457105312173082,
          -2.560604425017241,
          -2.304383083422347,
          -2.6513944997629926,
          2.6399549798016055,
          -2.8171995204402682,
          1.9633319086432577,
          1.988945696741473,
          -2.450482688135717,
          -2.259314800847802,
          -2.30501977522214,
          -1.9132683210242163,
          -2.588765285921739,
          -2.421102186489108,
          -2.005941148191741,
          -2.158871666960448,
          -2.3650228712394377,
          -2.110460455200708,
          -1.452186615356092,
          -1.6748146243618427,
          -1.6865885753024183,
          -1.2009929180505734,
          1.883206205087243,
          2.501137760726674,
          1.7216471680963605,
          3.368543061947467,
          1.7952654979431921,
          1.5149826873778314,
          2.1583284427684073,
          2.2320249797965332,
          2.521669674205396,
          2.1634545248530865,
          2.5229541575094463,
          1.746077277225566,
          1.9338286632791268,
          1.8299994350248794,
          2.2926480839216907,
          1.312345325166216,
          2.4006171878323004,
          1.887457754111521,
          2.1289836447627457,
          1.13422858701642,
          2.8741153402557686,
          1.9842538005897008,
          1.8937604081632837,
          2.442351450714481,
          1.532516317413575,
          1.760587862786601,
          1.938455107681244,
          2.006617396106522,
          2.140558369193895,
          1.8072600107566539,
          1.6418035419178927,
          1.4598594825907145,
          1.9112096593610592,
          1.485412782233015,
          1.9533846374782773,
          1.7142694488823855,
          2.285020011110797,
          1.833976261416167,
          1.875898207572217,
          1.4954995616920375,
          1.337391682642541,
          1.8190853879742535,
          1.9790891736599792,
          2.1534459202867984,
          1.7140989347284408,
          1.8926553755123672,
          2.5297137125189324,
          1.7160963544293044,
          1.697739082515792,
          2.1097894247404336,
          2.4814982572161877,
          2.162328587669633,
          2.3768383415008882,
          2.827697295968683,
          2.6205022029963763,
          2.6178031633295427,
          2.0891467159810766,
          2.0791353521213165,
          2.447783638241132,
          2.4150468807618046,
          2.288224752450863,
          2.0924593131377485,
          2.139655150725526,
          2.3261765334287725,
          2.205177814906169,
          1.9927287897609816,
          1.884345087679204,
          2.0671991286475984,
          2.2862373475046716,
          1.2351533774478585,
          2.196171982545013,
          2.7092746686047002,
          3.1028759247392377,
          3.1883875236621844,
          2.835784149003393,
          2.977501122482648,
          2.9411730072897018,
          2.8367516922070717,
          3.698553768252549,
          2.8467721686548773,
          2.6203954323252847,
          2.737813922808114,
          2.8972406852126107,
          3.0112993539469586,
          2.789923406262741,
          2.281563310021328,
          2.6041485194300247,
          2.635386757431697,
          2.774239809222549,
          3.9732617126865493,
          2.7256654001709095,
          2.704784805672505,
          1.4394303761924807,
          1.0386434373914863,
          1.3737550333191757,
          2.578606408575802,
          1.2341742174036783,
          1.7343395825595642,
          1.6838165059706383,
          1.4068932061002644,
          1.1126206269513037,
          1.8774816636079406,
          1.3264146861914037,
          1.7506944101171844,
          2.1500162222275985,
          1.2318122315647702,
          1.4079271979313857,
          2.083459944005364,
          1.1875892479529073,
          1.0380171760840498,
          1.8409929656535884,
          1.5140378422847804,
          1.8829131439828437,
          1.4188182467100627,
          0.9954904873817481,
          1.588444885809076,
          2.20574192103987,
          1.3634364158085146,
          1.1672599751084178,
          1.3876766284055688,
          1.2336553583080965,
          1.1284274607229683,
          1.7125447410407102,
          0.9220370309947676,
          1.539285852837129,
          0.5228141656523376,
          0.10060080255872157,
          0.6590777439040622,
          0.7585824926214457,
          0.4737427303604842,
          0.12307542859402214,
          0.1646430674886315,
          0.3016040612193556,
          0.6324328136796317,
          0.47741922890459165,
          -0.20126925239744378,
          0.6989129103387142,
          0.25627474843879083,
          2.0155441854947287,
          2.330484604607023,
          -0.13182043545813324,
          0.26871858526718984,
          -0.47440943726839646,
          0.3749374504780476,
          1.84368894785258,
          0.753174427954102,
          0.14959114951953567,
          0.3404553695923944,
          0.29240848217909726,
          1.0566166889884685,
          -0.7373299750504115,
          0.7549468980411093,
          -0.071947016822886,
          0.11601462483355655,
          0.23781996557707188,
          0.8403260048132549,
          0.7264357015710846,
          0.25154584965744603,
          0.4185318444435616,
          1.0440478628168666,
          1.0345492784075365,
          0.34698244642950576,
          0.7138680641011188,
          -0.5232171873941119,
          -0.3249849591183777,
          0.13940284068901562,
          -0.2654721803593175,
          -0.08424637110688314,
          -0.0730000077770824,
          1.9519782500813656,
          0.08893689489786627,
          0.3460595601451663,
          -0.8184546320802705,
          -0.5289652117572882,
          -1.0221817589226814,
          -0.7464491816999616,
          -0.21125401895295368,
          -0.8129416932610529,
          -0.5623387588635905,
          -0.5761981493140136,
          -0.48393956611437744,
          -1.11538463145284,
          -1.3040166957735675,
          -0.6231328313068646,
          -0.8833003875506323,
          -1.0697313859875242,
          -0.7618951844859883,
          -0.1489194696594136,
          -1.2377249110278008,
          -0.25789948445717764,
          -1.0729861353035839,
          -0.7079998234694829,
          -1.7766965899789147,
          0.2710802993145206,
          -1.5983681614661704,
          -0.7426366444885323,
          -1.9307792723220012,
          -0.9301950111412505,
          -1.4559117190540225,
          -1.0312389971441276,
          -1.7798557529509635,
          -0.1341112860032893,
          -0.37590747675314484,
          -0.9537459130588097,
          -0.674441227393533,
          -1.085968092723676,
          -0.6325641870355544,
          -0.6899259289949594,
          -0.49491954842133296,
          -0.9923701280520222,
          -1.5583778976028042,
          -0.5846551002317782,
          -1.5199851631774033,
          -1.5169718391549343,
          -1.0507954275125477,
          -0.04010513787158265,
          -1.2633939645976267,
          2.162563719546465,
          -0.639934705703219,
          -0.19770423728250688,
          -0.6467584584133197,
          -1.548525343853019,
          -1.1144710517191592,
          -0.4516769413296487,
          -0.13305076347338018,
          -0.8373828908676101,
          -1.4267686230584264,
          -0.72183440944254,
          -1.278010655971405,
          -1.3474461721110285,
          -1.3942542073477449,
          -1.0314818820199172,
          -0.856779033705863,
          -1.370526498177719,
          -1.1336845150151649,
          -1.5604734527304989,
          -1.4813782512538907,
          -0.23946728347705049,
          -0.9276217466663048,
          -0.5863575164819964,
          -1.082760682708545,
          -0.9830681254600768,
          -0.9633840005050537,
          -1.1198836531867933,
          -0.9172763624421377,
          -1.242398365242262,
          -1.2036380088579102,
          -1.3037383585481899,
          -2.135008513364315,
          -2.0871899044646827,
          -2.272412073079166,
          -1.8428786987153305,
          -2.255128971785525,
          -2.3747212680953065,
          -2.3068049011633187,
          -2.4211092703507244,
          -2.0621813513365836,
          -2.4276398093205485,
          -2.7426114521671665,
          -2.9445607811519103,
          -2.3630513321602082,
          -2.6048259540934033,
          -1.3624158350785822,
          -2.429287089601542,
          -3.4688005852961887,
          2.284006636855563,
          -1.7074525005268346,
          -1.098172611728997,
          -1.585488046395959,
          -1.4924855765923173,
          -1.2831504324798266,
          -1.9939985076347129,
          -0.7257965788779807,
          -1.5981778815876915,
          -1.2619260103987513,
          -0.342185164510719,
          -1.3264781589840993,
          -2.0104503381256698,
          -0.9181691697611144,
          -1.8961031732067826,
          -1.9625770048780216,
          -1.5872816946463264,
          -1.8829357330546586,
          -1.5218792213768784,
          -1.9512907795962529,
          -1.388407631342292,
          -0.44521903143289443,
          -1.8282526488790602,
          -0.8571687732796769,
          -1.0850780356398098,
          -1.8379063969205942,
          -1.355792445063867,
          -2.08233623930833,
          -1.607578334271369,
          -1.3993073311142978,
          -1.4862955797535615,
          -2.022606180356146,
          -2.1948741243654513,
          -1.7683871533563986,
          -1.964054919672516,
          -2.2424789842106287,
          -2.14211555561452,
          -2.300975306581116,
          -2.221539939316882,
          -2.039325606337839,
          -2.1697370037558663,
          -2.35743484574024,
          -2.2798243372882925,
          -2.099074005848409,
          -2.2248360423535303,
          -2.981492545365162,
          -2.87864543360235,
          -2.6426538105195876,
          2.1665848701390287,
          -2.802201247475497,
          -2.80008000118069,
          -2.5736891294746984,
          -2.1263829904295064,
          -1.8368118417854553,
          -2.5273651979870575,
          -2.017324931983205,
          2.3185637948451947,
          -2.654147776445314,
          -1.7635026723473872,
          -2.7568531369453653,
          -3.2720798311323724,
          -2.348865498356731,
          -1.9506519871657415,
          -1.9098607166883415,
          -1.5418937730293953,
          -1.92773892194783,
          -1.3242103229849946,
          -1.8654441899185294,
          1.7956556386309328,
          1.432121184292458,
          1.9343092384055305,
          1.4656198206325826,
          1.6609144036769106,
          2.026722892546258,
          1.5489498437968143,
          1.5889761007713479,
          3.154332557851708,
          2.2092798548579085,
          2.1777372681886114,
          2.09472536937891,
          2.2901770805148054,
          1.9460638092370495,
          1.859339614280388,
          2.4019928562430457,
          1.7514290446789533,
          1.8444045401458864,
          2.1743875947505753,
          2.316378574631088,
          1.8325191939597305,
          2.129503020559911,
          1.8444284281250862,
          2.005821376037658,
          2.666220003737576,
          2.074121783900013,
          1.9840611066730514,
          1.8681153931892285,
          1.5377467020125242,
          2.2524198722183697,
          1.4678796121176425,
          1.3299328053084687,
          1.9373356785989402,
          1.5310616904031502,
          1.5042520140353741,
          2.0954775940668435,
          1.9297990070209932,
          1.5299853061885091,
          2.0772750840900636,
          1.4914044522997003,
          1.6272191962485691,
          2.257087939851593,
          1.7208581742175555,
          1.4553297662754285,
          1.7623140955108658,
          1.854183316084443,
          3.081807206259626,
          2.275819336545675,
          2.3961306749918196,
          1.8537312064740685,
          2.5826161083524664,
          1.7992976851211495,
          2.1020122762173616,
          1.7640543127685768,
          2.2748631416794898,
          1.4514601916935932,
          1.5718253398851056,
          1.6108316112703287,
          1.6951766364119853,
          1.7969931264013717,
          2.1422453071417964,
          2.0163260837844486,
          2.986447108742095,
          1.9565554352451016,
          2.10909369759884,
          2.194874161587416,
          2.274651926169018,
          1.8129205412360032,
          1.3392466139016668,
          2.654267444700867,
          2.0484379917303017,
          2.0995761781173825,
          2.009776421274281,
          2.453356246135145,
          2.2315291537006128,
          2.52249372154707,
          1.7179036922497413,
          1.423150920346103,
          1.921842762759699,
          1.8836921346833861,
          2.240278941750627,
          2.361120703570547,
          1.9338964498069662,
          1.681711499373624,
          1.8959558973280266,
          2.285044837939989,
          2.014882641523808,
          2.0658938695522266,
          2.4200231159733567,
          2.1368900017658796,
          1.5204682203930013,
          2.970709109868762,
          1.8116187506147725,
          1.2633542442862669,
          1.757742917769084,
          2.409455297426328,
          2.1823490409933886,
          1.926551635487943,
          2.6981774394997773,
          1.6531159832784714,
          1.8010799404795494,
          2.617608761748281,
          2.5399680661159905,
          2.1010691037038383,
          2.485268088018034,
          1.7357975932125327,
          1.5446867159334654,
          2.4437698082216834,
          2.138011237549145,
          1.9003760236114116,
          2.9713566847404858,
          1.6180670773458066,
          2.3585498241997946,
          2.0072633380370695,
          1.9707408673463083,
          1.741982895243078,
          2.6468631151697455,
          1.79356013644184,
          2.5202637967093673,
          1.533548895021045,
          2.1343136201195714,
          1.6453768556795723,
          2.0267709889929035,
          2.9375667538874293,
          1.5165144784907636,
          1.4858473482774364,
          2.4298692847003136,
          2.25658615948167,
          1.648255408122763,
          1.880636409997374,
          1.3497597167028537,
          1.5946554909911559,
          2.029148524676289,
          1.4959494604397179,
          1.3981454323106848,
          1.6161992279424267,
          1.6240966567920303,
          1.8529325110972756,
          1.5184862758201385,
          1.2076047978592541,
          2.095575651925881,
          1.9241784793178511,
          1.390862972926092,
          1.5558498198004467,
          1.7809815652015626,
          1.8236566793127302,
          3.2161983173836126,
          1.8088752639786512,
          2.2259952497921844,
          1.5748773875362465,
          1.573509708650857,
          1.5036140953077377,
          1.1697873265926007,
          1.53195712729103,
          1.324620048181201,
          2.1221441255948554,
          1.6652959596214276,
          1.924450557993399,
          1.8874012412236176,
          1.9286772086044746,
          1.9423543772177003,
          1.72620948124093,
          1.852653116661961,
          1.850818044305843,
          1.73786730454066,
          1.9865349285658054,
          2.026471000248418,
          1.6497248189742963,
          2.054539593270664,
          1.869555348826801,
          3.0651521964343234,
          1.395904232595004,
          1.4684220950425,
          2.104032413689608,
          2.5070252168638962,
          1.459412346413506,
          1.5924426463051846,
          1.3927305167475454,
          1.4044883143814981,
          1.864311626684281,
          2.134802584916076,
          1.708786025415887,
          1.7345106893435394,
          1.4812410229010469,
          1.7791817257715201,
          1.5878326130718803,
          3.4304024603614547,
          2.4230133187364227,
          1.2776306728041358,
          1.6779656055591774,
          1.8252427675254472,
          1.8536429205195113,
          1.489851842815364,
          1.616528511934868,
          1.1107673406998047,
          1.4946476697322146,
          1.6557525382434173,
          1.3246582231042223,
          1.295428531723422,
          1.4536083007599727,
          1.2980686710155336,
          1.5360018426309205,
          1.309202680162898,
          1.5554105454145855,
          0.9547440439180632,
          1.3813604888538975,
          1.282701469010336,
          1.118929637058133,
          1.9704853451824074,
          1.1202625912166715,
          1.254741339195524,
          0.9768637889155475,
          1.3712735690109121,
          1.5294996633368179,
          1.3579900828356455,
          1.6634685832519192,
          1.3152233573736563,
          1.4260874968814954,
          1.0346656024340763,
          2.2182057582297703,
          1.6095851672258363,
          0.9776389654259088,
          1.5088335058863167,
          2.354475618002318,
          2.4068439030564135,
          1.440994481127697,
          2.29304033264214,
          1.921419297457007,
          1.9132378412039994,
          2.7289699989596534,
          0.8033358591603657,
          0.9587981515723233,
          1.008920691159132,
          1.1550588757447782,
          1.2554741522068382,
          1.4522937870844332,
          1.6918833607898005,
          1.2029394861772733,
          1.0903951046847637,
          1.2702503658384454,
          0.9180328588818333,
          1.7366487261232464,
          1.9819241497933344,
          1.4050973577995023,
          1.4959651140081214,
          1.4968497843330775,
          1.4011005879844756,
          1.334855599259285,
          0.9890025619773019,
          1.009187567928694,
          1.3504027613459886,
          1.2886790877873058,
          1.5296830822582348,
          2.1257394076576297,
          1.8655308756809639,
          1.6913290505973515,
          1.7909757835692275,
          2.1691593480585736,
          1.720903917310291,
          0.9957170497567002,
          1.3776975937192835,
          1.788059701754469,
          1.8413776613953188,
          1.1754136659966243,
          1.6724628484247936,
          1.746360027196346,
          0.8654091206945237,
          1.4236857361784936,
          1.914272696237225,
          1.384924259503305,
          1.3557956518240948,
          1.2463604686720422,
          1.739581601040658,
          1.3624624602767492,
          1.978996442109683,
          1.3969280378612927,
          1.5243600795183843,
          1.9222469579629402,
          2.5841732177117,
          1.3788644150179206,
          1.2103752090478321,
          1.7310815128216224,
          1.7904473810120733,
          1.9085187519253335,
          1.5291570962882302,
          2.1262244953888834,
          1.720143918292934,
          1.6423788892312863,
          2.3565948799089704,
          1.6661797541232228,
          2.01252226909071,
          1.619593112082841,
          1.8012413393874447,
          1.8538716837290383,
          1.7208980272982752,
          2.300833987180195,
          2.4539152473061585,
          1.915047914209518,
          1.9727122141819502,
          2.0529188514711407,
          2.6070908152046273,
          1.7515854472973142,
          2.3601008679810307,
          2.354279506705226,
          2.3606999150355374,
          2.2050951603675446,
          2.49659987907518,
          1.9211240829482856,
          2.109555463255116,
          1.3820287203725155,
          2.049031820591317,
          1.7985901786884742,
          1.295075777797229,
          1.7979013773685448,
          2.269528997196955,
          2.3547905308992143,
          1.3512460881525665,
          2.1908547206612536,
          2.226466917433513,
          2.3757350878100305,
          2.2607942274569406,
          2.246805036710834,
          1.3392321636750752,
          2.0980326404700183,
          2.232917360243335,
          1.164231387069585,
          1.6286578806173218,
          2.068224489940381,
          2.611254485469412,
          1.8995231144655251,
          1.6860055455015663,
          2.0207008461553935,
          1.842580162774818,
          2.026858209158467,
          1.6564721919661514,
          1.406290572450162,
          1.543384888123153,
          1.8239349284069397,
          2.1667221416444287,
          1.5285172156232125,
          2.0919970339487524,
          1.371561936053725,
          2.1433935579212333,
          1.574278339424317,
          2.104365533831718,
          1.0470085550020767,
          1.6125538871582388,
          1.8670538708696667,
          1.5411889731221136,
          1.5908106819137133,
          1.7108860733810427,
          1.661450354287112,
          1.69486674403445,
          1.223267563391662,
          1.0521606384365854,
          1.2649028702136533,
          2.283843442887353,
          1.1541817913103116,
          1.90431312490032,
          2.0093881260262463,
          1.5561033756964775,
          1.6477879359423695,
          1.4184089282333094,
          1.0470466739593998,
          1.1659252845708812,
          0.9101212657852525,
          0.8095478821687274,
          1.7236774902259562,
          1.4302230467558648,
          1.015330555779933,
          1.1619731624801863,
          1.5822082260499346,
          0.8744710450716228,
          1.9176053497152232,
          0.27338109099262425,
          1.3261870079756493,
          1.4269210894190232,
          1.9919244785583674,
          1.3184975718954792,
          0.8805567887565661,
          1.205491676528374,
          0.9741573324167715,
          2.0433512298467114,
          1.4418927854007335,
          0.7711804090414404,
          0.6399918583272309,
          1.428579204016754,
          1.4838168737263004,
          2.2777125551824886,
          0.5540934649603042,
          1.6709064791070716,
          1.8855597166850369,
          1.059026898299937,
          0.6554150560725929,
          2.303576616435153,
          2.098428420198307,
          1.3432226318955665,
          2.157186287585799,
          0.9121162242890094,
          2.0804546087148132,
          1.1034977094686587,
          1.1014578222246592,
          1.7589656017951807,
          0.9974239614648507,
          1.8208397729316261,
          1.4157125397477883,
          1.4422336226166534,
          2.086289885585202,
          1.265810157636725,
          0.9668092434911549,
          1.7861666449543403,
          1.3633868445186432,
          1.689453769449378,
          1.2893861801461388,
          0.8012965300784527,
          1.6992263399624972,
          1.4301414648297242,
          1.2830746630592085,
          2.5628834601397483,
          1.003923329691195,
          0.5372624505410409,
          1.1348086204209658,
          1.2579081001661416,
          1.1823387883227807,
          1.2797621770784797,
          1.2223109881707594,
          1.4678687920720592,
          1.540280061602725,
          2.362615366857788,
          1.6484938422223865,
          0.9982206351045585,
          1.7391237646608932,
          1.771949834720968,
          1.194997820658811,
          1.3800387462796817,
          2.4050512301053177,
          0.7591901240909725,
          0.9582856031380271,
          1.0378227355871497,
          0.7408282098944067,
          1.6069448944826121,
          0.9804445811225692,
          1.1873226063088074,
          1.2458837194571086,
          1.5244244963063514,
          1.290719225649419,
          2.461231947533867,
          1.6394791359781964,
          2.0932379657270785,
          1.6630372739341976,
          1.1076321143130037,
          1.7217387579964225,
          1.9157909066496102,
          1.220546609062184,
          1.9089345266069873,
          1.2235564971123438,
          1.6451896696114148,
          1.5752194356697171,
          0.6562665102687982,
          0.9083666508707443,
          1.4671434641360592,
          0.6919098403537656,
          1.7779593469375747,
          1.3585424177820369,
          2.1599625779546,
          1.0168014202023066,
          2.0893241413755175,
          1.15495281073132,
          0.7557622605567689,
          0.6718616720619579,
          1.0199042218925243,
          1.4010196025785528,
          1.2636580791847745,
          1.3439420030698874,
          1.0151331763721942,
          1.630762180898999,
          1.757772389470747,
          1.1815065149288573,
          1.3866343307906586,
          1.8847194926575017,
          1.11014755022669,
          1.8487874700989788,
          0.4738116807623648,
          0.6931253870382615,
          0.28604732313543724,
          0.23549395413940596,
          0.765417676261162,
          0.6102878767134149,
          2.0950004818762444,
          0.7774725727935252,
          0.13037902214282934,
          0.9348744788872838,
          1.270685446710401,
          0.40261067032851977,
          0.8860765319136308,
          -0.03788635892388417,
          0.3158096965840153,
          0.4136808467806022,
          0.9291393453518053,
          0.1298169453242562,
          -0.3026743804045014,
          0.39242002642939355,
          -0.19241352001319376,
          -0.3554336936763001,
          0.2729736662077996,
          0.3814332245816325,
          0.5831324593152242,
          -0.48059881022351153,
          -0.40811329528723456,
          -0.23028705447767914,
          0.4734557460752055,
          -0.5606784747079929,
          0.02545607617760482,
          0.02511905421893098,
          -0.005606913337077445,
          -0.169415915813359,
          -0.2375637182575276,
          -0.2998737732192542,
          0.7563261187375229,
          -0.0688052883245336,
          -0.1900175826738288,
          0.19338374757642632,
          -0.49920548560543143,
          -0.006306517364752901,
          -0.3054643142233024,
          -0.2490353966390094,
          0.4414909666467193,
          0.15921692868500525,
          0.07431906258767483,
          0.27479246871953966,
          0.061806242392872635,
          -0.4045864138507727,
          0.9280163379982392,
          0.9759099156664298,
          0.7686960021365453,
          0.8803876347550044,
          0.9978936120737228,
          0.416608123834278,
          0.7017329065172101,
          0.8671242471562945,
          0.20913416173028976,
          -0.2967164695830576,
          0.08660416502576065,
          -0.0632739382498673,
          -0.3604644097846388,
          -0.6768525733635691,
          0.6154302536519007,
          -0.32340095779594263,
          -0.1844751589603356,
          -0.7114931943394088,
          -0.40457686790247965,
          -0.35349569988471813,
          -0.5460107161706204,
          -0.0725953304429326,
          0.17018536742940527,
          -1.0028124053890006,
          -0.4689149833157731,
          -0.37672499807766446,
          -0.10252974035068084,
          -0.046952126473363456,
          0.4483464972968278,
          1.3226387681386755,
          -0.01836422818219039,
          -0.4412601652126735,
          0.2113590975887991,
          0.2822641770791663,
          0.17748018369644183,
          -0.36557865051532534,
          -0.04442854567075746,
          0.46742188295973214,
          0.32410475491765717,
          -0.5305731964342647,
          1.8793120334894733,
          -0.6175809809667335,
          -0.44449758992218247,
          0.5102052833145017,
          0.5672295253791394,
          -0.33427308184892135,
          0.34636259709564016,
          0.2876309029851103,
          1.8803761864012325,
          -0.6966829056145615,
          -0.07835103648367672,
          1.2555255793323346,
          0.4605918286159052,
          0.9874714520179183,
          0.23177899299161794,
          1.1573081634413367,
          -0.41614458274556987,
          -0.7461544617052637,
          -0.38940603567839094,
          -0.5315312151988566,
          -0.47886367044422284,
          -0.5582026536082754,
          -0.4329266199377828,
          0.24683174388620105,
          0.012475921150469122,
          -0.44637305757032053,
          -0.7242619313941566,
          -0.4987828665620397,
          -0.24030396941239693,
          -0.9095525648179419,
          -0.06858129560081205,
          -1.0871401561837124,
          -1.1601301084720341,
          -0.8722933962930958,
          -0.2468760735081155,
          0.021846794088705317,
          -0.6762524849070232,
          0.02694588129539255,
          -0.8519180406839458,
          -0.6879029858801201,
          -0.1057568463753291,
          -0.01594523026950116,
          0.04472516262277567,
          -0.23361664239161734,
          -0.494528301188926,
          0.1743996177284352,
          -0.7200548936346738,
          -0.2291988796223263,
          -0.8083142356658524,
          -0.47377553719605137,
          -0.8864689172805958,
          -0.3844126345311855,
          -0.4395706793814154,
          0.2542486118430921,
          0.09718968732729603,
          -0.4361771100489354,
          0.1025340721951321,
          -0.29405691063547534,
          -0.058626070738127596,
          0.0198525017272903,
          -0.24936233151467474,
          0.5278120226015875,
          0.5665652360591564,
          -0.23106676241347793,
          0.15623249155494015,
          -0.5888386420660384,
          -0.9564508613139484,
          -0.8960181127473815,
          -0.5352145144916698,
          -0.7241023879052247,
          -0.9380550641824855,
          -0.9887811959360987,
          -0.40465144266550507,
          -0.7436552216794908,
          -1.2695871700636143,
          -1.1595759280581,
          -0.2603432580454118,
          -0.14082871668241687,
          -1.1402389688068353,
          -1.4256428298284762,
          -1.1295705155611009,
          -0.5768281853835815,
          -0.9337152169025783,
          -1.4588784693439734,
          -0.3892815162743021,
          -1.3073479059516577,
          -1.6175857278665913,
          -1.3958207162440153,
          -1.1780643670577136,
          -0.6026955132168067,
          -0.8830377293797351,
          -0.5136598704615489,
          -0.9922445074035486,
          -0.6758915066864645,
          -1.8223104110950796,
          -0.37683690042465406,
          -0.8482292683562217,
          -1.3270695609313443,
          -1.7220568107621537,
          -1.952966011967991,
          -0.4116787064260718,
          -0.12806412010239887,
          -1.857508005578827,
          -0.632712165926742,
          -0.8955687544683063,
          -0.9010135784185289,
          -0.8694028443401247,
          -1.0996846689512028,
          -1.168084008101746,
          -1.3174284103137168,
          -0.618014534483755,
          -1.5651826203649069,
          -0.6129102017651878,
          -1.1097808600592765,
          -0.9475154995051971,
          -1.1650571569483377,
          -0.996296942018914,
          -1.5825408411517887,
          -1.2133437136535168,
          -0.5077497247185867,
          -1.4871276994759062,
          -1.0938192619783094,
          -1.7422445309400794,
          -1.2001552501191615,
          -1.34040103799763,
          -0.9664884050745086,
          -1.6887544116837585,
          -1.4718879388987174,
          -1.9127465169735431,
          -1.4718177069749816,
          -1.366154841242715,
          -1.309219138759021,
          -1.312341433655075,
          -1.2205463711116709,
          -1.523487328698134,
          -1.010192185873384,
          -0.8096242304024708,
          -1.7664583381884478,
          -0.2784748903939127,
          -1.101556622036738,
          -0.6634309097442636,
          -1.1866190480540968,
          -1.3650211729394293,
          -1.2029835368944035,
          -1.2065678753585103,
          -1.5351367201972614,
          -1.1058036503121822,
          -0.7042425642075593,
          -2.1090257370855006,
          -1.5033450195462936,
          -2.013213016091755,
          -1.8710839622344875,
          -1.4715839353284539,
          -1.7591137480481887,
          -2.2841858011088374,
          -1.427728925542273,
          -1.4052159887233608,
          -1.2326835540701588,
          -1.5514698176011912,
          -1.26000094416161,
          -1.4406596513702914,
          -1.2919261317281097,
          -0.984177204273547,
          -1.2990622779114764,
          -1.252805538204439,
          -1.1416097975525732,
          -1.1230213522253738,
          -1.6515618444933264,
          -1.5610407285432635,
          -1.3296149772945767,
          -1.677804011113422,
          -1.4175851455588668,
          -1.4137848530040118,
          -0.9054051371816503,
          -1.604767183700774,
          -1.705008112277052,
          -1.521904777809124,
          -1.1666178879134326,
          -1.2464401004229142,
          -1.1953742050951766,
          -1.1421968848271193,
          -1.1331514334018953,
          -1.945002240623287,
          -2.21306511257944,
          -2.0843981313928373,
          -1.4508110888227337,
          -1.259979326772964,
          -2.3006665462216205,
          -1.9559678156406255,
          -2.2217821797242037,
          -1.8073646085273054,
          -1.7237827125167466,
          -2.296369859615828,
          -1.5965320300055175,
          -1.5478583614773929,
          -2.0161028080525583,
          -2.243346284706912,
          -1.8214120976416048,
          -2.025899301057105,
          -1.6513709372381469,
          -0.8926613906619749,
          -1.627531077608268,
          -1.0652696672973028,
          -1.677875428821655,
          -1.1606975038980878,
          -1.6856256081277814,
          2.1613039469582143,
          -1.3041116804409774,
          -1.1848312483804035,
          -0.6810553607112705,
          -0.6860519820944939,
          -1.0109773078287607,
          -1.3686939108305725,
          -1.3745002696870425,
          -1.3227412048424187,
          -0.7543002656567378,
          -1.123931482364491,
          -1.8594044502260216,
          -1.330465951898024,
          -1.3000819819280724,
          -1.6263477297307718,
          -1.377087305495332,
          -0.8041581389270042,
          -1.4853707464452597,
          -0.4011598634921694,
          -1.4242963064856662,
          -0.7789128394581946,
          -1.1133890554360755,
          -1.088633148625425,
          -1.630518780922626,
          -0.8182153189753836,
          -0.7525095998761171,
          -0.5894544370028364,
          -0.6219553596753147,
          -0.769888638278929,
          -1.2268217831904493,
          -0.873107983169547,
          -1.38828843570086,
          -1.6483076700456065,
          -1.5769016075015088,
          -1.38926520263333,
          -1.3677471960347514,
          -1.7378289788323524,
          -1.1270807612540876,
          -1.555887153135226,
          -1.0420866079117548,
          -1.6008750557882483,
          -1.0334175356951225,
          -1.048431943596824,
          -1.8339783992137522,
          -1.2648831063320685,
          -1.54841689312336,
          -1.7987526550785595,
          -1.695903929887044,
          -1.5349397578413007,
          -1.9078867842024372,
          -1.4399908123593614,
          -1.811390066441811,
          -1.2730246794151108,
          -1.5801013841602554,
          -1.8540060324235585,
          -1.7286178113409314,
          -1.438612607271578,
          -1.869083372916302,
          -1.0036150493166158,
          -1.72881124537196,
          -1.6391154558169803,
          -1.4137589429102437,
          -1.2070513753333996,
          -1.331359243409106,
          -0.6893773752068589,
          -1.550116752564778,
          -1.3312595039071031,
          -1.2126818793770433,
          -1.4694037891948577,
          -1.0690944976934618,
          -1.4179338812539042,
          -1.2688540507247401,
          -1.422895689957165,
          -1.056715649442292,
          -1.7408881501679923,
          -1.7133480609238034,
          -1.6623063589799814,
          -0.7488578690880557,
          -1.3446078074261145,
          -1.1833391617086388,
          -1.5657414757667687,
          -0.640646634856587,
          -1.3168679362709947,
          -0.8292865456592727,
          -1.1290347414888104,
          -0.9227102824383678,
          -1.456700968955287,
          -1.5137887129931042,
          -1.1059222851732995,
          -1.523417579866341,
          -1.524308707247992,
          -1.170542115291841,
          -1.240515425436234,
          -1.417298204255176,
          -1.1670909441253041,
          -0.3353221020176912,
          -1.4189901838319572,
          -0.9770458270238692,
          -1.6010610077123164,
          -1.42491269815144,
          -1.618503072445764,
          -1.821154734097676,
          -1.8746139946399012,
          -1.7611666548389002,
          -1.8989004150043522,
          -2.0785877362210767,
          -2.5266923366466756,
          -2.1055206776698094,
          -2.493463268690085,
          -2.3935116377173076,
          -2.5158182077883366,
          -2.6532447226541365,
          -2.1770997994628343,
          -2.368824914426199,
          -1.8761905844198328,
          -2.089808405108695,
          -1.748414539117402,
          -2.217011722311954,
          -2.365359331233305,
          -2.759563190330775,
          -1.7046177534815168,
          -1.9427921816648497,
          -2.8411199525144926,
          -2.248156494928501,
          -2.493459893728212,
          -2.8091642032504733,
          -2.2236415124143845,
          -1.7050293027309051,
          -2.7147372845198903,
          -2.278425835710304,
          -2.473044563324294,
          -2.56989976260936,
          -2.1859527066525475,
          -1.6169120671832724,
          -1.1011032941089358,
          -2.116883108837498,
          -2.520311589039664,
          -1.9254771833862465,
          -1.9439483480825859,
          -2.2050623308825177,
          -2.4636140046440045,
          -2.944241250275861,
          -2.9375104585012473,
          -2.7009365430851675,
          -3.03605058329378,
          -2.755835460567707,
          -3.4870480229417713,
          -3.201923835454744,
          -3.1072219170938955,
          -3.3300348421099253,
          -2.786939770612979,
          -2.6673547190465494,
          -3.541778602437073,
          -3.122405101931956,
          -2.9222122144619185,
          -2.910648856459744,
          -3.404010378843471,
          -3.2635314746197506,
          -3.1534486606360663,
          -2.9470754142765547,
          -3.0105700214901128,
          -3.025111840960024,
          -3.2509135247175927,
          -3.1468190366989064,
          -3.2292533302333797,
          -2.7062717030550667,
          -3.0119896165514137,
          -2.624733926912867,
          -3.144831350444524,
          -1.7145029525102211,
          -1.4512126349255992,
          -2.2572485490036196,
          -2.1640863261365,
          -2.2657260803161727,
          -1.5709172884142981,
          -1.9955688079075247,
          -1.5022173849732052,
          -1.7759352783189888,
          -0.9442434439686702,
          -1.5229503854552449,
          -1.914833309241739,
          -1.436654403383774,
          -1.935762316525652,
          -1.6492575316907894,
          -1.813023676484865,
          -1.8033917679728906,
          -2.163794862645107,
          -1.2796844878290932,
          -2.0617543480119367,
          -1.8672635087492766,
          -1.6810859724618779,
          -1.8444070110619082,
          -2.1696083759729228,
          -1.4401060369749255,
          -1.566630775290208,
          -1.9366858109061595,
          -2.0779780226913727,
          -1.4528851115666193,
          -1.7659312404265066,
          -2.3094437871204527,
          -1.8216327876706417,
          -0.9285462564388889,
          -1.8848251830437472,
          -1.7732980425797689,
          -1.9456007904363877,
          -1.8285833280723973,
          -1.2524318147167826,
          -2.152282519146095,
          -2.1853557629457065,
          -2.028306439390651,
          -0.6933015128703423,
          -1.3944802667272296,
          -1.495033311207987,
          -1.2495850105504824,
          -1.6358737183683774,
          -1.105283182784619,
          -1.2417765874170514,
          -2.205311620858233,
          -1.0413515493282786,
          -1.394159964600604,
          -1.771744850796954,
          -2.023976794135389,
          -2.343496014588009,
          -2.227169815206706,
          -2.0301330110487283,
          -1.9236844845590935,
          -1.8434928133482782,
          -1.776330609293025,
          -2.1218649373645717,
          -1.9930202008873001,
          -1.0787541242677343,
          -1.7951533030739628,
          -1.3696750319421482,
          -1.6626876273067523,
          -1.8712620463529261,
          -2.0704545865447757,
          -2.0870176926901074,
          -1.905538429863709,
          -1.3288789138079822,
          -1.6407020945323816,
          -0.6426473400830288,
          -1.2090317370483137,
          -1.3593297379472271,
          -1.7614163454750216,
          -2.2207676888634293,
          -1.9459875056980973,
          -1.6067452480981848,
          -2.1547036273475486,
          -2.1613705568912858,
          -1.7620780861308454,
          -2.0260164333612534,
          -1.5072798761412802,
          -1.5236032054449566,
          -2.4570483737332633,
          -2.4943886100640076,
          -2.5048521468630374,
          -1.9314506653739643,
          -2.317139425382875,
          -1.5980743563822608,
          -1.9632130497973546,
          -2.291177479547323,
          -2.608157693060019,
          -2.131341045929966,
          -2.112603555303413,
          -2.906507766777721,
          -1.9868794748698075,
          -2.2528296150678573,
          -2.0964488559894257,
          -1.8426231806607525,
          -2.309585690234141,
          -2.1875061152286324,
          -2.634291356007739,
          -1.933602929009637,
          -2.374397872879789,
          -2.277818935844654,
          -2.459423581168415,
          -1.9870285111674792,
          -2.1963891509805267,
          -1.7225409511670113,
          -2.3445361175192185,
          -2.664161426537332,
          -1.8727785450111842,
          -2.4356321201688416,
          -1.5397295678569594,
          -2.617231344911252,
          -2.1217692443323286,
          -2.3848861348935038,
          -2.58910940788545,
          -2.673817103782585,
          -2.5753752281402122,
          -2.6090830609263334,
          -2.481460719264444,
          -2.079274342539241,
          -1.5289879499868642,
          -2.4283966280096223,
          -2.1125000334078132,
          -2.3611292402659463,
          -2.8272023149335324,
          -2.8310906773400455,
          -2.0795690287285598,
          -3.1556313870148194,
          -2.470349805377147,
          -2.9775332691748506,
          -2.8878443272331547,
          -2.63306232867858,
          -2.603890969860993,
          -3.063152141884928,
          -3.078634479318192,
          -3.247758906620782,
          -2.8966321704252316,
          -2.7491568949411196,
          -2.795456802467014,
          -2.824978631062307,
          -3.311745411714396,
          -3.6268494545404577,
          -3.076776605153671,
          -2.79036282002459,
          -3.3668043854774776,
          -2.808710530422151,
          -2.3755395981346803,
          -2.860638175527801,
          -2.1128592244163786,
          -1.7777989825996956,
          -2.973280440102892,
          -2.9752592631698405,
          -3.152724674365145,
          -3.071711946375104,
          -2.891195163243851,
          -2.8138871737366267,
          -2.375236075433407,
          -3.0471726416334195,
          -1.6400251477115453,
          -3.143170858883942,
          -2.2714480284087504,
          -2.7097856784414107,
          -3.2559667658678295,
          -1.9695018215202194,
          -2.682537238843165,
          -2.587370424391801,
          -2.3810463096560386,
          -2.5006056294363397,
          -2.270172426798137,
          -2.4999375769702503,
          -1.5380571453500795,
          -1.9305335751951112,
          -2.7717348655292717,
          -1.868972949736566,
          -2.086266760708061,
          -2.343272290095977,
          -2.0020864993181036,
          -1.6111076917593181,
          -2.3894166998012007,
          -2.1138314566232705,
          -2.2398039082920245,
          -2.429680522317479,
          -2.2239542973444486,
          -2.10845695893995,
          -3.176753557263919,
          -1.9469914338484346,
          -2.6930853692377474,
          -1.8344595871092244,
          -1.7817705240555386,
          -1.8069335924850356,
          1.9952307785392258,
          1.895962746701053,
          2.07960990282341,
          2.193071116834382,
          2.1261866450362317,
          1.9698445365711332,
          1.2311229971926814,
          1.6768418215049261,
          1.766949255687526,
          1.4371173878377128,
          2.492285897591765,
          2.3133631685811844,
          1.8740289364156795,
          2.795171894333482,
          1.6653077215730898,
          2.5809300220302593,
          1.6619713873933957,
          1.980967614438772,
          2.090931099515737,
          2.6717282944872998,
          1.908826668908591,
          1.757305771501325,
          1.5706986891357464,
          1.6202491902745002,
          1.4442246236609821,
          2.254417532367119,
          2.2148283282653893,
          1.9189205384235044,
          3.130759423127259,
          2.422095690515919,
          2.0237934177622514,
          2.2915944435755113,
          1.3122003843655181,
          1.902196498413273,
          1.7313139054456301,
          2.182921091530716,
          1.7366639384573035,
          1.6066746695453302,
          1.7838953296778308,
          1.613140256617082,
          3.2430514534082224,
          1.3789558775671948,
          1.3843750486767414,
          1.3614254988795866,
          1.7599127270469124,
          2.251005686284399,
          1.5812808202209836,
          1.4007809231725052,
          1.888566720992642,
          1.4199647245553706,
          2.039473860506266,
          1.7754662358796458,
          2.056311615701381,
          1.5035035251452227,
          1.5904139090633336,
          1.7287476114076608,
          2.108662501284568,
          1.5180741309195933,
          2.173041555660434,
          1.7539559750401945,
          2.962864877955277,
          1.1686814231513583,
          2.3735479609070746,
          1.3456589369838532,
          2.1497333046209777,
          1.617665385352784,
          1.723659657829707,
          1.3486878135263645,
          1.7852264122530084,
          1.4157199653836638,
          1.6784893137408565,
          1.4938671018861862,
          1.81595007757785,
          2.1477221078330713,
          1.5955088877978572,
          2.043500148219125,
          2.0863848852911624,
          1.2671681414171094,
          2.3643790195093968,
          2.0501950239349536,
          2.1409272679203903,
          1.9563897335282316,
          2.2650971924713135,
          2.7279163322253672,
          2.1721143818478685,
          1.438728933955489,
          2.136577516016392,
          1.431646418333234,
          1.3668399740291362,
          1.7234353944501701,
          2.141823196244864,
          2.1117970964148096,
          1.969724462684564,
          1.3243984495927674,
          1.1108750894286825,
          1.9763663170637678,
          1.5042183769974644,
          2.018744893610174,
          1.7188524455917114,
          1.753331674512127,
          2.376675453594848,
          2.5092104386152263,
          1.481721302680155,
          1.9892748968904308,
          1.2770772748372958,
          1.7005405802169362,
          1.1757713827011556,
          1.6510160083536856,
          1.2471985436308581,
          1.896291692654327,
          1.2099583799883256,
          1.0881653668491245,
          1.2969812408094372,
          1.4173272357981554,
          1.9802793686526938,
          1.0957294367025845,
          1.240205743259385,
          1.4906558615932535,
          0.944190204496661,
          1.1484185669031923,
          1.6252264043860867,
          1.146860180649178,
          1.1590774000359254,
          1.2400215301628401,
          1.4819840551912182,
          1.7037996607644785,
          1.1866810817275948,
          1.1717635016991252,
          1.011725194971696,
          1.1949023623980546,
          1.1607705944777575,
          2.1011500084177794,
          1.1918668201742766,
          0.8361988863213308,
          1.731743487257262,
          1.2269256782957179,
          1.145598612622178,
          1.1638854264494225,
          1.4211643464724961,
          0.8041091093325206,
          1.579548835898455,
          1.5793709657015507,
          2.2410885310676156,
          1.9001787466536406,
          2.104616016220902,
          1.2819091582462243,
          0.9448867409212804,
          1.2623048400775188,
          1.2673483603503273,
          1.4013250464434595,
          1.3938901361593572,
          0.9820727723614515,
          0.9548731710806591,
          1.483463035798275,
          1.729437141717059,
          2.416248311749214,
          2.2132510241747028,
          1.5953259723680362,
          0.8399316856583476,
          1.074613312395056,
          2.215902525186866,
          1.3639361289891447,
          1.4342408680845435,
          1.2883995864815945,
          1.2004713928727047,
          1.2289456936184697,
          1.04598863312533,
          2.134968200873197,
          2.2787656389294706,
          1.2058729679812261,
          1.932509406613969,
          1.5186380955699914,
          1.1466062770211567,
          1.1426946274553709,
          1.5596591702323381,
          1.8791296636680568,
          1.798693885723675,
          1.4937386632468725,
          1.8775886183683446,
          1.2925278227928902,
          1.1919262753948765,
          1.9404180226914174,
          1.0628291174669995,
          1.617052191529894,
          1.3738442697776372,
          1.5636408914248807,
          1.1148726051719304,
          1.3657174869657114,
          1.0481847946519411,
          1.8861684529996063,
          1.6970153763824858,
          1.4309901895301944,
          1.451344270589218,
          2.3236274924659903,
          1.9473106986545405,
          1.7227681502177603,
          2.1908122697272288,
          1.5051799995333692,
          1.9954785144484926,
          2.5200489647629287,
          2.061951894668528,
          2.0539500447513666,
          1.526105934892356,
          2.055141919706395,
          1.9542517911186685,
          1.7769760199063538,
          2.51099444835765,
          1.742701467127185,
          1.620843020404188,
          2.5829967598206074,
          1.9287903987305361,
          1.7413224765817277,
          2.373685977618664,
          2.66308657441608,
          1.7856032579768806,
          2.2492201524024376,
          1.3235073385797846,
          1.6608835523755574,
          1.700939284320415,
          2.6884636151013392,
          1.659889160038365,
          1.9570921353868374,
          1.5387182391949832,
          1.4683220238037598,
          1.0993667581962874,
          1.6903716699481248,
          1.8641326682209574,
          1.0335265333310315,
          1.2779224463778807,
          2.0330189945990598,
          2.1428653724719777,
          1.8728972174681202,
          2.1488393184040286,
          2.2906516888147204,
          1.6242263678859694,
          1.97740383493021,
          2.0373726185289844,
          1.3722466883035402,
          1.9165077980833534,
          2.315630628021559,
          1.3995807070473103,
          1.6962503151172605,
          1.5674570181277827,
          1.4499784678914105,
          1.9406653807062093,
          2.271395319153268,
          1.8428097480648484,
          1.7310838745488557,
          1.8503632359400597,
          2.5100930589461474,
          1.740591960294585,
          1.6009902097625779,
          2.0262407496263606,
          1.3867640543043287,
          1.5205875652961172,
          2.64042228730155,
          2.276617143783237,
          1.5361037115774085,
          1.8031008365746486,
          1.3307471440935468,
          2.199797202677043,
          1.5328964013727073,
          1.977975405793555,
          1.3157936978297067,
          1.6731485517065845,
          1.6698906734474508,
          1.430505959293098,
          1.8870220488950082,
          1.3179455641655808,
          1.087123812954796,
          2.1562187510071027,
          1.0942964627576424,
          2.2614019485288357,
          1.1714873991155061,
          0.7987017698825432,
          1.0469227950471751,
          1.2818431021871441,
          0.8757719912636093,
          0.9141349143814536,
          1.4224731494913945,
          0.9737735692259147,
          0.9267473777437302,
          0.9958088333153072,
          0.8770233726863208,
          0.6920133891479635,
          1.4598928195005496,
          2.2253189922097225,
          1.5179535344149442,
          1.0938159038710893,
          0.8849227206189875,
          1.6494976275874917,
          1.387839376144263,
          0.4383725799487062,
          1.0061292813797649,
          1.7471964520025032,
          1.0568541877835653,
          1.5248105617663565,
          1.633438130741427,
          1.100512707599799,
          1.4529787051666025,
          0.6332590114871035,
          0.6654358210139981,
          0.9322148446986557,
          1.5642777231060618,
          2.760153470789792,
          0.9885051352562267,
          0.8118431212195285,
          1.5811881222589472,
          0.6852153282054244,
          0.49458778476335874,
          2.010728595867868,
          0.9751319852119974,
          1.3220658253833681,
          1.892263713807186,
          1.8231205133804458,
          1.2336143251616227,
          1.271101605274629,
          1.8631260841298527,
          1.6959339676227292,
          1.9033475198801542,
          1.4038904450521357,
          1.2455563293226717,
          1.5591260804961533,
          1.8883924075828697,
          0.9168969866995512,
          1.570443486617476,
          1.2458789818964449,
          0.8626475806854028,
          1.9775802352287837,
          1.6174171301612532,
          0.836516133376785,
          1.440968677340387,
          2.0906544755849805,
          1.9728285049958831,
          0.9023301636325185,
          1.7605904086993898,
          1.3753619337166392,
          1.1516680792466174,
          1.2332296962494975,
          1.1191183782383105,
          0.8487746452436888,
          0.8876594571999691,
          1.2511707381860704,
          1.3996254376417145,
          1.3922986257188783,
          1.263491085918205,
          1.1453285191459117,
          1.2375364647410114,
          1.5276557697105253,
          0.8874548771364541,
          1.106252660137092,
          1.2934339216416042,
          1.7416071761931369,
          1.526416022951566,
          1.3086755337127367,
          2.16775905538505,
          1.4396435155410856,
          1.1339363570237064,
          1.4017111529731248,
          1.881927545807557,
          1.9851005328130689,
          1.126148855404414,
          1.5060508773302912,
          1.6787824656593213,
          0.6015832113308421,
          1.4424222055248552,
          2.1495286059701586,
          1.8701489260915074,
          2.1049585414848075,
          1.9753923577806807,
          2.040906955938959,
          2.296182049592476,
          1.5609008948578935,
          1.4685656872429014,
          1.451763329711096,
          1.448376181881587,
          1.1989082495303585,
          1.4064766177010748,
          1.4321863132210626,
          1.1952069120060789,
          1.1416012451790174,
          0.632555380664288,
          1.1360826773805428,
          1.0374340729214528,
          0.8873416550172368,
          1.3554455763388626,
          1.494444269818567,
          1.0205380771074961,
          0.7351140460603934,
          0.9526124705210033,
          0.7217508390536597,
          1.1842359308459856,
          0.9217903740757984,
          1.1696593878102395,
          1.2114116162628308,
          1.3549218926345414,
          1.8408397613861498,
          0.6827029172232922,
          1.1038042375721775,
          1.14223109973321,
          0.9678270873981539,
          0.29626520855286875,
          1.2470522820589138,
          1.2534425315157218,
          0.48374840472864145,
          0.3854629620501639,
          1.088220246093303,
          0.806758551377692,
          0.09553113423652083,
          -0.0899342863751469,
          0.11290860684489212,
          -0.11157086181045112,
          0.40173683453397097,
          0.5340969765597274,
          0.3218906412526459,
          -0.2361629491855599,
          0.0943610958985617,
          0.4303960854918387,
          0.7534189616218903,
          -0.204429007595918,
          -0.24349353561417925,
          -0.06433386751169985,
          0.4193375145741683,
          0.3294499721094541,
          -0.5755462770769234,
          -0.06334737878043298,
          0.25034241847692595,
          -0.12846935797101752,
          0.5377139048931376,
          -0.22028385556147553,
          -0.5029442235876154,
          2.3084740599588827,
          0.2534669251788714,
          -0.19427062497040196,
          -0.5527892152897033,
          0.08196220715360054,
          -0.07413820855446986,
          -0.12538667602616038,
          -0.29177530063141965,
          0.5000554943437884,
          0.5315533153723625,
          0.9392131160608974,
          -0.10086453768043273,
          -0.33299577540096553,
          0.22572639118337232,
          -0.3953816575874027,
          0.273473199607442,
          0.46936702244953044,
          0.4068757894695711,
          0.8185374303243745,
          0.248744850496142,
          0.779488759692755,
          0.4385249811170213,
          0.6577240454005429,
          0.8473636207621638,
          0.8030059153336161,
          0.27299029131023167,
          0.471579825618908,
          -0.17507349385299395,
          -0.0006045882095515525,
          -0.15453431777742646,
          -0.11507382789365322,
          -0.024153352366505954,
          0.03549910328852219,
          -0.12860862018306618,
          -0.7129225856170747,
          0.49435335741896885,
          -0.15139966841193095,
          0.20290206033752634,
          -0.19021515840602518,
          -0.1747195141155686,
          0.1605603153793265,
          -0.30704552398066437,
          -0.3400047552976824,
          -1.0942987728070979,
          -0.9095091291507137,
          -0.3825424615881163,
          0.2423423332750039,
          0.2235915541821979,
          0.6901515743656799,
          -0.28584928532681303,
          -0.5033184548740197,
          0.2017023246543575,
          0.5361583284761677,
          -0.4275177028446978,
          -0.15496137781827965,
          0.36374387129061403,
          -0.23278581213245347,
          0.2758739230843528,
          0.7833205318811804,
          -0.8270422406643801,
          -0.0586528929744963,
          0.28529557191724514,
          0.7013840973318686,
          0.9737515488739836,
          0.6736374187839124,
          0.7925996969736978,
          0.3146538775534031,
          -0.4683819162580657,
          -0.2615019926637347,
          1.6095728749405895,
          0.4159840777076805,
          0.014408628586885857,
          1.6321151004922254,
          0.461187964120185,
          -0.567529119390638,
          -0.7947735020070482,
          -0.7129165137640078,
          -0.8507102816793536,
          -0.7998976078094252,
          -0.8606917163306697,
          0.2227058999745639,
          -0.4791776942004577,
          -0.8133440401310223,
          -0.7357045329688906,
          -0.3303140224053534,
          -0.800787104906554,
          -0.7854286107265412,
          -0.7613075966377049,
          -0.6475714424128084,
          -0.09207102906610867,
          1.9297772911910291,
          -0.4848239870676882,
          -0.8839832041152454,
          -0.16377748682731436,
          -0.5903316206567579,
          -0.6476456966374352,
          -0.4250392902005614,
          -1.025369902760663,
          0.048191982348649104,
          -0.21967797897931657,
          0.20881358172180403,
          -0.6444302217810555,
          -0.26957067697090226,
          -0.2641041747783618,
          -0.800641635642846,
          -1.0371474176117623,
          -0.3824933693138107,
          -0.45310669513290747,
          -0.0326738617654236,
          0.07783779442518968,
          -0.4335118787355417,
          -0.2791683000131149,
          -0.24765980978735638,
          -0.7680471986429992,
          -0.09213804377175357,
          -0.38400529111878656,
          -0.07002169175244419,
          0.41608936835638966,
          -0.5014255355205657,
          -0.6544673645429874,
          -0.5200278444916363,
          -1.0994351814829795,
          1.952361315919605,
          -0.5822188603621884,
          -0.9656399309954331,
          -0.8765688101913068,
          -1.0428209232056027,
          -0.2378742732795484,
          -0.5075751899464889,
          -0.7926580382488152,
          -1.2282321036856723,
          -0.3826053968057846,
          -1.0440846876126066,
          -1.2718744033842564,
          -0.3855035411824582,
          -1.141652299308754,
          -1.3915189946844428,
          -1.1871507169497444,
          -0.7030785562286717,
          -0.9571739351386516,
          -1.4437847109341084,
          -1.7643724129690121,
          -1.0260517082098974,
          -0.9018133720567647,
          -1.0122545343655547,
          -0.9654923158397526,
          -1.1429619214356408,
          -0.7075248209952419,
          -1.1799824740782148,
          -1.6951789861338373,
          -1.1487967507278167,
          -1.3341837923014483,
          -1.764726478078905,
          -0.3706756766595281,
          -0.6424152998227458,
          -1.058626487582504,
          -1.3600932383682935,
          -1.4657886046594821,
          -0.9596429407533623,
          -1.0561888007663094,
          -1.4702107749064404,
          -1.9495077622816068,
          -0.10438195417595994,
          -1.4326073248452829,
          -1.066056124036543,
          -0.9105328885304822,
          -1.023713594355086,
          -1.3097719206724001,
          -0.7565516801487266,
          -1.3787886900016608,
          -1.5983586999567654,
          -0.9647012026952053,
          -0.6141230964462704,
          -1.67557631372095,
          -1.6369168053000769,
          -1.578062919910914,
          -1.3759001243691453,
          -0.8868918250658624,
          -1.0420745606694377,
          -1.7583953394715275,
          -0.82595606493644,
          -1.1576504006693245,
          -1.9997054805658772,
          0.18556335760478507,
          -1.453952912077554,
          -1.14146442002298,
          -1.8445536965600593,
          -0.9101533753599305,
          -0.5526728434127762,
          -1.3749128365077103,
          -1.3648746121508564,
          -1.5523055168666677,
          -0.8789783271025746,
          -1.471413097340222,
          -0.043096177188415186,
          -1.0027674642376487,
          -0.4128700749984685,
          -0.7829875297381759,
          -1.5451686484439382,
          -1.4255246062624278,
          -0.15233609529123063,
          -1.5242047575934219,
          -1.2320192426297942,
          -1.0889727949502932,
          -0.7026110227532767,
          -0.8398986415839472,
          -0.8569830206285408,
          -1.6840390805109198,
          -1.071590134416093,
          -1.7552980236981133,
          -1.3498735349053532,
          -0.9129533834736905,
          -1.7336612976994292,
          -1.3450762034600912,
          -1.1234791421806063,
          -1.2630680105969618,
          -0.6204806601251565,
          -0.49219410590086654,
          -0.9025297034415635,
          -1.6604434070378262,
          -1.7794338793237414,
          -0.8019718909102055,
          -1.2222098277078883,
          -1.7283660725344203,
          -0.979222591315622,
          -0.8881447155977121,
          -0.9415919889222346,
          -0.7926593434323297,
          -0.7473868305111769,
          -0.256590427955483,
          -1.8274236822162289,
          -1.3684655177153369,
          -1.8008230106388292,
          -1.6413958532683033,
          -1.222384292776793,
          -1.7557048616173148,
          -1.1669516931717159,
          -0.9608811231604893,
          -1.0388914760394103,
          -1.6613258834384212,
          -1.809873018087357,
          -1.7641389916752424,
          -2.4915412784185786,
          -1.8026993663921822,
          -1.8443117170886656,
          -1.3982001145829972,
          -1.6877294434449086,
          -2.014950105811632,
          -2.10513277958785,
          -2.3021088951416924,
          -1.9251298704118103,
          -1.9169358642078345,
          -1.904821311789084,
          -2.277411357481153,
          -2.3528092684317636,
          -1.2384932068339378,
          -1.5683819004187352,
          -2.0050733528311233,
          -1.2988151621639803,
          -1.905553147441694,
          -2.3455748903230242,
          -2.245171057241236,
          -2.081420836367837,
          -1.974782169348238,
          -1.5967594252229886,
          -1.603758929651918,
          -1.2903426467936432,
          -0.6171222212605236,
          -1.77085475169732,
          -1.3827623479351454,
          -1.099321421433141,
          -1.095089340873899,
          -0.3834619519964495,
          2.587623719899212,
          -1.3422918163103947,
          -0.19253899031222937,
          -0.7734102009681315,
          -1.8823644137217954,
          -1.5471309234520523,
          -1.2891954029516208,
          -1.523838178495242,
          -0.9642565953896987,
          -1.1675573279625315,
          -1.7918813299220526,
          -1.07368953149929,
          -1.5632807079709192,
          -1.7182482663740901,
          -0.6143834203328379,
          -0.6684759110607259,
          -0.6799758106616001,
          -1.686001981122363,
          -0.8962528500489492,
          -0.7088224631497689,
          -0.7708852132365879,
          -1.748881185339114,
          -0.89630116752018,
          -0.44002713466262566,
          -1.052369923203945,
          -1.1342193077900173,
          -1.5291423575515484,
          -1.1073526596713488,
          -1.1617582410459404,
          -1.2891935380101605,
          -0.7970625395484783,
          -1.2836819054336577,
          -1.597997394973678,
          -1.19088025278055,
          -0.8488392031408178,
          -1.2290678686907126,
          -1.3307634896479037,
          -0.942242238610178,
          -0.9663358881939809,
          -1.0583049633542032,
          -1.4737459333136445,
          -1.8647078517888547,
          -1.2233579213918238,
          -1.741144231080681,
          -1.481693444802624,
          -1.4080192572337702,
          -2.0433293830117165,
          -1.4108698028571691,
          -2.007904298698744,
          -1.710068619067267,
          -1.764357819709536,
          -0.9590094196388197,
          -1.787623599198106,
          -1.6679610814074703,
          -1.6667166817392474,
          -1.755210626473469,
          -1.8211480588592317,
          -1.8170917629652235,
          -1.8137033363330464,
          -1.8758691879993816,
          -1.2663412426780245,
          -1.1350511743598704,
          -1.0511342431358974,
          -1.1794403435643679,
          -1.6932394365671848,
          -1.1558540826483152,
          -1.5566697392731008,
          -1.5194145081875747,
          -1.168396749334943,
          -1.6391334111737685,
          -1.4869524708775066,
          -1.6704603534824036,
          -1.507436240438732,
          -1.3818320500217731,
          -1.4260936815060323,
          -1.3829663592438326,
          -1.7525138756216696,
          -1.2741483029440983,
          -1.075503862983449,
          -0.9862009870574266,
          -1.3620607991549032,
          -1.4353312354997307,
          -1.5270710755181351,
          -1.0268436918239396,
          -0.6357872503848464,
          -1.137882949260243,
          -1.3955707880122001,
          -0.5198841825967515,
          -1.312512069059025,
          -1.6864640058418259,
          -1.1276611303823139,
          -0.8636534945594907,
          -1.6592063382010476,
          -1.6703238226195507,
          -1.7356971140823534,
          -1.000182541625913,
          -1.4207853498496708,
          -0.6958519531654088,
          -1.565629973626965,
          -1.0813041637727423,
          -1.2150019642935306,
          -1.3650577905834318,
          -2.0790718626651365,
          -1.871478844399158,
          -2.1734570535980717,
          -2.6999095153082733,
          -2.47802857593436,
          -2.48131041503971,
          -2.4094208970436295,
          -2.318826777510134,
          -2.236110316027978,
          -2.493512669853487,
          -2.674615505636422,
          -2.540692764326579,
          -2.173503854941397,
          -2.4698231014752094,
          -2.0812948751344074,
          -2.459924127606279,
          -2.2916208305479278,
          -2.3644758584461196,
          -1.9657190765321733,
          -2.1807541096242127,
          -1.8407248561067513,
          -1.4745948422929311,
          -2.2478145074274605,
          -2.4483061188371815,
          -2.7603275148767574,
          -2.628099053188951,
          -2.7897593529362195,
          -2.5367703374126878,
          -2.0758266957493454,
          -2.2018894847562818,
          -2.0228452036394646,
          -2.0323460323136837,
          -2.114216800666852,
          -2.7084657460304853,
          -2.550954991556633,
          -2.024489784218463,
          -1.592507206509461,
          -1.910517145256415,
          -2.360666077804439,
          -2.224357944273507,
          -2.0994707159558015,
          -2.528295650121121,
          -2.8526948980957507,
          -2.586651639836666,
          -2.772527093635407,
          -3.144290753065542,
          -2.7036595880200367,
          -3.2056701736659075,
          -3.1141319566072876,
          -3.077207091855418,
          -2.7709200722658522,
          -2.686335601739525,
          -2.1518584150885323,
          -2.7546477462969503,
          -2.9844709035001644,
          -3.340978944970401,
          -3.34931149250244,
          -3.4665387673730317,
          -2.7276852267116243,
          -3.0987414948986594,
          -3.2487373536812996,
          -3.321580648514299,
          -2.6445679644097098,
          -3.1099289408419786,
          -2.6803416660824895,
          -2.88097957400552,
          -3.2911330359235595,
          -2.5837961393293956,
          -3.495370206111387,
          -3.2563698365506344,
          -3.514151369289136,
          -2.9708892869928314,
          -3.37389369054901,
          -2.9573581440554118,
          1.8637601430360922,
          -3.1163628297550043,
          -2.0433959599831426,
          -1.5559076849418756,
          -2.195530881646033,
          -2.2822570856889604,
          -1.4246463599055685,
          -1.6540255985423153,
          -1.8095909729805961,
          -0.6133601588836045,
          -1.2870835683565243,
          -2.435988666307287,
          -1.6894596434256273,
          -2.133835808182315,
          -0.8808344762062653,
          -2.227772141597304,
          -1.8084018374727484,
          -2.1770039927137868,
          -2.1819818448313164,
          -1.1241179759695739,
          -1.8774236210674273,
          -1.8220047280137697,
          -2.2266462173729176,
          -1.2185321810259038,
          -1.3581995579014357,
          -1.997493502415572,
          -1.1338183420583023,
          -1.447207742013292,
          -1.7106278887512658,
          -1.4151442132246115,
          -1.7999949527126728,
          -2.2483033886206867,
          -2.1019476163459947,
          -1.9282170350447851,
          -1.2877780540901043,
          -1.8472805049261207,
          -2.015387077790388,
          -1.755638411104042,
          -0.8755238353459455,
          -1.9371384367349143,
          -1.9349548089113202,
          -1.8273871313092858,
          -1.605259840198536,
          -2.0650001214818956,
          -1.8398415345066272,
          -1.6409996462813896,
          -1.9138275335767467,
          -2.00341294196385,
          -2.0153188953741763,
          -2.1543127161250544,
          -2.093638639128311,
          -1.992529771683518,
          -1.7071913152086173,
          -1.3648498162230447,
          -2.2747566057390918,
          -1.672201343813349,
          -1.042623838596841,
          -1.6086890797218767,
          -1.7437538321849846,
          -2.3087853289490643,
          -2.00142737679154,
          -1.4327606078668311,
          -1.6135920952196303,
          -1.5937161618393392,
          -1.6328073941019507,
          -0.25405773912337626,
          -1.5152164400972246,
          -1.6667385040700995,
          -1.833698863322833,
          -0.759555901637494,
          -1.6818562959614543,
          -2.036141021624389,
          -2.2291625643087856,
          -2.2019498866904943,
          -1.6878368134985657,
          -1.2660190305319459,
          -2.098870780962567,
          -1.9238468729914815,
          -2.420968281552097,
          -1.8103275841543263,
          -2.1457257095684685,
          -2.4447875212563868,
          -2.0434614678757934,
          -2.446736154398761,
          -1.9674169046957033,
          -2.013283655344054,
          -2.5107540208319574,
          -2.428428233169074,
          -2.266116220729773,
          -2.224025283563105,
          -2.1769077376994255,
          -2.7129119892016127,
          -2.4501009125568105,
          -2.036154855356159,
          -1.8158388134752594,
          -2.731468487904861,
          -2.489560756185159,
          -2.161033844701821,
          -2.6115873920904593,
          -2.553773271600388,
          -1.8207480983121285,
          -2.208308248056503,
          -2.3413073481205915,
          -1.8819792902414672,
          -2.369476943667484,
          -2.3418842320054107,
          -1.816685793243092,
          -2.1247684077619446,
          -2.265917018329656,
          -2.3520493957806057,
          -2.2600949700765702,
          -2.165136744079544,
          -2.5425320636982054,
          -2.742856218714081,
          -2.3292453346467523,
          -2.072006145067842,
          -1.8833991395458591,
          -2.292829992531619,
          -1.9574330213216906,
          -2.040780448125477,
          -1.7929356551295257,
          -2.3871070166376804,
          -2.672416224206285,
          -2.455313534920228,
          -3.0920333811648906,
          -2.7405159613757246,
          -2.8011997291956416,
          -2.805941560223967,
          -2.6216815534275524,
          -2.2310480104181685,
          -3.1549551922638925,
          -2.056033310000813,
          -2.6583131122344867,
          -2.6640266345532213,
          -2.448360383733485,
          -2.7163314946565373,
          -3.1143534029098405,
          -2.9154011490289364,
          -2.885089813070002,
          -2.959298768850665,
          -3.1090508862821946,
          -2.7534457731375874,
          -2.93456253712707,
          -2.6726734701901544,
          -3.2978910424239727,
          -3.5717701514570197,
          -2.86654580425417,
          -3.1745442553180263,
          -3.428121724450891,
          -3.063454645123329,
          -2.533399218892412,
          -3.0029790798722544,
          -2.9792162502565622,
          -2.7808628264854103,
          -2.9881239402171307,
          -2.950773516776037,
          -3.0644448562953595,
          -2.6858736498746034,
          -2.897881035417184,
          -2.7140615565514348,
          -3.1281381674702087,
          -2.9278394363403395,
          -2.6347204869539538,
          -2.344404049284154,
          -2.8184431787368984,
          -3.088073345359505,
          -2.9057788683835017,
          -2.869270815976264,
          -2.188132079600011,
          -2.532981237531189,
          -3.345534375527347,
          -2.609546924545752,
          -2.688743132101166,
          -2.8149417605602673,
          -2.365214434105216,
          -2.695699785853312,
          -2.4227434376277395,
          -2.2976884510704765,
          -1.567858462276413,
          -2.628389628805741,
          -2.2333693829343555,
          -2.567116883201588,
          -2.9037343778858222,
          -2.2990222045003033,
          -2.1156920660789638,
          -2.448212153532359,
          -1.6291740790342728,
          -1.9658831627095428,
          -2.324862575780544,
          -2.2108563020440477,
          -1.818939686335986,
          -2.7144753116375604,
          -2.0169042213479793,
          -2.7134485717361514,
          -1.5020245963258976,
          -3.132008837415951,
          -2.248273638366656,
          -1.567517903329976,
          -2.034951831608089,
          -1.5549671219826608,
          -2.215714436965075,
          -1.525946544482894,
          -2.3538592574623087,
          2.118118284580472,
          2.4491929553813656,
          1.7661504086261277,
          2.0456513123586135,
          1.7333066016891672,
          1.160506841153016,
          2.5631408611910484,
          1.8885273169686876,
          1.3821888606516364,
          1.8394277564845993,
          2.3070007678086073,
          1.088510745177474,
          2.2493540310439513,
          2.3148358194048444,
          2.4551762352279045,
          2.0139577749977806,
          1.6723130037416014,
          1.7005998575194237,
          1.9228153384487014,
          1.5137877406093074,
          1.8839156109895516,
          2.2855382358440433,
          1.7126955244846436,
          2.107324956128556,
          3.17536040132656,
          1.8456453694433355,
          1.5432347796573753,
          1.9881477495650046,
          1.9822098980205323,
          1.7175837207133962,
          1.8316931800747043,
          1.855874612838372,
          1.225422834708217,
          3.1650711584559303,
          1.949296990052341,
          1.5831294565182092,
          1.8987458534076556,
          1.561429802737832,
          1.5770825726037876,
          1.9305226584239,
          1.9451191189325339,
          1.8052162748769707,
          1.8621370339755305,
          2.7093629603242038,
          2.6911224143793864,
          0.8884244506535705,
          1.7500537426133589,
          1.69041312324056,
          1.7606763862573696,
          1.2291806180081595,
          1.683244267417299,
          2.612186306503461,
          2.119345703273919,
          2.170026713434735,
          3.2523878230612895,
          1.51921690668062,
          2.0957918310161707,
          1.628978972877554,
          1.6994256000232604,
          1.7362584863722,
          1.2907477766156243,
          1.8390780075544866,
          1.7375870900543555,
          1.1441505733468036,
          1.380205300425429,
          1.9247602613063628,
          1.6204956322571273,
          1.7519083960816653,
          1.735096040409355,
          2.22767092487838,
          2.6063050676502058,
          1.8691894949369021,
          2.358437406133293,
          2.0158572388953684,
          2.0118476330774726,
          2.0119825577228196,
          2.629888896165525,
          2.7423252972700243,
          2.2469998294418154,
          2.2495870314850555,
          1.9530228522903705,
          1.14061233643436,
          2.0642061650090167,
          1.5776697220652487,
          1.9484060375239465,
          1.4634719233292908,
          1.7255239040382788,
          1.9168316969869905,
          2.624520042446176,
          2.0037880625725246,
          1.7635481733229248,
          1.44529864037388,
          1.3710881939564805,
          2.153649599354729,
          3.0856934659610418,
          1.6866839203304569,
          1.6012651862251532,
          1.8737057174329184,
          2.257114092638294,
          2.2395285619029415,
          1.4056269425940406,
          1.5582687697613948,
          1.5190043947935608,
          1.1307639388013773,
          1.6193446965966742,
          1.004298404286517,
          1.072084972049157,
          1.4402174006513815,
          1.7190923234180355,
          1.2112565038073657,
          1.5916832119832036,
          1.1661992431381338,
          1.4947015643006563,
          1.5286022642917358,
          1.4858426828351405,
          1.4167402675733045,
          1.2469946014505044,
          1.6373725742424599,
          1.1361004827062968,
          1.0429654591248827,
          1.6930517752667629,
          1.867632679297734,
          1.4714903547157954,
          1.266815121817119,
          1.8262006237967627,
          1.1481246640566347,
          2.129186493212991,
          2.214518851284689,
          1.1176005228807384,
          2.6401292900874367,
          1.5160969914911657,
          1.440956945647024,
          1.1613241801588376,
          1.4149372919183207,
          2.770623705078832,
          1.0805122875784399,
          1.083795388828647,
          1.1792863319619429,
          1.2866525814725522,
          1.2607877476152647,
          1.5550840540253876,
          1.5649815526436708,
          0.9630979285564992,
          0.7893507897602831,
          1.4631907434294857,
          1.2525571665837645,
          1.4481379342611937,
          1.5852191845048988,
          1.5237913200348,
          1.128574190687916,
          1.73703783720571,
          1.9920133319316267,
          1.8832471348881956,
          2.2753456855612,
          2.405515066737656,
          2.4190098632542045,
          1.6582356648577572,
          1.3802098555242903,
          1.6521244235437564,
          1.385628162672567,
          1.3640003878086553,
          1.063984580757442,
          1.0317848292932537,
          1.8726021095643792,
          1.6917617344411344,
          1.7426348675822407,
          1.076718665801533,
          0.5984403190450388,
          1.928204052224501,
          1.2086857068415875,
          1.5119476743455216,
          1.7736741062114822,
          1.8429519372836844,
          1.6288738234393514,
          1.9783872007008803,
          1.6549604370152167,
          1.328242599248819,
          1.2936426798276868,
          1.3764639477151346,
          1.5436392644568102,
          1.562837413270187,
          1.4384563965068469,
          1.4224609113020772,
          2.45388749974667,
          1.524524822209005,
          1.320004632580131,
          1.5894329278994064,
          1.5732479915856357,
          1.5845769108715104,
          1.9920752973900362,
          2.0904717264650934,
          2.148615600303678,
          2.8567965667924606,
          1.5749571441944494,
          2.4832532916339267,
          1.6021703845670103,
          1.7748767524194549,
          2.27195462855398,
          2.17408758999044,
          1.9033475429668916,
          1.787331251008464,
          2.049513698434394,
          1.6969603163473643,
          1.7909967616840665,
          2.4763653631105473,
          1.75360905806878,
          2.1652791654069774,
          1.3112730984889074,
          1.1667457982268157,
          1.733339145371581,
          1.5996296221370168,
          1.8073822750469315,
          1.2396243026769362,
          1.2723537830494722,
          1.442798092358147,
          1.4870888005299991,
          1.5795803040407805,
          2.069777783855384,
          3.0238313074065055,
          1.524585703992751,
          1.8935350174861296,
          2.194076261685097,
          1.5616673603987603,
          2.455099180126087,
          2.1953010271690854,
          2.246377828184631,
          1.8312998756675776,
          1.4931925274881424,
          1.8113902262358952,
          1.5721806302425558,
          2.486107037232691,
          2.100805845880696,
          2.1598765810632767,
          2.533107512797162,
          1.6003535925168129,
          1.8303090032169909,
          1.4330504945997,
          2.115877834803318,
          1.2578510350595793,
          2.2761136981560797,
          2.1639249083528145,
          1.672531997710064,
          1.40255281093041,
          1.3516339009873366,
          2.569709832672491,
          1.9826712266156816,
          2.1326461894121915,
          1.7200980095436458,
          1.116856479226744,
          1.520072650424928,
          1.2991246767417324,
          1.2255132571931318,
          1.6401034654596034,
          1.7795472582284142,
          1.4351805907979296,
          2.0838152320875216,
          1.4684507426341658,
          1.1577499570061556,
          1.536044322411091,
          1.195913990983252,
          1.3019498442939823,
          2.7950086574779887,
          1.4830608234688745,
          1.7205806510861492,
          1.3803547253859025,
          0.9674642886654597,
          1.166015084891001,
          0.7170103648790674,
          1.2222919573397637,
          0.8864758517542136,
          0.7480497091305605,
          1.6506966671830128,
          1.4915209054954641,
          1.243481426137217,
          0.9556040814441251,
          1.8374235837781003,
          0.7397527159515648,
          1.3802241206880135,
          0.7273173732669237,
          1.80822676805803,
          1.1740744730226065,
          0.8699861205920643,
          0.9870181712654029,
          2.105234431761018,
          1.5612404843873768,
          0.7735298507012227,
          0.9643478594309747,
          1.4770654525910678,
          1.634375291932682,
          1.1880138081063787,
          0.93448428035652,
          1.5225452283168923,
          1.7165052291207752,
          1.2203714170356301,
          1.0795172730354134,
          0.9004060958633815,
          1.8362838731941917,
          2.38269319945655,
          0.8174533795889699,
          2.1375895521102035,
          1.498766391444048,
          1.577632000832237,
          1.2875338368565983,
          1.0488184930001392,
          1.1079177916527956,
          1.9855211794583734,
          1.675131082658063,
          2.028936954542915,
          1.6653939634593746,
          1.606422164316698,
          1.1399208479243303,
          1.4684582652637037,
          1.1166178372300368,
          0.9213032107932517,
          0.8992213225179898,
          1.5971299390710587,
          2.259938631935631,
          1.0043961935351817,
          1.9795953319987258,
          1.173690869042684,
          1.4127922157262152,
          2.093195654465105,
          1.1305656157153388,
          0.9350140445066558,
          0.85417438197509,
          0.9399059621716153,
          1.1380286475173698,
          1.3676212261485448,
          1.1101872351885875,
          0.9230785336246716,
          1.6556730560935689,
          1.5401027966850145,
          0.9132351411095808,
          1.210302858537816,
          1.2924886945324694,
          1.4636162602950427,
          1.2897347869243319,
          1.6456838693689217,
          1.0387974127042048,
          0.9467720614881695,
          1.7876862859151408,
          1.2215923153650408,
          1.5932427761386199,
          1.2026940793467475,
          0.9738725877542017,
          1.1154705567335008,
          1.3205218409138462,
          0.8996849484076563,
          1.4446376539491124,
          0.9479840125499054,
          1.401528697299478,
          1.476135308006994,
          1.075379189794757,
          2.3594693832285487,
          1.9603843448317373,
          1.6251175166527128,
          1.8457465475620525,
          1.68395405483435,
          2.0862250486969187,
          1.556072501465832,
          2.2819744054280733,
          1.2706941114283774,
          2.331595754004819,
          1.3430005889646925,
          1.9530083093733834,
          1.9293372015123016,
          1.2261542346050145,
          0.5647478633008116,
          1.1563288708779986,
          1.0621539747609856,
          1.8788136074113084,
          1.0549851149752736,
          1.1227418602438741,
          1.499895550522078,
          0.7934775420957779,
          0.4858214176674288,
          1.4494249001891526,
          0.7091562720162196,
          1.7422471636227312,
          0.9152512512941327,
          1.5300403781246192,
          0.8655572687770517,
          1.7510927107386884,
          0.9575142130045612,
          0.5562667461342504,
          1.1418956233270579,
          0.4985257094779529,
          0.8947399318344832,
          0.8387408078710299,
          1.5510068753641593,
          0.526281605594564,
          0.7942601115595244,
          0.9409373424044593,
          1.3505965784753566,
          1.5132378727421527,
          -0.08368515712501905,
          0.40924589986771187,
          0.3503615002813277,
          0.47190414300235695,
          -0.05701472009636711,
          0.11989871630198802,
          -0.012497075356368176,
          0.37949037260723567,
          -0.13950401226443684,
          -0.17012480152449205,
          0.11873444821358796,
          -0.13542445473038003,
          0.30009026802012606,
          1.0854482446020952,
          -0.16440436911238326,
          0.2494765206130513,
          0.22472135945459212,
          -0.08805734068896486,
          0.1712188435546953,
          -0.3263263853853522,
          0.4597397305782907,
          0.904156020303312,
          0.09538541805596368,
          -0.31224024648516924,
          -0.03893473587971966,
          0.01952524664871106,
          0.10925061099209488,
          -0.36108170221253316,
          0.1600022309105261,
          0.1812227557315291,
          1.6667984137395184,
          -0.31606071399799285,
          -0.3151872340069589,
          0.07353045681112316,
          0.04255942737595033,
          0.515826982523142,
          -0.21874937054400875,
          -0.16890006567197954,
          0.7551231455882514,
          0.4041963231145247,
          -0.003884757213689804,
          0.6161277823019253,
          0.03788157591630531,
          0.397677478365632,
          0.27930849955525716,
          0.40192389765724434,
          0.6691241900487251,
          0.7179907224885128,
          0.5541130824413423,
          0.9975744538758083,
          0.9347393610671948,
          0.16146432403395602,
          -0.04434098927008314,
          -0.4994093592089143,
          0.05140970861607792,
          -0.2746510155984605,
          -0.47451196786998395,
          -0.8282183826701518,
          -0.7655387620918053,
          -0.6181301497271872,
          -0.5450797748928708,
          0.9144126604376565,
          0.09075268129409986,
          -0.15352285010275415,
          -0.4275391227917736,
          0.38393936178872656,
          -0.014815596321551532,
          -0.33128968276982756,
          -0.5400220874847879,
          -0.7456562676451758,
          -0.8147718861970021,
          -0.407517409428113,
          0.13006049147357884,
          0.14112987608922034,
          0.3351473325695803,
          -0.36549564315692995,
          0.13353739257739736,
          0.2983044838417566,
          0.6233107299374911,
          0.6561079296984548,
          0.7359621754981471,
          -0.002902069334094532,
          -0.36732736795332616,
          -0.4954998721141612,
          -0.07084755792781726,
          0.6408550216794299,
          1.4701113382586852,
          -0.4023357115211653,
          0.26096631439346213,
          0.8510404343600882,
          -0.5978300283637649,
          0.7564619459406722,
          0.8901743387874405,
          0.37068674043551714,
          0.09517571819813027,
          -0.5208323188757303,
          0.014732102172171357,
          -0.8954126095808536,
          -0.7990170305326921,
          -0.6769126927642313,
          -0.8474363977417508,
          0.21745178430902865,
          -0.19731312564709158,
          -0.5693825207514139,
          -0.31371036398500196,
          -0.12202912020120697,
          -0.8993123415393397,
          -0.7307884070939638,
          -0.8791880893379003,
          -0.9076477147379564,
          -0.14585582067513578,
          -0.48954889648409494,
          -0.2768267893843182,
          0.2757221640180901,
          -0.9014351250752916,
          -0.367592550618215,
          -0.3868973667646798,
          -0.010844548348607532,
          -0.28656874246843517,
          1.7999670173943711,
          -0.20884640090499515,
          -1.1206164253147766,
          -0.2926866013172198,
          -0.61908130336116,
          -0.5986602886038029,
          -0.2047014206885694,
          -0.18619099448675616,
          -0.6999914893502502,
          -0.5677397341858669,
          -0.7051057942851221,
          -0.5495267628692786,
          -0.35800628381204097,
          -0.16155946695040513,
          -0.27743224340421585,
          -0.4863683986097437,
          -0.8275059465162056,
          -0.8707133225433764,
          0.09252694055690006,
          0.045524697828857034,
          -0.2542615696646101,
          -0.783162329536875,
          0.3962120529238995,
          -0.698623027322386,
          -0.769351603640293,
          -0.9239276144449232,
          -1.2839735390637728,
          -0.8154411117900404,
          -0.8439513742282255,
          -0.7893919955924023,
          -0.4148428527612408,
          -0.8366473136961752,
          -0.32622699238896596,
          -0.6565820603858986,
          0.020517594629998165,
          -1.4951737075294302,
          -0.7782063060664879,
          -0.9797370264725501,
          -1.4802983530118046,
          -1.2119049063364091,
          -1.4805942418543603,
          -0.18280651492109617,
          -1.6275925658670134,
          -1.4993013232391328,
          -0.808861729548811,
          -1.143547364845154,
          -1.2189707237011285,
          -1.3030128051918985,
          -1.7025489368206326,
          -1.1708907157385804,
          -1.3244779362215549,
          -1.242936474512776,
          -1.428190496361109,
          -1.1604641443672208,
          -0.8541282910363935,
          -1.5099601666238394,
          -1.2195954091033265,
          -1.4839531672898258,
          -0.6901965326516691,
          0.07055865829849209,
          -0.6980644135143741,
          -0.9080930852935,
          -1.0395329036102299,
          -0.27328079932934174,
          0.05829781620658874,
          -0.7828040791530924,
          -0.9246485976228134,
          -1.32441052608424,
          -1.2230275892779872,
          -0.8347768260777007,
          -1.1749825105526852,
          -1.0796676493866404,
          -1.1412130037590302,
          -0.518195110999204,
          -0.8656876059363449,
          -1.3130788777912956,
          -1.3670780545734948,
          -1.1161973476707978,
          -1.5325431879350926,
          -1.2648584650709933,
          -1.3048714167657762,
          -1.0713212420914744,
          -1.1566023505993486,
          -1.7294209044718496,
          -0.398679304410142,
          -0.8602793583594486,
          -1.6644912925367814,
          -0.4001595116129675,
          -0.23011476481439738,
          -1.6219917142741895,
          -1.6508089283402694,
          -1.0388659843767294,
          -1.5049184568074099,
          -1.0243892002420045,
          -0.9746168407182159,
          -1.2369562143610324,
          -0.6346350167254728,
          -0.3094146797210323,
          -0.6905881097610074,
          -0.214787020257876,
          -1.8040371504815373,
          -1.2115019024943876,
          -1.777687245824431,
          -0.6447362122477871,
          -1.1246195141758206,
          -1.3328398286437069,
          -1.3197840240061887,
          -1.5438115725414823,
          -0.5076088584591593,
          -1.0719147751844522,
          -1.5121167395682056,
          -1.276836137930914,
          -0.8077824017543619,
          -1.6097719956353016,
          -0.9546122037284783,
          -1.3116558555592441,
          -1.4869289569127324,
          -1.1813349190859364,
          -0.8176601025825978,
          -1.7129826252032085,
          -0.7892453569388541,
          -1.3388079245960345,
          -1.0078484028295736,
          -1.0111124648926852,
          -1.9728580855408635,
          -1.198985541135203,
          -1.2626773774353366,
          -1.7988933910942015,
          -0.5632556840326692,
          -1.408463507392687,
          -0.8571030363226957,
          -0.9586140912991408,
          -1.336474040476293,
          -1.3301073089409856,
          -1.30760256850866,
          -1.7807900918435826,
          -1.1046410602828456,
          -1.597932494882122,
          -1.5123295206897036,
          -1.1873264193360362,
          -1.4682856077891686,
          -1.639340487538824,
          -1.1270540730679615,
          -1.924320811565796,
          -1.4840789710424642,
          -1.8204978330776926,
          -2.02202974117964,
          -1.925632362351952,
          -1.3614284205437213,
          -2.3726384078753444,
          -1.3368855446817909,
          -2.037782740377464,
          -2.003462447115182,
          -2.3499372966724494,
          -2.1338331684907192,
          -2.138771247788389,
          -1.323678095174845,
          -2.022168911455135,
          -1.7171976443917196,
          -1.3635842985761033,
          -1.728677527069196,
          -1.7720865786582354,
          -1.9463930754063121,
          -2.154789604278406,
          -2.1795859368281123,
          -2.3659493537143907,
          -2.281140730148009,
          -1.6297043164029856,
          -1.7037339553425883,
          -1.5651536909097297,
          -1.3903466578772703,
          -0.9471459879461579,
          -1.9540555697360786,
          -0.6320379997564229,
          -1.7645112534092524,
          -2.066083420313418,
          -1.8058886278694537,
          -1.3361169583497636,
          -0.5751504757940643,
          1.9582221553439014,
          -1.9379563719263666,
          -1.5967300103357007,
          -1.127038256887951,
          -1.223606708103387,
          -0.7315332610527459,
          -1.469049691202829,
          -0.8235058586025529,
          -1.3190560572216616,
          -1.0007016213249613,
          -1.9213945868483533,
          -0.7904842737118509,
          -1.3070415116583525,
          -1.415049344647953,
          -0.4178722725576932,
          -1.197829407577106,
          -0.5518423095647553,
          -1.5780428397909922,
          -1.5499972507077862,
          -1.4120259615069777,
          -0.9515420775533564,
          -0.9421770198576808,
          -0.6297879669257174,
          -0.9005645991112208,
          -0.8157159984433927,
          -0.9302889991990388,
          -0.8520986627933275,
          -1.1525301176943434,
          -1.5468972201928437,
          -1.3054101810255094,
          -1.125899096329848,
          -1.0453432708779336,
          -1.7278042280868016,
          -1.5462312867131602,
          -0.5078459815551043,
          -1.601445833524666,
          -1.9199607804541479,
          -1.6101072076458105,
          -1.0761362381325232,
          -1.5746287496140106,
          -0.7043032164260459,
          -0.44643091944889907,
          -0.706090577121761,
          -1.1668246434153826,
          -1.8514748086438955,
          -1.6224603767397563,
          -1.5738056236349196,
          -1.4715683464729286,
          -1.6144632092941318,
          -1.7547122117936522,
          -0.9778866408265551,
          -1.2941149044425821,
          -1.6609876079797,
          -1.1640119810097234,
          -1.444841801731607,
          -1.7292293978455384,
          -1.7980197308007881,
          -1.8150310480236185,
          -1.7596696576577748,
          -1.5658209252433444,
          -1.463568558649732,
          -1.196742519918321,
          -1.1126997790796123,
          -1.1104894990363041,
          -1.8534379019360623,
          -1.3503981013007358,
          -1.609185382460721,
          -1.5113765685862661,
          -1.8388904439549345,
          -1.3996394228830038,
          -1.1066980288235058,
          -1.5614707570992543,
          -1.057833846794792,
          -1.6423770239902198,
          -1.3858805371674918,
          -1.3762061651130508,
          -1.2527784444903092,
          -1.657729953513419,
          -0.42355114809254096,
          -1.1005398204294938,
          -0.815298905411052,
          -0.8245501315741863,
          -0.758487761848065,
          -1.0231438854054655,
          -1.3790602496299798,
          -1.5007163233788396,
          -0.7152029246908175,
          -1.5798570512409695,
          -1.0918362076761585,
          -1.2298117309551366,
          -0.3947314348221065,
          -1.5438097814588936,
          -1.46636910681767,
          1.6760487196865745,
          -1.9327905243401222,
          -1.9615712840090174,
          -1.1220120224687085,
          -2.582096430561774,
          -2.6381660485103415,
          -2.0518801441286856,
          -3.065133652453906,
          -2.131796320960267,
          -2.271155734448264,
          -2.4890439864739253,
          -2.1479582591258373,
          -2.96743435112523,
          -2.4493394805605972,
          -2.7877644968727435,
          -1.9750272636742277,
          -1.6140569583538975,
          -1.9848482588412566,
          -2.0519304568629244,
          -2.32854773228002,
          -2.6467053961696534,
          -2.2639713342978185,
          -2.1854580701362383,
          -2.4368671584749273,
          -2.7788457608503108,
          -2.6873284309663936,
          -2.2513971264772294,
          -2.2110158130244177,
          -2.788592357394121,
          -2.6706325588847593,
          -2.100437608172259,
          -1.4773356163440867,
          -1.5905664965656554,
          -2.266504292773515,
          -2.504958237561411,
          -2.791198038839289,
          -2.9209437392080857,
          -2.8106376192588622,
          -2.7419287391950933,
          -1.9451083526919448,
          -1.8435755965083649,
          -2.179335129801744,
          -2.4534243732644976,
          -2.4057519813541024,
          -2.192595620350831,
          -1.9289166227699053,
          -2.6554448343882298,
          -2.062989748730509,
          -3.105424213272407,
          -2.797397579048409,
          -2.5390980331443096,
          -2.94279111626098,
          -2.8487748102190786,
          -3.1522280276143815,
          -3.1801470297228254,
          -2.673670853468004,
          -3.087825829639571,
          1.4489611426812328,
          -2.3982888052252385,
          -2.9672526312525305,
          -3.0261745928143973,
          -2.077914001769149,
          -3.109334218670508,
          -3.3397350872392453,
          -2.8152314225603132,
          -3.262015651571636,
          -3.284287541820539,
          -3.4919803624667285,
          -3.2025073455414304,
          -3.126561993573837,
          -3.2397822639159966,
          -2.938880028900456,
          -2.8659829546372366,
          -3.3856689106368747,
          -2.9353262510047395,
          -2.357972486658844,
          1.5733514560672601,
          -2.0881904091610197,
          -1.9326649818115,
          -1.818261880355709,
          -2.1768024214176376,
          -2.1260563079770796,
          -1.275542239971699,
          -0.5590862975225119,
          -1.5076962559858091,
          -2.1977692959994894,
          -1.882050550205659,
          -2.03581446712655,
          -1.5731590338599746,
          -1.8210755650704111,
          -1.4441596724568084,
          -2.114819737796181,
          -2.3300526011325418,
          -1.9552766098005132,
          -2.1995966193690344,
          -1.5512825236155268,
          -1.718326676380015,
          -1.1779973900942784,
          -1.9964565872636264,
          -1.864259580304139,
          -1.628448929638094,
          -2.2483520350771093,
          -2.3529092138144962,
          -2.137508971152881,
          -1.611641352227245,
          -1.167211333590625,
          -1.0882292237118256,
          -2.106610897984885,
          -1.5001434839806462,
          -2.1117178997740353,
          -0.6991929469368051,
          -1.7956181818946888,
          -2.3788297087404806,
          -2.0001886948701944,
          -1.3167577891198214,
          -1.4065647333485187,
          -1.7553035018578294,
          -1.0550911422053608,
          -1.6389243399149613,
          -1.4422794443239453,
          -2.1711218516053465,
          -1.6421031192190492,
          -1.434050315150131,
          -1.771932726744662,
          -2.1383064837144636,
          -1.791669397914214,
          -1.95471178204992,
          -2.0552200961118103,
          -2.034242662882535,
          -2.1438301361298566,
          -1.845793930645849,
          -1.620643691557767,
          -0.6122789757153498,
          -1.684224032376045,
          -2.1110102535869855,
          -1.879301229226081,
          -1.5656155760066786,
          -1.7537006949541956,
          -2.062362645143568,
          -2.047883055190126,
          -2.0644151883853095,
          -1.7946878775447273,
          -1.689006396190096,
          -1.3038100300474043,
          -1.5537829718929503,
          -1.2093985641004372,
          -1.762871580082925,
          -1.4463080747859476,
          -1.932359786601637,
          -1.3903041386619626,
          -1.8084120521246014,
          -1.9337603197652133,
          -2.3454549431050444,
          -1.9871906536038977,
          -1.3097897016580033,
          -1.561892327145302,
          -1.864443305433391,
          -1.8407486895605651,
          -2.1095522284420327,
          -2.025952109567596,
          -2.514947048998849,
          -2.3362317351178308,
          -2.5370004395433527,
          -1.873655121056488,
          -2.611658336905953,
          -2.0195544407091006,
          -2.2437402275410316,
          -1.8523133295242837,
          -2.5684240820849977,
          -1.9484385302237988,
          -1.657666476106888,
          -2.7033969649891407,
          -1.9645410787492503,
          -2.5346107093289345,
          -2.3718814121924816,
          -1.3088849204438406,
          -1.9021078484723737,
          -2.2170286483577826,
          -2.0089294086243705,
          -1.8706890987225187,
          -2.2373635930438116,
          -1.94957572431021,
          -1.8317220887117862,
          -2.1807266030419097,
          -1.8412914624057544,
          -2.3491168537092917,
          -1.3094536382871773,
          -1.9076230030367944,
          -2.200642932443534,
          -2.4869264687745467,
          -1.957625562432259,
          -2.155248573852757,
          -2.3948436373775053,
          -2.583134033044478,
          -2.442207003834318,
          -1.875754807068058,
          -1.994247507938918,
          -1.746298832547473,
          -1.6964660665157825,
          -2.3767901733175116,
          -2.6754117536961584,
          -2.398775048938123,
          -2.6163321106909754,
          -2.686275415352786,
          -2.598057031655481,
          -2.80935155450234,
          -2.8586431971746773,
          -2.407481674402545,
          -2.929045583976564,
          -2.077862904749732,
          -2.706725849515337,
          -3.0874926834320613,
          -2.7404782394341565,
          -2.848212915856606,
          -2.6658979620415146,
          -2.8942176813090477,
          -2.8883228528048424,
          -3.0227908694452887,
          -2.400777789517602,
          -2.8873625043712035,
          -3.3096189312161233,
          -3.113902891469745,
          -3.157333508075755,
          -3.0948789116105684,
          -3.2765487267273867,
          -2.7436035134994796,
          -2.1777306971666603,
          -2.950536449649461,
          -3.2087425128872247,
          -2.6257412476148354,
          -2.4642427279115005,
          -2.2961247767361446,
          -2.92758230993167,
          -2.4338520599259286,
          -2.9900293396231015,
          -2.986649488217078,
          -2.5539691646453577,
          -3.5322141033149923,
          -3.0509003464840583,
          -2.9432030410762375,
          -2.42167331816909,
          -2.911121844978729,
          -2.5341612157967455,
          -3.271470924417168,
          -2.456498840407118,
          -2.3457918295270126,
          -2.659633293462805,
          -2.165991500433949,
          -2.224530986394951,
          -1.4051353950616872,
          -2.328106221772661,
          -2.0177988207462803,
          -1.6783254158369991,
          -2.171044123311149,
          -2.577749542327909,
          -2.2856812567196414,
          -2.007950970655343,
          -2.3420283889229134,
          -1.989263237316359,
          -1.793426606805832,
          -2.147953045378644,
          -2.383080654920437,
          -1.3342227355343357,
          -3.315507686388375,
          -2.536153364871344,
          -2.1687408817637244,
          -1.9296551015424148,
          -2.2436889283586536,
          1.8366956286489826,
          2.6027135282789287,
          2.1854296580906802,
          2.137905225425888,
          2.0221326398203328,
          1.7656920866406565,
          1.3488050928474686,
          1.916900155901433,
          1.3571226143452317,
          2.1497121801705643,
          1.9109902223879058,
          2.56663733561976,
          1.7833434998889173,
          1.7820597794631083,
          2.0325541943708267,
          2.8678670382152847,
          2.1708121908732556,
          2.1615298196789596,
          1.4260857921160437,
          1.5745713778538462,
          2.1416669302051408,
          1.6226235844214543,
          1.6067018070122694,
          2.1214142285303876,
          1.7870057180488435,
          1.9894770193177336,
          2.1092843911856756,
          2.4342648626718715,
          1.4870768594668804,
          1.564724866392742,
          3.069881714137422,
          2.0168586770387327,
          1.9087744258739776,
          1.7415055057199724,
          1.2627531157394372,
          2.901195899723935,
          1.1387749382932375,
          1.4595089406172177,
          2.5733452978870375,
          1.6919709764170043,
          1.5644114663055626,
          1.092149712677085,
          3.1567185087633676,
          1.9277536035694756,
          2.042889705491772,
          1.4763464659077037,
          1.3758037852590221,
          1.7054284796379904,
          2.1304807117924045,
          1.466864314975487,
          1.6718499995108742,
          1.5533498411543927,
          1.8122387792049797,
          1.944862386606602,
          1.6802056770628178,
          1.9635518288281661,
          2.1618665078219936,
          1.3285429558490494,
          1.9705724920004932,
          1.980597198785649,
          2.0116705046184284,
          1.4287524294102696,
          1.2765501335660336,
          1.3758284204901474,
          1.667712559222273,
          1.7171595559633062,
          1.6037382382440388,
          1.7384384267706885,
          1.69411158665261,
          1.9128775484431564,
          2.231643536440129,
          1.7247417551387243,
          2.730904851694648,
          2.132525397474375,
          2.5603352571529583,
          2.9055826662688853,
          1.8864358278908309,
          1.7232284469921175,
          1.4773864871910423,
          1.5009498566923074,
          1.0656238294102356,
          2.0818600516369496,
          1.5440113172610601,
          1.2169184448774728,
          1.6157143373896494,
          1.8997904800826004,
          1.5946249157343544,
          2.641452496236085,
          2.4961984989650987,
          1.5363517204322947,
          2.6360223618412513,
          2.2440917231943764,
          1.3642687547428287,
          2.13932593373818,
          1.8298036222427456,
          2.5018310693488615,
          2.1469586182226648,
          1.7159904560753443,
          2.5721957796399577,
          2.1056309067007324,
          2.175017635146789,
          1.8420067180383677,
          1.4546714615430867,
          1.49550250577995,
          1.5492339585612613,
          0.9299245847668943,
          1.6821994324684435,
          1.4393390272614146,
          1.6997758677040529,
          1.0872158533691738,
          1.3777695210410414,
          1.4841021529655676,
          0.8872046497157627,
          1.7619068559206585,
          1.618783894907704,
          1.119481703913964,
          1.0736224343905796,
          1.563585212115241,
          1.9500851700404054,
          1.1676012028518754,
          1.1043567423688818,
          0.9912276222927738,
          1.1480591224191299,
          1.5513796064033956,
          1.25379523404654,
          2.297091858764624,
          1.9098860683434242,
          1.2748810925849117,
          2.0021025434774886,
          1.6984873830709784,
          1.2625542092974773,
          0.9996223053316432,
          1.3223936617181975,
          2.185458470386069,
          1.4315058816007953,
          1.2053660200240166,
          1.1318131894568464,
          0.9498111532003247,
          1.2823197362865808,
          1.0330088968411553,
          0.8647541866993277,
          0.72743699820598,
          1.9071578132212863,
          1.378089359749704,
          2.1294559656070593,
          1.4242835946337231,
          1.5298029095273387,
          1.4574953141479499,
          1.1986576129726259,
          1.6191916828503594,
          0.9876349740467201,
          1.1883504234172306,
          1.8223263817407793,
          2.025016213966441,
          3.0807146402364785,
          2.492848119403597,
          1.925043685933488,
          1.9737505162384967,
          1.3443438713696427,
          1.6875684880934,
          1.997524665936057,
          1.9316756269598863,
          2.206193356712479,
          1.5726315489222376,
          1.5031384689169662,
          1.0805953911500195,
          1.074271649363571,
          1.4645406647411885,
          0.9253496770361551,
          1.7594018280916923,
          1.8653620424498976,
          1.450302337421236,
          1.843312542596006,
          1.9547922579529218,
          1.7948521100768557,
          1.0806583242731587,
          1.8449003244910562,
          1.3457658067563933,
          1.6899016136984915,
          1.7758880998692999,
          1.7988675186202563,
          1.8736088511940352,
          1.7949890792589018,
          1.3717002350003604,
          1.8680929679813973,
          1.5798159815372,
          2.2990328818461077,
          2.9906895877757953,
          1.6912146876066696,
          2.6012220900876635,
          1.6595697326180103,
          2.0774828490765516,
          1.6994020765423228,
          1.877982781900921,
          2.47314196711698,
          1.8546071284239767,
          1.2149055695541569,
          1.3342781660574252,
          1.676431863034539,
          2.2453080027421533,
          2.206749981376806,
          1.789779002558899,
          1.9186228257090443,
          2.2258432240991666,
          1.4893927343164464,
          2.486933898008131,
          2.3884679756579095,
          2.2553823429160245,
          1.296389348647662,
          1.4401176217174119,
          1.2340695477384065,
          2.2219952980992224,
          2.151773720092613,
          1.4055584586966088,
          1.8665222338568908,
          1.4540875041900532,
          1.9842000260864214,
          1.6792213203645554,
          1.7229959911309287,
          2.4074646430241486,
          1.7126316958358614,
          2.1679010080881334,
          2.0240999739226155,
          1.8990602260680127,
          2.3034865459965093,
          2.1784816078391316,
          2.419317258283857,
          2.1546965133821656,
          2.256838277517432,
          2.1400164487975495,
          1.8535801714437323,
          1.389180806927121,
          1.5927639535681266,
          1.9022650652770128,
          1.686733349565593,
          2.0203237869174466,
          2.2515623878565365,
          1.6923231423968503,
          2.3660609964542356,
          1.8789716584417206,
          2.208579286695079,
          1.4114689531888587,
          1.7644564301158294,
          1.5087459730082653,
          2.36208403272654,
          1.6506259267575554,
          1.952336717002306,
          2.0946149394697122,
          2.0564667353814743,
          1.898461480987118,
          1.582834796058157,
          1.2156983923955196,
          2.1982315540109787,
          2.3112131516296057,
          1.6322866912994398,
          1.630344750828414,
          1.4065139694529216,
          1.4233682875467504,
          1.1677022547128015,
          0.9732663194785433,
          1.7020978009700047,
          2.3641036611456965,
          1.310669304687647,
          1.7953387667980194,
          1.8353580504762042,
          1.1651386136178252,
          1.180207545409248,
          2.5454492269250535,
          1.7008204372814903,
          1.2628131972795953,
          1.3014480560943928,
          1.0117793423630903,
          1.017779123002826,
          2.082616543119888,
          0.922422781351109,
          0.7594516492100716,
          1.5155964911409736,
          0.8162980613276538,
          0.7885666863997193,
          0.8919816761619551,
          1.8505911797983836,
          0.8606385794851537,
          0.5513125502399914,
          0.6970506860130286,
          1.827179997499636,
          1.1080509458785845,
          2.6164185194695704,
          1.9157749726952145,
          1.43182420202569,
          1.4485980211230585,
          1.9455687821852263,
          0.724237673476349,
          1.351136977622656,
          1.2175099161472676,
          1.672849959456361,
          1.276504160260428,
          1.399309238616327,
          1.1567120387443999,
          0.8715437936271073,
          1.6506939127319904,
          2.336441743802763,
          0.8664487006617129,
          1.7113824825936526,
          1.920037464658303,
          1.9418424619313035,
          0.9156198764432483,
          0.9220252129841848,
          1.1551326183858601,
          1.6507568924695084,
          1.4879946359690814,
          1.9996613746281693,
          0.9711005885863119,
          2.3105170996730395,
          2.1006543978691203,
          1.8980685285225607,
          1.5902183647519066,
          1.4336025690858796,
          0.7080483039979251,
          0.9953389606242456,
          1.1750995034305467,
          1.2325672918655077,
          1.8112855656396296,
          1.618481112023348,
          1.013804641170823,
          1.4907278231244778,
          1.4891829819188824,
          1.45072446198319,
          1.229878154169138,
          1.6012673359183425,
          1.0488263991926559,
          1.3169957556730036,
          1.2013186926955295,
          1.6719836455532842,
          1.5571401861222778,
          1.1562384877344338,
          1.0160057757067273,
          1.6595980583093424,
          0.9313533940908776,
          1.2999187907505878,
          0.9783932062039569,
          0.7702145757955815,
          1.3249646899590901,
          1.146909459350396,
          0.7785173883238785,
          1.22019408597,
          1.9099489932142955,
          1.3960728314129658,
          1.034566399323038,
          1.468759095665866,
          0.5624802338908871,
          1.3981859845685374,
          0.7477684705072594,
          0.9996534873311664,
          1.0980292446152446,
          0.9148625289686493,
          1.0679277664285012,
          0.9656721133470993,
          1.9370336599662576,
          2.064550364404978,
          1.6758969913753379,
          0.9921486567197045,
          1.841152455634423,
          1.7384499861082898,
          1.9692874726299774,
          1.4506588691765396,
          1.316945946306047,
          2.0431649180250573,
          1.5765082110666744,
          0.8329763849990771,
          1.3935787704849003,
          2.4276721014510487,
          0.8066432271957895,
          1.3766782799796404,
          1.2778860292407082,
          1.3134796393316979,
          0.9462001291525836,
          0.6063312316318136,
          0.7254520246063406,
          1.247695451096244,
          1.4537602418868134,
          1.9105361806822,
          1.2652116291199806,
          1.2543989524303483,
          0.7433480986328649,
          0.7991695738954351,
          1.3740139877346356,
          0.9443283988162247,
          0.7851180574036283,
          0.8924316736752701,
          0.5819037895657466,
          0.6872060992204703,
          0.02520047942141184,
          0.9224715278910607,
          1.3271698223095534,
          0.42761650619630986,
          0.46819990339231704,
          1.0128832199395823,
          0.20804918158505153,
          -0.13220867160036467,
          0.03130107771564261,
          0.8078231777031001,
          -0.1381569296235922,
          -0.6572180926667284,
          0.3296245250729512,
          -0.05266736915013279,
          -0.15698993316248247,
          -0.32887912859057233,
          0.5671792896869401,
          -0.3017102923517773,
          -0.2515963556040553,
          0.00761547012975909,
          -0.02012332948238899,
          0.5605342176951718,
          0.5067198436211495,
          0.10337038892041353,
          -0.7023092554724101,
          -0.003570462237762059,
          0.024657823533425584,
          0.22250404800851,
          -0.5044484621075694,
          0.057272351743013636,
          -0.5249166709801654,
          0.7232914442124624,
          -0.4698920320032043,
          -0.21534079861102848,
          0.34325342731651076,
          -0.4720553844001046,
          -0.25113228432537266,
          -0.43643942000782937,
          0.026917358754378277,
          0.28932833032601774,
          -0.2255766650314918,
          -0.19411948564404066,
          -0.025608830173256367,
          0.527054707767006,
          0.3000952536320841,
          0.8735509470758134,
          1.0255332865774414,
          1.4529214288660597,
          0.8736922220320091,
          -0.002814576951602257,
          0.3815052603904005,
          -0.34268990244214853,
          0.03634278372937918,
          -0.3662318740945988,
          -0.16585174993118296,
          -0.38569186158111946,
          -0.6316727211623394,
          -0.42851830964154053,
          -0.5195123934522301,
          -0.6486886419971485,
          -0.1102968953741301,
          -0.587991439386302,
          -0.2703951554894813,
          -0.14082469232815098,
          -0.7990133327504509,
          -0.7484892212644014,
          -0.3154503065926212,
          -0.16386698213792172,
          0.07977610467784294,
          -0.09584896378242946,
          -0.06045291450969071,
          0.3630162147377613,
          -0.4765148717609831,
          0.23856948079282836,
          -1.0786988214959818,
          0.018958235955905896,
          -0.5303419377443773,
          2.364193987291808,
          -0.9300965450724547,
          0.7399704535270242,
          -1.1129921862452101,
          0.7219504953804703,
          0.395001646579766,
          -0.14117072315403137,
          1.0572189960629217,
          0.37192071060869997,
          1.1049647222780887,
          0.039112791211363546,
          1.5467421021827714,
          0.13267325731198204,
          1.5727313556738738,
          0.7275351114345292,
          0.0651155464629614,
          -1.0217876301829385,
          -0.4287212752696567,
          -0.5808809476351156,
          -0.014758605287329021,
          -0.4235583808191735,
          -0.1184999876275346,
          -0.9322250419430013,
          -0.6819443452318031,
          -0.9272139646919451,
          -0.9938103574524048,
          -0.6371682127278155,
          -0.9428298330138576,
          -0.3796463906443067,
          -0.6720526741856547,
          1.9909648171569714,
          -0.31834739615562674,
          -0.38096721122339,
          0.0008342128234977568,
          -0.6896621485589417,
          -0.6524630197883511,
          0.3167008758004045,
          -0.24307622888033592,
          -0.5898355036607794,
          -0.30504919423331617,
          -0.2915082111386627,
          -0.5462532629493113,
          -0.47210652997676894,
          -0.38923999340475407,
          -0.5421070885704654,
          -0.6783576796636847,
          -0.6763176334436608,
          -0.2731551500927883,
          -0.7841486464716713,
          -0.7446804772780917,
          -0.40230221730772836,
          -0.08880115853610474,
          -0.25926743509240807,
          0.1935566770254736,
          -0.21005945021745814,
          -0.05611682081517635,
          -0.42456819309667687,
          -0.36466736149500417,
          0.05682201095767431,
          -0.47797560584582244,
          0.515181924954115,
          -0.7127400214714008,
          2.388207949165815,
          -0.7937697674833347,
          -1.2285687759525705,
          -1.02047819865513,
          -0.4397352494347944,
          0.069871910830826,
          -0.7438453932349154,
          -0.9612294407974492,
          -1.1305069820485278,
          -0.46384458496966896,
          -0.486609326497026,
          -1.2023855734213487,
          -1.2561474920701627,
          -1.780272237510463,
          -0.8382287329852438,
          -1.7481625622270398,
          -1.7005319761100393,
          -1.3002752842127463,
          -0.9969312567152551,
          -1.323541427256759,
          -1.260318010533236,
          -1.6543062881116692,
          -1.3710965905747672,
          -0.6869716500450237,
          -0.22311194185043787,
          -1.4813175440869333,
          -0.9063618013973161,
          -1.1697795355234997,
          -1.0584576038171665,
          -1.6917316401005797,
          -0.4824387913335105,
          -0.3908694644778992,
          -1.5069723285079846,
          -1.2741935267846465,
          -1.7081664912088226,
          -1.5917586729338356,
          -1.7257222762308373,
          -0.5960595314778869,
          -1.4377864412430206,
          -0.9680658233767879,
          -0.840213672872542,
          -1.6758904266634305,
          -0.9844717871609308,
          -1.540632287263716,
          -1.9234615483395843,
          -1.4956970838355605,
          -1.5576367117905583,
          -1.2641278854836837,
          -1.399934945083031,
          -1.0200496297617574,
          -1.150763923061342,
          -1.6104373573984991,
          -1.1567951692366205,
          -1.6639315828138075,
          -1.600784981214136,
          -1.3088031509337799,
          -1.381527613662987,
          -0.9057451741371126,
          -1.293864170907906,
          -2.0728116260280225,
          -0.9751914058020728,
          -1.3690830474533005,
          -1.3935387087328612,
          -0.9832755347639364,
          -1.7091974385054036,
          -1.2311875527843217,
          -0.8630019165182269,
          -0.9243184662943434,
          -1.7191663428421236,
          -0.07962911215966684,
          -0.5944302173821794,
          -0.2732798718355653,
          -1.5103399452547093,
          -0.8626480711568573,
          -1.1876733371000499,
          -1.0980826584612005,
          -1.5371641790968444,
          -1.5500571280866327,
          -1.1836365798640598,
          -1.2606126905997121,
          -1.6663663283900985,
          -0.37608628416699713,
          -1.1381525553661462,
          -1.6511267559837937,
          -1.0045610692327143,
          -1.5384296122592236,
          -0.7258806071270785,
          -1.707532620200279,
          -1.1497963733402545,
          -1.1694911621922772,
          -1.3190835374609495,
          -1.2886875590857627,
          -1.5996010722415819,
          -2.08842069163028,
          -1.3401596212716997,
          -1.1220195495863456,
          -1.0666280111590518,
          -1.8438861223957712,
          -0.8961195367452145,
          -1.1378772053739707,
          -1.5765173648759014,
          -0.9706604191253345,
          -1.7604028394024334,
          -1.763158350422085,
          -1.750386683942585,
          -1.1521318287283182,
          -1.4019067638840883,
          -1.5187292537144,
          -1.790422645817701,
          -1.7481831381787405,
          -1.6066347143512762,
          -1.5176159908980902,
          -2.065837523595067,
          -1.9705928502127004,
          -1.2511877655058719,
          -1.1419840223535944,
          -0.9912907846215554,
          -1.9052505996811502,
          -1.6331116351009165,
          -2.3216815059899782,
          -1.8899960343467135,
          -2.2188431105698805,
          -2.0629104263134352,
          -1.7743270922347323,
          -1.7238682938682603,
          -2.1964031001889013,
          -2.088107208839576,
          -2.3361478943760026,
          -2.415944586535769,
          -1.8180701014999932,
          -1.191114036136597,
          -1.6035476785093494,
          -1.9556750454969536,
          -1.88034499927145,
          -1.3208547364692806,
          -2.1078905047441934,
          -2.020562637183654,
          -2.1243871844766473,
          -2.086888019763987,
          -2.391345149520405,
          -2.459073494744722,
          -1.6254516547682711,
          -1.8260430605478473,
          -1.1419985871238347,
          -1.771168784275378,
          -1.4540574994137891,
          -1.4628115613507455,
          -1.5370656248888237,
          -0.7876650820434214,
          -1.838909909214299,
          -1.328774433895049,
          -1.5523733237842197,
          -1.1535849711570598,
          -1.7167089164757046,
          -0.9387123433470415,
          -1.2938348903302588,
          -1.0197682413162203,
          -1.2828025838201988,
          -1.7043144649885849,
          -1.4804493288149938,
          -1.5340363144190694,
          -1.5658518143468119,
          -1.043265512892011,
          -0.7129086921161654,
          -0.884173670134763,
          -0.8264813359419174,
          -1.8580104293694966,
          -1.2613746342631196,
          -0.8774033785692367,
          -0.6374022620067697,
          -0.45367107381751914,
          -0.6151367248057513,
          -1.1876368381340974,
          -1.3734084118716228,
          -1.3630782290838226,
          -1.2479345899378145,
          -1.6363277442802986,
          -1.1131666949832753,
          -1.2929285553993362,
          -1.0078438220761747,
          -1.6498558013936115,
          -1.7605275073966333,
          -1.0268447977265422,
          -1.0180755814600466,
          -1.1149761880746363,
          -1.3507013233303655,
          -1.582004303251169,
          -1.773376577740682,
          -1.7657714894900893,
          -1.7801177992562176,
          -1.9495304437007543,
          -1.6479580450167686,
          -1.4201453917134772,
          -1.543380897902547,
          -1.7008275136812654,
          -1.201466777488706,
          -1.4757577168088423,
          -1.7349501292249887,
          -0.9503377828477447,
          -1.0598206667059833,
          -1.6941672787455604,
          -1.9317322840687883,
          -1.8369711371893458,
          -1.233781456631749,
          -1.4524651996553002,
          -1.079231924022768,
          -1.765415409479837,
          -1.5673137740674368,
          -1.4217264515097312,
          -0.9310797240102443,
          -1.6686847242831115,
          -0.8141489705445736,
          -1.285200171353653,
          -1.881275948481185,
          -1.7774880700816997,
          -1.590945680672428,
          -1.317354803628983,
          -1.3268542132001753,
          -1.6902164236680626,
          -1.2492922904164765,
          -1.7525641039555298,
          -0.9091072606487769,
          -1.775554542961857,
          -1.5606794508802677,
          -0.9163122475931726,
          -1.2740651610023612,
          -1.197948587223824,
          -0.7643696281546504,
          -1.491973577487963,
          -1.0847406791501173,
          -0.8073987600573653,
          -0.7235846195300761,
          -1.449886004046187,
          -1.5491487414069764,
          -0.33314513711693844,
          -1.353180806263039,
          -1.3906332175158758,
          -1.0674331825281391,
          -1.3413193045731227,
          2.4806035281235657,
          -0.6186098876762594,
          -2.070905826648325,
          -2.092722407905863,
          -1.849200682823208,
          -2.9904578835656483,
          -1.9118124897290234,
          -1.7977589165812438,
          -2.2842721742173526,
          -2.1657704756159286,
          -2.699086497492215,
          -3.044102130154557,
          -2.4750270936995156,
          -2.2786604793033165,
          -1.7294553434642717,
          -2.4568853792359477,
          -2.4707128144563804,
          -2.2724340235489064,
          -1.923083959527806,
          -2.2798640658830585,
          -1.8092800262439646,
          -2.112831387207402,
          -2.036389915132215,
          -1.9240466674998908,
          -2.5712221055965294,
          -3.020655206532834,
          -2.2486743491972425,
          -1.5141945815607059,
          -1.786173580814983,
          -2.274476979450753,
          -2.379046670110117,
          -2.2937876156400336,
          -2.022086281044483,
          -1.6124075518885834,
          -1.6922291005775634,
          -1.45348901257587,
          -3.004711636777975,
          -2.9739199654039727,
          -2.491907046266961,
          -1.6837741988484258,
          -3.0230184409147967,
          -2.578254051606849,
          -3.095437761205315,
          -3.1720866750190764,
          -2.654194875734499,
          -2.780952718827677,
          -2.3987440018550314,
          -3.1199824087023846,
          -3.3107219794265603,
          1.6494981725490065,
          -3.36328933252203,
          -2.6377203088455397,
          -2.942382052198018,
          -2.6464366941875808,
          -3.3919846697605096,
          -2.942149332123985,
          -3.3035654443788935,
          -3.11026592541396,
          -3.443870566603399,
          -3.2191892993915796,
          -2.799347485235668,
          -3.113290991127359,
          -3.5491797361022095,
          -2.735985230131906,
          -2.6576811379480065,
          -2.871609499094191,
          -3.407867322160538,
          -3.4196122276603775,
          -2.868521358737447,
          -2.9124414944456727,
          -2.822163579558803,
          -2.989335449857103,
          -2.4049804897046974,
          -1.1751620208635785,
          -2.1025143146317946,
          -2.3088517840296126,
          -2.290312232840803,
          -0.8267471816656392,
          -1.9987331373463837,
          -0.7778017174897454,
          -2.266597689513578,
          -2.1177595500254847,
          -1.8054506528484895,
          -1.7166984849309932,
          -2.4183730841862863,
          -1.7404714945188233,
          -1.1641166173714093,
          -1.5044980265419954,
          -1.0521654573289496,
          -1.843950995840462,
          -1.8879646626365505,
          -1.5682386084848225,
          -1.810703841976897,
          -1.641465525592137,
          -1.8416405965918494,
          -1.2755296134782752,
          -2.159750913686799,
          -2.1318220360768048,
          -1.45846116853759,
          -1.9478773667341747,
          -1.965574045225389,
          -1.984282580191413,
          -1.84072386740784,
          -2.007552460521407,
          -1.8190834996825418,
          -2.159071233657921,
          -1.3203160102990381,
          -1.0923640590561696,
          -1.2392823012973526,
          -1.2901579838766088,
          -1.088938670494023,
          -1.965239360780113,
          -2.1673944858176357,
          -1.7274990967547226,
          -1.9945757324011584,
          -1.9064793371667836,
          -1.5374405305492596,
          -2.1501847280661734,
          -1.4671415769343887,
          -1.363785429083001,
          -2.143275915372239,
          -1.8765705881645018,
          -2.298498871421365,
          -1.764146394447707,
          -2.093946680871336,
          -2.33619740509856,
          -1.7116500385995777,
          -1.7520501469892082,
          -1.9165860140025057,
          -1.6108652950141393,
          -1.754628646001398,
          -1.7717320355699844,
          -1.6119768006268966,
          -2.0675353025404446,
          -1.3965207295337532,
          -1.7224260068860786,
          -1.8422704983550746,
          -1.1691973023798352,
          -1.4789263112881088,
          -1.8548403037187158,
          -1.7280172825744171,
          -1.7101283174584674,
          -1.0003807269533855,
          -1.6668074758763012,
          -1.7001800289653464,
          -1.1241798559593308,
          -2.0198866997762686,
          -1.7926098391117995,
          -1.4619837376922191,
          -1.80223995463061,
          -2.109629194125158,
          -1.5846612345814886,
          -1.8622784438563655,
          -1.7318493940035105,
          -1.3790085705354378,
          -2.15895167476897,
          -2.3182973362992425,
          -2.036958318107136,
          -2.3834939430764988,
          -2.3467455860945994,
          -1.6870765580207057,
          -2.4076971839918433,
          -2.141971056825241,
          -1.9039379333186466,
          -2.436470849985563,
          -1.9705642510908827,
          -2.0653926295615714,
          -2.2875489881919173,
          -2.1310874064590095,
          -2.4739290694623626,
          -2.6947776653852156,
          -2.35073606697971,
          -2.4141538023920597,
          -2.3868986496769846,
          -2.011252015497098,
          -1.812902232925693,
          -2.150932397886896,
          -1.5561798982186912,
          -2.0580312662467506,
          -2.533960136823124,
          -2.548966050067252,
          -2.345968352603779,
          -2.3974366576162227,
          -2.0854512464677013,
          -2.388245447089329,
          -2.4822876402317835,
          -1.7130977748693865,
          -2.455161500190001,
          -1.8572727846082782,
          -2.197230936864063,
          -1.975128259566254,
          -2.1227751106842274,
          -2.602148490279621,
          -2.1480684101106258,
          -2.2435644232129244,
          -2.1434745428685984,
          -1.9953527655750516,
          -2.4158212842001126,
          -2.6612511781660437,
          -1.801194984444534,
          -2.044225822830474,
          -1.6974245849134666,
          -2.739727462403755,
          -3.0122821633791905,
          -2.034490812229423,
          -2.774061947748532,
          -2.4613733846397707,
          -3.03347949193225,
          -2.0814250523397386,
          -2.3048243554910237,
          -2.5682692184344416,
          -3.032503477802719,
          -2.8500718323017677,
          -2.607411042991872,
          -2.594969280378227,
          -3.160775686064272,
          -3.122610122173479,
          -2.6484247466506496,
          -3.2601449165921603,
          1.7278976746180867,
          -2.9050372994907074,
          -2.8712623771346903,
          -2.7890742111537623,
          -2.899645577012278,
          -2.8573090476317127,
          -2.518553217968043,
          -2.77529414621177,
          -2.4479108445768683,
          -2.3316092501345294,
          -2.680712880007017,
          -2.566494383277398,
          -3.230654140653278,
          -2.949553116127584,
          -2.5930095048147628,
          -2.9973419447186522,
          -2.646332787736847,
          -3.1962770656736113,
          -2.384834953073508,
          -1.5609164007222207,
          -2.9957038996263647,
          -2.847079268851815,
          -2.644288746011658,
          -2.8539344180396986,
          -2.152629001478994,
          -1.962785060558645,
          -1.6987176152117316,
          -2.177729748267152,
          -2.6333801945130806,
          -2.2756913513823447,
          -2.185067844665258,
          -1.7767325105115943,
          2.051870222620397,
          -2.0238599197356364,
          -2.3149967972180905,
          -2.7451751967898894,
          -1.9620828851225767,
          -2.4564871652175504,
          -2.737140958734234,
          -2.164481858854515,
          -2.467378362097973,
          -2.8126232039202104,
          -1.3136725811407668,
          -2.5363799042754933,
          -2.2897493717537434,
          -1.7854446203081,
          -1.9593483788704875,
          -2.288154793602711,
          2.2919640497134317,
          2.5277868881142305,
          2.0668793083673744,
          1.9403178842608781,
          1.7139234364035927,
          3.168016555153753,
          2.054426296768695,
          1.2738989364575228,
          1.2675308561078926,
          2.0735824348407728,
          1.255871683650413,
          2.572982153999455,
          1.8810780839190422,
          1.8444109116649217,
          1.89616385343795,
          2.2691408139156706,
          2.097907097583188,
          2.5909074910724468,
          1.6673930672150354,
          2.5705323534247317,
          2.1355203260658815,
          1.1152952755537864,
          1.5693851354557076,
          2.7313676879645303,
          1.633061291277474,
          2.275443832425319,
          1.728255392382668,
          1.9899459755294142,
          1.9315821143523875,
          1.3877422273192581,
          1.5319151466214187,
          1.8404469829203298,
          1.3520365814926767,
          2.1077060645119587,
          2.3405675787671094,
          1.520383870097369,
          1.917776773374669,
          2.427425402093478,
          1.2011594087501154,
          1.5395714603356876,
          2.9633026213881495,
          1.9503030378946595,
          1.2116174878623993,
          1.8270473700034175,
          2.271618641135882,
          1.9052727010519885,
          1.5942732795436,
          1.1544963820876406,
          1.6370751533515806,
          1.8409461161573584,
          1.9088190851628337,
          1.2921622301027782,
          1.6325948711785734,
          3.339731247597629,
          2.135147563666705,
          2.213592787803042,
          2.594891080008783,
          1.3373653489125878,
          1.5353555289284084,
          1.8793535549308964,
          1.6800067595875612,
          2.2013795537930547,
          1.7094243986181432,
          2.0761901315406894,
          2.334203150117208,
          1.772179058841297,
          3.887914179883076,
          1.2826411614838698,
          1.7980964972536995,
          1.7983059109407207,
          1.7817089219927318,
          1.4115722652541776,
          1.8153671944522416,
          1.3928558465857583,
          1.821343587285318,
          1.5568089230798807,
          1.796782009541265,
          1.9028321555266676,
          1.7776569593391398,
          2.2244047679871555,
          1.9589628814248465,
          1.672415866230585,
          1.6638683166968489,
          2.0442499678572705,
          2.269590583478807,
          1.9604343033666525,
          1.710052428775247,
          2.365251563506355,
          2.8738626748691196,
          1.9420157663696038,
          1.5195277245393284,
          1.930754459063919,
          1.7439851481008073,
          1.2794931376960466,
          1.747986322683745,
          1.528916918038819,
          1.9086071543071117,
          1.5265453650548702,
          2.5450611599444866,
          1.4271641130454333,
          1.477161276389832,
          1.0839069843172167,
          1.5242746813154098,
          1.9372013298772317,
          2.159539201083001,
          1.5378235206113875,
          1.7509967804353472,
          2.0964757021997635,
          1.163724488485941,
          2.007359057999751,
          1.9404275207473338,
          1.4131005757073758,
          1.6628217435065633,
          1.3366377841364576,
          1.4635557530706411,
          1.305940658791969,
          1.1861701162938503,
          1.2967816686040488,
          1.237447396364929,
          1.553343649939968,
          1.1708366210365138,
          1.1560055602903916,
          1.7362063795223606,
          0.960024003409061,
          1.2634010290791313,
          1.5712657633190723,
          1.0407581487481896,
          1.6705250545324581,
          1.3320182142195116,
          1.240650553526571,
          2.195812294178041,
          1.3866974525946951,
          1.470839368491244,
          1.7481417322908932,
          1.3990004855807407,
          1.1709849116046023,
          1.0858405564002491,
          1.497073393154445,
          1.420272320214792,
          1.776959777616906,
          1.55306113457495,
          1.5082675540060315,
          1.0545426934158137,
          1.483560953148472,
          1.1586836323836263,
          1.4000013326014649,
          0.741193469199299,
          0.6738240892115736,
          1.449242656749533,
          1.016209222790156,
          1.4675824199593677,
          1.7536800007639282,
          0.9532727225543867,
          1.3334983033127328,
          0.9063570454732386,
          1.1815669017767514,
          1.3456897359442868,
          1.162644223055447,
          1.7796551658450297,
          2.0238617832806503,
          2.2086895815742986,
          2.0352272369511435,
          1.100780193566125,
          1.6873255920956152,
          1.069790455176055,
          1.6867417033881253,
          2.0650522348803046,
          1.2950607469015207,
          1.3396817648352441,
          1.644390221123939,
          1.63687312368261,
          1.6758252797305355,
          1.823900500576226,
          1.716619416917657,
          0.8462966323208168,
          1.7395324612558576,
          2.241245377553343,
          1.7410102493540494,
          1.9310543491995462,
          1.4574201910326106,
          2.0481671035697477,
          1.1147111479313103,
          1.2327379387362012,
          1.940460526364645,
          1.6694041773454051,
          1.3938636769671717,
          1.8066930467850246,
          1.2585230707681752,
          2.0076395345863016,
          1.673246464128554,
          2.5318644299136044,
          1.648357609114632,
          1.3564852144406419,
          1.0893234274533405,
          1.634226936621083,
          1.9874864800082317,
          1.8776459992823984,
          1.6322225878639747,
          2.43918613344201,
          2.621892818194206,
          1.3283963471937785,
          2.176685565821139,
          1.9938911258032355,
          1.3424738316772729,
          1.3824809952912995,
          1.4121622611225917,
          1.6863406789729285,
          1.6598805757113915,
          1.8096362301662832,
          2.6642973851721448,
          1.9973094887267657,
          2.5455494425104934,
          1.8380822906358547,
          2.9076061603314467,
          2.055278939388483,
          1.6965049266112895,
          2.2181399522148073,
          2.9395795501030757,
          2.368368321499394,
          2.0489515404710295,
          1.037862373721154,
          2.0684224624754664,
          1.878880601413824,
          1.550260996918159,
          1.9117583318563363,
          1.2652045007865704,
          2.027522750025216,
          1.1683597203599578,
          2.115179027500252,
          1.5749234094039672,
          0.9216330782557692,
          1.849639444275039,
          2.470255247147589,
          1.6921284132132322,
          1.6732816503469334,
          2.4306597878865355,
          1.9215698626935045,
          2.045423937183456,
          1.762019764687213,
          1.4346120355057064,
          1.3885219409766556,
          1.7004854400274472,
          2.6244712949716495,
          1.813185709321167,
          1.8286501164190152,
          1.994251485034032,
          1.8965311368473297,
          2.50629738531995,
          2.13894590262186,
          2.2210232392828613,
          1.4182619234527305,
          1.7454604495122925,
          2.2929770692138853,
          2.1151447743503673,
          1.9751171599766009,
          2.4777973685803474,
          1.7144948707188383,
          1.630754779283912,
          1.2418655224489703,
          1.5544603972871496,
          1.8423724784910123,
          1.7401244830073541,
          1.505137465087347,
          1.0578818902603666,
          1.4852372373015392,
          1.2432586688502383,
          2.2026566442372677,
          1.2324479989275792,
          1.5016116722080652,
          1.679183728406219,
          1.7683204642532664,
          1.7789396492746827,
          1.7337594484357213,
          1.8812399717440318,
          1.3909566336089727,
          1.025794450693781,
          1.1530380266925218,
          2.150479355455262,
          0.7249406696360204,
          1.7918354324325638
         ],
         "z": [
          0.43573535276401215,
          1.3607096830359287,
          0.4884117878594382,
          1.6240007798140703,
          0.8342730886920917,
          0.06251679090808981,
          1.4634702775874335,
          1.6621927664598934,
          1.331338900595845,
          0.5999039731100704,
          2.906943341117053,
          0.49498342752633023,
          -0.21408132122395052,
          2.297017702411595,
          2.799446892586539,
          0.3048717336581054,
          1.9587804103190496,
          0.2213820172917703,
          1.2237362638506022,
          1.397099542251655,
          0.594744116567799,
          1.0879179512438775,
          0.816438065598588,
          -0.12907581752112798,
          -0.23360865479186974,
          -0.4627007640538352,
          1.9475142279969873,
          2.593379189608037,
          2.874853409857087,
          0.8741954753221362,
          3.163129752300844,
          3.0248568695317677,
          0.48068680478447123,
          3.0190580128202695,
          3.227444290326969,
          2.540011962346933,
          2.5744356614735606,
          2.1623199090987684,
          1.9080806707748945,
          2.188062421650879,
          1.9188317554187466,
          0.8685133045805125,
          0.9803641945989869,
          1.637523416930461,
          1.9963991208055496,
          2.3988980366058468,
          2.014591434323185,
          2.6468492879445957,
          0.8634932213266482,
          2.2610232972391118,
          2.9920951109768628,
          0.5298254513226865,
          3.6132441552086227,
          3.7140043274733743,
          1.4642265776417736,
          2.4473021000576356,
          3.5731348895850266,
          3.9976537459140773,
          2.780363244348977,
          4.84783148274055,
          3.7647765545515792,
          2.971245578873945,
          1.89781355479162,
          1.116814550804659,
          3.434852991182867,
          3.33912665581285,
          2.0527693858902234,
          0.9770217052802863,
          1.1291139672410482,
          2.352093983529836,
          2.0797216532347207,
          1.9099981580350816,
          1.1283801917994982,
          3.050868982533718,
          1.3446524589026645,
          0.4242870906442531,
          2.326801083983619,
          2.444408810348847,
          2.024940238567741,
          1.6486919800246989,
          3.0188054147834795,
          4.447251505389806,
          2.616497461959329,
          2.5468797540316874,
          0.7949963178565763,
          3.0005197844520946,
          1.1972270141616608,
          2.328176600243919,
          2.370176028107607,
          1.9987715022731283,
          3.0427996501063688,
          4.809435462950257,
          2.5507294882342397,
          2.6070572647053543,
          1.7524224037698162,
          3.1887486552277124,
          0.8915742762859649,
          0.7680196464008556,
          0.26505206911730095,
          1.7126997541521762,
          1.3151284852249596,
          1.4780931784720928,
          1.2617085200351685,
          2.3805487934626366,
          0.553849385682782,
          -0.40584136237312185,
          1.4682131559785698,
          1.155477276519828,
          0.2314226458834326,
          2.059314981050371,
          2.04832585310317,
          2.781965231780212,
          2.1415207697555005,
          2.8621760209057294,
          1.7598504787528306,
          2.7808922864649213,
          -0.19072239907592117,
          2.3363958325019256,
          3.555312177378683,
          1.722171213156486,
          0.1889210852861775,
          1.4204667394952544,
          2.616501024592991,
          1.8857463787905668,
          3.0950641278576962,
          0.551703746803735,
          2.5593930803832063,
          2.348066175465192,
          1.5945912583215276,
          1.8239912961234055,
          1.0082494828079238,
          2.2407391075771246,
          2.023714609334325,
          1.2844349068914669,
          4.955909116500693,
          0.2742944418945244,
          1.0942811051919747,
          3.5372107122259804,
          1.327772300943799,
          3.4871280922434766,
          1.922418634075557,
          2.1497801984590748,
          1.9483775314663645,
          1.129356665690907,
          1.7966637096393403,
          0.5074270142226611,
          0.6563134849812455,
          2.4502551908807835,
          3.0042326312237804,
          -0.02924642244353423,
          2.114257185036536,
          2.0722524884402085,
          3.0305709241736474,
          3.278750896538781,
          2.7048739644579487,
          3.0927576805440804,
          1.117002653475561,
          1.4829773476842167,
          0.984598304231908,
          1.746034827262527,
          2.0231818666581987,
          3.603206728290444,
          4.106793066178201,
          2.475271474638604,
          3.178316566474241,
          2.498479214582127,
          1.8933494872084973,
          1.6012080864305636,
          1.7614716860902764,
          2.589208723363094,
          3.286915398288068,
          2.655622996313409,
          1.2968461825054942,
          4.21282215502334,
          0.8295910153498595,
          1.277017812856412,
          1.6470907181116552,
          1.6722627424079932,
          2.8483339146544107,
          0.6655176933506678,
          2.72937019042822,
          3.3646427152378737,
          2.875529471354396,
          5.753479046111861,
          0.6080376533456983,
          0.7338382920221733,
          2.2526586910001676,
          4.242228750258654,
          0.9786411601616832,
          4.666953168377634,
          0.6919676385931912,
          3.3524586142852066,
          1.0124948178364692,
          2.0375869985299975,
          2.423833606806893,
          1.5415118818552183,
          1.7573878055636127,
          0.8999088957506826,
          1.8999605016563916,
          -0.17433455051218413,
          3.1152766840473176,
          2.8013570144228623,
          3.43960123946916,
          2.0336829248218433,
          2.0238850160085113,
          1.6110021928758609,
          2.791836087634421,
          2.4506452944882806,
          3.579148250622315,
          2.918985614260698,
          2.303432143285181,
          2.002908401190997,
          1.6077008421594026,
          2.0261743211743286,
          1.1133291136562289,
          1.9115248407029302,
          1.0106105216832675,
          1.3830284795538588,
          0.6837151390676353,
          -0.38130983565699067,
          2.606520044171701,
          1.3934437058505316,
          2.159359771653855,
          1.4173237177125486,
          2.7805117064391895,
          1.159319397121421,
          0.12364264411640498,
          1.9526307673468533,
          1.1047252943872001,
          0.3276554031990959,
          2.7440144099013244,
          1.0620272544897178,
          1.1000226787071987,
          3.3837816407688552,
          1.1290555017118675,
          0.8029261956762523,
          2.0965367905262635,
          2.501110923274216,
          -0.16837416522966447,
          2.5868508900143135,
          0.6356787330654997,
          1.1054280490944446,
          1.1292930241447554,
          3.04600930493334,
          2.0669638809349267,
          1.4280097208366282,
          2.334271229330287,
          1.493432723959761,
          1.8654921490144991,
          3.818843057697292,
          1.2522424885822696,
          0.04530975712180863,
          2.2796983967386875,
          3.092620212419302,
          2.270317495227487,
          1.2755573835283502,
          1.7510200490189158,
          1.3983540199782467,
          0.47027138330724294,
          0.41953790972348254,
          2.8485854874457686,
          2.141030869306466,
          2.4573186350669944,
          1.0312950591425551,
          2.1690290083716857,
          0.9877969506408482,
          -0.42972067220562865,
          2.994297103510467,
          3.2192899181929984,
          2.0887526373273015,
          1.9137930200340725,
          -0.45649087790542797,
          2.125061905059454,
          1.0196448880220188,
          3.566383924722789,
          2.52377424754407,
          1.8369142579292346,
          0.4976653046517078,
          3.367486503914997,
          1.9990021056349767,
          2.557028678392277,
          2.571181901256399,
          2.6012141382070415,
          2.09259088602979,
          1.7038609381229497,
          2.122541228520046,
          3.0605629004158916,
          3.528014851432746,
          -0.47707297769608364,
          3.3297893028367302,
          0.5743670261704261,
          3.7669857230704102,
          2.968677624268756,
          2.0110330734593145,
          1.6542785650798175,
          1.3137154797659643,
          3.1916200921378315,
          1.1299792393448984,
          4.225099290019697,
          1.9484097563882423,
          4.394897756307435,
          2.238403314439012,
          2.6440028745166977,
          1.6981411119591143,
          1.1231727677942691,
          3.826440749806757,
          1.591040860993646,
          3.2848626685408333,
          -0.12377935375061813,
          5.1942002283958635,
          1.229663502699662,
          2.513006350583845,
          2.48917288949522,
          2.238820405448741,
          0.19021451600281963,
          2.6499187695352755,
          1.927419964536827,
          4.56467509409246,
          1.0072393637494017,
          1.5952841381373977,
          2.471623687886387,
          4.415065610011585,
          1.1461807731401348,
          1.2597212666157844,
          2.112938652187595,
          3.561561901687161,
          -0.5577005072241746,
          0.6259344845184788,
          0.5542021239925181,
          0.3489902476347411,
          1.9282099572811155,
          4.0820384019384335,
          0.5683557693429613,
          1.5275726054141798,
          2.049771873613443,
          2.280934888890238,
          0.7700170917980619,
          2.9689134062828604,
          1.344097697028602,
          0.9328620956307765,
          1.2401256791267605,
          2.613372320114609,
          1.2917176432117814,
          2.5476961100129163,
          0.1447681739262496,
          4.055711051111428,
          2.2288817142901527,
          0.8634502453365762,
          1.4477540861899643,
          1.1008203509942402,
          1.5840280327401717,
          1.7988101367264255,
          0.039639813389875635,
          1.2011865489673768,
          0.5491392465988171,
          1.050935260183711,
          1.2072295420255303,
          -0.17536731124463606,
          0.381279132946118,
          1.407066482351302,
          3.4285066089718432,
          1.9313133239252371,
          1.3017932964042942,
          0.3613337817656302,
          -0.44406649772699835,
          0.19245203647100267,
          0.16958460585987337,
          0.8303547862676784,
          1.632814628167169,
          1.651985931084341,
          0.4581775408210335,
          2.782008347455934,
          1.9236192045053082,
          0.2523555049322732,
          2.3097949880579285,
          -0.21100396722792508,
          2.813611689099238,
          2.3741503458333395,
          3.162667961525866,
          1.692838219284504,
          1.3344993393758608,
          1.6486338164396683,
          2.5727850804759758,
          0.17370873718403104,
          3.409093270468232,
          2.2086473102917674,
          2.2769281092536042,
          2.6026763792722165,
          2.068908091334552,
          1.6664535501509914,
          2.544638129877874,
          2.7590251846550373,
          1.0382136813164529,
          2.041864606472453,
          1.8962725459587573,
          0.826202540939292,
          2.89224233176066,
          4.107851574951092,
          2.901594827254868,
          1.819394932967257,
          0.24407219360860646,
          1.1129688501630772,
          1.7373679363520131,
          3.304376209505258,
          3.540850125501551,
          1.7665035756774454,
          3.517668576751466,
          1.4675972370614898,
          4.124494942077722,
          1.8068841602701946,
          3.2880594721816205,
          1.0615343007467797,
          0.9601670194120072,
          2.1872042026266754,
          3.5181224387681387,
          1.2253731208212553,
          2.0852140695874226,
          3.281240975010182,
          1.5866521692937707,
          1.4508853823235017,
          2.147628599851805,
          -0.39811842341433296,
          1.76503042812148,
          2.6899728204228786,
          2.5063470195459123,
          3.0461032775711065,
          3.078690273925416,
          3.7408008990871893,
          1.3476643754366269,
          0.8114233355097187,
          1.4948616238513717,
          2.8132554449675777,
          1.2776865926023309,
          2.2972683656300283,
          1.895060528587208,
          -0.13126417909056737,
          2.0865647186751524,
          3.832345954616358,
          1.075374560836741,
          1.4895341212452282,
          3.1656894439431897,
          1.4521500831302205,
          1.8999986161464326,
          1.224704889187608,
          1.8885639012380322,
          1.3516827806843597,
          0.32963412268337067,
          1.3550342742676853,
          4.296749597210764,
          1.310032486909846,
          1.177678502387416,
          2.069689350454555,
          1.5260750050482752,
          2.224177045509088,
          0.37088015497127375,
          2.1880280491310202,
          1.0609794546241098,
          3.812916558496884,
          1.985149042165967,
          1.9330791306449722,
          1.101424235706753,
          1.9569830794155647,
          1.3610486934742985,
          1.8921230015355321,
          1.8298899080858018,
          0.8777182150739334,
          2.4148596672546327,
          1.5202753105510691,
          0.9507326369179042,
          2.7657605714153477,
          2.0401849809057206,
          0.9956712025542412,
          2.0774489547338346,
          0.1701267232598997,
          1.0422427334424709,
          1.2961221651237318,
          -0.05352642760425577,
          -2.0515117244814474,
          -1.7179897859053377,
          0.08431170942517617,
          -1.603856426500723,
          -0.77393780969767,
          0.40618516466893684,
          -0.46235085591531067,
          0.9286353561684253,
          -0.6945081658030572,
          -1.2381366346462677,
          -1.3304228741556101,
          -0.5119434910793614,
          0.07483349995423194,
          -1.7150103796644471,
          -0.46189225197986133,
          0.5541116704357291,
          -1.1262102740143005,
          -0.8788958552254232,
          -1.7294527822829657,
          -0.270517784159549,
          -0.3898104656058832,
          -0.6766023707256394,
          -0.3939951283555195,
          -0.030895680103944324,
          -0.8922025587486127,
          -0.27115356638971966,
          -0.47338820795572867,
          -0.7361641170017732,
          -1.6536949177384876,
          -0.24155032077542712,
          -1.0839122256157538,
          -0.32645975051096493,
          -0.799038879962918,
          -1.4356429431482187,
          -0.9676845194489354,
          -0.6363269571174935,
          -0.6801580680362026,
          -1.4973442967083004,
          -0.3040987595171852,
          -0.4475037205425694,
          -1.2809323713989371,
          -1.1645572993289266,
          -0.8039823706269926,
          -0.5434990091321588,
          -0.04380207276917135,
          0.41867562109629536,
          -0.5940361183858399,
          1.37417445406878,
          0.03497302581403878,
          -2.082429141876639,
          -1.157643148370604,
          -1.2143600030059778,
          -0.7705570903027154,
          -0.17875070100104146,
          -0.47285085396651316,
          -0.8706835007604192,
          -0.9401426638997059,
          0.3556470662923236,
          0.274777834553332,
          0.14999054279308174,
          -0.2594716090930235,
          -1.074986011151532,
          -0.41417685260268355,
          -0.3476238107473521,
          0.15672947418324884,
          -0.05354131108578868,
          -1.7954832513539647,
          0.44501537525255463,
          0.4813746272687948,
          0.21399976762872452,
          -0.6103441827092527,
          1.1407593598381494,
          0.25986905967930624,
          -1.6071513640098558,
          1.3001244214603656,
          0.7707943668019538,
          0.04110568766753973,
          -1.92211307238715,
          -0.2156511439260582,
          0.5206968294959428,
          -0.010726671635967806,
          1.3056428373667828,
          -0.677755564679058,
          -0.5035265963009495,
          -1.6471299189755146,
          0.06422603403185717,
          -1.4808901932453702,
          -0.36364838990458026,
          0.2677090988686081,
          -0.5677821543356233,
          0.7506499517410417,
          -0.5821977839914854,
          0.24453182216631392,
          0.18706808824742044,
          -0.3510818664147579,
          -1.8532916118450573,
          -0.34570109181580844,
          -0.04285025975850316,
          0.5611643891521876,
          -1.078510277346033,
          -0.3916564197929097,
          -0.011250925145585459,
          0.039960817444904435,
          0.4425847291923568,
          -0.8001278627575773,
          -0.28282105817162667,
          0.1368481213137122,
          1.1381931797776934,
          0.5147207274699,
          1.581406100399516,
          -1.7308598055878954,
          -0.942275834826366,
          0.1609820759200703,
          0.12781618883382426,
          1.7012408298154498,
          -0.37645966145049464,
          0.3102646724232009,
          0.3251982737272481,
          1.3507551279329417,
          -0.7867749818556699,
          0.032427523813664025,
          -0.05473298808100401,
          0.7817552230876847,
          -0.07554537839129914,
          1.3552987510690413,
          -0.05667290304859753,
          -0.1904732149169654,
          0.42350021849526864,
          2.0981007599304546,
          0.15136648048485735,
          0.29796541543914434,
          -0.16719082466407723,
          0.13703544352866773,
          -0.533826792627252,
          0.2391107922289895,
          0.20471258749897758,
          0.40006884160522416,
          1.0889462645844235,
          -1.3401667838375724,
          -0.2530307530701984,
          0.5826420469832786,
          0.15469994272522372,
          0.9894633807814867,
          -0.10637817511122903,
          0.2991352261748485,
          1.7585006855870908,
          -0.2001600542911441,
          -0.587004618476567,
          -0.4176720495988688,
          -0.1270421677210161,
          1.6801092242548683,
          0.1911929312329543,
          -0.3506892644774617,
          -0.3687649944552151,
          0.5364743204808712,
          -1.3947511648325375,
          0.37249083947802375,
          0.04385654513323212,
          1.0820300926085344,
          -0.8930962961196839,
          -0.06446399860347278,
          0.4154267880167923,
          -1.5909376430790017,
          -0.4357050367721946,
          -0.1922033972571408,
          -0.8634439568782132,
          -0.7823457487252767,
          -0.6790639060895703,
          -0.4370219833231064,
          -0.2609381962123941,
          0.1261321968829643,
          -0.15649944292692639,
          -1.3079108544317102,
          0.039604035636257154,
          -2.418177275575999,
          0.48285865429311337,
          -0.8523413474501366,
          0.09581995206552064,
          -0.9540559448754261,
          0.45599869207598653,
          -0.9874121998919269,
          -0.09128255937702213,
          0.08049711047547745,
          -1.205758070509589,
          -0.6530960902163525,
          -0.7621735857893865,
          -0.6077001394600937,
          0.04828455838408374,
          -0.6198876929072007,
          -1.045703461626315,
          -0.057418590942912316,
          0.5541085280566342,
          0.5289286015107643,
          -0.8771600483979601,
          -0.9184087321288169,
          -0.8322205230154112,
          -0.3600462147723556,
          0.263543175566028,
          0.02585659750153415,
          0.7025498175254492,
          -1.2241585286478578,
          -0.9746712662120071,
          -0.007406922915960687,
          0.2733084032712986,
          -0.4115009858404786,
          0.022897755759212515,
          -0.08067445438055484,
          1.1698218472337656,
          -0.14673889828524525,
          1.0710187390838999,
          -1.0944123890927158,
          -0.39933602354651165,
          0.23876464907002096,
          -0.6127277361572627,
          0.0899055120322852,
          -0.03183058696425906,
          0.298069379747848,
          -0.7271799116618539,
          -1.3130903079316423,
          -2.1053652791643445,
          -0.17894204900493307,
          -1.264177142553913,
          -0.8031901677784714,
          0.6884196163813199,
          1.5193634386284214,
          -0.5762030119364567,
          0.0133864804278006,
          -0.6798470088149526,
          -0.7401366148183949,
          0.09774459554928565,
          0.32254767485333635,
          0.00861410039787563,
          -0.1591729508550104,
          0.4889909853476758,
          -1.0653335450262105,
          -1.1442179669599275,
          -1.2490053525612212,
          -0.6966714150714901,
          -0.2563579489087347,
          0.42506972205050997,
          -0.5997966340565885,
          -0.9137019148357931,
          -0.3105928402263966,
          0.58135817954084,
          -1.4201686177977042,
          -1.7073650942799918,
          0.09846928988757701,
          0.05363849174158195,
          1.2354969439693089,
          -0.12888955687473674,
          -0.9889347732874891,
          0.0757737998994959,
          -0.36687984835237214,
          0.12339614782542417,
          -0.19847546833579308,
          0.7998734481240087,
          0.30211109271960285,
          0.46259200306996745,
          -1.4262672904549263,
          1.4642531653976545,
          0.2806902679266371,
          -0.9675085862809228,
          -0.9730832246098065,
          0.5512057258600946,
          -0.004994172045028278,
          -0.9810956597355949,
          -0.7929739772099412,
          0.2075908704396959,
          -0.18290073493889988,
          0.4063553339417081,
          0.37973203212021095,
          1.2856811062158804,
          0.3237703266014801,
          1.266199811607734,
          -0.38121360133239723,
          -0.14726413156017779,
          -0.8841744771811503,
          0.22519784659441952,
          0.46171384201013915,
          -0.8780952379213073,
          -0.03122481637096875,
          1.2420148790276784,
          -0.8210532672186481,
          -0.03665342315497086,
          0.3611939976853511,
          0.07501987515569151,
          -0.4956926079040699,
          0.6312915370983524,
          -0.8755000577515635,
          -1.1139444209927547,
          -0.4115119306830238,
          1.7559651074090505,
          1.541377500638769,
          -1.1728590266252057,
          -0.1158263219690398,
          -0.4270941674545649,
          1.3361099991421181,
          0.031753106634902564,
          -1.2853315979727242,
          0.6225455881440641,
          -0.6942593545114923,
          0.40064089594605123,
          1.887113545084914,
          0.029274303907304934,
          -0.3552712013641163,
          -0.5464558002916005,
          -1.4617962242823666,
          -0.7601671874389123,
          -0.898398292650593,
          0.6904085334089717,
          -0.1836569235618548,
          -1.5619096554156195,
          0.27572712357024176,
          -1.190957823111719,
          0.8783201713636977,
          0.0181703388956444,
          0.9528252099308095,
          -0.6008873501567639,
          -2.2816697463778772,
          -0.5461576887048482,
          0.8154921259526631,
          -0.5117982533624812,
          -0.28929211973368923,
          0.10324759118388373,
          -1.2297432845937877,
          -1.9421078652657402,
          -0.5968941945957521,
          -1.2588488839423133,
          -0.3431202608125338,
          -0.625343568910372,
          -0.6265097593575315,
          0.6008051494009199,
          -0.8278447694273856,
          -1.488350573705196,
          -0.5032393832362618,
          0.7171088865549342,
          -1.5644556736614679,
          -0.8808401570004298,
          0.0641570830975804,
          -1.3749135987348295,
          0.40223623256567526,
          0.525221565002435,
          0.1515610419836359,
          -0.46144083423444915,
          -1.6104474894148344,
          -2.039511107256635,
          -1.088795169634224,
          -1.2171147030745793,
          -0.710898831149519,
          0.6351319366219292,
          -0.8971931866005192,
          -0.462915163623628,
          -0.7647237140243647,
          -0.7619478641637202,
          1.3004521323919185,
          -1.4818824487331383,
          0.01835212066977809,
          -1.279901705785845,
          0.18949963180364693,
          0.7939957757097386,
          -0.18445896718356464,
          -1.301796245889975,
          0.04204611275967996,
          -0.09781761067060789,
          -0.2937475731319687,
          -0.4639026511146932,
          0.7817003675319047,
          0.8334232280325913,
          -0.39118847610466423,
          -0.015761563582250043,
          -0.5812213872701271,
          -0.15020736047807062,
          0.004860395406419843,
          -0.08457498088753196,
          -0.007954883917949181,
          -0.6246375150252085,
          0.12629298422463087,
          -0.31494489310153895,
          0.2612836797878296,
          -0.0883967115524126,
          -0.3537926498587563,
          -0.7838600133889779,
          -1.4040736596149959,
          -1.039576181597431,
          -0.8075818520404346,
          1.9961517726570854,
          -0.3061961747892235,
          -0.704168538118349,
          -1.4761097638901555,
          -0.49845827981528595,
          -0.469457757888225,
          -0.41908757383542133,
          -0.058025296364617514,
          -0.7992441598093099,
          1.9290485587823751,
          0.8763759914991259,
          0.939489368469918,
          -0.8103154232396339,
          -0.1149758883199556,
          0.13690801813145503,
          -0.4219110758556997,
          -0.12951944892411735,
          0.0037519521626521862,
          0.7857778005401047,
          1.2261077707230166,
          -1.2284633594513952,
          -0.17283470229871306,
          0.5132896965716649,
          -0.7571425126680139,
          -0.7017459503552765,
          -0.6021921628929022,
          -0.0783123052330776,
          -1.2062590469330108,
          0.3994698840587023,
          0.34607399960701296,
          1.3065873785632263,
          -0.07734762597833572,
          0.1587552973675654,
          0.2230354729283311,
          -0.2956357809302395,
          -1.0247987821648603,
          -0.7758999693401285,
          0.40192026855245094,
          0.8034603566039091,
          0.19321859278852133,
          0.8922012389883331,
          0.5055346600679992,
          0.057134310346321784,
          1.7880289369405231,
          -0.12788129249911598,
          0.7915462206540231,
          -0.330846155967737,
          -0.4868497536971267,
          -0.7233804316446513,
          0.9270087828050496,
          0.4948414258149623,
          0.6329295590023684,
          -0.26191530095721555,
          1.3894524808456774,
          2.0872235518305926,
          0.9756580638444742,
          0.40901868754383497,
          -1.4141972284823978,
          0.4891920629461313,
          -1.2370512131430258,
          0.15482597566842685,
          -0.47068484270912864,
          0.7485056615055091,
          0.1683881061405962,
          1.5233414054356338,
          -0.9342506805025892,
          -1.1092843810827937,
          0.9927564562689152,
          -0.06103907486784359,
          0.5686986802002305,
          1.3062494753825389,
          -0.29580099028797957,
          0.19244827046177657,
          0.6104761167122512,
          -0.00640622537449536,
          1.2070555729215355,
          -1.3903712165083433,
          0.2118995915582647,
          -0.4094008374512871,
          -0.3808242171052629,
          -1.4780098709977567,
          -0.8537792680739025,
          -2.3584855604614505,
          0.46735355460786465,
          -0.4683225194110548,
          -1.6167583826818093,
          -2.2422838329282144,
          -0.10219684852818406,
          -1.7216216159846374,
          0.12162100842970322,
          -0.8879769110196961,
          -0.1509474140741339,
          -1.3357814318001335,
          0.2942761358952362,
          0.6393703521273894,
          -0.5145110073354905,
          -0.908260084289984,
          1.6326695341785968,
          1.144827744623846,
          -2.285942540645935,
          0.24249099196808535,
          -0.06099799946899476,
          -0.7540803244783685,
          0.22762182498241343,
          0.863774781239159,
          -0.293393544260885,
          -1.1365586212942642,
          0.007259771937758474,
          -0.3703273409464051,
          -0.3367694685052116,
          0.21290499286359094,
          -0.9136907061329467,
          -0.9093038532472938,
          0.236306303790617,
          -1.3101825474586812,
          -2.0564505110263154,
          -1.8810996751171658,
          -0.068244488004304,
          -0.3231635433397639,
          1.0982758970866242,
          0.09596077687173256,
          0.7442381290564453,
          0.11028693303239852,
          -0.11648158706794563,
          -1.1188693110744874,
          0.38700482986036006,
          0.2230522388680667,
          0.034947522933900785,
          0.3244802985504863,
          -0.2807284616253002,
          -0.3196336736000133,
          0.6895750232632373,
          -0.16817150393551247,
          0.6590998018393425,
          -0.5177595348819428,
          -0.4294826705987515,
          -1.5539758643980615,
          0.26082463293136077,
          1.2386749746437096,
          0.3153629659560391,
          0.1348034440561431,
          -0.5982294341023909,
          -0.21503168057438177,
          -0.7689680585642807,
          -1.9053942995528752,
          1.055779078228413,
          -0.1262139387390191,
          1.167431694828628,
          -1.0104580939761703,
          -0.35838920316580614,
          -0.8383732198575071,
          -1.0466715969896985,
          -1.5835404698557163,
          0.2598223123781534,
          -1.3951217354149343,
          -0.2161542777772612,
          1.4752962266016663,
          1.9170135153641288,
          -1.7391173052908686,
          -0.7922375496160665,
          1.0903517589058906,
          0.0551238723888031,
          -2.0812925236352235,
          0.4286020767165527,
          1.3319550400849214,
          -0.12535887071769455,
          0.20752370901713482,
          -0.6231836447036713,
          -0.5642536406078875,
          -0.33829891502700377,
          -1.665671524199058,
          -0.08212049527510396,
          -0.25118658480419853,
          0.46602454482195016,
          -2.312278695585663,
          -0.3921490432385318,
          -0.22118145091574648,
          0.29212707264776694,
          -0.15030539408353336,
          -0.45551422265747765,
          -0.26636321882729946,
          -0.11102088467974033,
          0.11616373690013586,
          0.13459514851419915,
          0.6877952767424433,
          0.4730356320895263,
          0.9236518329870167,
          -0.8020312177201222,
          -1.306336305837372,
          1.2551678996248206,
          -1.2292982308408396,
          0.07230290742504518,
          -0.1489673061310025,
          -1.6887120589783153,
          0.260382664702246,
          0.9275562026697886,
          0.9717585251631179,
          -1.0808490508507285,
          -0.00585563382307436,
          0.08461224121061528,
          -0.1562740177911354,
          0.3720171796304273,
          -0.7408571809305627,
          0.14907276693419785,
          -0.7698715332085473,
          0.02087305186828577,
          1.5568515389246642,
          -1.4779890948754328,
          0.7021480530333707,
          -0.319057853320366,
          -0.8781213005507453,
          -0.3331983847907157,
          0.6023992818880529,
          -0.9614570129372096,
          0.6541385720512765,
          0.9034731527850262,
          -0.07959975998508294,
          -0.9897702614613236,
          1.4555770926413756,
          1.138823399118794,
          -1.5747208136465156,
          -0.5387146440981514,
          0.7843766109138602,
          -0.10830724862593127,
          -0.008361910728389625,
          0.07820234579761547,
          1.0257570120621338,
          0.9580820853794565,
          -0.6288517447446146,
          0.3338793257331416,
          0.017087392020594828,
          1.1208737990310722,
          -0.9173152495755073,
          0.8262805317842663,
          0.6020101740157447,
          -0.9403023516457811,
          -0.7968835089175383,
          1.7060659644990315,
          1.3437690579703763,
          -0.9195587219044531,
          -0.11564304616618398,
          0.08309225779545405,
          0.6845046770924649,
          0.5106465931883847,
          -0.16945578716041426,
          -0.5731126127293041,
          -1.099051095517523,
          -1.0372711870791311,
          -0.10938616370362612,
          -0.83012310431418,
          -1.361216489576127,
          0.6673409126488966,
          0.1733537900763223,
          -1.9798653827613222,
          -1.122452024589091,
          -0.2866061921192792,
          0.2538063594032506,
          0.17259531024454272,
          -0.18387573883347702,
          0.5993830819324061,
          -0.37460198792460403,
          0.9114976678337026,
          -0.8409779801023808,
          -0.7927908562883399,
          -1.174567770772308,
          0.09069719223452871,
          0.43570447539862434,
          -0.6955332656796638,
          -1.1112389253023398,
          -1.8958150685301358,
          -0.306118405777813,
          -0.47979114352952995,
          1.1777040442424611,
          0.981887253736277,
          -0.48631305198764857,
          -0.9968335276656137,
          -0.2029248390155029,
          -0.2674042261300814,
          -1.466814027729401,
          -0.5099077520074283,
          1.4683706480875558,
          -0.2640834698193472,
          0.9849841635365494,
          1.881000344364377,
          2.23282545209223,
          0.5288691369897032,
          -0.8966052287920606,
          1.383490804462592,
          1.1975635475136677,
          2.896271792367297,
          1.5737068115194148,
          2.089868576326656,
          0.06739983454754983,
          0.5313268942351075,
          1.3031847977383904,
          0.6711529153459659,
          0.9745613242963937,
          -0.6448165424997986,
          1.5531007342347751,
          0.6082426586197945,
          4.328797660424678,
          1.5664373494138044,
          1.6608122834305032,
          1.8247744712191993,
          1.5419570106806644,
          0.298997062554222,
          1.59815789132491,
          1.8479371978537547,
          2.1794055658191525,
          -0.35504505701514,
          1.3050238356045125,
          2.7752446640838775,
          2.3727711874704207,
          4.995001471416319,
          2.1969736700989304,
          2.3153386238541387,
          3.119844720560828,
          -0.949809245802482,
          1.3370973315701011,
          0.14869574817797515,
          3.1454772826908095,
          0.7040217324360549,
          -0.364686839261553,
          0.4755488433570048,
          1.0406629684763662,
          1.773591154415893,
          0.532830473934902,
          0.699041041592123,
          0.8272225643194614,
          0.07758039040355968,
          -0.36366137363887596,
          1.1522566927524882,
          1.579325645764768,
          2.0726475671224427,
          1.9540627084422895,
          1.84275348423353,
          -0.1411598285967895,
          0.7024210018899001,
          1.6564649240620282,
          1.3507014574561511,
          2.4479352710083253,
          0.35295981121014997,
          2.1663253772913618,
          1.0018473030844233,
          1.5339644323724066,
          2.4948455070186415,
          0.9897393608509603,
          0.1411849862908004,
          0.5564765639395615,
          1.2289956124112544,
          0.2864593354743571,
          1.5974698198818882,
          0.7240745113084749,
          0.7330701627834169,
          0.1708968276033269,
          2.5186496628967827,
          -0.5013992874678734,
          0.09172108758006424,
          0.6916363893868661,
          0.22922481558507737,
          0.470470351441941,
          3.698048606000504,
          2.6241864006082802,
          0.2544902606726403,
          2.8335807157837403,
          3.1247146207951335,
          -0.0494760975135881,
          1.9417908391336611,
          2.3811162664012056,
          3.270564043575187,
          3.069514468841885,
          2.423792760655825,
          0.8066238587566417,
          2.3204135127624967,
          2.2850761503662964,
          2.301466328722571,
          2.549768604074726,
          1.7295413218469335,
          1.1478814894779605,
          2.312460527031182,
          1.8620268496604706,
          2.1422304125629834,
          2.309523078835887,
          1.1691983267984336,
          1.0015065115671966,
          1.0445413189021013,
          4.223517425964178,
          3.01475591638227,
          1.7887398412593332,
          0.9106186967862713,
          1.04202673049787,
          0.3228946233231026,
          0.24051932687398536,
          0.10988167975142449,
          1.8795017914408116,
          -0.25793794262255326,
          4.277295597559865,
          1.421356703869208,
          2.4867780027570903,
          2.5356819143699925,
          0.663478200097951,
          2.7005888008951144,
          1.5776673346442733,
          0.5141938585857462,
          0.05571129840207948,
          1.9656001028035925,
          1.5799512256603976,
          2.5361218164456574,
          1.9627702358064736,
          3.203031847145333,
          1.9095465465650014,
          0.33112189402670855,
          1.2726503796286652,
          -0.37458665648976097,
          0.6462411139135886,
          1.3588356441659337,
          2.039571693520768,
          1.3540568981676393,
          1.0031255110199842,
          1.605150855987997,
          1.9551090961648665,
          2.480027459037695,
          -0.23166262679397961,
          0.6734792582459921,
          1.426341203770951,
          1.6288278384875001,
          0.8998162588092756,
          2.317578838979216,
          2.4459340777275087,
          2.9339073353782177,
          1.6617595080061098,
          3.2682613788530297,
          2.4621165027462664,
          3.199897809051222,
          4.0781929395284084,
          1.1638045719213104,
          1.9653868941151738,
          1.4553143616253152,
          2.4153070042974405,
          2.9471300449904287,
          1.2182712615959637,
          0.34438844887868797,
          1.2893163057347803,
          2.63784394044191,
          1.7608285721344847,
          2.0082272241346724,
          2.7063399975354105,
          0.17881816950303234,
          3.878654846787747,
          0.1627708249085695,
          2.194004361441443,
          3.6575502877636437,
          0.748951966250828,
          1.5450883274698168,
          3.5305068874410157,
          -0.2312374838401895,
          3.83145490595342,
          2.2884510581767135,
          0.9121689345486294,
          2.1920902953461394,
          2.9304407459890185,
          1.6579084007087999,
          1.1952778456100213,
          0.8651809414480958,
          0.29658287528946936,
          1.1455652642351473,
          2.772758620995182,
          6.443841236972725,
          1.2042209478925145,
          0.5851047469375275,
          4.754670189145748,
          3.1878234226072655,
          1.6226161093100082,
          3.100620315117914,
          2.09467669771166,
          1.6248919957668215,
          2.607509984290583,
          1.2471377575125229,
          2.0018063303538822,
          2.495535897598955,
          1.6097853811133385,
          -0.5614631461244433,
          1.184740701859268,
          2.104175674838923,
          1.0340983679305553,
          1.0217673920579304,
          2.4006181926252577,
          3.0171347740529844,
          1.236072090229523,
          1.8361043488422493,
          3.954080709580611,
          1.2558945079678228,
          3.213385921038019,
          5.051461711058443,
          0.5674805061065581,
          0.9194642039072376,
          1.7422909263645707,
          0.941167329092806,
          1.6506169674607272,
          0.978412321794828,
          1.810512819855989,
          3.029151836468835,
          0.8135935748164893,
          1.7386836345418692,
          1.5861599867835916,
          0.5568567148162636,
          1.6552501838990241,
          2.324359278863669,
          0.9719085549290052,
          2.1846026262318365,
          2.5501520389490504,
          2.0819113908138163,
          2.4778561117350777,
          1.9625205247399173,
          2.5194674275321636,
          1.3925941456944224,
          0.5088404972670376,
          3.621312966031999,
          2.674431994170476,
          1.8417076139723079,
          1.6156634566582724,
          1.6439432229862834,
          0.558504566378892,
          0.7289403149910672,
          0.9052151993949367,
          2.0231151536608922,
          2.132545739129048,
          0.3956838633494114,
          0.8542726639787919,
          3.4835469945490063,
          3.816941801776575,
          0.7657380133279886,
          1.8491636837444907,
          4.19896727623062,
          2.0352347244600555,
          1.8353220042722336,
          1.901580382682612,
          6.933136363010357,
          1.7562905529223838,
          1.5009936583695334,
          1.7631996845222755,
          3.754870997829202,
          0.35408361520017595,
          2.2466144089001454,
          2.703438382619091,
          2.166920629230136,
          0.8163123867490021,
          3.870212546595307,
          3.2379698176600304,
          1.3692262786052636,
          2.3708994100369285,
          2.669556084689858,
          1.0791191016638038,
          1.5958979144941208,
          2.60700323726489,
          2.5606504136501282,
          3.048761040749525,
          0.7301622429010268,
          0.10111429488057984,
          1.3896400985475184,
          2.306433129972407,
          6.221332280747604,
          1.907522023985297,
          2.2422780529518853,
          0.938429400216,
          3.7334710663232338,
          0.8467428028315742,
          4.967602843349087,
          2.756434895667193,
          1.9044786326120062,
          3.6321701068387826,
          0.6211019219062146,
          3.466578110783244,
          3.2596193022911484,
          2.1452428231545064,
          1.6587285308862034,
          2.372381429070619,
          3.0890276903334826,
          4.357649346514449,
          3.5584503640679337,
          0.6350560548284816,
          1.0569964968174572,
          1.453053206560292,
          0.7905951269369943,
          1.0957375431674337,
          0.8411372875076774,
          2.008587921662039,
          1.1655169175057905,
          3.0320323765133095,
          1.7004213749671853,
          2.6591116797077667,
          2.055692419075419,
          1.781657439641363,
          4.18921088585519,
          3.0882028042156997,
          2.71591499643492,
          2.0619867907342813,
          2.4046984262057474,
          1.891480479092284,
          1.467768680753516,
          0.8738900305151965,
          2.254322154726529,
          2.4139275975499714,
          1.2418220446525658,
          3.0653186198753186,
          1.9412845633736502,
          0.884023745489983,
          1.4524436002872283,
          0.6501968933004887,
          2.2768330873217493,
          2.3038186534862657,
          2.2093134131583048,
          1.6117417215090195,
          1.5325674698996223,
          0.7235965700931436,
          1.571697165760473,
          0.006825638520696903,
          1.2980481270644015,
          3.545932654174004,
          3.1169801328506916,
          2.7406910623139966,
          0.7181917389852214,
          2.5807890122331587,
          2.197676141294739,
          1.3293113343490435,
          -0.745162274661211,
          0.9660236023050351,
          0.6376562294757372,
          2.743028876199466,
          2.328176866216165,
          1.635002894139547,
          -0.9266296009413219,
          2.5646994211365985,
          -0.8610292038461385,
          2.1361056989327487,
          1.5512232162903792,
          1.8876235140199693,
          1.6907562303851784,
          1.0845322072620684,
          2.5930248592351703,
          1.4781569784052366,
          0.8614357189355142,
          2.700619118952929,
          0.15550421127691566,
          2.853733972987659,
          1.111801692449129,
          -0.6475750965984998,
          1.7005713044968003,
          0.9108882322732457,
          1.4758481961764036,
          1.365285264103248,
          0.7664033785981053,
          2.4485533743388888,
          1.472841128247394,
          2.2069381860579314,
          2.646636672614994,
          -0.2220751885264146,
          2.7018978939417115,
          1.3072577068264861,
          0.6388852076735468,
          3.8956895727593808,
          1.8657947143353708,
          0.18469133805904417,
          1.6860552659990908,
          0.3076920828496781,
          -0.2958084616305598,
          5.5071116539182405,
          1.282389517938771,
          2.026491390177062,
          0.5646849882731684,
          0.9880480873913162,
          0.833837445436837,
          1.3746111491683273,
          3.314269506305553,
          0.4049781447765977,
          2.08305778452121,
          1.3258576277859604,
          0.5248822395116467,
          0.644412334348111,
          0.939237260794328,
          3.4231210509614907,
          1.3393756860209716,
          1.3842107999748747,
          1.7001804093394708,
          1.2020817044219207,
          1.5947678141100563,
          2.4511154090452445,
          2.8764616219720383,
          1.0347083522302514,
          0.06895739909094474,
          3.2087736987598214,
          1.9680279112684491,
          0.8407790935856094,
          0.24094500303624927,
          2.664317445472995,
          2.508495568630187,
          0.8745419384190746,
          0.021229036408863,
          2.7438701415296167,
          -0.3890294272220981,
          2.7051169019970094,
          1.9684340445060904,
          1.8890350619570582,
          -0.049598656697498786,
          1.6849441241438863,
          -0.05580952347665075,
          1.5423199077932188,
          0.6599218133553583,
          -0.814714549806108,
          2.6292379534273516,
          1.3786852829158383,
          0.9231478891676375,
          0.42695353498890615,
          0.1297486255939447,
          1.4773342268153313,
          0.8473896824777478,
          2.798486748670322,
          2.09105395772419,
          1.416757205753377,
          1.7033645168166376,
          0.03181155813799444,
          1.7572587018787895,
          1.1454190411050547,
          0.6282878856854981,
          2.912710275307202,
          1.37339853048938,
          0.6520898777992935,
          4.004175853817197,
          2.101594910649773,
          2.0560983017651933,
          0.8788051502844462,
          1.5576119280686922,
          1.4715873912400652,
          1.0724312284318256,
          2.4923015812102425,
          1.9052322436238047,
          1.3805505040749189,
          1.2004754060131122,
          1.9406574395815104,
          2.8560640043581187,
          -0.00010051426896398992,
          4.84693558354034,
          1.288844990025562,
          0.7172947977145484,
          2.393020491445795,
          2.2667243730940583,
          3.3991675632408183,
          2.2669650293670514,
          -0.07893659490969365,
          1.9293165413632387,
          1.3049626313247333,
          1.9846406868270225,
          1.0296957879373296,
          0.3475073653962327,
          4.765781862354316,
          1.530125203093838,
          4.219351457306315,
          1.3719605231947078,
          0.8339996618799316,
          0.514514497200674,
          2.7179678052118756,
          3.4599558695589243,
          4.9164133038759505,
          2.6806477136339284,
          0.43247758183053064,
          2.2760620100962266,
          2.2277674055502574,
          1.3798094047005884,
          0.239189941372318,
          2.7776136892315324,
          2.7858711115140085,
          1.1332039914389826,
          1.1694269558253498,
          3.612422707551142,
          1.0823047075236236,
          1.45488074188458,
          0.6761697918163772,
          1.0268629151515436,
          1.4760664471073774,
          3.065938590937443,
          1.0214760011732702,
          2.988860625257043,
          2.217851269306861,
          2.5664708583989495,
          3.2928928386213796,
          2.351539033374562,
          1.8251384303307656,
          2.111711344105752,
          2.97709232662446,
          3.3832045894674274,
          0.5254849283850374,
          1.2002703221588271,
          1.977800807801676,
          2.6536235108637687,
          0.0601653764933016,
          0.1772919594306547,
          1.3890039953809246,
          2.717357837484168,
          5.707954719971971,
          1.3330115763734294,
          2.6865423582326238,
          1.9764632230572194,
          2.2683411388446975,
          2.5568183273154843,
          2.137109772211108,
          3.1260015426375567,
          0.5757834443030834,
          -0.472877266728264,
          1.7594622049947948,
          3.2449311366792526,
          2.048875536483942,
          2.5650485554591658,
          2.3711052327562117,
          1.6375283816771642,
          2.0289234194531938,
          2.049625855529297,
          2.5764901494964803,
          1.7343463635555574,
          3.4912870300919647,
          2.3381640834519746,
          2.8953986654475354,
          1.9349528184345268,
          0.7835338678806402,
          0.7150625965207361,
          0.8693482816319712,
          0.9367092181437402,
          -0.5274156815619624,
          -0.18050772964162487,
          1.3039608051068539,
          1.4017479335866125,
          2.2413153938360297,
          2.013447636624124,
          2.483673448480175,
          4.11556182622103,
          4.579885500030678,
          0.5328764150951677,
          6.222499197183127,
          1.2046963440211764,
          1.9958047810504393,
          3.4553693208460468,
          -0.12980147050901591,
          3.5109084607681726,
          0.45069451402174854,
          2.486106161248056,
          3.437558373907143,
          2.923192685292363,
          3.817725683541242,
          1.665269069114969,
          1.0140248037096653,
          1.7356155766254722,
          2.4552602658220266,
          2.728204774441885,
          2.882859574486759,
          2.218750956805483,
          1.696631237628937,
          1.4426816677210363,
          3.2587655555452746,
          2.8511608742380012,
          2.264974675200025,
          4.724738379662558,
          0.6935234304912641,
          3.828797230859265,
          2.841359396600759,
          -0.009212993561212532,
          0.7877011708627025,
          3.8916153342267896,
          3.5693454067086794,
          0.7775423025316458,
          1.884976028138821,
          1.7419323143112961,
          2.9644799881505706,
          1.6221453739483649,
          0.04071807341350599,
          2.2204447588249674,
          3.3835437128983727,
          0.12674842783990553,
          1.5051418007343802,
          1.2565887860786686,
          3.3174205380974127,
          2.7606612283111813,
          2.8739499646306315,
          2.309424115525642,
          0.005312406473528239,
          2.4631716274168793,
          2.1074408697149583,
          0.5160740787133834,
          2.112587600781811,
          1.3308828588894908,
          2.0568863862770153,
          1.944785441387072,
          1.6812835552122416,
          3.016719726711791,
          0.9129667665372193,
          2.4797012103721965,
          0.7986670814046988,
          2.705413743081732,
          1.6420081425665956,
          2.421872475194461,
          2.5857299132455576,
          1.960501362805774,
          -0.2330295728937954,
          0.5007844109629226,
          1.4265302343233315,
          1.541449830565073,
          2.183603497598155,
          3.113586690749513,
          1.1382578551508904,
          1.5059404066393909,
          1.5299161818913722,
          2.8148372888195876,
          2.793630067960494,
          1.1760084635607795,
          -0.31220622605913567,
          0.4113741852683653,
          2.3248605812643874,
          1.6489907645783535,
          -1.188650338922895,
          1.8393953618579248,
          2.2298389910449647,
          3.5608814758305884,
          1.3793474364806981,
          1.834360407035988,
          3.9390502073463094,
          3.366463327533318,
          0.44495461867400726,
          2.283934903461751,
          0.5069555907085099,
          1.849169914082285,
          1.1541609062747156,
          -0.7050437581628769,
          1.3325816684640721,
          3.1836747669045082,
          0.8587186072406989,
          1.1913007884292806,
          2.6531829655361765,
          3.8924653093731965,
          1.5039351857709407,
          0.5037535453702595,
          1.032044270460319,
          2.1190303438728764,
          1.2766349339488001,
          1.3162599647543891,
          0.9521584152104396,
          2.104472667157761,
          0.6917688065109925,
          -1.251924779823946,
          2.093707408250813,
          2.1895615436424865,
          2.4155414901490593,
          4.053905927524523,
          1.1361159204355673,
          2.107968339879619,
          2.4235684436228695,
          -0.94122628537431,
          1.2884501495820568,
          1.579769048516294,
          1.4321803411387124,
          1.2209293995457084,
          0.22855749917084917,
          2.1115205839540603,
          3.2253142162007595,
          1.0164804128299578,
          3.6768643292900416,
          0.4736352783180572,
          1.0267759072235938,
          1.2460669191907636,
          2.2084101466373225,
          1.9892941970063232,
          -1.0462135833645885,
          2.4381316938665565,
          2.5869475194411615,
          1.3670883421180708,
          -1.159569947155895,
          0.5044704936063075,
          2.8144964409969133,
          0.7431071339258332,
          1.34984869481754,
          2.0992287828297287,
          1.5926019479236613,
          1.6640229381312626,
          1.2701870119215104,
          0.5511939363115388,
          1.9358747866287533,
          3.6983750546870864,
          1.150159449623192,
          1.6900579028231681,
          0.24795583338058572,
          1.0944120346689683,
          2.1376361570083398,
          1.0684143682026404,
          0.6901407177675962,
          0.8677848099248467,
          2.3155791228045914,
          -0.5371797675383817,
          1.7459020515506813,
          -0.7316585417307022,
          1.7256154018624155,
          1.3207794522197307,
          1.1916343133046299,
          2.5145838760736856,
          0.8113438936732437,
          2.2659046745389553,
          -0.6670695715302072,
          1.0385822390183015,
          0.8063451562442951,
          1.4523132894936954,
          0.7591960259617213,
          0.7470432213364283,
          3.7873156745960643,
          -0.39862435451555606,
          -0.6507465830828583,
          2.147447627082012,
          0.2583467947699599,
          0.5517443723713188,
          0.2842202011239228,
          1.4118544157179738,
          3.077275152854959,
          -0.508812008776888,
          2.075347636774827,
          4.200648407446872,
          1.1169266862279341,
          1.7618414036116912,
          -1.1165849102925272,
          4.082693056629284,
          2.2283208967531047,
          1.1714047335403037,
          2.217917474276776,
          1.3829160361914,
          1.4366320050709778,
          -1.0781692159723877,
          1.619763763751571,
          0.9600675467710025,
          1.9136222380508778,
          2.058406811487874,
          0.4970777300394377,
          2.8100809928568036,
          2.6531416929619076,
          2.6048029203558234,
          3.239180320716233,
          1.1995116404725605,
          3.198834455783587,
          5.903093195951794,
          1.4837796093813245,
          3.0212802343786445,
          1.593608768196965,
          1.8509252758139139,
          3.0403438311068576,
          2.1286969112634186,
          3.846354946756476,
          1.0863614030963455,
          0.26894650489236555,
          3.7830242531364835,
          1.2626486543885056,
          0.6274991587822611,
          1.902363635194322,
          2.4722993033833687,
          1.40062870628623,
          0.1605118831373266,
          3.555339130105097,
          2.190844660847349,
          0.7186573901784364,
          0.5821171460957476,
          2.8276052826721503,
          0.9062597044374223,
          -0.3616811039030887,
          0.6469723455766462,
          0.8222118149334078,
          1.9182509065768438,
          2.2530997535794826,
          0.9959012921535121,
          1.0697172099119812,
          0.003943603952935241,
          -0.26243267669348197,
          4.1487827492642735,
          0.2464616364094313,
          1.3715646491747957,
          -0.21261442609271924,
          2.254311979634656,
          0.09196974948294667,
          1.322018670633927,
          1.7469812861347047,
          0.8549971837082235,
          1.8162039500284153,
          -0.07936373909716073,
          2.054065102831691,
          2.176755429082921,
          2.7991641607195556,
          3.140502274964866,
          1.6814947226160877,
          1.218978369809914,
          1.7864623385125904,
          -0.16572828731596806,
          0.11873610523414632,
          2.296969884827657,
          -0.25703946586146037,
          0.7588770528658969,
          1.5703287125376781,
          3.263737395777447,
          1.5288567340197932,
          1.5168253839428125,
          1.1380140796669478,
          3.0779425482376346,
          1.9091741809129974,
          0.5648371706613377,
          0.018955822828331647,
          2.3971467201945957,
          5.64442160882141,
          1.8390727416252308,
          1.0562396728424237,
          0.8368088800829407,
          2.3292348346359306,
          0.28202452543294837,
          3.136566642008848,
          0.6878915638617193,
          3.702136964841824,
          2.05235817913931,
          0.06395857308008698,
          2.2887254323522357,
          4.2477488821970795,
          0.5355506498435382,
          3.5994659481227735,
          1.79384936289175,
          0.8487857583662964,
          1.5667319813886222,
          1.8481471453641953,
          1.8645625690598673,
          2.5592856192979307,
          3.2219544542290985,
          3.797116736527332,
          -0.18646534099925455,
          0.8695150624810151,
          2.881878457836437,
          2.4391245094519114,
          2.6414525943940927,
          3.4808881196816697,
          0.5656031900978727,
          1.9421739386243977,
          1.1393088338088555,
          2.4930696077856,
          1.28096398510306,
          2.2026470627098345,
          3.6447864265511885,
          1.208275129665914,
          2.1224503097438925,
          3.8886310247281015,
          0.8474820205079459,
          1.9116122087968206,
          2.609540241558922,
          1.675554474617599,
          0.8723259110018872,
          2.249761182110808,
          1.8444723572465103,
          2.4782670024135354,
          3.860773007020758,
          1.6673893851710981,
          1.8981426040200173,
          1.8942788498662464,
          2.3650374898086897,
          2.7710825412779383,
          0.659521369217714,
          -0.37887753463614854,
          1.2376304286379634,
          3.5097109264610626,
          1.0089722523712321,
          1.6449228838965084,
          3.626474107669322,
          2.4674381548447313,
          1.4585430122306422,
          -1.026347378497044,
          2.816385214166335,
          2.325225195963504,
          2.127183983652862,
          1.1965523392541733,
          3.006407499900468,
          0.9884924243485897,
          3.7121730204309045,
          2.67415858508674,
          2.3609650278810688,
          3.880493556901147,
          4.207629690920221,
          1.2957170451597906,
          2.659165587037826,
          0.47010329654085925,
          0.32105690677117,
          2.6473582217627065,
          3.052301777980101,
          3.3749630545855136,
          0.9256364713706565,
          1.0479212440229904,
          1.0181165458240446,
          0.45726270329710766,
          1.27215252167826,
          1.4829925501948065,
          4.904004201961193,
          3.3611372817669904,
          2.816005267207556,
          1.7793238389860357,
          0.9205519784688206,
          3.359174659430306,
          3.1414945443692845,
          1.9281451607702962,
          3.875519259369167,
          3.1035894605907868,
          2.5559466011984395,
          1.5426545526080346,
          1.3504855547463852,
          1.3704549309885865,
          0.21666289901051694,
          0.9329985091975335,
          1.474915414347786,
          1.0393880217648892,
          1.036591385665075,
          1.6442527627755872,
          2.390783912624178,
          0.849026871259477,
          3.2472315377036645,
          4.29216320739107,
          1.120053152927795,
          1.010908103586925,
          2.4050725600023166,
          1.3082843298470797,
          2.3103530942712296,
          0.9179354908823826,
          1.415500984285422,
          -0.1988353750723573,
          0.9746980662947485,
          3.528306266924917,
          1.898003256615573,
          1.8320291634038683,
          0.6094264498824623,
          2.465278033653661,
          1.436186525420412,
          1.537269116805126,
          1.3484335463667037,
          3.853732148642257,
          2.4634987958893513,
          2.1535115808134004,
          2.9715826905528657,
          0.1472722503224166,
          0.9034858939828854,
          2.174741928826034,
          2.6833257162135293,
          2.166846322798808,
          2.4653186168322874,
          2.720488494749539,
          0.98578740781511,
          1.1138810967095067,
          0.6778510039844671,
          1.2424701192618979,
          1.592290973889801,
          2.929773682700187,
          1.8826712367481802,
          1.9842506923409162,
          1.4897884623033892,
          1.2589899914627385,
          0.7132366586844264,
          1.439381458111567,
          2.4192452576648455,
          1.7660241769445282,
          1.0472169047184934,
          0.687983210773713,
          0.9632247374442126,
          2.2117168591541625,
          1.7334829453025613,
          0.2340253515979391,
          -0.17159705513841478,
          2.808129660315857,
          1.3436275458029852,
          1.5198097622294964,
          0.0691437484261132,
          1.4140230979635469,
          2.43909243015193,
          1.612444726585405,
          -0.6890970507995524,
          4.180847200175605,
          3.6173520654770694,
          0.6533684698058795,
          2.9620098053772286,
          -0.09449622106136794,
          0.5923528293878861,
          1.1360360706871067,
          1.2781710208327688,
          -0.19144037622453733,
          1.255765046765695,
          -0.012535445811321965,
          1.2902180998986472,
          0.8880255038741325,
          1.5995722010730826,
          1.460494506954417,
          1.1509339041174933,
          3.2880322468440957,
          1.666735097007616,
          2.4335999539567768,
          0.7100037556953157,
          0.537720888117461,
          1.8191111703984018,
          0.7975572020130364,
          1.9679676513965116,
          1.4868999117873334,
          3.7654339896809192,
          0.9771474067378842,
          -0.5190233526840886,
          1.6228061085587135,
          0.14731377382907324,
          1.5630161957559616,
          0.41142159795961053,
          1.3258694613436728,
          2.9039946342856027,
          1.6807346185027165,
          2.3716255655236678,
          -0.11141768317354851,
          0.1241958778781934,
          2.0982630293752798,
          1.9565963466179481,
          1.213281559927478,
          0.9958777220391465,
          0.8765571766743823,
          0.5622013307785444,
          0.3718964408594114,
          -0.3026210121460604,
          -0.7071579719857489,
          0.19313859030707822,
          1.526979686276915,
          -0.5614554267782109,
          2.3624358732884674,
          1.0674886277372573,
          2.572241365574849,
          3.512705898154828,
          1.747369583346934,
          3.3224970960051485,
          2.6623867140550606,
          1.728363390314752,
          4.198587017304724,
          2.401651729402926,
          0.7980873136037315,
          1.244199764214001,
          1.936966485452534,
          2.25023721448961,
          0.5747796763181608,
          -1.19707515530332,
          0.6595104858850631,
          0.8259603363611355,
          2.5282014290011134,
          6.3910679812288675,
          1.708124063546186,
          0.8591047506695132,
          1.5885905748113043,
          1.775425138434989,
          3.101192822534262,
          3.3398203023327513,
          0.14299219815285955,
          1.0412991244518843,
          1.1463514252452798,
          1.3869752019168509,
          -0.09172679061729674,
          1.3552558318339425,
          0.5211239431108232,
          1.213783596161112,
          1.2326741379457216,
          0.9268660556661305,
          2.390593838218822,
          1.4995628527329876,
          -0.5500182114015598,
          1.7303709298916636,
          2.2531051774651694,
          -0.4057434824737012,
          0.6252583173918317,
          0.7198590870498701,
          -1.1703825987885708,
          3.2307553968260483,
          2.838548408189182,
          0.9654579618329928,
          0.326667226689825,
          2.7543657885289403,
          0.860644393075638,
          0.5966403772553064,
          1.8021091184386266,
          2.0680552606522022,
          2.700386878417703,
          0.9625989455009721,
          1.4248414967079455,
          0.8732871570351398,
          3.6067243460114957,
          1.4509056731712084,
          1.424785812511864,
          1.138289758684771,
          1.361582600982322,
          3.614040170915153,
          3.327824952045931,
          0.5664539658697113,
          4.07628249131441,
          2.921329736024065,
          0.8004699549099556,
          1.7650769349151092,
          0.7384421118511694,
          1.0916196159551586,
          0.6477111786560041,
          1.5553762716267914,
          0.15432298833816124,
          0.9686290986738577,
          -0.35052517698316943,
          1.7536503561893264,
          1.1605634535749678,
          4.16009473302247,
          -0.1428319247721715,
          1.6861736812356183,
          0.8293216311764793,
          1.2652002904771322,
          1.4682044303122075,
          4.5357437882479745,
          2.4963068239634185,
          1.2018715806445763,
          1.75935846644199,
          3.4759394779339052,
          0.47789485838015816,
          1.9267497980527017,
          2.256444401283251,
          -0.32817619647216206,
          2.3457102428077223,
          1.4366541129003205,
          1.2399354055303728,
          1.6185256131498906,
          3.691032717228204,
          2.1948771721724047,
          0.32652652651723746,
          2.963264883114908,
          -0.45417210872422475,
          2.369717647970564,
          0.868821281185196,
          0.19206190003036797,
          2.2647384114321247,
          1.192806700024981,
          2.2600597267463525,
          2.694081747065488,
          0.7333194857512468,
          0.8301449741002987,
          1.7571639469740516,
          -0.024519490040717858,
          2.4631451226412526,
          0.9177983598703192,
          2.283174045910277,
          3.128579916275838,
          1.6386782377675686,
          2.2352638100294304,
          1.3608453543331585,
          1.303260950772108,
          0.5144482922025911,
          1.9589980381135397,
          -0.6324835302050207,
          2.4330341086218863,
          0.4706575684403802,
          1.8915769102167597,
          3.00613757010921,
          2.9812000934265455,
          -0.37478028043570366,
          3.3805939006484196,
          2.4700690826166602,
          1.2540387734359655,
          2.889976590328622,
          2.167920205282273,
          3.6656678339913924,
          4.031112929208287,
          3.2385288122557636,
          2.673833437775047,
          0.9372487719166253,
          6.445275989192283,
          1.3294918191562952,
          2.646084012392285,
          0.69488043764937,
          2.765074691744721,
          2.326506189192139,
          0.5233183990519112,
          2.9976009768832883,
          1.2186202501214956,
          1.291710982588511,
          1.2568131972490229,
          0.2408353251323193,
          3.0831161461427237,
          4.5484720260220985,
          2.140646514285955,
          1.069473950891875,
          3.61559527486871,
          1.528852052480191,
          1.2937046505106997,
          0.9509488082564919,
          1.7426335735232596,
          2.35525594714602,
          1.120097180055438,
          0.917994031433968,
          0.7599927095720769,
          -0.3545442249227822,
          3.3095465810236027,
          2.0939056500338897,
          2.3197532357217097,
          0.41920958729989544,
          1.5648793995310495,
          1.8556107570371427,
          1.3886638079505185,
          2.0519390920288867,
          3.2380603458082153,
          2.982125023266472,
          2.66913108561219,
          1.5118641965388668,
          2.8741765753889283,
          2.003749202124414,
          2.7173347284443743,
          1.2191473991009483,
          2.328415955183396,
          2.639812733558518,
          1.5843857485060981,
          2.570915238032674,
          1.4642247072598187,
          2.210003456772759,
          1.788716782644285,
          3.713855595662815,
          2.562457244233471,
          6.565844357105616,
          2.380294640252368,
          0.12917919369163094,
          2.2735285500200946,
          0.7810623280786736,
          4.875579628734284,
          2.5304155798499273,
          2.9107232316145524,
          1.3267478423995456,
          0.8811198546713855,
          3.212577819132993,
          1.2759622488283089,
          2.6375399689270274,
          4.748381096301258,
          3.3651855718931154,
          0.02627499582192608,
          4.027702384300612,
          0.516938540487527,
          1.5092823363186652,
          1.1347014484173612,
          1.0226744567214936,
          2.777988672069169,
          -0.318938563979883,
          3.508077896561316,
          3.221478599190882,
          0.9466146180703661,
          2.3258907762646968,
          2.961657702738738,
          1.1671304229866868,
          1.220015176663927,
          1.7285036114810457,
          2.5174882583210767,
          3.55821482083642,
          4.015224054977967,
          1.8053147213876115,
          1.3037491599367554,
          3.513054422187145,
          1.5105167831578954,
          0.4970520205621262,
          1.7369962048657128,
          1.414540262195841,
          1.3514310206900169,
          1.9985823078672282,
          3.898038052030409,
          2.6637618175191387,
          2.2387477574371073,
          3.0398470160970925,
          4.1587063385530785,
          0.05716895700346814,
          2.3984666584816767,
          0.726611771554668,
          0.2213035609277818,
          2.3268035236506055,
          3.204765815770074,
          1.0757192406567815,
          3.955952974671301,
          2.6750839169705114,
          1.7312418369944715,
          3.089656991378015,
          2.741245443299524,
          1.4783390399251686,
          4.571160393885852,
          1.7384223757447193,
          1.6423733318546518,
          1.8132258141203845,
          2.7854723098907623,
          2.008285625747305,
          2.642580878015197,
          3.126002991820016,
          3.901411181332835,
          1.5375392503124246,
          1.8915401155747735,
          0.6157698787173885,
          2.8883625928156107,
          1.189147323271737,
          1.9360013330410346,
          2.6529850048200347,
          0.8843840890849115,
          1.1779637627514743,
          2.497316578187985,
          1.0317875492513335,
          1.7481260196628596,
          0.6434574580534417,
          3.4323659757958005,
          0.36755309856164775,
          0.852877718419116,
          1.1569745316297373,
          1.8420063117979413,
          1.2960482741432906,
          2.1989225499054643,
          0.13096989988244928,
          0.5446620916596931,
          2.8525820110718376,
          1.0452054740812056,
          0.11786972132889538,
          0.01767616690625457,
          1.6741856543738516,
          1.3101093226919889,
          0.8380719238486144,
          0.12397610726515228,
          2.8955412492718877,
          0.9919440442683453,
          0.8946221470726944,
          2.3560343904244405,
          -0.44695187773005574,
          1.070708478058027,
          2.416865730158799,
          -0.5809635597748382,
          0.4781876797964721,
          0.22685271624540818,
          -0.1068279368535909,
          1.6248370157052914,
          2.0500855239147406,
          3.0590002818598823,
          1.7217843998170048,
          1.9002597591560495,
          0.3791913378143126,
          4.287192717515786,
          2.0825409941679096,
          1.4707726099408507,
          1.0148714581217821,
          1.8611671239172773,
          1.8750375766613736,
          1.4543559681566696,
          1.0878490047911924,
          3.013636868129302,
          0.3582669366971936,
          1.3005865840166295,
          1.09141301427178,
          -0.28724204826652033,
          0.4467336819921112,
          2.347705836379443,
          1.92626389390668,
          3.162291737374865,
          1.1984270494153946,
          1.6977372849610677,
          0.9705010095000541,
          1.151523824987767,
          1.729242982674366,
          -0.018994570674064164,
          2.17835535271535,
          2.2092987624384404,
          1.3773181517877953,
          -0.007443531604636165,
          2.677020150005077,
          2.0239372576786683,
          1.7425510083862854,
          1.168651529429151,
          1.1793495026951173,
          0.8016743993748361,
          2.6222629512131346,
          1.9688565827654403,
          2.9279691093159212,
          2.3675256434333236,
          0.5758387025326824,
          1.547571414017534,
          4.492317315240178,
          -1.6394785819063011,
          -1.058989973634401,
          -0.750710656212987,
          -0.8837731342472204,
          -2.0952535163347354,
          -1.19422437545842,
          -1.043929117951697,
          -2.1129329367529808,
          0.15228060326274354,
          0.18489260617251344,
          0.3749934399325082,
          -1.9782432899190068,
          -0.20273836737664208,
          -0.18667574903132467,
          -2.77887797679055,
          1.0985556916151986,
          -1.1829494272911638,
          -0.7994858942782613,
          0.35142982286804203,
          -1.2718846160746713,
          -2.194429011815136,
          0.670660696036955,
          1.5455020421762022,
          -1.4219110620124193,
          -0.7753572137027585,
          -2.7064408846070656,
          0.20807780631783568,
          -1.1136425707678088,
          0.30287698635600396,
          -1.095041343527978,
          1.1100562954712239,
          -0.12832171098371822,
          0.03873165452232247,
          -1.8735248744329676,
          0.5761484534092179,
          -0.0962844904590928,
          1.0280941058845432,
          -2.0371260338884647,
          -1.3757223328706023,
          -0.22618209372230105,
          -0.010318059655105261,
          -0.6899427438603635,
          -2.2348758190192153,
          -0.5698390668833804,
          -0.9692453678847539,
          -1.6574836780053785,
          -1.1422453108365371,
          -1.2195256466394944,
          -1.4261292956854337,
          -1.4607948609909127,
          -0.39634528001230684,
          0.031720206484815536,
          0.2858799908368046,
          -2.701183289405697,
          0.454805920347608,
          -0.4636868659849578,
          -2.397493985253832,
          -1.9305637575980354,
          -1.9868634013618813,
          -1.5690943674264117,
          0.19050263079486215,
          0.6895043878005102,
          0.5428496799419854,
          -0.8404630436519597,
          -2.0817546729054843,
          -1.3961339964254367,
          -2.3690550445901972,
          0.38770824877529536,
          -1.2734954250702804,
          0.47096760592469195,
          -2.0583860003190457,
          0.9388835727069239,
          -1.6980776574463052,
          -0.8101514349272652,
          -0.4130127749048147,
          -0.7918803676643688,
          -0.23774469565663345,
          -0.9077914143375924,
          -2.6297396367359926,
          0.3680383519910947,
          0.5576057593864956,
          -2.5680580837630025,
          -0.09403581403542209,
          -2.1529679540677167,
          -0.32065300749034176,
          -1.8260237491337472,
          -1.72828196675234,
          -0.7827529379089301,
          -0.8708740087718255,
          -1.9030351647903696,
          -0.7957192035816761,
          -1.877457961162563,
          -1.5621425208088495,
          -0.26667622912052463,
          1.2315101609974402,
          0.9906068478519237,
          -1.8952416372159473,
          -1.8206742436075356,
          -0.6397314703533176,
          -1.4101589009882978,
          1.9901824695038883,
          0.9597394620588204,
          -3.0849842547620314,
          -1.6103667425734862,
          -0.6536246235711515,
          -2.6107694009304305,
          -1.5167675068630282,
          -1.2964020456786853,
          -1.4606707490091801,
          -0.8368353415983363,
          -1.0682878661041977,
          -1.9167566104150233,
          -1.9323326326545431,
          -0.606627945368707,
          -1.368490834044695,
          -0.07665791042250314,
          -0.8164294300492169,
          -1.3388720093053583,
          -2.2446392135928583,
          -0.7736853012665453,
          -1.6314488701942251,
          -1.1378070063042693,
          0.1424695875594436,
          -1.3844570170545965,
          -1.6862593728070612,
          -1.6883014773144347,
          -0.2644225796155341,
          -0.13468574691027557,
          -2.5592437213788006,
          0.17630265333547662,
          -1.5616110706286888,
          -0.5199233898325686,
          -2.5622055793588228,
          2.1408901016158035,
          -0.14866875245153297,
          -2.6396051422195246,
          0.40911362146590047,
          -1.1177196131132898,
          0.33787193883824096,
          -0.3696576783762349,
          -0.254957006314152,
          -0.11731989666082446,
          -0.425030712034565,
          1.8195065335721896,
          -2.099484770512953,
          -2.3579076776316708,
          -2.144036151879665,
          -0.8708171200929412,
          -2.16366301124852,
          -0.6840539961663811,
          -0.9950059925639818,
          -0.01717028942655602,
          -1.458263356999515,
          -1.9348980029464429,
          -2.070042296683127,
          -0.7422567249147014,
          0.7240827232822103,
          -0.6463436108965585,
          0.4071150109415568,
          0.06526684721340191,
          0.015396143874078042,
          -1.5208829488288504,
          -1.767965257971352,
          -0.5113021412851527,
          -0.439042117357473,
          -1.9614647752704426,
          -0.23019382938412553,
          0.6410410731563294,
          -1.6309249788090618,
          -0.45018216968548264,
          0.8310377142242594,
          0.03947801686567288,
          -0.5939899532908958,
          -2.2678257143508755,
          -0.7884418592271959,
          0.31158060364741486,
          1.0188658925383165,
          -1.609846997406436,
          -0.10901441543520678,
          0.4064643475793667,
          -1.7061540969666473,
          -1.7870364134777488,
          -0.4057093171109903,
          -1.1134623130690589,
          -0.7833371015200976,
          -1.329626538583491,
          -0.534929326250325,
          -2.0120418603604486,
          0.050332049236468404,
          -0.78651880973428,
          -1.8072622983515283,
          0.4959244829309628,
          -0.9815763816180803,
          -2.139631171092255,
          -2.0140382667210326,
          -1.2835136384416947,
          -0.7105891814336094,
          0.004570798094427956,
          -0.9839532817822643,
          -1.6155003245961421,
          -1.3645259992192638,
          -2.083960325632905,
          -1.352285386917785,
          -0.25928748249995687,
          -1.8497951305231475,
          -0.27931433678496476,
          -0.2483863934296996,
          -0.00230066965409903,
          -1.9279184243067555,
          -0.025962327190704022,
          -1.313193554116951,
          -0.1025399447842689,
          -1.801007512968153,
          -1.0925499271330745,
          1.0777068913358445,
          -2.4167512224248897,
          -2.2380482976785983,
          -0.10263885951264506,
          -0.46817074820084725,
          0.25101977749637505,
          0.2677698603455344,
          0.4017260018700287,
          -2.023115406675524,
          -0.7577535105484657,
          -2.495579029843605,
          -1.4167578296371641,
          -1.2926452845748917,
          -0.2581504581195594,
          0.34134969893391104,
          0.3072660194778261,
          -2.3337804339382107,
          -0.691080777146132,
          -0.9387284426513184,
          -0.9201057911587636,
          -0.8876194458147135,
          -0.9801682569580753,
          -2.2203807967040112,
          -0.14371024072722727,
          0.6068975829695947,
          -1.9131901163228313,
          -1.227337447052686,
          -0.6502292688657038,
          -0.3526761258553513,
          0.26525348572672747,
          -1.8785411674139112,
          -0.03461516945702482,
          -0.5375413007399598,
          -0.8838938949214586,
          0.23783152678991717,
          -1.3877253647894197,
          -0.46145114831933887,
          -1.876018386410776,
          -0.45858732711535194,
          -1.5360689974881458,
          0.251003898876767,
          -2.4305592687543935,
          -1.955264538539536,
          -1.5430250771322123,
          -0.7907651368562914,
          -1.7119276263431575,
          -1.5531733954971734,
          0.4762993744350626,
          -1.9886780545733012,
          -0.6404457549435666,
          -0.32825091022919917,
          -1.0283941754379895,
          1.4024438883222508,
          -1.6335220956199503,
          -2.7993623656885016,
          -0.9311222098335826,
          -0.026483819899336368,
          -2.1623478286145486,
          -1.2699795240194889,
          -0.5547670143915896,
          -0.061715181184480765,
          1.685672578894363,
          -0.7025175516590579,
          -0.6848944351037533,
          -1.2726664981065674,
          -1.0092756410344446,
          -1.1255438073688193,
          0.11483226221056361,
          0.3846466163693985,
          -1.1487620925257462,
          -0.580431625194726,
          0.3902299462303583,
          -0.988530437351951,
          -0.797830688335893,
          -2.651768665961563,
          -0.7913777346499239,
          0.11112100671370163,
          -2.033616467898846,
          -1.836258542162639,
          -2.3846665293432516,
          0.37331493952829514,
          -0.15847687479787048,
          -0.6671324439023031,
          -2.0677218303842073,
          -0.42623854843300485,
          -2.4637594191869048,
          -0.4397257598898204,
          -1.773974601097935,
          1.346073345432018,
          -1.9784829044870225,
          -0.37450418832897286,
          -1.7679633707081326,
          -0.7029470143696345,
          -2.105609610757891,
          1.2305200238964389,
          -0.2679461541498696,
          -0.3317273171660337,
          1.038245969571982,
          -1.569683515657498,
          1.6897668878972611,
          -1.0643635194062906,
          -2.188695794142873,
          -0.29098656506341053,
          -2.322615598511402,
          0.3039932915132912,
          -0.49977624570172613,
          -0.40724852658035565,
          1.034093624859871,
          -1.7509456943006958,
          -2.109738132424398,
          1.9657263327449739,
          -0.3678776859266551,
          -0.29967124984069243,
          -0.05071962437999793,
          -1.9301779611938241,
          -0.15381093534934007,
          -0.22985712229214258,
          -0.30247123965383527,
          1.7504962222858764,
          -2.071883371247837,
          -2.695158958760437,
          -2.151596101015198,
          0.061260653517315515,
          -0.4805643243372776,
          0.08842587568861199,
          -1.3760181544259098,
          0.17760257679692432,
          0.7186069865589094,
          1.3644483244229988,
          -1.08087846247409,
          -1.9423590306325385,
          0.3059537559519019,
          0.7080907545649859,
          -2.4987915096692475,
          0.09598689187637635,
          1.6091414819659504,
          -1.573411029068238,
          -2.354333695196007,
          -0.6228458728451662,
          -2.2241509548132523,
          -0.3323769201385158,
          -1.2903140542315028,
          -1.6319412078859699,
          0.7714151436644323,
          -2.425476294057207,
          -1.3643335610811373,
          -0.029470751739770554,
          0.5191479424999365,
          0.699065362728678,
          -0.2716203370896706,
          -0.762469884704427,
          -1.2274749981502888,
          -2.6723481018034145,
          -1.1763133734577595,
          -0.026746254807824433,
          -0.5062129429143845,
          -0.6114252992695275,
          -2.202788525840492,
          -2.2236891810724777,
          -2.102933923980355,
          -0.13314598408098458,
          -2.262354072236436,
          0.22943787189280926,
          -8.313557821790252e-05,
          1.3624958329101333,
          -1.3729105077322636,
          1.606954273974466,
          -0.5597240534095409,
          -0.9987685596546874,
          -1.2330630994780682,
          -0.6954208333969416,
          0.9861926790015615,
          -1.5592712659464723,
          0.4982075269428931,
          -1.7650411526912215,
          -0.6382614931423081,
          0.1495264192982483,
          -0.0862118539758619,
          -0.354383832242267,
          -0.36471057703924753,
          -0.7079935494437736,
          0.49056120090780914,
          -2.0959098189084524,
          -1.2183556737047156,
          -1.232678479561621,
          -1.7785922670504863,
          1.7681226587566412,
          -0.5131905539537002,
          1.0602894836390169,
          -0.898568198260988,
          -1.394965730423332,
          0.215540661670549,
          0.07093679037181184,
          -1.4950237774228958,
          -0.14006563401330774,
          -1.9214942909637729,
          -0.341185089417793,
          -0.3033261465885981,
          -0.6520717216933695,
          -2.715662312107807,
          -1.7475414805685854,
          -0.03200394581435902,
          -2.3282093766559977,
          -1.75550676108706,
          -0.4760940375759475,
          0.3460432667810675,
          -0.6820053360096653,
          -2.048169332256564,
          -0.9257223939477673,
          -2.0117533647144143,
          -0.8739795753846449,
          -2.263910915236678,
          -1.1383336253799325,
          -1.0421483003291798,
          -0.5129228752191705,
          -2.0675152205471106,
          -1.434300622517838,
          -1.459294389684422,
          -1.6661873695211784,
          -0.08870137050355716,
          -1.365829712056157,
          -0.5612983406799503,
          -0.9873791663182654,
          -0.9486099278500366,
          -1.4638562324242341,
          -1.4413407063464654,
          -1.6063562309786532,
          -0.13537622975917074,
          -1.67524080028978,
          -0.40321309931046057,
          -0.971980108453867,
          -2.1209480549339887,
          1.3148170182426782,
          0.08499538471217215,
          -0.5407669183995635,
          -0.48176998719491426,
          -0.6399371555844677,
          -1.0528003288786343,
          -0.9187408887283856,
          0.16407274850069886,
          -0.3191758521078286,
          -1.1455929241119793,
          -0.3032075049736791,
          -1.084615973980862,
          -0.17505751107457987,
          -1.303386806870601,
          2.179023264610665,
          -0.33192791736856747,
          0.13666779638994475,
          -1.2673368484273657,
          -0.8982515912493505,
          -1.3953362779639535,
          -1.4864770801856926,
          -0.7181211903302567,
          -0.32727576771769756,
          -1.698287880899941,
          -0.6362506360517554,
          0.13946030978081403,
          0.06874052684015672,
          -2.0960372391333384,
          -0.087766204134723,
          2.6607225750983945,
          -0.6223655289341455,
          -0.5399441507116468,
          -1.9909101815174435,
          -1.2425620667608164,
          -1.370321661062687,
          1.2777568417147902,
          -1.0635796708532976,
          0.8758213455204752,
          -0.6334562937831908,
          -1.921831291366029,
          -0.6334217145306432,
          -0.7583517567641376,
          -2.0355467693811526,
          -0.2502917049495654,
          -0.8883866812595679,
          0.45599776724676166,
          -2.133945606468148,
          -1.0152469459408875,
          -0.3881065968653053,
          -1.7126701837169034,
          -0.8898256765196031,
          -1.0937475193511177,
          -1.7409218975213048,
          0.9977328995987585,
          -1.9204012799498058,
          1.5832250677526547,
          0.001785584646579198,
          -1.7447782551398534,
          -0.9358682441292916,
          -0.7499985362562123,
          -0.41816765347983287,
          -0.9555700712404516,
          0.3268011857044418,
          -0.40397106914866104,
          -0.3775636953418873,
          -0.19067737309776056,
          -2.2493374009801133,
          -0.597245271902104,
          -0.9803867060062025,
          -1.2252524779479066,
          0.8814038811984951,
          -2.149165822204636,
          -1.7491041603915216,
          -1.8799915545653634,
          0.151989352314943,
          -0.03718449812750637,
          -0.5720599038983653,
          0.7356143093074329,
          -2.0894570051911447,
          -1.2235373748269252,
          0.3358427787967518,
          -0.27250816736150946,
          1.4036589680732132,
          0.42279349021060086,
          0.6187107540532619,
          0.7496012422721768,
          -1.1504042464898172,
          -1.3513865162167915,
          -1.3310550249876905,
          -0.9309115055038366,
          -1.58560091320108,
          -0.1318792710761611,
          -0.5812252647858759,
          -0.38701386914210284,
          0.6360755294936259,
          -1.915518834468448,
          -0.014395700477812384,
          -1.6693799721856557,
          -1.9246751712863626,
          0.1853459763237971,
          -1.4939287736518219,
          0.13234569286163092,
          2.643303153387253,
          -0.1202064624413353,
          1.381285275200291,
          -1.5609423909396252,
          -0.9974592715710104,
          -0.692742656294677,
          1.2339845283966075,
          -0.283412888816548,
          -0.691552696792579,
          -0.39996772123864316,
          0.4022735954786386,
          -1.5394521891302109,
          -1.6501433274247095,
          -1.742055944371508,
          0.4153170592406414,
          1.7226283912525107,
          -0.8697958709710747,
          -0.25670633251243025,
          -1.1143508140843796,
          -0.36373828562576277,
          0.308761238031289,
          -0.23438109885747913,
          1.0026253950720012,
          -0.4918193013435826,
          -1.2372801587981297,
          -0.30306852595982897,
          -0.33085584049645445,
          0.5102428146696079,
          0.4803357114460013,
          0.9127832349356193,
          0.6693518326127814,
          1.1090718130500277,
          -1.6700706577300841,
          0.320421427008459,
          0.5443380236773676,
          -0.4656483169882503,
          -0.5312092991064311,
          -2.0243601903940425,
          2.8191992988451133,
          0.2621557734788637,
          -1.3516058478109791,
          -1.7909793642606147,
          -0.4450113337604541,
          0.6317577409834754,
          0.4249906417131813,
          -1.0545767695303976,
          -2.2894392066256235,
          -0.9165111419571312,
          1.6026696718982103,
          -0.38506440920428897,
          1.2708044600577306,
          -0.03139477888734617,
          -0.060531559687476255,
          -0.07232640228197462,
          -1.3125920822540589,
          -1.2382549400024563,
          -0.5126030967484303,
          1.0168251488064615,
          -1.7481689925262718,
          -1.5863235093448587,
          -1.4156610241525782,
          -0.014848094107701377,
          -0.18442598798909057,
          2.762768959127845,
          -1.8081904967537836,
          -1.9290035538082861,
          0.199869796086481,
          -0.3728618158899132,
          -0.6959063127890369,
          0.2836345232022451,
          -1.9152424056573225,
          -0.005400696786497813,
          0.7713344569335292,
          -0.3331283213272652,
          -1.028353358509574,
          -0.973628141316255,
          0.011974999550979092,
          0.4189524724934024,
          2.102763399633348,
          0.20582237972268402,
          0.12352969695190147,
          0.09041765585130418,
          -1.5097784980467468,
          -2.2539415042701374,
          0.8098496051339121,
          -2.3626122172932393,
          -0.982352531014396,
          -1.4980158603875964,
          -1.37597242791698,
          -1.7803780031420515,
          -0.40165129664499793,
          -0.6163221425269108,
          -2.1711927372493203,
          -2.2769040414184816,
          -1.332718169293496,
          -1.2469187290207622,
          -0.06074614849047842,
          -0.5050018170860244,
          -1.2759028474233836,
          -1.4725560266331532,
          -0.603458089146946,
          -1.0648764874204784,
          -0.3771900068560567,
          -0.1630819542387751,
          -0.004418731315279096,
          -2.0886498875972364,
          -1.3549521802052376,
          -0.9013662954105229,
          -0.9919225979525714,
          -0.09605387564791266,
          0.10421506400012856,
          2.0717147224268113,
          -1.014925290478096,
          -1.1590932254523103,
          -0.49053392046863964,
          0.18301620663673604,
          -0.9905401332718459,
          0.6125062153298709,
          -0.7373666097140498,
          -0.5882237978346061,
          -1.084654582225879,
          -0.7674414319283467,
          -0.5684035519850283,
          1.410064927116833,
          -0.1494410846181042,
          -0.8182952675585926,
          -0.9695051701100105,
          -0.839301386728119,
          0.46046619683312356,
          -1.321638722385648,
          -1.7684396712647277,
          -0.7343025568496696,
          -0.11902899190630402,
          -0.2011612740871044,
          -1.5875152439676072,
          -0.44788960803256095,
          -0.477014160195397,
          -1.9654299936024293,
          0.979148929895625,
          -1.3665583640144332,
          -1.0532661583802458,
          -1.3090325887259269,
          -1.7638087922074228,
          -1.6074915342953655,
          -0.774507854075735,
          -0.6011562489744695,
          0.5864445804620487,
          -0.2609522642252289,
          -0.1292168784480639,
          0.6510282775038941,
          0.19633436750273714,
          -0.6442445521185551,
          0.07028804337376489,
          0.16124394876150258,
          -1.3765131778652644,
          -1.9523279726240879,
          -2.0844141358575863,
          -0.249774185329686,
          -1.2590986472391497,
          -0.27040246283597125,
          0.8286290741534957,
          -1.5816022127022717,
          -1.799423905503745,
          -0.9900790953250105,
          -1.0407520550939833,
          -0.03965074573209627,
          0.02977559737375861,
          -1.2508640626998193,
          0.1901827080202075,
          0.7556595860573228,
          -0.5545150000510711,
          0.1680080175484913,
          0.26824598654087645,
          -0.42071362491103165,
          -1.089944923349482,
          -0.1171110402275482,
          -2.0803480777262813,
          -1.9601817662319603,
          -1.2956151959686357,
          -0.2677752761250362,
          -1.5770087578495395,
          -1.70430424673506,
          -0.4521573055289466,
          0.6917193513830464,
          -2.0635073010432308,
          -1.0221939472277655,
          -0.4437031768691469,
          -1.305340817624664,
          0.5899357127308427,
          0.27595260906809244,
          -1.6610096185184564,
          -0.8111774723997048,
          0.2340118766088086,
          -1.6540159379532062,
          0.05083252917980985,
          -1.9634152959537827,
          0.43362372712715325,
          -0.28703717124995126,
          -1.1538756241186756,
          -0.5982744582664887,
          -0.057827151975612626,
          -1.0384049461185778,
          1.0763908665811928,
          -0.7224286729447839,
          0.22866521792551614,
          -0.32716698582768294,
          -0.9501873895115988,
          -0.5774405794657613,
          2.215688166115051,
          -0.49600133318599776,
          -0.22213472365030149,
          -0.031519058798255895,
          -0.29115936686366173,
          0.4765205241847502,
          -0.49528739725833754,
          0.572630027060513,
          -0.013840965082112695,
          0.3987411351993718,
          -0.6015617583748343,
          -1.5842383909961555,
          -0.6122543102836138,
          1.5629079679168714,
          -0.6577331236076268,
          -1.0696727840556544,
          -1.5445239384588163,
          -0.6547268358992181,
          -0.3553607525262168,
          0.20443849955250867,
          0.32576483160600594,
          -0.720036762561914,
          -2.408007995979414,
          -1.3299888045814927,
          -0.20968329768114025,
          -0.5940932412997686,
          -1.131813762267569,
          0.7252013116764929,
          -1.3546861618352866,
          0.10510072373782972,
          0.5464837677180392,
          0.0019813146161327,
          -0.7976089572723027,
          -0.3074982857982219,
          -1.932396214210434,
          0.24391633087197673,
          -1.6222402254177324,
          -1.0755471625817061,
          -1.2626886165990334,
          -0.6256549962807333,
          -0.2802149374585962,
          0.8773484249912713,
          -0.8064487237669525,
          0.17429122334743324,
          -0.5463775869336802,
          -0.34248445984666365,
          -0.9404754417677145,
          -0.4256934955778637,
          0.4372852088157779,
          0.7506677160010172,
          0.8518551514469379,
          -0.15629383417938034,
          0.9501525508293653,
          -1.1379226453763902,
          -0.3141379127684238,
          -2.330712833862169,
          0.9010355334830582,
          0.5241464268280145,
          -1.6605473275037272,
          -0.41462648014044867,
          -0.5087001833123581,
          -1.0503103980888513,
          0.33018307506449635,
          1.6217798277108189,
          -1.2634382968368019,
          0.28229884358460766,
          -0.14537328430453184,
          -0.7648502331996039,
          0.5686864600393359,
          -0.08272048195866599,
          0.7641428045666501,
          0.20776712596327832,
          -0.3058478102393302,
          -0.4619801817376468,
          1.581856416432121,
          0.05086960384464051,
          0.8516313264771248,
          -1.7712478914867833,
          -0.15628939924498303,
          0.33875902852013007,
          -0.7177898979613797,
          0.9784327338112614,
          -1.7926618208582044,
          -1.1422963974369766,
          -1.3253009872528052,
          -0.10840854250159546,
          0.6512319630288476,
          1.043155882391158,
          -1.388537007379707,
          -1.287668619127603,
          -0.5830793494508907,
          -0.08567541442838428,
          -1.6313975929298818,
          -1.0765670282512505,
          -0.3456764766875649,
          -0.7259258437500473,
          -0.7777445285197985,
          0.14412523603783872,
          -1.15527520200964,
          -0.8664378373571836,
          -0.7957929269625192,
          0.5269655278699826,
          -1.062356806586182,
          0.10201407937223847,
          -1.311153029222715,
          -0.5878832807700423,
          -0.372500036935386,
          -2.0892630905027683,
          -0.6429790731306098,
          -1.4031846593165418,
          -1.1759939742653136,
          -0.3456367391491851,
          1.0123687585026926,
          0.6007704197231029,
          0.42983698079870575,
          0.15465382657042187,
          0.7459899616474669,
          -0.8111446203515081,
          -0.7713617042116321,
          0.7929230536529027,
          -0.692024387989546,
          -0.1944250107757492,
          -1.6944656593514673,
          1.644643711963908,
          -0.1673810132688435,
          -0.6106845380674574,
          0.2952983932211834,
          -0.5753852136947392,
          -1.471918883629833,
          0.5761056494839831,
          0.399558327806816,
          -0.952103887401151,
          -1.219632492185115,
          0.9940763823915258,
          0.48853289738326033,
          -1.4014511737741078,
          -1.4198104223749728,
          1.8357558597316415,
          0.21040500034240453,
          -0.38234622920921196,
          -1.9743395254831733,
          -2.2919940444848246,
          -0.06031886478141532,
          -1.2890583293868112,
          -0.46437547549239405,
          -0.9872119257434487,
          2.867673839196429,
          -0.08200251380164383,
          0.04510261006969988,
          1.7106198832745498,
          0.9283468213299845,
          -0.47813173085138516,
          1.001117923773519,
          -2.293086121468079,
          1.8156777888039106,
          0.7733391022088382,
          -0.873785493339858,
          -0.44055153730525637,
          -2.5938888921257677,
          -1.2727221097690349,
          -0.7070011909840206,
          -0.7212624039912402,
          -0.2412447497804485,
          0.3353627245886409,
          -0.6791963011300332,
          -1.4432670778608645,
          -0.2588769515371951,
          -0.2782707306809144,
          0.9019297542076669,
          0.9792442633701706,
          -0.4887053182342832,
          -1.3459027420088716,
          -1.7254545264046355,
          -0.6055510059488409,
          0.5225640075718365,
          -1.7348534579976818,
          0.740218543865246,
          1.1508744300247749,
          0.8260530262433344,
          -0.09468225612826173,
          -1.5031301947668148,
          0.07530770770335354,
          -0.4124414078966812,
          -1.4150317881464074,
          -0.44253209016102885,
          0.6741252264094534,
          -1.1078102293269187,
          -0.43664509310955735,
          -0.15551841913521774,
          -1.5483796660339384,
          -1.3733753096008194,
          -1.0400756780036757,
          0.7638171778097794,
          -0.2840822879797657,
          0.5395626898101905,
          0.08226465635114504,
          -0.668020388749593,
          -1.3894433658950531,
          0.03193044924474524,
          0.11681855672200984,
          -1.375244338920305,
          0.282366069526401,
          -0.3127400190743839,
          -1.496922253410544,
          -0.03876006857719226,
          -0.975071552643717,
          -0.2290825427551523,
          -1.2693864464684206,
          1.1584060195645332,
          -1.1597653241041284,
          -0.13318232485875173,
          -2.1447823350936037,
          0.25879522624778983,
          -0.4765253335579344,
          1.650760389100068,
          -1.1721503083701286,
          -1.6733710874906407,
          0.4986652407701513,
          -0.9313486962437514,
          1.9249375468812209,
          -1.0195134449836813,
          0.6714452505777326,
          -1.5770158148531888,
          -1.0689576443923205,
          -1.6227217568342094,
          -1.4188927642256812,
          -1.481745139537125,
          -2.903579628032578,
          0.2891098923355286,
          -0.4312828030559332,
          -0.386471412616664,
          -0.37349850072501395,
          -1.4066160506271401,
          -1.8637640507059277,
          -0.90569589217899,
          1.7655295642447342,
          -0.9945112679126628,
          0.7917349120722221,
          -1.3360209519412671,
          -0.3197092817890274,
          -0.32218021683659714,
          -1.3062264157850707,
          -0.08701516670303228,
          -0.5331459618352775,
          -0.8110595577374977,
          -1.4385143594993504,
          0.03458280582197102,
          0.14058733902696613,
          -1.4609285922696318,
          -1.4828559033086723,
          -1.5243066571198187,
          -2.063323568672109,
          1.5607115291091291,
          -1.3081038028767242,
          -1.1542670092459786,
          0.8639215551795159,
          0.05522593944306934,
          1.6670953574924097,
          2.07160274703143,
          -1.2112501903179278,
          -1.800099835044334,
          -1.295385668764194,
          -1.5356853628863905,
          -1.8327122443888773,
          -0.5321190032389292,
          1.5245458212264298,
          -0.41761094238812074,
          1.6900664770009706,
          0.1169887893209982,
          0.05887122727732894,
          -0.9839227661616229,
          -1.2540632695492513,
          3.506848364844597,
          -0.4799508127234396,
          0.8024741695972177,
          -1.0439869044800174,
          -1.193187394450692,
          -1.1843992881264083,
          -2.2713798769510474,
          0.004544641629058614,
          0.10285901196745874,
          -1.8979551147482536,
          0.8615487815285854,
          -0.11206737785623982,
          -0.4361908643996652,
          0.3296723782688993,
          0.017944289936824807,
          -1.0407112741934115,
          -0.24334117798808347,
          -0.47346869631964905,
          -0.8736290736372756,
          -1.1209175330358085,
          0.7767290638422778,
          -1.4141534335048132,
          0.11552667383955187,
          -1.2812948338425665,
          0.07244673745195536,
          -0.47875249502414585,
          0.611819140559208,
          -2.0591206613947404,
          -2.550234119877751,
          -1.8871394541187823,
          -0.6218811986531646,
          -1.9756561764099756,
          -0.7702355897197418,
          -1.6332876247402837,
          -0.25984947063287095,
          -2.0101035109524608,
          -1.987131087923716,
          0.5884673303600373,
          -1.1439295636177331,
          0.4621566487893106,
          -0.4599147318202027,
          -2.534739590293256,
          -0.3955608224177943,
          -3.0099947817491373,
          -1.329111657683568,
          -1.9618788300401613,
          0.6383456180723642,
          -2.849264524211204,
          -1.2991397973155048,
          -2.131840265359202,
          -1.708142772473001,
          -1.7135541831924874,
          0.11898587088957566,
          -2.379689332999883,
          -2.0677894863547905,
          -0.16468926561480207,
          -0.216808187785005,
          0.03508286219008116,
          -0.13885413676691047,
          -1.9113974560960112,
          -1.4954025640510291,
          -0.9841895036819386,
          0.3309170682354175,
          -0.47628072666562427,
          -1.424786689723417,
          0.9296999206750793,
          -0.37857006480774996,
          -0.5375116688079791,
          -2.3726569941814533,
          -0.8786418837960995,
          -2.389320675684038,
          -2.187365428233415,
          -0.40044421393357654,
          -0.9324779808557939,
          -2.722862942901236,
          -1.1494273314496792,
          -1.675585083849943,
          -1.3293462314864744,
          -0.04162791541124331,
          -0.3657662948200038,
          -2.2894837557291376,
          0.10906325812669394,
          -1.333881677407906,
          0.26008582217494625,
          -1.9282929043832122,
          0.16620461050925436,
          -2.1205081027178085,
          -0.48508308282502266,
          -1.8832249664741543,
          0.9181394273873164,
          -1.5887210318848697,
          0.62509145072585,
          -1.6977256062413295,
          0.28154776228747763,
          -0.8313113112470071,
          -0.5127687754228542,
          -2.329692904448314,
          -1.8842564519874996,
          -1.5233425999903254,
          -1.5829857016558428,
          0.5936504343602037,
          -1.758062791119211,
          -0.29138599446443086,
          -0.0017639351249265347,
          -2.6218624414932794,
          0.8529204066218614,
          -0.34597344944434044,
          -0.280757527238383,
          -2.3691471523523195,
          -0.9972091859418891,
          -1.4445592471087054,
          -1.8214036677992436,
          -0.8531450403676859,
          0.7230506019237158,
          -2.410991411646774,
          -2.023640352428935,
          -0.6624643678154281,
          -0.9331861966569495,
          -1.7380317045145242,
          0.12972653148918142,
          -0.9898585719775764,
          -1.2009556890120048,
          -1.2467871363061351,
          -1.207540892992271,
          0.2808579712355529,
          -0.6030966196318984,
          -1.5857831619453873,
          -2.1102962880250575,
          0.39582405592230385,
          -2.2332179496844513,
          0.11580540540357775,
          -0.8199969820414136,
          0.27908266506106355,
          -3.121187882189126,
          -1.1837109413489568,
          -2.104503911429248,
          -1.6586633106171043,
          -1.3711203403709427,
          -1.9659342364707744,
          -1.730069302404985,
          -1.3202080017811724,
          -0.013348704817234335,
          -2.074763519405619,
          -1.9312922649786137,
          -1.1896249582032858,
          -2.4330899823116785,
          -0.7839505513257967,
          -1.1866564534056467,
          -1.9256651600462225,
          -1.747678571952325,
          -0.7061350563552119,
          -2.3257145059121953,
          -0.8438291501791231,
          -1.3115356393960658,
          -1.5549219534340375,
          -3.41840456425365,
          -1.8691403179157644,
          -1.9310836254518036,
          -0.42324197186185536,
          -2.9422633368357767,
          -2.0312890866269586,
          -0.2597251428380947,
          -1.0350933434703784,
          -1.9338810720101627,
          -1.7230100518676155,
          -0.19194830412600652,
          -0.9857536495841256,
          0.3841863042547448,
          -1.1127477503745595,
          0.0655830267494336,
          1.0415167120962896,
          -0.018930417078604996,
          -2.249753841467204,
          -0.985755630316011,
          -1.1206809569445093,
          -0.900193370138767,
          -0.4750152319340178,
          -0.3543848501928569,
          -1.3560902351709383,
          -2.283271021892803,
          -1.7400701141902633,
          -1.6641214835914642,
          -0.06954816051702901,
          -0.6184226007040484,
          -0.43690829422502137,
          -2.389016054008367,
          -2.0578677630934776,
          0.05499109334156176,
          -0.6759232924310885,
          -1.8499991715031967,
          -1.1264266192248062,
          -0.4373323917884407,
          -1.591734392778239,
          -1.823124389562591,
          -1.7172033617500713,
          0.8013489997805726,
          -1.8984425237894589,
          -0.7988319360022719,
          -0.8288265037413092,
          -1.6537422716155477,
          -0.03160244543143996,
          -2.1572280620146125,
          -0.9021885014069226,
          -1.0332873819804889,
          -1.32753494722333,
          -1.4311221428371896,
          -0.7652055565748732,
          -2.0530000005205973,
          0.6675847384293438,
          -1.7896897566876264,
          -0.9822289959326465,
          -2.5299450487951973,
          -0.6718166390284109,
          -2.138475431717212,
          -2.2653611130624904,
          -1.8183663657429914,
          -0.8032843277129788,
          -0.3864674219979232,
          -1.9312415751939924,
          -1.4953067377835272,
          -2.6773488408854735,
          -0.5051370888338163,
          -0.527586566957187,
          0.8871684801901003,
          -1.2564939152664385,
          -0.561075180243361,
          0.3127056341082684,
          -0.3189003567209631,
          -0.22364171899727714,
          -0.8656529373772576,
          -2.737425201412026,
          0.3618060479493441,
          -0.42019408793877816,
          0.07652618903770007,
          0.20837803127281443,
          -1.0154083145435648,
          2.070932040040187,
          -0.7445742350403242,
          -2.0606555657678034,
          -0.8301163162262538,
          -1.0293295882452353,
          -2.186311434308384,
          0.30353508195343615,
          -2.5746293160857183,
          -0.06017105528092698,
          -2.428229454389534,
          -0.9878759735840866,
          -0.04998269537860456,
          -1.8161259990767553,
          -0.61231567919074,
          -0.5025955500706754,
          -1.772222861077723,
          -0.49921040438730924,
          0.3612521046052354,
          -2.26022895203499,
          -1.1778038412420782,
          -0.42224699831398554,
          -0.7142035960285897,
          -1.4409721408331886,
          -0.6105300853569934,
          -2.209699287443222,
          -1.829174251176844,
          -0.5093536270173783,
          -0.36221089772693743,
          -0.7006279634677601,
          0.5279127089723314,
          0.5995092783246748,
          -1.5640484363854306,
          -1.711759106473565,
          -1.0531981911230253,
          -2.3127550012833247,
          -1.065353855484323,
          -0.7727727643329184,
          0.33588914977658524,
          -2.1079396041616887,
          -2.1545260516884697,
          1.7389347058929288,
          -0.9383017534974939,
          -1.1248664048246697,
          0.2023533078059925,
          -1.1336958237476629,
          -2.3479476295366433,
          0.17032689827517952,
          0.5494848357391038,
          -0.25807137986004264,
          -0.19567341906635732,
          -0.46175899616703986,
          1.1738343012326342,
          -1.7965141616403388,
          -0.0028912633928368974,
          -2.0434759333197143,
          -0.7082678420362325,
          -1.8843717817239687,
          0.4175864691801815,
          -0.28795615015460946,
          -1.5412114847323608,
          -1.7205651658933943,
          -0.6853796859041389,
          -0.7365573812399913,
          -0.07773177187814498,
          -1.4564924076991597,
          -1.986960668737032,
          -0.27353683955742436,
          -0.9133630009472347,
          -2.420985025338721,
          -2.25955748801194,
          -0.1362638888226477,
          -2.4045816040078303,
          -1.5389250109532653,
          -1.0416628747653467,
          -0.6440524642745994,
          -0.686124614084919,
          -0.6459978094415658,
          -0.7988660809292675,
          0.33111989404458936,
          -0.1024559934332596,
          -1.1132386322863055,
          -1.942193280610211,
          -2.0053525440365645,
          -2.5763831767704257,
          -1.0115134103060988,
          0.7071877272705572,
          -0.7657252092836606,
          1.6292257479402648,
          -0.6150401893899209,
          -0.9019194535869285,
          -2.4965327811752274,
          -2.3238673791563205,
          -1.8187213887017764,
          -0.41618080220294523,
          -0.5772622629091593,
          1.1599367127486517,
          -1.2652736856398479,
          -0.8912903742521114,
          -2.2968646656026754,
          -2.441371717630938,
          -2.020313621082792,
          0.08563015859214498,
          -0.6243660767239556,
          -2.8331423660112223,
          1.1304786719433713,
          0.485368644861601,
          -2.5319892752773043,
          -0.5088744921394873,
          -1.3649871933579443,
          -0.4377842556922194,
          0.3002455001176596,
          -0.828318460163689,
          -2.2158535428933077,
          0.6639135572394539,
          -0.7278928569330507,
          -1.5360495506767429,
          -0.577016007934047,
          -0.3574433213918069,
          -2.066402465281383,
          -0.16362188968991398,
          -0.46660524321363656,
          -1.3106352892423117,
          -0.5345738395362497,
          -0.5684459681419105,
          -0.508673162350355,
          -1.7395521167182662,
          -0.4284596230685224,
          -0.875975537950114,
          -0.26417045329684097,
          -1.052723314724332,
          -1.122281818251186,
          -2.00865182560631,
          -2.7050511536194075,
          -2.2412944213581136,
          -2.257903991951047,
          -0.08779152996731113,
          0.3553261988306434,
          -1.0614939956244074,
          -2.2677253220093925,
          -0.09385662564704172,
          -1.219062324631604,
          -2.0374288073138995,
          -0.41797726512865624,
          -1.3860365200889044,
          -2.2313997626713884,
          -2.5558349168864636,
          0.45329945513484604,
          -0.44531456888068344,
          -1.8771809434466795,
          -0.11292639945999325,
          0.17464513806724152,
          0.10138958813662281,
          -2.46257547170324,
          0.12969350109161223,
          -0.4557326127551481,
          -1.7352160966648686,
          -2.5307102231888994,
          -1.3790120126770917,
          -0.2892854064253429,
          1.0823239807273473,
          -0.19821663777552057,
          -0.8356743779960731,
          -0.9335405137175198,
          -1.6930284430380387,
          -1.9024938309930535,
          -1.9821991838865356,
          -1.403235000872798,
          -2.1122265082717817,
          -3.165015283891735,
          -0.49702175395514125,
          -1.4779788197150385,
          -0.803310037190976,
          -1.198194614302182,
          -0.918879402204793,
          -1.565403994755794,
          -2.008765327723902,
          -1.8699081828187496,
          1.1029562492687037,
          -0.4579303882663362,
          -0.9021266057138458,
          -0.9108993638755465,
          -1.3159361145310526,
          -1.2779477047638368,
          -2.1490265170833642,
          -2.0230112548218933,
          0.3070725562600476,
          -0.24495816139907936,
          -0.4174630824653502,
          -2.1233531231331697,
          -1.3157166435599705,
          0.8180849093035015,
          0.7516618366410593,
          -1.8235518318216435,
          -1.76877423947797,
          -1.722781727942801,
          -0.9465148997021566,
          0.3435285920437819,
          -0.03940110831914354,
          0.5947893048964962,
          -0.2582904230555781,
          -0.600842250344404,
          -0.2777065635308433,
          -0.2644920740361354,
          0.8337682414177846,
          0.47569697525490817,
          0.6904476933473301,
          -1.1996644046145177,
          -0.7202288358358279,
          0.572885912027675,
          0.2624034111690001,
          0.3830002765229253,
          -2.198192332269861,
          0.004229840534738054,
          0.3742291670098593,
          -0.9580099241514559,
          -0.7345623809832337,
          -2.3690606115867485,
          1.0749994124157074,
          -1.7293118111786452,
          0.8262062831209431,
          -2.105670504536834,
          -2.2729460064534694,
          0.6475485796905925,
          0.17626104431340595,
          -0.9895799019132667,
          -2.739015226586324,
          -0.9465381096854545,
          -0.942977638685283,
          0.1201893086710791,
          -0.7009620039317058,
          -1.2021982752909042,
          1.2613888605299077,
          1.492302748345241,
          -1.588484616347839,
          -2.170600727772639,
          0.16997820164801172,
          -1.8524053357850547,
          -1.0835142666670834,
          -0.20239941787095694,
          0.6168152444069078,
          -0.14919174060321302,
          -1.7100305058529215,
          -0.5280204534993292,
          -3.0972795765938295,
          -1.2357866612711679,
          -0.8186005054982385,
          0.6649200674627413,
          -2.3180886855359506,
          -0.41202513796730506,
          -2.004738503792287,
          -1.520883987039136,
          -1.1881059811281214,
          -1.390370737790951,
          1.032452551022584,
          0.3461504415805633,
          0.12712725189831242,
          -1.6258186156282113,
          1.868266135263169,
          -0.8291665733993494,
          -2.028540003662314,
          -0.3086513592186306,
          -1.1264242739396755,
          1.208467221075114,
          -2.031627130246587,
          -0.7040506517871379,
          -3.1786515698536952,
          -1.6324424196382243,
          -1.2405834737849302,
          -0.14005734456686345,
          -0.5687680909038636,
          0.5797630058093786,
          -1.4073690689291127,
          -0.5256546497419774,
          1.2978421331664047,
          -0.1075245861377626,
          -0.6281789857827923,
          -1.0836924535565247,
          -0.12199966368441183,
          -1.2765626173439153,
          -0.28258720954580735,
          0.3213242975991875,
          -1.5526091753958042,
          -0.30576112441348813,
          -0.21199602461528294,
          0.8209824379071883,
          -1.6889188844578191,
          -1.9376243584374029,
          0.21515170292099664,
          -0.527200436837215,
          -0.6133471297006095,
          -1.7235057762991481,
          -0.15517538517368915,
          -1.7202995055348909,
          -1.3228116317728982,
          -1.6982925091247938,
          -0.7426499380187074,
          -0.6767930455402037,
          -2.3678045275596618,
          -0.8140454769333415,
          -1.0286759722840721,
          -1.8982865882054243,
          -2.456181958544213,
          1.4668399364518085,
          -0.63845180435519,
          -0.6321196850875612,
          -0.6634206637735395,
          0.24029889036419635,
          -1.4425135129729825,
          -2.191341640457277,
          -1.4555129765052761,
          -2.339067583990903,
          -1.5308029196038566,
          -1.1300471852249163,
          -0.4985123159154761,
          -1.4474794398946642,
          -0.23272933634291337,
          -1.6728633051241348,
          -1.2764307799715209,
          -0.42216855613874854,
          -1.1129997869786787,
          -0.040116065646342146,
          0.3027195141330922,
          -0.2680947420582161,
          -0.17500603569787937,
          -0.5842762248440326,
          -0.17119678209822917,
          -1.9638738504180948,
          -2.014185907752731,
          -0.7957735417904013,
          -0.2550705369562344,
          -0.8336756763458003,
          0.7052725571189006,
          -1.876828898758943,
          -0.6694757178705683,
          -1.8554151702089516,
          -1.1273002737973046,
          -1.9107750913630999,
          -0.9323400348262032,
          -0.9221465819456219,
          -0.24814608878955668,
          -1.331438640468504,
          -1.3030826712137271,
          -1.9796510898492128,
          -1.693279180836054,
          -2.2913557500123614,
          1.7692647147867995,
          -1.4796408921855575,
          -0.3296571255761743,
          -2.538235587131504,
          0.6905090341651464,
          0.035754723806652754,
          1.206396124044441,
          -1.2387515921311119,
          -0.34296991606621213,
          -1.7174388362297828,
          -1.7795772394936178,
          1.923943529618495,
          0.3158825044364573,
          -0.869254433940931,
          -1.1465410118907262,
          0.15541925070941653,
          0.6699584657150998,
          -1.7633092514898494,
          -2.0022542936666397,
          1.1355934234796004,
          -1.0115288483323457,
          0.3075736875360633,
          0.27587752135864546,
          0.26063328705777405,
          0.7005205156586936,
          -0.6923485840877937,
          -1.7875938160291054,
          -1.8650589691767134,
          -1.3426500491494238,
          -1.892636745007712,
          -0.2177548754257653,
          0.12014586097499155,
          -0.3582342532944457,
          -0.8587382264831145,
          -1.4211845454330476,
          2.0670469615940235,
          0.29479825602568893,
          -1.2353347830090329,
          -2.2063731164046843,
          0.8291989235107026,
          -1.251600382618805,
          -1.0470799105911526,
          0.030829629402400284,
          -1.0211158724173026,
          -1.458816064454851,
          1.9192267322224605,
          -1.3731597925826837,
          -1.7136590069545692,
          -0.18986912662600317,
          0.09786267717081629,
          -1.2751041673528873,
          -2.1090223110301256,
          -2.246484167591358,
          -1.110483456295275,
          -0.0809010817261484,
          -1.2002094812764241,
          -1.9790159597266503,
          1.1920780926837093,
          0.15259047620791008,
          -0.9330827468270159,
          0.3331338155812291,
          -0.5691123271912664,
          0.9313502237635883,
          -0.6974650530317472,
          -0.13175996788728114,
          2.4396511381721826,
          1.3225339463438621,
          -0.3814583412516251,
          -1.5099888860963515,
          1.6830424461079894,
          -1.0908233927105353,
          1.0685505347843938,
          -1.5759004290968055,
          -0.16680890720362357,
          0.624182214936146,
          -0.842334692074673,
          -0.7382213941198118,
          -0.009592967650195698,
          -1.3691481493827873,
          -1.2889221501505124,
          0.02614871764213554,
          -0.1891633132300415,
          -0.2642491987305632,
          0.26217472885948834,
          -1.0488076904798174,
          -1.0260094057169096,
          -0.5923788959352154,
          -1.0139792150395508,
          0.07678362343594564,
          -1.5239031978266386,
          -0.6531632778957458,
          -1.5141940198810044,
          -0.6534476035379471,
          0.1202941383304624,
          1.7907155598065865,
          -0.061109612214180535,
          0.25134468227337625,
          -2.100220535678935,
          0.9592562090319268,
          0.14644581490783104,
          -0.2402577005372845,
          0.01046746986597197,
          0.5759731635630185,
          -0.17138372407032454,
          2.3711858947774584,
          1.2443899575539588,
          2.846233487663839,
          -1.460862712934885,
          -1.072357480250291,
          -1.5438039669483403,
          -0.9291200317612733,
          0.32113309633307247,
          -1.2085174071569564,
          1.0380755615001012,
          0.4014222705356209,
          0.5001219718016038,
          -0.9201875913828476,
          -0.4762172541700937,
          -1.2318202221430707,
          -1.8025015542582021,
          0.46083087674695594,
          -0.24864443550936285,
          0.4002716827592314,
          -1.127695200868942,
          -1.2501080547603733,
          -1.7998683873984103,
          -1.6956578260034545,
          -0.8730628509634389,
          -1.2542813387579788,
          -1.702753105984481,
          -1.3808266621861427,
          -1.4745481997901095,
          0.7678284218387746,
          -0.7603030970087283,
          -0.21315616122188086,
          0.612257443519095,
          -0.4545991030069306,
          -1.6075979170367418,
          -0.6160844073297943,
          -1.6698337739909397,
          -1.603597434843151,
          -2.0463443432505444,
          -0.3976830105578104,
          1.2182140658509901,
          0.8242439454371365,
          -1.5674413238084377,
          -0.49441357039723327,
          -1.091095002003645,
          0.49475667088619907,
          0.4195763043947453,
          0.5386295449687167,
          0.004193545295514681,
          0.8740122178470247,
          -0.2886600967070404,
          -1.4537704254676336,
          -1.6417360502974847,
          0.9021158306158756,
          -1.8241098754517222,
          -0.8670944502215023,
          -0.6854756256371479,
          -1.5996753493842322,
          0.30675162820196267,
          -1.7460024578795932,
          -0.7063053041812777,
          -1.6565592454083993,
          -0.11960976121144136,
          -0.3637932797299541,
          -0.6638210726968671,
          0.11861438225838707,
          1.2908506121125862,
          0.9269519530532372,
          -1.180141880573674,
          -1.2765125478990789,
          0.640756892526234,
          -0.8642616274582526,
          -0.8041010288473149,
          -1.5671076408336355,
          0.05205037489681779,
          -0.5455826415635949,
          0.6575365480013726,
          1.2420985751315752,
          0.2513882200559783,
          -1.2393169881596107,
          0.8532287031635485,
          0.6034128501200734,
          0.15975416524461913,
          -0.7412173453297964,
          1.187969101500093,
          -0.3304626151170005,
          0.12539692515803283,
          -1.3706147483728377,
          -2.374542411823885,
          0.5845533414846792,
          -1.6297337163765977,
          -0.2278067159296235,
          0.712283481549229,
          -1.7436198283489401,
          0.42161645715793955,
          -2.4064210486725877,
          -1.000162589829663,
          -1.4293302463666646,
          0.6222732301022333,
          -1.325692302899602,
          -0.8899375576247944,
          -1.188938754913776,
          -1.8905207323680182,
          -1.1331301248605468,
          -0.5893930149882426,
          -1.1891176686922682,
          -0.6993457006594719,
          -1.290837755117778,
          0.8069711257264245,
          -0.6108478429574767,
          0.6849815633772741,
          -2.137555470574611,
          0.9141865657150589,
          -0.6814589379666646,
          -0.8246602930364121,
          0.05569843626430261,
          -0.8812385535308693,
          -1.0699853373816315,
          -1.913358629131905,
          -0.47230906490121183,
          -0.28967943233376564,
          -0.5250899181617134,
          -0.4279868220553335,
          -1.0424042667615845,
          0.09735081306156526,
          -0.04646309855190872,
          0.45316849313819885,
          0.160407215155314,
          -2.233077551730297,
          -0.11279696820852118,
          -0.1815742954089325,
          -0.4646800275066825,
          -1.387079858516804,
          -0.9634595431582421,
          0.45398250331490025,
          -0.644274666503176,
          -1.7170222602808043,
          -0.1625719527583568,
          0.6434837550562301,
          -1.1351739362078819,
          -1.737523587712575,
          -1.4528486555812505,
          0.015445165243076405,
          0.051226972479963016,
          -1.0379632383312682,
          -0.7311050813910362,
          -1.9983913453201294,
          1.1070191588707456,
          -1.5398373915903052,
          -2.2194980317645356,
          -1.088203847666675,
          -1.6596751184983725,
          -0.15040844786192464,
          -0.366373328090752,
          -0.49368076156195345,
          0.042604401633912506,
          -1.4638025581346803,
          -0.6006549167114766,
          -1.01975249547115,
          -0.1876133175697031,
          -1.7719477102306653,
          -0.42367135617761614,
          -0.21837552370565474,
          -0.3367490812088955,
          -1.0590682448556563,
          -1.7802612827839346,
          -1.3587126582314333,
          1.1008501622873414,
          0.43789452570118936,
          0.3954630132662953,
          1.887229846605742,
          0.8019248620559636,
          0.1832214697549455,
          -0.8781883686726338,
          -2.378867074689687,
          -1.3394755321967982,
          -1.7413024155344705,
          -0.09058041014023262,
          1.7541051962076106,
          0.19944260481257675,
          0.1756696172862192,
          0.916990097483042,
          -1.3450176546851154,
          -1.2760273893999081,
          -1.08389417012763,
          0.17681169697145058,
          -0.342716774145405,
          -0.7964851437533123,
          0.35289653272516436,
          0.008805518693646496,
          -0.7118159169520352,
          -2.4417074753654204,
          0.9297478058964386,
          1.4062112013164056,
          -0.9836006157854019,
          0.4711749842310254,
          -0.5922912574025564,
          -1.043519059996113,
          -0.7354093888621975,
          0.6109906322237848,
          0.8922916050577542,
          1.7043071587235903,
          0.20276980090444485,
          -0.8766484155558221,
          -1.3501003489127796,
          -1.105380354542455,
          -1.4001766074701298,
          0.5578049956824233,
          -1.1968321511502877,
          -0.5952650553481459,
          -1.6182275903761758,
          0.5641358404173106,
          -0.7255093244455038,
          0.5590152064875363,
          0.03230973760175049,
          -1.1262421420004114,
          1.581899626210017,
          -1.9816836664612087,
          -1.2255032117003335,
          -1.5956978352056552,
          -0.7643750118169349,
          -1.6874628037758768,
          -0.5756174911830784,
          -0.6558262966033499,
          -0.9316693561356211,
          -1.5974263025395667,
          0.12105969926026282,
          -0.6679067536094255,
          -1.6130811315846527,
          -2.1106843639391473,
          0.8993490660279794,
          -0.3521630981782932,
          2.027189295174213,
          -0.24272131053182752,
          -1.242143925345496,
          -1.6261472441451201,
          -1.51880166309812,
          -0.2231307014742271,
          -1.7610798190964667,
          -2.457496408371015,
          -1.1873072691366937,
          -1.0649448630857392,
          1.6681635966152843,
          0.35989786611827895,
          -0.6759429100988033,
          -0.4659628334070028,
          0.8203350366059168,
          -0.12554335123470717,
          -0.24191479033735308,
          0.6200063460670581,
          -0.9701703898663276,
          0.4819065076745151,
          0.6846766341786328,
          -0.7251080894389629,
          -2.195244029428759,
          -2.1067100147714384,
          -1.6180243313656255,
          0.7790677709919221,
          0.10507865231795688,
          -1.0334170732013988,
          -0.22211154626327964,
          0.15878379137896895,
          -1.3343579164869646,
          -0.6998603217609632,
          -0.4520897150260918,
          -0.2281525530596703,
          -0.570196111560196,
          -0.35643863784026253,
          0.52932852773963,
          0.14076031779130366,
          -0.4631436510915437,
          -0.5966466439076415,
          -1.3471340646929295,
          -1.601342547545879,
          -0.16371896608646075,
          0.5969448512391679,
          1.231102338152336,
          -1.5128070302741277,
          -0.29310927784464924,
          0.3506507482500853,
          0.028129336557931626,
          -0.46124583743354036,
          -1.7470859534764607,
          -1.6583755504439115,
          0.9502000572046679,
          0.2629163090845103,
          -0.5053112598184691,
          -1.9921985721470532,
          2.1284482637027597,
          -0.24413674234388308,
          -0.9702306859144544,
          -1.7745669195891407,
          0.22252226005475823,
          0.05561354891265657,
          -0.20601056198845213,
          -1.5920494820600666,
          -1.4854675214290696,
          -1.0585794354855775,
          0.1321360169594476,
          -1.8602341587701108,
          -1.751499094725674,
          -0.800219145316975,
          0.7397585025873175,
          -0.01222815693436721,
          -0.3578397944080421,
          -0.4290327578142929,
          -1.1305534079348225,
          0.6190892386422269,
          -0.39680807533420037,
          -1.2472336236741766,
          -0.9953586241697563,
          0.2377694427006052,
          0.8786135984782187,
          0.29512192433806156,
          -1.2617197803146338,
          -0.3076907364569388,
          0.5959912373420162,
          -0.3406517284171903,
          -2.3215747654271848,
          -1.3457895274677907,
          -0.9746027693759447,
          -1.4905557663142774,
          -0.5803050814929392,
          1.6991772636341884,
          -1.8960749640670114,
          -0.9011554953061337,
          0.37209621271769566,
          -1.4245546770590964,
          -0.9135248396148151,
          1.1558600664509144,
          -1.4457168435081822,
          -1.3324163926944022,
          0.09654638516344963,
          -1.5280424224973173,
          -0.2511028435866557,
          -1.6761164696583348,
          -1.3523555144622594,
          -0.3722684928826991,
          -0.37474970299019217,
          0.9440457817521591,
          -1.6380282617678121,
          0.9087597470873335,
          -1.9049199953630684,
          -0.7261592509956458,
          -1.1804568994832636,
          -2.930316049109198,
          -0.05071380914728739,
          -1.4599988703335922,
          0.6262761076731347,
          -0.1960516317119138,
          0.5744188685895156,
          0.21592207093644078,
          0.7601776813270568,
          -1.4803210992799152,
          1.4953630644955738,
          -0.9817435754373138,
          -0.7535536274124723,
          0.3477590518131043,
          -0.15349248963174136,
          -1.1560412073855961,
          0.13564824377163254,
          -1.45556471611614,
          0.10594022048819013,
          -0.5116204424564432,
          0.5236580342232676,
          -2.198257240960694,
          1.0171417715350182,
          -0.8114970568269082,
          -1.0129661397675458,
          -1.0802204743990826,
          0.029039464040413566,
          -1.3975501488141195,
          -1.1024424328664504,
          1.7964452426221755,
          -0.8780509696147413,
          -0.3260558114757152,
          -0.8982863255886379,
          -2.0743765765876967,
          -0.712064003978123,
          -0.3198965588514234,
          -0.9503380394089437,
          -2.025087108774416,
          -0.016542853371491983,
          -1.6131261841630913,
          -0.5193413375572832,
          -0.0980106619046208,
          0.6959474290504313,
          -1.4232652633541727,
          -0.23389017146974808,
          -0.9137217956441488,
          1.875084856899398,
          0.8498188681143025,
          0.26688103811710956,
          -1.3765642546777899,
          0.01183414687730811,
          0.22352679443383863,
          0.2951816695069171,
          0.5746916703183923,
          -1.9351511251395637,
          -2.187066997802311,
          -1.2546302733120689,
          -0.2567775635283487,
          -0.06648101947703272,
          -0.7871052626207421,
          -1.4699515125783857,
          -2.2143692959876233,
          -1.077697790831482,
          -0.7073760890781786,
          -0.8712044708883907,
          -0.3442332294209666,
          0.2972542613774719,
          -1.9258642497421214,
          0.4792006575990964,
          0.8229785092434585,
          -1.9992668121812636,
          -0.30775124488796074,
          -0.7718272645440758,
          0.3421580746166474,
          -1.4437298829384178,
          -0.0876530074363478,
          0.09139286119611048,
          -0.6017823886294397,
          1.6083785589369022,
          -1.5390557841132007,
          0.8106828743864053,
          -2.162706228887687,
          -1.7523811048475488,
          -1.245964453645682,
          -2.4043214300963736,
          -2.0762300958733446,
          -1.4609126286230794,
          -1.2904547868879226,
          -2.4131226611816814,
          -0.8690073975779234,
          -1.4709418047712137,
          -0.758981328056995,
          -2.327700552555194,
          -2.630137819487817,
          -2.0085228138669855,
          -0.14361873808779807,
          -0.8531265331500945,
          -1.3353101241727663,
          -2.151263616828806,
          -2.563202633577249,
          -2.2869156395305104,
          -2.4563922339918984,
          -0.505310766298659,
          -0.24988211652216707,
          -1.3079536693662337,
          -2.0924281925189043,
          -0.04998820956694695,
          -1.7309561024703581,
          -0.017909560101430022,
          -1.232599368838072,
          -0.6202381100208982,
          -0.36965685804980447,
          -2.0275874119916417,
          -0.27298948312962557,
          -2.0410323483130695,
          -0.38788897840419784,
          0.2571165054947384,
          -0.43458770985304884,
          -2.4828919938373,
          -2.462325216954401,
          -2.7071462766578946,
          -1.8857695311328868,
          -0.27409839677338005,
          -1.3944982957215704,
          -0.6978140308991022,
          -1.9762558238205061,
          -0.6335979751665167,
          -1.8461097599687433,
          0.07472938592136724,
          -1.2565374507895593,
          -1.2450765284690157,
          -2.320088169508689,
          -1.9044465933625871,
          1.248656414370895,
          -0.032967799233163925,
          -0.08602108482758831,
          -0.11773940629451697,
          -0.6758754967217081,
          0.17397797763279765,
          -0.8027220088254418,
          0.01804613685383691,
          -1.7786913548091046,
          -3.0329997087848866,
          -0.9582143103872672,
          -0.5954636645710653,
          -1.7097075051964417,
          -2.1239031377120554,
          -1.1462488504190154,
          -1.5285812776045786,
          -1.0770626541611088,
          -0.5431213989442146,
          0.8193022171248961,
          1.3767707972372996,
          -0.8525509459452194,
          1.1092406233437255,
          -1.2117338092710352,
          -1.5174543307619552,
          -1.0324857073312879,
          -2.741599818468411,
          0.6083390524877555,
          0.1371764286387011,
          1.865653667936731,
          -1.289825099568838,
          -1.4268796176662801,
          -2.3658226997428238,
          -1.1539630984591482,
          -0.5180981666959799,
          -1.6954015164162957,
          -0.21337687397757477,
          -2.0164174783626954,
          0.9676784412876527,
          0.5380057901545394,
          -0.6248504498653401,
          -0.9990758146935503,
          -1.6379193000154924,
          -0.3723646539695505,
          0.6602235604084872,
          -2.087856023830147,
          -2.4743371460706998,
          -1.059888892546661,
          -1.6252123801491432,
          1.1057992478765437,
          -0.1170632027284214,
          -0.2796424170566512,
          -2.224318783986961,
          -2.534126336124665,
          -1.5379249635083618,
          -1.872360009952733,
          -2.2271655058977204,
          -1.1267938608329275,
          -0.7145978646847614,
          -3.094211574818994,
          -0.9270573976998127,
          -1.492945743362447,
          -0.2924103383925683,
          -0.3001989148759376,
          -2.1899405408056114,
          -1.464123296777812,
          -0.6803569596285182,
          -0.5259609065396064,
          -1.0737129691183103,
          -1.663008207964809,
          -0.6760720713961322,
          0.6078916821169297,
          -1.1656499032292664,
          -1.1395662150317023,
          0.11584326899753358,
          -2.3339805971327197,
          -2.1264445981782316,
          0.014210432791688885,
          -2.05304395499354,
          0.33620541675644783,
          -1.697176106572536,
          -1.5017375366999368,
          -1.2720422189630356,
          -2.628114345133465,
          3.5353130451769728,
          -0.5859049149733437,
          -2.1334730193674893,
          -1.2193765282446962,
          -1.3526922423476997,
          -2.0951996249166425,
          0.5936699240304334,
          -1.665709229593458,
          -1.8712117154432912,
          -2.1161932527799396,
          0.032867015137859945,
          -0.3331341016823866,
          -0.7167192837686528,
          -0.017353113984576993,
          0.10167134299441709,
          -2.0911154739147344,
          -1.3991264068369462,
          0.781679462783966,
          -0.20687498082045344,
          0.1671560400948927,
          0.002376695517608951,
          -0.8841874765757971,
          0.2147182837298134,
          -1.2650639527278222,
          -1.8183814105386753,
          -3.5825512147733796,
          -1.1081749781008159,
          -1.3740819484747455,
          -2.3330272053012187,
          0.9650000331269938,
          -0.40670763301503343,
          0.5318230954141199,
          -1.6025979571522166,
          -2.554526116342379,
          -0.7983123706585668,
          -2.44810313404558,
          -1.0172671288586954,
          -0.8869430737566674,
          -2.6756020553981847,
          -0.5031542019795351,
          -0.8786120848227165,
          -0.3023799246792868,
          -1.1505369457768309,
          -1.7516741325485412,
          -0.8503415637062436,
          -0.10066439151717423,
          -0.7451339008051919,
          -2.729881194150239,
          -1.6973212825431252,
          -1.980473411312204,
          -1.2976896146379846,
          -2.269724198090168,
          -0.9586912473611809,
          -2.3350363709001245,
          -1.2322268352391155,
          -0.02738454014098963,
          -1.0434862865287087,
          0.38621351756473554,
          0.8614839358926683,
          -0.7209707881901852,
          -0.8749156405255286,
          -0.9493482589601483,
          -0.031868858463877985,
          1.4364536819832556,
          -2.566551999310174,
          -1.5342435947272195,
          -2.188590193723221,
          0.1939859598176028,
          -2.9187011220931574,
          -0.29658577514356727,
          -2.4849382006515053,
          -1.906204722391519,
          -0.6858108232972234,
          -1.9321656240614278,
          -2.175738485418258,
          -2.1365642421086832,
          -0.08123811631888067,
          0.6586169602537758,
          -1.9360895660662074,
          -1.449953022017317,
          -0.34653097703396063,
          -2.1614812977709903,
          -2.2393256437066515,
          -0.1741920877162443,
          0.6381102285183139,
          -1.2313362115549127,
          -0.8429654187311983,
          0.15842503495641613,
          -1.2621445257943689,
          0.010134197530854178,
          -1.5646219543583266,
          0.6550230979822463,
          -2.3193153870601786,
          -2.2150062255179033,
          -0.43971500905451966,
          -1.7226936848224448,
          -0.9804073441262561,
          -0.43089112300877264,
          0.02195827791979469,
          -1.1653344570859607,
          0.043620903349159905,
          0.5395862684602156,
          -0.19319852509038757,
          -0.997865227058895,
          -0.6014692169781215,
          1.4329954233934288,
          -0.15945020168670462,
          -1.4002842531633304,
          -0.86501937777193,
          -2.1218052714489573,
          -0.7387399940775911,
          -1.0013455962368931,
          0.01972423448277073,
          -2.485451816382413,
          -1.5549694403382395,
          -1.2125153285654415,
          -1.697112497470625,
          -1.4578662428719602,
          -1.0158618568218343,
          -1.0884062615348227,
          -1.36082698803925,
          0.5498939244712157,
          -1.8968341680455285,
          -0.8465601660730746,
          -1.4928177620340584,
          -2.97113574144422,
          -2.0683678950381816,
          1.4515292033925609,
          -2.1321599480535642,
          -1.4219330261091336,
          -1.478123329137343,
          -1.6042954481446312,
          -1.0116316964874967,
          -2.2020777855635925,
          -1.3475305922126333,
          -1.1270271705886712,
          -1.6165652486182553,
          -0.5223465935540846,
          0.39526887828863266,
          -0.2910962839234686,
          -0.3963787482492575,
          -0.8005998909487086,
          -0.4410932558673731,
          -0.6895647851527771,
          -1.8216219199227688,
          -2.083270908558436,
          -0.7652579810436139,
          -1.5101921007950112,
          -0.10423911016273492,
          -0.8620002946621997,
          -1.3257630146409844,
          -2.062139297897919,
          -1.7697269023977529,
          0.8945318555537233,
          0.9682040798868432,
          -2.656283555470514,
          -1.9460604709500122,
          -1.387297789764466,
          -2.8953935881283805,
          -0.3577655991405191,
          -0.1871170292414414,
          -1.494407823266264,
          -0.7783018261809223,
          0.7847859831988996,
          -1.319083546937275,
          0.5374518435410832,
          -1.4622613238873192,
          -0.8650376546020543,
          -2.170163531185358,
          -2.008514319620248,
          -0.9846329999547165,
          0.036090521193001386,
          -0.13650292517739943,
          -0.04923015229904836,
          -1.3247265466978353,
          -0.44007302790229724,
          -2.5328635908083137,
          -2.035185592248347,
          -2.067759604121358,
          -1.3667459645974684,
          -1.8875471417670078,
          -0.7456876209365804,
          -0.10059810902952344,
          -1.886106340937451,
          0.4332402443734445,
          -1.6924551458432093,
          -0.3518556065986081,
          2.7412960314905526,
          -1.5877714129213245,
          -2.547915684433172,
          -1.067491550956877,
          -2.001303475773889,
          -1.7087124330752004,
          -1.2685807320106264,
          -0.6463533204469937,
          -2.262800009294272,
          1.12784314195128,
          -0.33330994593137886,
          -1.5021791383942251,
          -0.08336592649406419,
          -0.5401889318000697,
          -1.878655683151284,
          -2.341168108467632,
          -0.27977171940857454,
          -2.0404435163215244,
          -1.6521131688223372,
          -0.24179299596555995,
          0.20417261669715994,
          -0.8016664814071951,
          -0.37699797551924913,
          -1.9229278770465665,
          0.024302861717921814,
          0.8920245634064815,
          -2.0338624984653664,
          -1.3507665462293186,
          -2.5749651957866653,
          -0.8753401841367767,
          -1.9789903913772462,
          -2.3741852498765206,
          -0.1509617851049932,
          0.14012644766655966,
          -1.5094553417458303,
          -0.3656553439071722,
          -2.3809974543691923,
          -1.2550954572592217,
          -0.2580792779813103,
          0.9361830256739835,
          -0.3711762460189305,
          1.3660455473774837,
          -1.0874492304962664,
          -0.9777233661984612,
          -0.5087464010880253,
          -0.36695371088048884,
          -1.347894414251718,
          -0.9496806816115959,
          -2.3210880555931728,
          0.07709097625944729,
          -2.025886181626288,
          -2.344434584122701,
          -0.0027426639989921835,
          -1.664349506927545,
          -2.4130289451845974,
          0.3846030818211538,
          -1.7359049457945497,
          0.17022613643654536,
          -1.9948316717656698,
          -0.42246250897045445,
          -2.0681165995137287,
          0.29916510367696936,
          -1.847643698162053,
          -1.6868963299220578,
          -0.45513653298042983,
          -1.6375285451663677,
          0.5154446116890159,
          -0.9585020800781345,
          -0.8221307657263305,
          -0.8444560218794666,
          -0.48594522149523445,
          -0.4512691781691657,
          -0.7245872922529173,
          -0.7172385412309904,
          -1.1187998013226803,
          -1.23073192642421,
          -1.5342513689268698,
          -0.780170461162409,
          -1.9952081803573884,
          -1.0573476996527609,
          -1.8903574853667242,
          -1.9014206885747895,
          -2.79167666820288,
          -0.6939880280807365,
          -0.48704085030328587,
          -0.8192640700572504,
          -0.2705263711337207,
          1.702329042999782,
          -1.4748095672194248,
          0.5440825433535003,
          -0.9268962841383326,
          -0.7177913613792588,
          -1.3548381586618568,
          -1.7067030741651663,
          0.23836768466270072,
          1.7558843628640934,
          -1.6638235485237745,
          -0.35175793401442323,
          -1.7682913375473683,
          -0.2916209974381004,
          -0.32852978136474115,
          -1.3293062418395647,
          -0.27794976017947814,
          -0.2918814728656932,
          -1.101769256892268,
          -2.0826785034981503,
          -1.8125270753015599,
          -1.2321363045967768,
          0.6085176978462634,
          0.5550952946761573,
          -1.2739789876031644,
          -0.4105537784822508,
          -0.3100663170296389,
          0.9640718830285142,
          -1.1156344695524714,
          1.4784693245499667,
          -0.4427077986869192,
          -0.05013216905426374,
          -1.0351325839421965,
          -2.3344090225951724,
          -0.4885371894770888,
          -2.6291275613519756,
          -1.2476399936564182,
          -0.4209342483365968,
          1.611929444387227,
          -1.864737154946688,
          -3.1034396452194746,
          -1.6868304853344214,
          -0.35159619602673703,
          -1.3916948210069824,
          -0.8618625562292037,
          -1.3136903906150887,
          -1.5730691230999014,
          -1.4726820820784026,
          -2.060462695269721,
          0.09666481234526075,
          0.2855173745854632,
          -0.912083664777032,
          -0.8019060866833487,
          0.7003263608523177,
          -1.3937515039182118,
          -0.92921655288948,
          -0.43129135613214,
          -1.378451241454939,
          -1.5851317369944231,
          -1.2880260789598899,
          -0.7392843856219544,
          -1.808392238016618,
          0.06701135689580279,
          -1.8195606728065974,
          -0.480224378079329,
          -0.735987516871017,
          -0.1336593380957811,
          -0.4867824068730006,
          2.023709488902891,
          -1.0500234494366496,
          -1.8373821409538902,
          -0.5498123483559201,
          -0.21362577495092105,
          -1.0937866438309065,
          1.0030059680092085,
          -0.21256995217821315,
          -1.5354149486767863,
          0.03365053008943312,
          -1.2108086073785527,
          -0.7135558919790578,
          0.47425257325386266,
          -0.677251461914586,
          -2.367907019612164,
          -0.8157704405408686,
          0.3306218095356551,
          -1.3286153996786059,
          -1.0581353013539874,
          -1.467803091644512,
          -1.9550707897403539,
          -0.23294821726928827,
          -0.7815970665051848,
          0.2271703294857694,
          -0.17652535964214683,
          0.5842291887419079,
          -1.1248859515861647,
          -2.258749054373297,
          -1.0636003674212506,
          -0.9279563217493921,
          0.5249254164699151,
          -0.8293903726489532,
          0.2997219981885513,
          1.4360458313061166,
          -2.853294773122619,
          -0.19632280557285356,
          -0.12529864075340946,
          0.2972007348732192,
          -1.641544674373128,
          -2.7323991034757023,
          -0.12740985081621628,
          -3.430986767093657,
          0.00451065174687169,
          -0.23727499253267692,
          -1.5527432545027704,
          -0.4926362258837477,
          0.5013513190724327,
          -0.5543013777883773,
          -2.55603195491095,
          -1.332047400976452,
          -0.5037984452725954,
          -1.4234582420199946,
          0.47004564309793984,
          -0.19839643750370864,
          -0.021383340414099377,
          -1.4416052446451286,
          -2.102154095823179,
          0.3300354553434022,
          0.3907995246665478,
          -0.6600017471742919,
          -1.5785130686268274,
          -0.45949298476041395,
          -1.7099740147560938,
          -2.6151081629697326,
          -0.8518625499019669,
          -2.915950973102989,
          0.9313380020883656,
          -0.7402560470251144,
          -0.12169421068677548,
          0.4172167213852696,
          -0.44618917336978886,
          0.7795283933387395,
          -0.29873821189868244,
          1.3791770986898064,
          -1.7152809691234048,
          0.1537903656379516,
          -1.608969441807303,
          -2.0778109013982107,
          -0.8911419976443222,
          -1.0062329183338703,
          0.4681196015540524,
          -1.0130040831124105,
          -1.5804753970815273,
          0.451248519109667,
          -2.230004511881479,
          -0.641043477900774,
          -0.5402657540244629,
          -0.9302711944120414,
          -0.7850244796558079,
          -1.3586100410860487,
          -2.196974711543704,
          -0.48070206842306373,
          -1.647108645133935,
          -0.09524664655516313,
          -1.6383664811389702,
          -1.2637358766263844,
          -1.9979554839417442,
          -0.9187276590896637,
          0.8050134943494652,
          0.01344197873640292,
          0.12415765291586703,
          -0.19106636576706046,
          0.5891031312210087,
          1.2664362110409482,
          -1.5505478448180305,
          0.6061410616692665,
          -1.8722412786847016,
          -1.1826451313819635,
          0.34123389805283694,
          -0.9116939771713405,
          -1.339240677031243,
          -2.27128826072018,
          1.1610987293481945,
          0.4665959681214403,
          -1.2226971104294988,
          -2.14394636391785,
          -1.0605436464027689,
          -1.670329253834187,
          -1.2125321248608354,
          -0.7978063228066253,
          -0.16156005845027335,
          -1.9493747207606156,
          -1.7735362851985563,
          2.694084382414026,
          1.088845024911711,
          0.07534490345510676,
          -1.1947120903454427,
          4.196083426741176,
          -0.6331987050053322,
          0.3306628193965829,
          -0.05639701600547768,
          -1.335273151701337,
          0.13713502797135815,
          -0.0018576376567827303,
          -1.1107920945240877,
          1.1120445419195681,
          0.16558667555243298,
          -0.6701795840286637,
          0.7069897050349975,
          -2.1204034266637457,
          -1.3374217031000661,
          -1.6654502924862198,
          -1.5941013214576236,
          0.007039414152457254,
          -2.1086577166184055,
          -1.9043206809905093,
          -1.0905402432621296,
          0.6065153303087093,
          -0.1641019781852458,
          -0.4464852844335985,
          -2.1310752050507986,
          0.36524067990228176,
          0.8394206370110151,
          -0.10158016098827323,
          -1.0897559774023224,
          -1.2703530705144668,
          -2.01307640988697,
          0.9593327265078838,
          -1.2529595785125596,
          -1.2764619617564974,
          -1.3697506536111352,
          0.19090137015772898,
          -0.4091448423503525,
          -0.8656960734073316,
          0.5433019962751684,
          -0.25328028277987996,
          -0.08010451198878894,
          1.8680899735554484,
          -1.6267729049656634,
          0.31754441196547956,
          0.9801396853947305,
          -0.7674752375389918,
          0.05083803624743091,
          0.5252290861747484,
          -0.9985384292687506,
          0.6573331116982627,
          0.23002202630254348,
          -0.5001450606589274,
          0.5351191976614709,
          -0.20490618633422833,
          -0.2576243846107681,
          -0.07948247262743363,
          -1.085583884920961,
          0.32314102533091377,
          -1.6105039768353409,
          -0.20096723547456585,
          0.18765005529054818,
          -0.5698026222785242,
          -1.1185763528118589,
          1.141865868114173,
          -1.0337846190734479,
          -0.3347586853914212,
          -1.6510741634426294,
          -1.7866518193377106,
          -0.7058857252314288,
          0.4428439305783106,
          -0.497679958870701,
          -0.753073580984672,
          0.33236501327387885,
          0.3849576617724938,
          0.26022516424770253,
          -0.5217624158460689,
          -2.0754463629811304,
          -2.3876063810656456,
          -2.2518027344569536,
          -1.8685615328098217,
          1.2611273695624932,
          0.4859730554246271,
          0.2532968161829339,
          -1.7551014036288473,
          0.8211973022154492,
          -2.17316110988544,
          0.17274348577194762,
          -2.3084342079493374,
          -1.6390605231685156,
          -1.45413322987517,
          0.287545022403461,
          -0.3161780993189136,
          -1.2631730445431433,
          -2.6049688668745037,
          -0.7835874344143074,
          0.1859838050417856,
          1.310724494377399,
          1.2398623950046237,
          -0.58673137874534,
          -0.8046498329067214,
          0.5967710613990076,
          -0.2799682211753231,
          -1.7415074600350262,
          1.445705424398925,
          -0.6111026950915475,
          0.17734197161001092,
          -1.3202978663880867,
          -2.133263077777878,
          0.6245658154265198,
          -0.16777838672733023,
          -1.77054104410374,
          0.07508432018602947,
          -0.4055077759903819,
          0.2903760486640613,
          -0.03573529408085526,
          -0.00036384140475356346,
          0.5997390983755261,
          0.7557483593386106,
          0.9216737752316517,
          -0.4968076358056639,
          -0.3841504320889397,
          -0.5480933234092676,
          -0.5718066478043261,
          0.9923054019414623,
          -1.4316569517745144,
          -0.8376606436466866,
          1.5819459904469755,
          -1.41199628607781,
          -2.380595463175433,
          -0.37507964402681115,
          -1.2748255590584965,
          -0.40262394918935174,
          1.1436492226627681,
          1.5024759631719204,
          0.3402509713870113,
          0.22541811990715016,
          -1.6611068938350548,
          -1.3273536896006337,
          0.34176447306226804,
          0.5610084877811029,
          -0.7498980367256325,
          -0.8749136601678676,
          -0.42818313844021705,
          0.4326370007036109,
          -0.6280634686956426,
          0.13257750277302086,
          -0.3651839462626561,
          -0.9321083693049181,
          -1.0934208368101224,
          -0.9016275678779915,
          -0.9835032954836803,
          -0.802207789128392,
          -1.403397752607448,
          -0.6063319811559346,
          0.6706527714365459,
          0.2597012697046475,
          -1.9703229939080815,
          -1.339106800360605,
          -0.9921795030017574,
          -1.9836920677482817,
          -2.013926656810926,
          -1.1069043345359015,
          0.7368847301539817,
          -1.261638743912104,
          0.33110477268663585,
          -0.707909671909981,
          -0.4660218594244509,
          -1.5616530968297262,
          -0.7192658930023395,
          -1.832295709571894,
          -0.14583191421651817,
          0.5823469308261356,
          -0.34581258967212464,
          0.0332333063990967,
          0.6301424026344302,
          0.2212414694756227,
          -0.4824386406200025,
          -1.6455324980281327,
          2.0477317194692004,
          -0.4235496941299035,
          1.447946262959305,
          -1.3236343128516175,
          -0.027310300223395777,
          -0.6071754879898779,
          -0.4465625069538606,
          -2.3085598849274303,
          -1.6846631118669428,
          -1.1295600703902982,
          1.4224314308835266,
          0.3058301109689745,
          -1.9064796830215893,
          0.4413587966459016,
          -1.2670803613993638,
          1.383949896972359,
          0.296040625307885,
          -2.110333926067023,
          -0.05756219577537779,
          -1.9008894843188169,
          0.3524546993653137,
          -0.7933045528213265,
          0.5540081694363604,
          1.1109904219155604,
          1.301562013584507,
          0.41044147841648254,
          -0.4461811315655718,
          -1.1391786607283678,
          -0.5149739835683802,
          0.5997272740509403,
          -2.1605178056255294,
          -1.4204440951761552,
          -1.652604044759616,
          -0.5285349949572491,
          0.03853802003787041,
          -1.1356188842188109,
          -0.24532223821901433,
          -0.42667456935880915,
          2.7880986685277107,
          1.2934139265522233,
          -0.12810030118190704,
          0.07819951953968808,
          -1.7983836130637219,
          -1.4525955907567616,
          -1.345682675654465,
          -0.9699249305049032,
          0.7356204699768245,
          -0.28581419817672366,
          -0.5793179525920902,
          -0.6257451701543079,
          0.905686387813081,
          0.9339348640887395,
          -0.8973465346003427,
          -0.7332447929680668,
          0.7332228652922047,
          -1.6847533725161052,
          -0.35528644260147935,
          0.6304533273980912,
          -0.2825961317980545,
          -1.1601196086722374,
          -0.9155239259784849,
          -1.6708602235373764,
          0.4039909866443394,
          -0.7350382581750857,
          -2.286949765190373,
          1.0948603549154112,
          -0.4094453067152951,
          0.6093911902058105,
          3.3677212618145167,
          -0.6333392582359436,
          -1.0157547245437442,
          -0.12691767779231367,
          -0.8843915557029992,
          -0.30579276041039116,
          -2.269844475701867,
          -1.8227429374514386,
          -0.545916520767091,
          0.18484933182184546,
          -0.07368133344749407,
          0.7892425868913305,
          -2.053128401185528,
          -0.19311625773498425,
          1.0831649225103108,
          -2.5012764372558416,
          -1.5895029624933166,
          -2.3673543572447526,
          -0.11341921830534263,
          -0.25835914649873193,
          -0.2974671905037545,
          -1.0785295273118156,
          2.0657556465782894,
          0.5027837960742351,
          -0.997148189218846,
          -1.3061278248212163,
          -1.1262549002906674,
          -1.0873959117906913,
          -0.162913551305196,
          -1.1782416429583928,
          -1.2357975337539016,
          -0.957917666038572,
          -1.0664969906309394,
          -1.7763645256868803,
          0.20816671469253156,
          0.5351295058466796,
          1.3219249111611766,
          -1.283209805346321,
          -0.8398920893534882,
          1.0780068386451782,
          -0.9287016276234806,
          -1.9991927406941072,
          -1.3194168831114441,
          1.2117195335860982,
          0.14473372941142057,
          0.7051622069827196,
          0.2588902200525006,
          -0.49632057636346366,
          -0.19044477544527916,
          1.2469170717272935,
          -0.5569195981337663,
          -1.3877991692748697,
          -0.9877241164066444,
          0.6753106176236912,
          -0.7094449080188868,
          0.3288407498441796,
          1.812179845459319,
          -0.20750121258793497,
          0.673273404620484,
          -2.4167145814009405,
          -0.12383924694693288,
          0.38251204484611845,
          -0.3761724418965404,
          -1.4454837421856526,
          -1.2865715171973486,
          -0.16499949054477916,
          -0.8854048980592363,
          -1.5225670540337752,
          -0.9490923486414495,
          0.33890682104675046,
          -0.6296700596055815,
          3.579141437840297,
          -0.16133962953380793,
          -1.0213875572965654,
          -0.9637000872109239,
          -0.6771567462477424,
          -0.5929921582813195,
          -1.0330287856119393,
          -1.1460853044737724,
          -1.237450673108675,
          -0.9358413106486326,
          0.18734976135038933,
          0.6106344829964219,
          -1.531641798858774,
          0.46113803070802983,
          -1.6112615860013642,
          0.11025523736176555,
          -0.8703962584438372,
          1.5886147552265115,
          -1.8703939929878979,
          -1.8738728564100715,
          -1.8776503105234374,
          -0.45594318865031697,
          0.9348805569984233,
          -0.18104345684171425,
          -0.7878382228799632,
          -1.4328883798772063,
          -0.4548260560151921,
          0.8088494839962803,
          -2.0264199770573597,
          -0.2937494085868436,
          -0.7713773205103439,
          0.6511214158567062,
          -0.8811427832531991,
          0.46337304606400853,
          -1.5904439458295991,
          0.8080243098312588,
          -1.3287069416025308,
          0.1561512306291065,
          1.2861243167664191,
          -1.7024864123310677,
          0.4488481921558027,
          -0.6006607440080904,
          -0.10988725873260734,
          2.907988927274272,
          -1.4682566990229033,
          -1.430377976929306,
          0.6122172028903481,
          0.7767645496080232,
          -1.9332451831741533,
          0.9405440728753461,
          1.0041448406435487,
          -1.4801245801703475,
          0.5774718240067565,
          -1.012188483139262,
          2.238900487918107,
          0.03040964498455724,
          -0.6131058781262587,
          -0.48438971014679183,
          -0.05790329118698529,
          0.6888326506106328,
          -0.557733911929207,
          -0.4496017969522228,
          -1.6192531690845073,
          0.8384504141430367,
          0.8351030517863485,
          0.7277477437090615,
          -0.13670773840454978,
          -0.7539676724979885,
          -2.0443354028452814,
          -1.4196471156668775,
          -0.04821871195401499,
          -0.7986475482844345,
          1.578815921792687,
          0.6121793549727595,
          -1.6109127775075611,
          0.5725170503125365,
          -1.1488257424871127,
          0.6373905031367516,
          -0.6567701297485121,
          -1.553720491242195,
          0.5913093170056157,
          -1.0479098554606396,
          0.13066325112093896,
          0.32131346792983073,
          -0.10016763297706419,
          -0.2604083365163295,
          -0.20988478890947596,
          0.2622159313322111,
          -0.8950387384187538,
          -0.14480195031627976,
          -0.967866081627049,
          -0.4467169705188689,
          -0.5581910538283912,
          0.14140100670053146,
          1.5559858159691757,
          -0.7860801533677082,
          -2.1428365493010983,
          0.9328948106545779,
          0.06125617661656825,
          0.0845454940272028,
          -1.104415150394395,
          0.4408396304953394,
          -1.589899783382759,
          -0.5675107811329363,
          0.7601848710660485,
          -2.21325161866247,
          0.0409758167646012,
          -1.2129463117286279,
          0.05219550933707669,
          0.09269970328414544,
          -0.36901887850643533,
          -1.4434134126850262,
          0.9518935946255003,
          -0.10158050877263869,
          -1.4350032623217472,
          -0.9105982107602606,
          -0.13594922481329735,
          0.2359027970014007,
          0.7996673038181851,
          -0.1898601325000875,
          3.09697194611259,
          -0.923554861900039,
          -1.4799800318537244,
          -0.133102264976087,
          -0.019324462784795635,
          0.18253967264142482,
          -1.0833381698226128,
          1.0989438841362924,
          -0.39655683192451935,
          -1.1686747357459661,
          0.6119758693585885,
          -2.5646449981764703,
          -1.662087855908174,
          -0.7465245263639603,
          0.3490603415900807,
          -1.312712887190534,
          -1.7305225816901575,
          -0.09118363506188648,
          -1.9216305321291562,
          -0.7118712252972141,
          -0.8979024336132956,
          -1.6423546165582557,
          -2.043223998830061,
          -1.72684092378036,
          -2.206241191821314,
          -1.3196399039994493,
          0.16411664777457258,
          -1.1981294394449329,
          -2.8762044893559153,
          -2.3733876831270386,
          -0.8667666775455372,
          1.4191472911516168,
          -0.5257840186515016,
          -1.9359322288217953,
          -2.804975382767059,
          -2.0821264607995196,
          -1.396868120921189,
          -2.3374034285279,
          -1.3079786674185108,
          -0.9651916728527646,
          -2.658962679822073,
          -1.3768701606574836,
          -0.036216969788037665,
          0.2106658374157503,
          -1.9615808782882798,
          -1.430927680157606,
          1.3228685620565055,
          0.3872876883507374,
          -2.090649969286342,
          -0.7680906280151423,
          -2.2015769047372715,
          -2.402236375623472,
          -2.155048927918042,
          -1.2232691148196593,
          0.10959455135555615,
          -2.1926424106430407,
          -2.083561222608895,
          -3.0113728572374963,
          3.139982138785214,
          -1.4678039896135258,
          -0.9134082282370821,
          -0.845108125543946,
          -2.1939580122176956,
          -0.1688525389683908,
          -1.9255086244700388,
          -1.2418337093159848,
          -1.4358898979980097,
          -1.7059333732035955,
          -0.2797076675763314,
          -1.38865170026155,
          -1.3350578012351297,
          -0.7404462213162147,
          1.351202375377302,
          -1.493158568879351,
          -0.6192963573360778,
          -0.43293932715417566,
          -0.5551684955986952,
          -1.2023469290765927,
          -0.9579325582893785,
          -1.8408692913593492,
          -1.3844463760357113,
          -1.5530818722454172,
          -1.9938425492215779,
          -1.2871714828544534,
          -1.0425442349750285,
          -0.9069286463712047,
          -0.0006262378482339446,
          -2.1677755309825826,
          -0.3262225013471521,
          -0.5450698119499028,
          0.05093053493065063,
          -1.3639607773229934,
          -2.6852608120732175,
          -0.7920456863595884,
          -1.9954967763783182,
          -0.42881212027887194,
          -2.132508843629958,
          -2.6818367294218786,
          -1.288881699221973,
          -2.618813451976204,
          -0.8185787653999613,
          -0.08323201509379953,
          -1.2955849493139506,
          -0.032672225322370074,
          0.5207895466472061,
          0.3735045706097688,
          0.6299678836401355,
          -0.6820191594446081,
          -1.9659474099919823,
          0.4696082532585314,
          -1.6653990874505733,
          -1.5400774654357143,
          -1.2200106123398708,
          -0.9171142148086222,
          -0.25784141169131475,
          -0.216661312631349,
          0.8579934951074043,
          0.13901693172663238,
          -1.1525272153162083,
          -0.3395347732509565,
          -2.4360829239056736,
          -2.570717006135222,
          0.0071244740327419485,
          -0.8313447011627925,
          -0.5692391478666932,
          -1.7266901455485166,
          -2.9515892844136618,
          -0.40978756714852493,
          -1.6326050363554307,
          0.6947261763421902,
          -0.6688063240801828,
          -2.2553035629117946,
          -1.6789883026126784,
          -1.0197113765895776,
          -0.22750458724370182,
          -1.3526678322813135,
          -2.2689858304136994,
          -2.1773232682691193,
          -2.152794614191667,
          -0.2742869313452539,
          -1.0757661421681495,
          -1.8123074194824647,
          -1.5439482732152592,
          -1.1274391449212684,
          -1.3710442267769003,
          -0.7199655804143338,
          -2.3679191015537864,
          -1.7205052762532818,
          -1.457800148375857,
          0.8614287501389176,
          0.11167377521903805,
          -1.5733815435300351,
          -2.1106598184287444,
          -1.5281524203758057,
          -1.3090599253912012,
          -1.6703100175285148,
          -1.5605026431137319,
          -2.0723524183084123,
          0.2851312200198769,
          -0.6129082750884822,
          0.3404585684137414,
          -1.691992641777901,
          -0.6902049021793495,
          0.41012529586285335,
          -1.1890349004641414,
          -0.3596170747434666,
          -1.7611324838636855,
          -1.818422999738574,
          -0.32439263167172666,
          -0.09780323765703851,
          2.4876411720044773,
          0.0841694863487794,
          -1.8676598274246146,
          0.18715818901481243,
          -1.10041357469146,
          0.448837088810593,
          -0.28007340309723905,
          -1.131801886043474,
          0.7805640204803632,
          -0.9435596577933456,
          -1.5373216670314325,
          -3.294049379631052,
          -1.9239583833010172,
          -0.4801494728479629,
          -0.813469784194513,
          -1.8180466495861847,
          -0.2425591458963383,
          -2.7528522549359105,
          -0.21389346395886152,
          -1.4444211835681422,
          -0.3675850631255641,
          -2.8539067013091604,
          0.16070226077573396,
          -1.0026519886807757,
          0.5162664595258513,
          -0.8888779307591285,
          -0.5009228945931187,
          -0.6428275329720844,
          0.4213923750559279,
          -0.743949101532541,
          -0.7191404650349471,
          -2.082872588229063,
          -2.5605821610799926,
          0.09809561408043908,
          -0.6916460813018582,
          2.1693566094618943,
          -0.24831396487100404,
          0.10368612557662214,
          -0.5063136950559366,
          -0.2245898656670372,
          -0.27898461197761726,
          -0.5853825958071972,
          -0.8398705081712763,
          -1.2281149608338138,
          -2.6168157090400666,
          -1.7141805109501764,
          -0.6533449929506902,
          -2.704067429034171,
          -1.224297508835416,
          -1.2759118359662753,
          -0.9972755497491376,
          0.28826116998236734,
          -1.8985638233009272,
          0.04209456276389873,
          -1.5450649754372587,
          -1.1973703091965586,
          -0.9268552505738173,
          -0.4499418118616957,
          -0.055000241979317605,
          -1.2275814103708995,
          -2.3237071731402854,
          -0.7634124687462075,
          -1.9780091017026324,
          0.313615432629837,
          -1.1131423577769908,
          -0.10430173360021715,
          -1.3302816382797122,
          -0.5530555881037341,
          -0.48565803913388184,
          -0.3014477842156241,
          0.6311296170972156,
          -1.011653924219004,
          -0.7782860140475315,
          -0.5151439400174804,
          -0.7805278882424657,
          0.16489269060732945,
          -0.3661922592138392,
          -2.256555354362349,
          -2.4901034157210957,
          -0.8393594136446227,
          -1.1356003548579439,
          -0.8964392292198399,
          0.2349616400143849,
          -1.274838233327574,
          -1.45841338586927,
          -0.6714031933231157,
          -1.4240914516287633,
          -0.6460399660148256,
          -0.2825490108651203,
          -0.8816791330850112,
          -0.21471450454920735,
          0.3098245200821489,
          -2.0328530349734866,
          -0.7296638276398618,
          -1.022303199226613,
          0.74976991136718,
          -0.6534774180947169,
          -1.2168084942217177,
          1.394919701360646,
          -0.7638437899104182,
          -2.2433038492615305,
          -2.0627321578350175,
          -1.5125607272430783,
          -2.184659990315758,
          -1.0689431285027622,
          -2.2185323822913245,
          -1.3517526767303603,
          1.3069103411954337,
          -1.7298677117012347,
          -0.733906703267014,
          -0.3105793702537002,
          -2.0947191866016466,
          -1.329317466230611,
          0.575984356393557,
          -0.24209737607682702,
          -1.1630128566738909,
          -1.3250258645817663,
          -0.2592673139687844,
          -1.5342250585704746,
          -0.22504049932013617,
          -0.5108257486569995,
          -2.5354326577898636,
          0.4303570859759295,
          -2.114594277195418,
          -2.1542447050303015,
          -1.1409183752381673,
          -0.6949398667371623,
          -1.5520589424391529,
          -2.6623311593457752,
          -0.5489339844273587,
          1.1965031575366574,
          -0.6982544194514861,
          -0.10501370599988884,
          -0.6783641219355947,
          -0.3363756156514538,
          -0.09147912856850417,
          -0.6910429702793958,
          -1.1059785088609067,
          -0.4687493662587112,
          -1.0119879450857676,
          0.907624759561667,
          -1.8934992360095775,
          -0.023934670487855397,
          -0.5130680178175153,
          -1.330851143943647,
          -0.09705532212882634,
          -0.621485047160132,
          -1.787089208256889,
          1.4350876081267507,
          -0.7376855765830007,
          -0.7202611048945343,
          -1.0454948209788353,
          -0.9213945042859363,
          -1.79393222597703,
          -0.8240575517375447,
          1.0651677177704497,
          -0.11814744673867675,
          -1.4986388964398945,
          -0.030826005038606958,
          0.5701076876612969,
          -0.1618363227959165,
          -1.5081816057675947,
          -0.3702476768209415,
          -1.6887134684527336,
          -1.3950311293738906,
          -1.504175650686235,
          -1.9775231724997913,
          -0.8111070022110775,
          -0.7660665430951343,
          -1.003205967227566,
          -0.07256715080018726,
          -2.4539611309777523,
          0.1297111997556274,
          -0.7139139103229499,
          0.7700011524210042,
          -1.1873622271429805,
          -1.6625810333028672,
          -1.149861756637386,
          0.6806074562513938,
          0.3853643256410384,
          -1.132057898318265,
          -1.2967781361905182,
          0.2248926050203738,
          -1.0245746426133193,
          0.7261543701776207,
          -2.239307467582368,
          -2.0000125518685787,
          -1.2612511359968555,
          -0.8533217937860722,
          -2.4007892971976337,
          -2.5924390840680807,
          -0.6723792456521155,
          -1.761248753001171,
          -1.9920875521275414,
          -1.179421718667011,
          -2.0141121897235457,
          -1.2602319674523252,
          -2.1228391538447,
          -0.2180503066845697,
          -0.4417820566802295,
          -1.811312090105848,
          -0.6447827474659508,
          -2.9951076589554577,
          -1.7798565639539257,
          0.8375262069787232,
          -0.8181057082113984,
          -0.2535446825219463,
          -0.6330160859563496,
          -1.7128316770970513,
          -2.3477551702251254,
          -0.7908546235196253,
          -2.816916158453894,
          0.4942549287673996,
          -1.3944622266551536,
          -1.846904237911991,
          -0.982524085430307,
          0.9663999535275811,
          -1.6324232296427794,
          -0.6867032395454478,
          -1.598157443218907,
          -1.5068055666746045,
          -1.4143888486282117,
          -1.4675892103189563,
          -2.615355530747816,
          -1.9776685294496703,
          0.15428351671870955,
          0.38502584222966557,
          -1.7134248222344128,
          -0.08922748096436103,
          -2.1713402446778196,
          -1.4774010960372992,
          -0.31465388413883894,
          -0.33383315838544714,
          -0.7496622933085859,
          -0.05997445733868327,
          -0.7918381824476961,
          -1.0754435255704085,
          -1.8279120980580446,
          0.0075569060174360886,
          -1.3996195415689947,
          -1.326457116352567,
          -1.6718311444621357,
          -1.16976766013418,
          -2.6148332989704395,
          -2.48400816331522,
          -0.9821233271179285,
          -0.5173230350645012,
          -0.2945697259726219,
          -1.8546472635097784,
          -0.7405543102638567,
          -1.892676704673438,
          -1.575965249779845,
          -0.5146916150459907,
          -0.15069302721704939,
          -1.6958220026326196,
          -1.3409267073531377,
          -0.8123579347507699,
          -0.27263684541830524,
          -0.8870072963252602,
          2.2910686885009834,
          -0.9087449408544233,
          -1.7998205094751933,
          -0.5112120253876435,
          0.4128573677693965,
          0.035216646721424064,
          -1.5136984509978377,
          -0.4787199136119313,
          -2.0426613487120653,
          -1.6322201289814757,
          -2.3179799617560533,
          -0.8568082996896708,
          0.1740297274010744,
          -1.8082420193700643,
          -1.7672252954855021,
          -1.6763726532488514,
          -0.6778785279054581,
          -0.5123138724700598,
          -2.202158013866784,
          -0.901576442733387,
          -1.4153607616272288,
          -1.7043492412973609,
          -1.2277736993235446,
          -0.4157840957689915,
          -0.5872151963650821,
          2.096907782447983,
          -0.9453542679144843,
          -1.7925196586948087,
          -0.8164528366043806,
          -0.8239662251230387,
          -0.9395119872627168,
          -2.006229122298334,
          -1.1028272842904485,
          -0.9188806776982821,
          -1.7796668372637925,
          -1.2781288390642365,
          -0.8141882149479439,
          -2.631267121709171,
          0.2969125434852904,
          -1.8088047722946292,
          -2.084450044340808,
          1.4836702229080547,
          -2.1900091100787606,
          -0.37899400319775467,
          -0.9121866856082242,
          -1.7334132823600852,
          -1.1720877183687146,
          -1.1724017587377746,
          0.4780914708956579,
          -0.6090631080451032,
          -0.9113731820381292,
          -1.7879017069967444,
          -1.098946384003159,
          -0.5660593794016201,
          -1.6440020289489354,
          0.7200441132699918,
          -1.7623496124966278,
          -0.8425251269103553,
          -2.7811795976004237,
          0.1875001917945697,
          -0.5436629509137734,
          0.0994734738302424,
          -2.35163791631083,
          -2.7967627656429053,
          0.1344369494616958,
          -1.5041249839913668,
          -2.1657063261834257,
          -1.5782987961323158,
          -2.437431616815963,
          -0.30362084551372037,
          -2.6736239525516594,
          -1.2836170273514156,
          -0.2395025664136694,
          -0.594463593413097,
          -1.9243615950269768,
          0.12341394166407063,
          0.6493255850123859,
          -1.414427262155335,
          -2.1171351278464896,
          -1.3016381765998772,
          -1.4630380439173722,
          -1.560419389422309,
          -1.7791073021559227,
          -1.6753838471551024,
          -0.25885649823810136,
          -1.3682375518829117,
          -0.899938718054072,
          -0.08209693368877001,
          1.554024464290295,
          -0.5861926193292207,
          -1.7243899093295656,
          1.037584609694118,
          -0.011052643293235197,
          -0.27233317578173066,
          0.2398380157578546,
          0.22088573536619557,
          -0.07863351810531552,
          -1.6979821712176588,
          -2.2833830919977456,
          -0.15173960813872228,
          0.48060835801249996,
          -1.6209945826313992,
          0.13495652477478826,
          -0.44734841075001,
          -1.5360760897025556,
          -0.223101694774889,
          0.26805340977010844,
          -0.7202536868379148,
          0.6052043513984491,
          -1.2837941100269294,
          0.23902937636165897,
          0.3060603292949891,
          -0.9975816544327819,
          -1.9459822359779797,
          -2.3294306258725106,
          2.0155851564741583,
          0.3078356743906757,
          -0.0021419494423088993,
          -0.5545024435384833,
          -1.5692664512235728,
          -0.486932876764139,
          0.708650154249422,
          1.5793098665489897,
          -0.6802101746040222,
          -1.7717922446161487,
          -0.8105427979337132,
          1.324258791538416,
          0.4031552452493967,
          -1.2587994838976804,
          -1.4116734990819253,
          -1.6162130779190675,
          0.5976238968048249,
          -2.2064515735420165,
          -1.0133461459333795,
          -0.5648843530201835,
          -0.3736541936650879,
          -0.72702052846078,
          -0.5435785874293748,
          -1.182045562277134,
          -0.6664651289955665,
          0.4674124302447183,
          2.469440121659948,
          -1.0311597233124563,
          0.7494500962051437,
          -1.162495481883781,
          -0.6173360048544291,
          -1.0709230039186304,
          -0.14605586810539167,
          -0.12631062075368824,
          -1.7549011367481955,
          -0.1713963370476186,
          -1.089413004795471,
          -0.9921346432863363,
          -1.522806566336901,
          -0.3213422518613071,
          -0.3196438531420126,
          -0.26118744750732664,
          -0.1369815388244018,
          -1.7142437520111724,
          -0.13236948225590892,
          -0.10712713641342259,
          -1.7274189624086573,
          -1.6484758441712701,
          -1.9886833642650026,
          -2.1940498192880153,
          -0.8781298975655433,
          0.3130132082672242,
          0.4677062398867032,
          -1.6639791166756408,
          -0.9214550700154811,
          -2.2085848150670575,
          -1.7860440970204463,
          -0.3838417055106335,
          0.08147937312389131,
          2.20953057412279,
          -0.6711078707368516,
          -0.9271742811118134,
          0.585393473935999,
          0.07649917326881985,
          -1.4872815687464163,
          0.43140063624453673,
          -0.46142198297064385,
          -1.2830937358378325,
          1.1794014684073195,
          -1.6089729510166635,
          -0.9290272342024998,
          0.8627388115781003,
          0.6431281610051752,
          0.6193504332701582,
          -0.308928998020229,
          -3.1236205133523645,
          -0.15101862653839357,
          -0.30525266459886113,
          -1.0663276871052723,
          -2.0381838050234,
          0.3477244580932216,
          -2.2923593007607557,
          -1.0190668941426442,
          -0.6641473211705925,
          -0.7074683485418481,
          0.3046190625385606,
          -0.5700933520212872,
          -2.250249037699183,
          2.078929068859819,
          -2.1038549307750327,
          -0.6817376503621257,
          -0.16129468985041348,
          -0.17460122014581717,
          -0.799129113890778,
          -2.073764511332766,
          -1.3329059736993925,
          0.06878438928134839,
          -0.704615606232833,
          0.08220172765998633,
          -0.2963333704619722,
          0.06867613813514585,
          -0.5404032070423765,
          -1.3569911778614479,
          0.9949486616480195,
          -2.5661066666541683,
          -1.1331505061840674,
          -1.5562309929459026,
          0.16448495473392985,
          -1.3761567905450502,
          -0.2676250941195671,
          -2.064442758824633,
          -1.6476022672776598,
          -0.07068718766189212,
          -0.5068410571357279,
          -2.492959469963232,
          -1.7365260774866125,
          0.37303177075999516,
          -0.7517881199429858,
          0.945968492694372,
          -1.2302185784332282,
          0.3241136751101062,
          -1.4454518462865695,
          0.44846068256606725,
          -1.8081344522285048,
          -1.4738206643656444,
          0.6699774120614771,
          -0.7070410588971445,
          -1.4577813617738546,
          -0.45373145570985496,
          -2.3434897855708194,
          -2.0374623665897333,
          -1.6762895665259359,
          1.4476117863326416,
          0.7725569519005722,
          -0.125503781630704,
          -1.6202243590315846,
          0.40436862608189617,
          -0.9034508057360445,
          -1.7352163772120657,
          -0.6276681296614203,
          -1.4109221672477124,
          -1.3309022213140034,
          -1.9998684202382402,
          0.1922879682882794,
          -0.6987033076495147,
          0.6793484931413043,
          -1.5437416490391824,
          -0.01700007058073994,
          -1.237191065573557,
          -0.6745846908509552,
          -0.225056444570583,
          -1.8582300263598326,
          0.4780494494578195,
          -1.5619216040615855,
          0.2661238228971366,
          -1.8701086694940388,
          -0.39750685931664176,
          0.060419008385144066,
          -0.5632217109170385,
          -1.2417272986778582,
          -0.9834409123019702,
          -0.4935175208394906,
          -0.8471976836543916,
          -1.5453043289539115,
          -0.64130102586001,
          -0.04271550772365177,
          0.4472773842249251,
          0.3451320467643937,
          -1.9417377209474227,
          -1.838122359436396,
          -0.7787793681876247,
          -0.5164806405614677,
          1.0247703606285754,
          0.2860413342965418,
          -0.06784083136618678,
          -0.6755893969563093,
          -1.0545200967615826,
          -0.5894037124221797,
          -0.5315939134983863,
          0.21392475894817262,
          0.04877924700652786,
          -1.0955563384433602,
          -0.20787820214724984,
          -1.4454873558683319,
          -0.6889986281851616,
          -0.7154402558522703,
          -1.5878365130066099,
          0.5805022050120383,
          -1.5364925584468625,
          -1.660975149845601,
          -1.5701508399263515,
          -1.077748248723193,
          -1.4632070648205244,
          0.07318852142723514,
          0.8377268385426776,
          0.05817857237466615,
          -0.4888168069474473,
          0.5613193039967906,
          -0.36767446260516745,
          -1.1046183860640144,
          2.0670528761848543,
          0.09401862617041905,
          -1.1704803425437984,
          -1.727678230887403,
          -1.4751157562011321,
          0.35066125474861437,
          -0.5783380390715888,
          0.5865336689887836,
          -0.6603822900180993,
          -0.4570295962349233,
          0.015923914471724553,
          -0.30089710552012583,
          -1.1555320533631588,
          0.8420081614774351,
          -1.7541670080770804,
          -1.9744416277286432,
          -1.1368674982492235,
          -2.2441018286537253,
          0.14364018608723858,
          0.10425287615927602,
          -1.4248726992896392,
          0.16701168534642644,
          -2.102061199175856,
          0.8690783020368215,
          -1.4102516836449654,
          -2.1453584227761,
          1.3131566525650098,
          -0.4310512774108434,
          0.23354188194998823,
          -0.3782868352136664,
          -1.22843568064209,
          0.4879759451997832,
          1.3992587315877123,
          1.1151930703755437,
          -0.44935064907002614,
          -0.9195911933044149,
          0.6206202502345899,
          -2.1948800495791785,
          -1.0184754224202643,
          0.5913865578806092,
          -0.47417090659994354,
          -0.2296770124962479,
          3.061145984541674,
          -1.5182415703292267,
          -1.981384177113563,
          1.6603245358896401,
          -1.7438366628050357,
          1.111489518755572,
          1.4690537343698662,
          -0.5562557881364697,
          0.6638384417060087,
          -0.6187037779656277,
          -1.8738769780505145,
          -1.1600259528391272,
          0.2966163949505244,
          0.9358230244426204,
          -1.0337391695820495,
          -0.986917104643042,
          -0.9742726964765169,
          1.3049236758294893,
          -0.2222843387605552,
          0.7734204534929486,
          -1.0782847632898065,
          0.7628502013521713,
          0.13074786049698758,
          -2.1773859195310417,
          -1.3743655606238414,
          -0.39875528137680183,
          1.7721369525057014,
          1.5144827152355984,
          0.8294836904973433,
          -0.30413163018949774,
          0.7432255392102325,
          0.7170693657629666,
          -0.24261027798020438,
          -0.4474126324442721,
          1.5465365955077137,
          -2.920657309903626,
          -1.845172693283535,
          -0.6443188416780385,
          -0.03666279259520306,
          -0.924730163797192,
          -0.35458944295473377,
          -1.0390691226122601,
          -1.8237721986974411,
          1.1661982621367237,
          0.4176024608807725,
          2.616285486240393,
          -0.06263721891781075,
          -1.3505609025827408,
          -1.5716684791734143,
          -1.6158036355634784,
          0.39049539489585733,
          0.9195408439144581,
          1.5870531957415699,
          -1.6939375785437258,
          0.3893441124602716,
          -1.5229751355964465,
          -0.5968922019741738,
          -1.4401960641681508,
          -1.5967786167803744,
          0.4632933363958879,
          0.36219465516050586,
          -2.045546025344375,
          1.2414980168761756,
          0.9253784256946368,
          0.4006536824789554,
          -1.6337299806093537,
          -1.8296530383463918,
          0.642274715621262,
          -0.09843544784832918,
          0.3732538413630236,
          -1.4436662748341296,
          0.7109854074905048,
          0.9473335189205147,
          -1.5251054037896412,
          -0.04266243806292017,
          -1.1289207970552764,
          0.16760483263915013,
          -0.06607479057471659,
          0.08157400781918409,
          -2.2075682482540637,
          -1.727270658002049,
          -0.22065136961650403,
          0.7553464269383601,
          -1.899607557899222,
          -0.2263743121533056,
          -0.27251794367320126,
          0.8814275753264775,
          1.8642669175753839,
          -0.2643755579616782,
          -0.7333990514154519,
          0.49503249418627976,
          1.0890838853440865,
          1.5274744342260693,
          -0.671609128220251,
          0.6577209350877207,
          -0.9581961204720666,
          -0.16750011598124243,
          1.1481271430288607,
          -0.2359478639683692,
          -0.4801357453894978,
          0.17095575525733817,
          -2.081772128165924,
          -1.7391054720437067,
          -0.031165872738513335,
          -1.3504700203297189,
          0.8869028456320566,
          1.485757945596763,
          0.7944682106686655,
          1.2080913807731348,
          -0.5218504885451772,
          -0.6966738696755749,
          -0.02440842652213942,
          0.11428962526799481,
          -1.442318832569156,
          -0.7408234719744942,
          -0.7599116720166984,
          -1.1735275810577603,
          -1.7542404455412044,
          0.35110943645312737,
          -2.8884216658442043,
          -1.028504008380119,
          -1.2797457301460862,
          0.14012970186861662,
          -1.5360155264758708,
          -2.560689518286272,
          0.4420385489752658,
          0.5766087227652761,
          -1.4531615359864396,
          0.17321662574285446,
          -0.7222171671649745,
          -0.19500613686719692,
          0.4239241848206266,
          -0.05696291930511078,
          0.2702893983793703,
          -0.3142644324068535,
          -1.282039945049166,
          0.6850065010591649,
          0.7219680747465983,
          -0.9563073972617253,
          -0.260418810870059,
          -1.7280136269789692,
          1.032481860836001,
          -2.008619273148089,
          -0.8037772350599587,
          -0.7536076774421443,
          -0.5236173755548622,
          -0.005939367818946099,
          0.0995854297771151,
          -0.17634222542469485,
          -1.6142176817812373,
          -1.345163251772541,
          -0.899638475055224,
          -1.303164789126863,
          0.6173761121889902,
          -3.416831088324007,
          -0.9748356051791589,
          -0.032212602295203695,
          -1.843423943524348,
          -1.0546058428696528,
          1.7325743713346018,
          -0.878110341667133,
          0.23634432469844205,
          0.8167605746492191,
          -0.8984968488890178,
          0.23497271985034726,
          -0.5469087668187697,
          -0.14787277888080622,
          0.13378197281806498,
          -1.313875466712822,
          -2.175883287155191,
          0.790059191989112,
          0.039274056252728215,
          -0.45031584309077044,
          0.15579443824191652,
          -0.37535121598805926,
          -0.6937572573209443,
          0.8696068180542548,
          1.0326335049803794,
          -1.8586191441556854,
          -0.7247940753621682,
          -0.14136575495131892,
          -0.6064155556426406,
          -1.1769811940771637,
          -1.0836152411829296,
          -1.7092780575024977,
          0.938936888175853,
          -1.9638689251720434,
          -0.47614099324394776,
          -0.3610862194095447,
          1.0391310719652809,
          -0.08671189629771324,
          -1.0693607079659053,
          -0.043671210296944436,
          0.6568932485105319,
          0.6500658111546173,
          0.3505441585666258,
          -1.6001230738551206,
          -1.5997589943939121,
          -1.2543337793337537,
          -1.0602684847377037,
          1.2345692486420443,
          -1.4574688118965093,
          -1.211794225579324,
          1.5412425840800166,
          0.11785785491297164,
          0.45196508549475056,
          -0.6507124894753796,
          0.18909453492979653,
          -0.6068176072387108,
          -0.18159653920265498,
          -0.7261202242910463,
          -0.7318583216659769,
          -0.27877050594504466,
          1.4800647265138227,
          -1.4511465137525108,
          -1.2980430262516043,
          -0.27402499345806075,
          -1.5107219890895693,
          -1.9293711958009558,
          -0.5860829820545841,
          -0.8633040340943519,
          0.11469728535194425,
          -0.2068778990128386,
          -1.2402449088228331,
          -0.1336886554725588,
          -0.35470497773225307,
          0.2597416241632332,
          0.6082161371908971,
          -1.2712193145204274,
          -1.0753269088180044,
          -1.9076754998566985,
          1.1035542371514206,
          0.5671524670064655,
          -1.8068221745025752,
          -0.08911604551583566,
          -0.46582800505770355,
          1.2946676841160132,
          3.505432850970827,
          0.08309836140965532,
          -2.1077409402465452,
          -2.5151282249945877,
          -1.6323916324075896,
          -0.49452366489170213,
          0.2581044663888006,
          -1.1870508400043553,
          -0.46105812041523875,
          -0.09619363320240722,
          0.24440393585900616,
          0.3180409299892478,
          1.3552452180748595,
          -0.8095108759749801,
          0.48000297946902526,
          -1.0911447286515705,
          -1.9674549479267132,
          -1.3877447985094042,
          -1.3812933133539673,
          -1.918388772084674,
          -0.18851135595459143,
          -0.8310724819549087,
          -1.5246166895031612,
          0.8836793952003069,
          0.7083353211172803,
          -0.25349974597458746,
          -0.019387343464822123,
          -0.23359742692197363,
          -1.9067177930108017,
          -0.6999504381693836,
          -0.9858310416228485,
          -2.02949862226571,
          -2.131571433929134,
          -1.4581104502683198,
          -0.4565730819495272,
          -0.23443916790750768,
          -1.2935327248654778,
          -3.11794332826273,
          -1.5463293603853026,
          -2.6270046910372917,
          -0.5147474604195622,
          -1.34977500938973,
          -1.9180325836056566,
          -1.5029368180892333,
          -1.0875846552794153,
          -1.5999885023371785,
          0.1074477904237036,
          -1.3238967545273292,
          0.2556037584716151,
          0.04140279377568653,
          -2.7525990237168814,
          -2.351578509046789,
          -0.7840668862206741,
          -3.1601193303666193,
          -3.0570238023877634,
          -1.7220418097467476,
          -1.3876008971106149,
          -1.762251956742426,
          -2.6125263193674524,
          -0.49138403831742355,
          -2.025464630719758,
          -1.92724502526202,
          -0.11297713668857434,
          -1.3947052623005058,
          -2.0128425790845363,
          -1.587106776556821,
          0.027642418545032976,
          -2.177808542783181,
          -0.2693874187655808,
          -1.176538083393817,
          -0.30060130273617136,
          -1.8936063218775738,
          -1.9861124854652785,
          -0.06534012417411159,
          -1.1728783696727398,
          -1.5699958535928222,
          -2.5180656789788247,
          -1.7960221521739514,
          -0.352700209284714,
          -1.6583645941434684,
          -1.683648747364704,
          -1.6725853572793812,
          0.7007416719325483,
          -2.9527841554023917,
          -0.27085854080780564,
          -0.7024105261414862,
          -0.5304798740911333,
          -0.7791305773497739,
          -0.4317725866398416,
          -1.2361468301388112,
          0.5987959027295765,
          -0.6970270826467061,
          -0.3130034601167754,
          0.9087320184133876,
          -1.3937415560473774,
          2.147665823224681,
          -1.3230442590713283,
          -0.7664589714874795,
          -0.34673192568534494,
          -1.6771980510430011,
          -2.2650960653029633,
          -0.3113046919047764,
          -1.0945389190283885,
          -0.11125199337655069,
          -1.2501027945180025,
          -0.2394498711512253,
          -0.7640164898502269,
          -1.5892318153492733,
          0.1915720534196979,
          0.20873963301040357,
          -1.910028899792278,
          -1.3484331072964006,
          0.13987013078797425,
          -0.1654591249254433,
          -2.8216266299418638,
          -1.9713158013993666,
          -0.4548025318579839,
          -0.8068553079721532,
          -0.1353070615526262,
          -2.731510377028504,
          0.6532421684564377,
          -1.8920245107179905,
          -0.7965423811937296,
          -1.3660659832624307,
          -1.0085771651560314,
          -0.07023259834972206,
          -1.6353623961585841,
          0.44941678057140166,
          -1.5883260933576602,
          -2.02165549955741,
          -1.6575933076851181,
          -0.7848820469608919,
          -1.3925926903940058,
          -0.6776967705028506,
          -2.0054117498988315,
          -1.3532289469365149,
          -2.304070878771566,
          -2.7772586530477024,
          -0.8809190699761061,
          0.6369048207962713,
          -2.291515060180286,
          -0.6276554381922881,
          -2.67148455729068,
          -2.091269496860664,
          -1.6681040231516684,
          -2.012245910908594,
          -1.6017012651098546,
          -1.7022310611368556,
          -1.1938859119663547,
          -0.9188980107570954,
          -2.0092847356233485,
          -0.35409410344909775,
          -2.7187427933394277,
          -1.5445166252584321,
          0.13303834971335862,
          -2.091777341687499,
          -0.54031610317566,
          -0.6859053652513879,
          -0.8229828548801613,
          0.671607871873061,
          0.32002528450229256,
          -0.5867219770840332,
          -0.010226447412637984,
          -0.4246248584140839,
          -1.504162374626658,
          -2.03204223676263,
          -0.185440102897167,
          -0.6082053996397134,
          -1.6427873234914117,
          -1.0662235195108374,
          -0.22270222025090822,
          -0.8787107781578994,
          -0.6416234963107587,
          -1.3477294499155417,
          -0.12364709184309651,
          -1.2491899969026337,
          -2.7008023098865066,
          -1.000040214968313,
          -2.4699897740578756,
          -1.4220629291356865,
          0.6550978668061848,
          -2.1441624457232527,
          -0.7597916049274878,
          -2.0774857827938225,
          -0.6150852361439781,
          -1.7535416738132361,
          -1.059456283789049,
          -0.28995276685749793,
          -0.8239399387381718,
          -0.7217333653970187,
          -1.651918205380671,
          -2.8666271015853915,
          -0.20706293683014365,
          -2.295679709870138,
          -0.4525231119314432,
          1.1559762189939464,
          -1.1004392982386457,
          -0.6750937263564696,
          -2.023774937347007,
          -0.7131638109130793,
          0.0017932357898341373,
          0.11139143438735503,
          0.012894557096762757,
          -1.400002949944243,
          -2.4004618084896863,
          -0.12410699014420443,
          -0.8809929929731902,
          -2.184947129412399,
          -2.11307508471205,
          -0.48564333398864473,
          -2.7425169843068335,
          -1.1556000961587758,
          0.309553767065321,
          -1.5151688182072653,
          -1.591336433018527,
          0.11528672253370531,
          -1.593810442263738,
          -0.17261452198609883,
          -1.316699884494561,
          -1.1429911866448257,
          -0.5730338041715181,
          -1.8661597401722434,
          -3.0126737773389722,
          -1.0947003003654514,
          -0.1278650974226216,
          -2.7753974619387978,
          -1.7950747833735377,
          0.7219988287383877,
          -0.6644249578089635,
          -2.172158891345753,
          0.6333446235704457,
          0.7157960571596155,
          -1.6475052006389945,
          -0.8880738549710545,
          -1.223000530292706,
          -0.11741876440678667,
          -1.7918115513126522,
          -2.1443012219739948,
          0.30086566831735684,
          -2.1261986405303763,
          0.6505829935847194,
          -1.4454107542321546,
          2.753948594926425,
          0.4525141422279747,
          -1.9535732012674927,
          -0.7180852355683068,
          0.20749557473182015,
          -0.0939954933318987,
          -0.8516205810706161,
          -1.8728476449367575,
          0.2186279491486284,
          0.06759606847302475,
          -0.5023168914954151,
          -1.7990677723963628,
          -1.5308614414763468,
          -1.7728414903185303,
          -1.6625306233671735,
          -1.0444089679654398,
          0.15662144911913248,
          -2.729272132917923,
          -0.6920524853758752,
          -0.9151552185210906,
          -0.76435890586853,
          -0.7719598147686357,
          -0.09165769924379658,
          -0.21497927440665474,
          0.12109221014599207,
          -0.8435306556430038,
          -1.3086093987508147,
          -3.0563710842604306,
          -1.3886455382406657,
          -1.204686337926696,
          0.04391750172906367,
          -1.8140308721086165,
          -1.0784194344115858,
          -1.2137074343726157,
          -1.1102879903660134,
          -0.0885272871600861,
          1.7516177670330924,
          -2.488578336340107,
          -0.4947348102418644,
          -0.16045886750117044,
          -0.8475812157788599,
          -2.757867903237988,
          0.5713192521647692,
          -0.5452062402446937,
          -0.6578946662517935,
          -2.0772295465573447,
          -0.4416270194086569,
          -0.0839673814768263,
          -0.22625332247151334,
          -1.0109697908714417,
          -1.748571570272384,
          -1.587321754959452,
          -2.4394374924664697,
          0.21348122864564723,
          -0.7534506194695932,
          -0.7720886133139827,
          -0.8569947443835325,
          -0.345265492919182,
          -1.9882673948694147,
          -0.7004466080217754,
          -0.9183427089698042,
          -1.2853802190013772,
          -1.8511871432340488,
          -0.5092768457532836,
          1.5808985594011802,
          -2.323555894037975,
          1.2412610653547242
         ]
        }
       ],
       "layout": {
        "legend": {
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "scene": {
         "domain": {
          "x": [
           0,
           1
          ],
          "y": [
           0,
           1
          ]
         },
         "xaxis": {
          "title": {
           "text": "0"
          }
         },
         "yaxis": {
          "title": {
           "text": "1"
          }
         },
         "zaxis": {
          "title": {
           "text": "2"
          }
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"1789ea4f-3db1-4cea-ad64-302212dfce1e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"1789ea4f-3db1-4cea-ad64-302212dfce1e\")) {                    Plotly.newPlot(                        \"1789ea4f-3db1-4cea-ad64-302212dfce1e\",                        [{\"hovertemplate\":\"0=%{x}<br>1=%{y}<br>2=%{z}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"\",\"scene\":\"scene\",\"showlegend\":false,\"x\":[-3.00279810547272,-1.5688210554559399,-0.8615669988248408,-0.7197864296351354,-1.1527656170372749,-0.9305975998541314,-2.6717334676388753,-0.5166168711620958,-1.0155217273470745,-1.727956331854924,-1.9891467416314366,-1.02704731524604,-2.4094865156272136,-4.0087970005999995,-2.3592837823324495,-1.4628423871989145,-3.0218030174786676,-1.3355602466015792,-2.358040245817055,-0.4131518435873965,-1.4375729915962043,-0.3688102964665035,-2.9877782245770734,-2.158728057907847,-2.4338840000557305,-1.9819861579525275,1.3018643262763425,-3.5519404663050818,-3.0838365938543153,-3.2014690770814793,-1.948707224975049,-2.3930585700903864,-1.0799261204404813,-2.2514622939279487,-2.7848609827566206,0.9869132403575606,0.06850642605110639,-0.6204709128925541,2.6834863034550374,-1.1424829010992965,-2.603449107003286,-2.6135673367424683,-1.2509456252715736,-2.946322100508825,-0.7410618524754267,-0.8355672855694757,-0.8811589223535938,-0.35651646078356664,-1.737085929485769,-2.0866037030029805,1.1679053676947202,-0.8807137487367447,-2.048592775617341,-3.195414713805429,-2.2439845800012574,-2.4965413886132106,-3.4959107172544055,-1.6790326171723284,-2.916955370352106,-2.8302777344282184,-2.6201841311238843,0.9652336043356342,-0.6324695154880444,-0.9595075925007481,-2.2375898353026074,-1.592572488524579,-2.226648870176609,-0.8432601785443464,-0.963025365832997,-3.3613778312458407,-1.712523932568831,-2.2582758639923766,-0.4239122299976963,0.8626219884810623,-0.6618835190583909,-1.917995648434161,-1.5113656258545778,-1.326205539623361,-0.10992123891639377,2.039969769271164,-2.3581844360148585,-1.618809961301261,-1.9691131394242294,-2.447462971981262,-2.4950732106028664,-2.146834647360915,-2.0176745679132915,-1.3299149369129262,-2.6339218456115723,-2.1168174861085913,-1.8228491060360918,-3.346620864875211,-0.7227371834503518,-0.8173255738887663,-1.4877534388081612,-3.227439885665254,-2.8286431175266786,-1.1106323678203387,-2.58624673067084,-1.3504737988547815,-2.4927913874553216,-1.728624877614495,-2.296818466133788,-1.3964573775823887,-1.2777909807783097,-1.5156067118192365,-0.4261044122151307,-2.1215558694899923,-2.478626871729074,-3.083393316991102,0.5401743598634642,-2.165179355137212,-1.0827485245365303,-1.058518139161435,-1.6787961692906712,-3.7884809219680853,-2.4347296690830054,-1.747347059714111,-0.8282193282962007,-3.688871711774789,-1.2034276341256749,-2.533849644354368,-2.8146456720801907,2.760147408707144,-2.6075605522178305,-2.519250661220218,-2.4655044750395434,-1.2337387748949504,0.220655932773085,-0.3863641935625529,-2.993555638243244,0.015479486596330904,-1.8956075677081379,-2.1213244962890543,-3.910249793797853,-2.1545216133140612,-2.2326438258583976,2.093240801118632,-2.204108181374293,-3.368530825255893,-2.603521786282472,2.6335035219821847,2.9720644857214853,-1.7332450732408058,1.431449380644588,-0.8327477051970331,-2.1694471186177475,-1.0569642253272526,0.5358720392655462,-2.6415931293233417,-2.601192378337182,-0.13296477122087122,-2.2352356812459924,-2.3754234333713136,0.7153858775522407,1.3748364402787507,-0.44140135607699305,-1.0680113807652618,-2.208382501197934,-0.6730203810501536,-1.554792043314729,-0.5421077653768483,0.15782408822727026,0.0018792144959451015,-2.933574407111535,-2.6548216176513195,0.24644287017002525,-1.8297487403553798,-1.5439302497562166,-2.542340516821783,-2.1441117794799975,-2.5106506347390587,-1.8913181613501424,-2.920598769125972,-2.888002616706838,0.07391962210400327,-2.076340617351317,-1.9713443219699753,0.4934244445943458,-1.4532213802298721,-2.807391840503848,-1.85679199910126,-2.0777543065838975,0.9357213021780081,-2.2787458607661133,0.7021730237751598,-2.277051192898419,-2.1494320853127347,0.31165404149260845,-0.4358629963318203,-1.8161168388725595,0.9328920708981777,-1.863868717451212,-0.9887422648829465,-0.10358463690777489,-3.1731149544290065,0.0778046056587606,-1.4895515717308367,-1.8187779646538214,-2.5083172457809386,-0.8119657362965735,-1.8236837707280091,-0.21694678356143396,-2.0811347902792727,-1.7246316328522466,-2.90699073844197,-3.5105003716637952,-1.9589065589756862,-1.8967082104570094,0.5021136292379244,-1.204043672916711,0.4429623713337865,-2.5648470869176285,-3.5102916610486474,-2.1207184570532562,-1.5632916870814964,0.7273528893702903,-2.294210198750853,-2.370064812773295,-2.4277519615740344,-2.8496085395923036,0.2859401890453179,0.9706287423911997,1.194060833280875,-3.480585845227432,-2.4604956031505285,-1.604209082196003,0.6839903681248274,-2.5068874493018134,-1.8969041753286766,-3.1107993028428824,-2.868636977163509,1.4933804211671684,-2.162297515766264,-2.996560222309518,-2.6337314781002554,-3.0840550048555957,-1.0224652042278233,-2.904222900907646,-0.6948724903535713,-2.0395314585771307,-1.6769148436668382,0.8106939911972176,-2.849084180682011,-2.7717635409696464,0.6525148881185119,1.4092447210417245,0.6444687775877984,-1.7880708660574676,-1.1870440086915846,-1.5232871766854692,-1.6846397381539862,-2.613455613629194,-0.1537663068743519,-1.152931522144672,-0.5851258553806271,-2.7244134742171866,1.008128081313207,-2.6725158574114705,-1.479545017604909,0.3954428271011351,-2.571192688173729,-2.234647950677973,-1.0153544556880276,1.4801889118165354,-2.20941239871299,-1.934574746670193,-0.3947051676120087,1.7984830770315177,-1.0774296935177954,-0.7228955109309538,-2.673991125715619,-0.49100332978359734,-1.94097279276966,-1.120590792035602,-0.7711894768315002,0.7439548188432417,-1.8816684386159221,2.8565568008123,2.6951189975601952,-1.9941571744757498,-1.255592779012489,-0.44295412659265804,-2.3353836875295673,-2.2402632040644055,-2.3839067135201972,-2.068625085754444,1.0410175988579646,-2.225584048738179,-1.3693908370954841,-2.1115661009611544,-0.9277710725131093,0.5258889175155446,-1.4314249397875556,1.9210388505743852,-1.8284929809189083,-2.794118197027133,-2.8024616421235966,-1.0610828765633942,-2.590818978503033,0.7546526798898067,-2.7073901324652634,0.06664609988964484,-2.041021974011337,-0.8265727367398805,0.8987919274251627,1.0167450241473135,-2.268512843332399,-1.5463607161888613,1.8204696654325006,-1.553604133803072,-2.374504549524665,-1.0884681360621777,-1.86668139794542,-1.846660852788963,-0.34672648997450983,-3.036809087747415,1.4546636271780078,-2.3097141962770116,0.898881491567054,-0.023691520901745543,-0.49216805962195403,-1.9044331624354118,-2.5437092163689723,-0.32543949137890654,1.3619495999730606,-1.9760538856615746,-2.53451628408432,-2.0150402424267737,-0.9225201446648104,-2.4193492018997707,-2.669135783844157,-2.0239638784537846,-2.4411859861413485,-0.24778302291284957,0.2948434045551716,-1.7145608257256768,-1.2743472355099466,-2.0249495719330617,-2.60083983785789,-0.3244652269975505,-1.4069646232606197,-3.0463650752800895,0.1687056674892831,-2.0473107620781255,-0.7723600535441778,-2.2382216554760435,-2.514870857417578,0.13752735698442964,-3.312241162865584,-0.5367524700267259,-2.6134705348939877,-1.9687068432292214,-3.0085142936404847,-2.3792768940550855,-1.8825853240989587,-1.646217167955602,-2.7380247778933557,-1.0820169011410916,-0.7186021197212014,-3.3286131149257825,-2.472097919337831,-2.096855603095247,-1.2425815079715592,-2.209876896339525,-1.5925647857375531,-1.179003348135954,0.16283269752832102,-2.6707184909428254,-2.166297028359807,-0.9816280725801767,-0.6123629120703031,-2.1027522256151894,-3.0840156330257855,-2.239794090109712,-2.6787536282114055,1.3492101114136306,-1.7655593093006496,2.8589788207640314,-2.052022709274593,-0.41660618363551033,-1.43671821904411,0.6732244920875426,-1.8401594692470953,-3.0416686349420594,-2.162607490310603,-2.2596178854183,-2.4547911367226645,-0.385605611061624,-1.8073225660233747,-2.0364382370788263,-2.3910879508182954,-0.8215284227570187,-1.8073787298368607,0.1082945802602227,-1.1304739959708332,-1.7979810093427102,-2.079610992241469,-1.8896647211123552,-1.8123490451348008,-2.4667754980901897,-1.9805014506425143,-1.9256544991851587,2.131745019393351,4.071802968153373,0.010728731485484972,2.823364466711391,-2.0402257009517664,-2.1592053144805674,-2.4002688856385093,-2.752205077199182,-0.3655808057852133,-0.9224419035358641,0.36011610410376044,1.7914935015349758,-1.4833885839640595,0.4144205501349112,0.3397942395992227,-1.787385037546285,-3.2089932207396124,-2.404128836914929,-1.422756220432325,-2.4395340038454014,-0.9147904967630988,-2.9623197135419757,-0.5821985673132622,2.279534273776833,-0.45639723691273565,-2.375800420525277,-1.5491318784440193,-1.5405997466383745,-0.04738661369091811,-2.4033098997966027,0.767811238464437,-0.8065774460368894,-2.6547965774656768,-1.6893773442934978,-0.6715563808543145,-1.4867875731953044,-0.5958285477597818,2.0128867478801187,-3.0265052100537546,-1.6417432895347295,-1.440918670321264,-1.515003008666054,-2.8592432603345515,-2.042890460232014,-1.6624090074483764,0.2885673283824654,1.6378095924607707,-2.700836639657398,-0.7554975528711022,-2.8591421956918954,-0.03687756168657704,-2.0254447301473872,0.8473642726923086,-1.0109481688964923,1.563706534880646,-1.68982097440226,-3.092169748067964,-3.387210761163962,-1.3187789748889058,-2.3322234676534355,-0.5162065661528307,-2.336069323160531,0.2442384909525182,-1.8550418182813482,-2.1972859469266974,-0.8491423426219017,1.3778848746542163,-2.886698071921361,1.1295785445757858,-2.904576470828615,-2.451235795966419,-2.392989831108147,-2.4175535981963954,3.516183581000405,-0.15763837595397365,-2.110709134541547,0.19521556978389526,0.07509859905156456,2.9974241335262044,2.446391382902427,2.9389077222051867,2.305224352195721,-0.3748934449776518,-1.5859084205474143,0.4275491941044448,0.3283765149755208,2.034717749173371,1.3054632019153658,0.2388395361722079,3.3217400447130006,-1.1701361940792947,-1.2498322600867953,-0.9761243606558603,1.8207314755708432,-0.9247985314406889,0.18173726450292815,-0.04322757229810409,-2.1813448633924595,-0.08048576384875707,1.2746406600504074,-1.5454318022711593,-0.6178039615796008,-0.021126195779602928,-1.251270921079297,-0.3582223945825234,-1.924284947047304,1.7414922074155816,-1.1648687918492682,-1.6946567226822333,0.6128717614999977,0.7161242377618143,-1.7620255773729387,1.3479786611167381,1.347604338988366,-0.5979755456979556,1.386908002057345,1.0766362783250834,1.094729676973714,2.0763396994024275,1.1808727845233402,-0.21617888624229953,2.4053632145717434,2.565783804635374,-1.2779312644618268,0.7453074638824408,-0.39211949361619636,2.3705337335138386,3.1327297639832867,-0.7562412613688855,-1.9963651518818921,0.027135019370842072,3.3785502834208088,1.959944479293272,2.7273252236516212,1.965180665607735,-0.19620411952164868,1.0237156125935207,0.4100401420358648,2.0639540631078437,1.859335669810815,-0.9620428367448821,3.2230246674514933,3.864255359040593,2.203092353991088,-0.0201641936159984,3.0228430539034292,0.922953830904561,-0.8895754060663404,1.2588886315348826,-0.19179920264279898,3.3961572912319156,-2.148665833384354,0.15954534035036816,3.6734788194700623,3.26501564319538,2.7473782420604707,-1.2444440692958332,1.9562473704091128,-2.0106965408253896,2.3305724553258944,-1.1457095687132666,-1.179258192061572,0.7292822426515744,-0.7644469080844116,-1.160421218816543,-0.636452863289012,0.18929784805432545,-0.5990540719146964,1.018663431912024,-1.205901490630746,-1.0261713636056573,1.6776547253508742,1.941745986870511,-0.48486704903739136,-1.4396876859533525,1.5751029814634505,2.835378896736533,3.1182024999164746,-0.3211299090835569,0.965088143844593,0.6444143488490142,2.762000786294393,1.7265908812900455,3.2226759774458817,-0.6327777884532414,0.23391151576613523,2.16264466462177,0.47876693308543333,3.1006031788699455,-0.08483449261973863,1.4216177277111186,-0.24402973924191979,3.9698155382039144,-1.1223749526160671,1.4524121937168486,1.0897217977033167,1.9010866655695982,-0.7097870681189438,1.943151399573764,-1.5389014742113425,2.069414209766114,2.2888091222096385,4.162907651477832,2.4376370312299884,-0.8035666288546797,1.9715983009999516,0.18892772296753713,-0.6263517237927816,3.431826224666194,1.2345905162192758,2.782679161715144,3.8985496981949717,-2.11196407515181,-0.29849849953877894,2.661525028597485,-0.6181437346442796,2.8987168830543246,2.9682669868775373,3.1640296386083557,1.2700503060429527,0.1983887869078008,-0.8575743742464698,-0.4000163910192668,-0.977066564925579,-1.4886569494859714,2.865622086737001,-0.17177858515861502,0.7576116525918902,1.5010506795455207,-1.4502963893756644,3.16473055127201,1.4467207584341184,1.4185806428135137,2.963333895902292,3.546389506773584,2.4976523534619384,-1.1325825732108772,-0.6893871609420624,2.1498746236508914,-1.4935333438615264,-0.3016202252559106,-1.7342814193968787,-0.4181887773722897,1.742406106070544,1.6481031467703182,3.2224015990085606,0.06548063865123135,1.6202336417719336,1.1556654149666599,2.261067746231215,-0.8025335579045247,1.7533052951080683,-0.7859835089975422,3.6027523841212132,-0.9014991182963051,1.1308516945644265,1.0860475821754514,-0.19675388596464818,-1.0855046390949412,0.2892235358612306,-2.6817511762770803,2.1029132931094017,0.3273108220612841,-0.7739907866762846,0.7172914820591237,-2.1687123566712825,1.5890701844534945,-1.4732212530627207,-1.710036822056095,-0.799609927827405,-0.7604186998765194,1.9762705726465348,0.9736828985112198,1.3979382091504644,-0.7527540418754879,1.0627811849179147,1.7471229875570293,3.0492533472743206,1.7440640884911323,3.187577548960438,1.058494599781774,2.910261148531155,0.309591476563592,3.4604621918758984,-1.2404551436141784,1.7913881223824353,2.4520691332361872,1.775132778564342,2.9277215728001935,2.5311356945006813,1.3942723386396294,1.6036783655767877,-1.2681915146451141,0.10766489401606388,-0.4132132066897829,-0.5330496863295464,-1.417086795414181,1.6627258267212992,1.8097496410451805,0.536052105061787,0.9516454842562616,0.1866663782064166,-1.8326410511555764,-0.7519878785074902,2.241889691852991,1.1086282246588326,0.3912394257860122,1.9442464142746916,-1.0772466618858236,-0.19412537816629352,-2.077342087935266,1.9587323769508937,-0.3185895983004729,-0.264844001834275,-1.2263111562209625,-1.4483168911928115,3.397328602052438,2.08127572992402,0.8867454602157953,0.5325577760824254,0.9075504823124149,0.22043908329171216,1.850944763074158,-1.3640328530592483,-2.222772772880986,0.3987916416247567,1.0162053205040438,-0.25491188878279225,-0.6238124312541481,4.0950663839598205,-1.3815611960456564,1.3468230837344994,-1.6185931937818734,3.2736756325707925,0.6875743703519951,0.009538664160347994,1.8637961845566322,1.403537754484615,2.2186272566179857,-1.679832463000869,-0.9596095917030273,3.3474643393619496,2.0017947945463064,1.593629262361928,3.3281293960973284,3.585881945848956,2.4431640066808478,3.856451308973854,-0.9733103948333571,1.9059793853273836,-1.6382071597509693,0.9855454612167106,2.476868094494263,-1.7144411042838632,1.4419719018413228,0.8196117384923352,-1.3741423039594338,1.1610938171279446,1.4021662784256923,0.16959448426126444,0.708984039671526,2.688040314589042,1.6058453729731452,-1.1803895163300764,-0.9736781743028123,1.1012279451115017,2.721212241911303,1.7341149747765199,2.3652341954539757,-0.9719387374846473,-1.2046278004148838,0.7153911687878772,-1.505595652549187,1.0950903572183988,-2.084403173106902,-0.266322961716943,3.4939061600259715,2.1651703890193135,1.1496103456175648,2.3472955185207507,-1.108852920556378,0.6035121467349136,-1.2084369866539808,2.4840007943009734,1.8733196803585759,-1.3279609342627725,2.0985995063716585,1.938215997511937,4.713638270455206,0.9065048580180219,4.207686506245732,1.998988960869845,-0.40283615078556734,-0.23060178573515125,1.815941424440222,2.1208162951312977,2.778855868390212,-0.5645872655135427,-1.6639677368402837,-0.4930061750223764,0.2836265149416587,-1.7695964406564315,2.477214436853936,-1.2283633202888613,0.02399716035604399,-0.2201752878619943,0.6439776729424903,-2.145453661970721,-0.13112957266798933,2.9054081195805286,-0.6447487089717423,0.3406685932074787,3.272641685318245,-1.5069011822162648,2.6306177188060658,2.3485818663344356,0.7792381420165381,-1.1987514946011308,-0.284248292386736,0.3777340323355014,-0.4054636675075669,0.5392574914517964,-0.9278244423285027,2.5901790532313975,-0.672740170155352,0.8940448002069019,-0.5766775615574287,2.1462603479016065,3.6566719837239448,1.0518557183983577,2.449074265656946,-1.5944666163561405,1.2908000725829356,1.479015699374839,1.6183745619725396,-1.5669999151783396,0.39358459260540213,2.442797447448144,-0.9769198373110788,-0.6652839818118284,-0.16314301787926683,1.4071446260367309,0.6175458409413314,2.639493455559667,0.7992805035330994,1.7132781799670131,2.5396819353798086,-0.6889234020432372,-0.5448811111588442,2.2680325927070872,-0.9976444387183722,-0.2959834365487011,-0.5379172357494537,0.4242394807049094,0.41113454618986317,-1.2814804001758908,0.6358732341780367,0.24214503569232926,0.08648658279703565,3.2196104082070893,1.7134419956839766,-1.264855704878375,-0.7848551482061663,-0.24981701018741007,0.380718283107495,-1.3441781172506027,2.698356217172771,0.12187518598290134,5.131480008761396,2.8386149944224797,1.8959812849816813,-0.9534010459212796,0.8745401970232677,2.87643492991145,-0.9304786101302018,-1.2478339511462642,-0.2543013664642811,2.71629134991729,3.0683904152531167,-1.9956634844161802,1.1597228846543552,1.4149335531640654,0.2209912016291318,1.3577689867255887,-1.6101161737559995,1.861842270157888,1.3361991990549824,0.9968529458530582,0.3733162740703018,2.8954783791779493,2.785408499939897,3.2888519492663124,3.1494079047111723,-0.27260899445684095,-1.7972214463289407,-0.24358413356476347,3.297602506694463,2.623596564782174,1.5841378911784392,2.7864740035940097,1.9550371351031153,-1.226157942502852,4.110592909313035,-1.1118431092469838,2.680831185972647,2.428728101905135,0.5664947139132044,-0.47116752214720403,3.26307699072293,3.8102318306592298,0.2072736790437129,-0.02235855188768371,2.414139209690742,2.238200272625109,-0.4375344491098777,0.37724887779257943,-0.3245568498788648,0.01503186464832156,1.7287782352401093,4.084418861740311,0.4136615107314111,0.6325349598326052,2.0645608047811006,3.107644716507209,-0.5087448356873248,0.5081635270300277,3.3685399678695367,1.5498303215653673,0.7408137652778075,3.459738024374869,0.012900385308401985,2.5657508788663983,1.2435248090169841,1.8124660338441902,2.742417542666502,1.2970062064626673,0.9335219519526341,-0.4193427922268712,0.5320434968075846,0.9383550904483241,0.29376297183621053,-1.3671251761621832,3.2796774868750806,0.4345164204631514,-2.009286009923489,1.6648250355703296,-0.8680410262535911,-1.3063553228722276,1.0234421242869525,-0.4427643301487542,1.7704634408223805,-1.3395986847301395,0.4584662465613657,1.9533508094283771,0.8188624892292152,-1.2743649410806588,1.2558736932511323,3.0388314183514877,-1.5000723680393793,1.5316073814378353,0.5606444768187739,1.2731796133112785,0.6115437098729036,2.2888428492652793,-1.699454042911366,-0.27704490792622233,3.9615795525947437,0.051865631525085845,3.432291230228826,3.4610255342795617,-0.8181062351377827,-0.8346970417560009,2.643286345262721,-0.0810707837975016,0.5252029620723705,-1.3233138484702627,1.9842283244957324,1.11401884306406,3.075541158914695,-0.9616281251298411,4.173825655845433,1.4289768978336106,2.910180043623861,0.025692770256452266,3.303041265280864,2.3293867913751134,3.5401540479255384,-0.26800711729769916,1.3734601673613502,3.30421701536655,3.2104266457225883,0.0765054730620808,3.6510733246586424,-0.4525353088855492,-0.36274005696995654,-1.0594832621767225,2.3536811342274744,1.3232860686360834,0.14030172875489788,3.16044048307759,-0.08092487948687486,2.3638365912614874,-1.653364401943343,-0.9192704013077067,2.0359948598473543,1.4525994342984345,1.6082840380070715,-0.4151440741546883,1.7481247085964293,-0.631349679542361,1.055950313526159,-0.5665687482221591,1.635626809725,1.1555608115737341,-0.42450578256334803,4.399900840336309,2.8323095562553475,-0.9113082853042714,0.6636237594059287,1.8950397086438395,-0.25741563506859666,-0.28269259794897955,-0.7464142820354498,0.09143792809361805,0.7955842238777806,2.596802421693432,0.006218718887813941,-0.30633415944096126,0.3880651716004931,-0.8516628909590445,-1.2993100417091528,-0.3160155409753881,0.5619189568593816,-0.33415820335131163,0.8033440306166625,1.2736141998200088,2.7302972383430517,-0.32705887148605417,1.2592853569776477,-0.222187441363613,1.0882820030576532,3.0242252565935432,1.223991570706373,-1.4268300254098092,1.5834408158990572,2.1813576090258806,0.6466458659329983,-1.6343326311404853,3.2489442042107766,-0.29010363287692775,-0.5972514274582361,1.3008013469213073,1.9489044917747782,-2.175678407763592,2.7633827071312065,4.591308491442919,-1.366424908182298,3.8244384778121545,0.33034689984366084,0.9835594904025287,0.25822906165957216,0.09636707720644652,1.1514476702651795,-1.3234025634619573,2.275326117160215,0.4842007934878,0.5697647956507401,1.6879170587004464,0.8165826115869526,-0.8036604181468869,-0.8614416332003249,1.3644832562856397,2.6214569424771317,2.0911564844850354,2.149958571733767,1.3604674964675567,-0.17600805449481632,2.0961395315086504,1.6180859281930289,-0.23483542386076833,-1.6271589490929388,3.191359177476196,2.194983724907477,0.13346476569653237,0.6529262676250676,3.170721521886497,1.7434034383026813,-0.3232003379771109,2.3822059327114227,1.7755173091506171,1.7006014655224457,0.12813670644780947,1.339967324669352,2.475457410281281,0.25835201828032545,-0.8491577625643804,0.5814743556574041,1.8935056510432702,1.265392041613884,-0.8104893938117872,1.856172388210307,2.2009989910465713,3.244919167752163,3.530621482007099,-0.6479101799364569,-1.1406808485182311,0.12304950742318621,0.2955460889216645,-1.9161113865216226,0.36834180917346776,2.752234603097012,3.2714622747100544,-1.2725321970697994,0.20960436071588248,0.8052884599800122,3.5155509635742703,0.8875109306567418,2.4064434110325577,2.765212146405767,0.16856710094448182,1.450525585935997,-1.32043110784449,-1.2057900301376914,-1.4008843454079838,1.955914875735103,0.36172602088684763,1.1447371151290313,0.42188313410777767,0.2283406163249898,1.5236149007247424,0.9844876611905269,2.7467028472339248,2.7356318426411623,0.2869070136932613,1.1753093086747766,1.2399043043546216,1.9886840788846314,-1.6415079986974777,0.5666842528299247,-3.3750459468549816,-1.9644811746272064,-1.4480374004796421,0.1411010954974184,1.0290818541096338,-0.9764850810156326,-2.3991596923249867,0.9146589059353498,-3.234847834336738,-2.4416778563615207,-2.4818333193263116,-0.2668771355097582,-0.7023015229268212,-1.9379502092584668,-2.0931871384650513,-1.030650061754216,-2.4404205542668485,-1.1245556077960495,-0.8850633833111179,-3.3652980033907998,2.9062416962611977,2.7014344711277274,-1.2592773983237757,-2.072839413518354,-1.624210544880226,-3.3323523615237423,-3.3979260049870863,-2.5504256312375504,-3.8758025948324737,-1.0991372762387723,0.39297894310227865,-2.827050586749739,-1.7890893621977773,2.6511880581206597,-3.6912414323694582,-2.6381516209811138,-0.8360486413472719,-1.9772945724743751,-1.8109512002186559,-1.9939151567887083,-1.8244388105200104,-2.4013961683867104,-1.823940750228039,-2.6615221173455583,-2.192112744074903,-2.998393073847623,-1.8244643246186383,-2.5891791563447715,-1.656255648465679,-2.158059091352696,-0.45446057102441345,-3.2622865386393185,-2.4446571884087165,-2.214236536511015,2.5389022220969,-1.1728022336091832,-1.9715776325626977,-1.9751211274091105,-2.937160115461506,-1.717589397686608,-0.6881603886309563,-1.9556295030207815,-3.402614406909693,1.9029457676977999,0.5066227071607896,1.9548817491152366,-2.5131183846228446,-1.2282740966564725,-1.843134616126892,-1.9664957470904711,-1.6539969875197467,-1.505606668734546,-2.662647850476715,-2.420137596199749,-0.6464873824680935,3.399880504957366,-2.8496340824697435,-3.3784908712957114,-0.41184770476582583,0.24390566662388263,-2.7288338625288406,2.9498607374135,-3.46186732273714,-0.5538990036943309,-2.166061157230166,-2.954066474308301,-1.2366570833807977,-2.2941941404041524,-2.8041660318054595,-1.2609026651236486,-2.9267170793550226,-2.490633675139349,-0.7448782199286741,-2.367980591934677,-3.6427192912471322,-2.9072801007941744,-3.4138358894100316,-2.154782268921083,-2.0349236074296275,-2.1266479469410653,-0.07348385759053082,-1.8723253276242804,-0.6280739513530792,-1.8396081778163498,-2.4451161320525086,-2.6504779979327338,-0.7915021589685289,-1.4538375209803525,-0.9094992619933875,1.510541089024887,-3.294563944426237,-2.0921491449696865,-1.0376520752998657,-3.0147754324633373,-1.8697792016564068,-2.5845611717556563,2.710326402755814,-0.9638139497189356,-0.7585072322167791,-2.2073986913209107,-3.1143837323975805,-3.0439674099273453,-2.212872937007488,-3.300837842407896,-3.1736126442351487,-3.102399311870372,-2.628657331260975,-2.4745387856299264,-2.9520720141496564,-3.6082099688054363,-2.731282416315384,-2.329293734468875,-1.150281803832698,-2.8638996575568325,-1.780069101688667,-2.68276264382344,0.6396788361793838,-1.970256723204891,-1.418485614528101,-1.8953743795245674,-2.9486063548586725,-1.1822076515567972,-2.407755822587976,-1.144188573407955,0.9203923200307204,-2.714472010474312,-2.854153249505404,-2.879417694401526,1.226567003931061,-1.7547828713646596,-2.0102225972321914,-1.134981605928602,-2.5643955968363725,1.7171006607253785,2.329709398815692,-2.179829217152046,0.02140811187828949,-0.9185739397021014,1.4972021417276178,0.9817594197475386,-2.826419972849507,-2.5648785528465834,-1.1343032743556796,1.6884873677210932,-3.0127692771196375,-1.3868984493448129,-0.885870266055588,-1.965983811484503,1.5165744351751604,-0.33761136359551014,-1.9550373326570762,-2.117986768885643,-1.4161208361098403,1.8218274713399378,1.5760814572524662,-2.159894777169174,-1.9072053305773409,-0.7159967029097235,-1.1221304025344547,-2.26134821934416,-2.6850819240708206,-2.7522015243609914,-1.8370267195835621,-2.7608986619964764,-2.762940548147572,-1.4595964431046604,-2.6899185149816507,4.089898953668824,-1.5911743476062947,-1.6062808665976402,-0.49903276253864376,-2.072039563239163,-1.5036893562427827,-1.3995088246959781,-1.986709349268687,1.031309994400814,-2.8073509068382876,-2.0113683446883566,-0.652796276092123,-0.5041461222603639,-1.625306291201121,-2.061692443505514,-3.0137471000947142,0.3050011649843745,-0.9883287283820364,-0.4928645674241995,-2.461916741862603,0.2982947036541997,-1.0490243130856962,1.5336277239841842,-2.844792086795363,-2.7443662278782,-2.6075709119948325,0.7905397047424235,-1.8690992815106042,0.06459098804498528,-2.303310920256084,-1.3419744731334353,-0.029425650826355926,-1.3752656896666053,-1.4481896317189897,-2.3377265421275295,-2.708313597437059,-2.0618472072638268,-0.522979627429355,-2.9238312858562403,-1.539997766193097,2.6426813286570474,-2.960981545077553,-1.5930363152829878,-1.4342963091949996,-2.0185719003092166,-1.5912401971058672,0.7940931649463081,-2.615842189978858,-2.531185873110335,-0.9675559864551767,-3.3207633012215303,-1.6281229771617973,-2.078326488674995,-0.32661729092969405,-2.210681495414256,-2.492880336618569,-1.5646729870024993,-0.734946918021806,-2.561101104939512,-2.596806467869454,-1.761750333988331,-0.9465135606494612,-2.4304718151535423,-3.2294237551588783,-1.5204101402346046,-3.3625123972026643,1.7653181078533342,-2.071923638015221,-2.773172426191022,-2.183134054614816,2.573021758765333,-0.5732181205582426,0.6956935484221689,0.7607821486624131,0.2747739650075732,-1.875044712602723,-3.3809380633235646,0.9891391817676809,-2.591478452975806,-2.4572514537308465,1.0960683265016167,-3.408015971861294,-1.3670813780785438,-2.0359797386314527,-1.33673394923473,-1.746764149530584,-0.9706373365771122,-2.5916348080512615,-0.10213926418662758,-1.750252076290121,-1.5948522753841965,-2.2891629475031245,-0.413511048181436,-1.1799325953115873,0.6287426040593357,-1.9701880309909792,-2.2769594714040013,-0.7969405724903649,-1.6998120760262503,-2.5294703800156215,-2.111129939513621,-2.173227865510246,-0.7560188546988463,-1.4393380880816289,-2.5957931423747285,-2.918229753023688,-2.2832492881884647,0.9159372007150098,-2.1002314614120863,-0.40518803234681283,2.9572120401382884,1.48286734075472,-2.552466346091022,-2.473154944634014,-1.226483706161457,-2.696589498250393,-0.5827504984246691,-1.4926049317605543,-0.9076270199175837,-2.1224927652976633,-2.193167221167013,1.698571049563984,-1.967044182944084,1.46745959941316,-1.7009338384767947,-0.3165536715416065,-3.4264561583168205,1.4799304126033557,-1.4236118199663408,-2.359414684531973,0.6755525813993902,-0.2858476627666345,-1.4823884523619935,1.8231284172104076,-0.575610009713435,2.200405195338849,-1.6304794052431757,0.02092668954233652,-0.42731784034048426,-2.026115336240222,-2.180743770240029,-1.8616548821746903,0.6418726718431618,-3.0467325174907884,0.19586903881588127,-0.8091387186129667,-0.11768703450574136,-0.6871054312974049,-2.367501217317688,-2.970875309700563,-2.3149272088895776,1.6410854757388147,-0.7735364968406817,-2.6592644752960344,-2.517964073894922,-1.7432100352674758,-3.354131254930024,-2.9438366074045788,-2.3422003109862612,-2.5228335743444363,-2.4670023406888126,-3.03267396875959,-1.5634722425111927,-2.0423360524925163,-2.1264008261818415,-3.666371716328274,-2.049477004539084,-0.3325312192713221,-1.5705854349088824,-1.0640433404405722,-1.2272356146438401,-2.5359845845859565,-1.7227439371663043,-0.09175267142807837,-2.4135110003281053,-2.093732876713336,-3.047824902355161,1.9863353640442873,-1.7451871413805067,-2.824225411134167,-2.8189623395682615,-1.9133472559134044,-1.3849852754527847,1.52995038250276,-2.7113879128718823,-2.6077294549974432,-2.9467079587822735,-2.3108244339016455,-2.326377543523104,-3.0389038958411043,2.07552074463733,0.21010230090774626,-2.768806963240208,3.279752182944921,0.5487966977761604,-2.0671313168372514,-2.480921621241025,-2.7332306923052623,-2.573740891141924,3.1273540474119867,-2.296767730018178,-2.905479253042011,-1.3990037634383028,1.8055168548724279,-2.1788844530998825,-2.347626983018456,0.3608070317427352,-1.314801950164558,-3.6086304673895016,-0.9127659043625872,-3.057975151255297,-2.2686819449888014,-0.8855814248189362,0.20253381739883194,-0.3533187139097642,1.068097125308872,-2.45910179046472,-2.9595359362445435,-2.2222022814432036,-2.2021983478809335,-0.7412114319852544,-1.5910042482590847,-2.058131794268239,0.1352105060152979,1.2367659608514838,-1.2704028713540587,-3.3477720147405887,-2.2331598321871216,-1.8447454583085756,0.10531037320205859,-1.6884665611221006,-1.5618276818549253,-2.514697090208505,-3.0235447723377993,0.5451215588349508,-3.1346207362507568,-2.8047528325873468,-2.9837614093302407,-1.0800579920546793,-3.91644862288791,-2.3989891169831274,-2.849519002766704,-0.7286272358168719,-2.2653147214363876,-1.8248884089442552,-1.961883850104928,-2.651649219681545,-1.6508227461439642,-2.218753035309941,2.809150977245088,-0.901341347527513,-0.5567868812713249,-2.468715004031318,-1.6537954138711106,-1.4357934090695126,-1.3029828358164193,-1.766318257622099,2.3217075587874887,-1.6759043752855676,-1.148931211324005,-1.7567107244450169,-2.5664661745235158,-1.1685356578330035,-1.808000338356755,-1.6895973192634226,-2.0007181649840926,-1.7667035642090532,-1.8009416796371036,-2.4434336638025798,-0.18261479000126132,-1.9388332097621501,1.0874957236510836,-1.6213024130576912,-1.693990154433624,2.524659703739199,-2.9820318802998256,-1.6129097956834169,-2.1119786534192597,-3.6370839236936265,0.5716147519143794,0.10923793441757304,-2.2626835261496696,-0.5860959589884297,-1.7531323716324836,-2.649758617711665,-2.1633042484710385,-0.3421854351968062,1.1250531052001573,-1.9486612426358139,-1.889154698642955,-1.911653028328652,-2.3577379608766815,-2.356231924209454,1.7720213890518512,-3.9708926108626637,-0.20860207717598298,-2.0391615302283874,-1.508327842646183,-0.6910022579069466,-1.5732832349366024,-2.5118097204571783,-3.0755711819796123,-2.56754871544539,1.5944052530571076,-1.8260309800446386,-2.2186773612052066,-2.3678363546735306,-0.6945063658502966,-2.1646834970425584,-1.5227221560010455,-3.271359291351522,-1.7330830031963542,-2.3235042015918776,-2.605837297539311,-2.017928461023212,-0.4452465351919968,-2.490822622539376,1.4679409001239025,-1.099159300045121,-3.2748027684960856,-2.4069782025908615,-3.3486211568039757,1.9965496064286719,-1.770106459014671,-1.926849777171566,-2.3820452796133758,1.494007015337805,-1.1379322810967,-2.9357672035403017,-0.9582209369375879,-2.335925681531872,2.325818933837376,-2.4609931468314787,1.0540261728401075,0.16828524205939782,-2.448401083997917,-0.376290808422914,-1.6657603984466272,-2.307851795327233,-1.7198711996212985,-2.7352287428864828,-0.38882351814795146,-1.63291749991128,-2.604261262190645,-1.6761987323979888,-2.7820249990156687,-1.5152698663734239,-2.721831045524722,-2.417892582883618,-2.0295378404722237,-1.011986608682007,-1.0300653827458393,-2.926244338444866,-1.808800187796921,-2.8923694696318902,-2.3655151096457705,-2.16904928598947,-2.055281416728261,-1.8946698055050017,-2.0446008296916967,-2.0877509614167895,-0.7725899748526993,-1.0052159342135971,-1.700268520914609,-2.447452846488781,2.233320506161288,-2.688730433227034,-2.302411852016571,-2.7292150866838814,4.149037301636856,-1.4098919701738686,0.2346235615652439,1.5236341185061548,-2.5346150188689816,-2.557196906875496,-1.481799199227629,-2.635520603528874,-2.3343119010225872,-0.7243711208932241,-1.9533168155910146,2.695386837882084,-2.755600138858803,-2.448358711491898,-1.643642760415451,-0.8146143958362553,-1.2681714178951196,-1.284030895013882,-1.2905046448760182,-2.4832717775559803,-2.1647522258817995,-0.5567620248914804,-1.8662829550723716,-1.522989155808275,-1.7103294146335257,-2.6424495789234923,-0.6216883949137181,-1.8672806077082742,0.08872096673924865,2.2127077385715612,-0.07997776220547792,-2.3844713125044157,-1.8159319385746022,-0.7057260421911958,-2.6290027692415316,-2.7163489439664987,-0.9307079086313859,-2.20574236026881,-2.7641010225806415,-1.259751966608195,-2.13251373939448,-2.1393374629412416,1.2949350129667647,-2.541112631602002,-3.297442139512889,-0.35875926490287424,-2.7157615937341824,-2.0943916705796575,0.46380251983584897,-0.9064628549656254,-2.047377814185436,-2.2314246577182155,-2.2496475803572835,-2.164809337142695,-2.0061909572480396,-2.428149029300406,-1.3989768207585516,-3.3834948373686755,-1.3242206377735646,1.9283522565370361,-1.4033925598048864,-2.9399153078955726,-2.0915588464331796,-2.9949047586918227,-2.311209290217449,-2.5276255310204707,-1.7906765068519304,-1.9419571607935064,-2.545944262922211,-2.714930988458698,-1.3373615537996517,1.9852397772085368,-2.2173730831054566,-0.06815524331419288,1.2783130547362886,-1.9793532999305148,-2.5619359814862666,-1.2690936075533585,-1.4956519117722473,1.1396752273470103,-2.2314527146539103,-0.13505582800148735,-1.8503587990640642,-1.0261241931465468,0.1685264837822675,-1.612291633089388,-2.8434657712206857,-0.9921310859112975,-1.4555175260055724,-0.4948665399998455,-1.5927280668335082,-0.3249868996107753,-1.844269017563382,-2.331377623307011,-2.900441614160951,-3.3988904035744567,-2.784967393883493,0.5542352226295758,-2.5533405539880967,-2.1094787832947537,-1.2920881756519467,-2.8521633359157144,-2.333593765259183,-3.0927259605889312,-2.5495777869144174,-2.7347240361223655,-1.6265729737238068,-2.7890882346212327,-1.2753112606076775,-1.6445729926436083,-2.201517221716231,-1.6118460708638467,-1.9702267502625477,-2.407307692209171,-2.5873053806787185,-2.3041244600176567,1.590578540769173,-2.1918732187261165,-2.2913876809281017,-2.83322425119815,-0.19157578299412822,-1.5721353049577784,-2.1962529592091915,-2.677499568737891,-1.1551574678121244,-1.928575927344112,-1.3221905358051427,-2.351534976409269,-2.940381593840413,-2.824062488622609,-3.00729202690227,-0.24672136752584836,-2.2879721279991445,-2.661145812865355,3.7959153615074124,-2.2160028693389506,-2.3747244762263056,-0.7009956764038832,0.8946011573911054,-2.561141026660578,-0.9042980724533733,-0.43281245927469625,-2.454081263013434,-2.096961846376271,-1.1798019111570481,-2.3294662015441485,-2.7487916628981943,-1.0517587006870408,-2.086270082364087,-3.132096803269275,-1.8298760425960054,-2.626773822981398,-2.0599406409759182,-2.296018513254967,-2.804341193162994,-0.087813741465547,-1.4049563836517482,-2.60820303675136,-3.698459975261756,-2.8344615234828927,-3.280835126561347,0.644537362751558,-2.860603712453543,0.09950277541537966,0.390215727780108,-3.06764547726928,-2.348344468799564,-2.665283065753227,-1.9668273855924236,-2.1850420925392915,-0.6848790674496945,-1.547786427017231,2.4912094583245397,-1.8374208744758314,-2.048022506978378,-1.996687760842214,-3.1419555312679974,-2.1228199974246333,-0.8815025919734615,-2.622772847059552,2.0120555871822923,-2.365006207125346,-2.5986145980510913,-2.313055894370001,-2.2613839110329903,-2.3787007893911376,-3.0633727103519974,-3.0237846853638666,-2.434535404064955,-2.111425553152685,-2.7659178206760995,-3.071749320658155,2.495834279946048,-2.9357994436780026,-2.412514411314119,0.11775024201353308,2.0552386131276843,-1.2463467095669316,-2.010717945784543,-3.0461323998142382,0.23488710237576205,-1.7265120432524352,-0.8498177024644493,-2.1007258800464133,1.8986477609621004,-0.8195177727148237,-1.4082743599694096,-2.879668099283877,-1.2262692311959216,-3.270979964541798,-2.5002040365963545,-3.20795708492776,1.8089475445741974,-2.804105133088142,-1.5978081198893117,0.8092112493733541,-2.386022905844613,-0.8630903053943065,-1.6951775414129957,-3.2036306240055863,0.6547570350698974,-2.609531335144028,-3.500589559050048,-3.3308273422211263,-2.6858029214563137,-1.9940613347418057,-1.6017355140791492,-1.5170271542765543,-1.5755631980366345,-3.199540344374553,-0.5226336111749758,-4.02655840729694,-2.929779260439213,-2.37905030712074,-0.2586654400532825,-3.08097931894553,-2.1961185095044002,-1.776255812454503,-3.0143922731287396,-1.9138051190326373,-2.3518521132241816,-1.4484936116783003,-2.1891649511573203,-0.42524628971500267,-2.0444045430326114,-2.2225819822827058,-1.6153373710097525,-2.6892708346027003,-2.1796585253185317,-2.350959480915397,-3.38467983759271,0.5844328459741622,-1.9565030603802633,-1.8573066214083338,-2.034464606319844,-2.1708549503916617,-1.8823097403270954,-0.6401665284858801,-3.0213811316693575,-2.419522554436083,-2.066689833447467,2.583468346883254,-1.132339284148028,-0.04498076502442731,0.036860547953748914,-3.1282846328188754,-1.2190929165023408,-1.9425607839512442,-1.6831427222946505,-1.6761814561207558,2.157531073402199,-2.3561891236726797,-2.1533607542622843,-1.9632172457310428,-2.069836803367543,-1.387957232236129,-1.8953974113565561,-1.4740433785625209,-2.9863922112998593,-2.194741695255631,0.03052725358942965,-1.2855723025707684,-1.0584046369513878,-2.729739306841065,0.9994370450064524,-2.059544544635197,-0.8545858185300622,-1.1777719539407747,-2.7329523445265016,-2.2064712922375,-3.1171997084548826,-2.0530537894323184,0.9445323982185599,-2.02386650875101,-1.6540892731326586,-0.8687551518971726,-3.0417182060455654,-1.4877947825563291,-2.280370863716815,-2.264381510677374,-1.6825652623061846,-3.1081496261433625,-2.529534471746163,0.9291736714861012,-0.8228749506181604,2.9979981072286477,-1.4840128213949304,-2.2131044335639856,-3.4895577536752858,0.7072366164144744,-3.1957681444003545,-1.3310721951853206,-2.2741307487384637,-3.0584572666847,-1.9210152136701213,-1.6462507238303932,-3.3078465682556377,0.5130984007325577,-1.6171896759779263,-1.3972165177625875,-2.501736769094029,-2.5357908870948696,-1.8314751130223088,-2.1126264576530076,-2.1377533470547947,-2.526158619290106,-2.1181426530420318,-2.129758829199673,-1.396121352854422,1.993139305680622,-1.581860925749415,-2.2821904502406434,-2.0184013689571465,-1.1245371180753723,-0.34913777106378924,-1.284900814694953,-1.0738519685798587,0.003930710988168569,-1.4051958624820984,-2.115341304785284,1.7475891010051192,-1.5301638154916466,-1.7534019040076636,-1.4029495959775753,-2.7898422700517505,-1.854688247304896,-2.4347859179522837,-1.7239312445713857,-1.546486235799198,-2.14543809633725,2.578534645985756,-1.025292040660495,-0.883933369611385,-1.7149520090063588,-2.6414552637688944,-1.417927639711252,-2.3287722857963096,1.6517332233512272,-0.9302360083922143,-0.5200292642576337,-1.8056120886500895,-3.163417910442158,-3.20095922639188,-1.5269376510937334,1.4685270769913867,-1.9078412466090742,-2.1680742482734763,1.7454986360340683,0.11620500330027372,-2.057398527645517,-0.02195510622169008,-2.885289229437367,-1.9024147644991323,-2.3628830548314066,0.2725470960496527,-1.3816869120581496,-1.8075800620868077,-2.9553806981373634,-2.057358677058764,-2.0531357229713407,-2.5600789044431034,-2.483698336059322,-2.9129293200239896,-1.6301603886904736,-1.7366871261931676,0.20294274531348708,-0.7380875709788114,-2.0292442973930385,0.16494581681904225,-2.0287443726943555,-1.5882584479082706,-1.0256582382586747,0.29816194565354953,-0.33477633713206223,-3.2260070786726924,-1.792341679849075,-2.764222063097323,-0.9869135045606385,-0.37552684269803716,-2.1742619776482193,0.4814470692546043,-0.23941618856124297,-1.4129557583644186,-2.814932725346477,-3.631714713425699,-0.997514967499998,-1.3707219422316181,-1.8163714124991093,-0.9297907173168664,-3.0617026473550597,-1.0112778893498084,-2.763602670068717,-1.340003170275344,-1.4036286016009463,-0.0004500010930074278,-2.0886689334060518,-2.410592905211827,-2.2230131166139917,-2.764970738175377,-3.636504422136315,-1.7369014611391165,-3.4588481694497655,-3.2431987052564524,-2.800603350123984,-2.5169848819810037,-2.6905533429761963,0.9737680130739218,-0.9270926710403254,-1.5687995859641266,-1.546565316045308,-2.7824905519540835,-0.7350608350962073,-2.148946097407223,-3.1943245650667134,-2.6040038136448054,-2.7580397069553335,-2.366062777158042,-2.652651544020947,3.0276499635764273,-1.7746276100359304,-1.0666478031686761,-1.844993902856738,-2.9234729161888757,-2.5442760871345333,-0.18447840363451481,0.38681832895150325,-1.0924387724126379,-3.2999871813365833,-2.368774330107143,-3.135499285082905,-2.5942869744326504,-2.6999691932556162,-1.0607856787063947,-2.049967931147798,1.560622858952282,-3.600990824406306,0.2182957795668856,-1.5532317197617767,-1.9128422921391093,-1.8378975131158442,-2.5158036461036484,-0.9070889615557313,-0.8521832131184623,-3.108015219891406,-1.7849894618348698,-2.550510664900736,-1.5800787554960032,-1.808574441359719,-0.8642091479986767,-2.110325750962097,-1.2494629645929949,1.5782627122739104,1.5502095183359157,-0.7910838984193925,-1.712186217562942,-2.3095618415034447,-2.471781122766034,-1.9170138807168315,-1.8269344934709213,-3.0407480716705133,-2.5401638845210353,-0.4466670732155058,-1.204870184753424,-2.3078964714509507,-2.8665118271704095,-2.8773482004658426,-2.46959459437977,-1.8320846483483075,-1.8562380690025668,-1.9588073838793059,-0.434463654899087,-0.8999387396732709,-1.5354486647334211,-2.760087246597006,-2.6162890370109224,-1.6030844349475906,4.031167456934116,-2.536602367993722,-2.653223452969442,-2.042862335214341,-0.9701968449320021,-0.07763122643788442,0.4483070741038476,-1.8197326032096968,-2.4253872939835914,-2.312638933312868,-2.861046839402186,2.763099566215813,-1.8782042431732124,-1.519097418819343,-2.498284377625959,-2.526832227727263,-2.5655139014586203,1.5502310563606547,-2.7781563972189014,-1.9073240628243275,-2.9311259394358364,-2.5038116787582325,-1.427691843814718,-2.3592086887992973,-0.15227135356454283,-0.411426301067585,0.27752148287963857,-1.7646922989234561,-2.0328407926513847,-1.5292429781907235,-1.796291740519402,-3.1593973996429106,-1.301390905201114,-2.453015429333529,-2.809443026496624,-2.584438317592458,-2.1967173483311635,2.4516353021818755,2.7985860448242725,-2.3669296683651404,-1.614086014239596,-3.0438451536187787,-1.5196611433525198,-2.508805355918298,-3.843749611696691,0.80311972654097,2.6008230773503342,-1.3757645579137203,-3.113311408801008,-2.723483618656147,-1.0391379503996223,-2.169623584059676,-2.0738082639256725,-1.7691849197740888,-2.538643579506297,-0.6383100493902731,-1.5510052787627042,-2.879843411394052,-3.4671576443659213,-1.3554333029211454,-1.3865602367216714,0.9664428820104377,-3.0950553196741133,-2.3425418163940392,-3.52766007557933,-2.8634971767147435,-1.8696967091142467,-1.7683265656451184,-2.327567323002747,-0.5185219633814674,-2.215294935688563,-3.3070612684742926,-1.8445695429399038,-2.4977900746352373,-1.7570073074208845,-1.9060931245808554,-1.3007557959550236,4.791726592438603,-1.20870656088116,-2.2959218831984836,-1.8694201288778312,0.7657010884812823,-2.349422665982108,-1.8305020964957215,-2.7359657503537025,-2.3983850284242534,-1.7115245314371221,-1.5904006187489288,-1.8875072864891436,-0.15310191055053593,-1.082736456911682,-2.032490442332512,-2.078226414598282,-2.7063094314297556,-2.502554180233489,-1.1971475627307369,-2.0323781866043054,-1.875956241528168,-2.2876021501933264,-2.308099342069885,-1.8229201905199757,-2.6210794495041316,-0.7651823968965891,-2.1547090328844907,-1.1672267967009096,-2.5855526945957212,-2.4020698866864736,-2.285022786613467,-1.6128456135513083,0.8610842760742737,-3.6775140976834324,1.7885443607792657,-3.0392148333592393,0.3937098331122051,-1.250111781903136,1.2723232454098277,-2.1357783010515097,-1.7215224451683024,-2.0645479302689203,-2.1000503464795552,-3.2550078832012668,-0.34859500176112485,-0.33262403915323335,-2.0593784778241955,0.6127483761078877,-1.0608083851939303,-1.7680661610900328,-0.8948647392977915,-1.4976815513792667,1.7987544633767059,1.5592509640826904,-2.075233912865652,-1.478947599800856,3.616524606520414,-1.2764166661332863,-1.7934441662132579,-1.1352117806025244,2.3419181697155866,-2.8071719143622675,-2.7708103265569077,-0.31650518842120867,-2.799186546117254,-1.9926623335874314,-2.253999482365798,-2.453168767936371,-3.5026081564900675,1.6378937877985849,-3.338691401174053,-2.98666880233074,3.108526485085133,-2.2279101531332492,-0.9619793230581375,-1.6538386667364644,-0.11793052696716645,0.07187723825517604,-2.134900076044315,-0.17098940464008627,-2.7013557364237055,-2.645669597188012,-0.9372199778026566,-2.3984835521323022,-2.7364391238558556,-1.50777860745047,-2.740236830729282,1.4014484372704479,-1.7946099494419399,0.9851726445027743,-2.4413855197539447,-1.705769813201224,-1.6403387078542615,-0.7200675777829912,0.18317996390695182,-2.0076518785381348,-1.3978728641815188,-1.705053599191925,-1.4228083506119278,-2.4483167540101785,-2.2128501528692386,-2.1925280575622605,-2.9501083727273696,-2.481240536060169,-2.704391672932383,-1.6180899808715326,-0.8932633244606896,4.5597825223616395,2.553546087412785,-2.257982169392722,-2.1117371824848727,-1.312733585518773,1.8174361854394943,-2.1833075544373113,-2.6645208713163253,-2.642185751739078,-1.9189801833710292,-0.3285657147601991,-2.4639284395605725,-1.9831162261133501,3.0758659240667026,2.486038229227405,-2.53290369442914,-0.21002415436411526,-1.240050943381131,-2.936519766934352,-0.5971324515818581,-1.6640854892454657,-1.4388149244225192,-2.4604760836672623,0.04480103550185471,3.144163939973218,-1.9779896469125644,2.405181034867592,-0.3767377356117158,0.15194398563781936,-1.519870954563117,-2.70496909965428,-1.8860763091541521,2.639155464302758,0.6348829370581207,-1.5942235800181948,-1.592487497552505,-3.227874318784333,-1.9833667694144166,-1.8434241539893348,-2.5050418316181924,-2.909684293897295,-2.115238230554096,-1.473021238670463,-2.793097170169713,-2.2628345367349127,-1.1594936011640493,0.3000930162972382,-0.11014896996008847,-1.7823755943701782,-2.211473143067124,-1.8567555618728624,-2.1159167614461807,-1.2327522452839352,0.3707212897138221,-2.149760620043692,0.6679400560835819,3.044900022599459,-2.507397174524966,-0.76786870660748,-2.3597765203279075,-2.4444186457625205,-0.721128661185598,-2.4557853063440214,-2.484610872925018,-1.5514009240327165,-2.9309994442732914,-2.4789289403185486,-0.0180906488948741,-3.1759550229410687,-1.3926206391903593,-3.3048150146070205,-0.8671407692801967,-2.45723272306386,-1.1409272587126684,-3.699099255797185,-3.4717782150207634,1.1234277910223212,-2.064367782468612,-2.1916018770853922,0.21001859315821428,-3.017905843051172,-1.6795110514014977,-1.5481203883463948,-3.220705837741082,-2.3432942861434736,-1.6298141301398015,0.25152872864048736,-2.9982768446801753,-2.1529290678565856,-2.539523340217198,-1.652072619723044,-0.9981227238404069,0.9681289335030234,-1.207836005035011,-0.7334589575955927,-2.4841701014254074,-1.1188650426214655,-3.2169574406427177,-0.10161730443710998,-2.099386711679774,0.01285696938500307,-2.5110409909531777,-3.099776451944573,-3.5048601602581217,-1.3079045862082268,-2.0382598140011834,-1.7347937942616334,-1.846935051646678,-2.6764192838972547,0.4865804275684512,-2.2566828303806723,-1.5659744299905833,-1.7373199056478614,-2.279311169718309,-1.4742566029655317,-2.293296050053698,-2.155388759381715,1.2970032165899659,-0.8551508185024982,0.20269679180922434,-1.681222028812763,-2.699575158384078,-1.9463749362670208,-0.22348179371933613,-2.4288802550743522,-2.6996661479154804,-3.181260605640741,-1.8022944338223015,-2.330495408002257,-2.5113492062213765,-2.132080274547198,0.1453409807267084,-2.674453667771198,-1.0898520240825644,-2.8538423314624204,1.251598574272605,-2.6956523183197127,-2.3478896125642468,-2.3302398038935443,-2.555478717736481,1.353388382650438,0.17213004791928435,-1.5752635786619535,-3.201356059279897,-3.015752212091161,-0.8413306691228354,-1.9566022224645399,-0.18021676687765803,-2.879797733833577,-2.1038070528118924,-0.45001536123244146,-1.1803259528345542,-2.584154185929901,-2.9324049029397923,-2.0667153085467223,-2.788556467975956,2.392792573930044,-2.3353138564297105,-0.6775142541750578,-1.2787418216564448,0.34021757776863737,-2.2572176046872428,0.13946320490621192,-0.7722357963331833,-1.1017949302562549,1.498769962283391,0.7326891127221455,3.3645635606471314,-0.07402213316183581,1.9004441085274562,0.03160297867116767,-0.7798192963384729,3.517335489446099,0.2812020165898121,-0.9958729465993932,3.07148131931444,0.15145931781239394,-1.6400534144206187,3.808828296758265,1.9540667572562986,-1.4883533613712872,2.382889251469793,-1.0879363000135402,0.6334584341530809,-1.2865096217863714,1.1654854750254817,-1.064157826695437,2.578076221174898,2.80002421351576,1.4446103048502423,0.06719683528248312,2.6513828973595643,1.7198576500228444,2.5593971721195308,0.8928833304747461,-0.24119247517038658,-1.258881632392204,1.954163926902933,0.16605883517151765,0.578698959240644,-0.12604066092171698,-2.1833522292053096,-0.5552125907699701,1.2047327234632947,-0.4407825590242674,-0.6673653593067331,-0.659666541011804,-0.4906800355954905,-2.1013480696209705,1.2824835657953095,0.12478766233104029,-0.9529637160628724,0.4195873573436749,0.9686955832175703,0.13914688575998435,-1.0275085606040224,0.728101486356236,1.7120393839106445,3.4838362178453437,2.9087151979651047,0.8825442415219074,0.045221341494042354,-2.3978753390330754,-1.4890777423673935,-0.22301229765790406,-2.2322631679912184,2.8926126915080337,-1.2800816191302835,1.0727557112446282,1.8815091520109684,1.1879421165042334,0.8960053385983259,0.7357560194104839,-1.308874650666419,-1.3112635988730788,0.3092279261275245,0.06106677487018049,2.65451964232868,-1.574728225508636,-1.4005658146074056,-1.809661480691316,1.051882717356814,-0.029804298108358,-2.6039386947212915,-0.35353210754214637,1.5082999540561581,-0.7719276733708704,-0.6376703169185448,0.9393296630793051,-0.8684195417196198,2.1579043877168402,1.5620339596733959,1.6391764346007247,-2.2378606952477487,0.15770307186407187,-1.3669759799918249,-1.0767757453486886,3.433285293986571,2.252817040191049,-0.9946663322615745,0.004657226938914962,-0.4456212469606467,-0.7631753522893854,0.17897064421472642,-1.9178756253336497,-0.7465147671260299,-2.050383679167912,0.5827471275608587,-1.671697199610232,1.246607584526283,2.377611995456359,-1.1430501741021102,0.5279799915603959,-1.2212826832736279,-0.6082156738517696,-0.7878378082090463,0.3434823037035836,0.22104712469670815,-1.373790344018384,1.3860814276131503,-1.3832426518666818,-1.752613250743403,-1.959231368290823,0.6700308649245065,1.7021086076286698,0.581721359771411,2.986753268061922,0.14748922523333807,-0.07860391332868484,-1.077100074236671,4.519872722291347,2.5118997634234046,-1.9893213282251327,-0.37184458834534895,-1.1541411775207382,3.0675443587138207,-0.5355862001958579,-0.6156410235128341,-0.0072433023255722056,1.757727879439608,5.884284172549454,-1.6926009383884566,0.3226162610739626,-0.5110854919687502,-0.02162306352683627,1.2462078907199916,1.0568280245455186,3.8060815494359272,-0.7718415691591574,1.1711907924185565,-1.341474280675574,-1.589397442124211,-0.740741501616324,0.41613662872647966,-0.010990405694255651,1.693892336912643,1.623606395680019,2.1450273618877107,1.640099635180629,-1.1571932167627603,-2.3445240317309834,-0.6938707810106269,-1.131306878074496,1.3654723378563929,2.984247536571048,1.4893410154601263,0.7330859276146323,0.9227184657851392,1.518087054592266,0.3104908060247592,-1.936875750002489,0.7117976484823749,2.849727163588324,1.7766676906446457,-1.3019690066460377,1.5956406981876585,2.711285818698106,0.7269661784767675,0.1522640147474065,1.6686370836296047,-1.569649056090966,-1.4434800405403048,-1.1951703966114722,-0.997014518724419,-1.6985588946055004,1.7192563627460193,-1.1882740266024465,-1.2358437438888,-0.14951929951668935,-0.571777982691195,-1.3041238525925003,-1.511858485896675,2.0679351399186205,2.0878412769599,-0.6687395729785502,-1.367489133281341,1.0611418982244825,-0.176868138671523,0.9777734112748296,0.7015712244245395,-0.7400397401124308,-2.2188467040039614,-0.7613355939118607,1.3596606428862807,2.6810186038905823,0.7989580643635958,0.09228573471908205,0.9648027566155322,-2.6443484667777843,-0.25932377379546173,0.764126991092995,2.0146985573927703,-0.7502915224218026,-1.4468751879624902,1.6144563438949937,2.164611162308334,0.4097972189978192,2.839898107185033,3.280881858274526,1.1362102633957851,-1.4721551063254787,1.4410325561757154,-1.4518426640215893,0.10532864303622926,-1.647293964421899,3.540548592411012,0.3881027597816476,-1.6309758209515621,0.6002245573218981,1.0890595305582276,0.06669460330213486,-0.3827484128471705,0.49172372251456736,-2.260585385943351,3.7021457340083637,2.6774765223300263,-0.20897124137942086,-1.2933219372551592,2.4379224920275657,0.24005012046382287,0.5757197870938345,-2.147220542913006,1.8994293830694995,-0.003900433012590596,0.634060374106886,0.9240885707062578,-0.7908398618843873,1.6261349189382661,-1.5406424372576357,-0.17907321690101555,-1.608557242631573,2.275185840577693,-0.7028561122282673,-0.34403415217160477,-1.5746663919431703,3.024972690691447,-1.7658481459680009,0.9366847446443543,0.9507085427665632,0.22426849337344815,-0.7686042365320999,0.7152247590961056,-0.08411403598529783,3.4669523959718775,-0.3632404536392837,-1.4260851265984038,-1.080787854525972,0.7253438631627539,-0.19207825239852588,-2.2765851287430268,-0.1808204069299136,-0.9724754107595073,2.045881315268523,1.1632435637865677,-1.3944033309918058,-0.8340969822292599,-1.272763900159429,-0.955792484451567,3.5352569945153083,0.5092908250965031,-2.0418565038689014,0.31949798582950917,2.44694120339148,-0.3547010364123761,1.7761826593480927,0.5946721443048634,0.7301743695933237,3.4373051757450765,-0.1999245186516999,1.0735642736828181,1.0909969763996255,0.1976639529275458,-0.11995633541153247,0.33910509883189344,-1.1436869721041125,-1.7749233163676832,-1.9963582606620287,1.2089125403710261,0.7467779248697657,1.9494734392760478,-0.9682438632690887,-0.3810592694889298,-1.0685071873462137,-0.5577320018462536,-1.214945479197658,3.981804094790916,3.7161402213232817,-0.7336173126813262,3.151754058925509,-1.6617350981655743,5.580450641245433,-1.096336017399566,-2.1902263585399577,-0.02261803941865864,0.5841930052013576,0.5597456798056298,2.4596110024504148,1.9472685339614946,3.0954914465176278,0.06565759857186608,-1.8224806889895009,2.3152217639638493,0.9156345661399797,-0.06582305904246352,0.15052132562572257,-1.0913955206038737,3.3577994192316507,2.8663423377556754,1.5593683827962848,4.395643082147671,-0.7339880988745374,-0.1847457443520604,2.1785357814850412,-0.7127361661308903,-0.9731134672320463,2.1478842079886666,0.3896238298625764,3.9248215366103123,2.4480980739612486,5.895737559727028,-1.3696674222273075,-1.8306432114614222,-1.2370067277907402,2.944566115157817,-1.633274827275479,4.512115879388418,6.522152254133781,0.30107483925767836,-0.3545821596469014,2.1679950295631216,-2.3962676453249507,0.7330362511756188,-1.6842647995781204,-1.770174217067745,1.5022393525935427,-1.0279516055231237,-0.5516404360198619,3.0052432221121586,-1.3578468624774154,2.422728624000717,-0.5435695492722652,3.1115486924059605,-1.7250243824012446,0.9395143587196204,-1.5147898739245385,1.4575200577151786,1.4631299842619878,-0.8987884074463884,-2.3400423285873964,-2.0630438899324286,-1.6165059962036585,1.6257740224850197,-2.103457440728449,2.6880886300182296,1.9129192326005924,3.8815125590348165,-1.0619903583449817,2.9697992125934185,0.29239483449302706,-2.1257038817384886,-1.6643882047302565,-0.8079022453497725,1.0333776064764,0.4686214009082149,-0.13424156372617524,-2.0715411865469133,2.3521051441885783,1.6180106668482077,0.07667611904180953,1.959827855058729,0.5497218545327315,0.7776296059825959,3.60972350288041,0.522083017006133,0.9580489221556968,-1.1280675412043986,-2.152904503120895,1.1180450403792914,-0.8304845813457966,3.272632463082045,1.3187388718536264,-1.5245903157043879,0.0027615315966988472,-0.6117907138388966,1.212123775244299,3.356057687132656,-1.4784866174526008,-0.5238208155218822,-0.06416819754496916,2.061032531542527,1.8098162088902,-0.9530845282268681,2.165992525568613,-0.04718757183179097,-1.0758113784573744,0.08476589116311378,3.457388647552084,1.1416319660974479,-0.936455036834287,-1.0293988574770654,-2.1031321348734484,2.4620259449835404,1.999348436117137,-1.4246760346901457,-0.2124181305274613,1.862903811307659,0.18530045372425033,1.1423411511510335,-1.2140078504245435,0.2100687103282364,-0.8687823358777735,1.0563770547805398,2.3518858866455727,-0.878417642358384,-1.5226088425159978,-1.5177857047221868,0.6933023251344296,-0.14667867257683886,2.173317587738316,-1.8387441748190838,0.7964516011086706,-0.10156214205833906,-1.0440951325473933,4.798996265806198,1.585049920666483,2.5896409676090104,0.3890684377995911,-0.05419266176506354,-2.007819502173377,-1.7848174295119443,2.384438375309852,1.1719672484846655,0.4217667316024217,-0.11878732630184867,1.2476297467878392,0.03290597506437738,1.617960879391443,2.965710942565998,1.4215428498280753,0.10640106853154073,-1.3206962749148072,-1.745745693920282,1.2592847516415973,-1.1550464802526497,0.5583431687510263,1.6351744195986213,-1.924611049640855,0.5718078615315381,1.94377112867281,0.6079391095232126,-0.03637216241900595,0.4627222119239816,5.381134770228764,0.7534197443807621,-0.737957563834589,0.9241298566697765,-1.1306396535890901,-0.8510217270966944,2.1838071991713086,-0.2728422179716985,2.789920982083568,-0.6405352901839027,-1.2976451097669588,-0.41972761102612544,1.164154910182402,-1.5806543340956603,2.5889466968201553,-2.1837375657889986,2.258022197274947,0.8537040027448191,-1.8109952863228913,-0.9694038958882862,-0.9074111157199004,-0.3795116051022749,-0.3760670225462981,-1.5918819417154273,4.1649759150941765,-0.4958407496476639,4.3272974594111515,2.308341721659598,-0.6755707682223088,1.0744829044214699,0.7315495481790533,2.3113641942286085,-0.11269728857016041,-0.5037426757006016,1.1021361724124663,0.35990447876652676,0.9287061918008076,-1.192672517903984,0.16813070092938961,-1.7077001516045414,-1.1104558590457463,1.2313735153045058,-0.18889940674842284,-2.0152750523104923,0.2665513626566229,0.7248045549366908,3.216444996626911,-0.699715888637991,4.030055596841936,0.5642342151773753,-0.7194906600131161,0.48486285397191187,3.761448738415107,3.433135354976716,2.863816872869554,1.192346745917714,0.9704817129868512,-1.5694840741779186,0.0762962990161846,-1.6304185691178357,0.1909063394665001,0.32740615402693435,3.0725030711694337,0.439340295297099,1.278281191004235,1.7317467133250726,-1.3300032995126683,2.5091650886839822,-1.9918786063366316,-0.9635777288492148,2.7388972035415735,-1.1544061574529672,2.0034215582460897,5.599888805656386,3.634138201742523,0.9837716658599313,-1.2155327745787279,-1.0933056665351266,1.3726502886020335,4.176501733623479,3.300421865506182,1.726401410213935,-0.5884367212425948,2.969899300060835,0.4020182347838424,-1.3672288214843744,-1.3783833576354576,2.520254789376893,3.500432012447305,1.3511385521317012,1.2607821537180912,-1.8653594340142432,-0.09566168241063557,2.7595090930362933,-0.7177678256505361,3.2479796133586327,0.15880767930011425,-1.8859458327875942,2.1904610044416373,0.48433830692473157,2.6022391523004904,1.0238010317974309,3.5830567842497563,2.0850669972765212,1.3370804994311354,-1.451024351840548,2.2492629348103126,2.688218391342324,-1.0499497797285293,-0.6840847154959635,-0.4408381179923155,5.351352232679203,2.795297271354565,-1.5634464239324533,1.7699608166867633,0.9150092506254862,-0.43805821953359775,0.3448836078797478,0.04014089547517511,-0.6296728029382114,0.3546344236259163,2.6643928804518384,0.8535902354545148,4.484731479988027,1.0597975871461627,-0.21176763404961169,0.9240989790933974,-0.32600392739755546,-1.680252084843839,-0.7959892900421713,4.1756508066034295,-1.7487956431823124,-0.8709744456474838,-1.4531010356597072,0.4836263003922459,0.8543737331100746,4.9207610826447725,-1.330541570992492,0.33921471463513075,-1.6574961192706346,-0.7065611858506178,-0.5983802324835173,-0.5917284190094663,0.36633701111661787,-1.5495702739768833,0.2068455417625942,1.5094666365646066,-1.5533930241025133,-1.5171991626496835,1.8901058649156484,2.5172156874237763,3.293470523999924,1.732644549843347,-0.4551863357189273,1.7186482373721377,-1.1532036902862437,0.1298221232780233,1.2689452561075238,1.5803626749474249,-0.920939630104827,-2.1455739520923194,-0.652249870661861,0.12011139112493413,2.0374765692469228,1.094887067798537,0.14811000316089912,-0.743937559895953,-2.0825748471978898,1.0797517021225806,-0.9613867805179555,-0.9851673931779503,-0.6625942496263649,-1.2745558975441358,-1.5570614730753762,1.0137469492864637,-0.5016158699782843,-1.7991975398583142,2.2220763112781885,0.93685154059226,-1.9206523189923237,-1.2077413069547644,0.0882494631747005,0.29076364918100894,0.6117289441092941,3.307013055871719,1.890354954502351,0.5205010522407513,-0.25028906993133676,1.9319754996942085,2.023330098488956,3.8475821859644004,-1.6341549432145412,3.0162781251676853,-1.2625716960367523,-0.09235448336051637,-1.1420113661555091,0.6919304615034857,1.4087031372379868,-1.6009749624106269,-0.047078424293833465,-1.3555128790558717,0.6356134700031748,-0.39256359525715306,0.03990589043862014,0.7730787317534672,-1.5653484930764054,-0.5650515466131746,-0.678831319114064,0.14967998453625134,-0.9414983507464573,-1.893485609142947,4.959386317635551,1.4948050396369443,-0.5765093337953751,-1.1068378425294536,-0.863342874343361,-0.12051096912836663,-0.4174117367613465,-0.6047879615013235,1.3617983166583119,-0.40342656569164514,1.3505630391600176,4.3226147317105434,1.4114451074379364,-1.5605393485545507,-0.6204185011463611,3.232672582352166,-1.0780178832078184,-0.7075217386067632,-0.3633304846362395,2.7942553892608424,0.7176214564186943,-0.4290324815957582,2.913806898905366,2.4813649728566847,1.7536067907976365,0.6183550340241761,0.3824172339466999,1.2409207579705321,-0.7427576694419521,0.16167812186753913,1.6628386807802433,1.9543899932240834,1.721357682898878,-0.7447210356936568,1.0186566927201397,-0.25384769437989435,-0.5603386462617497,0.0064960021564289625,-0.7380180953386016,0.38619188046053543,-1.7775367285594381,1.2038222959867921,2.354440086167532,1.5503091947083247,0.2433747000294103,-0.14287307432533636,-1.5417206149898655,-0.14632451444834974,0.4943473931235996,-1.0710653348729955,-1.7014768337666366,-1.3459599251453616,-1.6940764619006259,-1.4215667491760722,0.020495995078668984,0.09042349640411435,2.9692904479595015,-0.231998642361818,2.621484601459672,1.0995753570626583,-1.8639297025356505,-1.3046612940538223,-0.43807423424172925,-2.235782935953282,3.9928061407930278,-0.9567024791742873,-0.4612108391371007,1.145582616075501,-0.8821287569287121,0.44415457059401553,4.101456031210743,0.1262608435732347,1.1291156577007038,0.7336473489948576,-0.5361536494784466,0.47040746868150174,-0.281120839398129,-0.20466796047279145,-0.8266044756840869,2.9313859218489946,-1.6406326805115692,-0.7314874546873901,-0.8715575825012281,2.4277788428334253,-0.6766054703908961,1.378247453394909,-0.27352173581136996,-1.9915584523936205,-0.23831580852780004,2.3523441996203975,-1.1752077472563032,1.7129094815107182,1.0926858342051335,1.2939878717778304,3.979959325314429,-0.31804062861722937,-1.767895275885337,1.8191193385214333,1.2210075302681986,-0.3913637496900718,2.361161097815561,3.0164287085909445,0.8861385709842983,-1.2221629647113808,2.223295421629004,2.1002102247189343,-1.393530064381791,-0.45087526906895514,-1.1833874018344803,-0.38279423015522146,-0.8638040321914702,2.870245749360086,1.1610117820967794,2.0751010601407933,-1.4725834640230864,3.0570207112549976,-1.2609690270859386,-0.7489328501863445,-1.134819716744704,-0.6854767485116668,3.661080473692894,1.8331717880987364,4.6276133364737655,1.1606072992317766,0.5783105755590068,-0.6551840350228005,3.448666784584597,1.817334034094387,1.4243818399108774,0.14815931779686728,-0.6918943222902069,0.3882249360935399,-1.7385510768349155,3.231103283770131,1.6736494431083513,-1.5195802016505568,1.1731713062336906,1.386223035359986,2.534001897118782,1.4731682068090257,4.403516271052824,3.6681391612991283,-1.1265171199608628,-0.2512096441320006,3.010149029693508,2.5515598441658423,1.6138584494039603,2.0406069969051024,-0.1488675126822048,0.3815033970000536,0.011897676871228094,0.982932455599717,-0.9111532455348457,-1.8172484264427053,-1.114538608611581,-0.5103962323476546,2.112506231455886,2.701140785290331,-0.37661798266858276,2.2170224415896693,-0.0363620684247754,0.15653880393173694,1.3051438357794545,-0.20070466653238686,-1.815762792879073,1.0055866137411285,-0.3372658487127804,0.5805165987479938,-0.299391954054159,-1.0037937092689744,-1.8538878025872678,2.630339534361062,0.07705333968842404,2.076950279716336,-1.376980909164753,0.3159782589032619,2.2038343274233236,-1.2820732272450708,1.6456294295144458,2.2492954549359885,-1.2589053380854687,-0.6381966437319723,1.8377471066385442,-0.5942129067678753,4.12090277252773,2.846406865400273,1.4291762342545182,-0.2539414497149435,-0.5873454102260952,0.4660355280923387,-1.858462256053288,1.1487762401967887,0.01776739006597213,3.6807756433446324,2.7809888078059553,0.15806402040233478,3.119874312523764,-1.8790042495924912,-0.6532458462801722,0.9586928192121668,1.6805991678742311,1.0022167888612796,-0.09827776980943238,3.267467416577995,0.40323384878559865,0.2248796134466989,-1.2023533423846533,4.155881933832759,-0.899289796171474,-0.4793434406396835,-0.343843871572062,-1.421858035023119,-1.366283998370248,-1.367050735784148,0.8427426902753353,-1.3482360930845043,5.162007237618641,1.7559620655626902,3.1720547143138287,1.9949684033205937,1.4380976235416987,0.09753333588774481,3.980914772570577,1.8087618972147241,4.693203456481546,4.091815259724984,-1.016208336880137,0.23361228551548618,1.8297850614049915,-0.3578748400049112,0.7117757054591624,-0.628766214453716,-1.2544483667124267,-1.0319791739951707,-0.19042947189048393,-1.0599310860381193,2.3085038655826824,-2.098913287093432,3.325717177980898,-0.2290611718417808,-0.3890834095885928,-0.67668829762099,-0.8565727089071742,-0.666358506886323,0.7553586451559292,-0.18877716240345244,1.0181140662227677,1.8667059576364133,2.27450751823956,0.5832070300056095,-0.10998859660899896,-1.5021853093452169,-0.021350117198419383,-0.06531752123894007,-0.15479716719642875,2.7956413287774007,-2.0750208756583888,1.3734959376512277,1.6413650055521631,-1.3492183492872822,-0.24681366248749062,-0.7026597894539988,1.2181706604311764,1.2697954678380807,2.5442072640577207,-1.4573846496400893,-0.11563801089666793,-1.5566304480736919,-0.896177178931801,2.633439190096819,-1.8631180631274178,1.6958227278536497,-0.6842766293049298,-1.6497347276914935,1.9884033339338285,-0.3428466977585139,1.1144499509701091,0.5922654303127073,3.330140647799863,2.0683273843070067,0.06439796209838622,0.9607994405579767,0.9802466388435759,0.25508927486797917,4.468368640535744,-1.2762139887817032,-1.2328269615933087,-0.23203527659373768,-1.477248587588752,2.7121217598575815,-1.5301625296421146,-1.5214760293257803,0.4728552664357804,-0.06905609924995806,1.150080948315494,0.015335829720375747,-1.7401513021609618,1.439891516921256,3.4593171999854357,3.085097535158237,-0.8627008010005208,2.8595611522222577,0.005851818299655967,0.6669209746755089,0.5681000049375171,3.259282906446322,1.0960670257889926,-0.2384744224070495,-1.3846201178220598,0.7729400161298613,2.0866302631381255,-0.22315781908346644,-0.5430914670525483,-1.5491753705658726,-0.5035936084697847,-0.4566048292409039,1.561071399889109,3.4865842278758548,-0.22727627523018215,0.06749668161356481,-0.10770693619173215,-1.4095296134585307,1.4930896042814434,-0.969224601146368,-1.2709849288203714,1.6359797403798317,-0.8768524200945235,2.1565874308205646,4.939270083926031,-0.26994869931283516,1.7688955053229223,-1.1019777701535098,-0.9322380265254453,0.20196449061927416,-1.016422169449306,-0.08565575051788293,-0.4919635004728297,4.866166632448365,0.8929626905887774,4.434341814902125,1.437909548776393,-1.345673310985191,4.168668684338942,0.8405167978442762,4.007447412914558,-0.3052245629822919,1.6865496293253663,0.3063975711695348,1.2400395974375034,0.18281275515763032,1.4680895666439229,-0.8127182552772074,1.736572004442334,2.224650777902703,0.0463119404236334,-1.083426538864543,1.4671811111616162,-1.2389206545322702,0.5088596760404575,-1.3683297585884266,-0.47688153899757635,0.08912838336473561,3.3894750977092296,-1.1020431846319503,2.6193165806282273,-1.4870680160607461,0.30221353409250024,1.6995701350858485,-0.8163090046238618,-1.4950580228020816,0.6972357010897685,-1.2528241168053806,0.6915304342920848,-0.5350566932618215,1.2321397805601904,-0.9935078430679755,-1.118467080028769,-2.246334030719572,-1.214086297771923,1.2772744918749201,-1.7178055640198662,3.2800322583897192,3.263383128582846,-0.7640140173938595,-1.58699008760332,-0.99467521000099,0.7834017079325445,2.204921195477738,3.1545385598106668,0.018631254845975116,0.5739777269150391,-1.0248112609264035,-1.2983051841614868,-0.6421851962146549,3.574534952684864,0.961349425879889,-0.3048513916608058,2.8198648930244334,2.5878328463856026,1.6586040113663996,4.155916723735356,-0.1469733861224669,-1.2044859289748564,-1.2508017446403434,3.577946597384992,-0.8513233952503609,0.546874945373505,0.46189900200671496,1.3060716653404942,1.7403779107685684,0.7443349344946402,-1.0703063698024073,1.988125024730431,-1.8073065351480557,-1.014785923557656,0.07378895652740813,-0.8930428169407768,-1.6125532776959386,-0.716948018923574,-0.37529876349168156,1.3610579635227642,2.1661183488781925,-1.892309674038702,2.887951725994363,-0.9924019573929372,1.5681362123432745,-0.8557798298754958,-0.8931856030114161,0.2107344082354659,0.019736105164077106,1.2108987633487793,4.170062254991109,0.15646622001164476,1.6199319601998683,-0.5246686627324776,2.861903176314166,-1.0917550873312927,2.9475963574225754,-0.06679192182809267,-1.0806425311845436,0.32607026712682097,-0.4296582005334465,1.7045104215041516,-1.584828765579468,1.6218696620079378,2.994649864032696,-0.6795218130009143,2.2413073909523358,1.2396978015721858,3.26061927662464,2.5717273320008354,-1.1224843898225336,-1.439519350855495,1.9253800366362745,-1.3664852723794707,3.214505432696562,1.1223243173468747,0.07190013408651598,0.8506880879133403,0.7512257321470021,1.5905869197160711,2.130783051895445,-0.34075125823810454,-1.7026289354323303,-0.24973603444102538,-1.4657059272202515,-0.6239771367652275,-1.6745008036071944,-1.1401964076843063,-0.6882345016456528,3.493876609116671,0.07547044906180522,3.801529903519751,-0.12805185395906818,-2.1587142375002975,-0.75690935174783,1.9586212402821463,-1.705272965666652,3.510478065981978,0.8622521160309554,-0.7885432074359009,1.3784734206716163,-0.11858083260003889,1.8186978602587702,0.5965232921848952,-0.37258553688243395,-1.0826353991266942,-0.9572983241266179,-1.3762232101301242,-0.5634429878279226,-2.067390983311731,0.4810080293448964,-0.43468299218453116,1.305690081944135,1.311954305600599,-0.2493548800268452,-1.981987192001332,1.5407906960383977,-0.3132160557470445,-0.562024241089801,2.5527634792699767,1.0709073669536333,-0.8785187144792732,2.523793397819109,-1.5163585366587067,0.5504329422857981,-1.9973049848096605,2.8895012401958917,-1.101275453368254,3.379155138683105,0.8317120438145535,2.955032344333364,3.3598636377289783,3.617209031713084,-2.254360297721123,-1.3867499006982629,0.5977673499818655,-0.7876557249174936,0.13972993388330512,1.2109095484493742,-1.281069984858751,-1.6299347343995816,-0.44133637340144916,-0.43828619787632084,1.2144852907793602,0.8105476600311198,0.10520646137543012,-1.931092025239662,-1.3714571942029445,2.922119796771575,-1.4413380581983932,-0.4593048901964375,-0.8968958746609612,-1.7790142430152833,-0.4271563986022861,-2.079562990662057,-1.0641620650885852,2.0785181400174726,-0.5171857819499321,2.7969288886246937,-0.8207578556398951,-1.488773379777673,-0.5415978985971701,-1.290247250675121,4.3199354626510384,-0.016127959041375137,-1.7130380571852581,3.0232970360361415,-0.3831987795249575,-1.4515686431575898,3.032959035703326,-1.9518942747999681,-1.9649173613954518,0.4584385576946268,1.5338280827373254,-1.290313820657705,-2.078594814558544,-2.3315079088484585,1.3225861490587763,-2.1402853095651717,-0.4596897573588643,-1.7870201559879324,0.7390437535418611,2.4633081439356785,1.7992491783244542,4.465903970122914,-0.4953995267995602,0.8539327857240103,2.7218772186996216,1.710652739546225,1.2476131863920286,-0.7596829375557623,-0.7955726214354607,1.3747400008679718,1.2616511086219535,0.25730312227773383,-0.8773599189703576,0.7856913801423305,2.5692667843977057,-0.5032629754353054,-1.2534077436765436,0.2938349382113266,3.7181917206371486,-1.3337643001637578,2.3860415299010356,0.5418728896637987,-0.936463798441435,-0.6139105511319393,-0.3204003304247893,3.3680327861707067,-0.28134633184329116,1.2214891082864847,-0.49018067011764505,-1.8132750542995004,1.2263598949191408,3.5279997627582627,-1.77139438001339,-0.15853971597180416,2.4935160871842186,1.9410986363046456,-1.2148641497558512,-0.03645560429490332,1.164414865224853,-0.9500196659576228,1.7300318024096586,2.4162253555168567,-0.7206932574867349,-0.5539057623060133,3.591522320603043,-1.2229166048949327,-1.6908546377173197,-1.977245751132232,-1.5821902596510324,0.6377228677389174,0.12841919978388414,3.5384146678960318,-2.3288974800480817,-1.671859814375845,3.7017828222863596,-2.3986731815809015,-0.9021870664421374,3.875264731190166,0.2719751660974206,1.2064081686709016,0.6949500280644633,0.9631351776843219,1.6903699118440472,1.4996991108189852,1.018101118834949,2.798948842078329,0.6960501822431681,1.1901814368508288,-0.723125999476587,0.8102471561924526,1.358888078534043,1.4586442107924134,1.7978694231872858,-0.37277133662112594,-1.3058418106371537,-0.25615008591130023,-1.455114220635043,3.3322171295114424,1.9166665049078728,-0.6669667433114682,0.21781504855511336,-0.8021763556266639,-0.1975347349946049,-0.11881939459302546,3.075436279583518,-0.8951021051158882,-1.6026283015356428,-1.0235831768295447,-1.0444418488795093,2.0798133399291108,1.9657850299765351,0.27508809853787064,3.0225707563570396,0.37552449546309424,0.8621742826332659,-1.2692082220482852,-1.791055274975926,0.0864564287294035,-0.8732442053900125,3.0519812831902495,0.25417402499931313,2.935386193976565,0.44935137641362205,0.7619741662968684,-0.9079676801622255,1.5397535783286598,-1.741877197782404,0.044523375101125424,0.44003313611659345,3.272167327253,-1.9000668493486732,0.6728422219986533,-0.12098148126191532,-0.5196556667225284,-2.0260701187468273,2.1581535226531874,-0.4074876674515344,-0.6885829666141408,2.8251267800107174,-0.7556636698031577,-0.36402059128831377,-0.9503688023689992,-1.2765579936746732,-0.9691300284838612,3.090713137782596,-1.466766724050871,-2.1551131288973084,1.0029130564569204,0.05799326663055265,1.4355879720300015,-1.2861829502440205,0.9619912667709912,-1.1147864887265013,1.9916259015806543,1.2256149844585278,-1.083553254743647,2.678910520133775,1.5716951255287892,4.375160972025242,-1.8189142988239217,2.043772280734618,-0.6048338234096235,-1.3234610514376162,-1.4351491479964327,-0.9110401475410341,-1.065001332579112,0.45262698935230344,0.8805387542342068,-1.9057925747761872,2.3836834105282843,2.494555354562071,-1.6942368481829981,0.2524670590519233,2.6483413075928364,-0.8085164688445388,1.4984112425219436,2.119902412369545,1.2154210576240472,-0.08374725706313389,-0.3376676765506023,2.7332954331214867,-0.14682605121898007,1.4504156469799454,-0.33503289355201427,0.39054115693938884,4.375121169767704,-0.9907750674585306,2.031677128777606,2.20315120905445,-1.6320776914068342,-1.0735423123904801,0.9248157250810185,2.7204259283864825,3.097432709058599,2.5876545899531704,1.9790389633818726,1.532581951976849,-1.2082832456297334,-0.25054376915961446,0.5001806189209886,-1.466749365002734,0.4490778580733804,0.5449279291699538,1.4526153306258887,-0.3540396127345928,0.6485153260691162,-1.1613953118717195,-1.669126549794421,0.5971738742068443,1.211044471159271,0.520840400633919,1.96606907365081,-1.2005083280300437,-0.6685090938995152,-0.3749107818256225,-1.9274659786614872,-1.5356624639977163,1.0523371159685844,-1.492284708069296,-0.7867156845347111,1.4551920898253345,0.47455539534949637,-1.7388435288143516,1.5153630120471024,2.2450132346685754,3.761096702652853,-0.7414448420683877,-0.8436920142617701,-1.3627350514765586,-0.6493662107616887,-1.3895725501962053,3.0886601306558736,2.535672108555021,2.364388213574059,2.2357203679302686,-0.06775763207756749,-0.9579634199664668,3.4738845438547976,3.7324335891821487,2.882472162976933,-0.8124778419445972,-1.1446578440706363,2.9065534159029047,1.9742426036641672,0.2724685619517318,-0.43061795194834973,2.5336858958787736,1.2922285339900152,1.003570766165794,-1.7583850727660735,1.4239256786369692,3.6747396296989603,0.24349799392224478,3.7688757563156123,0.5405666590483827,-1.581466201115878,2.661274158437566,2.3068099457461373,-0.5089247204384026,-0.4810944817244293,-0.060032968184872734,0.5504771829940244,-1.468815017826166,-0.26919604416210324,-0.014451976444797001,3.882704145585091,2.2874515123356294,-1.6334751053853946,-1.404161196588202,3.552982630252912,-1.6221524737431874,0.8807128562954661,3.0516394563472877,-0.3538532664606847,0.5580666238944583,-1.4461482978418123,-0.9641306393250159,-0.8078341105219307,1.4532219151585142,-0.027747533875472095,3.053934104678466,0.03874346770183314,0.1034523203862099,1.1072402489312638,0.9711328738296456,-1.2802528234014914,0.6806700736027379,2.827187642903518,2.838427242020929,2.8948803448255567,-1.306458989517184,3.9026207199359764,2.7070666032190673,-1.9295134445828723,-0.7922896798934699,0.9990489785221777,1.676467713150898,-0.8548141513388863,-1.028584632094965,0.3830007612318298,-0.8702415401817372,0.6664975861765621,-0.6335837784381507,-1.6474671447337728,2.4945626090635225,-1.3077902833976984,-1.1432245771827447,-0.961003960774082,2.8993803561041034,-1.7932753398402976,-0.48798789177573465,-1.062714629681777,-2.239086173288971,2.4512417410359935,2.6783634029692935,0.16611967399281533,-0.07352348745424436,2.034945988945354,3.1449330467662833,-1.439917732233733,-1.2583007609363637,0.5198597237759871,-2.470226561467269,-1.064792452686239,-1.0048030069716332,1.087226164238448,-1.720713937416049,-1.1276289848600805,-0.8641290620696404,0.5783517392032036,-1.42421438957037,-1.0651211446333542,0.0019273520466501063,-1.4814728409400608,-1.0441919612246862,0.37884276606999523,6.214115145497703,1.0110602518376135,-0.6895381541141967,-0.7990570308996636,4.614270229678952,-0.1727515398338327,0.015067622206022672,-1.1731797624250837,0.2544980722969856,0.25332534001819,-1.8706470135442281,-1.00073169945779,0.16536090409611107,1.6164955939658554,-0.6044324892488054,1.4985029575635311,2.367976624925943,-1.8360101473287358,0.8308830134335877,2.310916233246957,4.130360054379797,-1.557726908842367,-1.9358411491600835,3.0256378694923103,-0.6096121394624572,-0.7677989141799653,1.192696937200668,-0.6379814470990631,2.253934938312221,0.7335990728521736,-1.3058948220785558,-0.9401651774706961,-0.768180296699308,-1.707770795832818,-1.5006406731390882,-0.26153882142654594,0.4693524867620501,1.7802643068882589,0.751722357688974,1.1252040774085512,-0.01817035822062416,-0.3745812668253033,1.6327113419738624,2.2905624830722107,2.6930773544531146,-0.10991660078421428,1.7378034363113342,3.3278860459789823,0.187199057105273,-1.3728608902222128,0.5065242388883756,2.5220643072935225,0.37423018858724644,1.665187324451874,4.402390360096401,-0.40976205548661376,1.6698840305812601,1.101538332138588,4.009124849728649,2.510153804825407,0.10985229859711099,0.6804978291379263,3.5899949106069333,1.5833485953334636,0.5876708674264813,-1.2885607088258806,2.813074464581692,0.08377952865185316,-0.6793441675884024,-1.694713071297143,1.5947438035165664,-1.1411882275796104,-0.15969035306931414,-0.21943500729586923,-0.7137806797508043,1.4884907847584101,-1.6192859257922316,0.10179896302796568,4.035555912884486,2.4561258333824343,1.6614982349450835,-0.22003436383875755,2.2130781755214164,-1.101364157657967,0.2180760051689658,0.7399003153803686,1.8075912634940627,-0.04408212123324395,3.3965514669502688,0.2545219909214884,-2.061501211476998,-0.1393697048586687,1.976210044770252,0.25594750211649214,-0.23321881228772648,-0.9571646809052291,-1.520535083156971,2.9978330901198476,-1.576726303751459,-0.0515502758156347,2.6946118107580563,2.417544590090213,-0.056238184380799965,4.435952372801482,-0.9406528197946857,2.477709954636145,-1.7736387359799175,3.706468142119892,5.150340741892299,3.9163408603332033,0.3139491562069804,-1.4915090443797832,2.096610853777491,0.48916194605452556,4.00059613611288,-1.0711195976871928,0.41566310384783667,3.5532647160059057,-1.0100241176192237,-0.18013856356975794,1.9416460109626306,0.8966213539746499,-0.46590803311502665,-0.9540660303284387,1.9812726358228894,1.1980805474808784,3.303217830061703,-0.35617665112457575,0.39587445103061203,0.8171286540119187,-2.4028139116511746,2.4706080033505935,-1.8902696016240752,-0.4107049111818367,0.3924144860285714,-1.0136815623603366,-1.918204031175451,4.825256950051067,-0.05234801188697143,0.13913913187613222,-0.12759953025442922,0.5727926340896364,-0.8203085337273262,1.0912249157001113,3.460401301222051,2.500923764627634,1.4824457561860689,3.007165706722266,2.9431037797388546,4.381010598027532,-0.7215055994090585,0.5666901332510146,-0.6160917535545191,-1.1537886041307583,3.3222899556997065,-0.3237350715721225,3.8899347444780776,4.621996103293026,0.5726352261607547,-1.1439926417142465,-0.49159960571372,1.870915481534294,-0.7561509522008832,2.812949259066968,0.5250427208035319,3.1024314282650316,-2.0383886955369603,-0.7782302034380745,1.883895367276562,-1.4946984315479588,2.424834513053599,0.9079885566036504,-0.42863227541405946,-1.3470898779862417,-1.8777450857696911,1.3589307155281642,-0.12451245873817365,-0.35265994556789426,3.3436410754675827,0.5363455769677618,0.065440657476799,-0.8335962528399705,2.320024209513046,-1.460409016302452,-1.17066642272826,-1.0765027435764531,1.3806197953341741,1.4680083487134161,-1.2845145701856673,-0.5285091548113936,-1.6308705020399217,3.0185302106948457,2.505567567865364,3.33374827571407,1.5465946635017813,4.312045618048589,1.3361653783370908,-0.5682046620631565,-1.3691735399057243,-0.3337155949412265,-2.137988549198037,-0.9481309609918508,-1.5438190175142923,-0.011760012673930514,3.403262411191853,-1.5476066966841355,-2.179532902786673,-1.1447102575141752,-0.015624282390584112,3.420040588862183,1.0154691407972622,-0.8404813953159981,3.5605734714294743,1.9284694594023943,-1.4460536797997319,0.3547717437307481,2.4938123977052906,-0.6049823886166201,-1.4204514087814206,-1.4872436476251092,-0.6814937897482738,1.8011290597409464,2.333422828234165,0.3889539083774102,0.1785259165781533,1.7954888069212238,3.5749548286098793,0.21571216370319607,1.8080622376706998,-0.336816384322037,-1.1244973405162046,0.06793681285604662,1.3605970166500825,0.7824255479780557,-0.03715883875167974,3.647867986320922,-0.8752721239330368,2.6229514611354663,1.5468413341385987,-0.7751547776520978,-0.17206133729973508,0.1680614938836401,0.15863891236951302,1.1807730245848345,4.734413133406658,-0.1692976970361346,-1.4549973200807371,0.8597674727925608,0.32117221025151355,0.6089112252857242,-2.15044988066422,-0.8077128541091081,-1.5715663737456493,-1.3084032384825086,2.000619631701687,0.9207520024278978,1.8739826819385441,-0.14017576211229407,2.394550420974383,-0.7599209184172053,-0.6516631486180278,0.43037172087143666,-1.8741670420610494,-1.7056074890812292,-0.1435300712227889,-1.2327849480756983,-0.48104861564603657,0.7992313332938715,0.1398440143104384,-1.401201399710388,3.063731290211602,1.8159616441607265,1.6146545108500538,0.013152533380408565,0.7855201090209352,-2.020281003704329,1.5878628978319609,-1.9895093932350918,-1.140858108488973,-1.775755866918353,2.826663110860972,-0.5311309826838636,-1.1150580925391878,0.12464034190821927,1.8574474522693756,-0.44960830357229664,0.6363141125579628,-1.024330704495375,0.9555484130548055,-0.34133394722999316,0.897368861464394,-1.2350239889827865,1.9470667996623945,2.4440901402587567,1.4205562405326861,-1.5219184908114436,-0.12865361396907224,-1.890776170264297,-0.429700118057766,-1.1054811533531892,0.5861299140004067,3.355041191074802,-0.4972841019086589,0.3319549273632324,-0.46864902174328615,-0.25521878209346344,0.8170365915252613,0.39394768574483036,-0.08456348360430087,2.315538308875274,0.13298831509704795,1.4697876376066388,0.6735912543242379,3.812722440974561,1.7861307555480093,4.129327186072471,4.526266734182257,-2.2066456750241565,2.5249053634924232,0.02566663202606687,0.25460738050683773,0.6236480104454909,-1.4972270140711432,2.29458818362882,1.3817977490995166,4.1149945889387025,2.420000349785116,3.19941139215522,-0.4554745877999612,-0.421609126948713,-1.6125755074026171,-1.1738460784761484,2.689555864843128,2.3898346494151474,1.6447027260547231,-1.9425289621386372,0.4922263600457719,0.19726134029567527,2.25263655973226,-1.2478322353788749,-1.6797234585220515,-0.15667084560084013,-1.0720276804849294,0.32704441901018544,0.4959019783324449,2.9548657174568307,-0.24731292866894156,4.531331788767799,3.427544079113429,2.5735065884772834,-1.262759726140931,-1.516212468381715,-1.8367189271204072,-0.20149258898641756,0.23088236335309606,1.6370690362852398,1.340827019877935,4.270878561982618,-0.6697878551153675,1.3871784139182026,1.9876838918338653,-0.43755245278083,2.9450342073407123,-1.4535863051020967,-1.5620141821721967,-1.1164438117161002,1.0047372503488803,-1.3352926361957165,-0.7308365193777603,-0.894929494375362,-1.5728038536185125,-1.2709786161460719,0.052879737343718924,-1.4026562666315707,-2.178996927826717,-1.362638368332809,2.3970985008771457,0.39255365487330335,4.656411717035424,0.48758181772542886,-1.042735659347079,-1.529904293820457,-1.5391404922459784,3.701230935897081,-0.8610539028429601,1.3815396314927977,-1.7246280323395318,-0.7489344826458998,3.3497449298048516,0.9684893763793462,-0.9682665702893344,-1.2362829081946092,2.01500126335635,2.853962117121537,-0.9309910906104861,4.439511347326555,0.5409232020230286,3.571776878087101,3.1389959624989725,2.641115574846638,-0.8933681458648475,1.1598065768361723,-0.5964458524992066,0.5501678560053754,-0.9112116475644714,-1.772596946782709,-0.4365485167594359,2.201819929831103,-1.9209433534852542,-1.6625780911144235,1.8392250252648812,2.802916587233522,0.25902956849898195,0.5876432814148446,3.5953985407858076,0.934573226911566,-2.0415267664328858,0.5226983779351261,1.0918052843871413,-1.016103630406453,-0.5554101098961626,1.4911048129830244,1.8334759316749487,-1.0568780436491712,0.22033389197387562,1.3343339164612766,-0.5327155557473049,1.0768333679002227,-1.4066235895018515,-1.3434137083821256,2.464781612329964,1.6016102194731645,-0.4540202270477253,0.2457227397008868,4.2296985209832805,0.832511743998444,1.1408013112834434,-2.029915758679846,4.875617145872483,1.576503972648937,-0.6078266090360991,-0.2922774366551174,2.47697468522315,0.16280123438411218,2.6102979305703693,-1.7412412431743298,-0.27295303997252696,-2.226151973453216,3.896567951099775,0.6362325205856365,-1.2166638947319446,1.9623221290533155,-0.6980322223717886,3.251919156168561,-0.9490543721344482,-0.3467587373055419,-1.2845564461707935,-0.062431117058698575,2.3011458047669957,-0.4752893035220511,-1.6030680514532574,0.15286786545086992,0.14761147829255875,-0.35071327706734007,-1.0058992323740297,-1.0278848912734895,1.7146310840845742,-1.4856951346235974,-0.8089028782740915,1.2414648427308648,-0.2161608391139273,-0.868727882728933,1.792993395724065,0.23332386337484382,1.6831145427099314,-0.07282825662557994,-0.741361209004484,-1.8506008434519206,-0.1447092308764331,0.8074843093076962,2.350939647580298,-1.0509381071385289,-1.3727589767982111,2.2964886280917307,2.477371551313504,2.0590588780717862,0.7124071020796654,2.3797794688006855,-0.8420734908462093,1.3551859701171307,1.0420632056285857,-0.18072570585369538,-0.8865430280361406,-1.756335536012533,1.841076264245456,0.0794455361151039,2.5102519730141495,-1.1259615496000122,3.7661528949929624,-0.032028795251548,5.269703781190783,-1.5691894437967362,-1.8606698719669479,1.6651195312598388,2.6617915986505394,-1.2068177823444595,1.5663517737516475,-0.2348051368954456,2.1186788106215455,-2.007142649791312,2.5999215908441684,0.28082686232432236,3.0279066005986306,-1.8798939959673766,-1.3146910825308213,-1.468808694561821,-1.1562532453351604,-0.9169525114331795,-0.6651454936831058,2.280710025583092,0.47631516952113123,-0.6107706148763753,0.030592538496716993,0.2159757032193396,0.09319556540806188,-1.3000041678356833,1.5705184919299238,-0.45432201054535637,-0.20512052328920516,-1.4116801898431064,-0.8617814014565764,-0.5174963056834044,3.3071297527364423,-0.3144918018978,-1.4323814340556544,0.7102541092792048,1.7141525648001263,3.0479106292517866,0.4504249863670238,-1.942175800241933,-0.979923377611288,2.182883530992335,1.6611409298594806,0.08014179890392942,1.383943533145166,0.44940460263794413,0.7828019410607048,1.4836549616142396,-0.8807685485290921,0.4616915330318862,-1.255458948396818,-0.4498175052340912,1.9016608305454281,0.6193694877291998,1.5545579240374674,2.4014945920424053,2.560049011808047,1.551476426768359,0.7029127549770294,2.457123094779013,-0.6897218791900405,1.4357384358271408,-1.7705589633114467,0.60502612759949,-1.1424726057456704,-0.8248084083001558,5.051178869241378,-0.5854832265252464,1.0697132397550295,-1.43559576684986,3.1512037014643703,-0.018124674795545696,-0.86388150716203,0.6117564306221551,-0.305404426635151,-1.9830907392227097,-0.939757020134716,-2.4084698173319183,-2.2822718823285997,-0.19132713779900457,-0.47368335455780014,2.80196625324964,2.1341679891066345,-0.48875181161131326,-1.3986040862659386,2.4822596858638506,-1.5687602374513008,-0.663327088186888,-1.9701627080486077,-1.8031702851456195,-1.7927280813641733,-0.29130084450696403,-1.242037183182283,4.374944357005422,-0.8903717832095736,-0.9797023135321139,3.840027200413495,-1.4299140733156361,-1.1475976946279118,-0.13127903831593082,1.4094149524825996,-1.2573195111743347,-0.9986718352617359,0.14367224002940518,-0.7755063664442458,0.3890410814598522,1.1462652603577297,1.0963553870890546,0.4674184966062334,0.749210625440165,-1.2859086266297124,0.7322893279707312,3.4777931892167295,-2.236371243564988,1.0520717093483085,1.9513691375875666,2.0309169518111947,-2.343614914801635,1.385969654989589,-1.504871379154221,0.7631365772506349,-1.901460370559785,1.8275210049215962,3.563713442953199,0.7770186925103868,1.3738278517530782,3.22128731737494,2.275738435570478,1.7859140338616826,0.4515017948996122,-0.05852840574250801,-0.24068089624192232,-1.6518439069683561,0.8892058768030677,2.401701843235331,-0.40914928219593566,0.3554498268617174,0.6534963698994687,-0.9875429679501206,-0.3475512665172773,-0.6192267792197332,4.231608501576473,3.9935126008571835,-0.6048658250403702,3.3932752844802114,0.3013856977833077,0.5536118480065594,-0.2813692800160122,0.9350163775890684,3.251174972801021,3.394620585243624,2.696973273010335,-1.5794432674869046,-2.038056761679727,-1.4293167725421043,0.17873318154735365,4.122180100686258,1.3528639358493089,0.7328313155437266,-0.5344834855020489,1.5689608802296733,2.6890345064429364,0.6828589677565472,2.1325393695270494,-1.9924679674819459,2.5779330392349973,1.292801853169391,-1.6826700355256765,0.7803643850756167,0.6244312945415116,1.9953891591191097,-0.26456695420041354,-0.4824216132374048,-2.14592375418322,1.6538474560368035,-1.8878811344003938,-1.3191156186741104,-0.3602962216394962,-1.811923687299568,-0.7202373075986751,0.01830479098622297,0.8045432792582724,-1.2627955467061107,-0.7099998080602195,-0.7799734637496911,1.8576740028559848,-0.16445996800094284,-0.9806496483833875,-0.1816507894156005,0.9659568896360623,-2.1041783641323804,-1.6187826708080422,0.06035208091902625,2.4374201098036057,1.5970888198672495,-0.31162872266982167,2.942770143862787,1.446634356909539,-1.7219503333849977,-0.16811219426068516,-1.4097392467387424,2.8195455405952163,-2.1268431460625883,-1.5635918993101374,0.38312516553139525,-1.30633689420185,4.951447718826166,-1.1727640257104945,-2.277582895413328,-1.135093434432099,0.9847013234502612,0.3771127058878708,2.461371595951564,-0.6678204895582983,-1.604698324559498,-1.6543031759811229,2.5147551004368527,-2.005731181949155,0.7288013899363018,3.32142284375021,2.668863686153686,0.23658421008297584,0.5654785787351679,1.7809930109757826,1.8716412822627861,3.122243607562149,1.9951327611144976,2.603536412070792,3.4683700883242947,1.4301396554400596,-0.785217037755229,-0.9861182727322845,0.5190838144764748,-1.1275703883982298,-1.194891171472405,1.6141566742297722,0.8621313231987376,-0.011467245125739932,-1.9295442047545384,-1.0843177669046686,-0.7092457219059853,-0.4884524820118048,-2.7969525858567708,0.042310564019395036,1.0112529888502373,-0.3849854255043699,0.8093877216467588,3.706445342860633,-1.7859521407157755,-0.05557872924631904,-0.47704880049391823,-1.1417721135258887,0.7755895486420605,0.33823088446217786,-1.8742907726069253,0.3512582307897186,0.9318402624270236,0.6578473805566882,0.29872965300479765,-0.3912736557129038,-0.7937253269524075,2.490268591149856,-0.6225828436681838,1.428721578216459,1.5198469413171065,-0.7105892201476587,1.2856430728034567,0.9368051377949864,2.625873076725468,4.815705844303307,0.940472354148757,-0.3940289949069523,-1.3047076087134446,-1.3515099148017922,-0.07358430967759247,0.6638048403174758,0.4779964867495871,-1.4401945215620102,0.10647544902916976,1.4086375790368018,0.5430923232147796,-1.800499560788313,0.983538422263751,1.5649384591434425,0.5206319373301749,-0.5876101966269505,0.3738603545706894,-1.1646204275610854,0.31964312648013954,-2.2864725041413294,3.2123183998075424,-1.5040204149488798,1.2965065233625392,-0.963204333573756,-1.7815151289544184,3.502191518996778,-0.056883267352429406,1.6383071830613278,-0.6056222296491393,-2.037603203898781,-0.10518782886967186,-1.8944763507409672,-0.15962816881667072,3.222384113090797,0.16687133925852726,0.23942629489812964,0.8913217666851859,1.0969493924647908,-1.25609301196852,0.6227936989872564,0.3747683402345376,2.3643693209242156,1.8762302389691814,0.44348864768058494,-1.404634346076196,-1.6802357848941452,2.2995002249393846,3.3450646991880837,0.5366663412190315,1.8351290205223811,-1.0979031166031639,-1.7423413601650135,-1.4341612084389255,1.845111445646768,0.970462700629612,2.92209378080848,-0.6067820834433251,0.8806203541270826,-0.436851412202638,0.5107170149815742,-1.0400089219011703,-1.0700791372380143,0.34246085021168743,3.8971403796267676,0.7838834122135978,-1.6730582885575815,0.26099101186615503,-0.8919962714123612,-1.2976647272903006,-1.6407096743481342,-1.0862674661734033,-0.5722080333038931,-0.8841282225695916,4.175255357383229,1.572546999122164,0.5457306649945878,-0.35471940597189117,0.1638331338457923,1.7537630668632387,0.8266321575222553,-1.9297193434083548,-2.570200529624831,0.7886998033425763,-1.4744602729952325,-0.7858476017711229,2.1812323195736676,-1.4420847721721295,-1.637394244215264,-1.9325197326655452,4.570020775622343,2.2565176118271615,0.6645107422236285,1.3130338815425449,0.35966731949229,-0.26078571539197626,-1.3091350322187576,2.5961368902511985,-0.11823019468520292,-0.8309471737065345,4.131499584781573,0.7533811134202888,2.8314018888090295,-2.0110283807177134,-1.1487914034140096,-1.6647765593531605,-0.5987152121526235,-1.225676920191196,2.0366093294362706,0.8703552967779185,2.71373259299485,-2.0200114276487366,-0.9883695252495313,-1.1929199814309015,-0.05332983805186648,-1.2456381559395824,-1.1802119382214895,-0.7787263725620864,3.812803671796381,3.6750083190708436,0.10133101772755197,2.768953821264521,-0.4853807488171552,-0.7361366168821945,4.939030352652388,-1.613970353561406,0.16497516804678405,-1.8875236073408954,-1.6060532737398316,1.9327248132439254,1.9515182166859772,-0.8823007349238833,-1.2968586749713344,2.680936755922088,-0.4381830869594843,-1.3201775822339294,0.2051096901934394,-1.404886890657675,-1.6864079661542706,-1.6679020399012658,1.6731751954331486,0.1050488095112022,-2.4503211176600717,1.1305168552016003,2.003524370070441,1.0450193286353089,2.4829214250768845,-1.257927502902577,1.5868593855266158,1.9603333380456758,-1.1439629206409432,0.4112746424534584,1.0461060812605805,-0.6725495554539609,-2.185483426357793,-0.271412060226719,0.8098226034119841,2.6706842134121125,1.1611125973519851,0.4977916918333235,0.6940783969398461,-0.7681376048762049,0.49545471900974436,4.231137242348431,1.3735562011039568,3.8535617356457763,-0.9011201525147013,-0.6064591008835747,0.04559533517053878,-2.014030269235351,-1.4996801093201106,0.6922449456667751,-1.2470828287129072,1.9179943158290813,1.1872800300561674,0.4612565213405358,3.6855190081659543,0.13496613781449043,-0.5868318165419495,2.635118483791941,-1.8867479469888389,2.410679771979022,0.3259534570306622,-1.0088416366927688,-1.2615703573756807,3.2762179063680974,0.836685916441962,0.20125522595770906,1.7006930456301568,-0.44928893419282306,1.3995114638996689,-0.39065028432397736,0.7514697185279846,-1.813054692958027,0.30218948838852305,1.920651866447399,2.3806110825764066,0.601039827467341,-1.87189133602993,-1.3657249606687962,1.4373549810597146,-0.8359458216182629,-1.7591012882497166,-0.9349733386847581,-1.6071108062039254,-1.4175721333611844,-0.6709484646078948,-1.117734915081666,1.5303220985901145,-0.9014893993352806,2.6049944416497257,2.2891821061857733,-0.5342346204648563,1.9197001219180057,0.9012305275227236,-0.9563640448757407,-2.524277837123909,1.4309770408783016,3.1948591360293013,4.281034167280057,0.15296480656912456,1.4174787804591118,-0.40833400378779083,3.062228725309452,0.2709107196704224,-0.03599623990574488,0.3152686382397765,2.3843951858599888,-1.5249751546004402,2.138150965802515,-0.0040573508377090535,1.7654013383551066,2.8466259988975398,1.7200152000167397,-1.187270346601087,-0.4526934672392737,1.6575001223036663,2.9493301067764084,-0.793001735185425,1.6710025275924179,1.6612837782323546,1.740117698961386,2.4165152371585488,0.6098456509106754,1.4612576426858104,2.453537916710665,-0.06496829295021303,0.3718436806315249,3.12828904403704,-2.0421656530129635,-0.2799191533920055,-1.0776662115063895,-0.1413325183875202,-1.6852337339672683,0.09516058369510698,-0.7863864757673581,-0.9174716368784045,-0.08513216338035678,-1.643935214905088,2.8550426621560474,1.8974563586812245,0.04584255503911162,-1.0139901080321103,4.140341851496498,1.48621004339638,-0.008630423758857763,1.1669955703684263,-0.9009102633140746,1.364079960243379,1.0634752418078723,-0.9522465499337027,0.5247733839029123,-1.0763971395537615,-1.496078998060146,1.9474832206195976,0.5450039906723553,1.8731706890943827,2.130598860729423,4.990614142358458,-0.03634899531293961,1.2333322694110584,2.037754163363516,-0.8455309096981966,-1.3888220022339013,2.8351885083431916,3.723889430901823,-1.388325610369665,4.642071116318553,-1.3652185362732132,-0.06939775024389551,4.252502285285208,-0.4011849506855813,-0.8142686374452256,-0.6449186368538531,2.659186296439459,-1.6376207772016331,-0.7888720964949769,-0.3453253713611358,-1.2811084194689222,-0.13688090573454878,-1.2740572136224027,-0.9545250717702369,-0.4036543456790771,2.7929622861025836,-1.3769687366244596,0.028996471669991523,-1.4341792450083115,-0.7176310464208605,3.304961372349353,-0.4343196554177829,3.504529967760158,4.4015864841261925,-0.44579478024677377,2.3164787220214236,-0.258068862605464,2.495744300665502,-1.103577828326333,0.2615289851252763,2.2104412308718384,-0.054942592575400934,2.524339946302479,0.01965290264790482,-1.200841774195001,0.7649799448642592,3.3915222171875605,0.6337924561984792,-0.9951073377875718,0.19903528684318106,0.4214601646463641,-1.3972163568512694,1.402886105008518,2.693235907612745,1.8066230840341557,0.7168146385346837,-1.4041319502270362,2.3284087050408027,-0.6320175689534564,-0.7040268358468222,-1.1829936014878906,2.037262141190582,-1.1276965550511244,-1.5132320880454029,-0.5729759065109613,0.9466228401194469,0.6442771611528743,2.176830875237256,3.081258674712096,5.052094608545144,-1.0160607472777214,1.33532935439035,1.1322627324177272,4.004292953341661,-1.9785588042050388,-1.232955466834322,1.5265198463374616,-0.21991889694739028,-0.2841140929109413,1.7382943545000626,2.964814004671518,-1.8053106944820727,-1.7244312909342858,2.269391669219603,1.041004176742339,2.5249261772284557,3.3698393817019694,-1.1398316081011624,-1.9406423108108715,1.1845797897209298,0.5970502877220357,0.43120561816050895,0.25765419021462305,0.6186370521311373,0.9293943849392853,-1.2896026914544416,-0.9943091966885985,0.6153716993709837,3.759616353402983,-1.262433265401926,2.174257960372969,1.70427276199277,3.4728519034328196,3.5861769665125403,-1.1204636441073477,1.5156973207369562,1.3087353232442602,-1.7778137680347261,1.2167100204219539,-1.1241714277508734,1.5476742934640086,-0.883373362945003,4.617416538508178,2.2620405811324593,0.3334512805701575,-0.6323763078532322,-2.1994794208927426,1.1333846866347634,0.0970102961331369,-1.9631708405365225,0.3044844576684737,-0.8657034938137963,-0.23287147540082315,5.103624838586925,4.752059558886515,1.3293101788930568,-0.22100153397505398,4.266439803711351,-0.464891219213646,-0.7210841941271159,0.9111075083899133,0.8891495668873631,1.5215017816676797,0.3247723942138897,0.9690177641767557,2.6161232434992256,1.6422597055165424,0.5525664737484811,4.043709824332651,-0.2976614101167932,-0.08630916198318853,-2.033728339646178,-1.1184119769415395,3.285762013810684,0.05666476242933047,0.715748149761991,-0.14206633570521496,3.0059777907790357,1.615442585171232,-0.8132484507915896,0.811299233990939,3.054192080821976,-1.6376006632911857,0.9064393433140109,-1.2824407527714143,-0.5367653585527253,1.5941759594737146,1.3474954652518263,0.6069706606617041,-0.5490304515093299,0.4675883854229799,0.7737536851123309,-0.1142947256196568,-1.395194161911438,0.4284894124465566,-0.08153498522160096,-0.23054251820302718,3.8323255881548177,-2.083845888616913,1.2545953401519518,3.399849172250182,1.8501876967126674,-1.390900874582238,1.1736406947656022,-2.1278100374621345,-1.1627355691954775,-1.121603487505217,1.6911647196767134,2.333239314666777,1.3269815681839585,-0.544756724431923,0.852745466695581,-1.3846603074881203,1.989600693673482,1.6605756694020273,1.1776244702059955,1.4446315474656373,1.1074285639132244,-1.5809930854780092,3.386476827287327,1.3970631929011046,0.17481534050149808,-2.014107606447143,-0.8759643023166268,-0.5084950108482219,-0.027782185421965064,-0.3477467023890171,-0.16635784970840514,3.6759990588864984,2.394629621174566,1.3302431734654672,0.5387951995501933,0.2079416918426049,-0.962672513091067,-0.7483359044180391,1.524487069970835,2.3396006351327396,0.9539494933232388,0.017360814509295455,0.6288192450651082,3.3691117162251727,-0.9459409938243366,3.2697318677327796,-0.7839917603793218,-1.6797502143881506,-1.2043285615638322,0.07262219489800324,1.7076651502934495,-1.0540880147858778,-0.7822786032068897,-0.8061593911255858,4.47934222534855,2.647343970966219,3.2911702550054707,-1.256609744538863,1.4854447870286889,-0.16041571267456473,0.790973574523985,-1.4015697029331269,5.3043749285319945,-0.6893843290096422,-0.03875337158690369,0.8819868897253724,-1.5255572930245709,2.5821488411500915,0.27036864320955295,-1.2030165954167062,-0.01713311105325032,1.129624931821664,0.15146715391467686,0.7581168654046753,-0.5478770467696433,-0.07170834351645755,1.780380477010365,1.8327726522489751,0.40797201178375697,-0.568998935434019,-0.4540112027079474,-0.826485654818225,0.12397153625211499,0.6723165346434793,-0.4449140319384099,2.9332327542269696,0.563879015257826,-0.25846260255285397,0.5534341911050907,1.1715191712564996,-1.5038980849719408,2.7792515343271265,2.677585618645318,3.5294790317525297,2.889930985139141,-1.5239453044683309,1.3848419035837796,-0.18714663727041958,-0.6079251095448056,0.36250341700676264,-0.8229231484763881,0.6542215911604228,1.902620913719335,-0.8722565169749321,4.260828659369941,0.7639636067783646,-1.8049081171131856,-1.0598659078952366,-1.3867714182863518,1.418124545862899,-0.7495899237181166,0.39024619578693565,-1.6585387607979507,2.6813836833966427,1.745520399872045,-1.299365652133009,2.133046865164253,-1.9215999682497338,1.5564366658626787,-0.7821768092375391,-0.4371925311812308,2.7825266738372734,-0.29498184231198277,3.168530930610947,-0.6390603100656375,-0.5678183863294892,1.8026215510900268,-0.8813087837780219,0.19156633064537726,-0.04064168880657082,0.7336842036728832,-0.07629219114077833,-0.7727311573830864,3.8852890633362485,3.0267499640023967,0.29771973205108204,-0.9430430053163001,1.991325272208628,-1.1912543576462027,1.1832094596697105,1.3111093117518269,2.5524051723953884,-1.0495897164335823,-0.6804134004857626,-2.5530252270952034,0.40219741106019197,-1.800956262451845,4.047476388657715,-0.1652457718791139,0.9861199504972437,4.477913839292897,-1.4021359726253577,4.4046735404910295,-0.32285360065054697,-0.16538865273298273,0.09390657077024288,-1.1296082820499753,0.61537007156191,-0.23261530018480417,2.5929362638476077,3.689394324571557,3.6303991590474385,1.12015336163628,0.6724493289732371,-1.4645239196192208,0.5402061152846764,1.901355609685,2.5163265147840677,-1.7804609263480593,-0.8202805237617747,-1.0201637813559647,0.4359502898085053,1.6453123849367777,1.0987029232701364,2.42367927613458,4.468867400172308,4.55891389646734,0.43300146555021657,0.44645713604770926,-1.3813812221117092,-1.9296434662057997,-0.8803736686579955,-1.0475625377975981,3.015334888225054,-0.5566534317759241,-0.8486545570296139,0.6029972002038225,3.6005800428308086,0.6659692636159706,1.9800586006327325,-1.6529379569288152,3.5457930899613794,-0.8137423831266861,-0.4230292881891905,2.353265667678611,0.0946562105791489,2.3483541042584064,0.9045752746615724,-0.32629772929015416,2.593694073019645,0.06911727899576932,-2.391409636899895,3.8786701269689026,-1.2421897874077787,1.603419999942596,4.807408494596061,-0.09488000344872381,-0.9860544455486655,0.5216362880253128,2.496850757145362,-2.013148106966302,-0.4064275886076145,0.7131297845002964,-1.1251657878657697,-1.3506790009674523,-0.12687417700146367,-1.1628816169451255,-0.09527257445811987,-1.6512756159850182,3.394207388187157,0.2369117643081463,-0.7973521131507443,0.9699657516171117,-0.04470400379327385,0.6028641231608681,0.06303912193247573,-1.2377723227872297,4.119983628723189,3.5226550447764153,-1.1837435812405144,1.0877747541318674,-1.8771912213434245,-0.7842057583762466,-0.7854329953889251,1.1946165061111509,1.0949699818598475,-0.34486239574604277,-0.5839366415089489,-0.6119996259754111,3.0285104129935867,-0.26805200089510245,2.300756188884448,-2.0353961128529545,0.5757046389801243,1.014492543915254,0.39135941327331847,-0.8540189433542303,-0.1626164550246394,3.089990098563696,3.9300174209974057,3.143808682216746,-2.3631215188508237,-1.6303528510220533,-0.8274708261166855,2.990469184859861,1.8016126993646158,-1.3039326857133038,-0.24556917736536596,3.0989642243475064,3.329872547060723,3.1707394337739223,1.553178139060408,3.066742758776849,2.246871917367766,-0.6997824122184568,1.9232043900272875,3.272703651661958,0.7713654195996557,1.6001673010116986,-0.8703532919398248,1.0287978155273054,-0.5810547261562738,1.184387477016369,-0.020518601270585454,1.3068387637965087,2.9292721637937,6.049187420712692,-0.7299211775074353,0.7841173504562593,2.8708822734102526,2.1506744120085357,-0.6432875769940561,-1.4564728928864936,-1.4701942578771396,-0.6616912533306782,0.903618123261074,0.6049678526735679,0.3024441361817151,0.7136802592060736,3.130893025173584,1.0356307930169482,3.304376094546314,-0.28990295425728396,3.524993193181771,-1.353808423217118,-0.2985916909562409,-0.7142961298144258,2.3598147507571894,2.8176084009732105,-1.1744434831420263,-1.302641604702558,0.4479031929165505,0.14255206976551663,-1.0545035093769115,0.8037617317877439,-1.1051741863512656,-1.833120228341233,2.5142754818233626,-1.5085171815134863,1.69502209002299,-1.3653308435305103,2.8393137516101477,-1.0717004478107512,2.4993778042668002,2.677099491228345,-1.1418165231413784,2.1633496943142503,-0.38082251510708176,0.7059772154912238,4.359361562275405,1.1073670232745532,0.21135405727821824,1.636277540022484,2.2900201210770943,-1.3090627978963703,1.1987951721555488,3.370670278302863,-1.7648874080757018,2.741893761842663,1.503689742521368,4.484267453798587,-0.13853360356306926,-0.9840683883641738,-0.7166600415182773,2.0601286391200575,-1.5246137411096792,1.5087739939189087,0.11879013989547609,0.9259168197437715,3.37211764461419,0.467086575501906,2.631512599706108,0.14079650488326634,0.8769577969435041,-0.3838227137810673,-0.7107468747739888,-1.2191579191357955,-0.11219921201357208,2.340858827736967,2.243869104135099,-0.11501183054750833,1.785359914813275,-0.8504359035765073,2.47911343006182,-0.994870061979058,1.3850725003039301,3.6276705257577784,-0.7470477915683901,-0.4795257660773313,2.1718091911297233,-0.05161168133544949,1.133607596919821,2.79296503411306,2.426900453750693,-1.7146443405226184,0.15589750085149254,0.9042161338780993,0.9884849761011668,0.2846113056094031,0.7136252469852504,2.7602591764135918,-2.079333812738332,0.14340445538213376,1.9900455768429854,1.6864560645030737,2.4809911846120527,-0.6680999128373094,0.9001915297288635,-0.2450468857994404,-0.03156033220273346,1.7016783907429007,1.4472951891041501,3.404316327252165,1.4663448081671218,1.6908136200333148,-0.10561213450141416,3.0844156207272477,-0.6211706679549728,-1.3891939826508928,-1.69809982690007,0.8430771685082654,0.6415732654465859,0.8944100977100763,1.4515374008465447,2.038212699104451,1.5801121211744527,3.787670228853918,2.140476445221371,-1.2701485813207989,-0.6598769528957816,-0.008068818298991285,0.6536100664700331,-1.2004288328487072,3.5079430534971126,1.1801292929354437,-1.4525298508201692,2.249298390354774,-0.6638435483261343,-1.0381982442718263,-1.4840576348590415,-1.0847147682906622,-1.39304133943582,-1.7107492090626348,1.5073128863084042,-0.11315815427576043,0.3666365533798726,1.6290968947326485,-0.19764335374832598,-1.3746257056497555,-1.6260555889657582,-1.9448383859774858,1.779594420877343,3.4510130534550703,1.2487074938442146,-0.28908023568207003,1.0159087310782093,0.21157850011208498,4.225099260003541,-1.3183610361810354,1.254719195937336,-0.8836970615644929,-1.6778090445286178,-1.011512731578049,0.07480723954281572,0.9308623921277505,1.0438205709565673,-0.7353881100758848,-1.1260740034428978,1.1781722944003892,1.8424088208561888,-1.7953385372438406,-2.0823696238614686,5.568173804633779,1.1545852776277363,-1.6862328697550104,0.8068990441765415,-0.3986251651411729,2.474951764313052,-1.2908261028200725,0.181921671264037,3.722927248684459,0.6482076086083355,-0.3522701059478188,-1.0145464317854012,5.7463743265620435,-0.8422850215915636,-0.7486518312672142,-0.7229164331281894,-2.230730204407762,-0.708648946320035,-1.4700065692089157,0.8837355045395391,-0.6719023536728261,-1.6041464843740496,-0.1851435242116638,0.017383944894918353,-1.6782538472515438,-0.10094375818403102,2.6312725560110377,-0.4213216773408711,0.22990739846417835,1.148712437502064,2.648404401504103,-1.0939650890549506,-0.817663059242659,-1.257086768518749,-0.6805358094379809,-0.03733504815796464,0.0800223616968351,-1.405545568339977,-0.9311507998592171,-0.0003451695068036414,2.667161095938186,-1.5038185677953053,3.2540453423156883,-0.4746404493088236,1.9897822376913237,1.4988420156036604,-0.8279581249198859,2.113564184056434,-0.6811174035537282,-1.261359581758457,-1.5765345490535736,0.018048034322742653,-0.32494904279546694,-1.4801000265964919,0.9320558505129513,2.910387987837475,0.7172942609116654,4.712002084482922,1.0145714986872019,-0.25937690278360465,3.3600540667940217,0.7419494320864918,-1.1204591510221709,1.1787736750382896,0.013677947461589358,-0.43497720109586274,2.5625336064102835,-0.7110978592885282,2.664345375080967,1.677450612170593,1.7927365595431932,0.3816232796896783,-1.6710700087614212,-0.4864940798275631,0.6503304088989103,-0.8933888788265821,2.8307657848038636,-1.1104492616828705,3.100324958343221,-2.0437485957626604,0.8651431541686722,-1.5220436943819788,-2.238698795108344,2.593313185865457,1.8258300644173835,2.0957121904723643,-1.021187285479222,-1.676827293192371,3.257629757144461,0.08833153675153387,-1.2117858441109892,-2.185295019493866,-0.484914924551144,-0.016350249992839416,-0.49435822786951694,-0.09359019243515217,0.9843845143549999,-1.4355352214051162,-1.5531069040296916,-1.5345111117171535,-1.8413564880268687,-1.025907817252155,-0.9755795706579331,2.903782832703594,2.1752972964499806,0.11231333458705589,-1.8246958033704526,-0.8131940306805644,0.1901531403193104,-1.7172442081691166,-1.2322247593941689,-0.9723974682222766,1.832979329661534,0.4132594545302159,2.9373283844448332,-1.5941518775921122,1.4315066352591828,1.508474526951527,-1.6729704464513642,0.6690640186646718,0.07658637533994474,1.0171684170593047,1.7636800688313092,2.900538851621347,4.24651906620084,2.7960307378195886,-2.282077095679629,3.5071850311209216,-1.6969659955343261,0.5178652701262526,0.41585750876461053,0.403344315812117,4.033834634323875,2.296790788986602,-1.6384179812905475,-0.2181866201937975,-1.9951943963508327,-0.8899519828588655,-1.5503593050171505,0.17060041691979594,2.6705512857143314,-0.37434894286239023,-0.39731493401561757,-0.8516009829675167,1.850049891405082,-1.211033137364453,1.479921109038422,-0.8477388562872298,1.1024246831765483,-0.10136596252864215,0.06321570314761046,2.4887336268633216,1.21086645023985,-0.14054275596726507,0.7461482314038086,0.9279511910191173,-0.38896145299668555,2.6895788354873886,-0.7355917535810259,6.9254449250058885,0.2170604794183999,0.5041405754143551,1.076653110771251,2.5622928447224647,0.4813632718948542,3.2705303272928754,-1.9772295183604145,-0.8252394560945936,0.5865186070752901,1.73163888949523,1.9304804995326115,0.1427672696888018,0.48873696376087994,2.8208137430785896,-1.448038976562133,4.086385108027445,-2.2473048410572796,1.5486351619016994,1.4695463855700428,1.913073233340673,-1.201924321465052,0.28119932381951673,1.6172609742300736,0.07890023825857517,1.1909185043129882,-1.305193174062343,-0.7067119962449784,1.3304070543162723,-0.6525234070637079,1.934234185057658,-0.24523456010345182,-0.17421185222938163,1.4796620145800439,2.1974387840052447,3.7627431029952665,0.4533499859725828,1.5197910753605977,2.9552723425087013,0.10352541976321326,2.9714058795808422,-0.6961308746648409,-1.4987921771031412,-0.5577681487252608,1.6785652617761422,0.30973171193940374,0.57225834484241,3.074299403978632,-2.608771639032617,-0.17734311511462397,-0.9816227205600833,0.9300838388727158,0.0652147125005174,1.0460122737935265,1.6861979070257413,2.286338651353385,3.356462749235643,-0.8326426597605886,4.49916087967741,2.221808210464712,0.38293870683218545,-0.3622948273859197,-1.6963231672263244,0.9332364726239929,-1.5640780141468629,1.2715714090594226,-1.1261457605657545,-1.6661676242917156,1.8603016943271804,0.38402170468289254,0.51459334263941,1.6285070865127511,2.7071815570653914,-0.7993253812873695,0.5733938386865208,4.1348821097792525,-1.6946478397832019,-1.1128603504888177,2.0245771335380183,2.8974990716125664,1.517052047412274,-1.7990441876306353,-1.550072842725198,-2.2049046259836547,1.7389939877581306,-2.0185170071851624,1.1529199333283526,1.9298838674967875,-0.6572642173837415,-2.1068745251355927,0.14243061737366533,0.7255765103245272,-1.0725731757988024,-0.394887607303088,1.3850414284316084,2.6373488727742203,0.7046546134307965,3.9840713884993217,1.4550035204289011,0.24561011486011258,3.4769812570227625,-0.6279104804128636,-0.23837627438339087,3.139685823919796,-0.5633136666846967,2.9585406951234345,-0.5288506589865909,2.7835719288530845,1.0557819597263056,1.3648773856222254,0.04919089598758323,3.0497254744837177,-0.14861163058155805,3.6533107252098382,0.2600322614356605,1.1138061764083493,-0.8069742881036662,-0.7564300530535493,0.7424169226101013,-0.2448367052649191,0.7310563334375985,3.372367665596334,-1.5971618308131916,1.1829952838443836,2.3733940595717864,2.2963253950463356,0.10429740845592682,1.7476679776816024,-1.5018502117731596,0.5203677288507228,0.571443124881549,-1.4413947105646723,1.2803205983678914,2.3557570856746572,-1.1511728669206507,0.2565641349963599,-1.9619729477214056,1.5418688832463203,-0.020852437909176135,-0.45115038604875324,0.5222191918111163,-0.9432927217191497,-1.938963251287801,3.564060959302543,3.0225350879671438,-0.9271798971784907,-1.2065373063237006,2.2972962739447698,-1.8649630166037023,1.5563683891918736,-0.3251945281483328,-1.2385120464826505,-1.7677249523349934,-0.8362759659317356,1.894553956029221,-0.4616620150886981,3.1794848422533053,-1.6906323199910491,0.005505622032524088,-1.300910362164526,-1.935396399231492,-0.7446489397224922,0.5541596946329306,-0.3873961247034007,2.097692504034565,-0.7634552694772839,-1.6602408045237222,-1.0204357457004711,-0.8077017123084806,3.2670921517360925,1.0097718943581728,-0.5637663812006519,1.587126501648147,0.6693205495736642,1.200003000764856,0.831079526443683,-1.334663845379044,2.5212749816010187,0.3857379913232454,-0.5031169901760656,-0.17334937243341358,1.9971081458302855,-1.3446989492697419,1.4708991123666726,-1.7635960509346216,0.7114520655802682,-1.0418782420750858,-1.1110547993143072,0.8260719594562532,2.013906484740861,-1.0789965826576364,3.5819888721638216,-1.3681425011403072,1.4838136803032527,-2.391302176139476,-1.6281046752230088,-0.3145970377832347,2.1552497640051853,1.5388261619072876,1.1906627479350262,2.5949578015518346,2.360084669742533,-0.9835392135295083,2.929759858085637,-0.2559266362146429,-1.3370167773944948,-0.7406907591669862,-0.3002182857623792,-0.4134189689955329,-0.5707932666978381,-2.5335338039624995,0.42262658670889985,0.3670194835152643,-1.5955404609926958,0.6127910572257778,0.544774952308901,0.2770848353725514,-1.5015321493996927,0.23613445345393283,-0.2827057407294246,-1.2919196870384533,-0.7488285136296595,-0.6152639536751435,1.7218547011385923,4.617975502315064,1.519652026620562,-1.7237687862965154,-1.3728073714989653,3.5534650194498143,0.43118537710620447,-0.8613180993434194,-0.4941525933567399,-1.9735153909366305,0.2497743977689476,-1.425119905221014,0.0811785833801244,4.397727187482155,-1.6890255933703326,0.7980160430936722,-0.7508036648199056,2.21743526390388,1.2440720720829073,-0.44541687545424735,0.13363591382787834,-1.8181302314431502,0.6324069905813263,-1.673473941944136,0.0020770481737850217,1.2094169059675695,4.140606534472795,0.5180337026490119,-1.6287356641485131,0.040821731037246366,-1.2908525108360578,-0.06285946774048623,-1.4814003552877577,1.0005735625748213,2.1535742989644047,-1.517673925583567,2.318236922160999,-0.9109290118478437,-1.090002680113582,0.052566304712758395,-1.2294975218815105,-0.14897930245040222,1.9148946903697477,0.2686505664847336,-1.3268587034231096,0.5351663487960279,-2.436727706231018,-0.8639835775905111,1.1381050917699647,2.0838337203765636,-0.26599413529031396,0.022052171049989064,0.5479448883456942,-2.3292619355436472,-0.9601728951478435,-1.46041599131324,4.0197669957695314,-1.2430966497381408,-0.8059986107782049,0.30400821527038224,0.268139140799155,-1.1621337968691403,2.6573599051876715,0.11936095493412409,-0.417975079258962,2.7731141875947545,0.022626671345057085,-0.4116434215291192,-1.3345780000850822,0.9797451247016818,2.771664581918874,-0.4384542122515425,-2.546044843885059,-0.5859168390456878,0.3200548136483155,1.7761186613209476,0.23725303756487276,-0.09315711532272618,-0.5529404225814984,0.9193405982584866,-1.8401169890846694,-0.5625063657657333,0.25176885439594626,-1.2074891399465666,0.8123114848573607,-1.943551920061922,-0.9374469961708163,1.868483365470191,1.6079561188645672,1.794034232346543,0.1670380829507578,-1.3550713477969516,4.918571390822137,0.14520886180362638,-0.8618689803110999,2.386998082581871,2.6985183929066476,1.9669867226553561,-2.447762008908055,0.6929952482250924,0.2835485805914773,0.2146737900597643,0.40919708662632764,1.565936727605383,-2.1811895036969147,-1.3304868526009892,-0.17778372423594144,2.5468776975402063,-1.2558892198077192,1.1555069627618055,-0.025515052518967605,-0.10407894991995081,-0.5252650196287678,-0.335118848560846,1.4983972739066729,0.7471760139554541,4.666145166134358,-0.7582612682729425,1.5097984932764046,2.1414767109427286,-0.7375563458629406,-1.9143381403889148,2.8171811372446687,4.762980453893852,1.4274577017977887,1.476766641770993,-0.8600576027181789,4.7052659970397706,2.162865719231579,1.096863263886554,0.18282837000056398,-0.6556468986449526,3.4868224244281514,-0.2095188201860563,-1.7488814519797005,-2.1660788999280043,1.576834083877464,2.0658736491263165,0.012182827123461611,-0.3740212475490401,-1.5526853349131775,2.4321173340155156,4.300529915361361,1.1920672933513745,3.089975117709537,-1.0033006509412388,0.388313954191126,-1.010924205588668,-0.15995114116720247,2.753877842418915,-1.3495759713708155,-0.5233212390958881,0.5663144262728554,-1.2167198435852498,-1.3911469950951227,-1.812885743259935,1.8858016321657671,-0.6011143343404042,1.3714991367523102,-2.182328321203945,0.483925424449778,0.05706634097933451,-1.127717517917397,-1.0634556734824199,-0.01717233490321805,1.3342841573275317,-0.0524555839545958,2.4653361760672476,-1.1764088941164124,-1.2847605014058348,1.4542343322889713,1.77621051714143,-0.7570359904177576,-0.34279077460026575,1.574223908134765,3.9143087925161315,-1.0376125380561965,-1.2550054881687058,1.8718511726941447,-0.8427509491913919,-1.177910181235986,0.8552466793731237,0.366008050658759,1.47672525022035,3.6417611026721506,-1.807901044873335,0.7075515425029814,3.7410259284650897,0.8170741520763901,4.060783041132125,-0.7685323891946256,1.5085676720375365,-0.2979826955954783,-1.2222675519336226,-0.08197734062486976,1.5137880110952955,1.5503105220968352,1.0220254157140372,-0.9386078286354678,1.7676038130229799,-1.2290366938864872,2.1685596461252707,0.5049759018773264,-1.4986033179313625,2.728624615403387,-1.353429282303528,-1.7204165623389327,-1.3009537278643437,2.959890218172955,-0.6149724792458304,-0.9916259158434813,-1.8202986049855618,0.034802263943982295,0.40010409852377915,2.092263860371037,1.1212894709612276,0.8304081837414123,-0.806736222973489,0.2087169440205152,3.301403867120865,-1.1171408088210035,-1.2632830906337948,-0.5987966950403543,1.4812294652693,0.3320319483541051,-0.1896057926623539,0.11655839775253932,-1.1976502450866546,-1.5224608640559638,1.2104136766597517,-0.49561847577004126,-0.40807458268180563,0.9149171936088577,-1.4785075170684396,4.038516957699431,-0.024835680307592086,-0.9671830028994753,0.3259947102322865,1.1943299658553646,0.31594759642132103,-1.5372771802958831,2.2892258248500372,2.2706819622832075,-0.677932186534709,-0.3713501834615181,0.5238600375966952,-0.39967012506328914,-1.3005662812757566,2.2340973305374243,-0.9648509896436107,-0.5673709034978379,-1.1178330129898375,-0.23299049817462955,-0.2280941484597018,-0.9676187026229832,-1.1993527097585055,1.2319208307065996,-1.2097976213524784,-0.10366228407366643,-1.1648396036274862,-1.6514979001470325,1.2357156384005858,-1.200163209032401,-0.8826488952673595,0.012530335444515752,0.03125719967104615,-1.6395674025157971,-0.8065983862985403,2.088803662241394,-1.697117472200753,1.6476767707318618,0.49592674397368375,-1.121840345588618,2.295743796162776,0.07638743951897183,-1.2768371108205423,-0.6450704327992207,-0.6832863669180895,1.4970636921861276,0.8831532092286762,-2.1440746556980117,1.5058510111828824,3.2946767018857166,2.799274612898185,-1.2896451243099274,1.0876159200462576,-0.7194972991869695,1.6898186096182635,3.835408989288613,3.252977523869237,0.23239536136811856,-1.7155957880073207,0.5220075692555489,0.9475163938680434,-0.7394761797733059,2.8948828073374426,3.508426128637813,1.0076553558120587,-0.6427748364753333,-1.5818662794646732,2.437089009212683,0.2622666053699663,0.9863271931644729,1.5773670689285075,-0.9439502453388774,-1.4173834679102795,-1.3137172104556796,-1.939509990815709,-1.3227655440693828,-0.8026981233466387,1.0640820225780123,-0.8189374785849588,-0.8950736913559637,4.019058878234961,0.8536544697550532,0.43688343884257813,4.539502067787719,-1.3548578330243137,-1.601483484341632,-0.8662454964351167,-0.6426255032759892,1.4250603010736533,1.7571759940909548,3.26785314831103,-0.6707911174399722,0.022871447278640995,1.785430178771199,0.40049738375104055,-1.5789740750364383,3.654104612154587,0.39680869961198406,-1.5643965273662128,-1.7461686349836674,1.4604944062038263,0.7624481212311685,1.1874003720307027,-1.730834939289887,0.6993356451195648,1.6377984819094722,4.813712020266553,-1.8242501724762572,-1.2234807325839299,2.259651301691061,-1.678577540534488,0.28816973582280425,1.7520767749870945,-1.8809423958624996,2.3174979690504003,4.956212118610448,3.019092009041182,0.10975825672745744,0.02376250703151345,1.6743084671186887,-1.4908945467779655,-1.4319284552697629,3.032658997135856,-0.5308436958780286,2.9934901589330436,4.613264470814163,-0.16889184307793,0.2296391486224278,4.579563608515965,-0.8120875653441406,1.8026538268897256,2.5861945973666614,-0.8858966812938258,-0.10615277572110232,-0.9440274298321764,-0.41296551466787346,0.3486987824343666,3.0576207744167374,3.8196773926035843,1.5741854163370668,-0.5517892569781242,-0.7020998480612891,3.050377824158352,2.045232869233691,2.8371345094766838,0.2543523063999666,2.3892229049242095,3.6031386413206983,-0.8431360078889728,-1.8128781825284561,1.1486123163932571,5.62211108264108,3.1224966920614214,1.8023761904236388,2.004550164709151,0.5350440036353846,1.4415361170539316,1.3608877953197065,-1.2124428876248665,4.193534032357512,-0.7628423046203009,1.2666195522085388,-0.03924686361135453,2.861285894488752,-1.4328181518176142,3.153016182526949,-1.5246932486352005,0.3788730975593167,0.2453685824370095,-1.053341666214854,2.9251190695438956,-1.050868247912186,-1.3402574619217136,-1.6059900571117889,-0.17089683874742428,1.8785596078764082,2.440236978637352,2.29314916174222,-0.06835910792915421,2.9211988552577894,0.4959136117443869,0.35212788246359983,-1.4447555333389244,-0.9592584970648149,0.09621915779785105,-0.41899328796531365,-1.379752957690979,-1.1774231624657179,1.4333477007418056,2.2613573356287353,-0.9706931718783096,0.4727663287894257,2.187190115064323,0.7155580073810394,2.022510689391811,1.255353040010306,3.87892430104546,2.2843674158047436,-0.7582398857353734,-1.3668490503697928,0.6378632864976507,1.311125113593366,-1.2077474570485116,1.6941858101052936,2.0411588297811307,-1.23896273550418,0.052278505612471604,0.549403680257612,0.3785397495659117,-0.04220192643991901,-0.359952620020757,2.3857564082760385,0.7338513236740904,0.32501136169200223,0.36343708713794937,3.5016068518382686,2.3627938417162437,-0.8444080147770363,3.427874372645752,3.5655788190175595,-1.579821304590626,-0.3958957602376396,1.8824634400192435,-1.2700939879937874,-0.3237378650766314,0.3672959147816361,0.1347397398893473,-1.5821099612939822,1.993971223207275,-0.41432678047787286,1.915586827104635,3.594201714506435,-0.469579290420023,3.680376909308952,2.01168073823244,-1.1712817295281623,-1.4886789243932501,-0.29675346132968855,-1.4934896221427778,3.2453237836414726,0.524938362183934,-0.8959789620706152,-1.113016844928116,2.097402761470421,1.3248685287941464,0.5752289550142591,-1.3956495384394354,1.8752245726853973,-0.9610442224232181,-0.9511480929054267,2.8165757942355487,0.894188773879196,1.3668552717856792,3.718961548453512,0.8062204710206482,1.740185885807498,0.4279733087172236,-1.471996254207565,1.4773383996690372,1.3302385398339505,2.3023142430709456,4.0205773700038865,1.9997229477546103,-0.29940997562157184,-0.19081844093217892,0.44785239182618414,4.788289548651734,0.6382812262950367,1.0274142539223627,0.9767991174321871,0.00597800048631943,0.9840376770483886,0.143087544856353,1.9409256046337808,3.335621584032797,1.2816307040702286,-0.3956209436019533,0.33257891465651834,2.7466755946658776,0.22583066373204447,-1.4436303297925823,0.47640608242541055,1.844925969654513,0.7865298872722521,3.914088054629829,-0.6717970102553286,1.9776865482118313,1.5030883463187668,0.4137028617828871,3.075653228750292,-1.4074281902092503,-0.9178416520623415,2.059974095689391,-1.90225014613891,-0.6215416685413842,0.1346711655394144,-0.15953868482469105,0.7211710664710972,1.6645347836701272,-1.1349702642766137,-0.5911976508876216,1.2244758139819156,2.4916125011036168,0.3360258219182245,-0.7361893760560101,-1.0027630822217486,-0.3466815820315268,-0.8345019960534213,-1.109734579022409,-0.6675165923615489,4.199832548538131,-1.1356547365869296,0.28541857891262873,2.300327658345015,3.298266945454486,-0.8095375746479023,-1.0276499654584443,0.299151843373403,0.6672016413254135,2.855469227059081,2.2591579035387817,-1.020903536019812,-0.5158774813761501,-0.11513829686068794,-1.0588260177729039,1.736533179622416,-1.3324408009940878,-1.3954345511662727,3.064087919173,3.2619776867803427,2.016628552350291,1.713300143232692,3.4723700168148888,2.131202056682958,-0.7765981321783416,0.4504482559679932,1.8977578207900203,-0.004382062150171027,4.07977293760083,-0.4431374336205135,0.8187289182032472,-1.4478325974641983,1.4770740882734847,1.4641609568987286,-0.45210071888335496,-1.6808532030915242,0.17618999125223403,0.7444123923063325,-0.5135584476575091,2.76182934373267,0.18878881679296006,1.0924159156892446,2.7833697804483624,1.6284736578097114,-1.5478305812934914,-0.7380695285417045,0.9496811854453864,1.532718955597046,-1.3253866927058098,-0.9624057965325432,-2.2354202157184178,4.006511116252915,6.983078359294961,-0.44885028487341094,-0.4248091019731775,-0.6010902551686681,-1.9169171529988343,0.5436845210332065,1.8798987255055646,0.5367951884948057,-0.21130475538559873,-2.147645381009131,3.429080618232223,-1.086882519860542,3.393165931839898,1.5870064462348255,1.9948465547252572,-1.1670629498089222,0.6667690600862349,0.5934435602657354,0.3895325208435391,-0.46716911278947704,0.6256964368099536,-1.1422464243054857,-1.0372912288299965,2.253757662749972,1.669441350513119,0.9417379594291,1.0659216834364695,-0.8372873429328349,-0.3986902212275276,-1.476225570800425,0.983448509729674,-1.8091706693546032,0.6367093629443942,-0.9456663400167513,1.5156895046459486,0.6715414807076547,-1.9140753926617007,0.4199208613552118,0.4939719533186009,1.4149518717098781,-0.3764780250361325,-0.8596470143032957,-0.17856013546517038,-0.24281774752617738,1.8379066758482028,0.8132333743362127,1.9611524675781917,-1.2082265408613588,0.22156989765679508,1.7317999647683464,-1.9184616024992023,0.6618470978726743,4.452830580295264,-0.7432240841440644,-1.4329019304406998,-1.5519775390245196,-0.8606859203390052,-1.0790982352197114,-0.6789858297976109,-0.016027472625205093,-0.4765204503706964,1.320844427032223,2.1373913815451053,1.4858645908389705,-0.5848956786643201,-1.2291468879574052,0.5791517112066746,0.11929332895673003,0.46005184916605274,-0.7984617388251137,3.2256636652042237,-0.5050669122064424,-1.8589676210989874,-0.46006630320641667,0.9127374326824722,-1.972134152720992,-1.0784192832398753,-0.2168928995305138,1.7034837929206037,-1.1501913932277752,-1.6381643065362286,-0.3003701321498535,3.3975032555122024,-0.9177213265940275,3.2181740285532805,0.6796101382961732,-0.14357639332059707,0.49856997036291545,-0.7771321844728344,-0.7382038575390082,4.984465993994389,-0.9832188712191583,-0.896135331390405,1.6070655385322083,-0.5379401445825178,5.711855308804473,0.6013824052845474,0.12180767468558543,3.344063382229636,0.22672573979782112,-2.1758056112923723,2.210158631428197,1.763045857129362,3.6390585749494297,0.0265423791024932,0.18311581564632157,-1.1051937687969748,1.4102629030664495,3.7582966434508323,1.3806920814658155,-0.4987255893002882,-0.37783038975463995,4.2984355699969115,2.1810825319324074,-0.8318318308047692,-1.9155965330855433,0.108513997281706,-0.9320970383699801,4.0080295974098075,0.7272452469256838,2.1090728960010487,-2.340614044617526,-1.8311374739783524,1.3051770266756537,-2.178457834207498,1.9520297852331603,-0.1372094944493936,2.645569538623342,-0.8006558206706128,-0.01192754173428627,-1.796118112948758,1.8779136254638882,-0.8006121736257651,-0.31999399640793635,-1.1285789931394556,-2.4452426469321553,1.3327449629096346,-0.7268937166330948,1.0922760200173285,4.942329724196833,0.015176291533367739,0.23222184554572517,-0.4547828397665022,-1.4825133810665054,-1.409706178170928,0.6620312851339687,-1.0046788967984674,-0.5297977224796105,-1.586608127958379,-1.54266295209506,-1.5990593653857683,2.9855547038956924,-1.2705513592309194,0.48769908024563147,3.2288539823952394,-0.8683084222848553,1.9148554582262927,0.08740266860910925,-0.9540156635296402,3.0927233481807384,-0.02911693899238665,-0.4934082099144992,2.8704831499898193,-1.2457577748996844,-0.7483075403084755,-1.2936283309185368,0.7456378923073955,2.6165795067071915,1.5023962252717142,-1.3452693730342078,1.8599361305255022,-1.3877059520544583,0.7645370038492457,-2.345861529082235,2.871576338106936,-1.8317185163163865,-1.582662631322088,-0.8319054223051849,1.097571088663552,-2.0681564668393326,3.3119707652974784,-2.043013717247513,-1.1644193857328202,-1.3709685107444205,-0.4402781297083912,-0.882392127532655,-1.5806066068859097,-0.2726382444910426,2.346558596359804,0.40011506609158876,1.3490819092147939,-1.6829917219676496,1.0314946112452772,1.2266663362555557,3.54205731265023,4.564717404462793,1.3187413950799214,-1.2109494177565217,0.4154551104578406,0.8404675290673023,1.9024249005174123,2.684581615790833,3.428602199269486,-1.1480711047460295,0.9663684690720681,3.5384502898225407,-0.3525404692038064,1.6625039239006087,-1.064483320124216,1.6051817305457152,0.2845114510355391,-1.3532361995607776,-1.3601087215276078,0.6712355827207765,-2.189953685556741,2.875872453104859,-0.15566589692991342,2.378870826071227,0.6680981888111744,-0.24614945392397722,1.0175104269759945,-0.44557246177091747,-1.3418438917413478,-0.9947688478098754,3.1387867060194585,1.269946686543419,-0.6754916750839348,4.910528027312938,1.884591080325129,-0.2831686493413639,3.9629337233963153,1.8894262749374064,-1.0088442602165753,0.6601123355674149,-1.3325288626254557,1.36882649726921,-1.5899702104337612,-0.8731978551386926,2.0432260957832717,-1.775305160415364,2.3582114329085804,-0.9255671780453785,4.66328172492815,3.599937250263814,-1.7426634941199517,1.5421076398494802,0.7415139550060369,1.7797464761901087,0.46857480242637417,-1.890968151641281,-0.4751710038466521,4.129007413702013,0.5381307533348006,-0.573331598243953,-0.12017008178626487,-0.8499721904103348,-2.0774946321210996,-1.1572708165490162,-0.23917504370883605,-1.0681302914571924,0.37736866007512504,-0.20120119281603707,-0.12639512918467172,1.03719085904042,2.486843401783006,0.6979674084368978,1.246411336430825,-0.8185741354292643,1.7377575757426027,-1.4986074263425384,-0.7370051666370601,2.6586151946119205,-0.48329771238784236,-0.5995186768050603,-0.38891728097087697,-0.3274908438986612,0.15062829680513604,1.6380026163812271,4.955673111760403,0.867678560453002,1.6017164299076967,0.1674067715183191,-0.404543946494254,1.0463718323863618,4.153959994722325,-1.54813292289111,0.3444366424185542,-1.1485413519346475,1.4520422570817564,-0.25615881312498967,1.165546668928604,-1.2596840376846528,-0.19462219752090676,-1.8415735130056348,-1.259376392158821,3.371415944576612,0.6487516219262043,-0.43871627470148933,-0.3547980291361668,1.4970095361464821,-2.0280337251519103,0.42277836497691945,-0.6972886221617385,-1.293305495302872,0.8693392544317741,-0.08779668805449901,5.552551490547222,-1.501071585598741,2.0547423797749085],\"y\":[2.568435731782564,2.5665787872776082,2.3716186031532454,2.132868991300962,1.9448550793327506,2.37606774680955,1.8914073159913392,1.7519409024907002,1.7679493115461713,1.753400693596849,2.231901955186405,1.6828388358748514,1.909062186456963,1.727293671199006,2.118712988400272,1.9327927384858246,2.022080522792046,1.9492291775836397,2.070050801320262,2.2219275128418974,2.0248990224567045,2.195233798987487,1.9687289981203435,1.8673384279874707,1.8258281260575777,1.794740978394708,2.4539511945529497,2.123735229000242,2.0813578295178594,1.9979041419127737,2.2263490852696712,2.0949087148168752,1.5637427803064683,1.7608118769520704,1.2364857529321138,1.7464617472164408,0.7144335551362173,0.9883126688440123,0.3911582822548663,0.29144197305835734,0.7075012349091553,-0.0036167947599331615,2.0233512017714057,2.2929470285117293,2.4279226751420797,2.5188012312484864,2.499616324596868,-0.10160423028337802,-0.006706798388934911,-0.14756434422824075,0.6137693649853095,-0.7081630971616416,-0.6589849246890501,-1.0308096192271057,-0.9919383639268239,-1.3240545986573242,-1.066950470012248,-1.061569873020182,-1.1062920661416464,-0.2685650478649953,0.10097480108019032,-0.2878452546797981,-0.6725633044221635,-0.7781919697786672,-0.7643871424713544,-0.8958746031613337,-1.3437679045520543,-1.5055203630668805,-1.5361065971252665,-1.8681861598406013,-1.2442987662209193,-0.44857902793208815,-1.2199524861238191,-0.5162341193783636,-1.1171969334583993,-1.6186566866744658,-1.1950828441554673,2.605514557423936,2.240398288304795,-1.771886000403376,-2.0363415729561734,-2.3366695205983734,-2.8149462609557343,-2.8467617698833316,-3.0581941868311637,-1.6090546511953856,-1.0080222238055296,-1.8463728680715399,-1.8170503358477668,-1.7991414364354608,-1.581701753589676,-1.4606594698292994,-1.954060340418495,-1.847683823967204,-2.2449454827348365,-1.6089552309438724,-1.8654005235664533,2.310411987647578,1.8871964210347474,-2.6585211461141918,-2.6365300863527295,-2.66018814710059,1.9652506897354063,2.181359115756496,1.882551630972343,1.6865815901277736,2.143412120723992,1.9096175478311923,1.3917961148148448,1.7877761460507997,2.5889880293294696,2.270029831309173,2.7028790115053694,1.9846167065427542,1.764943924628286,1.6779772524029695,1.9559308903850043,2.60649087442404,1.786447751936485,1.7220198290999624,2.376967711104055,1.8213110867683766,2.520591911140789,2.7806299448562855,2.604728030560884,2.2214552246004087,2.296474443392212,1.9804622592258379,2.541467956887047,2.3398684188666965,0.9869329858506938,1.7835731942389332,1.673157622987264,1.4047275499548197,1.6508160501417224,1.0697499202490728,1.1240136554466102,1.8066377784509975,1.3654567806981235,1.807424300433139,0.5579662420676947,1.2478416826720704,0.9294996706523161,2.0123767856348302,0.45228018090609295,1.9804553933531444,-0.5932667520804878,0.3294522757384676,-0.12058009491888717,0.42747950841844584,0.2048311337225835,0.09965708694108055,-0.14409199272162834,0.013027116149297234,-0.27337244518458675,-0.011506139658210781,-0.5931245881991173,-0.5139086175661963,-0.7408901501390304,-0.5186771405466177,-0.26733910995350085,-0.1749603860846884,-0.48552223059341987,-1.1139296063269637,-0.9488439410089391,-0.9343969877281431,-1.0360888618715693,-1.2285885585633816,-1.2070414158560412,-0.9955442216098401,-1.2408030797988931,-1.6268860471722288,-1.1335485454409753,-1.061491961989157,-1.469270083780476,-0.9802119113421264,-0.6094605693524463,-0.7164619935286051,-0.8814249490482986,-1.4720455793764562,-1.2092695549705788,-0.7855296785612714,-1.0708826748443727,-0.4672234080180799,2.2112739546197284,2.464592502008944,-2.5946226966161974,-1.9857970217204355,-2.259075338748982,-2.093036952633888,-3.2489253926120054,-2.1737270886288824,-0.922958889978745,-0.9687898339897008,-1.3296661108081353,-1.8014942616446068,-1.1633291652962472,-1.8552125722170079,-1.5444698177096052,-1.9764916205847274,-1.5798525752767512,-1.163513646672521,-1.8486151787140312,-1.9574066205317409,-2.0105054833817313,-2.249070527853723,-2.0990392458737426,-2.2538876479309597,-2.2660883460386634,-1.747857127967942,-1.8563602072863077,-1.7656275164950797,-1.8183488305128814,2.3052017299662153,1.6026166576683571,2.382184861037482,2.2465021321326204,2.0440668731191134,1.946194154918786,1.464068506569729,1.983348632630287,2.3815830766975616,2.8220703364275064,2.2217531585870924,1.9742510595632021,1.8620585615924123,1.0736869480615947,1.5936554881619018,1.7153273596060838,1.8224448783919156,2.0013585713139475,1.8301166999346585,2.0845373868638695,2.060011539377875,1.3625595719929846,1.7237618193248363,1.5816137230722065,1.8688484583401825,1.8514387682370566,2.6018123356375398,1.5650857717297744,1.6350209314410524,1.586388229550674,1.508478994152936,1.2963155414644552,1.9096706687247247,1.7215152526822133,1.4424451524451247,1.236340777267173,1.8197829629127704,1.5085267555083872,1.0918075721947118,1.8644614936256731,1.7398402347936193,2.2821728061539175,1.5955479774053978,1.2224749634426144,1.9359908509137875,0.9970183755073356,0.41482384318528454,0.3921340624228859,0.17121068441167667,0.04581642690168831,0.031825155040919276,0.9605979483230266,0.04713150469375388,0.2719908815841767,1.3495400016205286,1.2852853598603082,-0.2379346431687758,-0.0039636111826195485,-1.0360057618349496,-0.8252791956097465,-1.3096255230225162,-0.7829035251254872,-1.1192922639336036,-0.9306646705070255,-1.673319404581316,0.27571658125269677,-0.9225213951919173,-1.390568807785059,-0.802197928584079,-0.39814774687454485,-0.7459210853766162,-1.323343982275102,-1.5700504163650961,-1.558336867742313,-0.771251027280875,-1.0740270851402292,-0.8700525754195185,-0.9314556183968387,-0.7039402330149064,-0.8852371144447584,-1.191999698422625,-0.5929818590237735,-0.6717951979486126,-0.8028968756499552,-1.305752255053171,-1.6342389961575756,-2.481548337528092,-2.275314907566919,-0.733840616997305,-0.8106400077581708,-1.5987711599887735,-2.0681465349281725,-1.034365681848548,-1.2196205205395105,-1.1717455139780408,-2.00960170006065,-0.8578866677243165,-2.428675643036008,-2.0105533911870874,-2.0324858435800692,-2.0601945277110816,-1.8974226648923627,-1.9687345364888553,-2.61156008857435,-1.797689918532389,-2.927743486164009,-2.348876938163583,-2.1066731839878847,-2.2349943649381587,2.100650506808646,2.4694298421368854,2.5497771417309982,2.654426595464498,1.9652319083635437,2.874184611430645,1.9238566331389733,2.7661095347401745,1.5355255648044177,2.1894230191655626,1.8790412002602017,1.7946770039317632,2.3376223992287137,2.3801283103776343,1.397345955413727,2.134555416933435,1.5815103578651948,1.975822183798666,1.4742054588918012,1.7622885371727646,1.3838743365750528,2.438432872768366,1.48598170266932,2.428139407464688,2.212765456183338,2.1455364811575226,2.4665026139798916,2.121739641148347,2.4742925962744904,2.794438379182377,2.5015450113401902,2.6413434404284795,2.60131122343273,2.7064955757162523,2.7614919476269293,2.4524628688112626,1.002239860245573,2.0106908708300475,2.2138153952130724,1.6719336055159626,1.3291426576654675,1.386180569417681,1.2735743561780368,1.869335840243556,1.510502235411474,1.5510405450302047,1.0996587457655702,1.111700868140764,1.5013183428114052,0.35569538602159184,0.3169580987033724,-0.14151292087239925,0.3947102124859005,-0.3349153141251873,0.40475839257650265,0.13562651419387536,0.5508905755688126,0.4642723738242051,2.2584701766959414,0.1694194640744348,0.6447291101963059,-0.14529119126995457,-0.15613145632533845,0.46910028619292377,-0.6958377975844935,-0.4823462293663425,-0.9497577188521068,-0.6812270596444017,-0.5950306267720193,-0.5833658167043173,-1.0131523949378616,-1.0918846535968412,-0.6863820857999366,-0.8883691847840351,-1.0037618200232352,-0.33152623838924267,-0.780900020726429,-0.9702696435214515,-1.3128209961829633,-1.2809885387719466,-1.214268386763538,-1.0795244809226063,-0.5888460260610953,-1.159543668489651,-0.18757865071547197,-1.544811841747292,-0.4827548214079221,-0.8944396936799057,-1.1657343956867452,-1.049846995058627,-1.385264090120088,-1.2370211625483192,-0.5340465834655208,-1.165512708560046,-1.3560534289495052,-1.4724157298056801,2.0592595857471276,-2.1573246076038117,-2.016707020808519,-2.4921457204391912,-2.3208895929664752,-2.464963738386962,-2.571714256608411,-1.1797961209096395,-1.0349663986956952,-1.3426540712650696,-1.842618470223676,-1.482277499682268,-1.6155010286761,-1.2736294069364484,-2.1155395472267085,-1.7332128619073843,-1.9741452574821343,-2.8958622863126537,-2.8689478521727083,-1.9937923724509108,-2.595690944393573,-2.7764857480938,-1.1883242505375653,1.6114655822271025,1.7659972788043041,1.6425581447819275,2.391884914676308,2.256468694455714,1.7228802725318653,2.0142881834913235,2.744346594439046,2.40681994470008,2.2314024541773185,2.8491105217677313,2.257435078723731,1.8140065339319102,2.5371049706110305,1.7363547284158896,1.7474383886293752,2.2451721583364965,1.7398657615666813,1.5381709016634284,1.4435693333156383,1.929910257449141,1.9636989209893283,1.996841688712491,1.6548098835865692,2.424784264535747,2.471843585357759,1.9798434371424138,2.716092647347049,3.0222834631763487,1.9031087315898763,1.8152454499302533,2.6528861715348704,1.8731755634624447,2.3110495926920973,2.0275488698119486,2.5495482319851837,2.0808819349329313,2.0042101572358844,2.2199892601207045,1.7223832760413171,1.9463223516881811,1.7916960044947496,2.325409337400553,2.5793784166683906,2.79049293476855,1.746960263776247,1.3910837104889866,1.6697132755160797,2.437411081203219,1.2599288002126308,1.5568030569760034,2.640579975583433,1.9683275586817852,2.1587378014683343,1.6239526013327437,1.7588343027828892,1.9759037770832202,1.7862766948878652,1.365357064394989,2.568657874720917,1.5434636746845132,1.7927151203737264,1.2641952245926502,1.8617967165257223,1.499112207249115,2.0582925253291298,1.3602770349093782,1.3825494678139574,1.5473439606974777,1.9572793863657163,1.5238713875259442,1.9795169697732393,1.2759945480055888,1.976621532054053,2.100609609135868,1.7319612943869789,1.2922014270100832,1.2504154163664343,1.906035435281497,1.812195065215501,1.4484282130517248,1.6598823975383905,1.7652109104160711,1.6548901192978767,1.4080521138222748,0.5268349875155649,0.7992380979310932,0.7680675036582545,1.8181961154316777,1.3593267857051994,1.8955832783080775,1.397603171801747,1.134515400128661,1.8819305167466813,1.446705243769978,1.3771982174068855,1.5131129198734747,1.428882019287421,1.7489718913234737,1.5467831969617227,1.2343827287384908,1.1001812514686702,1.287795240423685,1.8003056114076061,0.7491365998122604,0.1840630525705823,-0.09614646223173842,0.34384820857609466,0.08673786922356637,-0.40872999775887037,0.5464450179068268,0.6430160427758502,-0.08456103573148728,-0.5169787698305283,0.025312265883578083,-0.0036261367705274225,-0.06769608510996344,0.24554496170677256,-0.21651915565115093,-0.30420742674606954,-1.0347527000115262,-0.1477540134951224,-1.4323288963595466,-1.292823100017973,-1.3858679229006736,-1.0226452497341028,-0.6317299533261838,-1.1880226030777694,-1.1348858699779405,-1.0501504451379555,-1.4532866217140457,-1.7037423421761562,-1.6655901672061901,-0.3881433593738656,-1.4912676238045868,-2.012911740077956,-1.4238448434802748,-1.0669028692010156,-1.1935597808463096,-1.633592513385899,-2.049694154982103,-1.5504079949009395,-1.2061753318385187,-1.235678137668824,-0.7870454859490438,-0.9318085801939564,-1.7764226866735056,-1.0400407576065842,-1.3355028619623646,-1.433979769006503,-0.8740331397771097,-1.558493301756394,-1.5093768644425647,-1.1913419158214629,-0.8038088036129348,-1.593845216893792,-1.2123098946302016,-2.539605135200042,-2.0339660310652374,-2.72391329669858,-1.6672162750397748,-2.4706271875289834,-2.047590610164912,-2.431359241395302,-1.8608863771558122,-2.2329000732287345,-2.7620112682799083,-1.806363579700526,-1.4114832801376227,-1.7268012304088556,-1.674106141864438,-1.6641152457303485,-1.354344945928395,-1.1718029846399824,-2.153437804934726,-1.4611538508423267,-1.7734403626330824,-2.1948441395510954,-1.7887195142332066,-2.0724221080274714,-2.1210239159400346,-1.9186920546928268,-2.1563237304323093,-2.4608253218879494,-2.6927728654802547,-3.216095520586308,-2.9969104620404057,-2.8026865564705377,-2.714797771441874,-2.9252333533052184,-2.3287820946366957,1.6881671353234975,-2.6942102076439567,-2.3412043287495585,-1.8247671374231025,-1.8184924497711128,3.3863259918538913,2.293133044142769,1.8448684304461727,1.946664784187988,2.5783864364694797,2.0262581912699167,1.4209746306264575,1.7614925566320014,2.148658074978476,2.827745885852245,2.213431986105222,1.9113443520628133,1.5778432618170175,2.3998848551297223,2.062665616242385,1.9900374444814433,2.1083496268807114,2.04428693469243,1.8358161627756395,1.8815866075448822,1.325940827877172,1.5151951991262864,1.5325397117384671,1.6340546070447983,1.185754721080369,1.391621888579791,1.1413494432905678,1.6536151699852442,2.1673877199417007,1.510447070886653,2.2784823710976565,1.9771107892417121,2.864764552741706,1.2933152557433072,1.2973750660705514,2.083596166593946,1.2451737932832916,2.0542790833635105,1.6410664931960044,1.836638720624849,1.6481122831686477,1.2469415826715788,1.8390555787784197,1.4886177944395775,1.5247599310118691,1.9518959854315703,1.4673696516569092,2.1054267633962636,1.019510466295868,1.6181579633502945,1.113938769535141,1.6399445096463636,1.5598797050404933,1.5334727921717217,1.8689708601341903,0.9981857149625105,0.8539971255673345,0.8306959787249213,0.9577740205140323,1.1072390159475356,0.3936966448123591,0.11111529797868967,-0.16886152857408357,0.1190275277334631,0.17172496239787488,-0.13521163143161835,1.0501666822372473,-0.3863285079547333,0.04163651457757069,-0.3271474242320013,0.13119034872956153,-0.3546711463062018,0.4576909869341856,0.7572139552174714,-0.9406902220611226,1.8318191714255385,0.5524841432219293,1.998968572856362,-0.6989267789578474,-0.4583197235816809,0.041426913423105095,-0.7928161849432156,-0.01260659416798563,-0.27731061093304754,-0.5543797367377216,-1.088442277489091,-0.8818840704454443,-1.3530757695272342,-0.4669772904442248,-1.0551871859188307,-0.9383004573686289,-1.1483545011534155,-1.1901960642242122,-0.9609310616081326,-1.0424395182554658,0.011195148798689391,-1.619622495900267,-0.7874904453402036,-1.6544169832592535,-0.4193032434135937,-1.9350714915357128,-2.0719395820516504,-1.7842124594650646,-1.4465501484681158,-1.2908919409414585,-1.250890131533329,-1.7265050000060609,-1.270399089666308,-1.3206717199774618,-1.1705750577232568,-0.9981245963215748,-0.954710270044076,-0.8754484755537558,-0.9208125255315163,-2.425713006467185,-2.470261458925848,-2.5801969762282813,-2.215006657228411,-2.2428722655252993,-3.2985151066464637,-2.812401123639184,-2.8854919302257573,-2.3874496436758097,-1.872572998798178,-1.5324051542571926,-2.0195118920244965,-1.6791066526708853,-1.4594180739305471,-1.7874800566368587,-2.27890660479205,-1.565211428868427,-1.5565297065519539,-1.119976262247628,-1.7972950982814149,-2.099482823963048,-2.1365972457238103,-2.3572963743840787,-2.2181974372622966,-2.5789865502330627,-2.4423792901964974,-2.8236277039158915,-3.2288999741041553,-2.315276855257466,2.6005935622806886,2.330630383634103,1.865918416252009,2.007063115158683,1.6651067199848055,1.9285243954400408,2.61046070285679,1.6953638344879947,1.307516830918947,2.199649194627978,1.4682528558166266,2.222580187304688,1.907240697293108,2.6999872635825284,2.30848313798442,1.5120027284710738,1.4946959874380836,1.76082975709174,1.6091935688625698,1.6415482187963055,1.5089290895082006,1.0594792398093706,1.2844081909348595,1.2021403970542452,1.5379580425602744,2.4540323920549136,1.6441852579771303,1.8867182525703436,2.0247730952119922,1.8370422476596282,1.4501848595225044,1.6812644420757954,2.007999437307606,1.6709606764354699,2.1254643653545067,2.6434914502497833,1.8133809148828834,2.4775973806854323,1.759373912410731,2.1349663817510445,2.1689697463246924,1.3819989964939112,2.035000663543435,2.081884759065099,2.429460352525271,1.69072568380485,1.5055047398367833,0.8373163922405038,0.991780351484021,1.189012018521283,1.792909575519463,1.7486228462214883,0.9000697905031457,1.667378441082624,0.8480580200686909,1.4154016458582257,1.4350079344607867,0.5285045960438041,-0.5767772890773587,0.10511340464457111,-0.09770099433415796,-0.04539404824115378,-0.09385840874980156,0.4443896727892727,0.42184144166406373,-0.4086081945879989,0.015096146375487743,-0.33813902068247076,-0.20127833067276882,0.027481726787847462,-0.7552761155572161,0.12380033992891709,2.0607555933589747,0.060940374622111514,0.257282260191427,-0.5163881450397886,-0.4705687708216227,-0.3711713702628494,-0.2981264789852989,-0.09104936871645153,-0.3416537639729075,-0.05121507476575881,0.46845685614434146,2.312762325005798,-1.0708119906052893,-1.1011388186768094,-0.9459828042960934,-0.9980641737510189,-1.5872824917464792,-1.0724317116972675,-1.6595408210874543,-0.8686321915964561,-0.8044352679888944,-0.9990326409850226,-1.5121317985145257,-0.8139763793099059,-1.4801098686630065,-1.3983475680247701,-1.419618656777774,-1.575643923485651,-1.2183590007949303,-0.9387003784430814,-1.7313816667969468,-1.1812850757193814,-1.454686166895985,-1.6146444335292873,-1.4379888699005332,-1.8011494241130108,-1.2717462216254596,-1.4170542025309445,-1.093932588948783,-1.4028624259317395,-0.9528345813837985,-1.1373411629067238,-1.1655393233972966,-1.2013232474456856,-1.419266497125489,-1.6647538027950937,2.1316580279503405,-1.6825476794272571,-1.8284757419545177,-2.3771179147518198,-1.8915656519210613,-2.2053005531959387,-3.1104303605718693,-2.4118685125915817,-3.1084689723479153,-2.95752140548332,-2.734649094072051,-3.0332717586044966,-2.0716561442174464,-1.4905668551650764,-1.7682624236821647,-1.7689327412846172,-1.6763272771708513,-1.4256515961582015,-0.5591075484616072,-1.8241063711481011,-1.6047427199470523,-1.9151429934353652,-1.2739997985397453,-1.9831158010699657,-1.9741472125639778,-2.2204502850253878,-2.1363266434695998,-1.9469549230782963,-1.7452846612039619,-2.5286758669025837,-2.7982264488932835,-1.9808350713216811,-2.9396457543239047,-2.6562800224016683,-2.0513932586319448,-2.593329643627984,-2.5442409202625993,-2.65813660319038,-2.410497375396997,-2.0868506794350363,-2.2493301015923417,-2.245060340036251,-2.349343091253788,-1.913993645777363,1.455755811184131,2.464534968257941,2.1902636282283856,2.4352830198464446,2.266892152091951,1.130523546372631,1.6228993437886252,1.7057757756115757,2.572634805591089,3.13102841964993,1.695340086098669,1.7917752988401743,1.7494479845032733,2.141809860390156,1.949909807771888,1.4977077481753294,1.2984633089091178,1.7072041725714822,1.8271505358505662,0.9446629084407214,1.6179696130401708,1.304249179091164,1.4210506125299796,1.4255326519793825,1.7973519341115296,1.2034331768508144,1.3302651073656973,1.7863076585637077,1.997080558300377,1.7690617885316557,2.081831478325798,1.495702100257229,2.0990642068118834,2.209577465050877,2.3694620330672818,1.446756131243041,1.312453240289992,1.8455464580492338,1.6127149253781692,1.9527882410560518,2.021802801998817,3.01332631917022,1.4141499073946098,1.1736506721745694,0.9983205185277267,1.3181611188905942,1.1858613280402555,1.9961544400274804,1.2784639568145983,1.6990706854011053,2.1510574675367677,1.976935350801371,1.7422972638142988,1.7546070288953552,1.0889738243920932,1.0789185484637733,0.7366419600365596,2.0985160972072427,1.4248665474194044,0.6083019991236649,0.5396769121759419,0.2734602450600286,0.25887561447603674,-0.345721863639534,-0.13411047239119905,0.5922403942452005,0.16693008336097648,-0.07864978585950341,-0.22399422158061208,0.5281147550324613,0.36001484492209557,-0.12793891501517943,0.1715666901698632,0.1433625961032128,1.218038907669015,0.5072879547495562,-0.0026074374059857934,-0.04827056593162915,-0.7617594902158181,-0.5068034863212688,-0.132661778170842,-0.48204496022273063,-0.9366348105065421,-0.3786166735059182,-0.33761527210517567,-0.16767295478353386,0.07878558849637464,0.2727315566969921,-0.42374806021667816,-0.5440152128946402,-0.8623671498412351,-0.8822575924930225,-1.5167171924749265,-0.9234428189639133,-1.0926942259185266,-1.417011479481239,-0.7389351827034911,-1.133235140077912,-0.6763969248664674,-0.24735651024155592,-1.4286565176473516,-1.312267241095385,-1.3093626666391558,-0.8127271943777481,-1.5310179670634145,-1.6711266086677854,-1.6186427356174293,-1.9088731130231988,-1.7033097208962513,-0.8519102242745283,-0.9035861133098052,-1.4652940725549586,-1.0835419398925585,-1.6249242125574055,-1.3236366833970246,-0.6750828278806027,-0.9745463007345735,-1.6722188376290743,-1.0450640100627355,-1.19273182794361,-1.2663127569169776,-1.1306628684134379,-0.4943606550818925,-1.2856196452885755,-1.219723020884473,-1.141060832143472,-1.0735704560965462,-1.6427957561931807,-1.135139168469241,-1.3326780605852164,2.050965829932437,-2.7149770858927575,-2.3302423758956765,-2.1069181637339556,-2.267771350770762,-2.118899675338951,-3.040658942593674,-3.1047815665524996,-2.5179452445489745,-0.9454728702950336,-1.5755311612834875,-2.3169558241389785,-1.3761732239321052,-1.362264269687807,-1.6106105693254231,-1.510389590824016,-1.4119433549287428,-1.0090985230774854,-0.9698232634877842,-1.1120032307581151,-2.123952590010078,-1.9914690649767914,-2.3588496096989213,-1.9114154853361716,-1.6533905721874202,-3.1927851011734685,-3.238068711292536,-2.877088270265212,-2.474818651337741,-2.8600311356770223,-2.674598446753763,-2.379699573694317,-1.7929063658507245,-1.5856110085890376,2.5218032055663504,2.0522203437699322,1.7619682610808118,1.7111491288941358,1.6383548972095165,1.3859383749225638,1.6882942934869265,2.0328271890865928,2.0295142581654124,1.5995426689198355,1.6209442515472325,2.13482972611951,2.20919405618876,1.4671369427253642,1.6131321335786997,1.8106719016977795,2.324816260039925,2.0577500359483802,1.6377177675384462,1.0190892800101694,1.133821570076176,1.8923191894701652,2.8844074979909995,1.7951686943884853,1.6611029612665118,1.1190334769600743,2.139214005139055,2.258011760931038,2.3357986850514894,2.3905697411285853,1.8951972555576877,1.8227998280031157,1.414844612855666,1.9469925570648199,1.1554360082810924,1.514173176416776,2.5418305036247864,2.063338687066157,2.594539715562539,1.913583617325527,2.1697191120704544,1.6308209738946557,1.8704639969277779,2.2721454265267207,2.162547253799323,2.625567958863317,2.077464959844242,2.3382412419149605,2.5244345640541592,1.6059665994853896,2.0297126400181233,1.6561629236808166,2.7275798724244664,2.434545921183792,1.9755415862560548,1.892790649154283,2.659139944341542,2.3756281291861145,2.097388916683988,2.6936958928864487,1.7510867934573013,1.5962574731034167,1.8625269602207613,2.4673692713853272,2.3190995565805994,1.97794202340639,2.1109094943438054,2.1381791163431894,1.927945463318787,2.751047820349387,1.5469418614628816,1.632363646223448,2.101238167079521,1.0636568054651445,1.8843108613322432,1.208893968469252,2.0232739034665097,1.7969010546856499,0.9603280031996009,1.9423999903666267,1.5023428213340118,1.4927405458878695,1.5975329978630546,1.3877132137739616,1.5650177912329677,2.339126369213326,1.9424062309838739,2.1987223065875297,1.8480956376407287,2.1882542142947745,2.265348257055165,1.8678242246013217,1.381310667761005,1.9930988525672473,2.122273115587413,2.2317092039674704,2.357426399237317,1.9658937247084252,2.1489447922394067,2.319254039491384,2.3752612484552387,2.568585826188529,2.043060105775575,1.9770250050208904,1.992648091889835,2.119229753388404,1.957798270009413,2.1807844349728676,1.9631667485320428,2.005167849239285,2.02870662903534,2.681688162051184,1.716113576995483,1.8113551625500575,1.9933419147449962,1.245751755619857,1.9336298164821066,2.147311223994005,1.1969077632545448,1.27516793985369,1.5546966995330438,1.2642128728095097,1.0666522560964065,1.7729859489601607,1.540736542188351,1.4929719330103604,2.373959574635499,2.196986826252987,1.1652386193702438,1.320028315253836,1.8524427725943051,2.4304826942083513,1.7872808703236576,1.2463079850896035,1.306124352253604,1.5112614586086002,1.748209405670813,1.6019538145920125,1.7396345382887035,1.7402980244525843,1.9777678254611846,1.8660562441893198,2.1443234166573233,1.3151302158370173,2.072494354587148,2.173619842303035,1.8591962778011075,1.3682053313409963,1.2457325497154286,0.6796088697016636,1.3683016648996655,0.6208832487049116,1.2705395506904678,0.020182148987884896,0.28920218737951914,0.45708853295947866,-0.25917326401861357,0.2735399149400542,0.2689527766343153,-0.41661468171367133,-0.020371859308661623,-0.021778291382313835,0.19481602634956355,2.2818667659687475,0.2905350961759729,0.42923902441655526,2.3333515232282798,2.142278052557191,2.3497622314649194,1.9286747949694063,2.237637631008668,2.29169313399167,2.663796295630611,2.3169013416733257,0.2678248478361926,1.433159511000562,1.084101301335076,1.1465734942002022,0.30220723467165844,0.3571541460977953,2.268957319905351,2.054207454069769,0.5160200439024094,-0.38281601231323126,0.02155775426986991,-0.15731531840084947,-0.19425250459657956,0.1676129627765168,0.43243434344192927,2.9078631221716273,0.6129764557244427,-0.12140394332088673,-0.12552204856264598,-0.31913704384756003,-0.24118322439848164,0.146377347944094,-0.1145262991624786,-0.14425601513290998,-0.25350419928361645,2.8475026159789665,-0.7929718267798429,-0.33252853540184096,-0.33828419114737357,-0.8568296321216098,-0.2333756931290794,-1.0192616564672443,-0.5198803558146615,-0.8936818764144797,-0.9785622052065418,-0.4426380176467266,-0.19722311697377334,-1.5209473356787364,-0.37703963946808117,-0.18726007074821951,-0.2544967369180609,-0.991839723795583,-0.8975802639000727,-0.03357858755940331,-0.9527630150128494,-0.6497480433240425,-0.7652929269519754,-1.0639689120243476,-0.5932960751657215,0.44183500136603876,-0.9208096502120146,-1.4389480286125624,-0.5433077916370456,-0.8189762428929925,-0.33169828397437934,-0.8924992301490337,-0.8209725688484263,-0.8308463165512906,-0.7442982455047665,-1.3060397223494404,-1.223626625421248,-1.0725420557114227,-1.8667408748595993,-2.118318806217694,-1.712708103721579,-1.5383015156250508,-1.5103340598716275,-1.776855114093349,-1.3216856838923707,-1.1017717983476452,-1.449214337696462,-1.2274788773554595,-1.675062246736153,-2.114774615973718,-1.2378942823510712,-0.47055405232936987,-1.644295027584892,-1.2342273777816537,-0.8837620445158078,-0.7424341579410954,-0.5271600160255164,-0.7692845815292085,-0.7984163405974702,-1.1602031986862236,-1.2523415556314872,-1.2266455200114212,-1.397553071936104,-1.6547036605277012,-0.7433586774165252,-0.8251669462975681,-1.5629268833529537,-0.6805849475491225,-1.0904197641021693,-0.9953342521931567,-1.0929091928425907,-1.0360986122110407,-0.8100111690642036,-1.353933805860249,-0.7301333104321028,-0.4972358008074101,-0.9087675392736605,-1.1539306428962288,-0.8765199996824762,-1.1811399747982536,-1.4671500653120488,-1.3029901362542011,-0.9923415221918255,2.3662759347697326,-1.4680690854106075,-1.8078177268462574,-2.628508927151249,-2.2584730692258494,-1.7127770412483516,-2.1432594876735194,-2.5292561444443384,-1.6871882901208146,-2.099094512495066,-1.9622281834435054,-2.2814860121701996,-1.539360433033817,-2.740003244481114,-2.556385522903404,2.419121798167129,-2.3468778491152196,-3.0793768007108575,-2.9379614957432367,-2.3720967875707637,-2.929461222471301,-3.3974659274943395,-2.3684905602009647,-2.9352714529274615,2.177869952240061,-1.4908934595889727,-0.679505368288927,-0.8522248741080888,-1.5117501085490774,-1.449163131174397,-0.7748908125292896,-1.6073935336257503,-1.8815802267523447,-1.8104167601301648,-1.8540103479913117,-1.0926765902662638,-0.8919260854455305,-1.5107919548101068,-1.5547247964338895,-1.6743268211237485,-1.5278944881285732,-1.856163561027298,-1.265384123611846,-1.6015203960144655,-1.3020707484978504,-1.017975596766403,-1.5276062155801586,-0.7904905738495054,-1.0219933708286444,-1.040171445960469,-1.295606505596922,-1.297058400823271,-1.4819137119193218,-1.3641301239656691,-1.7972558458306098,-2.382762712883238,-2.141651288451983,-1.7910222389811834,-2.2708479961518706,-2.133535548999929,-2.2053121900606163,-1.6304714842033927,-2.3667506571290353,-2.0660321982920586,-2.8985377439675313,-1.8100937331516709,-2.2497155419356827,-2.572262056222776,-2.2672170573605053,-2.1640113092855677,-2.869175836531549,-2.600641603365587,-2.1716590507139983,2.1380581587684926,2.0366364035898568,2.1605017117047964,2.1974545966298313,2.504209809937531,2.018131358716052,2.369975922637376,2.267735005762636,1.9271324585694192,2.0291374960775226,2.621758027669153,2.6941844235309027,2.1194691483276156,2.1021598635534384,1.8617509940861967,2.619358553766298,2.218819748635415,2.492794016657065,1.9823944012249333,2.3598996255761007,2.1928004496874514,2.71158729405768,2.27320518769434,2.335809125797026,2.350912519113038,3.1088985707076615,2.6205041173360737,1.3447582519436563,1.7426257772627007,2.003439743437682,1.9326035587120596,2.2498905452039897,1.8004068018693742,1.6499529403802184,1.6595778502767542,2.264522500844158,2.2823824544263727,1.902987907033488,2.095771850508555,2.500179618854353,2.0495333953924293,2.205424608488317,1.7446078619940497,1.5881586358479782,1.9327155563308556,1.1193753304399825,2.0516232608419176,1.6342616264665175,1.2772240601119942,1.5055908854702198,2.682918171492131,2.003131828672754,1.663792737575364,1.950810561876576,1.5306489214229746,1.5031000040061193,1.7016716070912323,1.8370440206192766,1.6709356468264829,2.7377778588920996,1.777617984072929,2.0275234610338146,2.6657976699715165,2.3583853109780057,1.4604122166490578,1.9702981290420563,2.19192601906111,2.0612884054615677,3.441594057002567,2.3751000343409423,2.4003894405857142,2.2749779397447645,2.578326168706633,2.3120261148785217,2.3730803109532586,2.8578940311150878,2.28008533857885,2.363498061508321,2.423073280676702,2.1734152370066178,2.2640365295377554,2.40069403795333,2.8850776649801495,2.519431647815392,2.608325900893891,2.4789252135977726,2.299736105684132,2.3363199836156046,2.594167197526821,2.7997235075726685,2.384168511764514,2.1730786142047265,2.379585198750736,2.6196630717418268,2.2310974997086905,2.463324221988854,2.026930407686156,1.952606286999331,2.1393993480546585,1.9411557391120007,2.2149863378755925,1.1247189683577647,1.8490087343423331,2.2502036227833386,1.904881428492441,1.2219411441358687,1.2742788004266559,1.431862855926008,1.096354739096812,1.080119618666861,1.586982633342208,1.4916304114474639,1.5489632245646787,1.3282740904319081,1.2413180291299737,1.5355651709970384,1.4038946572426372,1.151932469554786,2.724219832520712,1.5739416594686177,1.6431226688435956,1.8240312106751195,1.3640587172140632,1.6204459417287793,1.3136062436493048,1.470529067827564,1.7522210475583222,1.1358656942524075,1.5805841431210668,2.1936674320438083,2.28950449850824,1.794116870429179,1.1272303026167585,1.66564461161524,0.9683581812348837,1.200868530572097,1.4329161985193908,1.099652476327755,1.0186956017279032,0.5254378880059635,1.310933582400909,0.593304830916682,0.4172037841333525,1.431313350075689,-0.1003813735071225,-0.22870406490827014,0.42675289369294933,0.025747089207677386,0.666096110243852,1.0187079786777822,-0.05659903326363278,0.1461540605617331,0.3691557507207283,-0.06847950729968506,0.011703358792805036,-0.16765905079162188,0.5702390804118995,-0.12441816866509232,0.42313166902711963,2.0682305549848476,2.2281529922729573,0.8270693316969189,1.0995517812841842,0.7269564763122641,1.40480018319111,-0.22855360289536583,-0.019246704860915422,-0.15193482080617698,-0.006198913674261311,-0.4280792836460284,-0.6265432184864882,0.12668759879863759,0.1119657019870237,-0.31709376378472043,0.2910404861118997,0.47798663014840365,1.812167648218788,-0.19982432091921165,-0.8491290633072084,-1.520339640757625,-0.6928686693853491,-0.5188679414197898,-1.2827800783282641,-0.5547027307492377,-1.1974553497011722,-0.12063522696515407,-0.45210942294388634,-0.6294065633324523,-0.7185679169499456,-1.2984116016800893,-0.9018213245612596,-0.4386546993904684,-1.7097297410681074,-1.0314576001538749,-0.2432516101936165,-0.9976507187882032,-0.7183724693106486,-0.9201336415715032,-1.1438606609671171,-1.1168262966975528,-0.7919915687679491,-1.0180129773785873,-1.0390456156763905,-1.3256835488591292,-1.699163916748437,-1.1535912930792809,-0.7863525703746284,-0.7998525311988485,-0.7628580051999366,-1.6023121733345402,-1.0659460746454903,-0.9961296378218548,-1.330107155725823,-1.2362919135054904,-1.3760583483132867,-1.3822923852141527,-1.412362413750921,-1.8404408059672446,-1.7485665630636502,-1.154111490618754,-1.1518230488184351,-1.439427550201364,-1.0463176392533948,-1.3049602294656955,-1.407565301979291,-1.3212783481541719,-1.431552320942252,-0.8791472094964143,-1.6877765379679757,-1.2099666881108606,-0.8253754028711816,-1.2456178226924481,-0.9936627677382714,-1.1149273329146547,-0.9372541325616339,-0.5553267006687647,-0.9818612528307927,-1.5861695788626196,-0.02144783868581839,-0.8424205400676046,-1.1888768706395598,-0.8374166054431482,-1.4712211355106315,-0.7074397522690031,-0.7318932780873336,-1.163899122688513,-0.9310943383789376,-0.8883216847260141,-0.8573893587783453,-0.9176147500827815,-1.3715665477957106,-1.531711040800994,-1.3789580592179684,-1.4077673641633863,-1.853823663265942,-2.336744437588354,-2.3621032549840786,-2.086982930093953,-1.8816937656195678,-1.6142423411840034,-2.075190857574729,-1.840787597342725,-2.741555624526869,-2.284341380137742,-2.6500717837966064,-2.9627421859606398,2.191201528237085,-2.2905533019065896,-2.6966920782274646,-3.352541146448441,-1.5284258124415109,-1.5110305921424996,-1.9619334732751508,-1.6901266342771606,-1.9430281493214616,-1.6055798780129773,-1.5252617626251763,-1.785246114015919,-2.056342074221847,-1.7713877840487062,-1.2572379789857506,-1.7121992512895625,-1.9228642644652327,-1.0979991563267353,-2.1004837722097793,-1.3646375751119424,-0.7358037969375458,-2.018062234675427,-1.7096001337245628,-1.4090343452404992,-1.5072312524250209,-1.7835788096712102,-1.5303345156115484,-1.335473698763161,-1.8559156757373576,-1.4380749124643457,-1.5794001185984414,-1.0287061791691336,-1.1539719687382366,-1.9285538787880019,-1.8562764139203864,-2.0850633412111024,-2.0459651774228282,-2.312442080518201,-1.9664715624375386,-2.0965105588015067,-1.6453359240542123,-1.9230904103577315,-2.1527773816296967,-1.7234578101583589,-2.2189380266960437,-1.9678268386716804,-2.0688288937013297,-2.91492558997163,2.032276572983945,2.0298076931121116,-2.860698824649687,-2.1539525082255486,1.6610526095433358,-2.3917699985872076,-2.334857641957027,-2.4050446670055896,-2.446495673314953,-1.9203385958260215,-1.9401322585858212,-2.0778438274596573,2.009087310522535,-1.6373257672593768,-2.3383828174448014,-1.0031564438651757,1.9482520295299002,2.021500124490559,1.8876586377337337,2.5815965401503154,2.08030696416024,2.6134343457254325,2.67905303617647,2.857688997165285,2.0176272089914735,1.9133446515165855,1.7200452112545057,2.4038223059444315,2.0339545516483426,2.4635972890173736,2.4406298718520363,1.9377850735354647,1.6079424883558668,1.9969581816032724,1.9281947031935922,2.935196744026428,2.309774115294408,2.3731326943588194,1.7424618772702747,2.0175015187618888,2.392784735672624,1.6886226674054365,1.8137817548259447,2.5637548527289815,1.9467001662388526,2.012855524392715,1.3705295552490473,2.305234051306859,2.310436640070474,1.7893350917814044,2.1107403508468705,1.3229129887849544,1.403245841529575,1.374520016230784,1.5475760587886533,1.8364997874410587,1.1772929893793487,1.563330437331642,2.2116788212031535,2.0981227741609767,1.0542276794485632,1.5967979187615318,1.9393915820381245,1.953198532536745,1.6196371411639616,2.0756089111984535,1.7294061444941975,1.7123387049926733,1.6716600222876263,1.7660892718954089,1.6523792742683734,2.4944906126543125,1.6729919171422776,1.8709563891464183,1.4431621042455787,1.9081813576315483,2.195433334822512,2.839010870156953,1.6376896665434295,2.1011372828550483,2.072507736233963,1.8572315526463359,2.108786376847171,1.794711181535833,1.7424383605891305,2.511118869778515,1.9344081791075292,2.1979051618552794,2.101679780225417,1.7073158113212001,1.4728165878596264,2.06086239757924,1.9057303964134207,2.1681195883299664,2.443635154887147,1.8074805899470283,3.0011851564628595,2.1882362104921813,1.421423694246237,1.9583368637136476,1.4389339733617053,1.46686260332314,2.2697529927374682,1.593346988478956,1.9174892934445005,1.7439080586002003,1.5143051889075076,2.0022207047217235,1.3272157944884502,1.9764879351520608,1.1274830443825408,1.5762279985413497,1.0557148995290986,1.9991940436366233,1.0851858195508828,1.241575721150684,1.5187980542972068,1.0475327238085455,2.260641855408283,1.9319163260782402,1.5753189981493483,1.6650188724698907,1.2762517969415685,1.8668828305560103,1.429255482716335,1.556775853720124,2.2696649254428505,1.9741580232584577,2.4724517567489683,1.8456740907462208,1.8991342927392239,1.2747748614197936,2.187346574123597,1.832347348666215,1.5216676291999878,1.5207749819449319,2.0791994206849953,1.4772092712205367,1.5563777993103551,2.4417800606156677,1.230656312060257,0.8583862121717261,0.6760058485835552,0.9039992288810724,1.941451810368211,0.31859160291771665,0.6360261689966574,-0.04339639702690894,-0.06770093307896692,0.2729167000816944,0.6302554244660379,0.0950218995748442,-0.01758525613478403,1.8655481282047308,1.1059437441269888,-0.06769595140766978,0.06575933806982588,1.983956274136032,0.43103377047548014,0.7302708287797054,-0.09899615733577347,0.5527639245574224,-0.40491107830262557,-0.04551100439535483,-0.27813975793441886,0.0048779011125658234,0.3943259909725891,2.1910274190047003,0.509467859495825,0.1714837804885432,0.5454960742744012,1.1145847662939636,1.5736855421218032,2.1848076173390893,2.2592628592537034,1.0737186448631348,-0.4171884240043368,-0.40257548731664816,-0.45850650900111495,-0.18322086003794705,-0.22163482253067732,0.4260699441582796,-0.6932417159678326,-0.7769880249874507,-0.17509921375447968,1.0229765123492083,0.1640401513343113,1.9196859896087106,0.5560743074774097,-0.24855439892148423,-0.473093867154584,-0.9755532785628342,-0.5910681936994111,-0.9292680488186287,0.1096629158389172,-1.352908068787662,-1.273402998426873,-1.3254816752367755,-0.9429287519635069,-1.2872835442625805,-1.106439564327899,-1.1046143947083598,-1.0390237736031065,-0.8916823599300774,-1.219844328503867,-1.0275745787138186,-1.193261887768389,-1.2001715161384405,-0.783792978702933,-0.6647203697851192,-0.35194427831035635,-0.9556349524355376,-1.165888191718304,-0.21820650918919537,-1.7154196624556652,-1.1615876928721645,-1.116244432692701,-1.1542582796919822,-1.169176934754758,-0.7439241309922484,-1.0310108745226598,-1.0916919619705485,-0.9924946674904945,-1.9501672258839753,-1.7165409324896013,-1.626748417890586,-1.211268787743645,-0.4561011336427429,-0.877430215625456,0.20892082309349472,-0.8995744587052468,-0.7561146859405424,-0.5311672594733254,-0.9670202339499129,-0.6274694590036489,-0.37024225482418105,-1.445075888587662,-1.2356221661940419,-1.2784278066807364,-1.34558002803086,-1.28772561256531,-0.9374407141672351,-1.4341867303888813,-1.3515336333136319,-1.420971502845549,-1.3007413236364334,-1.30958806153645,-1.4347342828146803,-1.8392468640133948,-0.9366644204454729,-1.060162640138362,-1.309542131288809,-1.1835985356260363,-0.5984249870455363,-1.1425535057384302,-0.9552989252282208,-1.4278529320993623,-0.9809446665138962,-0.9497895442044679,-1.1409283351100532,-1.2868343304692447,-0.3986631729590004,-1.0284249018994653,-1.1140684395314822,-0.7766585506790592,-1.2558117708784342,-1.2447588447803755,-1.1862861210771143,-2.2063565724126946,-1.7870772643049029,-2.6695350481048274,-2.1010922681929296,-2.1873258794392916,-1.146242314024749,-2.1544498710764257,-3.0296198014191837,-2.916585038187486,-2.8197576072196817,-3.1161616122128395,-2.8777741553493357,-3.086557585828849,-2.4826349297412067,-2.717616270098944,-2.288780294590363,-1.5062954123538401,-2.0187297573000125,-1.6644596308714057,-1.4723324813962626,-0.6656164764348005,-1.0725663712952525,-1.4642292395587138,-1.3253284186980052,-1.349266967735448,-1.723874153617724,-1.6374444108556585,-1.7411227842507548,-1.83882409603846,-1.9782317799851137,-1.7735829527059908,-1.8487404429200764,-1.004318656248069,-1.6120753738554896,-1.6317058026160078,-1.3655132073945897,-0.9272894685689407,-0.8338982768050592,-1.134834093019714,-1.7123514290938318,-1.3642840732532635,-1.1134458260500906,-2.0656127749911883,-2.1962629213250753,-2.3289432864947246,-2.388521134466363,-1.7060523947323967,-2.1058489791606942,-1.9665670825294321,-2.0231885840270825,-1.6055904830770824,-2.089439791003013,-2.2457105312173082,-2.560604425017241,-2.304383083422347,-2.6513944997629926,2.6399549798016055,-2.8171995204402682,1.9633319086432577,1.988945696741473,-2.450482688135717,-2.259314800847802,-2.30501977522214,-1.9132683210242163,-2.588765285921739,-2.421102186489108,-2.005941148191741,-2.158871666960448,-2.3650228712394377,-2.110460455200708,-1.452186615356092,-1.6748146243618427,-1.6865885753024183,-1.2009929180505734,1.883206205087243,2.501137760726674,1.7216471680963605,3.368543061947467,1.7952654979431921,1.5149826873778314,2.1583284427684073,2.2320249797965332,2.521669674205396,2.1634545248530865,2.5229541575094463,1.746077277225566,1.9338286632791268,1.8299994350248794,2.2926480839216907,1.312345325166216,2.4006171878323004,1.887457754111521,2.1289836447627457,1.13422858701642,2.8741153402557686,1.9842538005897008,1.8937604081632837,2.442351450714481,1.532516317413575,1.760587862786601,1.938455107681244,2.006617396106522,2.140558369193895,1.8072600107566539,1.6418035419178927,1.4598594825907145,1.9112096593610592,1.485412782233015,1.9533846374782773,1.7142694488823855,2.285020011110797,1.833976261416167,1.875898207572217,1.4954995616920375,1.337391682642541,1.8190853879742535,1.9790891736599792,2.1534459202867984,1.7140989347284408,1.8926553755123672,2.5297137125189324,1.7160963544293044,1.697739082515792,2.1097894247404336,2.4814982572161877,2.162328587669633,2.3768383415008882,2.827697295968683,2.6205022029963763,2.6178031633295427,2.0891467159810766,2.0791353521213165,2.447783638241132,2.4150468807618046,2.288224752450863,2.0924593131377485,2.139655150725526,2.3261765334287725,2.205177814906169,1.9927287897609816,1.884345087679204,2.0671991286475984,2.2862373475046716,1.2351533774478585,2.196171982545013,2.7092746686047002,3.1028759247392377,3.1883875236621844,2.835784149003393,2.977501122482648,2.9411730072897018,2.8367516922070717,3.698553768252549,2.8467721686548773,2.6203954323252847,2.737813922808114,2.8972406852126107,3.0112993539469586,2.789923406262741,2.281563310021328,2.6041485194300247,2.635386757431697,2.774239809222549,3.9732617126865493,2.7256654001709095,2.704784805672505,1.4394303761924807,1.0386434373914863,1.3737550333191757,2.578606408575802,1.2341742174036783,1.7343395825595642,1.6838165059706383,1.4068932061002644,1.1126206269513037,1.8774816636079406,1.3264146861914037,1.7506944101171844,2.1500162222275985,1.2318122315647702,1.4079271979313857,2.083459944005364,1.1875892479529073,1.0380171760840498,1.8409929656535884,1.5140378422847804,1.8829131439828437,1.4188182467100627,0.9954904873817481,1.588444885809076,2.20574192103987,1.3634364158085146,1.1672599751084178,1.3876766284055688,1.2336553583080965,1.1284274607229683,1.7125447410407102,0.9220370309947676,1.539285852837129,0.5228141656523376,0.10060080255872157,0.6590777439040622,0.7585824926214457,0.4737427303604842,0.12307542859402214,0.1646430674886315,0.3016040612193556,0.6324328136796317,0.47741922890459165,-0.20126925239744378,0.6989129103387142,0.25627474843879083,2.0155441854947287,2.330484604607023,-0.13182043545813324,0.26871858526718984,-0.47440943726839646,0.3749374504780476,1.84368894785258,0.753174427954102,0.14959114951953567,0.3404553695923944,0.29240848217909726,1.0566166889884685,-0.7373299750504115,0.7549468980411093,-0.071947016822886,0.11601462483355655,0.23781996557707188,0.8403260048132549,0.7264357015710846,0.25154584965744603,0.4185318444435616,1.0440478628168666,1.0345492784075365,0.34698244642950576,0.7138680641011188,-0.5232171873941119,-0.3249849591183777,0.13940284068901562,-0.2654721803593175,-0.08424637110688314,-0.0730000077770824,1.9519782500813656,0.08893689489786627,0.3460595601451663,-0.8184546320802705,-0.5289652117572882,-1.0221817589226814,-0.7464491816999616,-0.21125401895295368,-0.8129416932610529,-0.5623387588635905,-0.5761981493140136,-0.48393956611437744,-1.11538463145284,-1.3040166957735675,-0.6231328313068646,-0.8833003875506323,-1.0697313859875242,-0.7618951844859883,-0.1489194696594136,-1.2377249110278008,-0.25789948445717764,-1.0729861353035839,-0.7079998234694829,-1.7766965899789147,0.2710802993145206,-1.5983681614661704,-0.7426366444885323,-1.9307792723220012,-0.9301950111412505,-1.4559117190540225,-1.0312389971441276,-1.7798557529509635,-0.1341112860032893,-0.37590747675314484,-0.9537459130588097,-0.674441227393533,-1.085968092723676,-0.6325641870355544,-0.6899259289949594,-0.49491954842133296,-0.9923701280520222,-1.5583778976028042,-0.5846551002317782,-1.5199851631774033,-1.5169718391549343,-1.0507954275125477,-0.04010513787158265,-1.2633939645976267,2.162563719546465,-0.639934705703219,-0.19770423728250688,-0.6467584584133197,-1.548525343853019,-1.1144710517191592,-0.4516769413296487,-0.13305076347338018,-0.8373828908676101,-1.4267686230584264,-0.72183440944254,-1.278010655971405,-1.3474461721110285,-1.3942542073477449,-1.0314818820199172,-0.856779033705863,-1.370526498177719,-1.1336845150151649,-1.5604734527304989,-1.4813782512538907,-0.23946728347705049,-0.9276217466663048,-0.5863575164819964,-1.082760682708545,-0.9830681254600768,-0.9633840005050537,-1.1198836531867933,-0.9172763624421377,-1.242398365242262,-1.2036380088579102,-1.3037383585481899,-2.135008513364315,-2.0871899044646827,-2.272412073079166,-1.8428786987153305,-2.255128971785525,-2.3747212680953065,-2.3068049011633187,-2.4211092703507244,-2.0621813513365836,-2.4276398093205485,-2.7426114521671665,-2.9445607811519103,-2.3630513321602082,-2.6048259540934033,-1.3624158350785822,-2.429287089601542,-3.4688005852961887,2.284006636855563,-1.7074525005268346,-1.098172611728997,-1.585488046395959,-1.4924855765923173,-1.2831504324798266,-1.9939985076347129,-0.7257965788779807,-1.5981778815876915,-1.2619260103987513,-0.342185164510719,-1.3264781589840993,-2.0104503381256698,-0.9181691697611144,-1.8961031732067826,-1.9625770048780216,-1.5872816946463264,-1.8829357330546586,-1.5218792213768784,-1.9512907795962529,-1.388407631342292,-0.44521903143289443,-1.8282526488790602,-0.8571687732796769,-1.0850780356398098,-1.8379063969205942,-1.355792445063867,-2.08233623930833,-1.607578334271369,-1.3993073311142978,-1.4862955797535615,-2.022606180356146,-2.1948741243654513,-1.7683871533563986,-1.964054919672516,-2.2424789842106287,-2.14211555561452,-2.300975306581116,-2.221539939316882,-2.039325606337839,-2.1697370037558663,-2.35743484574024,-2.2798243372882925,-2.099074005848409,-2.2248360423535303,-2.981492545365162,-2.87864543360235,-2.6426538105195876,2.1665848701390287,-2.802201247475497,-2.80008000118069,-2.5736891294746984,-2.1263829904295064,-1.8368118417854553,-2.5273651979870575,-2.017324931983205,2.3185637948451947,-2.654147776445314,-1.7635026723473872,-2.7568531369453653,-3.2720798311323724,-2.348865498356731,-1.9506519871657415,-1.9098607166883415,-1.5418937730293953,-1.92773892194783,-1.3242103229849946,-1.8654441899185294,1.7956556386309328,1.432121184292458,1.9343092384055305,1.4656198206325826,1.6609144036769106,2.026722892546258,1.5489498437968143,1.5889761007713479,3.154332557851708,2.2092798548579085,2.1777372681886114,2.09472536937891,2.2901770805148054,1.9460638092370495,1.859339614280388,2.4019928562430457,1.7514290446789533,1.8444045401458864,2.1743875947505753,2.316378574631088,1.8325191939597305,2.129503020559911,1.8444284281250862,2.005821376037658,2.666220003737576,2.074121783900013,1.9840611066730514,1.8681153931892285,1.5377467020125242,2.2524198722183697,1.4678796121176425,1.3299328053084687,1.9373356785989402,1.5310616904031502,1.5042520140353741,2.0954775940668435,1.9297990070209932,1.5299853061885091,2.0772750840900636,1.4914044522997003,1.6272191962485691,2.257087939851593,1.7208581742175555,1.4553297662754285,1.7623140955108658,1.854183316084443,3.081807206259626,2.275819336545675,2.3961306749918196,1.8537312064740685,2.5826161083524664,1.7992976851211495,2.1020122762173616,1.7640543127685768,2.2748631416794898,1.4514601916935932,1.5718253398851056,1.6108316112703287,1.6951766364119853,1.7969931264013717,2.1422453071417964,2.0163260837844486,2.986447108742095,1.9565554352451016,2.10909369759884,2.194874161587416,2.274651926169018,1.8129205412360032,1.3392466139016668,2.654267444700867,2.0484379917303017,2.0995761781173825,2.009776421274281,2.453356246135145,2.2315291537006128,2.52249372154707,1.7179036922497413,1.423150920346103,1.921842762759699,1.8836921346833861,2.240278941750627,2.361120703570547,1.9338964498069662,1.681711499373624,1.8959558973280266,2.285044837939989,2.014882641523808,2.0658938695522266,2.4200231159733567,2.1368900017658796,1.5204682203930013,2.970709109868762,1.8116187506147725,1.2633542442862669,1.757742917769084,2.409455297426328,2.1823490409933886,1.926551635487943,2.6981774394997773,1.6531159832784714,1.8010799404795494,2.617608761748281,2.5399680661159905,2.1010691037038383,2.485268088018034,1.7357975932125327,1.5446867159334654,2.4437698082216834,2.138011237549145,1.9003760236114116,2.9713566847404858,1.6180670773458066,2.3585498241997946,2.0072633380370695,1.9707408673463083,1.741982895243078,2.6468631151697455,1.79356013644184,2.5202637967093673,1.533548895021045,2.1343136201195714,1.6453768556795723,2.0267709889929035,2.9375667538874293,1.5165144784907636,1.4858473482774364,2.4298692847003136,2.25658615948167,1.648255408122763,1.880636409997374,1.3497597167028537,1.5946554909911559,2.029148524676289,1.4959494604397179,1.3981454323106848,1.6161992279424267,1.6240966567920303,1.8529325110972756,1.5184862758201385,1.2076047978592541,2.095575651925881,1.9241784793178511,1.390862972926092,1.5558498198004467,1.7809815652015626,1.8236566793127302,3.2161983173836126,1.8088752639786512,2.2259952497921844,1.5748773875362465,1.573509708650857,1.5036140953077377,1.1697873265926007,1.53195712729103,1.324620048181201,2.1221441255948554,1.6652959596214276,1.924450557993399,1.8874012412236176,1.9286772086044746,1.9423543772177003,1.72620948124093,1.852653116661961,1.850818044305843,1.73786730454066,1.9865349285658054,2.026471000248418,1.6497248189742963,2.054539593270664,1.869555348826801,3.0651521964343234,1.395904232595004,1.4684220950425,2.104032413689608,2.5070252168638962,1.459412346413506,1.5924426463051846,1.3927305167475454,1.4044883143814981,1.864311626684281,2.134802584916076,1.708786025415887,1.7345106893435394,1.4812410229010469,1.7791817257715201,1.5878326130718803,3.4304024603614547,2.4230133187364227,1.2776306728041358,1.6779656055591774,1.8252427675254472,1.8536429205195113,1.489851842815364,1.616528511934868,1.1107673406998047,1.4946476697322146,1.6557525382434173,1.3246582231042223,1.295428531723422,1.4536083007599727,1.2980686710155336,1.5360018426309205,1.309202680162898,1.5554105454145855,0.9547440439180632,1.3813604888538975,1.282701469010336,1.118929637058133,1.9704853451824074,1.1202625912166715,1.254741339195524,0.9768637889155475,1.3712735690109121,1.5294996633368179,1.3579900828356455,1.6634685832519192,1.3152233573736563,1.4260874968814954,1.0346656024340763,2.2182057582297703,1.6095851672258363,0.9776389654259088,1.5088335058863167,2.354475618002318,2.4068439030564135,1.440994481127697,2.29304033264214,1.921419297457007,1.9132378412039994,2.7289699989596534,0.8033358591603657,0.9587981515723233,1.008920691159132,1.1550588757447782,1.2554741522068382,1.4522937870844332,1.6918833607898005,1.2029394861772733,1.0903951046847637,1.2702503658384454,0.9180328588818333,1.7366487261232464,1.9819241497933344,1.4050973577995023,1.4959651140081214,1.4968497843330775,1.4011005879844756,1.334855599259285,0.9890025619773019,1.009187567928694,1.3504027613459886,1.2886790877873058,1.5296830822582348,2.1257394076576297,1.8655308756809639,1.6913290505973515,1.7909757835692275,2.1691593480585736,1.720903917310291,0.9957170497567002,1.3776975937192835,1.788059701754469,1.8413776613953188,1.1754136659966243,1.6724628484247936,1.746360027196346,0.8654091206945237,1.4236857361784936,1.914272696237225,1.384924259503305,1.3557956518240948,1.2463604686720422,1.739581601040658,1.3624624602767492,1.978996442109683,1.3969280378612927,1.5243600795183843,1.9222469579629402,2.5841732177117,1.3788644150179206,1.2103752090478321,1.7310815128216224,1.7904473810120733,1.9085187519253335,1.5291570962882302,2.1262244953888834,1.720143918292934,1.6423788892312863,2.3565948799089704,1.6661797541232228,2.01252226909071,1.619593112082841,1.8012413393874447,1.8538716837290383,1.7208980272982752,2.300833987180195,2.4539152473061585,1.915047914209518,1.9727122141819502,2.0529188514711407,2.6070908152046273,1.7515854472973142,2.3601008679810307,2.354279506705226,2.3606999150355374,2.2050951603675446,2.49659987907518,1.9211240829482856,2.109555463255116,1.3820287203725155,2.049031820591317,1.7985901786884742,1.295075777797229,1.7979013773685448,2.269528997196955,2.3547905308992143,1.3512460881525665,2.1908547206612536,2.226466917433513,2.3757350878100305,2.2607942274569406,2.246805036710834,1.3392321636750752,2.0980326404700183,2.232917360243335,1.164231387069585,1.6286578806173218,2.068224489940381,2.611254485469412,1.8995231144655251,1.6860055455015663,2.0207008461553935,1.842580162774818,2.026858209158467,1.6564721919661514,1.406290572450162,1.543384888123153,1.8239349284069397,2.1667221416444287,1.5285172156232125,2.0919970339487524,1.371561936053725,2.1433935579212333,1.574278339424317,2.104365533831718,1.0470085550020767,1.6125538871582388,1.8670538708696667,1.5411889731221136,1.5908106819137133,1.7108860733810427,1.661450354287112,1.69486674403445,1.223267563391662,1.0521606384365854,1.2649028702136533,2.283843442887353,1.1541817913103116,1.90431312490032,2.0093881260262463,1.5561033756964775,1.6477879359423695,1.4184089282333094,1.0470466739593998,1.1659252845708812,0.9101212657852525,0.8095478821687274,1.7236774902259562,1.4302230467558648,1.015330555779933,1.1619731624801863,1.5822082260499346,0.8744710450716228,1.9176053497152232,0.27338109099262425,1.3261870079756493,1.4269210894190232,1.9919244785583674,1.3184975718954792,0.8805567887565661,1.205491676528374,0.9741573324167715,2.0433512298467114,1.4418927854007335,0.7711804090414404,0.6399918583272309,1.428579204016754,1.4838168737263004,2.2777125551824886,0.5540934649603042,1.6709064791070716,1.8855597166850369,1.059026898299937,0.6554150560725929,2.303576616435153,2.098428420198307,1.3432226318955665,2.157186287585799,0.9121162242890094,2.0804546087148132,1.1034977094686587,1.1014578222246592,1.7589656017951807,0.9974239614648507,1.8208397729316261,1.4157125397477883,1.4422336226166534,2.086289885585202,1.265810157636725,0.9668092434911549,1.7861666449543403,1.3633868445186432,1.689453769449378,1.2893861801461388,0.8012965300784527,1.6992263399624972,1.4301414648297242,1.2830746630592085,2.5628834601397483,1.003923329691195,0.5372624505410409,1.1348086204209658,1.2579081001661416,1.1823387883227807,1.2797621770784797,1.2223109881707594,1.4678687920720592,1.540280061602725,2.362615366857788,1.6484938422223865,0.9982206351045585,1.7391237646608932,1.771949834720968,1.194997820658811,1.3800387462796817,2.4050512301053177,0.7591901240909725,0.9582856031380271,1.0378227355871497,0.7408282098944067,1.6069448944826121,0.9804445811225692,1.1873226063088074,1.2458837194571086,1.5244244963063514,1.290719225649419,2.461231947533867,1.6394791359781964,2.0932379657270785,1.6630372739341976,1.1076321143130037,1.7217387579964225,1.9157909066496102,1.220546609062184,1.9089345266069873,1.2235564971123438,1.6451896696114148,1.5752194356697171,0.6562665102687982,0.9083666508707443,1.4671434641360592,0.6919098403537656,1.7779593469375747,1.3585424177820369,2.1599625779546,1.0168014202023066,2.0893241413755175,1.15495281073132,0.7557622605567689,0.6718616720619579,1.0199042218925243,1.4010196025785528,1.2636580791847745,1.3439420030698874,1.0151331763721942,1.630762180898999,1.757772389470747,1.1815065149288573,1.3866343307906586,1.8847194926575017,1.11014755022669,1.8487874700989788,0.4738116807623648,0.6931253870382615,0.28604732313543724,0.23549395413940596,0.765417676261162,0.6102878767134149,2.0950004818762444,0.7774725727935252,0.13037902214282934,0.9348744788872838,1.270685446710401,0.40261067032851977,0.8860765319136308,-0.03788635892388417,0.3158096965840153,0.4136808467806022,0.9291393453518053,0.1298169453242562,-0.3026743804045014,0.39242002642939355,-0.19241352001319376,-0.3554336936763001,0.2729736662077996,0.3814332245816325,0.5831324593152242,-0.48059881022351153,-0.40811329528723456,-0.23028705447767914,0.4734557460752055,-0.5606784747079929,0.02545607617760482,0.02511905421893098,-0.005606913337077445,-0.169415915813359,-0.2375637182575276,-0.2998737732192542,0.7563261187375229,-0.0688052883245336,-0.1900175826738288,0.19338374757642632,-0.49920548560543143,-0.006306517364752901,-0.3054643142233024,-0.2490353966390094,0.4414909666467193,0.15921692868500525,0.07431906258767483,0.27479246871953966,0.061806242392872635,-0.4045864138507727,0.9280163379982392,0.9759099156664298,0.7686960021365453,0.8803876347550044,0.9978936120737228,0.416608123834278,0.7017329065172101,0.8671242471562945,0.20913416173028976,-0.2967164695830576,0.08660416502576065,-0.0632739382498673,-0.3604644097846388,-0.6768525733635691,0.6154302536519007,-0.32340095779594263,-0.1844751589603356,-0.7114931943394088,-0.40457686790247965,-0.35349569988471813,-0.5460107161706204,-0.0725953304429326,0.17018536742940527,-1.0028124053890006,-0.4689149833157731,-0.37672499807766446,-0.10252974035068084,-0.046952126473363456,0.4483464972968278,1.3226387681386755,-0.01836422818219039,-0.4412601652126735,0.2113590975887991,0.2822641770791663,0.17748018369644183,-0.36557865051532534,-0.04442854567075746,0.46742188295973214,0.32410475491765717,-0.5305731964342647,1.8793120334894733,-0.6175809809667335,-0.44449758992218247,0.5102052833145017,0.5672295253791394,-0.33427308184892135,0.34636259709564016,0.2876309029851103,1.8803761864012325,-0.6966829056145615,-0.07835103648367672,1.2555255793323346,0.4605918286159052,0.9874714520179183,0.23177899299161794,1.1573081634413367,-0.41614458274556987,-0.7461544617052637,-0.38940603567839094,-0.5315312151988566,-0.47886367044422284,-0.5582026536082754,-0.4329266199377828,0.24683174388620105,0.012475921150469122,-0.44637305757032053,-0.7242619313941566,-0.4987828665620397,-0.24030396941239693,-0.9095525648179419,-0.06858129560081205,-1.0871401561837124,-1.1601301084720341,-0.8722933962930958,-0.2468760735081155,0.021846794088705317,-0.6762524849070232,0.02694588129539255,-0.8519180406839458,-0.6879029858801201,-0.1057568463753291,-0.01594523026950116,0.04472516262277567,-0.23361664239161734,-0.494528301188926,0.1743996177284352,-0.7200548936346738,-0.2291988796223263,-0.8083142356658524,-0.47377553719605137,-0.8864689172805958,-0.3844126345311855,-0.4395706793814154,0.2542486118430921,0.09718968732729603,-0.4361771100489354,0.1025340721951321,-0.29405691063547534,-0.058626070738127596,0.0198525017272903,-0.24936233151467474,0.5278120226015875,0.5665652360591564,-0.23106676241347793,0.15623249155494015,-0.5888386420660384,-0.9564508613139484,-0.8960181127473815,-0.5352145144916698,-0.7241023879052247,-0.9380550641824855,-0.9887811959360987,-0.40465144266550507,-0.7436552216794908,-1.2695871700636143,-1.1595759280581,-0.2603432580454118,-0.14082871668241687,-1.1402389688068353,-1.4256428298284762,-1.1295705155611009,-0.5768281853835815,-0.9337152169025783,-1.4588784693439734,-0.3892815162743021,-1.3073479059516577,-1.6175857278665913,-1.3958207162440153,-1.1780643670577136,-0.6026955132168067,-0.8830377293797351,-0.5136598704615489,-0.9922445074035486,-0.6758915066864645,-1.8223104110950796,-0.37683690042465406,-0.8482292683562217,-1.3270695609313443,-1.7220568107621537,-1.952966011967991,-0.4116787064260718,-0.12806412010239887,-1.857508005578827,-0.632712165926742,-0.8955687544683063,-0.9010135784185289,-0.8694028443401247,-1.0996846689512028,-1.168084008101746,-1.3174284103137168,-0.618014534483755,-1.5651826203649069,-0.6129102017651878,-1.1097808600592765,-0.9475154995051971,-1.1650571569483377,-0.996296942018914,-1.5825408411517887,-1.2133437136535168,-0.5077497247185867,-1.4871276994759062,-1.0938192619783094,-1.7422445309400794,-1.2001552501191615,-1.34040103799763,-0.9664884050745086,-1.6887544116837585,-1.4718879388987174,-1.9127465169735431,-1.4718177069749816,-1.366154841242715,-1.309219138759021,-1.312341433655075,-1.2205463711116709,-1.523487328698134,-1.010192185873384,-0.8096242304024708,-1.7664583381884478,-0.2784748903939127,-1.101556622036738,-0.6634309097442636,-1.1866190480540968,-1.3650211729394293,-1.2029835368944035,-1.2065678753585103,-1.5351367201972614,-1.1058036503121822,-0.7042425642075593,-2.1090257370855006,-1.5033450195462936,-2.013213016091755,-1.8710839622344875,-1.4715839353284539,-1.7591137480481887,-2.2841858011088374,-1.427728925542273,-1.4052159887233608,-1.2326835540701588,-1.5514698176011912,-1.26000094416161,-1.4406596513702914,-1.2919261317281097,-0.984177204273547,-1.2990622779114764,-1.252805538204439,-1.1416097975525732,-1.1230213522253738,-1.6515618444933264,-1.5610407285432635,-1.3296149772945767,-1.677804011113422,-1.4175851455588668,-1.4137848530040118,-0.9054051371816503,-1.604767183700774,-1.705008112277052,-1.521904777809124,-1.1666178879134326,-1.2464401004229142,-1.1953742050951766,-1.1421968848271193,-1.1331514334018953,-1.945002240623287,-2.21306511257944,-2.0843981313928373,-1.4508110888227337,-1.259979326772964,-2.3006665462216205,-1.9559678156406255,-2.2217821797242037,-1.8073646085273054,-1.7237827125167466,-2.296369859615828,-1.5965320300055175,-1.5478583614773929,-2.0161028080525583,-2.243346284706912,-1.8214120976416048,-2.025899301057105,-1.6513709372381469,-0.8926613906619749,-1.627531077608268,-1.0652696672973028,-1.677875428821655,-1.1606975038980878,-1.6856256081277814,2.1613039469582143,-1.3041116804409774,-1.1848312483804035,-0.6810553607112705,-0.6860519820944939,-1.0109773078287607,-1.3686939108305725,-1.3745002696870425,-1.3227412048424187,-0.7543002656567378,-1.123931482364491,-1.8594044502260216,-1.330465951898024,-1.3000819819280724,-1.6263477297307718,-1.377087305495332,-0.8041581389270042,-1.4853707464452597,-0.4011598634921694,-1.4242963064856662,-0.7789128394581946,-1.1133890554360755,-1.088633148625425,-1.630518780922626,-0.8182153189753836,-0.7525095998761171,-0.5894544370028364,-0.6219553596753147,-0.769888638278929,-1.2268217831904493,-0.873107983169547,-1.38828843570086,-1.6483076700456065,-1.5769016075015088,-1.38926520263333,-1.3677471960347514,-1.7378289788323524,-1.1270807612540876,-1.555887153135226,-1.0420866079117548,-1.6008750557882483,-1.0334175356951225,-1.048431943596824,-1.8339783992137522,-1.2648831063320685,-1.54841689312336,-1.7987526550785595,-1.695903929887044,-1.5349397578413007,-1.9078867842024372,-1.4399908123593614,-1.811390066441811,-1.2730246794151108,-1.5801013841602554,-1.8540060324235585,-1.7286178113409314,-1.438612607271578,-1.869083372916302,-1.0036150493166158,-1.72881124537196,-1.6391154558169803,-1.4137589429102437,-1.2070513753333996,-1.331359243409106,-0.6893773752068589,-1.550116752564778,-1.3312595039071031,-1.2126818793770433,-1.4694037891948577,-1.0690944976934618,-1.4179338812539042,-1.2688540507247401,-1.422895689957165,-1.056715649442292,-1.7408881501679923,-1.7133480609238034,-1.6623063589799814,-0.7488578690880557,-1.3446078074261145,-1.1833391617086388,-1.5657414757667687,-0.640646634856587,-1.3168679362709947,-0.8292865456592727,-1.1290347414888104,-0.9227102824383678,-1.456700968955287,-1.5137887129931042,-1.1059222851732995,-1.523417579866341,-1.524308707247992,-1.170542115291841,-1.240515425436234,-1.417298204255176,-1.1670909441253041,-0.3353221020176912,-1.4189901838319572,-0.9770458270238692,-1.6010610077123164,-1.42491269815144,-1.618503072445764,-1.821154734097676,-1.8746139946399012,-1.7611666548389002,-1.8989004150043522,-2.0785877362210767,-2.5266923366466756,-2.1055206776698094,-2.493463268690085,-2.3935116377173076,-2.5158182077883366,-2.6532447226541365,-2.1770997994628343,-2.368824914426199,-1.8761905844198328,-2.089808405108695,-1.748414539117402,-2.217011722311954,-2.365359331233305,-2.759563190330775,-1.7046177534815168,-1.9427921816648497,-2.8411199525144926,-2.248156494928501,-2.493459893728212,-2.8091642032504733,-2.2236415124143845,-1.7050293027309051,-2.7147372845198903,-2.278425835710304,-2.473044563324294,-2.56989976260936,-2.1859527066525475,-1.6169120671832724,-1.1011032941089358,-2.116883108837498,-2.520311589039664,-1.9254771833862465,-1.9439483480825859,-2.2050623308825177,-2.4636140046440045,-2.944241250275861,-2.9375104585012473,-2.7009365430851675,-3.03605058329378,-2.755835460567707,-3.4870480229417713,-3.201923835454744,-3.1072219170938955,-3.3300348421099253,-2.786939770612979,-2.6673547190465494,-3.541778602437073,-3.122405101931956,-2.9222122144619185,-2.910648856459744,-3.404010378843471,-3.2635314746197506,-3.1534486606360663,-2.9470754142765547,-3.0105700214901128,-3.025111840960024,-3.2509135247175927,-3.1468190366989064,-3.2292533302333797,-2.7062717030550667,-3.0119896165514137,-2.624733926912867,-3.144831350444524,-1.7145029525102211,-1.4512126349255992,-2.2572485490036196,-2.1640863261365,-2.2657260803161727,-1.5709172884142981,-1.9955688079075247,-1.5022173849732052,-1.7759352783189888,-0.9442434439686702,-1.5229503854552449,-1.914833309241739,-1.436654403383774,-1.935762316525652,-1.6492575316907894,-1.813023676484865,-1.8033917679728906,-2.163794862645107,-1.2796844878290932,-2.0617543480119367,-1.8672635087492766,-1.6810859724618779,-1.8444070110619082,-2.1696083759729228,-1.4401060369749255,-1.566630775290208,-1.9366858109061595,-2.0779780226913727,-1.4528851115666193,-1.7659312404265066,-2.3094437871204527,-1.8216327876706417,-0.9285462564388889,-1.8848251830437472,-1.7732980425797689,-1.9456007904363877,-1.8285833280723973,-1.2524318147167826,-2.152282519146095,-2.1853557629457065,-2.028306439390651,-0.6933015128703423,-1.3944802667272296,-1.495033311207987,-1.2495850105504824,-1.6358737183683774,-1.105283182784619,-1.2417765874170514,-2.205311620858233,-1.0413515493282786,-1.394159964600604,-1.771744850796954,-2.023976794135389,-2.343496014588009,-2.227169815206706,-2.0301330110487283,-1.9236844845590935,-1.8434928133482782,-1.776330609293025,-2.1218649373645717,-1.9930202008873001,-1.0787541242677343,-1.7951533030739628,-1.3696750319421482,-1.6626876273067523,-1.8712620463529261,-2.0704545865447757,-2.0870176926901074,-1.905538429863709,-1.3288789138079822,-1.6407020945323816,-0.6426473400830288,-1.2090317370483137,-1.3593297379472271,-1.7614163454750216,-2.2207676888634293,-1.9459875056980973,-1.6067452480981848,-2.1547036273475486,-2.1613705568912858,-1.7620780861308454,-2.0260164333612534,-1.5072798761412802,-1.5236032054449566,-2.4570483737332633,-2.4943886100640076,-2.5048521468630374,-1.9314506653739643,-2.317139425382875,-1.5980743563822608,-1.9632130497973546,-2.291177479547323,-2.608157693060019,-2.131341045929966,-2.112603555303413,-2.906507766777721,-1.9868794748698075,-2.2528296150678573,-2.0964488559894257,-1.8426231806607525,-2.309585690234141,-2.1875061152286324,-2.634291356007739,-1.933602929009637,-2.374397872879789,-2.277818935844654,-2.459423581168415,-1.9870285111674792,-2.1963891509805267,-1.7225409511670113,-2.3445361175192185,-2.664161426537332,-1.8727785450111842,-2.4356321201688416,-1.5397295678569594,-2.617231344911252,-2.1217692443323286,-2.3848861348935038,-2.58910940788545,-2.673817103782585,-2.5753752281402122,-2.6090830609263334,-2.481460719264444,-2.079274342539241,-1.5289879499868642,-2.4283966280096223,-2.1125000334078132,-2.3611292402659463,-2.8272023149335324,-2.8310906773400455,-2.0795690287285598,-3.1556313870148194,-2.470349805377147,-2.9775332691748506,-2.8878443272331547,-2.63306232867858,-2.603890969860993,-3.063152141884928,-3.078634479318192,-3.247758906620782,-2.8966321704252316,-2.7491568949411196,-2.795456802467014,-2.824978631062307,-3.311745411714396,-3.6268494545404577,-3.076776605153671,-2.79036282002459,-3.3668043854774776,-2.808710530422151,-2.3755395981346803,-2.860638175527801,-2.1128592244163786,-1.7777989825996956,-2.973280440102892,-2.9752592631698405,-3.152724674365145,-3.071711946375104,-2.891195163243851,-2.8138871737366267,-2.375236075433407,-3.0471726416334195,-1.6400251477115453,-3.143170858883942,-2.2714480284087504,-2.7097856784414107,-3.2559667658678295,-1.9695018215202194,-2.682537238843165,-2.587370424391801,-2.3810463096560386,-2.5006056294363397,-2.270172426798137,-2.4999375769702503,-1.5380571453500795,-1.9305335751951112,-2.7717348655292717,-1.868972949736566,-2.086266760708061,-2.343272290095977,-2.0020864993181036,-1.6111076917593181,-2.3894166998012007,-2.1138314566232705,-2.2398039082920245,-2.429680522317479,-2.2239542973444486,-2.10845695893995,-3.176753557263919,-1.9469914338484346,-2.6930853692377474,-1.8344595871092244,-1.7817705240555386,-1.8069335924850356,1.9952307785392258,1.895962746701053,2.07960990282341,2.193071116834382,2.1261866450362317,1.9698445365711332,1.2311229971926814,1.6768418215049261,1.766949255687526,1.4371173878377128,2.492285897591765,2.3133631685811844,1.8740289364156795,2.795171894333482,1.6653077215730898,2.5809300220302593,1.6619713873933957,1.980967614438772,2.090931099515737,2.6717282944872998,1.908826668908591,1.757305771501325,1.5706986891357464,1.6202491902745002,1.4442246236609821,2.254417532367119,2.2148283282653893,1.9189205384235044,3.130759423127259,2.422095690515919,2.0237934177622514,2.2915944435755113,1.3122003843655181,1.902196498413273,1.7313139054456301,2.182921091530716,1.7366639384573035,1.6066746695453302,1.7838953296778308,1.613140256617082,3.2430514534082224,1.3789558775671948,1.3843750486767414,1.3614254988795866,1.7599127270469124,2.251005686284399,1.5812808202209836,1.4007809231725052,1.888566720992642,1.4199647245553706,2.039473860506266,1.7754662358796458,2.056311615701381,1.5035035251452227,1.5904139090633336,1.7287476114076608,2.108662501284568,1.5180741309195933,2.173041555660434,1.7539559750401945,2.962864877955277,1.1686814231513583,2.3735479609070746,1.3456589369838532,2.1497333046209777,1.617665385352784,1.723659657829707,1.3486878135263645,1.7852264122530084,1.4157199653836638,1.6784893137408565,1.4938671018861862,1.81595007757785,2.1477221078330713,1.5955088877978572,2.043500148219125,2.0863848852911624,1.2671681414171094,2.3643790195093968,2.0501950239349536,2.1409272679203903,1.9563897335282316,2.2650971924713135,2.7279163322253672,2.1721143818478685,1.438728933955489,2.136577516016392,1.431646418333234,1.3668399740291362,1.7234353944501701,2.141823196244864,2.1117970964148096,1.969724462684564,1.3243984495927674,1.1108750894286825,1.9763663170637678,1.5042183769974644,2.018744893610174,1.7188524455917114,1.753331674512127,2.376675453594848,2.5092104386152263,1.481721302680155,1.9892748968904308,1.2770772748372958,1.7005405802169362,1.1757713827011556,1.6510160083536856,1.2471985436308581,1.896291692654327,1.2099583799883256,1.0881653668491245,1.2969812408094372,1.4173272357981554,1.9802793686526938,1.0957294367025845,1.240205743259385,1.4906558615932535,0.944190204496661,1.1484185669031923,1.6252264043860867,1.146860180649178,1.1590774000359254,1.2400215301628401,1.4819840551912182,1.7037996607644785,1.1866810817275948,1.1717635016991252,1.011725194971696,1.1949023623980546,1.1607705944777575,2.1011500084177794,1.1918668201742766,0.8361988863213308,1.731743487257262,1.2269256782957179,1.145598612622178,1.1638854264494225,1.4211643464724961,0.8041091093325206,1.579548835898455,1.5793709657015507,2.2410885310676156,1.9001787466536406,2.104616016220902,1.2819091582462243,0.9448867409212804,1.2623048400775188,1.2673483603503273,1.4013250464434595,1.3938901361593572,0.9820727723614515,0.9548731710806591,1.483463035798275,1.729437141717059,2.416248311749214,2.2132510241747028,1.5953259723680362,0.8399316856583476,1.074613312395056,2.215902525186866,1.3639361289891447,1.4342408680845435,1.2883995864815945,1.2004713928727047,1.2289456936184697,1.04598863312533,2.134968200873197,2.2787656389294706,1.2058729679812261,1.932509406613969,1.5186380955699914,1.1466062770211567,1.1426946274553709,1.5596591702323381,1.8791296636680568,1.798693885723675,1.4937386632468725,1.8775886183683446,1.2925278227928902,1.1919262753948765,1.9404180226914174,1.0628291174669995,1.617052191529894,1.3738442697776372,1.5636408914248807,1.1148726051719304,1.3657174869657114,1.0481847946519411,1.8861684529996063,1.6970153763824858,1.4309901895301944,1.451344270589218,2.3236274924659903,1.9473106986545405,1.7227681502177603,2.1908122697272288,1.5051799995333692,1.9954785144484926,2.5200489647629287,2.061951894668528,2.0539500447513666,1.526105934892356,2.055141919706395,1.9542517911186685,1.7769760199063538,2.51099444835765,1.742701467127185,1.620843020404188,2.5829967598206074,1.9287903987305361,1.7413224765817277,2.373685977618664,2.66308657441608,1.7856032579768806,2.2492201524024376,1.3235073385797846,1.6608835523755574,1.700939284320415,2.6884636151013392,1.659889160038365,1.9570921353868374,1.5387182391949832,1.4683220238037598,1.0993667581962874,1.6903716699481248,1.8641326682209574,1.0335265333310315,1.2779224463778807,2.0330189945990598,2.1428653724719777,1.8728972174681202,2.1488393184040286,2.2906516888147204,1.6242263678859694,1.97740383493021,2.0373726185289844,1.3722466883035402,1.9165077980833534,2.315630628021559,1.3995807070473103,1.6962503151172605,1.5674570181277827,1.4499784678914105,1.9406653807062093,2.271395319153268,1.8428097480648484,1.7310838745488557,1.8503632359400597,2.5100930589461474,1.740591960294585,1.6009902097625779,2.0262407496263606,1.3867640543043287,1.5205875652961172,2.64042228730155,2.276617143783237,1.5361037115774085,1.8031008365746486,1.3307471440935468,2.199797202677043,1.5328964013727073,1.977975405793555,1.3157936978297067,1.6731485517065845,1.6698906734474508,1.430505959293098,1.8870220488950082,1.3179455641655808,1.087123812954796,2.1562187510071027,1.0942964627576424,2.2614019485288357,1.1714873991155061,0.7987017698825432,1.0469227950471751,1.2818431021871441,0.8757719912636093,0.9141349143814536,1.4224731494913945,0.9737735692259147,0.9267473777437302,0.9958088333153072,0.8770233726863208,0.6920133891479635,1.4598928195005496,2.2253189922097225,1.5179535344149442,1.0938159038710893,0.8849227206189875,1.6494976275874917,1.387839376144263,0.4383725799487062,1.0061292813797649,1.7471964520025032,1.0568541877835653,1.5248105617663565,1.633438130741427,1.100512707599799,1.4529787051666025,0.6332590114871035,0.6654358210139981,0.9322148446986557,1.5642777231060618,2.760153470789792,0.9885051352562267,0.8118431212195285,1.5811881222589472,0.6852153282054244,0.49458778476335874,2.010728595867868,0.9751319852119974,1.3220658253833681,1.892263713807186,1.8231205133804458,1.2336143251616227,1.271101605274629,1.8631260841298527,1.6959339676227292,1.9033475198801542,1.4038904450521357,1.2455563293226717,1.5591260804961533,1.8883924075828697,0.9168969866995512,1.570443486617476,1.2458789818964449,0.8626475806854028,1.9775802352287837,1.6174171301612532,0.836516133376785,1.440968677340387,2.0906544755849805,1.9728285049958831,0.9023301636325185,1.7605904086993898,1.3753619337166392,1.1516680792466174,1.2332296962494975,1.1191183782383105,0.8487746452436888,0.8876594571999691,1.2511707381860704,1.3996254376417145,1.3922986257188783,1.263491085918205,1.1453285191459117,1.2375364647410114,1.5276557697105253,0.8874548771364541,1.106252660137092,1.2934339216416042,1.7416071761931369,1.526416022951566,1.3086755337127367,2.16775905538505,1.4396435155410856,1.1339363570237064,1.4017111529731248,1.881927545807557,1.9851005328130689,1.126148855404414,1.5060508773302912,1.6787824656593213,0.6015832113308421,1.4424222055248552,2.1495286059701586,1.8701489260915074,2.1049585414848075,1.9753923577806807,2.040906955938959,2.296182049592476,1.5609008948578935,1.4685656872429014,1.451763329711096,1.448376181881587,1.1989082495303585,1.4064766177010748,1.4321863132210626,1.1952069120060789,1.1416012451790174,0.632555380664288,1.1360826773805428,1.0374340729214528,0.8873416550172368,1.3554455763388626,1.494444269818567,1.0205380771074961,0.7351140460603934,0.9526124705210033,0.7217508390536597,1.1842359308459856,0.9217903740757984,1.1696593878102395,1.2114116162628308,1.3549218926345414,1.8408397613861498,0.6827029172232922,1.1038042375721775,1.14223109973321,0.9678270873981539,0.29626520855286875,1.2470522820589138,1.2534425315157218,0.48374840472864145,0.3854629620501639,1.088220246093303,0.806758551377692,0.09553113423652083,-0.0899342863751469,0.11290860684489212,-0.11157086181045112,0.40173683453397097,0.5340969765597274,0.3218906412526459,-0.2361629491855599,0.0943610958985617,0.4303960854918387,0.7534189616218903,-0.204429007595918,-0.24349353561417925,-0.06433386751169985,0.4193375145741683,0.3294499721094541,-0.5755462770769234,-0.06334737878043298,0.25034241847692595,-0.12846935797101752,0.5377139048931376,-0.22028385556147553,-0.5029442235876154,2.3084740599588827,0.2534669251788714,-0.19427062497040196,-0.5527892152897033,0.08196220715360054,-0.07413820855446986,-0.12538667602616038,-0.29177530063141965,0.5000554943437884,0.5315533153723625,0.9392131160608974,-0.10086453768043273,-0.33299577540096553,0.22572639118337232,-0.3953816575874027,0.273473199607442,0.46936702244953044,0.4068757894695711,0.8185374303243745,0.248744850496142,0.779488759692755,0.4385249811170213,0.6577240454005429,0.8473636207621638,0.8030059153336161,0.27299029131023167,0.471579825618908,-0.17507349385299395,-0.0006045882095515525,-0.15453431777742646,-0.11507382789365322,-0.024153352366505954,0.03549910328852219,-0.12860862018306618,-0.7129225856170747,0.49435335741896885,-0.15139966841193095,0.20290206033752634,-0.19021515840602518,-0.1747195141155686,0.1605603153793265,-0.30704552398066437,-0.3400047552976824,-1.0942987728070979,-0.9095091291507137,-0.3825424615881163,0.2423423332750039,0.2235915541821979,0.6901515743656799,-0.28584928532681303,-0.5033184548740197,0.2017023246543575,0.5361583284761677,-0.4275177028446978,-0.15496137781827965,0.36374387129061403,-0.23278581213245347,0.2758739230843528,0.7833205318811804,-0.8270422406643801,-0.0586528929744963,0.28529557191724514,0.7013840973318686,0.9737515488739836,0.6736374187839124,0.7925996969736978,0.3146538775534031,-0.4683819162580657,-0.2615019926637347,1.6095728749405895,0.4159840777076805,0.014408628586885857,1.6321151004922254,0.461187964120185,-0.567529119390638,-0.7947735020070482,-0.7129165137640078,-0.8507102816793536,-0.7998976078094252,-0.8606917163306697,0.2227058999745639,-0.4791776942004577,-0.8133440401310223,-0.7357045329688906,-0.3303140224053534,-0.800787104906554,-0.7854286107265412,-0.7613075966377049,-0.6475714424128084,-0.09207102906610867,1.9297772911910291,-0.4848239870676882,-0.8839832041152454,-0.16377748682731436,-0.5903316206567579,-0.6476456966374352,-0.4250392902005614,-1.025369902760663,0.048191982348649104,-0.21967797897931657,0.20881358172180403,-0.6444302217810555,-0.26957067697090226,-0.2641041747783618,-0.800641635642846,-1.0371474176117623,-0.3824933693138107,-0.45310669513290747,-0.0326738617654236,0.07783779442518968,-0.4335118787355417,-0.2791683000131149,-0.24765980978735638,-0.7680471986429992,-0.09213804377175357,-0.38400529111878656,-0.07002169175244419,0.41608936835638966,-0.5014255355205657,-0.6544673645429874,-0.5200278444916363,-1.0994351814829795,1.952361315919605,-0.5822188603621884,-0.9656399309954331,-0.8765688101913068,-1.0428209232056027,-0.2378742732795484,-0.5075751899464889,-0.7926580382488152,-1.2282321036856723,-0.3826053968057846,-1.0440846876126066,-1.2718744033842564,-0.3855035411824582,-1.141652299308754,-1.3915189946844428,-1.1871507169497444,-0.7030785562286717,-0.9571739351386516,-1.4437847109341084,-1.7643724129690121,-1.0260517082098974,-0.9018133720567647,-1.0122545343655547,-0.9654923158397526,-1.1429619214356408,-0.7075248209952419,-1.1799824740782148,-1.6951789861338373,-1.1487967507278167,-1.3341837923014483,-1.764726478078905,-0.3706756766595281,-0.6424152998227458,-1.058626487582504,-1.3600932383682935,-1.4657886046594821,-0.9596429407533623,-1.0561888007663094,-1.4702107749064404,-1.9495077622816068,-0.10438195417595994,-1.4326073248452829,-1.066056124036543,-0.9105328885304822,-1.023713594355086,-1.3097719206724001,-0.7565516801487266,-1.3787886900016608,-1.5983586999567654,-0.9647012026952053,-0.6141230964462704,-1.67557631372095,-1.6369168053000769,-1.578062919910914,-1.3759001243691453,-0.8868918250658624,-1.0420745606694377,-1.7583953394715275,-0.82595606493644,-1.1576504006693245,-1.9997054805658772,0.18556335760478507,-1.453952912077554,-1.14146442002298,-1.8445536965600593,-0.9101533753599305,-0.5526728434127762,-1.3749128365077103,-1.3648746121508564,-1.5523055168666677,-0.8789783271025746,-1.471413097340222,-0.043096177188415186,-1.0027674642376487,-0.4128700749984685,-0.7829875297381759,-1.5451686484439382,-1.4255246062624278,-0.15233609529123063,-1.5242047575934219,-1.2320192426297942,-1.0889727949502932,-0.7026110227532767,-0.8398986415839472,-0.8569830206285408,-1.6840390805109198,-1.071590134416093,-1.7552980236981133,-1.3498735349053532,-0.9129533834736905,-1.7336612976994292,-1.3450762034600912,-1.1234791421806063,-1.2630680105969618,-0.6204806601251565,-0.49219410590086654,-0.9025297034415635,-1.6604434070378262,-1.7794338793237414,-0.8019718909102055,-1.2222098277078883,-1.7283660725344203,-0.979222591315622,-0.8881447155977121,-0.9415919889222346,-0.7926593434323297,-0.7473868305111769,-0.256590427955483,-1.8274236822162289,-1.3684655177153369,-1.8008230106388292,-1.6413958532683033,-1.222384292776793,-1.7557048616173148,-1.1669516931717159,-0.9608811231604893,-1.0388914760394103,-1.6613258834384212,-1.809873018087357,-1.7641389916752424,-2.4915412784185786,-1.8026993663921822,-1.8443117170886656,-1.3982001145829972,-1.6877294434449086,-2.014950105811632,-2.10513277958785,-2.3021088951416924,-1.9251298704118103,-1.9169358642078345,-1.904821311789084,-2.277411357481153,-2.3528092684317636,-1.2384932068339378,-1.5683819004187352,-2.0050733528311233,-1.2988151621639803,-1.905553147441694,-2.3455748903230242,-2.245171057241236,-2.081420836367837,-1.974782169348238,-1.5967594252229886,-1.603758929651918,-1.2903426467936432,-0.6171222212605236,-1.77085475169732,-1.3827623479351454,-1.099321421433141,-1.095089340873899,-0.3834619519964495,2.587623719899212,-1.3422918163103947,-0.19253899031222937,-0.7734102009681315,-1.8823644137217954,-1.5471309234520523,-1.2891954029516208,-1.523838178495242,-0.9642565953896987,-1.1675573279625315,-1.7918813299220526,-1.07368953149929,-1.5632807079709192,-1.7182482663740901,-0.6143834203328379,-0.6684759110607259,-0.6799758106616001,-1.686001981122363,-0.8962528500489492,-0.7088224631497689,-0.7708852132365879,-1.748881185339114,-0.89630116752018,-0.44002713466262566,-1.052369923203945,-1.1342193077900173,-1.5291423575515484,-1.1073526596713488,-1.1617582410459404,-1.2891935380101605,-0.7970625395484783,-1.2836819054336577,-1.597997394973678,-1.19088025278055,-0.8488392031408178,-1.2290678686907126,-1.3307634896479037,-0.942242238610178,-0.9663358881939809,-1.0583049633542032,-1.4737459333136445,-1.8647078517888547,-1.2233579213918238,-1.741144231080681,-1.481693444802624,-1.4080192572337702,-2.0433293830117165,-1.4108698028571691,-2.007904298698744,-1.710068619067267,-1.764357819709536,-0.9590094196388197,-1.787623599198106,-1.6679610814074703,-1.6667166817392474,-1.755210626473469,-1.8211480588592317,-1.8170917629652235,-1.8137033363330464,-1.8758691879993816,-1.2663412426780245,-1.1350511743598704,-1.0511342431358974,-1.1794403435643679,-1.6932394365671848,-1.1558540826483152,-1.5566697392731008,-1.5194145081875747,-1.168396749334943,-1.6391334111737685,-1.4869524708775066,-1.6704603534824036,-1.507436240438732,-1.3818320500217731,-1.4260936815060323,-1.3829663592438326,-1.7525138756216696,-1.2741483029440983,-1.075503862983449,-0.9862009870574266,-1.3620607991549032,-1.4353312354997307,-1.5270710755181351,-1.0268436918239396,-0.6357872503848464,-1.137882949260243,-1.3955707880122001,-0.5198841825967515,-1.312512069059025,-1.6864640058418259,-1.1276611303823139,-0.8636534945594907,-1.6592063382010476,-1.6703238226195507,-1.7356971140823534,-1.000182541625913,-1.4207853498496708,-0.6958519531654088,-1.565629973626965,-1.0813041637727423,-1.2150019642935306,-1.3650577905834318,-2.0790718626651365,-1.871478844399158,-2.1734570535980717,-2.6999095153082733,-2.47802857593436,-2.48131041503971,-2.4094208970436295,-2.318826777510134,-2.236110316027978,-2.493512669853487,-2.674615505636422,-2.540692764326579,-2.173503854941397,-2.4698231014752094,-2.0812948751344074,-2.459924127606279,-2.2916208305479278,-2.3644758584461196,-1.9657190765321733,-2.1807541096242127,-1.8407248561067513,-1.4745948422929311,-2.2478145074274605,-2.4483061188371815,-2.7603275148767574,-2.628099053188951,-2.7897593529362195,-2.5367703374126878,-2.0758266957493454,-2.2018894847562818,-2.0228452036394646,-2.0323460323136837,-2.114216800666852,-2.7084657460304853,-2.550954991556633,-2.024489784218463,-1.592507206509461,-1.910517145256415,-2.360666077804439,-2.224357944273507,-2.0994707159558015,-2.528295650121121,-2.8526948980957507,-2.586651639836666,-2.772527093635407,-3.144290753065542,-2.7036595880200367,-3.2056701736659075,-3.1141319566072876,-3.077207091855418,-2.7709200722658522,-2.686335601739525,-2.1518584150885323,-2.7546477462969503,-2.9844709035001644,-3.340978944970401,-3.34931149250244,-3.4665387673730317,-2.7276852267116243,-3.0987414948986594,-3.2487373536812996,-3.321580648514299,-2.6445679644097098,-3.1099289408419786,-2.6803416660824895,-2.88097957400552,-3.2911330359235595,-2.5837961393293956,-3.495370206111387,-3.2563698365506344,-3.514151369289136,-2.9708892869928314,-3.37389369054901,-2.9573581440554118,1.8637601430360922,-3.1163628297550043,-2.0433959599831426,-1.5559076849418756,-2.195530881646033,-2.2822570856889604,-1.4246463599055685,-1.6540255985423153,-1.8095909729805961,-0.6133601588836045,-1.2870835683565243,-2.435988666307287,-1.6894596434256273,-2.133835808182315,-0.8808344762062653,-2.227772141597304,-1.8084018374727484,-2.1770039927137868,-2.1819818448313164,-1.1241179759695739,-1.8774236210674273,-1.8220047280137697,-2.2266462173729176,-1.2185321810259038,-1.3581995579014357,-1.997493502415572,-1.1338183420583023,-1.447207742013292,-1.7106278887512658,-1.4151442132246115,-1.7999949527126728,-2.2483033886206867,-2.1019476163459947,-1.9282170350447851,-1.2877780540901043,-1.8472805049261207,-2.015387077790388,-1.755638411104042,-0.8755238353459455,-1.9371384367349143,-1.9349548089113202,-1.8273871313092858,-1.605259840198536,-2.0650001214818956,-1.8398415345066272,-1.6409996462813896,-1.9138275335767467,-2.00341294196385,-2.0153188953741763,-2.1543127161250544,-2.093638639128311,-1.992529771683518,-1.7071913152086173,-1.3648498162230447,-2.2747566057390918,-1.672201343813349,-1.042623838596841,-1.6086890797218767,-1.7437538321849846,-2.3087853289490643,-2.00142737679154,-1.4327606078668311,-1.6135920952196303,-1.5937161618393392,-1.6328073941019507,-0.25405773912337626,-1.5152164400972246,-1.6667385040700995,-1.833698863322833,-0.759555901637494,-1.6818562959614543,-2.036141021624389,-2.2291625643087856,-2.2019498866904943,-1.6878368134985657,-1.2660190305319459,-2.098870780962567,-1.9238468729914815,-2.420968281552097,-1.8103275841543263,-2.1457257095684685,-2.4447875212563868,-2.0434614678757934,-2.446736154398761,-1.9674169046957033,-2.013283655344054,-2.5107540208319574,-2.428428233169074,-2.266116220729773,-2.224025283563105,-2.1769077376994255,-2.7129119892016127,-2.4501009125568105,-2.036154855356159,-1.8158388134752594,-2.731468487904861,-2.489560756185159,-2.161033844701821,-2.6115873920904593,-2.553773271600388,-1.8207480983121285,-2.208308248056503,-2.3413073481205915,-1.8819792902414672,-2.369476943667484,-2.3418842320054107,-1.816685793243092,-2.1247684077619446,-2.265917018329656,-2.3520493957806057,-2.2600949700765702,-2.165136744079544,-2.5425320636982054,-2.742856218714081,-2.3292453346467523,-2.072006145067842,-1.8833991395458591,-2.292829992531619,-1.9574330213216906,-2.040780448125477,-1.7929356551295257,-2.3871070166376804,-2.672416224206285,-2.455313534920228,-3.0920333811648906,-2.7405159613757246,-2.8011997291956416,-2.805941560223967,-2.6216815534275524,-2.2310480104181685,-3.1549551922638925,-2.056033310000813,-2.6583131122344867,-2.6640266345532213,-2.448360383733485,-2.7163314946565373,-3.1143534029098405,-2.9154011490289364,-2.885089813070002,-2.959298768850665,-3.1090508862821946,-2.7534457731375874,-2.93456253712707,-2.6726734701901544,-3.2978910424239727,-3.5717701514570197,-2.86654580425417,-3.1745442553180263,-3.428121724450891,-3.063454645123329,-2.533399218892412,-3.0029790798722544,-2.9792162502565622,-2.7808628264854103,-2.9881239402171307,-2.950773516776037,-3.0644448562953595,-2.6858736498746034,-2.897881035417184,-2.7140615565514348,-3.1281381674702087,-2.9278394363403395,-2.6347204869539538,-2.344404049284154,-2.8184431787368984,-3.088073345359505,-2.9057788683835017,-2.869270815976264,-2.188132079600011,-2.532981237531189,-3.345534375527347,-2.609546924545752,-2.688743132101166,-2.8149417605602673,-2.365214434105216,-2.695699785853312,-2.4227434376277395,-2.2976884510704765,-1.567858462276413,-2.628389628805741,-2.2333693829343555,-2.567116883201588,-2.9037343778858222,-2.2990222045003033,-2.1156920660789638,-2.448212153532359,-1.6291740790342728,-1.9658831627095428,-2.324862575780544,-2.2108563020440477,-1.818939686335986,-2.7144753116375604,-2.0169042213479793,-2.7134485717361514,-1.5020245963258976,-3.132008837415951,-2.248273638366656,-1.567517903329976,-2.034951831608089,-1.5549671219826608,-2.215714436965075,-1.525946544482894,-2.3538592574623087,2.118118284580472,2.4491929553813656,1.7661504086261277,2.0456513123586135,1.7333066016891672,1.160506841153016,2.5631408611910484,1.8885273169686876,1.3821888606516364,1.8394277564845993,2.3070007678086073,1.088510745177474,2.2493540310439513,2.3148358194048444,2.4551762352279045,2.0139577749977806,1.6723130037416014,1.7005998575194237,1.9228153384487014,1.5137877406093074,1.8839156109895516,2.2855382358440433,1.7126955244846436,2.107324956128556,3.17536040132656,1.8456453694433355,1.5432347796573753,1.9881477495650046,1.9822098980205323,1.7175837207133962,1.8316931800747043,1.855874612838372,1.225422834708217,3.1650711584559303,1.949296990052341,1.5831294565182092,1.8987458534076556,1.561429802737832,1.5770825726037876,1.9305226584239,1.9451191189325339,1.8052162748769707,1.8621370339755305,2.7093629603242038,2.6911224143793864,0.8884244506535705,1.7500537426133589,1.69041312324056,1.7606763862573696,1.2291806180081595,1.683244267417299,2.612186306503461,2.119345703273919,2.170026713434735,3.2523878230612895,1.51921690668062,2.0957918310161707,1.628978972877554,1.6994256000232604,1.7362584863722,1.2907477766156243,1.8390780075544866,1.7375870900543555,1.1441505733468036,1.380205300425429,1.9247602613063628,1.6204956322571273,1.7519083960816653,1.735096040409355,2.22767092487838,2.6063050676502058,1.8691894949369021,2.358437406133293,2.0158572388953684,2.0118476330774726,2.0119825577228196,2.629888896165525,2.7423252972700243,2.2469998294418154,2.2495870314850555,1.9530228522903705,1.14061233643436,2.0642061650090167,1.5776697220652487,1.9484060375239465,1.4634719233292908,1.7255239040382788,1.9168316969869905,2.624520042446176,2.0037880625725246,1.7635481733229248,1.44529864037388,1.3710881939564805,2.153649599354729,3.0856934659610418,1.6866839203304569,1.6012651862251532,1.8737057174329184,2.257114092638294,2.2395285619029415,1.4056269425940406,1.5582687697613948,1.5190043947935608,1.1307639388013773,1.6193446965966742,1.004298404286517,1.072084972049157,1.4402174006513815,1.7190923234180355,1.2112565038073657,1.5916832119832036,1.1661992431381338,1.4947015643006563,1.5286022642917358,1.4858426828351405,1.4167402675733045,1.2469946014505044,1.6373725742424599,1.1361004827062968,1.0429654591248827,1.6930517752667629,1.867632679297734,1.4714903547157954,1.266815121817119,1.8262006237967627,1.1481246640566347,2.129186493212991,2.214518851284689,1.1176005228807384,2.6401292900874367,1.5160969914911657,1.440956945647024,1.1613241801588376,1.4149372919183207,2.770623705078832,1.0805122875784399,1.083795388828647,1.1792863319619429,1.2866525814725522,1.2607877476152647,1.5550840540253876,1.5649815526436708,0.9630979285564992,0.7893507897602831,1.4631907434294857,1.2525571665837645,1.4481379342611937,1.5852191845048988,1.5237913200348,1.128574190687916,1.73703783720571,1.9920133319316267,1.8832471348881956,2.2753456855612,2.405515066737656,2.4190098632542045,1.6582356648577572,1.3802098555242903,1.6521244235437564,1.385628162672567,1.3640003878086553,1.063984580757442,1.0317848292932537,1.8726021095643792,1.6917617344411344,1.7426348675822407,1.076718665801533,0.5984403190450388,1.928204052224501,1.2086857068415875,1.5119476743455216,1.7736741062114822,1.8429519372836844,1.6288738234393514,1.9783872007008803,1.6549604370152167,1.328242599248819,1.2936426798276868,1.3764639477151346,1.5436392644568102,1.562837413270187,1.4384563965068469,1.4224609113020772,2.45388749974667,1.524524822209005,1.320004632580131,1.5894329278994064,1.5732479915856357,1.5845769108715104,1.9920752973900362,2.0904717264650934,2.148615600303678,2.8567965667924606,1.5749571441944494,2.4832532916339267,1.6021703845670103,1.7748767524194549,2.27195462855398,2.17408758999044,1.9033475429668916,1.787331251008464,2.049513698434394,1.6969603163473643,1.7909967616840665,2.4763653631105473,1.75360905806878,2.1652791654069774,1.3112730984889074,1.1667457982268157,1.733339145371581,1.5996296221370168,1.8073822750469315,1.2396243026769362,1.2723537830494722,1.442798092358147,1.4870888005299991,1.5795803040407805,2.069777783855384,3.0238313074065055,1.524585703992751,1.8935350174861296,2.194076261685097,1.5616673603987603,2.455099180126087,2.1953010271690854,2.246377828184631,1.8312998756675776,1.4931925274881424,1.8113902262358952,1.5721806302425558,2.486107037232691,2.100805845880696,2.1598765810632767,2.533107512797162,1.6003535925168129,1.8303090032169909,1.4330504945997,2.115877834803318,1.2578510350595793,2.2761136981560797,2.1639249083528145,1.672531997710064,1.40255281093041,1.3516339009873366,2.569709832672491,1.9826712266156816,2.1326461894121915,1.7200980095436458,1.116856479226744,1.520072650424928,1.2991246767417324,1.2255132571931318,1.6401034654596034,1.7795472582284142,1.4351805907979296,2.0838152320875216,1.4684507426341658,1.1577499570061556,1.536044322411091,1.195913990983252,1.3019498442939823,2.7950086574779887,1.4830608234688745,1.7205806510861492,1.3803547253859025,0.9674642886654597,1.166015084891001,0.7170103648790674,1.2222919573397637,0.8864758517542136,0.7480497091305605,1.6506966671830128,1.4915209054954641,1.243481426137217,0.9556040814441251,1.8374235837781003,0.7397527159515648,1.3802241206880135,0.7273173732669237,1.80822676805803,1.1740744730226065,0.8699861205920643,0.9870181712654029,2.105234431761018,1.5612404843873768,0.7735298507012227,0.9643478594309747,1.4770654525910678,1.634375291932682,1.1880138081063787,0.93448428035652,1.5225452283168923,1.7165052291207752,1.2203714170356301,1.0795172730354134,0.9004060958633815,1.8362838731941917,2.38269319945655,0.8174533795889699,2.1375895521102035,1.498766391444048,1.577632000832237,1.2875338368565983,1.0488184930001392,1.1079177916527956,1.9855211794583734,1.675131082658063,2.028936954542915,1.6653939634593746,1.606422164316698,1.1399208479243303,1.4684582652637037,1.1166178372300368,0.9213032107932517,0.8992213225179898,1.5971299390710587,2.259938631935631,1.0043961935351817,1.9795953319987258,1.173690869042684,1.4127922157262152,2.093195654465105,1.1305656157153388,0.9350140445066558,0.85417438197509,0.9399059621716153,1.1380286475173698,1.3676212261485448,1.1101872351885875,0.9230785336246716,1.6556730560935689,1.5401027966850145,0.9132351411095808,1.210302858537816,1.2924886945324694,1.4636162602950427,1.2897347869243319,1.6456838693689217,1.0387974127042048,0.9467720614881695,1.7876862859151408,1.2215923153650408,1.5932427761386199,1.2026940793467475,0.9738725877542017,1.1154705567335008,1.3205218409138462,0.8996849484076563,1.4446376539491124,0.9479840125499054,1.401528697299478,1.476135308006994,1.075379189794757,2.3594693832285487,1.9603843448317373,1.6251175166527128,1.8457465475620525,1.68395405483435,2.0862250486969187,1.556072501465832,2.2819744054280733,1.2706941114283774,2.331595754004819,1.3430005889646925,1.9530083093733834,1.9293372015123016,1.2261542346050145,0.5647478633008116,1.1563288708779986,1.0621539747609856,1.8788136074113084,1.0549851149752736,1.1227418602438741,1.499895550522078,0.7934775420957779,0.4858214176674288,1.4494249001891526,0.7091562720162196,1.7422471636227312,0.9152512512941327,1.5300403781246192,0.8655572687770517,1.7510927107386884,0.9575142130045612,0.5562667461342504,1.1418956233270579,0.4985257094779529,0.8947399318344832,0.8387408078710299,1.5510068753641593,0.526281605594564,0.7942601115595244,0.9409373424044593,1.3505965784753566,1.5132378727421527,-0.08368515712501905,0.40924589986771187,0.3503615002813277,0.47190414300235695,-0.05701472009636711,0.11989871630198802,-0.012497075356368176,0.37949037260723567,-0.13950401226443684,-0.17012480152449205,0.11873444821358796,-0.13542445473038003,0.30009026802012606,1.0854482446020952,-0.16440436911238326,0.2494765206130513,0.22472135945459212,-0.08805734068896486,0.1712188435546953,-0.3263263853853522,0.4597397305782907,0.904156020303312,0.09538541805596368,-0.31224024648516924,-0.03893473587971966,0.01952524664871106,0.10925061099209488,-0.36108170221253316,0.1600022309105261,0.1812227557315291,1.6667984137395184,-0.31606071399799285,-0.3151872340069589,0.07353045681112316,0.04255942737595033,0.515826982523142,-0.21874937054400875,-0.16890006567197954,0.7551231455882514,0.4041963231145247,-0.003884757213689804,0.6161277823019253,0.03788157591630531,0.397677478365632,0.27930849955525716,0.40192389765724434,0.6691241900487251,0.7179907224885128,0.5541130824413423,0.9975744538758083,0.9347393610671948,0.16146432403395602,-0.04434098927008314,-0.4994093592089143,0.05140970861607792,-0.2746510155984605,-0.47451196786998395,-0.8282183826701518,-0.7655387620918053,-0.6181301497271872,-0.5450797748928708,0.9144126604376565,0.09075268129409986,-0.15352285010275415,-0.4275391227917736,0.38393936178872656,-0.014815596321551532,-0.33128968276982756,-0.5400220874847879,-0.7456562676451758,-0.8147718861970021,-0.407517409428113,0.13006049147357884,0.14112987608922034,0.3351473325695803,-0.36549564315692995,0.13353739257739736,0.2983044838417566,0.6233107299374911,0.6561079296984548,0.7359621754981471,-0.002902069334094532,-0.36732736795332616,-0.4954998721141612,-0.07084755792781726,0.6408550216794299,1.4701113382586852,-0.4023357115211653,0.26096631439346213,0.8510404343600882,-0.5978300283637649,0.7564619459406722,0.8901743387874405,0.37068674043551714,0.09517571819813027,-0.5208323188757303,0.014732102172171357,-0.8954126095808536,-0.7990170305326921,-0.6769126927642313,-0.8474363977417508,0.21745178430902865,-0.19731312564709158,-0.5693825207514139,-0.31371036398500196,-0.12202912020120697,-0.8993123415393397,-0.7307884070939638,-0.8791880893379003,-0.9076477147379564,-0.14585582067513578,-0.48954889648409494,-0.2768267893843182,0.2757221640180901,-0.9014351250752916,-0.367592550618215,-0.3868973667646798,-0.010844548348607532,-0.28656874246843517,1.7999670173943711,-0.20884640090499515,-1.1206164253147766,-0.2926866013172198,-0.61908130336116,-0.5986602886038029,-0.2047014206885694,-0.18619099448675616,-0.6999914893502502,-0.5677397341858669,-0.7051057942851221,-0.5495267628692786,-0.35800628381204097,-0.16155946695040513,-0.27743224340421585,-0.4863683986097437,-0.8275059465162056,-0.8707133225433764,0.09252694055690006,0.045524697828857034,-0.2542615696646101,-0.783162329536875,0.3962120529238995,-0.698623027322386,-0.769351603640293,-0.9239276144449232,-1.2839735390637728,-0.8154411117900404,-0.8439513742282255,-0.7893919955924023,-0.4148428527612408,-0.8366473136961752,-0.32622699238896596,-0.6565820603858986,0.020517594629998165,-1.4951737075294302,-0.7782063060664879,-0.9797370264725501,-1.4802983530118046,-1.2119049063364091,-1.4805942418543603,-0.18280651492109617,-1.6275925658670134,-1.4993013232391328,-0.808861729548811,-1.143547364845154,-1.2189707237011285,-1.3030128051918985,-1.7025489368206326,-1.1708907157385804,-1.3244779362215549,-1.242936474512776,-1.428190496361109,-1.1604641443672208,-0.8541282910363935,-1.5099601666238394,-1.2195954091033265,-1.4839531672898258,-0.6901965326516691,0.07055865829849209,-0.6980644135143741,-0.9080930852935,-1.0395329036102299,-0.27328079932934174,0.05829781620658874,-0.7828040791530924,-0.9246485976228134,-1.32441052608424,-1.2230275892779872,-0.8347768260777007,-1.1749825105526852,-1.0796676493866404,-1.1412130037590302,-0.518195110999204,-0.8656876059363449,-1.3130788777912956,-1.3670780545734948,-1.1161973476707978,-1.5325431879350926,-1.2648584650709933,-1.3048714167657762,-1.0713212420914744,-1.1566023505993486,-1.7294209044718496,-0.398679304410142,-0.8602793583594486,-1.6644912925367814,-0.4001595116129675,-0.23011476481439738,-1.6219917142741895,-1.6508089283402694,-1.0388659843767294,-1.5049184568074099,-1.0243892002420045,-0.9746168407182159,-1.2369562143610324,-0.6346350167254728,-0.3094146797210323,-0.6905881097610074,-0.214787020257876,-1.8040371504815373,-1.2115019024943876,-1.777687245824431,-0.6447362122477871,-1.1246195141758206,-1.3328398286437069,-1.3197840240061887,-1.5438115725414823,-0.5076088584591593,-1.0719147751844522,-1.5121167395682056,-1.276836137930914,-0.8077824017543619,-1.6097719956353016,-0.9546122037284783,-1.3116558555592441,-1.4869289569127324,-1.1813349190859364,-0.8176601025825978,-1.7129826252032085,-0.7892453569388541,-1.3388079245960345,-1.0078484028295736,-1.0111124648926852,-1.9728580855408635,-1.198985541135203,-1.2626773774353366,-1.7988933910942015,-0.5632556840326692,-1.408463507392687,-0.8571030363226957,-0.9586140912991408,-1.336474040476293,-1.3301073089409856,-1.30760256850866,-1.7807900918435826,-1.1046410602828456,-1.597932494882122,-1.5123295206897036,-1.1873264193360362,-1.4682856077891686,-1.639340487538824,-1.1270540730679615,-1.924320811565796,-1.4840789710424642,-1.8204978330776926,-2.02202974117964,-1.925632362351952,-1.3614284205437213,-2.3726384078753444,-1.3368855446817909,-2.037782740377464,-2.003462447115182,-2.3499372966724494,-2.1338331684907192,-2.138771247788389,-1.323678095174845,-2.022168911455135,-1.7171976443917196,-1.3635842985761033,-1.728677527069196,-1.7720865786582354,-1.9463930754063121,-2.154789604278406,-2.1795859368281123,-2.3659493537143907,-2.281140730148009,-1.6297043164029856,-1.7037339553425883,-1.5651536909097297,-1.3903466578772703,-0.9471459879461579,-1.9540555697360786,-0.6320379997564229,-1.7645112534092524,-2.066083420313418,-1.8058886278694537,-1.3361169583497636,-0.5751504757940643,1.9582221553439014,-1.9379563719263666,-1.5967300103357007,-1.127038256887951,-1.223606708103387,-0.7315332610527459,-1.469049691202829,-0.8235058586025529,-1.3190560572216616,-1.0007016213249613,-1.9213945868483533,-0.7904842737118509,-1.3070415116583525,-1.415049344647953,-0.4178722725576932,-1.197829407577106,-0.5518423095647553,-1.5780428397909922,-1.5499972507077862,-1.4120259615069777,-0.9515420775533564,-0.9421770198576808,-0.6297879669257174,-0.9005645991112208,-0.8157159984433927,-0.9302889991990388,-0.8520986627933275,-1.1525301176943434,-1.5468972201928437,-1.3054101810255094,-1.125899096329848,-1.0453432708779336,-1.7278042280868016,-1.5462312867131602,-0.5078459815551043,-1.601445833524666,-1.9199607804541479,-1.6101072076458105,-1.0761362381325232,-1.5746287496140106,-0.7043032164260459,-0.44643091944889907,-0.706090577121761,-1.1668246434153826,-1.8514748086438955,-1.6224603767397563,-1.5738056236349196,-1.4715683464729286,-1.6144632092941318,-1.7547122117936522,-0.9778866408265551,-1.2941149044425821,-1.6609876079797,-1.1640119810097234,-1.444841801731607,-1.7292293978455384,-1.7980197308007881,-1.8150310480236185,-1.7596696576577748,-1.5658209252433444,-1.463568558649732,-1.196742519918321,-1.1126997790796123,-1.1104894990363041,-1.8534379019360623,-1.3503981013007358,-1.609185382460721,-1.5113765685862661,-1.8388904439549345,-1.3996394228830038,-1.1066980288235058,-1.5614707570992543,-1.057833846794792,-1.6423770239902198,-1.3858805371674918,-1.3762061651130508,-1.2527784444903092,-1.657729953513419,-0.42355114809254096,-1.1005398204294938,-0.815298905411052,-0.8245501315741863,-0.758487761848065,-1.0231438854054655,-1.3790602496299798,-1.5007163233788396,-0.7152029246908175,-1.5798570512409695,-1.0918362076761585,-1.2298117309551366,-0.3947314348221065,-1.5438097814588936,-1.46636910681767,1.6760487196865745,-1.9327905243401222,-1.9615712840090174,-1.1220120224687085,-2.582096430561774,-2.6381660485103415,-2.0518801441286856,-3.065133652453906,-2.131796320960267,-2.271155734448264,-2.4890439864739253,-2.1479582591258373,-2.96743435112523,-2.4493394805605972,-2.7877644968727435,-1.9750272636742277,-1.6140569583538975,-1.9848482588412566,-2.0519304568629244,-2.32854773228002,-2.6467053961696534,-2.2639713342978185,-2.1854580701362383,-2.4368671584749273,-2.7788457608503108,-2.6873284309663936,-2.2513971264772294,-2.2110158130244177,-2.788592357394121,-2.6706325588847593,-2.100437608172259,-1.4773356163440867,-1.5905664965656554,-2.266504292773515,-2.504958237561411,-2.791198038839289,-2.9209437392080857,-2.8106376192588622,-2.7419287391950933,-1.9451083526919448,-1.8435755965083649,-2.179335129801744,-2.4534243732644976,-2.4057519813541024,-2.192595620350831,-1.9289166227699053,-2.6554448343882298,-2.062989748730509,-3.105424213272407,-2.797397579048409,-2.5390980331443096,-2.94279111626098,-2.8487748102190786,-3.1522280276143815,-3.1801470297228254,-2.673670853468004,-3.087825829639571,1.4489611426812328,-2.3982888052252385,-2.9672526312525305,-3.0261745928143973,-2.077914001769149,-3.109334218670508,-3.3397350872392453,-2.8152314225603132,-3.262015651571636,-3.284287541820539,-3.4919803624667285,-3.2025073455414304,-3.126561993573837,-3.2397822639159966,-2.938880028900456,-2.8659829546372366,-3.3856689106368747,-2.9353262510047395,-2.357972486658844,1.5733514560672601,-2.0881904091610197,-1.9326649818115,-1.818261880355709,-2.1768024214176376,-2.1260563079770796,-1.275542239971699,-0.5590862975225119,-1.5076962559858091,-2.1977692959994894,-1.882050550205659,-2.03581446712655,-1.5731590338599746,-1.8210755650704111,-1.4441596724568084,-2.114819737796181,-2.3300526011325418,-1.9552766098005132,-2.1995966193690344,-1.5512825236155268,-1.718326676380015,-1.1779973900942784,-1.9964565872636264,-1.864259580304139,-1.628448929638094,-2.2483520350771093,-2.3529092138144962,-2.137508971152881,-1.611641352227245,-1.167211333590625,-1.0882292237118256,-2.106610897984885,-1.5001434839806462,-2.1117178997740353,-0.6991929469368051,-1.7956181818946888,-2.3788297087404806,-2.0001886948701944,-1.3167577891198214,-1.4065647333485187,-1.7553035018578294,-1.0550911422053608,-1.6389243399149613,-1.4422794443239453,-2.1711218516053465,-1.6421031192190492,-1.434050315150131,-1.771932726744662,-2.1383064837144636,-1.791669397914214,-1.95471178204992,-2.0552200961118103,-2.034242662882535,-2.1438301361298566,-1.845793930645849,-1.620643691557767,-0.6122789757153498,-1.684224032376045,-2.1110102535869855,-1.879301229226081,-1.5656155760066786,-1.7537006949541956,-2.062362645143568,-2.047883055190126,-2.0644151883853095,-1.7946878775447273,-1.689006396190096,-1.3038100300474043,-1.5537829718929503,-1.2093985641004372,-1.762871580082925,-1.4463080747859476,-1.932359786601637,-1.3903041386619626,-1.8084120521246014,-1.9337603197652133,-2.3454549431050444,-1.9871906536038977,-1.3097897016580033,-1.561892327145302,-1.864443305433391,-1.8407486895605651,-2.1095522284420327,-2.025952109567596,-2.514947048998849,-2.3362317351178308,-2.5370004395433527,-1.873655121056488,-2.611658336905953,-2.0195544407091006,-2.2437402275410316,-1.8523133295242837,-2.5684240820849977,-1.9484385302237988,-1.657666476106888,-2.7033969649891407,-1.9645410787492503,-2.5346107093289345,-2.3718814121924816,-1.3088849204438406,-1.9021078484723737,-2.2170286483577826,-2.0089294086243705,-1.8706890987225187,-2.2373635930438116,-1.94957572431021,-1.8317220887117862,-2.1807266030419097,-1.8412914624057544,-2.3491168537092917,-1.3094536382871773,-1.9076230030367944,-2.200642932443534,-2.4869264687745467,-1.957625562432259,-2.155248573852757,-2.3948436373775053,-2.583134033044478,-2.442207003834318,-1.875754807068058,-1.994247507938918,-1.746298832547473,-1.6964660665157825,-2.3767901733175116,-2.6754117536961584,-2.398775048938123,-2.6163321106909754,-2.686275415352786,-2.598057031655481,-2.80935155450234,-2.8586431971746773,-2.407481674402545,-2.929045583976564,-2.077862904749732,-2.706725849515337,-3.0874926834320613,-2.7404782394341565,-2.848212915856606,-2.6658979620415146,-2.8942176813090477,-2.8883228528048424,-3.0227908694452887,-2.400777789517602,-2.8873625043712035,-3.3096189312161233,-3.113902891469745,-3.157333508075755,-3.0948789116105684,-3.2765487267273867,-2.7436035134994796,-2.1777306971666603,-2.950536449649461,-3.2087425128872247,-2.6257412476148354,-2.4642427279115005,-2.2961247767361446,-2.92758230993167,-2.4338520599259286,-2.9900293396231015,-2.986649488217078,-2.5539691646453577,-3.5322141033149923,-3.0509003464840583,-2.9432030410762375,-2.42167331816909,-2.911121844978729,-2.5341612157967455,-3.271470924417168,-2.456498840407118,-2.3457918295270126,-2.659633293462805,-2.165991500433949,-2.224530986394951,-1.4051353950616872,-2.328106221772661,-2.0177988207462803,-1.6783254158369991,-2.171044123311149,-2.577749542327909,-2.2856812567196414,-2.007950970655343,-2.3420283889229134,-1.989263237316359,-1.793426606805832,-2.147953045378644,-2.383080654920437,-1.3342227355343357,-3.315507686388375,-2.536153364871344,-2.1687408817637244,-1.9296551015424148,-2.2436889283586536,1.8366956286489826,2.6027135282789287,2.1854296580906802,2.137905225425888,2.0221326398203328,1.7656920866406565,1.3488050928474686,1.916900155901433,1.3571226143452317,2.1497121801705643,1.9109902223879058,2.56663733561976,1.7833434998889173,1.7820597794631083,2.0325541943708267,2.8678670382152847,2.1708121908732556,2.1615298196789596,1.4260857921160437,1.5745713778538462,2.1416669302051408,1.6226235844214543,1.6067018070122694,2.1214142285303876,1.7870057180488435,1.9894770193177336,2.1092843911856756,2.4342648626718715,1.4870768594668804,1.564724866392742,3.069881714137422,2.0168586770387327,1.9087744258739776,1.7415055057199724,1.2627531157394372,2.901195899723935,1.1387749382932375,1.4595089406172177,2.5733452978870375,1.6919709764170043,1.5644114663055626,1.092149712677085,3.1567185087633676,1.9277536035694756,2.042889705491772,1.4763464659077037,1.3758037852590221,1.7054284796379904,2.1304807117924045,1.466864314975487,1.6718499995108742,1.5533498411543927,1.8122387792049797,1.944862386606602,1.6802056770628178,1.9635518288281661,2.1618665078219936,1.3285429558490494,1.9705724920004932,1.980597198785649,2.0116705046184284,1.4287524294102696,1.2765501335660336,1.3758284204901474,1.667712559222273,1.7171595559633062,1.6037382382440388,1.7384384267706885,1.69411158665261,1.9128775484431564,2.231643536440129,1.7247417551387243,2.730904851694648,2.132525397474375,2.5603352571529583,2.9055826662688853,1.8864358278908309,1.7232284469921175,1.4773864871910423,1.5009498566923074,1.0656238294102356,2.0818600516369496,1.5440113172610601,1.2169184448774728,1.6157143373896494,1.8997904800826004,1.5946249157343544,2.641452496236085,2.4961984989650987,1.5363517204322947,2.6360223618412513,2.2440917231943764,1.3642687547428287,2.13932593373818,1.8298036222427456,2.5018310693488615,2.1469586182226648,1.7159904560753443,2.5721957796399577,2.1056309067007324,2.175017635146789,1.8420067180383677,1.4546714615430867,1.49550250577995,1.5492339585612613,0.9299245847668943,1.6821994324684435,1.4393390272614146,1.6997758677040529,1.0872158533691738,1.3777695210410414,1.4841021529655676,0.8872046497157627,1.7619068559206585,1.618783894907704,1.119481703913964,1.0736224343905796,1.563585212115241,1.9500851700404054,1.1676012028518754,1.1043567423688818,0.9912276222927738,1.1480591224191299,1.5513796064033956,1.25379523404654,2.297091858764624,1.9098860683434242,1.2748810925849117,2.0021025434774886,1.6984873830709784,1.2625542092974773,0.9996223053316432,1.3223936617181975,2.185458470386069,1.4315058816007953,1.2053660200240166,1.1318131894568464,0.9498111532003247,1.2823197362865808,1.0330088968411553,0.8647541866993277,0.72743699820598,1.9071578132212863,1.378089359749704,2.1294559656070593,1.4242835946337231,1.5298029095273387,1.4574953141479499,1.1986576129726259,1.6191916828503594,0.9876349740467201,1.1883504234172306,1.8223263817407793,2.025016213966441,3.0807146402364785,2.492848119403597,1.925043685933488,1.9737505162384967,1.3443438713696427,1.6875684880934,1.997524665936057,1.9316756269598863,2.206193356712479,1.5726315489222376,1.5031384689169662,1.0805953911500195,1.074271649363571,1.4645406647411885,0.9253496770361551,1.7594018280916923,1.8653620424498976,1.450302337421236,1.843312542596006,1.9547922579529218,1.7948521100768557,1.0806583242731587,1.8449003244910562,1.3457658067563933,1.6899016136984915,1.7758880998692999,1.7988675186202563,1.8736088511940352,1.7949890792589018,1.3717002350003604,1.8680929679813973,1.5798159815372,2.2990328818461077,2.9906895877757953,1.6912146876066696,2.6012220900876635,1.6595697326180103,2.0774828490765516,1.6994020765423228,1.877982781900921,2.47314196711698,1.8546071284239767,1.2149055695541569,1.3342781660574252,1.676431863034539,2.2453080027421533,2.206749981376806,1.789779002558899,1.9186228257090443,2.2258432240991666,1.4893927343164464,2.486933898008131,2.3884679756579095,2.2553823429160245,1.296389348647662,1.4401176217174119,1.2340695477384065,2.2219952980992224,2.151773720092613,1.4055584586966088,1.8665222338568908,1.4540875041900532,1.9842000260864214,1.6792213203645554,1.7229959911309287,2.4074646430241486,1.7126316958358614,2.1679010080881334,2.0240999739226155,1.8990602260680127,2.3034865459965093,2.1784816078391316,2.419317258283857,2.1546965133821656,2.256838277517432,2.1400164487975495,1.8535801714437323,1.389180806927121,1.5927639535681266,1.9022650652770128,1.686733349565593,2.0203237869174466,2.2515623878565365,1.6923231423968503,2.3660609964542356,1.8789716584417206,2.208579286695079,1.4114689531888587,1.7644564301158294,1.5087459730082653,2.36208403272654,1.6506259267575554,1.952336717002306,2.0946149394697122,2.0564667353814743,1.898461480987118,1.582834796058157,1.2156983923955196,2.1982315540109787,2.3112131516296057,1.6322866912994398,1.630344750828414,1.4065139694529216,1.4233682875467504,1.1677022547128015,0.9732663194785433,1.7020978009700047,2.3641036611456965,1.310669304687647,1.7953387667980194,1.8353580504762042,1.1651386136178252,1.180207545409248,2.5454492269250535,1.7008204372814903,1.2628131972795953,1.3014480560943928,1.0117793423630903,1.017779123002826,2.082616543119888,0.922422781351109,0.7594516492100716,1.5155964911409736,0.8162980613276538,0.7885666863997193,0.8919816761619551,1.8505911797983836,0.8606385794851537,0.5513125502399914,0.6970506860130286,1.827179997499636,1.1080509458785845,2.6164185194695704,1.9157749726952145,1.43182420202569,1.4485980211230585,1.9455687821852263,0.724237673476349,1.351136977622656,1.2175099161472676,1.672849959456361,1.276504160260428,1.399309238616327,1.1567120387443999,0.8715437936271073,1.6506939127319904,2.336441743802763,0.8664487006617129,1.7113824825936526,1.920037464658303,1.9418424619313035,0.9156198764432483,0.9220252129841848,1.1551326183858601,1.6507568924695084,1.4879946359690814,1.9996613746281693,0.9711005885863119,2.3105170996730395,2.1006543978691203,1.8980685285225607,1.5902183647519066,1.4336025690858796,0.7080483039979251,0.9953389606242456,1.1750995034305467,1.2325672918655077,1.8112855656396296,1.618481112023348,1.013804641170823,1.4907278231244778,1.4891829819188824,1.45072446198319,1.229878154169138,1.6012673359183425,1.0488263991926559,1.3169957556730036,1.2013186926955295,1.6719836455532842,1.5571401861222778,1.1562384877344338,1.0160057757067273,1.6595980583093424,0.9313533940908776,1.2999187907505878,0.9783932062039569,0.7702145757955815,1.3249646899590901,1.146909459350396,0.7785173883238785,1.22019408597,1.9099489932142955,1.3960728314129658,1.034566399323038,1.468759095665866,0.5624802338908871,1.3981859845685374,0.7477684705072594,0.9996534873311664,1.0980292446152446,0.9148625289686493,1.0679277664285012,0.9656721133470993,1.9370336599662576,2.064550364404978,1.6758969913753379,0.9921486567197045,1.841152455634423,1.7384499861082898,1.9692874726299774,1.4506588691765396,1.316945946306047,2.0431649180250573,1.5765082110666744,0.8329763849990771,1.3935787704849003,2.4276721014510487,0.8066432271957895,1.3766782799796404,1.2778860292407082,1.3134796393316979,0.9462001291525836,0.6063312316318136,0.7254520246063406,1.247695451096244,1.4537602418868134,1.9105361806822,1.2652116291199806,1.2543989524303483,0.7433480986328649,0.7991695738954351,1.3740139877346356,0.9443283988162247,0.7851180574036283,0.8924316736752701,0.5819037895657466,0.6872060992204703,0.02520047942141184,0.9224715278910607,1.3271698223095534,0.42761650619630986,0.46819990339231704,1.0128832199395823,0.20804918158505153,-0.13220867160036467,0.03130107771564261,0.8078231777031001,-0.1381569296235922,-0.6572180926667284,0.3296245250729512,-0.05266736915013279,-0.15698993316248247,-0.32887912859057233,0.5671792896869401,-0.3017102923517773,-0.2515963556040553,0.00761547012975909,-0.02012332948238899,0.5605342176951718,0.5067198436211495,0.10337038892041353,-0.7023092554724101,-0.003570462237762059,0.024657823533425584,0.22250404800851,-0.5044484621075694,0.057272351743013636,-0.5249166709801654,0.7232914442124624,-0.4698920320032043,-0.21534079861102848,0.34325342731651076,-0.4720553844001046,-0.25113228432537266,-0.43643942000782937,0.026917358754378277,0.28932833032601774,-0.2255766650314918,-0.19411948564404066,-0.025608830173256367,0.527054707767006,0.3000952536320841,0.8735509470758134,1.0255332865774414,1.4529214288660597,0.8736922220320091,-0.002814576951602257,0.3815052603904005,-0.34268990244214853,0.03634278372937918,-0.3662318740945988,-0.16585174993118296,-0.38569186158111946,-0.6316727211623394,-0.42851830964154053,-0.5195123934522301,-0.6486886419971485,-0.1102968953741301,-0.587991439386302,-0.2703951554894813,-0.14082469232815098,-0.7990133327504509,-0.7484892212644014,-0.3154503065926212,-0.16386698213792172,0.07977610467784294,-0.09584896378242946,-0.06045291450969071,0.3630162147377613,-0.4765148717609831,0.23856948079282836,-1.0786988214959818,0.018958235955905896,-0.5303419377443773,2.364193987291808,-0.9300965450724547,0.7399704535270242,-1.1129921862452101,0.7219504953804703,0.395001646579766,-0.14117072315403137,1.0572189960629217,0.37192071060869997,1.1049647222780887,0.039112791211363546,1.5467421021827714,0.13267325731198204,1.5727313556738738,0.7275351114345292,0.0651155464629614,-1.0217876301829385,-0.4287212752696567,-0.5808809476351156,-0.014758605287329021,-0.4235583808191735,-0.1184999876275346,-0.9322250419430013,-0.6819443452318031,-0.9272139646919451,-0.9938103574524048,-0.6371682127278155,-0.9428298330138576,-0.3796463906443067,-0.6720526741856547,1.9909648171569714,-0.31834739615562674,-0.38096721122339,0.0008342128234977568,-0.6896621485589417,-0.6524630197883511,0.3167008758004045,-0.24307622888033592,-0.5898355036607794,-0.30504919423331617,-0.2915082111386627,-0.5462532629493113,-0.47210652997676894,-0.38923999340475407,-0.5421070885704654,-0.6783576796636847,-0.6763176334436608,-0.2731551500927883,-0.7841486464716713,-0.7446804772780917,-0.40230221730772836,-0.08880115853610474,-0.25926743509240807,0.1935566770254736,-0.21005945021745814,-0.05611682081517635,-0.42456819309667687,-0.36466736149500417,0.05682201095767431,-0.47797560584582244,0.515181924954115,-0.7127400214714008,2.388207949165815,-0.7937697674833347,-1.2285687759525705,-1.02047819865513,-0.4397352494347944,0.069871910830826,-0.7438453932349154,-0.9612294407974492,-1.1305069820485278,-0.46384458496966896,-0.486609326497026,-1.2023855734213487,-1.2561474920701627,-1.780272237510463,-0.8382287329852438,-1.7481625622270398,-1.7005319761100393,-1.3002752842127463,-0.9969312567152551,-1.323541427256759,-1.260318010533236,-1.6543062881116692,-1.3710965905747672,-0.6869716500450237,-0.22311194185043787,-1.4813175440869333,-0.9063618013973161,-1.1697795355234997,-1.0584576038171665,-1.6917316401005797,-0.4824387913335105,-0.3908694644778992,-1.5069723285079846,-1.2741935267846465,-1.7081664912088226,-1.5917586729338356,-1.7257222762308373,-0.5960595314778869,-1.4377864412430206,-0.9680658233767879,-0.840213672872542,-1.6758904266634305,-0.9844717871609308,-1.540632287263716,-1.9234615483395843,-1.4956970838355605,-1.5576367117905583,-1.2641278854836837,-1.399934945083031,-1.0200496297617574,-1.150763923061342,-1.6104373573984991,-1.1567951692366205,-1.6639315828138075,-1.600784981214136,-1.3088031509337799,-1.381527613662987,-0.9057451741371126,-1.293864170907906,-2.0728116260280225,-0.9751914058020728,-1.3690830474533005,-1.3935387087328612,-0.9832755347639364,-1.7091974385054036,-1.2311875527843217,-0.8630019165182269,-0.9243184662943434,-1.7191663428421236,-0.07962911215966684,-0.5944302173821794,-0.2732798718355653,-1.5103399452547093,-0.8626480711568573,-1.1876733371000499,-1.0980826584612005,-1.5371641790968444,-1.5500571280866327,-1.1836365798640598,-1.2606126905997121,-1.6663663283900985,-0.37608628416699713,-1.1381525553661462,-1.6511267559837937,-1.0045610692327143,-1.5384296122592236,-0.7258806071270785,-1.707532620200279,-1.1497963733402545,-1.1694911621922772,-1.3190835374609495,-1.2886875590857627,-1.5996010722415819,-2.08842069163028,-1.3401596212716997,-1.1220195495863456,-1.0666280111590518,-1.8438861223957712,-0.8961195367452145,-1.1378772053739707,-1.5765173648759014,-0.9706604191253345,-1.7604028394024334,-1.763158350422085,-1.750386683942585,-1.1521318287283182,-1.4019067638840883,-1.5187292537144,-1.790422645817701,-1.7481831381787405,-1.6066347143512762,-1.5176159908980902,-2.065837523595067,-1.9705928502127004,-1.2511877655058719,-1.1419840223535944,-0.9912907846215554,-1.9052505996811502,-1.6331116351009165,-2.3216815059899782,-1.8899960343467135,-2.2188431105698805,-2.0629104263134352,-1.7743270922347323,-1.7238682938682603,-2.1964031001889013,-2.088107208839576,-2.3361478943760026,-2.415944586535769,-1.8180701014999932,-1.191114036136597,-1.6035476785093494,-1.9556750454969536,-1.88034499927145,-1.3208547364692806,-2.1078905047441934,-2.020562637183654,-2.1243871844766473,-2.086888019763987,-2.391345149520405,-2.459073494744722,-1.6254516547682711,-1.8260430605478473,-1.1419985871238347,-1.771168784275378,-1.4540574994137891,-1.4628115613507455,-1.5370656248888237,-0.7876650820434214,-1.838909909214299,-1.328774433895049,-1.5523733237842197,-1.1535849711570598,-1.7167089164757046,-0.9387123433470415,-1.2938348903302588,-1.0197682413162203,-1.2828025838201988,-1.7043144649885849,-1.4804493288149938,-1.5340363144190694,-1.5658518143468119,-1.043265512892011,-0.7129086921161654,-0.884173670134763,-0.8264813359419174,-1.8580104293694966,-1.2613746342631196,-0.8774033785692367,-0.6374022620067697,-0.45367107381751914,-0.6151367248057513,-1.1876368381340974,-1.3734084118716228,-1.3630782290838226,-1.2479345899378145,-1.6363277442802986,-1.1131666949832753,-1.2929285553993362,-1.0078438220761747,-1.6498558013936115,-1.7605275073966333,-1.0268447977265422,-1.0180755814600466,-1.1149761880746363,-1.3507013233303655,-1.582004303251169,-1.773376577740682,-1.7657714894900893,-1.7801177992562176,-1.9495304437007543,-1.6479580450167686,-1.4201453917134772,-1.543380897902547,-1.7008275136812654,-1.201466777488706,-1.4757577168088423,-1.7349501292249887,-0.9503377828477447,-1.0598206667059833,-1.6941672787455604,-1.9317322840687883,-1.8369711371893458,-1.233781456631749,-1.4524651996553002,-1.079231924022768,-1.765415409479837,-1.5673137740674368,-1.4217264515097312,-0.9310797240102443,-1.6686847242831115,-0.8141489705445736,-1.285200171353653,-1.881275948481185,-1.7774880700816997,-1.590945680672428,-1.317354803628983,-1.3268542132001753,-1.6902164236680626,-1.2492922904164765,-1.7525641039555298,-0.9091072606487769,-1.775554542961857,-1.5606794508802677,-0.9163122475931726,-1.2740651610023612,-1.197948587223824,-0.7643696281546504,-1.491973577487963,-1.0847406791501173,-0.8073987600573653,-0.7235846195300761,-1.449886004046187,-1.5491487414069764,-0.33314513711693844,-1.353180806263039,-1.3906332175158758,-1.0674331825281391,-1.3413193045731227,2.4806035281235657,-0.6186098876762594,-2.070905826648325,-2.092722407905863,-1.849200682823208,-2.9904578835656483,-1.9118124897290234,-1.7977589165812438,-2.2842721742173526,-2.1657704756159286,-2.699086497492215,-3.044102130154557,-2.4750270936995156,-2.2786604793033165,-1.7294553434642717,-2.4568853792359477,-2.4707128144563804,-2.2724340235489064,-1.923083959527806,-2.2798640658830585,-1.8092800262439646,-2.112831387207402,-2.036389915132215,-1.9240466674998908,-2.5712221055965294,-3.020655206532834,-2.2486743491972425,-1.5141945815607059,-1.786173580814983,-2.274476979450753,-2.379046670110117,-2.2937876156400336,-2.022086281044483,-1.6124075518885834,-1.6922291005775634,-1.45348901257587,-3.004711636777975,-2.9739199654039727,-2.491907046266961,-1.6837741988484258,-3.0230184409147967,-2.578254051606849,-3.095437761205315,-3.1720866750190764,-2.654194875734499,-2.780952718827677,-2.3987440018550314,-3.1199824087023846,-3.3107219794265603,1.6494981725490065,-3.36328933252203,-2.6377203088455397,-2.942382052198018,-2.6464366941875808,-3.3919846697605096,-2.942149332123985,-3.3035654443788935,-3.11026592541396,-3.443870566603399,-3.2191892993915796,-2.799347485235668,-3.113290991127359,-3.5491797361022095,-2.735985230131906,-2.6576811379480065,-2.871609499094191,-3.407867322160538,-3.4196122276603775,-2.868521358737447,-2.9124414944456727,-2.822163579558803,-2.989335449857103,-2.4049804897046974,-1.1751620208635785,-2.1025143146317946,-2.3088517840296126,-2.290312232840803,-0.8267471816656392,-1.9987331373463837,-0.7778017174897454,-2.266597689513578,-2.1177595500254847,-1.8054506528484895,-1.7166984849309932,-2.4183730841862863,-1.7404714945188233,-1.1641166173714093,-1.5044980265419954,-1.0521654573289496,-1.843950995840462,-1.8879646626365505,-1.5682386084848225,-1.810703841976897,-1.641465525592137,-1.8416405965918494,-1.2755296134782752,-2.159750913686799,-2.1318220360768048,-1.45846116853759,-1.9478773667341747,-1.965574045225389,-1.984282580191413,-1.84072386740784,-2.007552460521407,-1.8190834996825418,-2.159071233657921,-1.3203160102990381,-1.0923640590561696,-1.2392823012973526,-1.2901579838766088,-1.088938670494023,-1.965239360780113,-2.1673944858176357,-1.7274990967547226,-1.9945757324011584,-1.9064793371667836,-1.5374405305492596,-2.1501847280661734,-1.4671415769343887,-1.363785429083001,-2.143275915372239,-1.8765705881645018,-2.298498871421365,-1.764146394447707,-2.093946680871336,-2.33619740509856,-1.7116500385995777,-1.7520501469892082,-1.9165860140025057,-1.6108652950141393,-1.754628646001398,-1.7717320355699844,-1.6119768006268966,-2.0675353025404446,-1.3965207295337532,-1.7224260068860786,-1.8422704983550746,-1.1691973023798352,-1.4789263112881088,-1.8548403037187158,-1.7280172825744171,-1.7101283174584674,-1.0003807269533855,-1.6668074758763012,-1.7001800289653464,-1.1241798559593308,-2.0198866997762686,-1.7926098391117995,-1.4619837376922191,-1.80223995463061,-2.109629194125158,-1.5846612345814886,-1.8622784438563655,-1.7318493940035105,-1.3790085705354378,-2.15895167476897,-2.3182973362992425,-2.036958318107136,-2.3834939430764988,-2.3467455860945994,-1.6870765580207057,-2.4076971839918433,-2.141971056825241,-1.9039379333186466,-2.436470849985563,-1.9705642510908827,-2.0653926295615714,-2.2875489881919173,-2.1310874064590095,-2.4739290694623626,-2.6947776653852156,-2.35073606697971,-2.4141538023920597,-2.3868986496769846,-2.011252015497098,-1.812902232925693,-2.150932397886896,-1.5561798982186912,-2.0580312662467506,-2.533960136823124,-2.548966050067252,-2.345968352603779,-2.3974366576162227,-2.0854512464677013,-2.388245447089329,-2.4822876402317835,-1.7130977748693865,-2.455161500190001,-1.8572727846082782,-2.197230936864063,-1.975128259566254,-2.1227751106842274,-2.602148490279621,-2.1480684101106258,-2.2435644232129244,-2.1434745428685984,-1.9953527655750516,-2.4158212842001126,-2.6612511781660437,-1.801194984444534,-2.044225822830474,-1.6974245849134666,-2.739727462403755,-3.0122821633791905,-2.034490812229423,-2.774061947748532,-2.4613733846397707,-3.03347949193225,-2.0814250523397386,-2.3048243554910237,-2.5682692184344416,-3.032503477802719,-2.8500718323017677,-2.607411042991872,-2.594969280378227,-3.160775686064272,-3.122610122173479,-2.6484247466506496,-3.2601449165921603,1.7278976746180867,-2.9050372994907074,-2.8712623771346903,-2.7890742111537623,-2.899645577012278,-2.8573090476317127,-2.518553217968043,-2.77529414621177,-2.4479108445768683,-2.3316092501345294,-2.680712880007017,-2.566494383277398,-3.230654140653278,-2.949553116127584,-2.5930095048147628,-2.9973419447186522,-2.646332787736847,-3.1962770656736113,-2.384834953073508,-1.5609164007222207,-2.9957038996263647,-2.847079268851815,-2.644288746011658,-2.8539344180396986,-2.152629001478994,-1.962785060558645,-1.6987176152117316,-2.177729748267152,-2.6333801945130806,-2.2756913513823447,-2.185067844665258,-1.7767325105115943,2.051870222620397,-2.0238599197356364,-2.3149967972180905,-2.7451751967898894,-1.9620828851225767,-2.4564871652175504,-2.737140958734234,-2.164481858854515,-2.467378362097973,-2.8126232039202104,-1.3136725811407668,-2.5363799042754933,-2.2897493717537434,-1.7854446203081,-1.9593483788704875,-2.288154793602711,2.2919640497134317,2.5277868881142305,2.0668793083673744,1.9403178842608781,1.7139234364035927,3.168016555153753,2.054426296768695,1.2738989364575228,1.2675308561078926,2.0735824348407728,1.255871683650413,2.572982153999455,1.8810780839190422,1.8444109116649217,1.89616385343795,2.2691408139156706,2.097907097583188,2.5909074910724468,1.6673930672150354,2.5705323534247317,2.1355203260658815,1.1152952755537864,1.5693851354557076,2.7313676879645303,1.633061291277474,2.275443832425319,1.728255392382668,1.9899459755294142,1.9315821143523875,1.3877422273192581,1.5319151466214187,1.8404469829203298,1.3520365814926767,2.1077060645119587,2.3405675787671094,1.520383870097369,1.917776773374669,2.427425402093478,1.2011594087501154,1.5395714603356876,2.9633026213881495,1.9503030378946595,1.2116174878623993,1.8270473700034175,2.271618641135882,1.9052727010519885,1.5942732795436,1.1544963820876406,1.6370751533515806,1.8409461161573584,1.9088190851628337,1.2921622301027782,1.6325948711785734,3.339731247597629,2.135147563666705,2.213592787803042,2.594891080008783,1.3373653489125878,1.5353555289284084,1.8793535549308964,1.6800067595875612,2.2013795537930547,1.7094243986181432,2.0761901315406894,2.334203150117208,1.772179058841297,3.887914179883076,1.2826411614838698,1.7980964972536995,1.7983059109407207,1.7817089219927318,1.4115722652541776,1.8153671944522416,1.3928558465857583,1.821343587285318,1.5568089230798807,1.796782009541265,1.9028321555266676,1.7776569593391398,2.2244047679871555,1.9589628814248465,1.672415866230585,1.6638683166968489,2.0442499678572705,2.269590583478807,1.9604343033666525,1.710052428775247,2.365251563506355,2.8738626748691196,1.9420157663696038,1.5195277245393284,1.930754459063919,1.7439851481008073,1.2794931376960466,1.747986322683745,1.528916918038819,1.9086071543071117,1.5265453650548702,2.5450611599444866,1.4271641130454333,1.477161276389832,1.0839069843172167,1.5242746813154098,1.9372013298772317,2.159539201083001,1.5378235206113875,1.7509967804353472,2.0964757021997635,1.163724488485941,2.007359057999751,1.9404275207473338,1.4131005757073758,1.6628217435065633,1.3366377841364576,1.4635557530706411,1.305940658791969,1.1861701162938503,1.2967816686040488,1.237447396364929,1.553343649939968,1.1708366210365138,1.1560055602903916,1.7362063795223606,0.960024003409061,1.2634010290791313,1.5712657633190723,1.0407581487481896,1.6705250545324581,1.3320182142195116,1.240650553526571,2.195812294178041,1.3866974525946951,1.470839368491244,1.7481417322908932,1.3990004855807407,1.1709849116046023,1.0858405564002491,1.497073393154445,1.420272320214792,1.776959777616906,1.55306113457495,1.5082675540060315,1.0545426934158137,1.483560953148472,1.1586836323836263,1.4000013326014649,0.741193469199299,0.6738240892115736,1.449242656749533,1.016209222790156,1.4675824199593677,1.7536800007639282,0.9532727225543867,1.3334983033127328,0.9063570454732386,1.1815669017767514,1.3456897359442868,1.162644223055447,1.7796551658450297,2.0238617832806503,2.2086895815742986,2.0352272369511435,1.100780193566125,1.6873255920956152,1.069790455176055,1.6867417033881253,2.0650522348803046,1.2950607469015207,1.3396817648352441,1.644390221123939,1.63687312368261,1.6758252797305355,1.823900500576226,1.716619416917657,0.8462966323208168,1.7395324612558576,2.241245377553343,1.7410102493540494,1.9310543491995462,1.4574201910326106,2.0481671035697477,1.1147111479313103,1.2327379387362012,1.940460526364645,1.6694041773454051,1.3938636769671717,1.8066930467850246,1.2585230707681752,2.0076395345863016,1.673246464128554,2.5318644299136044,1.648357609114632,1.3564852144406419,1.0893234274533405,1.634226936621083,1.9874864800082317,1.8776459992823984,1.6322225878639747,2.43918613344201,2.621892818194206,1.3283963471937785,2.176685565821139,1.9938911258032355,1.3424738316772729,1.3824809952912995,1.4121622611225917,1.6863406789729285,1.6598805757113915,1.8096362301662832,2.6642973851721448,1.9973094887267657,2.5455494425104934,1.8380822906358547,2.9076061603314467,2.055278939388483,1.6965049266112895,2.2181399522148073,2.9395795501030757,2.368368321499394,2.0489515404710295,1.037862373721154,2.0684224624754664,1.878880601413824,1.550260996918159,1.9117583318563363,1.2652045007865704,2.027522750025216,1.1683597203599578,2.115179027500252,1.5749234094039672,0.9216330782557692,1.849639444275039,2.470255247147589,1.6921284132132322,1.6732816503469334,2.4306597878865355,1.9215698626935045,2.045423937183456,1.762019764687213,1.4346120355057064,1.3885219409766556,1.7004854400274472,2.6244712949716495,1.813185709321167,1.8286501164190152,1.994251485034032,1.8965311368473297,2.50629738531995,2.13894590262186,2.2210232392828613,1.4182619234527305,1.7454604495122925,2.2929770692138853,2.1151447743503673,1.9751171599766009,2.4777973685803474,1.7144948707188383,1.630754779283912,1.2418655224489703,1.5544603972871496,1.8423724784910123,1.7401244830073541,1.505137465087347,1.0578818902603666,1.4852372373015392,1.2432586688502383,2.2026566442372677,1.2324479989275792,1.5016116722080652,1.679183728406219,1.7683204642532664,1.7789396492746827,1.7337594484357213,1.8812399717440318,1.3909566336089727,1.025794450693781,1.1530380266925218,2.150479355455262,0.7249406696360204,1.7918354324325638],\"z\":[0.43573535276401215,1.3607096830359287,0.4884117878594382,1.6240007798140703,0.8342730886920917,0.06251679090808981,1.4634702775874335,1.6621927664598934,1.331338900595845,0.5999039731100704,2.906943341117053,0.49498342752633023,-0.21408132122395052,2.297017702411595,2.799446892586539,0.3048717336581054,1.9587804103190496,0.2213820172917703,1.2237362638506022,1.397099542251655,0.594744116567799,1.0879179512438775,0.816438065598588,-0.12907581752112798,-0.23360865479186974,-0.4627007640538352,1.9475142279969873,2.593379189608037,2.874853409857087,0.8741954753221362,3.163129752300844,3.0248568695317677,0.48068680478447123,3.0190580128202695,3.227444290326969,2.540011962346933,2.5744356614735606,2.1623199090987684,1.9080806707748945,2.188062421650879,1.9188317554187466,0.8685133045805125,0.9803641945989869,1.637523416930461,1.9963991208055496,2.3988980366058468,2.014591434323185,2.6468492879445957,0.8634932213266482,2.2610232972391118,2.9920951109768628,0.5298254513226865,3.6132441552086227,3.7140043274733743,1.4642265776417736,2.4473021000576356,3.5731348895850266,3.9976537459140773,2.780363244348977,4.84783148274055,3.7647765545515792,2.971245578873945,1.89781355479162,1.116814550804659,3.434852991182867,3.33912665581285,2.0527693858902234,0.9770217052802863,1.1291139672410482,2.352093983529836,2.0797216532347207,1.9099981580350816,1.1283801917994982,3.050868982533718,1.3446524589026645,0.4242870906442531,2.326801083983619,2.444408810348847,2.024940238567741,1.6486919800246989,3.0188054147834795,4.447251505389806,2.616497461959329,2.5468797540316874,0.7949963178565763,3.0005197844520946,1.1972270141616608,2.328176600243919,2.370176028107607,1.9987715022731283,3.0427996501063688,4.809435462950257,2.5507294882342397,2.6070572647053543,1.7524224037698162,3.1887486552277124,0.8915742762859649,0.7680196464008556,0.26505206911730095,1.7126997541521762,1.3151284852249596,1.4780931784720928,1.2617085200351685,2.3805487934626366,0.553849385682782,-0.40584136237312185,1.4682131559785698,1.155477276519828,0.2314226458834326,2.059314981050371,2.04832585310317,2.781965231780212,2.1415207697555005,2.8621760209057294,1.7598504787528306,2.7808922864649213,-0.19072239907592117,2.3363958325019256,3.555312177378683,1.722171213156486,0.1889210852861775,1.4204667394952544,2.616501024592991,1.8857463787905668,3.0950641278576962,0.551703746803735,2.5593930803832063,2.348066175465192,1.5945912583215276,1.8239912961234055,1.0082494828079238,2.2407391075771246,2.023714609334325,1.2844349068914669,4.955909116500693,0.2742944418945244,1.0942811051919747,3.5372107122259804,1.327772300943799,3.4871280922434766,1.922418634075557,2.1497801984590748,1.9483775314663645,1.129356665690907,1.7966637096393403,0.5074270142226611,0.6563134849812455,2.4502551908807835,3.0042326312237804,-0.02924642244353423,2.114257185036536,2.0722524884402085,3.0305709241736474,3.278750896538781,2.7048739644579487,3.0927576805440804,1.117002653475561,1.4829773476842167,0.984598304231908,1.746034827262527,2.0231818666581987,3.603206728290444,4.106793066178201,2.475271474638604,3.178316566474241,2.498479214582127,1.8933494872084973,1.6012080864305636,1.7614716860902764,2.589208723363094,3.286915398288068,2.655622996313409,1.2968461825054942,4.21282215502334,0.8295910153498595,1.277017812856412,1.6470907181116552,1.6722627424079932,2.8483339146544107,0.6655176933506678,2.72937019042822,3.3646427152378737,2.875529471354396,5.753479046111861,0.6080376533456983,0.7338382920221733,2.2526586910001676,4.242228750258654,0.9786411601616832,4.666953168377634,0.6919676385931912,3.3524586142852066,1.0124948178364692,2.0375869985299975,2.423833606806893,1.5415118818552183,1.7573878055636127,0.8999088957506826,1.8999605016563916,-0.17433455051218413,3.1152766840473176,2.8013570144228623,3.43960123946916,2.0336829248218433,2.0238850160085113,1.6110021928758609,2.791836087634421,2.4506452944882806,3.579148250622315,2.918985614260698,2.303432143285181,2.002908401190997,1.6077008421594026,2.0261743211743286,1.1133291136562289,1.9115248407029302,1.0106105216832675,1.3830284795538588,0.6837151390676353,-0.38130983565699067,2.606520044171701,1.3934437058505316,2.159359771653855,1.4173237177125486,2.7805117064391895,1.159319397121421,0.12364264411640498,1.9526307673468533,1.1047252943872001,0.3276554031990959,2.7440144099013244,1.0620272544897178,1.1000226787071987,3.3837816407688552,1.1290555017118675,0.8029261956762523,2.0965367905262635,2.501110923274216,-0.16837416522966447,2.5868508900143135,0.6356787330654997,1.1054280490944446,1.1292930241447554,3.04600930493334,2.0669638809349267,1.4280097208366282,2.334271229330287,1.493432723959761,1.8654921490144991,3.818843057697292,1.2522424885822696,0.04530975712180863,2.2796983967386875,3.092620212419302,2.270317495227487,1.2755573835283502,1.7510200490189158,1.3983540199782467,0.47027138330724294,0.41953790972348254,2.8485854874457686,2.141030869306466,2.4573186350669944,1.0312950591425551,2.1690290083716857,0.9877969506408482,-0.42972067220562865,2.994297103510467,3.2192899181929984,2.0887526373273015,1.9137930200340725,-0.45649087790542797,2.125061905059454,1.0196448880220188,3.566383924722789,2.52377424754407,1.8369142579292346,0.4976653046517078,3.367486503914997,1.9990021056349767,2.557028678392277,2.571181901256399,2.6012141382070415,2.09259088602979,1.7038609381229497,2.122541228520046,3.0605629004158916,3.528014851432746,-0.47707297769608364,3.3297893028367302,0.5743670261704261,3.7669857230704102,2.968677624268756,2.0110330734593145,1.6542785650798175,1.3137154797659643,3.1916200921378315,1.1299792393448984,4.225099290019697,1.9484097563882423,4.394897756307435,2.238403314439012,2.6440028745166977,1.6981411119591143,1.1231727677942691,3.826440749806757,1.591040860993646,3.2848626685408333,-0.12377935375061813,5.1942002283958635,1.229663502699662,2.513006350583845,2.48917288949522,2.238820405448741,0.19021451600281963,2.6499187695352755,1.927419964536827,4.56467509409246,1.0072393637494017,1.5952841381373977,2.471623687886387,4.415065610011585,1.1461807731401348,1.2597212666157844,2.112938652187595,3.561561901687161,-0.5577005072241746,0.6259344845184788,0.5542021239925181,0.3489902476347411,1.9282099572811155,4.0820384019384335,0.5683557693429613,1.5275726054141798,2.049771873613443,2.280934888890238,0.7700170917980619,2.9689134062828604,1.344097697028602,0.9328620956307765,1.2401256791267605,2.613372320114609,1.2917176432117814,2.5476961100129163,0.1447681739262496,4.055711051111428,2.2288817142901527,0.8634502453365762,1.4477540861899643,1.1008203509942402,1.5840280327401717,1.7988101367264255,0.039639813389875635,1.2011865489673768,0.5491392465988171,1.050935260183711,1.2072295420255303,-0.17536731124463606,0.381279132946118,1.407066482351302,3.4285066089718432,1.9313133239252371,1.3017932964042942,0.3613337817656302,-0.44406649772699835,0.19245203647100267,0.16958460585987337,0.8303547862676784,1.632814628167169,1.651985931084341,0.4581775408210335,2.782008347455934,1.9236192045053082,0.2523555049322732,2.3097949880579285,-0.21100396722792508,2.813611689099238,2.3741503458333395,3.162667961525866,1.692838219284504,1.3344993393758608,1.6486338164396683,2.5727850804759758,0.17370873718403104,3.409093270468232,2.2086473102917674,2.2769281092536042,2.6026763792722165,2.068908091334552,1.6664535501509914,2.544638129877874,2.7590251846550373,1.0382136813164529,2.041864606472453,1.8962725459587573,0.826202540939292,2.89224233176066,4.107851574951092,2.901594827254868,1.819394932967257,0.24407219360860646,1.1129688501630772,1.7373679363520131,3.304376209505258,3.540850125501551,1.7665035756774454,3.517668576751466,1.4675972370614898,4.124494942077722,1.8068841602701946,3.2880594721816205,1.0615343007467797,0.9601670194120072,2.1872042026266754,3.5181224387681387,1.2253731208212553,2.0852140695874226,3.281240975010182,1.5866521692937707,1.4508853823235017,2.147628599851805,-0.39811842341433296,1.76503042812148,2.6899728204228786,2.5063470195459123,3.0461032775711065,3.078690273925416,3.7408008990871893,1.3476643754366269,0.8114233355097187,1.4948616238513717,2.8132554449675777,1.2776865926023309,2.2972683656300283,1.895060528587208,-0.13126417909056737,2.0865647186751524,3.832345954616358,1.075374560836741,1.4895341212452282,3.1656894439431897,1.4521500831302205,1.8999986161464326,1.224704889187608,1.8885639012380322,1.3516827806843597,0.32963412268337067,1.3550342742676853,4.296749597210764,1.310032486909846,1.177678502387416,2.069689350454555,1.5260750050482752,2.224177045509088,0.37088015497127375,2.1880280491310202,1.0609794546241098,3.812916558496884,1.985149042165967,1.9330791306449722,1.101424235706753,1.9569830794155647,1.3610486934742985,1.8921230015355321,1.8298899080858018,0.8777182150739334,2.4148596672546327,1.5202753105510691,0.9507326369179042,2.7657605714153477,2.0401849809057206,0.9956712025542412,2.0774489547338346,0.1701267232598997,1.0422427334424709,1.2961221651237318,-0.05352642760425577,-2.0515117244814474,-1.7179897859053377,0.08431170942517617,-1.603856426500723,-0.77393780969767,0.40618516466893684,-0.46235085591531067,0.9286353561684253,-0.6945081658030572,-1.2381366346462677,-1.3304228741556101,-0.5119434910793614,0.07483349995423194,-1.7150103796644471,-0.46189225197986133,0.5541116704357291,-1.1262102740143005,-0.8788958552254232,-1.7294527822829657,-0.270517784159549,-0.3898104656058832,-0.6766023707256394,-0.3939951283555195,-0.030895680103944324,-0.8922025587486127,-0.27115356638971966,-0.47338820795572867,-0.7361641170017732,-1.6536949177384876,-0.24155032077542712,-1.0839122256157538,-0.32645975051096493,-0.799038879962918,-1.4356429431482187,-0.9676845194489354,-0.6363269571174935,-0.6801580680362026,-1.4973442967083004,-0.3040987595171852,-0.4475037205425694,-1.2809323713989371,-1.1645572993289266,-0.8039823706269926,-0.5434990091321588,-0.04380207276917135,0.41867562109629536,-0.5940361183858399,1.37417445406878,0.03497302581403878,-2.082429141876639,-1.157643148370604,-1.2143600030059778,-0.7705570903027154,-0.17875070100104146,-0.47285085396651316,-0.8706835007604192,-0.9401426638997059,0.3556470662923236,0.274777834553332,0.14999054279308174,-0.2594716090930235,-1.074986011151532,-0.41417685260268355,-0.3476238107473521,0.15672947418324884,-0.05354131108578868,-1.7954832513539647,0.44501537525255463,0.4813746272687948,0.21399976762872452,-0.6103441827092527,1.1407593598381494,0.25986905967930624,-1.6071513640098558,1.3001244214603656,0.7707943668019538,0.04110568766753973,-1.92211307238715,-0.2156511439260582,0.5206968294959428,-0.010726671635967806,1.3056428373667828,-0.677755564679058,-0.5035265963009495,-1.6471299189755146,0.06422603403185717,-1.4808901932453702,-0.36364838990458026,0.2677090988686081,-0.5677821543356233,0.7506499517410417,-0.5821977839914854,0.24453182216631392,0.18706808824742044,-0.3510818664147579,-1.8532916118450573,-0.34570109181580844,-0.04285025975850316,0.5611643891521876,-1.078510277346033,-0.3916564197929097,-0.011250925145585459,0.039960817444904435,0.4425847291923568,-0.8001278627575773,-0.28282105817162667,0.1368481213137122,1.1381931797776934,0.5147207274699,1.581406100399516,-1.7308598055878954,-0.942275834826366,0.1609820759200703,0.12781618883382426,1.7012408298154498,-0.37645966145049464,0.3102646724232009,0.3251982737272481,1.3507551279329417,-0.7867749818556699,0.032427523813664025,-0.05473298808100401,0.7817552230876847,-0.07554537839129914,1.3552987510690413,-0.05667290304859753,-0.1904732149169654,0.42350021849526864,2.0981007599304546,0.15136648048485735,0.29796541543914434,-0.16719082466407723,0.13703544352866773,-0.533826792627252,0.2391107922289895,0.20471258749897758,0.40006884160522416,1.0889462645844235,-1.3401667838375724,-0.2530307530701984,0.5826420469832786,0.15469994272522372,0.9894633807814867,-0.10637817511122903,0.2991352261748485,1.7585006855870908,-0.2001600542911441,-0.587004618476567,-0.4176720495988688,-0.1270421677210161,1.6801092242548683,0.1911929312329543,-0.3506892644774617,-0.3687649944552151,0.5364743204808712,-1.3947511648325375,0.37249083947802375,0.04385654513323212,1.0820300926085344,-0.8930962961196839,-0.06446399860347278,0.4154267880167923,-1.5909376430790017,-0.4357050367721946,-0.1922033972571408,-0.8634439568782132,-0.7823457487252767,-0.6790639060895703,-0.4370219833231064,-0.2609381962123941,0.1261321968829643,-0.15649944292692639,-1.3079108544317102,0.039604035636257154,-2.418177275575999,0.48285865429311337,-0.8523413474501366,0.09581995206552064,-0.9540559448754261,0.45599869207598653,-0.9874121998919269,-0.09128255937702213,0.08049711047547745,-1.205758070509589,-0.6530960902163525,-0.7621735857893865,-0.6077001394600937,0.04828455838408374,-0.6198876929072007,-1.045703461626315,-0.057418590942912316,0.5541085280566342,0.5289286015107643,-0.8771600483979601,-0.9184087321288169,-0.8322205230154112,-0.3600462147723556,0.263543175566028,0.02585659750153415,0.7025498175254492,-1.2241585286478578,-0.9746712662120071,-0.007406922915960687,0.2733084032712986,-0.4115009858404786,0.022897755759212515,-0.08067445438055484,1.1698218472337656,-0.14673889828524525,1.0710187390838999,-1.0944123890927158,-0.39933602354651165,0.23876464907002096,-0.6127277361572627,0.0899055120322852,-0.03183058696425906,0.298069379747848,-0.7271799116618539,-1.3130903079316423,-2.1053652791643445,-0.17894204900493307,-1.264177142553913,-0.8031901677784714,0.6884196163813199,1.5193634386284214,-0.5762030119364567,0.0133864804278006,-0.6798470088149526,-0.7401366148183949,0.09774459554928565,0.32254767485333635,0.00861410039787563,-0.1591729508550104,0.4889909853476758,-1.0653335450262105,-1.1442179669599275,-1.2490053525612212,-0.6966714150714901,-0.2563579489087347,0.42506972205050997,-0.5997966340565885,-0.9137019148357931,-0.3105928402263966,0.58135817954084,-1.4201686177977042,-1.7073650942799918,0.09846928988757701,0.05363849174158195,1.2354969439693089,-0.12888955687473674,-0.9889347732874891,0.0757737998994959,-0.36687984835237214,0.12339614782542417,-0.19847546833579308,0.7998734481240087,0.30211109271960285,0.46259200306996745,-1.4262672904549263,1.4642531653976545,0.2806902679266371,-0.9675085862809228,-0.9730832246098065,0.5512057258600946,-0.004994172045028278,-0.9810956597355949,-0.7929739772099412,0.2075908704396959,-0.18290073493889988,0.4063553339417081,0.37973203212021095,1.2856811062158804,0.3237703266014801,1.266199811607734,-0.38121360133239723,-0.14726413156017779,-0.8841744771811503,0.22519784659441952,0.46171384201013915,-0.8780952379213073,-0.03122481637096875,1.2420148790276784,-0.8210532672186481,-0.03665342315497086,0.3611939976853511,0.07501987515569151,-0.4956926079040699,0.6312915370983524,-0.8755000577515635,-1.1139444209927547,-0.4115119306830238,1.7559651074090505,1.541377500638769,-1.1728590266252057,-0.1158263219690398,-0.4270941674545649,1.3361099991421181,0.031753106634902564,-1.2853315979727242,0.6225455881440641,-0.6942593545114923,0.40064089594605123,1.887113545084914,0.029274303907304934,-0.3552712013641163,-0.5464558002916005,-1.4617962242823666,-0.7601671874389123,-0.898398292650593,0.6904085334089717,-0.1836569235618548,-1.5619096554156195,0.27572712357024176,-1.190957823111719,0.8783201713636977,0.0181703388956444,0.9528252099308095,-0.6008873501567639,-2.2816697463778772,-0.5461576887048482,0.8154921259526631,-0.5117982533624812,-0.28929211973368923,0.10324759118388373,-1.2297432845937877,-1.9421078652657402,-0.5968941945957521,-1.2588488839423133,-0.3431202608125338,-0.625343568910372,-0.6265097593575315,0.6008051494009199,-0.8278447694273856,-1.488350573705196,-0.5032393832362618,0.7171088865549342,-1.5644556736614679,-0.8808401570004298,0.0641570830975804,-1.3749135987348295,0.40223623256567526,0.525221565002435,0.1515610419836359,-0.46144083423444915,-1.6104474894148344,-2.039511107256635,-1.088795169634224,-1.2171147030745793,-0.710898831149519,0.6351319366219292,-0.8971931866005192,-0.462915163623628,-0.7647237140243647,-0.7619478641637202,1.3004521323919185,-1.4818824487331383,0.01835212066977809,-1.279901705785845,0.18949963180364693,0.7939957757097386,-0.18445896718356464,-1.301796245889975,0.04204611275967996,-0.09781761067060789,-0.2937475731319687,-0.4639026511146932,0.7817003675319047,0.8334232280325913,-0.39118847610466423,-0.015761563582250043,-0.5812213872701271,-0.15020736047807062,0.004860395406419843,-0.08457498088753196,-0.007954883917949181,-0.6246375150252085,0.12629298422463087,-0.31494489310153895,0.2612836797878296,-0.0883967115524126,-0.3537926498587563,-0.7838600133889779,-1.4040736596149959,-1.039576181597431,-0.8075818520404346,1.9961517726570854,-0.3061961747892235,-0.704168538118349,-1.4761097638901555,-0.49845827981528595,-0.469457757888225,-0.41908757383542133,-0.058025296364617514,-0.7992441598093099,1.9290485587823751,0.8763759914991259,0.939489368469918,-0.8103154232396339,-0.1149758883199556,0.13690801813145503,-0.4219110758556997,-0.12951944892411735,0.0037519521626521862,0.7857778005401047,1.2261077707230166,-1.2284633594513952,-0.17283470229871306,0.5132896965716649,-0.7571425126680139,-0.7017459503552765,-0.6021921628929022,-0.0783123052330776,-1.2062590469330108,0.3994698840587023,0.34607399960701296,1.3065873785632263,-0.07734762597833572,0.1587552973675654,0.2230354729283311,-0.2956357809302395,-1.0247987821648603,-0.7758999693401285,0.40192026855245094,0.8034603566039091,0.19321859278852133,0.8922012389883331,0.5055346600679992,0.057134310346321784,1.7880289369405231,-0.12788129249911598,0.7915462206540231,-0.330846155967737,-0.4868497536971267,-0.7233804316446513,0.9270087828050496,0.4948414258149623,0.6329295590023684,-0.26191530095721555,1.3894524808456774,2.0872235518305926,0.9756580638444742,0.40901868754383497,-1.4141972284823978,0.4891920629461313,-1.2370512131430258,0.15482597566842685,-0.47068484270912864,0.7485056615055091,0.1683881061405962,1.5233414054356338,-0.9342506805025892,-1.1092843810827937,0.9927564562689152,-0.06103907486784359,0.5686986802002305,1.3062494753825389,-0.29580099028797957,0.19244827046177657,0.6104761167122512,-0.00640622537449536,1.2070555729215355,-1.3903712165083433,0.2118995915582647,-0.4094008374512871,-0.3808242171052629,-1.4780098709977567,-0.8537792680739025,-2.3584855604614505,0.46735355460786465,-0.4683225194110548,-1.6167583826818093,-2.2422838329282144,-0.10219684852818406,-1.7216216159846374,0.12162100842970322,-0.8879769110196961,-0.1509474140741339,-1.3357814318001335,0.2942761358952362,0.6393703521273894,-0.5145110073354905,-0.908260084289984,1.6326695341785968,1.144827744623846,-2.285942540645935,0.24249099196808535,-0.06099799946899476,-0.7540803244783685,0.22762182498241343,0.863774781239159,-0.293393544260885,-1.1365586212942642,0.007259771937758474,-0.3703273409464051,-0.3367694685052116,0.21290499286359094,-0.9136907061329467,-0.9093038532472938,0.236306303790617,-1.3101825474586812,-2.0564505110263154,-1.8810996751171658,-0.068244488004304,-0.3231635433397639,1.0982758970866242,0.09596077687173256,0.7442381290564453,0.11028693303239852,-0.11648158706794563,-1.1188693110744874,0.38700482986036006,0.2230522388680667,0.034947522933900785,0.3244802985504863,-0.2807284616253002,-0.3196336736000133,0.6895750232632373,-0.16817150393551247,0.6590998018393425,-0.5177595348819428,-0.4294826705987515,-1.5539758643980615,0.26082463293136077,1.2386749746437096,0.3153629659560391,0.1348034440561431,-0.5982294341023909,-0.21503168057438177,-0.7689680585642807,-1.9053942995528752,1.055779078228413,-0.1262139387390191,1.167431694828628,-1.0104580939761703,-0.35838920316580614,-0.8383732198575071,-1.0466715969896985,-1.5835404698557163,0.2598223123781534,-1.3951217354149343,-0.2161542777772612,1.4752962266016663,1.9170135153641288,-1.7391173052908686,-0.7922375496160665,1.0903517589058906,0.0551238723888031,-2.0812925236352235,0.4286020767165527,1.3319550400849214,-0.12535887071769455,0.20752370901713482,-0.6231836447036713,-0.5642536406078875,-0.33829891502700377,-1.665671524199058,-0.08212049527510396,-0.25118658480419853,0.46602454482195016,-2.312278695585663,-0.3921490432385318,-0.22118145091574648,0.29212707264776694,-0.15030539408353336,-0.45551422265747765,-0.26636321882729946,-0.11102088467974033,0.11616373690013586,0.13459514851419915,0.6877952767424433,0.4730356320895263,0.9236518329870167,-0.8020312177201222,-1.306336305837372,1.2551678996248206,-1.2292982308408396,0.07230290742504518,-0.1489673061310025,-1.6887120589783153,0.260382664702246,0.9275562026697886,0.9717585251631179,-1.0808490508507285,-0.00585563382307436,0.08461224121061528,-0.1562740177911354,0.3720171796304273,-0.7408571809305627,0.14907276693419785,-0.7698715332085473,0.02087305186828577,1.5568515389246642,-1.4779890948754328,0.7021480530333707,-0.319057853320366,-0.8781213005507453,-0.3331983847907157,0.6023992818880529,-0.9614570129372096,0.6541385720512765,0.9034731527850262,-0.07959975998508294,-0.9897702614613236,1.4555770926413756,1.138823399118794,-1.5747208136465156,-0.5387146440981514,0.7843766109138602,-0.10830724862593127,-0.008361910728389625,0.07820234579761547,1.0257570120621338,0.9580820853794565,-0.6288517447446146,0.3338793257331416,0.017087392020594828,1.1208737990310722,-0.9173152495755073,0.8262805317842663,0.6020101740157447,-0.9403023516457811,-0.7968835089175383,1.7060659644990315,1.3437690579703763,-0.9195587219044531,-0.11564304616618398,0.08309225779545405,0.6845046770924649,0.5106465931883847,-0.16945578716041426,-0.5731126127293041,-1.099051095517523,-1.0372711870791311,-0.10938616370362612,-0.83012310431418,-1.361216489576127,0.6673409126488966,0.1733537900763223,-1.9798653827613222,-1.122452024589091,-0.2866061921192792,0.2538063594032506,0.17259531024454272,-0.18387573883347702,0.5993830819324061,-0.37460198792460403,0.9114976678337026,-0.8409779801023808,-0.7927908562883399,-1.174567770772308,0.09069719223452871,0.43570447539862434,-0.6955332656796638,-1.1112389253023398,-1.8958150685301358,-0.306118405777813,-0.47979114352952995,1.1777040442424611,0.981887253736277,-0.48631305198764857,-0.9968335276656137,-0.2029248390155029,-0.2674042261300814,-1.466814027729401,-0.5099077520074283,1.4683706480875558,-0.2640834698193472,0.9849841635365494,1.881000344364377,2.23282545209223,0.5288691369897032,-0.8966052287920606,1.383490804462592,1.1975635475136677,2.896271792367297,1.5737068115194148,2.089868576326656,0.06739983454754983,0.5313268942351075,1.3031847977383904,0.6711529153459659,0.9745613242963937,-0.6448165424997986,1.5531007342347751,0.6082426586197945,4.328797660424678,1.5664373494138044,1.6608122834305032,1.8247744712191993,1.5419570106806644,0.298997062554222,1.59815789132491,1.8479371978537547,2.1794055658191525,-0.35504505701514,1.3050238356045125,2.7752446640838775,2.3727711874704207,4.995001471416319,2.1969736700989304,2.3153386238541387,3.119844720560828,-0.949809245802482,1.3370973315701011,0.14869574817797515,3.1454772826908095,0.7040217324360549,-0.364686839261553,0.4755488433570048,1.0406629684763662,1.773591154415893,0.532830473934902,0.699041041592123,0.8272225643194614,0.07758039040355968,-0.36366137363887596,1.1522566927524882,1.579325645764768,2.0726475671224427,1.9540627084422895,1.84275348423353,-0.1411598285967895,0.7024210018899001,1.6564649240620282,1.3507014574561511,2.4479352710083253,0.35295981121014997,2.1663253772913618,1.0018473030844233,1.5339644323724066,2.4948455070186415,0.9897393608509603,0.1411849862908004,0.5564765639395615,1.2289956124112544,0.2864593354743571,1.5974698198818882,0.7240745113084749,0.7330701627834169,0.1708968276033269,2.5186496628967827,-0.5013992874678734,0.09172108758006424,0.6916363893868661,0.22922481558507737,0.470470351441941,3.698048606000504,2.6241864006082802,0.2544902606726403,2.8335807157837403,3.1247146207951335,-0.0494760975135881,1.9417908391336611,2.3811162664012056,3.270564043575187,3.069514468841885,2.423792760655825,0.8066238587566417,2.3204135127624967,2.2850761503662964,2.301466328722571,2.549768604074726,1.7295413218469335,1.1478814894779605,2.312460527031182,1.8620268496604706,2.1422304125629834,2.309523078835887,1.1691983267984336,1.0015065115671966,1.0445413189021013,4.223517425964178,3.01475591638227,1.7887398412593332,0.9106186967862713,1.04202673049787,0.3228946233231026,0.24051932687398536,0.10988167975142449,1.8795017914408116,-0.25793794262255326,4.277295597559865,1.421356703869208,2.4867780027570903,2.5356819143699925,0.663478200097951,2.7005888008951144,1.5776673346442733,0.5141938585857462,0.05571129840207948,1.9656001028035925,1.5799512256603976,2.5361218164456574,1.9627702358064736,3.203031847145333,1.9095465465650014,0.33112189402670855,1.2726503796286652,-0.37458665648976097,0.6462411139135886,1.3588356441659337,2.039571693520768,1.3540568981676393,1.0031255110199842,1.605150855987997,1.9551090961648665,2.480027459037695,-0.23166262679397961,0.6734792582459921,1.426341203770951,1.6288278384875001,0.8998162588092756,2.317578838979216,2.4459340777275087,2.9339073353782177,1.6617595080061098,3.2682613788530297,2.4621165027462664,3.199897809051222,4.0781929395284084,1.1638045719213104,1.9653868941151738,1.4553143616253152,2.4153070042974405,2.9471300449904287,1.2182712615959637,0.34438844887868797,1.2893163057347803,2.63784394044191,1.7608285721344847,2.0082272241346724,2.7063399975354105,0.17881816950303234,3.878654846787747,0.1627708249085695,2.194004361441443,3.6575502877636437,0.748951966250828,1.5450883274698168,3.5305068874410157,-0.2312374838401895,3.83145490595342,2.2884510581767135,0.9121689345486294,2.1920902953461394,2.9304407459890185,1.6579084007087999,1.1952778456100213,0.8651809414480958,0.29658287528946936,1.1455652642351473,2.772758620995182,6.443841236972725,1.2042209478925145,0.5851047469375275,4.754670189145748,3.1878234226072655,1.6226161093100082,3.100620315117914,2.09467669771166,1.6248919957668215,2.607509984290583,1.2471377575125229,2.0018063303538822,2.495535897598955,1.6097853811133385,-0.5614631461244433,1.184740701859268,2.104175674838923,1.0340983679305553,1.0217673920579304,2.4006181926252577,3.0171347740529844,1.236072090229523,1.8361043488422493,3.954080709580611,1.2558945079678228,3.213385921038019,5.051461711058443,0.5674805061065581,0.9194642039072376,1.7422909263645707,0.941167329092806,1.6506169674607272,0.978412321794828,1.810512819855989,3.029151836468835,0.8135935748164893,1.7386836345418692,1.5861599867835916,0.5568567148162636,1.6552501838990241,2.324359278863669,0.9719085549290052,2.1846026262318365,2.5501520389490504,2.0819113908138163,2.4778561117350777,1.9625205247399173,2.5194674275321636,1.3925941456944224,0.5088404972670376,3.621312966031999,2.674431994170476,1.8417076139723079,1.6156634566582724,1.6439432229862834,0.558504566378892,0.7289403149910672,0.9052151993949367,2.0231151536608922,2.132545739129048,0.3956838633494114,0.8542726639787919,3.4835469945490063,3.816941801776575,0.7657380133279886,1.8491636837444907,4.19896727623062,2.0352347244600555,1.8353220042722336,1.901580382682612,6.933136363010357,1.7562905529223838,1.5009936583695334,1.7631996845222755,3.754870997829202,0.35408361520017595,2.2466144089001454,2.703438382619091,2.166920629230136,0.8163123867490021,3.870212546595307,3.2379698176600304,1.3692262786052636,2.3708994100369285,2.669556084689858,1.0791191016638038,1.5958979144941208,2.60700323726489,2.5606504136501282,3.048761040749525,0.7301622429010268,0.10111429488057984,1.3896400985475184,2.306433129972407,6.221332280747604,1.907522023985297,2.2422780529518853,0.938429400216,3.7334710663232338,0.8467428028315742,4.967602843349087,2.756434895667193,1.9044786326120062,3.6321701068387826,0.6211019219062146,3.466578110783244,3.2596193022911484,2.1452428231545064,1.6587285308862034,2.372381429070619,3.0890276903334826,4.357649346514449,3.5584503640679337,0.6350560548284816,1.0569964968174572,1.453053206560292,0.7905951269369943,1.0957375431674337,0.8411372875076774,2.008587921662039,1.1655169175057905,3.0320323765133095,1.7004213749671853,2.6591116797077667,2.055692419075419,1.781657439641363,4.18921088585519,3.0882028042156997,2.71591499643492,2.0619867907342813,2.4046984262057474,1.891480479092284,1.467768680753516,0.8738900305151965,2.254322154726529,2.4139275975499714,1.2418220446525658,3.0653186198753186,1.9412845633736502,0.884023745489983,1.4524436002872283,0.6501968933004887,2.2768330873217493,2.3038186534862657,2.2093134131583048,1.6117417215090195,1.5325674698996223,0.7235965700931436,1.571697165760473,0.006825638520696903,1.2980481270644015,3.545932654174004,3.1169801328506916,2.7406910623139966,0.7181917389852214,2.5807890122331587,2.197676141294739,1.3293113343490435,-0.745162274661211,0.9660236023050351,0.6376562294757372,2.743028876199466,2.328176866216165,1.635002894139547,-0.9266296009413219,2.5646994211365985,-0.8610292038461385,2.1361056989327487,1.5512232162903792,1.8876235140199693,1.6907562303851784,1.0845322072620684,2.5930248592351703,1.4781569784052366,0.8614357189355142,2.700619118952929,0.15550421127691566,2.853733972987659,1.111801692449129,-0.6475750965984998,1.7005713044968003,0.9108882322732457,1.4758481961764036,1.365285264103248,0.7664033785981053,2.4485533743388888,1.472841128247394,2.2069381860579314,2.646636672614994,-0.2220751885264146,2.7018978939417115,1.3072577068264861,0.6388852076735468,3.8956895727593808,1.8657947143353708,0.18469133805904417,1.6860552659990908,0.3076920828496781,-0.2958084616305598,5.5071116539182405,1.282389517938771,2.026491390177062,0.5646849882731684,0.9880480873913162,0.833837445436837,1.3746111491683273,3.314269506305553,0.4049781447765977,2.08305778452121,1.3258576277859604,0.5248822395116467,0.644412334348111,0.939237260794328,3.4231210509614907,1.3393756860209716,1.3842107999748747,1.7001804093394708,1.2020817044219207,1.5947678141100563,2.4511154090452445,2.8764616219720383,1.0347083522302514,0.06895739909094474,3.2087736987598214,1.9680279112684491,0.8407790935856094,0.24094500303624927,2.664317445472995,2.508495568630187,0.8745419384190746,0.021229036408863,2.7438701415296167,-0.3890294272220981,2.7051169019970094,1.9684340445060904,1.8890350619570582,-0.049598656697498786,1.6849441241438863,-0.05580952347665075,1.5423199077932188,0.6599218133553583,-0.814714549806108,2.6292379534273516,1.3786852829158383,0.9231478891676375,0.42695353498890615,0.1297486255939447,1.4773342268153313,0.8473896824777478,2.798486748670322,2.09105395772419,1.416757205753377,1.7033645168166376,0.03181155813799444,1.7572587018787895,1.1454190411050547,0.6282878856854981,2.912710275307202,1.37339853048938,0.6520898777992935,4.004175853817197,2.101594910649773,2.0560983017651933,0.8788051502844462,1.5576119280686922,1.4715873912400652,1.0724312284318256,2.4923015812102425,1.9052322436238047,1.3805505040749189,1.2004754060131122,1.9406574395815104,2.8560640043581187,-0.00010051426896398992,4.84693558354034,1.288844990025562,0.7172947977145484,2.393020491445795,2.2667243730940583,3.3991675632408183,2.2669650293670514,-0.07893659490969365,1.9293165413632387,1.3049626313247333,1.9846406868270225,1.0296957879373296,0.3475073653962327,4.765781862354316,1.530125203093838,4.219351457306315,1.3719605231947078,0.8339996618799316,0.514514497200674,2.7179678052118756,3.4599558695589243,4.9164133038759505,2.6806477136339284,0.43247758183053064,2.2760620100962266,2.2277674055502574,1.3798094047005884,0.239189941372318,2.7776136892315324,2.7858711115140085,1.1332039914389826,1.1694269558253498,3.612422707551142,1.0823047075236236,1.45488074188458,0.6761697918163772,1.0268629151515436,1.4760664471073774,3.065938590937443,1.0214760011732702,2.988860625257043,2.217851269306861,2.5664708583989495,3.2928928386213796,2.351539033374562,1.8251384303307656,2.111711344105752,2.97709232662446,3.3832045894674274,0.5254849283850374,1.2002703221588271,1.977800807801676,2.6536235108637687,0.0601653764933016,0.1772919594306547,1.3890039953809246,2.717357837484168,5.707954719971971,1.3330115763734294,2.6865423582326238,1.9764632230572194,2.2683411388446975,2.5568183273154843,2.137109772211108,3.1260015426375567,0.5757834443030834,-0.472877266728264,1.7594622049947948,3.2449311366792526,2.048875536483942,2.5650485554591658,2.3711052327562117,1.6375283816771642,2.0289234194531938,2.049625855529297,2.5764901494964803,1.7343463635555574,3.4912870300919647,2.3381640834519746,2.8953986654475354,1.9349528184345268,0.7835338678806402,0.7150625965207361,0.8693482816319712,0.9367092181437402,-0.5274156815619624,-0.18050772964162487,1.3039608051068539,1.4017479335866125,2.2413153938360297,2.013447636624124,2.483673448480175,4.11556182622103,4.579885500030678,0.5328764150951677,6.222499197183127,1.2046963440211764,1.9958047810504393,3.4553693208460468,-0.12980147050901591,3.5109084607681726,0.45069451402174854,2.486106161248056,3.437558373907143,2.923192685292363,3.817725683541242,1.665269069114969,1.0140248037096653,1.7356155766254722,2.4552602658220266,2.728204774441885,2.882859574486759,2.218750956805483,1.696631237628937,1.4426816677210363,3.2587655555452746,2.8511608742380012,2.264974675200025,4.724738379662558,0.6935234304912641,3.828797230859265,2.841359396600759,-0.009212993561212532,0.7877011708627025,3.8916153342267896,3.5693454067086794,0.7775423025316458,1.884976028138821,1.7419323143112961,2.9644799881505706,1.6221453739483649,0.04071807341350599,2.2204447588249674,3.3835437128983727,0.12674842783990553,1.5051418007343802,1.2565887860786686,3.3174205380974127,2.7606612283111813,2.8739499646306315,2.309424115525642,0.005312406473528239,2.4631716274168793,2.1074408697149583,0.5160740787133834,2.112587600781811,1.3308828588894908,2.0568863862770153,1.944785441387072,1.6812835552122416,3.016719726711791,0.9129667665372193,2.4797012103721965,0.7986670814046988,2.705413743081732,1.6420081425665956,2.421872475194461,2.5857299132455576,1.960501362805774,-0.2330295728937954,0.5007844109629226,1.4265302343233315,1.541449830565073,2.183603497598155,3.113586690749513,1.1382578551508904,1.5059404066393909,1.5299161818913722,2.8148372888195876,2.793630067960494,1.1760084635607795,-0.31220622605913567,0.4113741852683653,2.3248605812643874,1.6489907645783535,-1.188650338922895,1.8393953618579248,2.2298389910449647,3.5608814758305884,1.3793474364806981,1.834360407035988,3.9390502073463094,3.366463327533318,0.44495461867400726,2.283934903461751,0.5069555907085099,1.849169914082285,1.1541609062747156,-0.7050437581628769,1.3325816684640721,3.1836747669045082,0.8587186072406989,1.1913007884292806,2.6531829655361765,3.8924653093731965,1.5039351857709407,0.5037535453702595,1.032044270460319,2.1190303438728764,1.2766349339488001,1.3162599647543891,0.9521584152104396,2.104472667157761,0.6917688065109925,-1.251924779823946,2.093707408250813,2.1895615436424865,2.4155414901490593,4.053905927524523,1.1361159204355673,2.107968339879619,2.4235684436228695,-0.94122628537431,1.2884501495820568,1.579769048516294,1.4321803411387124,1.2209293995457084,0.22855749917084917,2.1115205839540603,3.2253142162007595,1.0164804128299578,3.6768643292900416,0.4736352783180572,1.0267759072235938,1.2460669191907636,2.2084101466373225,1.9892941970063232,-1.0462135833645885,2.4381316938665565,2.5869475194411615,1.3670883421180708,-1.159569947155895,0.5044704936063075,2.8144964409969133,0.7431071339258332,1.34984869481754,2.0992287828297287,1.5926019479236613,1.6640229381312626,1.2701870119215104,0.5511939363115388,1.9358747866287533,3.6983750546870864,1.150159449623192,1.6900579028231681,0.24795583338058572,1.0944120346689683,2.1376361570083398,1.0684143682026404,0.6901407177675962,0.8677848099248467,2.3155791228045914,-0.5371797675383817,1.7459020515506813,-0.7316585417307022,1.7256154018624155,1.3207794522197307,1.1916343133046299,2.5145838760736856,0.8113438936732437,2.2659046745389553,-0.6670695715302072,1.0385822390183015,0.8063451562442951,1.4523132894936954,0.7591960259617213,0.7470432213364283,3.7873156745960643,-0.39862435451555606,-0.6507465830828583,2.147447627082012,0.2583467947699599,0.5517443723713188,0.2842202011239228,1.4118544157179738,3.077275152854959,-0.508812008776888,2.075347636774827,4.200648407446872,1.1169266862279341,1.7618414036116912,-1.1165849102925272,4.082693056629284,2.2283208967531047,1.1714047335403037,2.217917474276776,1.3829160361914,1.4366320050709778,-1.0781692159723877,1.619763763751571,0.9600675467710025,1.9136222380508778,2.058406811487874,0.4970777300394377,2.8100809928568036,2.6531416929619076,2.6048029203558234,3.239180320716233,1.1995116404725605,3.198834455783587,5.903093195951794,1.4837796093813245,3.0212802343786445,1.593608768196965,1.8509252758139139,3.0403438311068576,2.1286969112634186,3.846354946756476,1.0863614030963455,0.26894650489236555,3.7830242531364835,1.2626486543885056,0.6274991587822611,1.902363635194322,2.4722993033833687,1.40062870628623,0.1605118831373266,3.555339130105097,2.190844660847349,0.7186573901784364,0.5821171460957476,2.8276052826721503,0.9062597044374223,-0.3616811039030887,0.6469723455766462,0.8222118149334078,1.9182509065768438,2.2530997535794826,0.9959012921535121,1.0697172099119812,0.003943603952935241,-0.26243267669348197,4.1487827492642735,0.2464616364094313,1.3715646491747957,-0.21261442609271924,2.254311979634656,0.09196974948294667,1.322018670633927,1.7469812861347047,0.8549971837082235,1.8162039500284153,-0.07936373909716073,2.054065102831691,2.176755429082921,2.7991641607195556,3.140502274964866,1.6814947226160877,1.218978369809914,1.7864623385125904,-0.16572828731596806,0.11873610523414632,2.296969884827657,-0.25703946586146037,0.7588770528658969,1.5703287125376781,3.263737395777447,1.5288567340197932,1.5168253839428125,1.1380140796669478,3.0779425482376346,1.9091741809129974,0.5648371706613377,0.018955822828331647,2.3971467201945957,5.64442160882141,1.8390727416252308,1.0562396728424237,0.8368088800829407,2.3292348346359306,0.28202452543294837,3.136566642008848,0.6878915638617193,3.702136964841824,2.05235817913931,0.06395857308008698,2.2887254323522357,4.2477488821970795,0.5355506498435382,3.5994659481227735,1.79384936289175,0.8487857583662964,1.5667319813886222,1.8481471453641953,1.8645625690598673,2.5592856192979307,3.2219544542290985,3.797116736527332,-0.18646534099925455,0.8695150624810151,2.881878457836437,2.4391245094519114,2.6414525943940927,3.4808881196816697,0.5656031900978727,1.9421739386243977,1.1393088338088555,2.4930696077856,1.28096398510306,2.2026470627098345,3.6447864265511885,1.208275129665914,2.1224503097438925,3.8886310247281015,0.8474820205079459,1.9116122087968206,2.609540241558922,1.675554474617599,0.8723259110018872,2.249761182110808,1.8444723572465103,2.4782670024135354,3.860773007020758,1.6673893851710981,1.8981426040200173,1.8942788498662464,2.3650374898086897,2.7710825412779383,0.659521369217714,-0.37887753463614854,1.2376304286379634,3.5097109264610626,1.0089722523712321,1.6449228838965084,3.626474107669322,2.4674381548447313,1.4585430122306422,-1.026347378497044,2.816385214166335,2.325225195963504,2.127183983652862,1.1965523392541733,3.006407499900468,0.9884924243485897,3.7121730204309045,2.67415858508674,2.3609650278810688,3.880493556901147,4.207629690920221,1.2957170451597906,2.659165587037826,0.47010329654085925,0.32105690677117,2.6473582217627065,3.052301777980101,3.3749630545855136,0.9256364713706565,1.0479212440229904,1.0181165458240446,0.45726270329710766,1.27215252167826,1.4829925501948065,4.904004201961193,3.3611372817669904,2.816005267207556,1.7793238389860357,0.9205519784688206,3.359174659430306,3.1414945443692845,1.9281451607702962,3.875519259369167,3.1035894605907868,2.5559466011984395,1.5426545526080346,1.3504855547463852,1.3704549309885865,0.21666289901051694,0.9329985091975335,1.474915414347786,1.0393880217648892,1.036591385665075,1.6442527627755872,2.390783912624178,0.849026871259477,3.2472315377036645,4.29216320739107,1.120053152927795,1.010908103586925,2.4050725600023166,1.3082843298470797,2.3103530942712296,0.9179354908823826,1.415500984285422,-0.1988353750723573,0.9746980662947485,3.528306266924917,1.898003256615573,1.8320291634038683,0.6094264498824623,2.465278033653661,1.436186525420412,1.537269116805126,1.3484335463667037,3.853732148642257,2.4634987958893513,2.1535115808134004,2.9715826905528657,0.1472722503224166,0.9034858939828854,2.174741928826034,2.6833257162135293,2.166846322798808,2.4653186168322874,2.720488494749539,0.98578740781511,1.1138810967095067,0.6778510039844671,1.2424701192618979,1.592290973889801,2.929773682700187,1.8826712367481802,1.9842506923409162,1.4897884623033892,1.2589899914627385,0.7132366586844264,1.439381458111567,2.4192452576648455,1.7660241769445282,1.0472169047184934,0.687983210773713,0.9632247374442126,2.2117168591541625,1.7334829453025613,0.2340253515979391,-0.17159705513841478,2.808129660315857,1.3436275458029852,1.5198097622294964,0.0691437484261132,1.4140230979635469,2.43909243015193,1.612444726585405,-0.6890970507995524,4.180847200175605,3.6173520654770694,0.6533684698058795,2.9620098053772286,-0.09449622106136794,0.5923528293878861,1.1360360706871067,1.2781710208327688,-0.19144037622453733,1.255765046765695,-0.012535445811321965,1.2902180998986472,0.8880255038741325,1.5995722010730826,1.460494506954417,1.1509339041174933,3.2880322468440957,1.666735097007616,2.4335999539567768,0.7100037556953157,0.537720888117461,1.8191111703984018,0.7975572020130364,1.9679676513965116,1.4868999117873334,3.7654339896809192,0.9771474067378842,-0.5190233526840886,1.6228061085587135,0.14731377382907324,1.5630161957559616,0.41142159795961053,1.3258694613436728,2.9039946342856027,1.6807346185027165,2.3716255655236678,-0.11141768317354851,0.1241958778781934,2.0982630293752798,1.9565963466179481,1.213281559927478,0.9958777220391465,0.8765571766743823,0.5622013307785444,0.3718964408594114,-0.3026210121460604,-0.7071579719857489,0.19313859030707822,1.526979686276915,-0.5614554267782109,2.3624358732884674,1.0674886277372573,2.572241365574849,3.512705898154828,1.747369583346934,3.3224970960051485,2.6623867140550606,1.728363390314752,4.198587017304724,2.401651729402926,0.7980873136037315,1.244199764214001,1.936966485452534,2.25023721448961,0.5747796763181608,-1.19707515530332,0.6595104858850631,0.8259603363611355,2.5282014290011134,6.3910679812288675,1.708124063546186,0.8591047506695132,1.5885905748113043,1.775425138434989,3.101192822534262,3.3398203023327513,0.14299219815285955,1.0412991244518843,1.1463514252452798,1.3869752019168509,-0.09172679061729674,1.3552558318339425,0.5211239431108232,1.213783596161112,1.2326741379457216,0.9268660556661305,2.390593838218822,1.4995628527329876,-0.5500182114015598,1.7303709298916636,2.2531051774651694,-0.4057434824737012,0.6252583173918317,0.7198590870498701,-1.1703825987885708,3.2307553968260483,2.838548408189182,0.9654579618329928,0.326667226689825,2.7543657885289403,0.860644393075638,0.5966403772553064,1.8021091184386266,2.0680552606522022,2.700386878417703,0.9625989455009721,1.4248414967079455,0.8732871570351398,3.6067243460114957,1.4509056731712084,1.424785812511864,1.138289758684771,1.361582600982322,3.614040170915153,3.327824952045931,0.5664539658697113,4.07628249131441,2.921329736024065,0.8004699549099556,1.7650769349151092,0.7384421118511694,1.0916196159551586,0.6477111786560041,1.5553762716267914,0.15432298833816124,0.9686290986738577,-0.35052517698316943,1.7536503561893264,1.1605634535749678,4.16009473302247,-0.1428319247721715,1.6861736812356183,0.8293216311764793,1.2652002904771322,1.4682044303122075,4.5357437882479745,2.4963068239634185,1.2018715806445763,1.75935846644199,3.4759394779339052,0.47789485838015816,1.9267497980527017,2.256444401283251,-0.32817619647216206,2.3457102428077223,1.4366541129003205,1.2399354055303728,1.6185256131498906,3.691032717228204,2.1948771721724047,0.32652652651723746,2.963264883114908,-0.45417210872422475,2.369717647970564,0.868821281185196,0.19206190003036797,2.2647384114321247,1.192806700024981,2.2600597267463525,2.694081747065488,0.7333194857512468,0.8301449741002987,1.7571639469740516,-0.024519490040717858,2.4631451226412526,0.9177983598703192,2.283174045910277,3.128579916275838,1.6386782377675686,2.2352638100294304,1.3608453543331585,1.303260950772108,0.5144482922025911,1.9589980381135397,-0.6324835302050207,2.4330341086218863,0.4706575684403802,1.8915769102167597,3.00613757010921,2.9812000934265455,-0.37478028043570366,3.3805939006484196,2.4700690826166602,1.2540387734359655,2.889976590328622,2.167920205282273,3.6656678339913924,4.031112929208287,3.2385288122557636,2.673833437775047,0.9372487719166253,6.445275989192283,1.3294918191562952,2.646084012392285,0.69488043764937,2.765074691744721,2.326506189192139,0.5233183990519112,2.9976009768832883,1.2186202501214956,1.291710982588511,1.2568131972490229,0.2408353251323193,3.0831161461427237,4.5484720260220985,2.140646514285955,1.069473950891875,3.61559527486871,1.528852052480191,1.2937046505106997,0.9509488082564919,1.7426335735232596,2.35525594714602,1.120097180055438,0.917994031433968,0.7599927095720769,-0.3545442249227822,3.3095465810236027,2.0939056500338897,2.3197532357217097,0.41920958729989544,1.5648793995310495,1.8556107570371427,1.3886638079505185,2.0519390920288867,3.2380603458082153,2.982125023266472,2.66913108561219,1.5118641965388668,2.8741765753889283,2.003749202124414,2.7173347284443743,1.2191473991009483,2.328415955183396,2.639812733558518,1.5843857485060981,2.570915238032674,1.4642247072598187,2.210003456772759,1.788716782644285,3.713855595662815,2.562457244233471,6.565844357105616,2.380294640252368,0.12917919369163094,2.2735285500200946,0.7810623280786736,4.875579628734284,2.5304155798499273,2.9107232316145524,1.3267478423995456,0.8811198546713855,3.212577819132993,1.2759622488283089,2.6375399689270274,4.748381096301258,3.3651855718931154,0.02627499582192608,4.027702384300612,0.516938540487527,1.5092823363186652,1.1347014484173612,1.0226744567214936,2.777988672069169,-0.318938563979883,3.508077896561316,3.221478599190882,0.9466146180703661,2.3258907762646968,2.961657702738738,1.1671304229866868,1.220015176663927,1.7285036114810457,2.5174882583210767,3.55821482083642,4.015224054977967,1.8053147213876115,1.3037491599367554,3.513054422187145,1.5105167831578954,0.4970520205621262,1.7369962048657128,1.414540262195841,1.3514310206900169,1.9985823078672282,3.898038052030409,2.6637618175191387,2.2387477574371073,3.0398470160970925,4.1587063385530785,0.05716895700346814,2.3984666584816767,0.726611771554668,0.2213035609277818,2.3268035236506055,3.204765815770074,1.0757192406567815,3.955952974671301,2.6750839169705114,1.7312418369944715,3.089656991378015,2.741245443299524,1.4783390399251686,4.571160393885852,1.7384223757447193,1.6423733318546518,1.8132258141203845,2.7854723098907623,2.008285625747305,2.642580878015197,3.126002991820016,3.901411181332835,1.5375392503124246,1.8915401155747735,0.6157698787173885,2.8883625928156107,1.189147323271737,1.9360013330410346,2.6529850048200347,0.8843840890849115,1.1779637627514743,2.497316578187985,1.0317875492513335,1.7481260196628596,0.6434574580534417,3.4323659757958005,0.36755309856164775,0.852877718419116,1.1569745316297373,1.8420063117979413,1.2960482741432906,2.1989225499054643,0.13096989988244928,0.5446620916596931,2.8525820110718376,1.0452054740812056,0.11786972132889538,0.01767616690625457,1.6741856543738516,1.3101093226919889,0.8380719238486144,0.12397610726515228,2.8955412492718877,0.9919440442683453,0.8946221470726944,2.3560343904244405,-0.44695187773005574,1.070708478058027,2.416865730158799,-0.5809635597748382,0.4781876797964721,0.22685271624540818,-0.1068279368535909,1.6248370157052914,2.0500855239147406,3.0590002818598823,1.7217843998170048,1.9002597591560495,0.3791913378143126,4.287192717515786,2.0825409941679096,1.4707726099408507,1.0148714581217821,1.8611671239172773,1.8750375766613736,1.4543559681566696,1.0878490047911924,3.013636868129302,0.3582669366971936,1.3005865840166295,1.09141301427178,-0.28724204826652033,0.4467336819921112,2.347705836379443,1.92626389390668,3.162291737374865,1.1984270494153946,1.6977372849610677,0.9705010095000541,1.151523824987767,1.729242982674366,-0.018994570674064164,2.17835535271535,2.2092987624384404,1.3773181517877953,-0.007443531604636165,2.677020150005077,2.0239372576786683,1.7425510083862854,1.168651529429151,1.1793495026951173,0.8016743993748361,2.6222629512131346,1.9688565827654403,2.9279691093159212,2.3675256434333236,0.5758387025326824,1.547571414017534,4.492317315240178,-1.6394785819063011,-1.058989973634401,-0.750710656212987,-0.8837731342472204,-2.0952535163347354,-1.19422437545842,-1.043929117951697,-2.1129329367529808,0.15228060326274354,0.18489260617251344,0.3749934399325082,-1.9782432899190068,-0.20273836737664208,-0.18667574903132467,-2.77887797679055,1.0985556916151986,-1.1829494272911638,-0.7994858942782613,0.35142982286804203,-1.2718846160746713,-2.194429011815136,0.670660696036955,1.5455020421762022,-1.4219110620124193,-0.7753572137027585,-2.7064408846070656,0.20807780631783568,-1.1136425707678088,0.30287698635600396,-1.095041343527978,1.1100562954712239,-0.12832171098371822,0.03873165452232247,-1.8735248744329676,0.5761484534092179,-0.0962844904590928,1.0280941058845432,-2.0371260338884647,-1.3757223328706023,-0.22618209372230105,-0.010318059655105261,-0.6899427438603635,-2.2348758190192153,-0.5698390668833804,-0.9692453678847539,-1.6574836780053785,-1.1422453108365371,-1.2195256466394944,-1.4261292956854337,-1.4607948609909127,-0.39634528001230684,0.031720206484815536,0.2858799908368046,-2.701183289405697,0.454805920347608,-0.4636868659849578,-2.397493985253832,-1.9305637575980354,-1.9868634013618813,-1.5690943674264117,0.19050263079486215,0.6895043878005102,0.5428496799419854,-0.8404630436519597,-2.0817546729054843,-1.3961339964254367,-2.3690550445901972,0.38770824877529536,-1.2734954250702804,0.47096760592469195,-2.0583860003190457,0.9388835727069239,-1.6980776574463052,-0.8101514349272652,-0.4130127749048147,-0.7918803676643688,-0.23774469565663345,-0.9077914143375924,-2.6297396367359926,0.3680383519910947,0.5576057593864956,-2.5680580837630025,-0.09403581403542209,-2.1529679540677167,-0.32065300749034176,-1.8260237491337472,-1.72828196675234,-0.7827529379089301,-0.8708740087718255,-1.9030351647903696,-0.7957192035816761,-1.877457961162563,-1.5621425208088495,-0.26667622912052463,1.2315101609974402,0.9906068478519237,-1.8952416372159473,-1.8206742436075356,-0.6397314703533176,-1.4101589009882978,1.9901824695038883,0.9597394620588204,-3.0849842547620314,-1.6103667425734862,-0.6536246235711515,-2.6107694009304305,-1.5167675068630282,-1.2964020456786853,-1.4606707490091801,-0.8368353415983363,-1.0682878661041977,-1.9167566104150233,-1.9323326326545431,-0.606627945368707,-1.368490834044695,-0.07665791042250314,-0.8164294300492169,-1.3388720093053583,-2.2446392135928583,-0.7736853012665453,-1.6314488701942251,-1.1378070063042693,0.1424695875594436,-1.3844570170545965,-1.6862593728070612,-1.6883014773144347,-0.2644225796155341,-0.13468574691027557,-2.5592437213788006,0.17630265333547662,-1.5616110706286888,-0.5199233898325686,-2.5622055793588228,2.1408901016158035,-0.14866875245153297,-2.6396051422195246,0.40911362146590047,-1.1177196131132898,0.33787193883824096,-0.3696576783762349,-0.254957006314152,-0.11731989666082446,-0.425030712034565,1.8195065335721896,-2.099484770512953,-2.3579076776316708,-2.144036151879665,-0.8708171200929412,-2.16366301124852,-0.6840539961663811,-0.9950059925639818,-0.01717028942655602,-1.458263356999515,-1.9348980029464429,-2.070042296683127,-0.7422567249147014,0.7240827232822103,-0.6463436108965585,0.4071150109415568,0.06526684721340191,0.015396143874078042,-1.5208829488288504,-1.767965257971352,-0.5113021412851527,-0.439042117357473,-1.9614647752704426,-0.23019382938412553,0.6410410731563294,-1.6309249788090618,-0.45018216968548264,0.8310377142242594,0.03947801686567288,-0.5939899532908958,-2.2678257143508755,-0.7884418592271959,0.31158060364741486,1.0188658925383165,-1.609846997406436,-0.10901441543520678,0.4064643475793667,-1.7061540969666473,-1.7870364134777488,-0.4057093171109903,-1.1134623130690589,-0.7833371015200976,-1.329626538583491,-0.534929326250325,-2.0120418603604486,0.050332049236468404,-0.78651880973428,-1.8072622983515283,0.4959244829309628,-0.9815763816180803,-2.139631171092255,-2.0140382667210326,-1.2835136384416947,-0.7105891814336094,0.004570798094427956,-0.9839532817822643,-1.6155003245961421,-1.3645259992192638,-2.083960325632905,-1.352285386917785,-0.25928748249995687,-1.8497951305231475,-0.27931433678496476,-0.2483863934296996,-0.00230066965409903,-1.9279184243067555,-0.025962327190704022,-1.313193554116951,-0.1025399447842689,-1.801007512968153,-1.0925499271330745,1.0777068913358445,-2.4167512224248897,-2.2380482976785983,-0.10263885951264506,-0.46817074820084725,0.25101977749637505,0.2677698603455344,0.4017260018700287,-2.023115406675524,-0.7577535105484657,-2.495579029843605,-1.4167578296371641,-1.2926452845748917,-0.2581504581195594,0.34134969893391104,0.3072660194778261,-2.3337804339382107,-0.691080777146132,-0.9387284426513184,-0.9201057911587636,-0.8876194458147135,-0.9801682569580753,-2.2203807967040112,-0.14371024072722727,0.6068975829695947,-1.9131901163228313,-1.227337447052686,-0.6502292688657038,-0.3526761258553513,0.26525348572672747,-1.8785411674139112,-0.03461516945702482,-0.5375413007399598,-0.8838938949214586,0.23783152678991717,-1.3877253647894197,-0.46145114831933887,-1.876018386410776,-0.45858732711535194,-1.5360689974881458,0.251003898876767,-2.4305592687543935,-1.955264538539536,-1.5430250771322123,-0.7907651368562914,-1.7119276263431575,-1.5531733954971734,0.4762993744350626,-1.9886780545733012,-0.6404457549435666,-0.32825091022919917,-1.0283941754379895,1.4024438883222508,-1.6335220956199503,-2.7993623656885016,-0.9311222098335826,-0.026483819899336368,-2.1623478286145486,-1.2699795240194889,-0.5547670143915896,-0.061715181184480765,1.685672578894363,-0.7025175516590579,-0.6848944351037533,-1.2726664981065674,-1.0092756410344446,-1.1255438073688193,0.11483226221056361,0.3846466163693985,-1.1487620925257462,-0.580431625194726,0.3902299462303583,-0.988530437351951,-0.797830688335893,-2.651768665961563,-0.7913777346499239,0.11112100671370163,-2.033616467898846,-1.836258542162639,-2.3846665293432516,0.37331493952829514,-0.15847687479787048,-0.6671324439023031,-2.0677218303842073,-0.42623854843300485,-2.4637594191869048,-0.4397257598898204,-1.773974601097935,1.346073345432018,-1.9784829044870225,-0.37450418832897286,-1.7679633707081326,-0.7029470143696345,-2.105609610757891,1.2305200238964389,-0.2679461541498696,-0.3317273171660337,1.038245969571982,-1.569683515657498,1.6897668878972611,-1.0643635194062906,-2.188695794142873,-0.29098656506341053,-2.322615598511402,0.3039932915132912,-0.49977624570172613,-0.40724852658035565,1.034093624859871,-1.7509456943006958,-2.109738132424398,1.9657263327449739,-0.3678776859266551,-0.29967124984069243,-0.05071962437999793,-1.9301779611938241,-0.15381093534934007,-0.22985712229214258,-0.30247123965383527,1.7504962222858764,-2.071883371247837,-2.695158958760437,-2.151596101015198,0.061260653517315515,-0.4805643243372776,0.08842587568861199,-1.3760181544259098,0.17760257679692432,0.7186069865589094,1.3644483244229988,-1.08087846247409,-1.9423590306325385,0.3059537559519019,0.7080907545649859,-2.4987915096692475,0.09598689187637635,1.6091414819659504,-1.573411029068238,-2.354333695196007,-0.6228458728451662,-2.2241509548132523,-0.3323769201385158,-1.2903140542315028,-1.6319412078859699,0.7714151436644323,-2.425476294057207,-1.3643335610811373,-0.029470751739770554,0.5191479424999365,0.699065362728678,-0.2716203370896706,-0.762469884704427,-1.2274749981502888,-2.6723481018034145,-1.1763133734577595,-0.026746254807824433,-0.5062129429143845,-0.6114252992695275,-2.202788525840492,-2.2236891810724777,-2.102933923980355,-0.13314598408098458,-2.262354072236436,0.22943787189280926,-8.313557821790252e-05,1.3624958329101333,-1.3729105077322636,1.606954273974466,-0.5597240534095409,-0.9987685596546874,-1.2330630994780682,-0.6954208333969416,0.9861926790015615,-1.5592712659464723,0.4982075269428931,-1.7650411526912215,-0.6382614931423081,0.1495264192982483,-0.0862118539758619,-0.354383832242267,-0.36471057703924753,-0.7079935494437736,0.49056120090780914,-2.0959098189084524,-1.2183556737047156,-1.232678479561621,-1.7785922670504863,1.7681226587566412,-0.5131905539537002,1.0602894836390169,-0.898568198260988,-1.394965730423332,0.215540661670549,0.07093679037181184,-1.4950237774228958,-0.14006563401330774,-1.9214942909637729,-0.341185089417793,-0.3033261465885981,-0.6520717216933695,-2.715662312107807,-1.7475414805685854,-0.03200394581435902,-2.3282093766559977,-1.75550676108706,-0.4760940375759475,0.3460432667810675,-0.6820053360096653,-2.048169332256564,-0.9257223939477673,-2.0117533647144143,-0.8739795753846449,-2.263910915236678,-1.1383336253799325,-1.0421483003291798,-0.5129228752191705,-2.0675152205471106,-1.434300622517838,-1.459294389684422,-1.6661873695211784,-0.08870137050355716,-1.365829712056157,-0.5612983406799503,-0.9873791663182654,-0.9486099278500366,-1.4638562324242341,-1.4413407063464654,-1.6063562309786532,-0.13537622975917074,-1.67524080028978,-0.40321309931046057,-0.971980108453867,-2.1209480549339887,1.3148170182426782,0.08499538471217215,-0.5407669183995635,-0.48176998719491426,-0.6399371555844677,-1.0528003288786343,-0.9187408887283856,0.16407274850069886,-0.3191758521078286,-1.1455929241119793,-0.3032075049736791,-1.084615973980862,-0.17505751107457987,-1.303386806870601,2.179023264610665,-0.33192791736856747,0.13666779638994475,-1.2673368484273657,-0.8982515912493505,-1.3953362779639535,-1.4864770801856926,-0.7181211903302567,-0.32727576771769756,-1.698287880899941,-0.6362506360517554,0.13946030978081403,0.06874052684015672,-2.0960372391333384,-0.087766204134723,2.6607225750983945,-0.6223655289341455,-0.5399441507116468,-1.9909101815174435,-1.2425620667608164,-1.370321661062687,1.2777568417147902,-1.0635796708532976,0.8758213455204752,-0.6334562937831908,-1.921831291366029,-0.6334217145306432,-0.7583517567641376,-2.0355467693811526,-0.2502917049495654,-0.8883866812595679,0.45599776724676166,-2.133945606468148,-1.0152469459408875,-0.3881065968653053,-1.7126701837169034,-0.8898256765196031,-1.0937475193511177,-1.7409218975213048,0.9977328995987585,-1.9204012799498058,1.5832250677526547,0.001785584646579198,-1.7447782551398534,-0.9358682441292916,-0.7499985362562123,-0.41816765347983287,-0.9555700712404516,0.3268011857044418,-0.40397106914866104,-0.3775636953418873,-0.19067737309776056,-2.2493374009801133,-0.597245271902104,-0.9803867060062025,-1.2252524779479066,0.8814038811984951,-2.149165822204636,-1.7491041603915216,-1.8799915545653634,0.151989352314943,-0.03718449812750637,-0.5720599038983653,0.7356143093074329,-2.0894570051911447,-1.2235373748269252,0.3358427787967518,-0.27250816736150946,1.4036589680732132,0.42279349021060086,0.6187107540532619,0.7496012422721768,-1.1504042464898172,-1.3513865162167915,-1.3310550249876905,-0.9309115055038366,-1.58560091320108,-0.1318792710761611,-0.5812252647858759,-0.38701386914210284,0.6360755294936259,-1.915518834468448,-0.014395700477812384,-1.6693799721856557,-1.9246751712863626,0.1853459763237971,-1.4939287736518219,0.13234569286163092,2.643303153387253,-0.1202064624413353,1.381285275200291,-1.5609423909396252,-0.9974592715710104,-0.692742656294677,1.2339845283966075,-0.283412888816548,-0.691552696792579,-0.39996772123864316,0.4022735954786386,-1.5394521891302109,-1.6501433274247095,-1.742055944371508,0.4153170592406414,1.7226283912525107,-0.8697958709710747,-0.25670633251243025,-1.1143508140843796,-0.36373828562576277,0.308761238031289,-0.23438109885747913,1.0026253950720012,-0.4918193013435826,-1.2372801587981297,-0.30306852595982897,-0.33085584049645445,0.5102428146696079,0.4803357114460013,0.9127832349356193,0.6693518326127814,1.1090718130500277,-1.6700706577300841,0.320421427008459,0.5443380236773676,-0.4656483169882503,-0.5312092991064311,-2.0243601903940425,2.8191992988451133,0.2621557734788637,-1.3516058478109791,-1.7909793642606147,-0.4450113337604541,0.6317577409834754,0.4249906417131813,-1.0545767695303976,-2.2894392066256235,-0.9165111419571312,1.6026696718982103,-0.38506440920428897,1.2708044600577306,-0.03139477888734617,-0.060531559687476255,-0.07232640228197462,-1.3125920822540589,-1.2382549400024563,-0.5126030967484303,1.0168251488064615,-1.7481689925262718,-1.5863235093448587,-1.4156610241525782,-0.014848094107701377,-0.18442598798909057,2.762768959127845,-1.8081904967537836,-1.9290035538082861,0.199869796086481,-0.3728618158899132,-0.6959063127890369,0.2836345232022451,-1.9152424056573225,-0.005400696786497813,0.7713344569335292,-0.3331283213272652,-1.028353358509574,-0.973628141316255,0.011974999550979092,0.4189524724934024,2.102763399633348,0.20582237972268402,0.12352969695190147,0.09041765585130418,-1.5097784980467468,-2.2539415042701374,0.8098496051339121,-2.3626122172932393,-0.982352531014396,-1.4980158603875964,-1.37597242791698,-1.7803780031420515,-0.40165129664499793,-0.6163221425269108,-2.1711927372493203,-2.2769040414184816,-1.332718169293496,-1.2469187290207622,-0.06074614849047842,-0.5050018170860244,-1.2759028474233836,-1.4725560266331532,-0.603458089146946,-1.0648764874204784,-0.3771900068560567,-0.1630819542387751,-0.004418731315279096,-2.0886498875972364,-1.3549521802052376,-0.9013662954105229,-0.9919225979525714,-0.09605387564791266,0.10421506400012856,2.0717147224268113,-1.014925290478096,-1.1590932254523103,-0.49053392046863964,0.18301620663673604,-0.9905401332718459,0.6125062153298709,-0.7373666097140498,-0.5882237978346061,-1.084654582225879,-0.7674414319283467,-0.5684035519850283,1.410064927116833,-0.1494410846181042,-0.8182952675585926,-0.9695051701100105,-0.839301386728119,0.46046619683312356,-1.321638722385648,-1.7684396712647277,-0.7343025568496696,-0.11902899190630402,-0.2011612740871044,-1.5875152439676072,-0.44788960803256095,-0.477014160195397,-1.9654299936024293,0.979148929895625,-1.3665583640144332,-1.0532661583802458,-1.3090325887259269,-1.7638087922074228,-1.6074915342953655,-0.774507854075735,-0.6011562489744695,0.5864445804620487,-0.2609522642252289,-0.1292168784480639,0.6510282775038941,0.19633436750273714,-0.6442445521185551,0.07028804337376489,0.16124394876150258,-1.3765131778652644,-1.9523279726240879,-2.0844141358575863,-0.249774185329686,-1.2590986472391497,-0.27040246283597125,0.8286290741534957,-1.5816022127022717,-1.799423905503745,-0.9900790953250105,-1.0407520550939833,-0.03965074573209627,0.02977559737375861,-1.2508640626998193,0.1901827080202075,0.7556595860573228,-0.5545150000510711,0.1680080175484913,0.26824598654087645,-0.42071362491103165,-1.089944923349482,-0.1171110402275482,-2.0803480777262813,-1.9601817662319603,-1.2956151959686357,-0.2677752761250362,-1.5770087578495395,-1.70430424673506,-0.4521573055289466,0.6917193513830464,-2.0635073010432308,-1.0221939472277655,-0.4437031768691469,-1.305340817624664,0.5899357127308427,0.27595260906809244,-1.6610096185184564,-0.8111774723997048,0.2340118766088086,-1.6540159379532062,0.05083252917980985,-1.9634152959537827,0.43362372712715325,-0.28703717124995126,-1.1538756241186756,-0.5982744582664887,-0.057827151975612626,-1.0384049461185778,1.0763908665811928,-0.7224286729447839,0.22866521792551614,-0.32716698582768294,-0.9501873895115988,-0.5774405794657613,2.215688166115051,-0.49600133318599776,-0.22213472365030149,-0.031519058798255895,-0.29115936686366173,0.4765205241847502,-0.49528739725833754,0.572630027060513,-0.013840965082112695,0.3987411351993718,-0.6015617583748343,-1.5842383909961555,-0.6122543102836138,1.5629079679168714,-0.6577331236076268,-1.0696727840556544,-1.5445239384588163,-0.6547268358992181,-0.3553607525262168,0.20443849955250867,0.32576483160600594,-0.720036762561914,-2.408007995979414,-1.3299888045814927,-0.20968329768114025,-0.5940932412997686,-1.131813762267569,0.7252013116764929,-1.3546861618352866,0.10510072373782972,0.5464837677180392,0.0019813146161327,-0.7976089572723027,-0.3074982857982219,-1.932396214210434,0.24391633087197673,-1.6222402254177324,-1.0755471625817061,-1.2626886165990334,-0.6256549962807333,-0.2802149374585962,0.8773484249912713,-0.8064487237669525,0.17429122334743324,-0.5463775869336802,-0.34248445984666365,-0.9404754417677145,-0.4256934955778637,0.4372852088157779,0.7506677160010172,0.8518551514469379,-0.15629383417938034,0.9501525508293653,-1.1379226453763902,-0.3141379127684238,-2.330712833862169,0.9010355334830582,0.5241464268280145,-1.6605473275037272,-0.41462648014044867,-0.5087001833123581,-1.0503103980888513,0.33018307506449635,1.6217798277108189,-1.2634382968368019,0.28229884358460766,-0.14537328430453184,-0.7648502331996039,0.5686864600393359,-0.08272048195866599,0.7641428045666501,0.20776712596327832,-0.3058478102393302,-0.4619801817376468,1.581856416432121,0.05086960384464051,0.8516313264771248,-1.7712478914867833,-0.15628939924498303,0.33875902852013007,-0.7177898979613797,0.9784327338112614,-1.7926618208582044,-1.1422963974369766,-1.3253009872528052,-0.10840854250159546,0.6512319630288476,1.043155882391158,-1.388537007379707,-1.287668619127603,-0.5830793494508907,-0.08567541442838428,-1.6313975929298818,-1.0765670282512505,-0.3456764766875649,-0.7259258437500473,-0.7777445285197985,0.14412523603783872,-1.15527520200964,-0.8664378373571836,-0.7957929269625192,0.5269655278699826,-1.062356806586182,0.10201407937223847,-1.311153029222715,-0.5878832807700423,-0.372500036935386,-2.0892630905027683,-0.6429790731306098,-1.4031846593165418,-1.1759939742653136,-0.3456367391491851,1.0123687585026926,0.6007704197231029,0.42983698079870575,0.15465382657042187,0.7459899616474669,-0.8111446203515081,-0.7713617042116321,0.7929230536529027,-0.692024387989546,-0.1944250107757492,-1.6944656593514673,1.644643711963908,-0.1673810132688435,-0.6106845380674574,0.2952983932211834,-0.5753852136947392,-1.471918883629833,0.5761056494839831,0.399558327806816,-0.952103887401151,-1.219632492185115,0.9940763823915258,0.48853289738326033,-1.4014511737741078,-1.4198104223749728,1.8357558597316415,0.21040500034240453,-0.38234622920921196,-1.9743395254831733,-2.2919940444848246,-0.06031886478141532,-1.2890583293868112,-0.46437547549239405,-0.9872119257434487,2.867673839196429,-0.08200251380164383,0.04510261006969988,1.7106198832745498,0.9283468213299845,-0.47813173085138516,1.001117923773519,-2.293086121468079,1.8156777888039106,0.7733391022088382,-0.873785493339858,-0.44055153730525637,-2.5938888921257677,-1.2727221097690349,-0.7070011909840206,-0.7212624039912402,-0.2412447497804485,0.3353627245886409,-0.6791963011300332,-1.4432670778608645,-0.2588769515371951,-0.2782707306809144,0.9019297542076669,0.9792442633701706,-0.4887053182342832,-1.3459027420088716,-1.7254545264046355,-0.6055510059488409,0.5225640075718365,-1.7348534579976818,0.740218543865246,1.1508744300247749,0.8260530262433344,-0.09468225612826173,-1.5031301947668148,0.07530770770335354,-0.4124414078966812,-1.4150317881464074,-0.44253209016102885,0.6741252264094534,-1.1078102293269187,-0.43664509310955735,-0.15551841913521774,-1.5483796660339384,-1.3733753096008194,-1.0400756780036757,0.7638171778097794,-0.2840822879797657,0.5395626898101905,0.08226465635114504,-0.668020388749593,-1.3894433658950531,0.03193044924474524,0.11681855672200984,-1.375244338920305,0.282366069526401,-0.3127400190743839,-1.496922253410544,-0.03876006857719226,-0.975071552643717,-0.2290825427551523,-1.2693864464684206,1.1584060195645332,-1.1597653241041284,-0.13318232485875173,-2.1447823350936037,0.25879522624778983,-0.4765253335579344,1.650760389100068,-1.1721503083701286,-1.6733710874906407,0.4986652407701513,-0.9313486962437514,1.9249375468812209,-1.0195134449836813,0.6714452505777326,-1.5770158148531888,-1.0689576443923205,-1.6227217568342094,-1.4188927642256812,-1.481745139537125,-2.903579628032578,0.2891098923355286,-0.4312828030559332,-0.386471412616664,-0.37349850072501395,-1.4066160506271401,-1.8637640507059277,-0.90569589217899,1.7655295642447342,-0.9945112679126628,0.7917349120722221,-1.3360209519412671,-0.3197092817890274,-0.32218021683659714,-1.3062264157850707,-0.08701516670303228,-0.5331459618352775,-0.8110595577374977,-1.4385143594993504,0.03458280582197102,0.14058733902696613,-1.4609285922696318,-1.4828559033086723,-1.5243066571198187,-2.063323568672109,1.5607115291091291,-1.3081038028767242,-1.1542670092459786,0.8639215551795159,0.05522593944306934,1.6670953574924097,2.07160274703143,-1.2112501903179278,-1.800099835044334,-1.295385668764194,-1.5356853628863905,-1.8327122443888773,-0.5321190032389292,1.5245458212264298,-0.41761094238812074,1.6900664770009706,0.1169887893209982,0.05887122727732894,-0.9839227661616229,-1.2540632695492513,3.506848364844597,-0.4799508127234396,0.8024741695972177,-1.0439869044800174,-1.193187394450692,-1.1843992881264083,-2.2713798769510474,0.004544641629058614,0.10285901196745874,-1.8979551147482536,0.8615487815285854,-0.11206737785623982,-0.4361908643996652,0.3296723782688993,0.017944289936824807,-1.0407112741934115,-0.24334117798808347,-0.47346869631964905,-0.8736290736372756,-1.1209175330358085,0.7767290638422778,-1.4141534335048132,0.11552667383955187,-1.2812948338425665,0.07244673745195536,-0.47875249502414585,0.611819140559208,-2.0591206613947404,-2.550234119877751,-1.8871394541187823,-0.6218811986531646,-1.9756561764099756,-0.7702355897197418,-1.6332876247402837,-0.25984947063287095,-2.0101035109524608,-1.987131087923716,0.5884673303600373,-1.1439295636177331,0.4621566487893106,-0.4599147318202027,-2.534739590293256,-0.3955608224177943,-3.0099947817491373,-1.329111657683568,-1.9618788300401613,0.6383456180723642,-2.849264524211204,-1.2991397973155048,-2.131840265359202,-1.708142772473001,-1.7135541831924874,0.11898587088957566,-2.379689332999883,-2.0677894863547905,-0.16468926561480207,-0.216808187785005,0.03508286219008116,-0.13885413676691047,-1.9113974560960112,-1.4954025640510291,-0.9841895036819386,0.3309170682354175,-0.47628072666562427,-1.424786689723417,0.9296999206750793,-0.37857006480774996,-0.5375116688079791,-2.3726569941814533,-0.8786418837960995,-2.389320675684038,-2.187365428233415,-0.40044421393357654,-0.9324779808557939,-2.722862942901236,-1.1494273314496792,-1.675585083849943,-1.3293462314864744,-0.04162791541124331,-0.3657662948200038,-2.2894837557291376,0.10906325812669394,-1.333881677407906,0.26008582217494625,-1.9282929043832122,0.16620461050925436,-2.1205081027178085,-0.48508308282502266,-1.8832249664741543,0.9181394273873164,-1.5887210318848697,0.62509145072585,-1.6977256062413295,0.28154776228747763,-0.8313113112470071,-0.5127687754228542,-2.329692904448314,-1.8842564519874996,-1.5233425999903254,-1.5829857016558428,0.5936504343602037,-1.758062791119211,-0.29138599446443086,-0.0017639351249265347,-2.6218624414932794,0.8529204066218614,-0.34597344944434044,-0.280757527238383,-2.3691471523523195,-0.9972091859418891,-1.4445592471087054,-1.8214036677992436,-0.8531450403676859,0.7230506019237158,-2.410991411646774,-2.023640352428935,-0.6624643678154281,-0.9331861966569495,-1.7380317045145242,0.12972653148918142,-0.9898585719775764,-1.2009556890120048,-1.2467871363061351,-1.207540892992271,0.2808579712355529,-0.6030966196318984,-1.5857831619453873,-2.1102962880250575,0.39582405592230385,-2.2332179496844513,0.11580540540357775,-0.8199969820414136,0.27908266506106355,-3.121187882189126,-1.1837109413489568,-2.104503911429248,-1.6586633106171043,-1.3711203403709427,-1.9659342364707744,-1.730069302404985,-1.3202080017811724,-0.013348704817234335,-2.074763519405619,-1.9312922649786137,-1.1896249582032858,-2.4330899823116785,-0.7839505513257967,-1.1866564534056467,-1.9256651600462225,-1.747678571952325,-0.7061350563552119,-2.3257145059121953,-0.8438291501791231,-1.3115356393960658,-1.5549219534340375,-3.41840456425365,-1.8691403179157644,-1.9310836254518036,-0.42324197186185536,-2.9422633368357767,-2.0312890866269586,-0.2597251428380947,-1.0350933434703784,-1.9338810720101627,-1.7230100518676155,-0.19194830412600652,-0.9857536495841256,0.3841863042547448,-1.1127477503745595,0.0655830267494336,1.0415167120962896,-0.018930417078604996,-2.249753841467204,-0.985755630316011,-1.1206809569445093,-0.900193370138767,-0.4750152319340178,-0.3543848501928569,-1.3560902351709383,-2.283271021892803,-1.7400701141902633,-1.6641214835914642,-0.06954816051702901,-0.6184226007040484,-0.43690829422502137,-2.389016054008367,-2.0578677630934776,0.05499109334156176,-0.6759232924310885,-1.8499991715031967,-1.1264266192248062,-0.4373323917884407,-1.591734392778239,-1.823124389562591,-1.7172033617500713,0.8013489997805726,-1.8984425237894589,-0.7988319360022719,-0.8288265037413092,-1.6537422716155477,-0.03160244543143996,-2.1572280620146125,-0.9021885014069226,-1.0332873819804889,-1.32753494722333,-1.4311221428371896,-0.7652055565748732,-2.0530000005205973,0.6675847384293438,-1.7896897566876264,-0.9822289959326465,-2.5299450487951973,-0.6718166390284109,-2.138475431717212,-2.2653611130624904,-1.8183663657429914,-0.8032843277129788,-0.3864674219979232,-1.9312415751939924,-1.4953067377835272,-2.6773488408854735,-0.5051370888338163,-0.527586566957187,0.8871684801901003,-1.2564939152664385,-0.561075180243361,0.3127056341082684,-0.3189003567209631,-0.22364171899727714,-0.8656529373772576,-2.737425201412026,0.3618060479493441,-0.42019408793877816,0.07652618903770007,0.20837803127281443,-1.0154083145435648,2.070932040040187,-0.7445742350403242,-2.0606555657678034,-0.8301163162262538,-1.0293295882452353,-2.186311434308384,0.30353508195343615,-2.5746293160857183,-0.06017105528092698,-2.428229454389534,-0.9878759735840866,-0.04998269537860456,-1.8161259990767553,-0.61231567919074,-0.5025955500706754,-1.772222861077723,-0.49921040438730924,0.3612521046052354,-2.26022895203499,-1.1778038412420782,-0.42224699831398554,-0.7142035960285897,-1.4409721408331886,-0.6105300853569934,-2.209699287443222,-1.829174251176844,-0.5093536270173783,-0.36221089772693743,-0.7006279634677601,0.5279127089723314,0.5995092783246748,-1.5640484363854306,-1.711759106473565,-1.0531981911230253,-2.3127550012833247,-1.065353855484323,-0.7727727643329184,0.33588914977658524,-2.1079396041616887,-2.1545260516884697,1.7389347058929288,-0.9383017534974939,-1.1248664048246697,0.2023533078059925,-1.1336958237476629,-2.3479476295366433,0.17032689827517952,0.5494848357391038,-0.25807137986004264,-0.19567341906635732,-0.46175899616703986,1.1738343012326342,-1.7965141616403388,-0.0028912633928368974,-2.0434759333197143,-0.7082678420362325,-1.8843717817239687,0.4175864691801815,-0.28795615015460946,-1.5412114847323608,-1.7205651658933943,-0.6853796859041389,-0.7365573812399913,-0.07773177187814498,-1.4564924076991597,-1.986960668737032,-0.27353683955742436,-0.9133630009472347,-2.420985025338721,-2.25955748801194,-0.1362638888226477,-2.4045816040078303,-1.5389250109532653,-1.0416628747653467,-0.6440524642745994,-0.686124614084919,-0.6459978094415658,-0.7988660809292675,0.33111989404458936,-0.1024559934332596,-1.1132386322863055,-1.942193280610211,-2.0053525440365645,-2.5763831767704257,-1.0115134103060988,0.7071877272705572,-0.7657252092836606,1.6292257479402648,-0.6150401893899209,-0.9019194535869285,-2.4965327811752274,-2.3238673791563205,-1.8187213887017764,-0.41618080220294523,-0.5772622629091593,1.1599367127486517,-1.2652736856398479,-0.8912903742521114,-2.2968646656026754,-2.441371717630938,-2.020313621082792,0.08563015859214498,-0.6243660767239556,-2.8331423660112223,1.1304786719433713,0.485368644861601,-2.5319892752773043,-0.5088744921394873,-1.3649871933579443,-0.4377842556922194,0.3002455001176596,-0.828318460163689,-2.2158535428933077,0.6639135572394539,-0.7278928569330507,-1.5360495506767429,-0.577016007934047,-0.3574433213918069,-2.066402465281383,-0.16362188968991398,-0.46660524321363656,-1.3106352892423117,-0.5345738395362497,-0.5684459681419105,-0.508673162350355,-1.7395521167182662,-0.4284596230685224,-0.875975537950114,-0.26417045329684097,-1.052723314724332,-1.122281818251186,-2.00865182560631,-2.7050511536194075,-2.2412944213581136,-2.257903991951047,-0.08779152996731113,0.3553261988306434,-1.0614939956244074,-2.2677253220093925,-0.09385662564704172,-1.219062324631604,-2.0374288073138995,-0.41797726512865624,-1.3860365200889044,-2.2313997626713884,-2.5558349168864636,0.45329945513484604,-0.44531456888068344,-1.8771809434466795,-0.11292639945999325,0.17464513806724152,0.10138958813662281,-2.46257547170324,0.12969350109161223,-0.4557326127551481,-1.7352160966648686,-2.5307102231888994,-1.3790120126770917,-0.2892854064253429,1.0823239807273473,-0.19821663777552057,-0.8356743779960731,-0.9335405137175198,-1.6930284430380387,-1.9024938309930535,-1.9821991838865356,-1.403235000872798,-2.1122265082717817,-3.165015283891735,-0.49702175395514125,-1.4779788197150385,-0.803310037190976,-1.198194614302182,-0.918879402204793,-1.565403994755794,-2.008765327723902,-1.8699081828187496,1.1029562492687037,-0.4579303882663362,-0.9021266057138458,-0.9108993638755465,-1.3159361145310526,-1.2779477047638368,-2.1490265170833642,-2.0230112548218933,0.3070725562600476,-0.24495816139907936,-0.4174630824653502,-2.1233531231331697,-1.3157166435599705,0.8180849093035015,0.7516618366410593,-1.8235518318216435,-1.76877423947797,-1.722781727942801,-0.9465148997021566,0.3435285920437819,-0.03940110831914354,0.5947893048964962,-0.2582904230555781,-0.600842250344404,-0.2777065635308433,-0.2644920740361354,0.8337682414177846,0.47569697525490817,0.6904476933473301,-1.1996644046145177,-0.7202288358358279,0.572885912027675,0.2624034111690001,0.3830002765229253,-2.198192332269861,0.004229840534738054,0.3742291670098593,-0.9580099241514559,-0.7345623809832337,-2.3690606115867485,1.0749994124157074,-1.7293118111786452,0.8262062831209431,-2.105670504536834,-2.2729460064534694,0.6475485796905925,0.17626104431340595,-0.9895799019132667,-2.739015226586324,-0.9465381096854545,-0.942977638685283,0.1201893086710791,-0.7009620039317058,-1.2021982752909042,1.2613888605299077,1.492302748345241,-1.588484616347839,-2.170600727772639,0.16997820164801172,-1.8524053357850547,-1.0835142666670834,-0.20239941787095694,0.6168152444069078,-0.14919174060321302,-1.7100305058529215,-0.5280204534993292,-3.0972795765938295,-1.2357866612711679,-0.8186005054982385,0.6649200674627413,-2.3180886855359506,-0.41202513796730506,-2.004738503792287,-1.520883987039136,-1.1881059811281214,-1.390370737790951,1.032452551022584,0.3461504415805633,0.12712725189831242,-1.6258186156282113,1.868266135263169,-0.8291665733993494,-2.028540003662314,-0.3086513592186306,-1.1264242739396755,1.208467221075114,-2.031627130246587,-0.7040506517871379,-3.1786515698536952,-1.6324424196382243,-1.2405834737849302,-0.14005734456686345,-0.5687680909038636,0.5797630058093786,-1.4073690689291127,-0.5256546497419774,1.2978421331664047,-0.1075245861377626,-0.6281789857827923,-1.0836924535565247,-0.12199966368441183,-1.2765626173439153,-0.28258720954580735,0.3213242975991875,-1.5526091753958042,-0.30576112441348813,-0.21199602461528294,0.8209824379071883,-1.6889188844578191,-1.9376243584374029,0.21515170292099664,-0.527200436837215,-0.6133471297006095,-1.7235057762991481,-0.15517538517368915,-1.7202995055348909,-1.3228116317728982,-1.6982925091247938,-0.7426499380187074,-0.6767930455402037,-2.3678045275596618,-0.8140454769333415,-1.0286759722840721,-1.8982865882054243,-2.456181958544213,1.4668399364518085,-0.63845180435519,-0.6321196850875612,-0.6634206637735395,0.24029889036419635,-1.4425135129729825,-2.191341640457277,-1.4555129765052761,-2.339067583990903,-1.5308029196038566,-1.1300471852249163,-0.4985123159154761,-1.4474794398946642,-0.23272933634291337,-1.6728633051241348,-1.2764307799715209,-0.42216855613874854,-1.1129997869786787,-0.040116065646342146,0.3027195141330922,-0.2680947420582161,-0.17500603569787937,-0.5842762248440326,-0.17119678209822917,-1.9638738504180948,-2.014185907752731,-0.7957735417904013,-0.2550705369562344,-0.8336756763458003,0.7052725571189006,-1.876828898758943,-0.6694757178705683,-1.8554151702089516,-1.1273002737973046,-1.9107750913630999,-0.9323400348262032,-0.9221465819456219,-0.24814608878955668,-1.331438640468504,-1.3030826712137271,-1.9796510898492128,-1.693279180836054,-2.2913557500123614,1.7692647147867995,-1.4796408921855575,-0.3296571255761743,-2.538235587131504,0.6905090341651464,0.035754723806652754,1.206396124044441,-1.2387515921311119,-0.34296991606621213,-1.7174388362297828,-1.7795772394936178,1.923943529618495,0.3158825044364573,-0.869254433940931,-1.1465410118907262,0.15541925070941653,0.6699584657150998,-1.7633092514898494,-2.0022542936666397,1.1355934234796004,-1.0115288483323457,0.3075736875360633,0.27587752135864546,0.26063328705777405,0.7005205156586936,-0.6923485840877937,-1.7875938160291054,-1.8650589691767134,-1.3426500491494238,-1.892636745007712,-0.2177548754257653,0.12014586097499155,-0.3582342532944457,-0.8587382264831145,-1.4211845454330476,2.0670469615940235,0.29479825602568893,-1.2353347830090329,-2.2063731164046843,0.8291989235107026,-1.251600382618805,-1.0470799105911526,0.030829629402400284,-1.0211158724173026,-1.458816064454851,1.9192267322224605,-1.3731597925826837,-1.7136590069545692,-0.18986912662600317,0.09786267717081629,-1.2751041673528873,-2.1090223110301256,-2.246484167591358,-1.110483456295275,-0.0809010817261484,-1.2002094812764241,-1.9790159597266503,1.1920780926837093,0.15259047620791008,-0.9330827468270159,0.3331338155812291,-0.5691123271912664,0.9313502237635883,-0.6974650530317472,-0.13175996788728114,2.4396511381721826,1.3225339463438621,-0.3814583412516251,-1.5099888860963515,1.6830424461079894,-1.0908233927105353,1.0685505347843938,-1.5759004290968055,-0.16680890720362357,0.624182214936146,-0.842334692074673,-0.7382213941198118,-0.009592967650195698,-1.3691481493827873,-1.2889221501505124,0.02614871764213554,-0.1891633132300415,-0.2642491987305632,0.26217472885948834,-1.0488076904798174,-1.0260094057169096,-0.5923788959352154,-1.0139792150395508,0.07678362343594564,-1.5239031978266386,-0.6531632778957458,-1.5141940198810044,-0.6534476035379471,0.1202941383304624,1.7907155598065865,-0.061109612214180535,0.25134468227337625,-2.100220535678935,0.9592562090319268,0.14644581490783104,-0.2402577005372845,0.01046746986597197,0.5759731635630185,-0.17138372407032454,2.3711858947774584,1.2443899575539588,2.846233487663839,-1.460862712934885,-1.072357480250291,-1.5438039669483403,-0.9291200317612733,0.32113309633307247,-1.2085174071569564,1.0380755615001012,0.4014222705356209,0.5001219718016038,-0.9201875913828476,-0.4762172541700937,-1.2318202221430707,-1.8025015542582021,0.46083087674695594,-0.24864443550936285,0.4002716827592314,-1.127695200868942,-1.2501080547603733,-1.7998683873984103,-1.6956578260034545,-0.8730628509634389,-1.2542813387579788,-1.702753105984481,-1.3808266621861427,-1.4745481997901095,0.7678284218387746,-0.7603030970087283,-0.21315616122188086,0.612257443519095,-0.4545991030069306,-1.6075979170367418,-0.6160844073297943,-1.6698337739909397,-1.603597434843151,-2.0463443432505444,-0.3976830105578104,1.2182140658509901,0.8242439454371365,-1.5674413238084377,-0.49441357039723327,-1.091095002003645,0.49475667088619907,0.4195763043947453,0.5386295449687167,0.004193545295514681,0.8740122178470247,-0.2886600967070404,-1.4537704254676336,-1.6417360502974847,0.9021158306158756,-1.8241098754517222,-0.8670944502215023,-0.6854756256371479,-1.5996753493842322,0.30675162820196267,-1.7460024578795932,-0.7063053041812777,-1.6565592454083993,-0.11960976121144136,-0.3637932797299541,-0.6638210726968671,0.11861438225838707,1.2908506121125862,0.9269519530532372,-1.180141880573674,-1.2765125478990789,0.640756892526234,-0.8642616274582526,-0.8041010288473149,-1.5671076408336355,0.05205037489681779,-0.5455826415635949,0.6575365480013726,1.2420985751315752,0.2513882200559783,-1.2393169881596107,0.8532287031635485,0.6034128501200734,0.15975416524461913,-0.7412173453297964,1.187969101500093,-0.3304626151170005,0.12539692515803283,-1.3706147483728377,-2.374542411823885,0.5845533414846792,-1.6297337163765977,-0.2278067159296235,0.712283481549229,-1.7436198283489401,0.42161645715793955,-2.4064210486725877,-1.000162589829663,-1.4293302463666646,0.6222732301022333,-1.325692302899602,-0.8899375576247944,-1.188938754913776,-1.8905207323680182,-1.1331301248605468,-0.5893930149882426,-1.1891176686922682,-0.6993457006594719,-1.290837755117778,0.8069711257264245,-0.6108478429574767,0.6849815633772741,-2.137555470574611,0.9141865657150589,-0.6814589379666646,-0.8246602930364121,0.05569843626430261,-0.8812385535308693,-1.0699853373816315,-1.913358629131905,-0.47230906490121183,-0.28967943233376564,-0.5250899181617134,-0.4279868220553335,-1.0424042667615845,0.09735081306156526,-0.04646309855190872,0.45316849313819885,0.160407215155314,-2.233077551730297,-0.11279696820852118,-0.1815742954089325,-0.4646800275066825,-1.387079858516804,-0.9634595431582421,0.45398250331490025,-0.644274666503176,-1.7170222602808043,-0.1625719527583568,0.6434837550562301,-1.1351739362078819,-1.737523587712575,-1.4528486555812505,0.015445165243076405,0.051226972479963016,-1.0379632383312682,-0.7311050813910362,-1.9983913453201294,1.1070191588707456,-1.5398373915903052,-2.2194980317645356,-1.088203847666675,-1.6596751184983725,-0.15040844786192464,-0.366373328090752,-0.49368076156195345,0.042604401633912506,-1.4638025581346803,-0.6006549167114766,-1.01975249547115,-0.1876133175697031,-1.7719477102306653,-0.42367135617761614,-0.21837552370565474,-0.3367490812088955,-1.0590682448556563,-1.7802612827839346,-1.3587126582314333,1.1008501622873414,0.43789452570118936,0.3954630132662953,1.887229846605742,0.8019248620559636,0.1832214697549455,-0.8781883686726338,-2.378867074689687,-1.3394755321967982,-1.7413024155344705,-0.09058041014023262,1.7541051962076106,0.19944260481257675,0.1756696172862192,0.916990097483042,-1.3450176546851154,-1.2760273893999081,-1.08389417012763,0.17681169697145058,-0.342716774145405,-0.7964851437533123,0.35289653272516436,0.008805518693646496,-0.7118159169520352,-2.4417074753654204,0.9297478058964386,1.4062112013164056,-0.9836006157854019,0.4711749842310254,-0.5922912574025564,-1.043519059996113,-0.7354093888621975,0.6109906322237848,0.8922916050577542,1.7043071587235903,0.20276980090444485,-0.8766484155558221,-1.3501003489127796,-1.105380354542455,-1.4001766074701298,0.5578049956824233,-1.1968321511502877,-0.5952650553481459,-1.6182275903761758,0.5641358404173106,-0.7255093244455038,0.5590152064875363,0.03230973760175049,-1.1262421420004114,1.581899626210017,-1.9816836664612087,-1.2255032117003335,-1.5956978352056552,-0.7643750118169349,-1.6874628037758768,-0.5756174911830784,-0.6558262966033499,-0.9316693561356211,-1.5974263025395667,0.12105969926026282,-0.6679067536094255,-1.6130811315846527,-2.1106843639391473,0.8993490660279794,-0.3521630981782932,2.027189295174213,-0.24272131053182752,-1.242143925345496,-1.6261472441451201,-1.51880166309812,-0.2231307014742271,-1.7610798190964667,-2.457496408371015,-1.1873072691366937,-1.0649448630857392,1.6681635966152843,0.35989786611827895,-0.6759429100988033,-0.4659628334070028,0.8203350366059168,-0.12554335123470717,-0.24191479033735308,0.6200063460670581,-0.9701703898663276,0.4819065076745151,0.6846766341786328,-0.7251080894389629,-2.195244029428759,-2.1067100147714384,-1.6180243313656255,0.7790677709919221,0.10507865231795688,-1.0334170732013988,-0.22211154626327964,0.15878379137896895,-1.3343579164869646,-0.6998603217609632,-0.4520897150260918,-0.2281525530596703,-0.570196111560196,-0.35643863784026253,0.52932852773963,0.14076031779130366,-0.4631436510915437,-0.5966466439076415,-1.3471340646929295,-1.601342547545879,-0.16371896608646075,0.5969448512391679,1.231102338152336,-1.5128070302741277,-0.29310927784464924,0.3506507482500853,0.028129336557931626,-0.46124583743354036,-1.7470859534764607,-1.6583755504439115,0.9502000572046679,0.2629163090845103,-0.5053112598184691,-1.9921985721470532,2.1284482637027597,-0.24413674234388308,-0.9702306859144544,-1.7745669195891407,0.22252226005475823,0.05561354891265657,-0.20601056198845213,-1.5920494820600666,-1.4854675214290696,-1.0585794354855775,0.1321360169594476,-1.8602341587701108,-1.751499094725674,-0.800219145316975,0.7397585025873175,-0.01222815693436721,-0.3578397944080421,-0.4290327578142929,-1.1305534079348225,0.6190892386422269,-0.39680807533420037,-1.2472336236741766,-0.9953586241697563,0.2377694427006052,0.8786135984782187,0.29512192433806156,-1.2617197803146338,-0.3076907364569388,0.5959912373420162,-0.3406517284171903,-2.3215747654271848,-1.3457895274677907,-0.9746027693759447,-1.4905557663142774,-0.5803050814929392,1.6991772636341884,-1.8960749640670114,-0.9011554953061337,0.37209621271769566,-1.4245546770590964,-0.9135248396148151,1.1558600664509144,-1.4457168435081822,-1.3324163926944022,0.09654638516344963,-1.5280424224973173,-0.2511028435866557,-1.6761164696583348,-1.3523555144622594,-0.3722684928826991,-0.37474970299019217,0.9440457817521591,-1.6380282617678121,0.9087597470873335,-1.9049199953630684,-0.7261592509956458,-1.1804568994832636,-2.930316049109198,-0.05071380914728739,-1.4599988703335922,0.6262761076731347,-0.1960516317119138,0.5744188685895156,0.21592207093644078,0.7601776813270568,-1.4803210992799152,1.4953630644955738,-0.9817435754373138,-0.7535536274124723,0.3477590518131043,-0.15349248963174136,-1.1560412073855961,0.13564824377163254,-1.45556471611614,0.10594022048819013,-0.5116204424564432,0.5236580342232676,-2.198257240960694,1.0171417715350182,-0.8114970568269082,-1.0129661397675458,-1.0802204743990826,0.029039464040413566,-1.3975501488141195,-1.1024424328664504,1.7964452426221755,-0.8780509696147413,-0.3260558114757152,-0.8982863255886379,-2.0743765765876967,-0.712064003978123,-0.3198965588514234,-0.9503380394089437,-2.025087108774416,-0.016542853371491983,-1.6131261841630913,-0.5193413375572832,-0.0980106619046208,0.6959474290504313,-1.4232652633541727,-0.23389017146974808,-0.9137217956441488,1.875084856899398,0.8498188681143025,0.26688103811710956,-1.3765642546777899,0.01183414687730811,0.22352679443383863,0.2951816695069171,0.5746916703183923,-1.9351511251395637,-2.187066997802311,-1.2546302733120689,-0.2567775635283487,-0.06648101947703272,-0.7871052626207421,-1.4699515125783857,-2.2143692959876233,-1.077697790831482,-0.7073760890781786,-0.8712044708883907,-0.3442332294209666,0.2972542613774719,-1.9258642497421214,0.4792006575990964,0.8229785092434585,-1.9992668121812636,-0.30775124488796074,-0.7718272645440758,0.3421580746166474,-1.4437298829384178,-0.0876530074363478,0.09139286119611048,-0.6017823886294397,1.6083785589369022,-1.5390557841132007,0.8106828743864053,-2.162706228887687,-1.7523811048475488,-1.245964453645682,-2.4043214300963736,-2.0762300958733446,-1.4609126286230794,-1.2904547868879226,-2.4131226611816814,-0.8690073975779234,-1.4709418047712137,-0.758981328056995,-2.327700552555194,-2.630137819487817,-2.0085228138669855,-0.14361873808779807,-0.8531265331500945,-1.3353101241727663,-2.151263616828806,-2.563202633577249,-2.2869156395305104,-2.4563922339918984,-0.505310766298659,-0.24988211652216707,-1.3079536693662337,-2.0924281925189043,-0.04998820956694695,-1.7309561024703581,-0.017909560101430022,-1.232599368838072,-0.6202381100208982,-0.36965685804980447,-2.0275874119916417,-0.27298948312962557,-2.0410323483130695,-0.38788897840419784,0.2571165054947384,-0.43458770985304884,-2.4828919938373,-2.462325216954401,-2.7071462766578946,-1.8857695311328868,-0.27409839677338005,-1.3944982957215704,-0.6978140308991022,-1.9762558238205061,-0.6335979751665167,-1.8461097599687433,0.07472938592136724,-1.2565374507895593,-1.2450765284690157,-2.320088169508689,-1.9044465933625871,1.248656414370895,-0.032967799233163925,-0.08602108482758831,-0.11773940629451697,-0.6758754967217081,0.17397797763279765,-0.8027220088254418,0.01804613685383691,-1.7786913548091046,-3.0329997087848866,-0.9582143103872672,-0.5954636645710653,-1.7097075051964417,-2.1239031377120554,-1.1462488504190154,-1.5285812776045786,-1.0770626541611088,-0.5431213989442146,0.8193022171248961,1.3767707972372996,-0.8525509459452194,1.1092406233437255,-1.2117338092710352,-1.5174543307619552,-1.0324857073312879,-2.741599818468411,0.6083390524877555,0.1371764286387011,1.865653667936731,-1.289825099568838,-1.4268796176662801,-2.3658226997428238,-1.1539630984591482,-0.5180981666959799,-1.6954015164162957,-0.21337687397757477,-2.0164174783626954,0.9676784412876527,0.5380057901545394,-0.6248504498653401,-0.9990758146935503,-1.6379193000154924,-0.3723646539695505,0.6602235604084872,-2.087856023830147,-2.4743371460706998,-1.059888892546661,-1.6252123801491432,1.1057992478765437,-0.1170632027284214,-0.2796424170566512,-2.224318783986961,-2.534126336124665,-1.5379249635083618,-1.872360009952733,-2.2271655058977204,-1.1267938608329275,-0.7145978646847614,-3.094211574818994,-0.9270573976998127,-1.492945743362447,-0.2924103383925683,-0.3001989148759376,-2.1899405408056114,-1.464123296777812,-0.6803569596285182,-0.5259609065396064,-1.0737129691183103,-1.663008207964809,-0.6760720713961322,0.6078916821169297,-1.1656499032292664,-1.1395662150317023,0.11584326899753358,-2.3339805971327197,-2.1264445981782316,0.014210432791688885,-2.05304395499354,0.33620541675644783,-1.697176106572536,-1.5017375366999368,-1.2720422189630356,-2.628114345133465,3.5353130451769728,-0.5859049149733437,-2.1334730193674893,-1.2193765282446962,-1.3526922423476997,-2.0951996249166425,0.5936699240304334,-1.665709229593458,-1.8712117154432912,-2.1161932527799396,0.032867015137859945,-0.3331341016823866,-0.7167192837686528,-0.017353113984576993,0.10167134299441709,-2.0911154739147344,-1.3991264068369462,0.781679462783966,-0.20687498082045344,0.1671560400948927,0.002376695517608951,-0.8841874765757971,0.2147182837298134,-1.2650639527278222,-1.8183814105386753,-3.5825512147733796,-1.1081749781008159,-1.3740819484747455,-2.3330272053012187,0.9650000331269938,-0.40670763301503343,0.5318230954141199,-1.6025979571522166,-2.554526116342379,-0.7983123706585668,-2.44810313404558,-1.0172671288586954,-0.8869430737566674,-2.6756020553981847,-0.5031542019795351,-0.8786120848227165,-0.3023799246792868,-1.1505369457768309,-1.7516741325485412,-0.8503415637062436,-0.10066439151717423,-0.7451339008051919,-2.729881194150239,-1.6973212825431252,-1.980473411312204,-1.2976896146379846,-2.269724198090168,-0.9586912473611809,-2.3350363709001245,-1.2322268352391155,-0.02738454014098963,-1.0434862865287087,0.38621351756473554,0.8614839358926683,-0.7209707881901852,-0.8749156405255286,-0.9493482589601483,-0.031868858463877985,1.4364536819832556,-2.566551999310174,-1.5342435947272195,-2.188590193723221,0.1939859598176028,-2.9187011220931574,-0.29658577514356727,-2.4849382006515053,-1.906204722391519,-0.6858108232972234,-1.9321656240614278,-2.175738485418258,-2.1365642421086832,-0.08123811631888067,0.6586169602537758,-1.9360895660662074,-1.449953022017317,-0.34653097703396063,-2.1614812977709903,-2.2393256437066515,-0.1741920877162443,0.6381102285183139,-1.2313362115549127,-0.8429654187311983,0.15842503495641613,-1.2621445257943689,0.010134197530854178,-1.5646219543583266,0.6550230979822463,-2.3193153870601786,-2.2150062255179033,-0.43971500905451966,-1.7226936848224448,-0.9804073441262561,-0.43089112300877264,0.02195827791979469,-1.1653344570859607,0.043620903349159905,0.5395862684602156,-0.19319852509038757,-0.997865227058895,-0.6014692169781215,1.4329954233934288,-0.15945020168670462,-1.4002842531633304,-0.86501937777193,-2.1218052714489573,-0.7387399940775911,-1.0013455962368931,0.01972423448277073,-2.485451816382413,-1.5549694403382395,-1.2125153285654415,-1.697112497470625,-1.4578662428719602,-1.0158618568218343,-1.0884062615348227,-1.36082698803925,0.5498939244712157,-1.8968341680455285,-0.8465601660730746,-1.4928177620340584,-2.97113574144422,-2.0683678950381816,1.4515292033925609,-2.1321599480535642,-1.4219330261091336,-1.478123329137343,-1.6042954481446312,-1.0116316964874967,-2.2020777855635925,-1.3475305922126333,-1.1270271705886712,-1.6165652486182553,-0.5223465935540846,0.39526887828863266,-0.2910962839234686,-0.3963787482492575,-0.8005998909487086,-0.4410932558673731,-0.6895647851527771,-1.8216219199227688,-2.083270908558436,-0.7652579810436139,-1.5101921007950112,-0.10423911016273492,-0.8620002946621997,-1.3257630146409844,-2.062139297897919,-1.7697269023977529,0.8945318555537233,0.9682040798868432,-2.656283555470514,-1.9460604709500122,-1.387297789764466,-2.8953935881283805,-0.3577655991405191,-0.1871170292414414,-1.494407823266264,-0.7783018261809223,0.7847859831988996,-1.319083546937275,0.5374518435410832,-1.4622613238873192,-0.8650376546020543,-2.170163531185358,-2.008514319620248,-0.9846329999547165,0.036090521193001386,-0.13650292517739943,-0.04923015229904836,-1.3247265466978353,-0.44007302790229724,-2.5328635908083137,-2.035185592248347,-2.067759604121358,-1.3667459645974684,-1.8875471417670078,-0.7456876209365804,-0.10059810902952344,-1.886106340937451,0.4332402443734445,-1.6924551458432093,-0.3518556065986081,2.7412960314905526,-1.5877714129213245,-2.547915684433172,-1.067491550956877,-2.001303475773889,-1.7087124330752004,-1.2685807320106264,-0.6463533204469937,-2.262800009294272,1.12784314195128,-0.33330994593137886,-1.5021791383942251,-0.08336592649406419,-0.5401889318000697,-1.878655683151284,-2.341168108467632,-0.27977171940857454,-2.0404435163215244,-1.6521131688223372,-0.24179299596555995,0.20417261669715994,-0.8016664814071951,-0.37699797551924913,-1.9229278770465665,0.024302861717921814,0.8920245634064815,-2.0338624984653664,-1.3507665462293186,-2.5749651957866653,-0.8753401841367767,-1.9789903913772462,-2.3741852498765206,-0.1509617851049932,0.14012644766655966,-1.5094553417458303,-0.3656553439071722,-2.3809974543691923,-1.2550954572592217,-0.2580792779813103,0.9361830256739835,-0.3711762460189305,1.3660455473774837,-1.0874492304962664,-0.9777233661984612,-0.5087464010880253,-0.36695371088048884,-1.347894414251718,-0.9496806816115959,-2.3210880555931728,0.07709097625944729,-2.025886181626288,-2.344434584122701,-0.0027426639989921835,-1.664349506927545,-2.4130289451845974,0.3846030818211538,-1.7359049457945497,0.17022613643654536,-1.9948316717656698,-0.42246250897045445,-2.0681165995137287,0.29916510367696936,-1.847643698162053,-1.6868963299220578,-0.45513653298042983,-1.6375285451663677,0.5154446116890159,-0.9585020800781345,-0.8221307657263305,-0.8444560218794666,-0.48594522149523445,-0.4512691781691657,-0.7245872922529173,-0.7172385412309904,-1.1187998013226803,-1.23073192642421,-1.5342513689268698,-0.780170461162409,-1.9952081803573884,-1.0573476996527609,-1.8903574853667242,-1.9014206885747895,-2.79167666820288,-0.6939880280807365,-0.48704085030328587,-0.8192640700572504,-0.2705263711337207,1.702329042999782,-1.4748095672194248,0.5440825433535003,-0.9268962841383326,-0.7177913613792588,-1.3548381586618568,-1.7067030741651663,0.23836768466270072,1.7558843628640934,-1.6638235485237745,-0.35175793401442323,-1.7682913375473683,-0.2916209974381004,-0.32852978136474115,-1.3293062418395647,-0.27794976017947814,-0.2918814728656932,-1.101769256892268,-2.0826785034981503,-1.8125270753015599,-1.2321363045967768,0.6085176978462634,0.5550952946761573,-1.2739789876031644,-0.4105537784822508,-0.3100663170296389,0.9640718830285142,-1.1156344695524714,1.4784693245499667,-0.4427077986869192,-0.05013216905426374,-1.0351325839421965,-2.3344090225951724,-0.4885371894770888,-2.6291275613519756,-1.2476399936564182,-0.4209342483365968,1.611929444387227,-1.864737154946688,-3.1034396452194746,-1.6868304853344214,-0.35159619602673703,-1.3916948210069824,-0.8618625562292037,-1.3136903906150887,-1.5730691230999014,-1.4726820820784026,-2.060462695269721,0.09666481234526075,0.2855173745854632,-0.912083664777032,-0.8019060866833487,0.7003263608523177,-1.3937515039182118,-0.92921655288948,-0.43129135613214,-1.378451241454939,-1.5851317369944231,-1.2880260789598899,-0.7392843856219544,-1.808392238016618,0.06701135689580279,-1.8195606728065974,-0.480224378079329,-0.735987516871017,-0.1336593380957811,-0.4867824068730006,2.023709488902891,-1.0500234494366496,-1.8373821409538902,-0.5498123483559201,-0.21362577495092105,-1.0937866438309065,1.0030059680092085,-0.21256995217821315,-1.5354149486767863,0.03365053008943312,-1.2108086073785527,-0.7135558919790578,0.47425257325386266,-0.677251461914586,-2.367907019612164,-0.8157704405408686,0.3306218095356551,-1.3286153996786059,-1.0581353013539874,-1.467803091644512,-1.9550707897403539,-0.23294821726928827,-0.7815970665051848,0.2271703294857694,-0.17652535964214683,0.5842291887419079,-1.1248859515861647,-2.258749054373297,-1.0636003674212506,-0.9279563217493921,0.5249254164699151,-0.8293903726489532,0.2997219981885513,1.4360458313061166,-2.853294773122619,-0.19632280557285356,-0.12529864075340946,0.2972007348732192,-1.641544674373128,-2.7323991034757023,-0.12740985081621628,-3.430986767093657,0.00451065174687169,-0.23727499253267692,-1.5527432545027704,-0.4926362258837477,0.5013513190724327,-0.5543013777883773,-2.55603195491095,-1.332047400976452,-0.5037984452725954,-1.4234582420199946,0.47004564309793984,-0.19839643750370864,-0.021383340414099377,-1.4416052446451286,-2.102154095823179,0.3300354553434022,0.3907995246665478,-0.6600017471742919,-1.5785130686268274,-0.45949298476041395,-1.7099740147560938,-2.6151081629697326,-0.8518625499019669,-2.915950973102989,0.9313380020883656,-0.7402560470251144,-0.12169421068677548,0.4172167213852696,-0.44618917336978886,0.7795283933387395,-0.29873821189868244,1.3791770986898064,-1.7152809691234048,0.1537903656379516,-1.608969441807303,-2.0778109013982107,-0.8911419976443222,-1.0062329183338703,0.4681196015540524,-1.0130040831124105,-1.5804753970815273,0.451248519109667,-2.230004511881479,-0.641043477900774,-0.5402657540244629,-0.9302711944120414,-0.7850244796558079,-1.3586100410860487,-2.196974711543704,-0.48070206842306373,-1.647108645133935,-0.09524664655516313,-1.6383664811389702,-1.2637358766263844,-1.9979554839417442,-0.9187276590896637,0.8050134943494652,0.01344197873640292,0.12415765291586703,-0.19106636576706046,0.5891031312210087,1.2664362110409482,-1.5505478448180305,0.6061410616692665,-1.8722412786847016,-1.1826451313819635,0.34123389805283694,-0.9116939771713405,-1.339240677031243,-2.27128826072018,1.1610987293481945,0.4665959681214403,-1.2226971104294988,-2.14394636391785,-1.0605436464027689,-1.670329253834187,-1.2125321248608354,-0.7978063228066253,-0.16156005845027335,-1.9493747207606156,-1.7735362851985563,2.694084382414026,1.088845024911711,0.07534490345510676,-1.1947120903454427,4.196083426741176,-0.6331987050053322,0.3306628193965829,-0.05639701600547768,-1.335273151701337,0.13713502797135815,-0.0018576376567827303,-1.1107920945240877,1.1120445419195681,0.16558667555243298,-0.6701795840286637,0.7069897050349975,-2.1204034266637457,-1.3374217031000661,-1.6654502924862198,-1.5941013214576236,0.007039414152457254,-2.1086577166184055,-1.9043206809905093,-1.0905402432621296,0.6065153303087093,-0.1641019781852458,-0.4464852844335985,-2.1310752050507986,0.36524067990228176,0.8394206370110151,-0.10158016098827323,-1.0897559774023224,-1.2703530705144668,-2.01307640988697,0.9593327265078838,-1.2529595785125596,-1.2764619617564974,-1.3697506536111352,0.19090137015772898,-0.4091448423503525,-0.8656960734073316,0.5433019962751684,-0.25328028277987996,-0.08010451198878894,1.8680899735554484,-1.6267729049656634,0.31754441196547956,0.9801396853947305,-0.7674752375389918,0.05083803624743091,0.5252290861747484,-0.9985384292687506,0.6573331116982627,0.23002202630254348,-0.5001450606589274,0.5351191976614709,-0.20490618633422833,-0.2576243846107681,-0.07948247262743363,-1.085583884920961,0.32314102533091377,-1.6105039768353409,-0.20096723547456585,0.18765005529054818,-0.5698026222785242,-1.1185763528118589,1.141865868114173,-1.0337846190734479,-0.3347586853914212,-1.6510741634426294,-1.7866518193377106,-0.7058857252314288,0.4428439305783106,-0.497679958870701,-0.753073580984672,0.33236501327387885,0.3849576617724938,0.26022516424770253,-0.5217624158460689,-2.0754463629811304,-2.3876063810656456,-2.2518027344569536,-1.8685615328098217,1.2611273695624932,0.4859730554246271,0.2532968161829339,-1.7551014036288473,0.8211973022154492,-2.17316110988544,0.17274348577194762,-2.3084342079493374,-1.6390605231685156,-1.45413322987517,0.287545022403461,-0.3161780993189136,-1.2631730445431433,-2.6049688668745037,-0.7835874344143074,0.1859838050417856,1.310724494377399,1.2398623950046237,-0.58673137874534,-0.8046498329067214,0.5967710613990076,-0.2799682211753231,-1.7415074600350262,1.445705424398925,-0.6111026950915475,0.17734197161001092,-1.3202978663880867,-2.133263077777878,0.6245658154265198,-0.16777838672733023,-1.77054104410374,0.07508432018602947,-0.4055077759903819,0.2903760486640613,-0.03573529408085526,-0.00036384140475356346,0.5997390983755261,0.7557483593386106,0.9216737752316517,-0.4968076358056639,-0.3841504320889397,-0.5480933234092676,-0.5718066478043261,0.9923054019414623,-1.4316569517745144,-0.8376606436466866,1.5819459904469755,-1.41199628607781,-2.380595463175433,-0.37507964402681115,-1.2748255590584965,-0.40262394918935174,1.1436492226627681,1.5024759631719204,0.3402509713870113,0.22541811990715016,-1.6611068938350548,-1.3273536896006337,0.34176447306226804,0.5610084877811029,-0.7498980367256325,-0.8749136601678676,-0.42818313844021705,0.4326370007036109,-0.6280634686956426,0.13257750277302086,-0.3651839462626561,-0.9321083693049181,-1.0934208368101224,-0.9016275678779915,-0.9835032954836803,-0.802207789128392,-1.403397752607448,-0.6063319811559346,0.6706527714365459,0.2597012697046475,-1.9703229939080815,-1.339106800360605,-0.9921795030017574,-1.9836920677482817,-2.013926656810926,-1.1069043345359015,0.7368847301539817,-1.261638743912104,0.33110477268663585,-0.707909671909981,-0.4660218594244509,-1.5616530968297262,-0.7192658930023395,-1.832295709571894,-0.14583191421651817,0.5823469308261356,-0.34581258967212464,0.0332333063990967,0.6301424026344302,0.2212414694756227,-0.4824386406200025,-1.6455324980281327,2.0477317194692004,-0.4235496941299035,1.447946262959305,-1.3236343128516175,-0.027310300223395777,-0.6071754879898779,-0.4465625069538606,-2.3085598849274303,-1.6846631118669428,-1.1295600703902982,1.4224314308835266,0.3058301109689745,-1.9064796830215893,0.4413587966459016,-1.2670803613993638,1.383949896972359,0.296040625307885,-2.110333926067023,-0.05756219577537779,-1.9008894843188169,0.3524546993653137,-0.7933045528213265,0.5540081694363604,1.1109904219155604,1.301562013584507,0.41044147841648254,-0.4461811315655718,-1.1391786607283678,-0.5149739835683802,0.5997272740509403,-2.1605178056255294,-1.4204440951761552,-1.652604044759616,-0.5285349949572491,0.03853802003787041,-1.1356188842188109,-0.24532223821901433,-0.42667456935880915,2.7880986685277107,1.2934139265522233,-0.12810030118190704,0.07819951953968808,-1.7983836130637219,-1.4525955907567616,-1.345682675654465,-0.9699249305049032,0.7356204699768245,-0.28581419817672366,-0.5793179525920902,-0.6257451701543079,0.905686387813081,0.9339348640887395,-0.8973465346003427,-0.7332447929680668,0.7332228652922047,-1.6847533725161052,-0.35528644260147935,0.6304533273980912,-0.2825961317980545,-1.1601196086722374,-0.9155239259784849,-1.6708602235373764,0.4039909866443394,-0.7350382581750857,-2.286949765190373,1.0948603549154112,-0.4094453067152951,0.6093911902058105,3.3677212618145167,-0.6333392582359436,-1.0157547245437442,-0.12691767779231367,-0.8843915557029992,-0.30579276041039116,-2.269844475701867,-1.8227429374514386,-0.545916520767091,0.18484933182184546,-0.07368133344749407,0.7892425868913305,-2.053128401185528,-0.19311625773498425,1.0831649225103108,-2.5012764372558416,-1.5895029624933166,-2.3673543572447526,-0.11341921830534263,-0.25835914649873193,-0.2974671905037545,-1.0785295273118156,2.0657556465782894,0.5027837960742351,-0.997148189218846,-1.3061278248212163,-1.1262549002906674,-1.0873959117906913,-0.162913551305196,-1.1782416429583928,-1.2357975337539016,-0.957917666038572,-1.0664969906309394,-1.7763645256868803,0.20816671469253156,0.5351295058466796,1.3219249111611766,-1.283209805346321,-0.8398920893534882,1.0780068386451782,-0.9287016276234806,-1.9991927406941072,-1.3194168831114441,1.2117195335860982,0.14473372941142057,0.7051622069827196,0.2588902200525006,-0.49632057636346366,-0.19044477544527916,1.2469170717272935,-0.5569195981337663,-1.3877991692748697,-0.9877241164066444,0.6753106176236912,-0.7094449080188868,0.3288407498441796,1.812179845459319,-0.20750121258793497,0.673273404620484,-2.4167145814009405,-0.12383924694693288,0.38251204484611845,-0.3761724418965404,-1.4454837421856526,-1.2865715171973486,-0.16499949054477916,-0.8854048980592363,-1.5225670540337752,-0.9490923486414495,0.33890682104675046,-0.6296700596055815,3.579141437840297,-0.16133962953380793,-1.0213875572965654,-0.9637000872109239,-0.6771567462477424,-0.5929921582813195,-1.0330287856119393,-1.1460853044737724,-1.237450673108675,-0.9358413106486326,0.18734976135038933,0.6106344829964219,-1.531641798858774,0.46113803070802983,-1.6112615860013642,0.11025523736176555,-0.8703962584438372,1.5886147552265115,-1.8703939929878979,-1.8738728564100715,-1.8776503105234374,-0.45594318865031697,0.9348805569984233,-0.18104345684171425,-0.7878382228799632,-1.4328883798772063,-0.4548260560151921,0.8088494839962803,-2.0264199770573597,-0.2937494085868436,-0.7713773205103439,0.6511214158567062,-0.8811427832531991,0.46337304606400853,-1.5904439458295991,0.8080243098312588,-1.3287069416025308,0.1561512306291065,1.2861243167664191,-1.7024864123310677,0.4488481921558027,-0.6006607440080904,-0.10988725873260734,2.907988927274272,-1.4682566990229033,-1.430377976929306,0.6122172028903481,0.7767645496080232,-1.9332451831741533,0.9405440728753461,1.0041448406435487,-1.4801245801703475,0.5774718240067565,-1.012188483139262,2.238900487918107,0.03040964498455724,-0.6131058781262587,-0.48438971014679183,-0.05790329118698529,0.6888326506106328,-0.557733911929207,-0.4496017969522228,-1.6192531690845073,0.8384504141430367,0.8351030517863485,0.7277477437090615,-0.13670773840454978,-0.7539676724979885,-2.0443354028452814,-1.4196471156668775,-0.04821871195401499,-0.7986475482844345,1.578815921792687,0.6121793549727595,-1.6109127775075611,0.5725170503125365,-1.1488257424871127,0.6373905031367516,-0.6567701297485121,-1.553720491242195,0.5913093170056157,-1.0479098554606396,0.13066325112093896,0.32131346792983073,-0.10016763297706419,-0.2604083365163295,-0.20988478890947596,0.2622159313322111,-0.8950387384187538,-0.14480195031627976,-0.967866081627049,-0.4467169705188689,-0.5581910538283912,0.14140100670053146,1.5559858159691757,-0.7860801533677082,-2.1428365493010983,0.9328948106545779,0.06125617661656825,0.0845454940272028,-1.104415150394395,0.4408396304953394,-1.589899783382759,-0.5675107811329363,0.7601848710660485,-2.21325161866247,0.0409758167646012,-1.2129463117286279,0.05219550933707669,0.09269970328414544,-0.36901887850643533,-1.4434134126850262,0.9518935946255003,-0.10158050877263869,-1.4350032623217472,-0.9105982107602606,-0.13594922481329735,0.2359027970014007,0.7996673038181851,-0.1898601325000875,3.09697194611259,-0.923554861900039,-1.4799800318537244,-0.133102264976087,-0.019324462784795635,0.18253967264142482,-1.0833381698226128,1.0989438841362924,-0.39655683192451935,-1.1686747357459661,0.6119758693585885,-2.5646449981764703,-1.662087855908174,-0.7465245263639603,0.3490603415900807,-1.312712887190534,-1.7305225816901575,-0.09118363506188648,-1.9216305321291562,-0.7118712252972141,-0.8979024336132956,-1.6423546165582557,-2.043223998830061,-1.72684092378036,-2.206241191821314,-1.3196399039994493,0.16411664777457258,-1.1981294394449329,-2.8762044893559153,-2.3733876831270386,-0.8667666775455372,1.4191472911516168,-0.5257840186515016,-1.9359322288217953,-2.804975382767059,-2.0821264607995196,-1.396868120921189,-2.3374034285279,-1.3079786674185108,-0.9651916728527646,-2.658962679822073,-1.3768701606574836,-0.036216969788037665,0.2106658374157503,-1.9615808782882798,-1.430927680157606,1.3228685620565055,0.3872876883507374,-2.090649969286342,-0.7680906280151423,-2.2015769047372715,-2.402236375623472,-2.155048927918042,-1.2232691148196593,0.10959455135555615,-2.1926424106430407,-2.083561222608895,-3.0113728572374963,3.139982138785214,-1.4678039896135258,-0.9134082282370821,-0.845108125543946,-2.1939580122176956,-0.1688525389683908,-1.9255086244700388,-1.2418337093159848,-1.4358898979980097,-1.7059333732035955,-0.2797076675763314,-1.38865170026155,-1.3350578012351297,-0.7404462213162147,1.351202375377302,-1.493158568879351,-0.6192963573360778,-0.43293932715417566,-0.5551684955986952,-1.2023469290765927,-0.9579325582893785,-1.8408692913593492,-1.3844463760357113,-1.5530818722454172,-1.9938425492215779,-1.2871714828544534,-1.0425442349750285,-0.9069286463712047,-0.0006262378482339446,-2.1677755309825826,-0.3262225013471521,-0.5450698119499028,0.05093053493065063,-1.3639607773229934,-2.6852608120732175,-0.7920456863595884,-1.9954967763783182,-0.42881212027887194,-2.132508843629958,-2.6818367294218786,-1.288881699221973,-2.618813451976204,-0.8185787653999613,-0.08323201509379953,-1.2955849493139506,-0.032672225322370074,0.5207895466472061,0.3735045706097688,0.6299678836401355,-0.6820191594446081,-1.9659474099919823,0.4696082532585314,-1.6653990874505733,-1.5400774654357143,-1.2200106123398708,-0.9171142148086222,-0.25784141169131475,-0.216661312631349,0.8579934951074043,0.13901693172663238,-1.1525272153162083,-0.3395347732509565,-2.4360829239056736,-2.570717006135222,0.0071244740327419485,-0.8313447011627925,-0.5692391478666932,-1.7266901455485166,-2.9515892844136618,-0.40978756714852493,-1.6326050363554307,0.6947261763421902,-0.6688063240801828,-2.2553035629117946,-1.6789883026126784,-1.0197113765895776,-0.22750458724370182,-1.3526678322813135,-2.2689858304136994,-2.1773232682691193,-2.152794614191667,-0.2742869313452539,-1.0757661421681495,-1.8123074194824647,-1.5439482732152592,-1.1274391449212684,-1.3710442267769003,-0.7199655804143338,-2.3679191015537864,-1.7205052762532818,-1.457800148375857,0.8614287501389176,0.11167377521903805,-1.5733815435300351,-2.1106598184287444,-1.5281524203758057,-1.3090599253912012,-1.6703100175285148,-1.5605026431137319,-2.0723524183084123,0.2851312200198769,-0.6129082750884822,0.3404585684137414,-1.691992641777901,-0.6902049021793495,0.41012529586285335,-1.1890349004641414,-0.3596170747434666,-1.7611324838636855,-1.818422999738574,-0.32439263167172666,-0.09780323765703851,2.4876411720044773,0.0841694863487794,-1.8676598274246146,0.18715818901481243,-1.10041357469146,0.448837088810593,-0.28007340309723905,-1.131801886043474,0.7805640204803632,-0.9435596577933456,-1.5373216670314325,-3.294049379631052,-1.9239583833010172,-0.4801494728479629,-0.813469784194513,-1.8180466495861847,-0.2425591458963383,-2.7528522549359105,-0.21389346395886152,-1.4444211835681422,-0.3675850631255641,-2.8539067013091604,0.16070226077573396,-1.0026519886807757,0.5162664595258513,-0.8888779307591285,-0.5009228945931187,-0.6428275329720844,0.4213923750559279,-0.743949101532541,-0.7191404650349471,-2.082872588229063,-2.5605821610799926,0.09809561408043908,-0.6916460813018582,2.1693566094618943,-0.24831396487100404,0.10368612557662214,-0.5063136950559366,-0.2245898656670372,-0.27898461197761726,-0.5853825958071972,-0.8398705081712763,-1.2281149608338138,-2.6168157090400666,-1.7141805109501764,-0.6533449929506902,-2.704067429034171,-1.224297508835416,-1.2759118359662753,-0.9972755497491376,0.28826116998236734,-1.8985638233009272,0.04209456276389873,-1.5450649754372587,-1.1973703091965586,-0.9268552505738173,-0.4499418118616957,-0.055000241979317605,-1.2275814103708995,-2.3237071731402854,-0.7634124687462075,-1.9780091017026324,0.313615432629837,-1.1131423577769908,-0.10430173360021715,-1.3302816382797122,-0.5530555881037341,-0.48565803913388184,-0.3014477842156241,0.6311296170972156,-1.011653924219004,-0.7782860140475315,-0.5151439400174804,-0.7805278882424657,0.16489269060732945,-0.3661922592138392,-2.256555354362349,-2.4901034157210957,-0.8393594136446227,-1.1356003548579439,-0.8964392292198399,0.2349616400143849,-1.274838233327574,-1.45841338586927,-0.6714031933231157,-1.4240914516287633,-0.6460399660148256,-0.2825490108651203,-0.8816791330850112,-0.21471450454920735,0.3098245200821489,-2.0328530349734866,-0.7296638276398618,-1.022303199226613,0.74976991136718,-0.6534774180947169,-1.2168084942217177,1.394919701360646,-0.7638437899104182,-2.2433038492615305,-2.0627321578350175,-1.5125607272430783,-2.184659990315758,-1.0689431285027622,-2.2185323822913245,-1.3517526767303603,1.3069103411954337,-1.7298677117012347,-0.733906703267014,-0.3105793702537002,-2.0947191866016466,-1.329317466230611,0.575984356393557,-0.24209737607682702,-1.1630128566738909,-1.3250258645817663,-0.2592673139687844,-1.5342250585704746,-0.22504049932013617,-0.5108257486569995,-2.5354326577898636,0.4303570859759295,-2.114594277195418,-2.1542447050303015,-1.1409183752381673,-0.6949398667371623,-1.5520589424391529,-2.6623311593457752,-0.5489339844273587,1.1965031575366574,-0.6982544194514861,-0.10501370599988884,-0.6783641219355947,-0.3363756156514538,-0.09147912856850417,-0.6910429702793958,-1.1059785088609067,-0.4687493662587112,-1.0119879450857676,0.907624759561667,-1.8934992360095775,-0.023934670487855397,-0.5130680178175153,-1.330851143943647,-0.09705532212882634,-0.621485047160132,-1.787089208256889,1.4350876081267507,-0.7376855765830007,-0.7202611048945343,-1.0454948209788353,-0.9213945042859363,-1.79393222597703,-0.8240575517375447,1.0651677177704497,-0.11814744673867675,-1.4986388964398945,-0.030826005038606958,0.5701076876612969,-0.1618363227959165,-1.5081816057675947,-0.3702476768209415,-1.6887134684527336,-1.3950311293738906,-1.504175650686235,-1.9775231724997913,-0.8111070022110775,-0.7660665430951343,-1.003205967227566,-0.07256715080018726,-2.4539611309777523,0.1297111997556274,-0.7139139103229499,0.7700011524210042,-1.1873622271429805,-1.6625810333028672,-1.149861756637386,0.6806074562513938,0.3853643256410384,-1.132057898318265,-1.2967781361905182,0.2248926050203738,-1.0245746426133193,0.7261543701776207,-2.239307467582368,-2.0000125518685787,-1.2612511359968555,-0.8533217937860722,-2.4007892971976337,-2.5924390840680807,-0.6723792456521155,-1.761248753001171,-1.9920875521275414,-1.179421718667011,-2.0141121897235457,-1.2602319674523252,-2.1228391538447,-0.2180503066845697,-0.4417820566802295,-1.811312090105848,-0.6447827474659508,-2.9951076589554577,-1.7798565639539257,0.8375262069787232,-0.8181057082113984,-0.2535446825219463,-0.6330160859563496,-1.7128316770970513,-2.3477551702251254,-0.7908546235196253,-2.816916158453894,0.4942549287673996,-1.3944622266551536,-1.846904237911991,-0.982524085430307,0.9663999535275811,-1.6324232296427794,-0.6867032395454478,-1.598157443218907,-1.5068055666746045,-1.4143888486282117,-1.4675892103189563,-2.615355530747816,-1.9776685294496703,0.15428351671870955,0.38502584222966557,-1.7134248222344128,-0.08922748096436103,-2.1713402446778196,-1.4774010960372992,-0.31465388413883894,-0.33383315838544714,-0.7496622933085859,-0.05997445733868327,-0.7918381824476961,-1.0754435255704085,-1.8279120980580446,0.0075569060174360886,-1.3996195415689947,-1.326457116352567,-1.6718311444621357,-1.16976766013418,-2.6148332989704395,-2.48400816331522,-0.9821233271179285,-0.5173230350645012,-0.2945697259726219,-1.8546472635097784,-0.7405543102638567,-1.892676704673438,-1.575965249779845,-0.5146916150459907,-0.15069302721704939,-1.6958220026326196,-1.3409267073531377,-0.8123579347507699,-0.27263684541830524,-0.8870072963252602,2.2910686885009834,-0.9087449408544233,-1.7998205094751933,-0.5112120253876435,0.4128573677693965,0.035216646721424064,-1.5136984509978377,-0.4787199136119313,-2.0426613487120653,-1.6322201289814757,-2.3179799617560533,-0.8568082996896708,0.1740297274010744,-1.8082420193700643,-1.7672252954855021,-1.6763726532488514,-0.6778785279054581,-0.5123138724700598,-2.202158013866784,-0.901576442733387,-1.4153607616272288,-1.7043492412973609,-1.2277736993235446,-0.4157840957689915,-0.5872151963650821,2.096907782447983,-0.9453542679144843,-1.7925196586948087,-0.8164528366043806,-0.8239662251230387,-0.9395119872627168,-2.006229122298334,-1.1028272842904485,-0.9188806776982821,-1.7796668372637925,-1.2781288390642365,-0.8141882149479439,-2.631267121709171,0.2969125434852904,-1.8088047722946292,-2.084450044340808,1.4836702229080547,-2.1900091100787606,-0.37899400319775467,-0.9121866856082242,-1.7334132823600852,-1.1720877183687146,-1.1724017587377746,0.4780914708956579,-0.6090631080451032,-0.9113731820381292,-1.7879017069967444,-1.098946384003159,-0.5660593794016201,-1.6440020289489354,0.7200441132699918,-1.7623496124966278,-0.8425251269103553,-2.7811795976004237,0.1875001917945697,-0.5436629509137734,0.0994734738302424,-2.35163791631083,-2.7967627656429053,0.1344369494616958,-1.5041249839913668,-2.1657063261834257,-1.5782987961323158,-2.437431616815963,-0.30362084551372037,-2.6736239525516594,-1.2836170273514156,-0.2395025664136694,-0.594463593413097,-1.9243615950269768,0.12341394166407063,0.6493255850123859,-1.414427262155335,-2.1171351278464896,-1.3016381765998772,-1.4630380439173722,-1.560419389422309,-1.7791073021559227,-1.6753838471551024,-0.25885649823810136,-1.3682375518829117,-0.899938718054072,-0.08209693368877001,1.554024464290295,-0.5861926193292207,-1.7243899093295656,1.037584609694118,-0.011052643293235197,-0.27233317578173066,0.2398380157578546,0.22088573536619557,-0.07863351810531552,-1.6979821712176588,-2.2833830919977456,-0.15173960813872228,0.48060835801249996,-1.6209945826313992,0.13495652477478826,-0.44734841075001,-1.5360760897025556,-0.223101694774889,0.26805340977010844,-0.7202536868379148,0.6052043513984491,-1.2837941100269294,0.23902937636165897,0.3060603292949891,-0.9975816544327819,-1.9459822359779797,-2.3294306258725106,2.0155851564741583,0.3078356743906757,-0.0021419494423088993,-0.5545024435384833,-1.5692664512235728,-0.486932876764139,0.708650154249422,1.5793098665489897,-0.6802101746040222,-1.7717922446161487,-0.8105427979337132,1.324258791538416,0.4031552452493967,-1.2587994838976804,-1.4116734990819253,-1.6162130779190675,0.5976238968048249,-2.2064515735420165,-1.0133461459333795,-0.5648843530201835,-0.3736541936650879,-0.72702052846078,-0.5435785874293748,-1.182045562277134,-0.6664651289955665,0.4674124302447183,2.469440121659948,-1.0311597233124563,0.7494500962051437,-1.162495481883781,-0.6173360048544291,-1.0709230039186304,-0.14605586810539167,-0.12631062075368824,-1.7549011367481955,-0.1713963370476186,-1.089413004795471,-0.9921346432863363,-1.522806566336901,-0.3213422518613071,-0.3196438531420126,-0.26118744750732664,-0.1369815388244018,-1.7142437520111724,-0.13236948225590892,-0.10712713641342259,-1.7274189624086573,-1.6484758441712701,-1.9886833642650026,-2.1940498192880153,-0.8781298975655433,0.3130132082672242,0.4677062398867032,-1.6639791166756408,-0.9214550700154811,-2.2085848150670575,-1.7860440970204463,-0.3838417055106335,0.08147937312389131,2.20953057412279,-0.6711078707368516,-0.9271742811118134,0.585393473935999,0.07649917326881985,-1.4872815687464163,0.43140063624453673,-0.46142198297064385,-1.2830937358378325,1.1794014684073195,-1.6089729510166635,-0.9290272342024998,0.8627388115781003,0.6431281610051752,0.6193504332701582,-0.308928998020229,-3.1236205133523645,-0.15101862653839357,-0.30525266459886113,-1.0663276871052723,-2.0381838050234,0.3477244580932216,-2.2923593007607557,-1.0190668941426442,-0.6641473211705925,-0.7074683485418481,0.3046190625385606,-0.5700933520212872,-2.250249037699183,2.078929068859819,-2.1038549307750327,-0.6817376503621257,-0.16129468985041348,-0.17460122014581717,-0.799129113890778,-2.073764511332766,-1.3329059736993925,0.06878438928134839,-0.704615606232833,0.08220172765998633,-0.2963333704619722,0.06867613813514585,-0.5404032070423765,-1.3569911778614479,0.9949486616480195,-2.5661066666541683,-1.1331505061840674,-1.5562309929459026,0.16448495473392985,-1.3761567905450502,-0.2676250941195671,-2.064442758824633,-1.6476022672776598,-0.07068718766189212,-0.5068410571357279,-2.492959469963232,-1.7365260774866125,0.37303177075999516,-0.7517881199429858,0.945968492694372,-1.2302185784332282,0.3241136751101062,-1.4454518462865695,0.44846068256606725,-1.8081344522285048,-1.4738206643656444,0.6699774120614771,-0.7070410588971445,-1.4577813617738546,-0.45373145570985496,-2.3434897855708194,-2.0374623665897333,-1.6762895665259359,1.4476117863326416,0.7725569519005722,-0.125503781630704,-1.6202243590315846,0.40436862608189617,-0.9034508057360445,-1.7352163772120657,-0.6276681296614203,-1.4109221672477124,-1.3309022213140034,-1.9998684202382402,0.1922879682882794,-0.6987033076495147,0.6793484931413043,-1.5437416490391824,-0.01700007058073994,-1.237191065573557,-0.6745846908509552,-0.225056444570583,-1.8582300263598326,0.4780494494578195,-1.5619216040615855,0.2661238228971366,-1.8701086694940388,-0.39750685931664176,0.060419008385144066,-0.5632217109170385,-1.2417272986778582,-0.9834409123019702,-0.4935175208394906,-0.8471976836543916,-1.5453043289539115,-0.64130102586001,-0.04271550772365177,0.4472773842249251,0.3451320467643937,-1.9417377209474227,-1.838122359436396,-0.7787793681876247,-0.5164806405614677,1.0247703606285754,0.2860413342965418,-0.06784083136618678,-0.6755893969563093,-1.0545200967615826,-0.5894037124221797,-0.5315939134983863,0.21392475894817262,0.04877924700652786,-1.0955563384433602,-0.20787820214724984,-1.4454873558683319,-0.6889986281851616,-0.7154402558522703,-1.5878365130066099,0.5805022050120383,-1.5364925584468625,-1.660975149845601,-1.5701508399263515,-1.077748248723193,-1.4632070648205244,0.07318852142723514,0.8377268385426776,0.05817857237466615,-0.4888168069474473,0.5613193039967906,-0.36767446260516745,-1.1046183860640144,2.0670528761848543,0.09401862617041905,-1.1704803425437984,-1.727678230887403,-1.4751157562011321,0.35066125474861437,-0.5783380390715888,0.5865336689887836,-0.6603822900180993,-0.4570295962349233,0.015923914471724553,-0.30089710552012583,-1.1555320533631588,0.8420081614774351,-1.7541670080770804,-1.9744416277286432,-1.1368674982492235,-2.2441018286537253,0.14364018608723858,0.10425287615927602,-1.4248726992896392,0.16701168534642644,-2.102061199175856,0.8690783020368215,-1.4102516836449654,-2.1453584227761,1.3131566525650098,-0.4310512774108434,0.23354188194998823,-0.3782868352136664,-1.22843568064209,0.4879759451997832,1.3992587315877123,1.1151930703755437,-0.44935064907002614,-0.9195911933044149,0.6206202502345899,-2.1948800495791785,-1.0184754224202643,0.5913865578806092,-0.47417090659994354,-0.2296770124962479,3.061145984541674,-1.5182415703292267,-1.981384177113563,1.6603245358896401,-1.7438366628050357,1.111489518755572,1.4690537343698662,-0.5562557881364697,0.6638384417060087,-0.6187037779656277,-1.8738769780505145,-1.1600259528391272,0.2966163949505244,0.9358230244426204,-1.0337391695820495,-0.986917104643042,-0.9742726964765169,1.3049236758294893,-0.2222843387605552,0.7734204534929486,-1.0782847632898065,0.7628502013521713,0.13074786049698758,-2.1773859195310417,-1.3743655606238414,-0.39875528137680183,1.7721369525057014,1.5144827152355984,0.8294836904973433,-0.30413163018949774,0.7432255392102325,0.7170693657629666,-0.24261027798020438,-0.4474126324442721,1.5465365955077137,-2.920657309903626,-1.845172693283535,-0.6443188416780385,-0.03666279259520306,-0.924730163797192,-0.35458944295473377,-1.0390691226122601,-1.8237721986974411,1.1661982621367237,0.4176024608807725,2.616285486240393,-0.06263721891781075,-1.3505609025827408,-1.5716684791734143,-1.6158036355634784,0.39049539489585733,0.9195408439144581,1.5870531957415699,-1.6939375785437258,0.3893441124602716,-1.5229751355964465,-0.5968922019741738,-1.4401960641681508,-1.5967786167803744,0.4632933363958879,0.36219465516050586,-2.045546025344375,1.2414980168761756,0.9253784256946368,0.4006536824789554,-1.6337299806093537,-1.8296530383463918,0.642274715621262,-0.09843544784832918,0.3732538413630236,-1.4436662748341296,0.7109854074905048,0.9473335189205147,-1.5251054037896412,-0.04266243806292017,-1.1289207970552764,0.16760483263915013,-0.06607479057471659,0.08157400781918409,-2.2075682482540637,-1.727270658002049,-0.22065136961650403,0.7553464269383601,-1.899607557899222,-0.2263743121533056,-0.27251794367320126,0.8814275753264775,1.8642669175753839,-0.2643755579616782,-0.7333990514154519,0.49503249418627976,1.0890838853440865,1.5274744342260693,-0.671609128220251,0.6577209350877207,-0.9581961204720666,-0.16750011598124243,1.1481271430288607,-0.2359478639683692,-0.4801357453894978,0.17095575525733817,-2.081772128165924,-1.7391054720437067,-0.031165872738513335,-1.3504700203297189,0.8869028456320566,1.485757945596763,0.7944682106686655,1.2080913807731348,-0.5218504885451772,-0.6966738696755749,-0.02440842652213942,0.11428962526799481,-1.442318832569156,-0.7408234719744942,-0.7599116720166984,-1.1735275810577603,-1.7542404455412044,0.35110943645312737,-2.8884216658442043,-1.028504008380119,-1.2797457301460862,0.14012970186861662,-1.5360155264758708,-2.560689518286272,0.4420385489752658,0.5766087227652761,-1.4531615359864396,0.17321662574285446,-0.7222171671649745,-0.19500613686719692,0.4239241848206266,-0.05696291930511078,0.2702893983793703,-0.3142644324068535,-1.282039945049166,0.6850065010591649,0.7219680747465983,-0.9563073972617253,-0.260418810870059,-1.7280136269789692,1.032481860836001,-2.008619273148089,-0.8037772350599587,-0.7536076774421443,-0.5236173755548622,-0.005939367818946099,0.0995854297771151,-0.17634222542469485,-1.6142176817812373,-1.345163251772541,-0.899638475055224,-1.303164789126863,0.6173761121889902,-3.416831088324007,-0.9748356051791589,-0.032212602295203695,-1.843423943524348,-1.0546058428696528,1.7325743713346018,-0.878110341667133,0.23634432469844205,0.8167605746492191,-0.8984968488890178,0.23497271985034726,-0.5469087668187697,-0.14787277888080622,0.13378197281806498,-1.313875466712822,-2.175883287155191,0.790059191989112,0.039274056252728215,-0.45031584309077044,0.15579443824191652,-0.37535121598805926,-0.6937572573209443,0.8696068180542548,1.0326335049803794,-1.8586191441556854,-0.7247940753621682,-0.14136575495131892,-0.6064155556426406,-1.1769811940771637,-1.0836152411829296,-1.7092780575024977,0.938936888175853,-1.9638689251720434,-0.47614099324394776,-0.3610862194095447,1.0391310719652809,-0.08671189629771324,-1.0693607079659053,-0.043671210296944436,0.6568932485105319,0.6500658111546173,0.3505441585666258,-1.6001230738551206,-1.5997589943939121,-1.2543337793337537,-1.0602684847377037,1.2345692486420443,-1.4574688118965093,-1.211794225579324,1.5412425840800166,0.11785785491297164,0.45196508549475056,-0.6507124894753796,0.18909453492979653,-0.6068176072387108,-0.18159653920265498,-0.7261202242910463,-0.7318583216659769,-0.27877050594504466,1.4800647265138227,-1.4511465137525108,-1.2980430262516043,-0.27402499345806075,-1.5107219890895693,-1.9293711958009558,-0.5860829820545841,-0.8633040340943519,0.11469728535194425,-0.2068778990128386,-1.2402449088228331,-0.1336886554725588,-0.35470497773225307,0.2597416241632332,0.6082161371908971,-1.2712193145204274,-1.0753269088180044,-1.9076754998566985,1.1035542371514206,0.5671524670064655,-1.8068221745025752,-0.08911604551583566,-0.46582800505770355,1.2946676841160132,3.505432850970827,0.08309836140965532,-2.1077409402465452,-2.5151282249945877,-1.6323916324075896,-0.49452366489170213,0.2581044663888006,-1.1870508400043553,-0.46105812041523875,-0.09619363320240722,0.24440393585900616,0.3180409299892478,1.3552452180748595,-0.8095108759749801,0.48000297946902526,-1.0911447286515705,-1.9674549479267132,-1.3877447985094042,-1.3812933133539673,-1.918388772084674,-0.18851135595459143,-0.8310724819549087,-1.5246166895031612,0.8836793952003069,0.7083353211172803,-0.25349974597458746,-0.019387343464822123,-0.23359742692197363,-1.9067177930108017,-0.6999504381693836,-0.9858310416228485,-2.02949862226571,-2.131571433929134,-1.4581104502683198,-0.4565730819495272,-0.23443916790750768,-1.2935327248654778,-3.11794332826273,-1.5463293603853026,-2.6270046910372917,-0.5147474604195622,-1.34977500938973,-1.9180325836056566,-1.5029368180892333,-1.0875846552794153,-1.5999885023371785,0.1074477904237036,-1.3238967545273292,0.2556037584716151,0.04140279377568653,-2.7525990237168814,-2.351578509046789,-0.7840668862206741,-3.1601193303666193,-3.0570238023877634,-1.7220418097467476,-1.3876008971106149,-1.762251956742426,-2.6125263193674524,-0.49138403831742355,-2.025464630719758,-1.92724502526202,-0.11297713668857434,-1.3947052623005058,-2.0128425790845363,-1.587106776556821,0.027642418545032976,-2.177808542783181,-0.2693874187655808,-1.176538083393817,-0.30060130273617136,-1.8936063218775738,-1.9861124854652785,-0.06534012417411159,-1.1728783696727398,-1.5699958535928222,-2.5180656789788247,-1.7960221521739514,-0.352700209284714,-1.6583645941434684,-1.683648747364704,-1.6725853572793812,0.7007416719325483,-2.9527841554023917,-0.27085854080780564,-0.7024105261414862,-0.5304798740911333,-0.7791305773497739,-0.4317725866398416,-1.2361468301388112,0.5987959027295765,-0.6970270826467061,-0.3130034601167754,0.9087320184133876,-1.3937415560473774,2.147665823224681,-1.3230442590713283,-0.7664589714874795,-0.34673192568534494,-1.6771980510430011,-2.2650960653029633,-0.3113046919047764,-1.0945389190283885,-0.11125199337655069,-1.2501027945180025,-0.2394498711512253,-0.7640164898502269,-1.5892318153492733,0.1915720534196979,0.20873963301040357,-1.910028899792278,-1.3484331072964006,0.13987013078797425,-0.1654591249254433,-2.8216266299418638,-1.9713158013993666,-0.4548025318579839,-0.8068553079721532,-0.1353070615526262,-2.731510377028504,0.6532421684564377,-1.8920245107179905,-0.7965423811937296,-1.3660659832624307,-1.0085771651560314,-0.07023259834972206,-1.6353623961585841,0.44941678057140166,-1.5883260933576602,-2.02165549955741,-1.6575933076851181,-0.7848820469608919,-1.3925926903940058,-0.6776967705028506,-2.0054117498988315,-1.3532289469365149,-2.304070878771566,-2.7772586530477024,-0.8809190699761061,0.6369048207962713,-2.291515060180286,-0.6276554381922881,-2.67148455729068,-2.091269496860664,-1.6681040231516684,-2.012245910908594,-1.6017012651098546,-1.7022310611368556,-1.1938859119663547,-0.9188980107570954,-2.0092847356233485,-0.35409410344909775,-2.7187427933394277,-1.5445166252584321,0.13303834971335862,-2.091777341687499,-0.54031610317566,-0.6859053652513879,-0.8229828548801613,0.671607871873061,0.32002528450229256,-0.5867219770840332,-0.010226447412637984,-0.4246248584140839,-1.504162374626658,-2.03204223676263,-0.185440102897167,-0.6082053996397134,-1.6427873234914117,-1.0662235195108374,-0.22270222025090822,-0.8787107781578994,-0.6416234963107587,-1.3477294499155417,-0.12364709184309651,-1.2491899969026337,-2.7008023098865066,-1.000040214968313,-2.4699897740578756,-1.4220629291356865,0.6550978668061848,-2.1441624457232527,-0.7597916049274878,-2.0774857827938225,-0.6150852361439781,-1.7535416738132361,-1.059456283789049,-0.28995276685749793,-0.8239399387381718,-0.7217333653970187,-1.651918205380671,-2.8666271015853915,-0.20706293683014365,-2.295679709870138,-0.4525231119314432,1.1559762189939464,-1.1004392982386457,-0.6750937263564696,-2.023774937347007,-0.7131638109130793,0.0017932357898341373,0.11139143438735503,0.012894557096762757,-1.400002949944243,-2.4004618084896863,-0.12410699014420443,-0.8809929929731902,-2.184947129412399,-2.11307508471205,-0.48564333398864473,-2.7425169843068335,-1.1556000961587758,0.309553767065321,-1.5151688182072653,-1.591336433018527,0.11528672253370531,-1.593810442263738,-0.17261452198609883,-1.316699884494561,-1.1429911866448257,-0.5730338041715181,-1.8661597401722434,-3.0126737773389722,-1.0947003003654514,-0.1278650974226216,-2.7753974619387978,-1.7950747833735377,0.7219988287383877,-0.6644249578089635,-2.172158891345753,0.6333446235704457,0.7157960571596155,-1.6475052006389945,-0.8880738549710545,-1.223000530292706,-0.11741876440678667,-1.7918115513126522,-2.1443012219739948,0.30086566831735684,-2.1261986405303763,0.6505829935847194,-1.4454107542321546,2.753948594926425,0.4525141422279747,-1.9535732012674927,-0.7180852355683068,0.20749557473182015,-0.0939954933318987,-0.8516205810706161,-1.8728476449367575,0.2186279491486284,0.06759606847302475,-0.5023168914954151,-1.7990677723963628,-1.5308614414763468,-1.7728414903185303,-1.6625306233671735,-1.0444089679654398,0.15662144911913248,-2.729272132917923,-0.6920524853758752,-0.9151552185210906,-0.76435890586853,-0.7719598147686357,-0.09165769924379658,-0.21497927440665474,0.12109221014599207,-0.8435306556430038,-1.3086093987508147,-3.0563710842604306,-1.3886455382406657,-1.204686337926696,0.04391750172906367,-1.8140308721086165,-1.0784194344115858,-1.2137074343726157,-1.1102879903660134,-0.0885272871600861,1.7516177670330924,-2.488578336340107,-0.4947348102418644,-0.16045886750117044,-0.8475812157788599,-2.757867903237988,0.5713192521647692,-0.5452062402446937,-0.6578946662517935,-2.0772295465573447,-0.4416270194086569,-0.0839673814768263,-0.22625332247151334,-1.0109697908714417,-1.748571570272384,-1.587321754959452,-2.4394374924664697,0.21348122864564723,-0.7534506194695932,-0.7720886133139827,-0.8569947443835325,-0.345265492919182,-1.9882673948694147,-0.7004466080217754,-0.9183427089698042,-1.2853802190013772,-1.8511871432340488,-0.5092768457532836,1.5808985594011802,-2.323555894037975,1.2412610653547242],\"type\":\"scatter3d\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"scene\":{\"domain\":{\"x\":[0.0,1.0],\"y\":[0.0,1.0]},\"xaxis\":{\"title\":{\"text\":\"0\"}},\"yaxis\":{\"title\":{\"text\":\"1\"}},\"zaxis\":{\"title\":{\"text\":\"2\"}}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('1789ea4f-3db1-4cea-ad64-302212dfce1e');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "px.scatter_3d(data_frame=PCA_df, x = 0, y=1,z=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll use the elbow method to find the optimal number of clusters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "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>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-3.002798</td>\n",
       "      <td>2.568436</td>\n",
       "      <td>0.435735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-1.568821</td>\n",
       "      <td>2.566579</td>\n",
       "      <td>1.360710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-0.861567</td>\n",
       "      <td>2.371619</td>\n",
       "      <td>0.488412</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-0.719786</td>\n",
       "      <td>2.132869</td>\n",
       "      <td>1.624001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-1.152766</td>\n",
       "      <td>1.944855</td>\n",
       "      <td>0.834273</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7038</th>\n",
       "      <td>0.869339</td>\n",
       "      <td>1.025794</td>\n",
       "      <td>-1.851187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7039</th>\n",
       "      <td>-0.087797</td>\n",
       "      <td>1.153038</td>\n",
       "      <td>-0.509277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7040</th>\n",
       "      <td>5.552551</td>\n",
       "      <td>2.150479</td>\n",
       "      <td>1.580899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7041</th>\n",
       "      <td>-1.501072</td>\n",
       "      <td>0.724941</td>\n",
       "      <td>-2.323556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042</th>\n",
       "      <td>2.054742</td>\n",
       "      <td>1.791835</td>\n",
       "      <td>1.241261</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7043 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             0         1         2\n",
       "0    -3.002798  2.568436  0.435735\n",
       "1    -1.568821  2.566579  1.360710\n",
       "2    -0.861567  2.371619  0.488412\n",
       "3    -0.719786  2.132869  1.624001\n",
       "4    -1.152766  1.944855  0.834273\n",
       "...        ...       ...       ...\n",
       "7038  0.869339  1.025794 -1.851187\n",
       "7039 -0.087797  1.153038 -0.509277\n",
       "7040  5.552551  2.150479  1.580899\n",
       "7041 -1.501072  0.724941 -2.323556\n",
       "7042  2.054742  1.791835  1.241261\n",
       "\n",
       "[7043 rows x 3 columns]"
      ]
     },
     "execution_count": 166,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "PCA_df.iloc[:,:3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5709.105603899089]\n",
      "[5709.105603899089, 5708.541047641851]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135, 5708.822283386173]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135, 5708.822283386173, 5708.796750021083]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135, 5708.822283386173, 5708.796750021083, 5708.749756372484]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135, 5708.822283386173, 5708.796750021083, 5708.749756372484, 5709.300967922038]\n",
      "[5709.105603899089, 5708.541047641851, 5708.782658930277, 5709.07609575194, 5708.500786915135, 5708.822283386173, 5708.796750021083, 5708.749756372484, 5709.300967922038, 5708.750161567896]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def Kmeans(df):\n",
    "    inertias=[]\n",
    "    for i in range(pca.n_components):\n",
    "        kmeans=KMeans()\n",
    "        kmeans.fit(df)\n",
    "        inertias.append(kmeans.inertia_)\n",
    "        print(inertias)\n",
    "    plt.figure(figsize=(6,6))\n",
    "    plt.plot(range(pca.n_components),inertias,'o-')\n",
    "    plt.show()\n",
    "Kmeans(PCA_df.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5708.7335607261075]\n",
      "[5708.7335607261075, 5708.650917044933]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277, 5708.478906004013]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277, 5708.478906004013, 5709.049915945705]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277, 5708.478906004013, 5709.049915945705, 5709.366945808375]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277, 5708.478906004013, 5709.049915945705, 5709.366945808375, 5708.833673474323]\n",
      "[5708.7335607261075, 5708.650917044933, 5710.418005174987, 5709.009651013699, 5708.782658930277, 5708.478906004013, 5709.049915945705, 5709.366945808375, 5708.833673474323, 5708.796255718321]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "Kmeans(PCA_df.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Since the results are wildly different, kmeans is not a viable algorithm for this task, we'll use DBSACN instead"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$x_2$')"
      ]
     },
     "execution_count": 169,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dbscan_cluster = DBSCAN()\n",
    "dbscan_cluster.fit(PCA_df.iloc[:,:2])\n",
    "plt.scatter(PCA_df[0], \n",
    "PCA_df[1], \n",
    "c=dbscan_cluster.labels_)\n",
    "plt.xlabel(\"$x_1$\")\n",
    "plt.ylabel(\"$x_2$\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We use nearest neighbors to find the optimal epsilon:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: kneed in c:\\users\\lenovo\\anaconda3\\lib\\site-packages (0.8.1)\n",
      "Requirement already satisfied: scipy>=1.0.0 in c:\\users\\lenovo\\anaconda3\\lib\\site-packages (from kneed) (1.7.3)\n",
      "Requirement already satisfied: numpy>=1.14.2 in c:\\users\\lenovo\\anaconda3\\lib\\site-packages (from kneed) (1.21.5)\n"
     ]
    }
   ],
   "source": [
    "!pip install kneed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.2529010193432564\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 360x360 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def finding_steep(min_point,new_df):\n",
    "    from sklearn.neighbors import NearestNeighbors\n",
    "    n_neighbors=NearestNeighbors(n_neighbors=min_point)\n",
    "    neighbors = n_neighbors.fit(new_df.iloc[:,:2])\n",
    "    distances, indices = neighbors.kneighbors(new_df.iloc[:,:2])\n",
    "    distances = np.sort(distances[:,n_neighbors.n_neighbors-1], axis=0)\n",
    "    fig = plt.figure(figsize=(5, 5))\n",
    "    plt.plot(distances)\n",
    "    plt.xlabel(\"Points\")\n",
    "    plt.ylabel(\"Distance\")\n",
    "    from kneed import KneeLocator\n",
    "    i = np.arange(len(distances))\n",
    "    knee = KneeLocator(i, distances, S=1, curve='convex', direction='increasing', interp_method='polynomial')\n",
    "    fig = plt.figure(figsize=(5, 5))\n",
    "    knee.plot_knee()\n",
    "    plt.xlabel(\"Points\")\n",
    "    plt.ylabel(\"Distance\")\n",
    "    print(distances[knee.knee])\n",
    "finding_steep(15,PCA_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 172,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DBSCAN(eps=0.252, min_samples=12)"
      ]
     },
     "execution_count": 172,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dbscan_cluster = DBSCAN(eps=0.252,min_samples=12)\n",
    "dbscan_cluster.fit(PCA_df.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$x_2$')"
      ]
     },
     "execution_count": 173,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df[0], \n",
    "PCA_df[1], \n",
    "c=dbscan_cluster.labels_)\n",
    "plt.xlabel(\"$x_1$\")\n",
    "plt.ylabel(\"$x_2$\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Even the density clusters are inconclusive, to interpret the results, we'll take a number of clusters that minimizes inertia in both of the given Kmeans charts, that's 3:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "kmeans = KMeans(n_clusters=3, random_state=42) \n",
    "kmeans.fit(PCA_df.iloc[:,:2])\n",
    "kmeans.labels_.shape\n",
    "centroids=kmeans.cluster_centers_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df[0], PCA_df[1], c= kmeans.labels_.astype(float), s=50, alpha=0.5)\n",
    "plt.scatter(centroids[:, 0], centroids[:, 1], c='red', s=50)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we include the categorical columns and do the analysis all over again:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {
    "scrolled": true
   },
   "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>Customer ID</th>\n",
       "      <th>Referred a Friend</th>\n",
       "      <th>Number of Referrals</th>\n",
       "      <th>Tenure in Months</th>\n",
       "      <th>Offer</th>\n",
       "      <th>Phone Service</th>\n",
       "      <th>Avg Monthly Long Distance Charges</th>\n",
       "      <th>Multiple Lines</th>\n",
       "      <th>Internet Service</th>\n",
       "      <th>Internet Type</th>\n",
       "      <th>...</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Population</th>\n",
       "      <th>Churn Value</th>\n",
       "      <th>CLTV</th>\n",
       "      <th>Churn Category</th>\n",
       "      <th>Churn Reason</th>\n",
       "      <th>Total Customer Svc Requests</th>\n",
       "      <th>Product/Service Issues Reported</th>\n",
       "      <th>Customer Satisfaction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.023810</td>\n",
       "      <td>-118.156582</td>\n",
       "      <td>68701</td>\n",
       "      <td>1</td>\n",
       "      <td>5433</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>48.85</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>34.044271</td>\n",
       "      <td>-118.185237</td>\n",
       "      <td>55668</td>\n",
       "      <td>1</td>\n",
       "      <td>5302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>11.33</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.108833</td>\n",
       "      <td>-118.229715</td>\n",
       "      <td>47534</td>\n",
       "      <td>1</td>\n",
       "      <td>3179</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>25</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>19.76</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>33.936291</td>\n",
       "      <td>-118.332639</td>\n",
       "      <td>27778</td>\n",
       "      <td>1</td>\n",
       "      <td>5337</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>2.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>37</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>6.33</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>33.972119</td>\n",
       "      <td>-118.020188</td>\n",
       "      <td>26265</td>\n",
       "      <td>1</td>\n",
       "      <td>2793</td>\n",
       "      <td>2.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2.000000</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7038</th>\n",
       "      <td>7038</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>72</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>22.77</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>...</td>\n",
       "      <td>34.341737</td>\n",
       "      <td>-116.539416</td>\n",
       "      <td>2182</td>\n",
       "      <td>0</td>\n",
       "      <td>5306</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7039</th>\n",
       "      <td>7039</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>24</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>36.05</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>34.667815</td>\n",
       "      <td>-117.536183</td>\n",
       "      <td>18980</td>\n",
       "      <td>0</td>\n",
       "      <td>2140</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7040</th>\n",
       "      <td>7040</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "      <td>72</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>29.66</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>34.559882</td>\n",
       "      <td>-115.637164</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>5560</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>4.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7041</th>\n",
       "      <td>7041</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>...</td>\n",
       "      <td>34.167800</td>\n",
       "      <td>-116.864330</td>\n",
       "      <td>301</td>\n",
       "      <td>0</td>\n",
       "      <td>2793</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7042</th>\n",
       "      <td>7042</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>66</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>30.96</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>34.424926</td>\n",
       "      <td>-117.184503</td>\n",
       "      <td>28819</td>\n",
       "      <td>0</td>\n",
       "      <td>5097</td>\n",
       "      <td>5.0</td>\n",
       "      <td>19</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "      <td>3.005453</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7043 rows × 46 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      Customer ID  Referred a Friend  Number of Referrals  Tenure in Months  \\\n",
       "0               0                  0                    0                 1   \n",
       "1               1                  1                    1                 8   \n",
       "2               2                  0                    0                18   \n",
       "3               3                  1                    1                25   \n",
       "4               4                  1                    1                37   \n",
       "...           ...                ...                  ...               ...   \n",
       "7038         7038                  0                    0                72   \n",
       "7039         7039                  1                    1                24   \n",
       "7040         7040                  1                    4                72   \n",
       "7041         7041                  1                    1                11   \n",
       "7042         7042                  0                    0                66   \n",
       "\n",
       "      Offer  Phone Service  Avg Monthly Long Distance Charges  Multiple Lines  \\\n",
       "0         0              0                               0.00               0   \n",
       "1         1              1                              48.85               1   \n",
       "2         2              1                              11.33               1   \n",
       "3         3              1                              19.76               0   \n",
       "4         3              1                               6.33               1   \n",
       "...     ...            ...                                ...             ...   \n",
       "7038      0              1                              22.77               0   \n",
       "7039      3              1                              36.05               1   \n",
       "7040      0              1                              29.66               1   \n",
       "7041      0              0                               0.00               0   \n",
       "7042      0              1                              30.96               0   \n",
       "\n",
       "      Internet Service  Internet Type  ...   Latitude   Longitude  Population  \\\n",
       "0                    0              0  ...  34.023810 -118.156582       68701   \n",
       "1                    0              1  ...  34.044271 -118.185237       55668   \n",
       "2                    0              0  ...  34.108833 -118.229715       47534   \n",
       "3                    0              0  ...  33.936291 -118.332639       27778   \n",
       "4                    0              1  ...  33.972119 -118.020188       26265   \n",
       "...                ...            ...  ...        ...         ...         ...   \n",
       "7038                 1              3  ...  34.341737 -116.539416        2182   \n",
       "7039                 0              2  ...  34.667815 -117.536183       18980   \n",
       "7040                 0              1  ...  34.559882 -115.637164          42   \n",
       "7041                 0              2  ...  34.167800 -116.864330         301   \n",
       "7042                 0              0  ...  34.424926 -117.184503       28819   \n",
       "\n",
       "      Churn Value  CLTV  Churn Category  Churn Reason  \\\n",
       "0               1  5433             0.0             0   \n",
       "1               1  5302             0.0             1   \n",
       "2               1  3179             0.0             1   \n",
       "3               1  5337             1.0             2   \n",
       "4               1  2793             2.0             3   \n",
       "...           ...   ...             ...           ...   \n",
       "7038            0  5306             5.0            19   \n",
       "7039            0  2140             5.0            19   \n",
       "7040            0  5560             5.0            19   \n",
       "7041            0  2793             5.0            19   \n",
       "7042            0  5097             5.0            19   \n",
       "\n",
       "      Total Customer Svc Requests  Product/Service Issues Reported  \\\n",
       "0                               5                                0   \n",
       "1                               5                                0   \n",
       "2                               1                                0   \n",
       "3                               1                                1   \n",
       "4                               1                                0   \n",
       "...                           ...                              ...   \n",
       "7038                            0                                0   \n",
       "7039                            2                                0   \n",
       "7040                            2                                0   \n",
       "7041                            0                                0   \n",
       "7042                            1                                2   \n",
       "\n",
       "      Customer Satisfaction  \n",
       "0                  3.005453  \n",
       "1                  3.005453  \n",
       "2                  3.005453  \n",
       "3                  2.000000  \n",
       "4                  2.000000  \n",
       "...                     ...  \n",
       "7038               3.005453  \n",
       "7039               3.005453  \n",
       "7040               4.000000  \n",
       "7041               3.005453  \n",
       "7042               3.005453  \n",
       "\n",
       "[7043 rows x 46 columns]"
      ]
     },
     "execution_count": 176,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in df.columns:\n",
    "    df[i].fillna(value=df[i].mean(), inplace=True)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 177,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.drop(columns=['Customer ID'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7043, 45)"
      ]
     },
     "execution_count": 178,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.preprocessing import StandardScaler\n",
    "scaled = StandardScaler().fit_transform(df)\n",
    "scaled.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7043, 10)"
      ]
     },
     "execution_count": 179,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pca1=PCA(n_components=10)\n",
    "reduced_data=pca1.fit_transform(scaled)\n",
    "reduced_data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "features = range(pca1.n_components_)\n",
    "plt.bar(features, pca1.explained_variance_ratio_, color='black')\n",
    "plt.xlabel('PCA features')\n",
    "plt.ylabel('variance %')\n",
    "PCA_df1=pd.DataFrame(reduced_data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This variance chart seems to be similar to the non categorical variance chart"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x239c7535c10>"
      ]
     },
     "execution_count": 181,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df1[0],PCA_df1[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYAAAAFUCAYAAAAtaOuGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAClMUlEQVR4nOy9d5xsaVng/31PqlzV1TndHObOnZyYwAyMwgCCgICKLgYUEdMuLGvgZ1x1kUWRVUFBXbMrQQXBIc4QBibncHMOnVPlcOL7++NU1a3u2/l23+6+fb6fT306VJ1T51Sd8zzP+0QhpSQgICAgYPOhrPUBBAQEBASsDYECCAgICNikBAogICAgYJMSKICAgICATUqgAAICAgI2KYECCAgICNikaGt9ACtMkNMaEBAQMB0x1xPBCiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgkxIogICAgIBNSqAAAgICAjYpgQIICAgI2KQECiAgICBgk6Kt9QEEBASsHFLKxs+5Hp7noaoqmqYhhGg8AjYfgQIICFiHNAvsmX97njfr782vn2ufdUGv6zqe5zWeqysBRVFQVTVQCpuEQAEEBKwis1ng9f/XhfdMIZ7JZNB1nWg0uuD+60K62ZJfjOCuC/n6sQCcPHmScDhMT09PY5+qqqIoSrBSuEIJFEBAwAIs1q0y2+9z7W+mIG0W5LlcjlgsRiKRWN0Tm+W9FUVBUZTGsTuOc9FrA6Vw5RAogIBNw1IE+UyrfDZefPFFrrvuumkCtM6lCse1FqqzndNcSsG2bRRFIRKJBEphgxEogIANx1y+8brgBhoCvFgsIoQgFAot2j++WLeK4zho2pVzC822MmlmLqUwPj6Obdts27at8f/6SiJYKaxvrpyrN2DDMZdvfD5LfCmBTiEEY2NjhMNhurq6AiG0CtQ/z7qwhwvf4cyVQqAU1h+BAgi4JOayxOv/8zzvIv84MC0DZWJiAlVVSafTC/rHlyo46kIpEDSXj7lWCrMphVwuR1tbW6AU1ohAAQQAC/vHbdtu3JiL8Y/X9zWXf7xZMFuWhaqqqKq6WqcXsMosJLTnUgqHDx/mjjvumPbaYKVw+QgUwBXGfIJ8pn98NvfKbDealJIXX3yRa665Bl3XG/9fqZszuLnXBwvFAObbbjk0u4+a9xW4jy4fgQJYpyy1EKhYLCKlnDd3fDmBzjrNKYIbjeUKqLVktYXbcoX9arNY95HneRQKhcB9dIkECmAVWYx/fDZLvNk/vhD1Cz6bzSKEIB6Pb8ibYLWE9Eb8LDYaq61MZlMKjuNw/PhxUqnUtNcGK4WlESiAJZLP57Ftm2QyuaT88eZAJyzeP75YZtvXSiKECIT0ZWKtVizrdVUwF833CgTuo+UQKIAl8q//+q+Mj4/zcz/3c8D8grz5QrNtG9d1Vy3QKYRY0sphOfsPCJiL9XB9LNZ9JISgUCjQ0tKy6ZVCoACWiKqqOI6zZEG+mhb05dg/rK6bZjWVV8DqshYrlsWuVuZSCgcOHJiWfVRXAM2rhZnbXYkECmCJaJq2KYXVRr4RVlNAbTS3yZXCpXzui80+2gxKIVAAS6S+Algql8NFs1FXAKvJlXSzXiqe52HbNrZto2kaiUTiIst4uWmgG/1zXor7qP6cYRgbXikECmCJLHcFsNFdQKud5bERlctaUU82sCwLx3GwLAvbthu/O46DbduN3+sIIdB1vVHLUSqV0HWdVCpFS0vLsgybteJyKJ25lEK5XObYsWPccMMNjec36kohUABL5FJWABtZAcDGXAGsd+oWZt0yt22bYrGIaZrkcrlpAt513cZ2iqI0hHnzI5FIXPS/2QRR/f+WZZHNZsnlcoyPjzM+Pt5QCKlUimQyuah411oIu7V8z+YMpI3sPgoUwBLRNG1dKoDVZr1duEvhcn3u9ZYZi3nUhbkQfn99wzDQdR1N03Bdl0gkQiqVwjAMNE1rPLfS34NhGHR2dtLZ2YnneaTTaaLRKNlslqGhIY4cOQIwTSlEo9GLrOLLzVreSzNXH0txH9WzjtaLUggUwBKp36BLJVgBzM16rDFo9pfP9SiXyzzzzDPTjn02qzwUCjUsc03TGr7juY7t1KlTJJNJ2tvbl3Xsl4KiKMTjceLxOP39/YBfdJXP58lms4yOjlIulwmFQg2FsJz74VJZ67jDQu89l1KoN0d86aWXuP7669dcKQQKYImsZxfQarKRVwCe51GtVhdlmddp9pc3P6LRaOP3QqHATTfddMU3sdM0jdbWVlpbWxv/q1arZLNZJicnGR0dBfxix5aWFlpaWojH4wu2DdmoK+JL7X0khKBarTb+rhePNr+urhRWez5zoACWyHpOA92oK4ClvL/ruosS5HUlbVkWiqI05uw2P+Lx+LS/NU1bUq+jjdobaS6WYlWHw2G6u7vp7u7GMAzC4TCxWIxcLseZM2coFouoqtpwHbW0tBAOhy/az3IF21quAC71vevbz+ZGqt9jdaVQv45XSykECmCJrNcYwEZbYTQHPyuVCpVKheHh4XmFef3in80yj0QiFwlzIQSDg4MA9PX1rejxL5W1dlmsNoqikEqlSKVSbN26FfCr3+sB5oGBAUzTJBqNNpRCPB6/pPfcyApgLharFOpxoUslUABLRFXVdRsDWG3mOn7P8y5KPZwrNbF59VS/iB3HaVzYhmEQi8WmCfO6xbPSx305ePTUFH/32ABl2+WO7S38zMu3EtHXZ1bNcpnr89V1nY6ODjo6OhqvK5fL5HI5RkZGyOVyFItFDh482FAKsVhsUee+noLAy9l+KSvHmUphJT0QgQJYIut1BQArc1PM5WIpFoucPXsWoCHM6+8nhGgI8/ms8rown8nY2BjlcpktW7Zc8vHPZLU/9/mEwfGxEh/79hniIY1UWOfhkxkMTeE9d2+b9fVrzWpfn0IIYrEYsViM3t5ePM/jiSeeoLe3l2w2y4kTJyiVShiG0Qgwt7S0YBjGnPtbC1ZzBXC5CRTAElnPK4Dm/S/VX97sl2xOPWx+pNNpkslk4/kryf+9HBYSAkfHingSwjWLvyWq88y53IL7XcnrxJOSA0MFMmWb7mSIvZ3zW9iXsxK4bgmn0+lGl1zwA8y5XI5MJsOZM2ewbZt4PN6IJSQSiTUXoisRA1gPBApgiSw3DfRSmK1YaLaUxEqlQjabbWy3VH/5fBQKBRKJxCX7bec7xyuNRMi/veo3vGl7dCRmt2ZXAykln356iCfOZBECpIQ3Xd/Fq666/OmlszHXdx4OhwmHw3R1dTVeVywWyWaznD9/nnw+38izHx4eJpVKEYlELptQvdRrNVAAG5jlpoEqitLIA15ImDcXC9UvlNks8mZ/eaVSIZPJcNVVV63axbXecvXXO3fsSPPAkQlOjJcQgK4qvOvOlXdzzcVw3uSpszl6UiEUIbBdjy8dGOPlO9MrEkBsZrVbhSQSCRKJRMNNODk5yZkzZyiXywwNDVGtVhvFc3X3kaatjnhbqSyg9UCgAJZI8wpgMcVCzW4W27bJ5XKzWuXhcPiiMv6l5JfPllq2kqyXC3Y5rNXqIqQp/M7r9/Dc+TwV2+WqrjjdydCKvofjSSaKFoYqSEent30wHQ9FgFI3IhQBSEzHIzHLvi7FlbNclntdqapKOBxm165djWOoVCrkcjnGxsY4fvw4nueRTCanZR2txHUcKIANiOu63HrrrfT19XH//fcvadvx8XHe+973Mjk5yfDwMJOTk9x88838zu/8Dtu3b5+3WKj+KBaLDA0NsW/fvlU5v7XMAlrP+17rG01XFV62vWVF9iWlZChnYrkefakwZcvlYw+dYThXRUq4d28bP3xzT+Ocu5MhEmGNiZJFMqQxVbLY3hbFUAVHRgp4EpCSB4+MU7E9etUq35N2+LfvnuHIaIG2WIgfu72fra1zz5m+1PNZqToAIQTRaJRoNEpPTw/gG2j1CuZTp05RLBbRdZ2WlhZs28Y0TUKhpSvkQAFsQP70T/+Uq6++mnw+v+RtU6kUv/3bv01bWxuZTIb3v//9fOpTn1rSPjZKFtBcrPYSf7MjpURywVqfietJ/uI7Z3n6XBaBoDNh0JMMMZyr0pkI4XmSbxyd4KquGDf2+3NyI7rKL75iG//63DAjeZMb+lO8bn87H//OWZ45l2O8YFG0HK7uTrAlHeXFsRJPjJ0DRaU9HmKyZPKn3zzJ77xhH8nIxS6jk+Ml/vbRs5wbzXDTFpOff1UbEWNpq9bVRFGURuC4Tr353cDAAC+++CKWZRGLxZbU/G49KICVumc2hQIYGBjgS1/6Er/xG7/BRz/60SVvbxhGw3KvVCobIgtoNbgSA7XrgRcGcvzjk4OUTJdrexK8stujZcZrHjk1xeOnM3QnQwghGC2YHB8vsa/LD8orikARgpGcCf0XtutIhPiFV2xv/P3VQ2M8P5CjZLmEdYWCCacnyvSmIiQMwcGREq/a14kQgnTUYDRfZSBbYf8MBTBRNPn9Lx9tKK6Hz+RRvnua971q96p8RjNZrhCtN78Lh8PcdtttSCkplUpLan4HQRbQhuJ973sff/iHf0ihULjkfa3nXkAbdf+XI1d/vTKUq/LJh8+RCGl0JQxeGs6Ty7n8XEfrjNeZaOqFGE88pJGvOOSrDh1xA09KPCnpmiXGULVdzmeqeFIykjcpVl3CmsJkycL1PEwHchULpB8nsFxJSPO/E9eTjBUsymaGlqjOrg4/jfT4WAnLcelIhCi4JrGwzhNnMrieRFUWJ9xW0gW01G3rCCEW1fwuHA43lIJt24EC2Cjcf//9dHZ2csstt/Dtb3/7kve3nnsBBVzMSt9opuPxzLkcFcuhUrr06+DcVAUpQVUERdOlNWpwfHJ6rYDpeMR0Bcvx8DyJEFCoOrxiTyv5isNowcKTknv3tHFjf5Kq7fKXD5/j6XM5WqM6ezpjKML/LMbyVVzPYzhvY7sSxwNXSs5nKnSEJD9yUyfPDldBSjwJ6ajON46MoSoCT8I9u9u47+pOQpqCJ+vCVOK4kpCmsUjZ32C9CMJmZja/k1I2ahMmJiYYHx/HcRxKpdKSmt/VCVxAl5FHHnmEL37xi3z5y1+mWq2Sz+f5sR/7Mf75n/95Wftbr5XAG33/GwHL8fjIgyc5MV5GCCgWLLq357h1W3rhjWtUbJdPfOcsT5zJEg+pvGZfO2NFk0MjBQT+Tb2z5YIgOTVR5iMPnqRoumTKNiXTJR3T2dke5Z13bMF2Pc5NlXGl4KpO31Xxhw+c5KETU2iKX4388Mkpru1L8PIdaba0Rpgq2zxyKoMAkmGNqKFiqAo/em2Mu67p4lXX6rxwPsdLQ3leGsqztzNOXyqCJyWPnpzitm1prutLsq8rzqGRAmbVRdcEP3HXFgazVdpixqJiAZdyPV3O1YMQgkgkQiQSobu7m1QqRblcpr29/aLmd80VzLM1v2ve53rgilcAH/rQh/jQhz4EwLe//W0+8pGPLFv4w+ZVAKvJRjn2FwbznJwo05M0EEIwUCnwqaeHF1QAtuv5Vryh8snvnuWhE1OkIhply+WfnxoiX3V8F44nqdgeh8bhcy9N8s570vyfb57GciXtcYNkRGOyaPE/XrWTlojO//zSMU5OlMmWbba1hulMhHj3y7fyreNTmLaL7UpM10NIGJiq8OmpKumIRtF0SUd0IoZGVzJEf0uY05MVxssOx8crbOkMc2SsiK4qIOHEeAlVEWxJRxDC9///vyfHKFsuezvjdKkKoWiMZ85lee58lpCu8hO3b6W3ZW4BuJasVC+fmc3vLMsil8td1PyurhRSqRSqquJ5XqAANirrdSDMarPRj3+xSCl57HSGs1MVelNh7t7V2vBpm46H4IL1pitQti6+Fp46k+HLh8ZRFcG2dIRvHpukaDrEDJWRvElrzEBTBJqhMlW2iRkqibDB6ckKYV3BcV3uP5zBCA+RKVt0JkK4nqRkulRtj9F8lb9+5BwTRYuS6RDRFYZyJh1xg7997DwVy0UI37WjAB5QtT0qjkexahMPaRQtl6LlMlk0OTtVJqQqfO2Ey7cHBtjb7VfadifDGJogW3E4NlpkrGBSsV1+9XMH8aQkEfaV2FTIJRZV2NGVRlMEuYrNPz1xjh+/fSttMZ3QHM3v1ioGAKsTxDUMY9bmd9lslpGREY4ePQpAKBTCdV2KxeKim9+tFptKAdx7773ce++9l7SPjdILKOACS/lc/vaxAb52eAxFCDwpefZ8jvd9zw6EEOzuiKGpCvmqg+l4nMh6XBXxODleIqQrHBgqcG6qwtcPTxDWVaq2y+efHyFqqFQsF1dKQJA3XXa3R1EFeBIqlkPVdhH4aaC6opAMq3znxCQV2+PoaJFC1X+NI+G37z+KEAohXcFyPVRFxffECyqWS39LmIFsFdeTSAmKANNxfReTAMuVWI5HLKTiSZgomPS1hIkaCh1JgxcH82xvjZCpFDEdSdl0GMub9LaEuaYnzomxEjFDpTMRImaoHB/NcW04XCs0g4mixWOnpzgyUiAR1vkfr97NtrYLtQRHRgo8fiqD9Gx6WF4cZaWCwKtJc/O7ejty13UZGBhgZGTkouZ39ZXCXM3vVoNNpQBWgktZAawmG1nBrPa+F0umbPPgkXHaYwaKIsiWLL56aJztrRHeeH033ckQP3pLD3/4wElGCxYxDQSS9/3bQTJlByH8OAFCcF1vgrLl4EpJ1XbRVAW99rztepydqqCrAiTs6Yjy0nAB05HEVYUtSY2K5TFUqNAd1zkxXvWLtmpIF1zh1pSKv09VEQxlqyQiGvu6opiOx3CuiuVKXAmeC0JIdEXBkxJFEUiJfwyolC2P8zmXcMShbDkcGy8yUbTpSYboSYUpWS4xQyUZNtBUv61E1faIGAqqACH8FZJpuzxxeopURKcrGSZbtvmzb53kI2+7FiEEh4fz/NXDZ4jqGqZj83CmzLXXVOhPR2b9Ts5PlXluIEdUV3n5rqXVGczFWubxq6raaGx31VVXARea301NTXH69OlZm9+tVuPFQAEsEUVRlp0FtFELta5E8lWHbNmmI2E0+vNbju+bVQQMZauMFy0cT/LZZ4cZypm85cZu/vaxASqOR0RXsVyHc1NVBvN+CiW1hmvgW7khTcXzwPIkhubVFB2oQNlyEIChKQzlLTrjIabKNmFdYSBvY7rQGtMZLVrThD+AAyDBq33lVUeiCknBcrhtW4qy5ZKt2KSiOqWqiys9POkXk9meRHgSJLieR0TXqNgeRdNBNSQHh0tEQzo39Cd44PAEZ6cq9LX41r3tSVJRja5EiHNTFfJVm6IpuKM/wvfu7+DbZ0qMFaqoqmB3ewzwg8wD2QplyyUW0vjuiUk0RaCrClFdJ5uFZ85mZ1UALwzk+MDnD2K7/gewvW2QP3v79UQNdU3dRyvdDnpm8zvP8xq1CefOnaNQKDRiDi0tLY2OvCtBoACWyHK/+I1eqLWWufply+WbxyYomS43bUmxtzPWeO7wSJGvHx4H4HX7O7iqa+Fupd84OsEnv+vPNlAVwfft76AnFeb6viTbWyMcHy8xljdBCOIhjW2tEZ46m6VYdciULSK6iu042C6cz1mN/YqmUyiaLqbjp2x60hfSvpPG980nw5rv1nFcSqaLoSk4rofjurj+IoKJgsV8a81mxeBJ8FxJRyKElB6aIuhPhjhulcETOLUXW65EV/0+RVXHo2C6tIR1dFUwUawS0T3290Y4PFKkYru4ruT0ZAmBYGs6TKZsc1VXgv50hC3pCPu6E/TJCfp749y+t5eTEyU+/LXjKAqMF0wODvu1N7/+H4f45ft2c3SkyHMDOQxVQVckKU1C0y3luB6Pnc74cYTHzyMlpGpFaKcnSjx4ZIw3Xe+3etjI8wDms+gVRbmo+Z1t243ahKmpKW644YZlv38zgQK4TGxkF81KYTm+pZmM6A1/Mcx/I5ctl1/4zAEGMhW8msvif75hL3fuSHNouMDvf+VErdWx5IkzWX7n9XsuUgLNn8tIvsonvnOWaM2VcGS0yJ9+6wwtUY2ooXH79hTxkApC0Bbzc+gnSjYvDRU4MlrCcj1aIhoF07nIMq//KfAFsiIk8ZBKoepOew4JhipqfntwJDh2bVW5zNICCUyWbY4MFziTqVIwXZ4bLEw7rjq26/83qqtoqkJbTKdiu3gSTNflmbMZMpULqscyfcU1kDN5paZyz642bE+iCME1vQnGzk0CENJV9vck+ZFb+/iHx89zcryEoSpc05sgV7X5vS8dxXRcNEXU6h4cylWXl233s6hcT/J7XzrKs+ezSOD8VIW2uEFd3UsgX7H939cohbS+/aW4ZJZz7Lqu09bWRltbWzARbCOyEQT0fFzq8T97PsdfP3wO25O0RDTe+z072DKH37eZbx6bYCBTIV7rrV+1Xf7sW6e5c0eaLx8cQxH+oBWAqbLNVw+NT1MAM2/0kbyJEL7r5dxUBdPxkBJyFZvJko3jeuzrjtEa02mJ6pRMh6fPZgHQFIntSsaL9rzH7Pf08a3+kPQ7ckpqVnrtNRXrYgVyqViu5KnzWUAhEVKZcr0538NxJRU8diQNipZDrmyDBMuRlGZkNvmZT7576z8PjHJguMBgtoIEuhIh3nmNTm/tcz4xVuT+l0Ypm76La19PgnhIY7JocmgsT1vU4JreJFMlCzei4JiSnpSfLvr8QI7nzmdprXU1LVRsxgsmqbCGU6swvnFLy4Xj2sAuoPXisg0UwGVio68ALuWCnShafPK7Z4mFVNK6SrZi86ffOs0fvuVqFCHmPfaS6U4TYpqqNATUTOEmuOCDBxjIVvjLR0YYzZvcfF7wYy/roysRwpN+br6ff+8La6/miSiZLl2JMKYj6U6EODpWRAiI6ioV22u8dj4UP9kGV0LFmf3FBWt1vqtM2WFfV4yRvMVCl4PrSYZzFUBB1gS8Pcs2dYUW0hSKpsOTZ6agVrY2ljf5nDC4cQ+UTIc/euAEAuhOhTk9WeaJU1MkwqqvaAHTrlKyXF6xp43JQoVI2KFYtfm3Z4d4+myGgumQjvr+7WREI1O2GcmbdCZCfOA1e7i2N+kf0xobU2utAIJK4IBprOcYw2jBREoawdaWiM5o3qRQdRr+Xb/VcZWq7bElHfaLkICbtqRQFUG2XO+/InndNZ0AfN/+Dp49nyNb8a1XKeE1V/vTrgpVhw9//SSDUxUUIfnuiUnyVYdfefVO3v3yLfz1I+eRdeeI9N0wflBW+P1shOCe3a0MZqu4HuTN6VaxJvxtZmOlLfvFoAgIqYKqIzk8UsJd4Bgk/udVsEDBW9DzVBc3RdPB86Sfgur4tQXfPlvhX58f4+o+h4FMmXhIY7z2ndueJFN2UARc15/EdSVnpyo8dz5HWBPsS8EP/dVTDOWr2I6/YsmVbbqSIQZzVWIhjZ5UmERIm2b914Xouakyg9kq7XGDPZ2Lm1a31jN9gxXAJmQzu4BaozoefoBPUxXKlktYV4nV3DqelPzN8wUOfONFDFXQkQjxB2+6iiMjRR4+OYXjehQtF09KdEVwYqzIx759hp+8o5/feO1uvnxoDIHgDdd2sr/HH3VyYrzEi4MFKraD60oUxaFie5Qtl9ft7+Rl21r4wH8c5smzOT+BR17wMX/j6AQ39Cf55rEJDo4ULvKhqwIihkLZ9K3apXhkRe3h1X5e6hUhAE3x91dxZGPlsRQWc/yOB5MlC0MBF7+uoO6KNl3404fO48lzuPLi86orG8eVtER00lEHXfWD1N86U2Ki4u+o7iqr2B4DmSrpmN6ovRjLmzxxJsPrr+1q7Pfx8yX+48GDtc9T8pYbe/jR2xaeuLbWLpy1LGKbSaAAlkj9w19OP5HVZD0rmJ5UmB+6qZt/e24EIUATgl965TY0xT/m3/v6Ob55qoKqCEKqgu1K/sfnDjNVshjOVXE8v0tl1PBdCWenKuSrLsP5Kr///VdxXV/yovc8MlqiaPrCXwg/te7MVIXJkkUspJGO6gxkqsAFi10V0JYIYai+dfvSZNlP2xTThaoroWh6RFVQNIWCuXgVUA/8roTwr+/P9qb/vVqEVYGmKpjWBeEP/mrIrTWPqxe3zcTDT43VVAUp4fq+BG0RBde74LZTVQXpSVQVDFVle1sUrbYS9JXIhR1XbJfPvpSlPRnD0BRcT/L554d5xZ52+lrmjy2ttQBf6xVIM4ECuEJY7zGG1+3v5Kb+FNmKTXcy1HD9PHwyw+Nn84ia5Vi2Xcy8x0jexND8HveKkDiepFBrpyClrxBeGixwdLRITzLEo6cznBgvU7FcNFVwYryE7dacPDWpqwrJvz83zC/du4PHTmcYKZgXCfZ0RKM/HWUoV0Ugai0VLj4fVUDJBdxl1oQsa6u1xcOPG4RVcVFsoy706yuA2XA9v3DOk5JHTmZ4/f5W4oYga/luN0/6g97DukZvKky+6mC5Hrbjt524bfuFnksl00VKP5gPfjqvKgT5ikNfy8qfezNrrQBWkkABBFw2upIh2uMGmbJN1fbdQCfGSwgBQrlgRXqy5sqw/VYGdVEjJViOi/Skn0Ui4af+6QV0VcF0PFqjGkXLoy2mYzq+z36mpX3/gXFOjJcZzpvTLOc65zMmybBOe8zgdVen+NvHz8Ns2fgrZcJvIBxX4gmJ7V0Q8vU01maa/2z+mDQFWqJ+/6Bc1eaJM3k6YgpVqZKtONiuJGKodCfD/O7372OsYPHIqUkSYZ0fvqWPzsSFWQepsEpLRCVTtmiJ6JRMF11V6FtEA7q1FuCBAghYcdb7CgDg28cm+MMHT1GxXFIRnf9273Z6W8KEdb9DYqmWXakJPwNkqnxx11XTBbNmdQt8f7HpSqK6wnjRJhH2B50YquIHRZvMd1f6GUnP2+60YrJmiqbDaKHKm69p5xuHR7BtZ1ZZ73hwwZmzOZCA5U2PYyxmm/rrw7qK60nKtt9U79RUhagm6EhG6EqGuWtnKzs7Ylzfl2r0Drpvf+es+1UE/PztHXz6UIVzmQqtMb/n0GyjKy86pjXOwgkUQMCKs14uqLl47nyOD3zhCE6tgKhkufzB107wgzd1s7cjwpERF9P1UBWFnW0RbFeSqziN/PnZqP+7PoXK9SS5qota+yysWXw3Hn5Gz4Ghi2dD1wu4hjNV/s9DA4sw8FfvM1eE72aabZWyFmgKxAyVfNVtdEf15vhi9FqNlBCCiK4g8V02haZMqlpCF2XbL5bTVYWnz+X46ZdvJxGeXywVTYePfneY54YqpKIhfv6VO3jt/s7Ldg+sRBbQavX2WSqBAghYFDNXAFL6fvl6uuZCfPrpIRxPYqgKQvgCYaJo8bnnR4hogjfsCjPqxnj2fJbTk+WG0O9NGYwXbawmP8Nst1+2UlsteOAi8Vx3Xgu1OotXp77f8tJ7/a0oGn46amtMo1h1yVW9Nfc2OR7kaxXNjifnVX2u5yvaFkMikGiqghHRyFbdRkuK5rXTZMmiryWC5XgMZivs607U9iMZK5hoil+VfWysRLZi8x/PD/PsYJl4SMGRkj9+8ATbWqNcXcsAW4i1duEEK4CADc2BoQIff+gMuarNzrYo7/ueHXQkLp5F24wnZWOsoJR+h0oFyJYdMkjuL8Pvvq6bh45N4EhJSBWkQ4KJgoX0Fp85E9P9pmWztOm/iKW4Mi4nDoAjMW2Pki1R5ghEX25mpnbORjKkkorqDGWr5CwQeER0D+ldvIP6VzSYNRnKmoQ0wbPnsuzrTlCoOvz+l49waqKMlJK4ofkN6xTB0dEi6bCCIhR0TaFi+Su6QAEsnfWxDtlgCCE23Vzg+gpgomjxkQdP4klJZ9zgXKbKH3/j9LTVged5mKZJoVBgamqKkZERbu0UJHWB47pYdb+GAKSHkJJcVfKbXzntl/wLv4DIEyp9LWHu3duKpswtdETTo+LIWq+bhR0069mD70jIlf2pXutB+C+Egu+22tIapTNu4NaC9x74sR1FmRYsnnlKEr91xge/fJTf+c9D/N2jZzkxVqItqhPSFJ4fyCGRtMYNdE0wVXGQUiJrM5JTi/D9N7PWAny9KIBgBbAM6jMBVPXSe5NvBKSUOI6DbducOjdG1bIJCUHZ9jA8ydGhEo8++Qy6qBX0KAq6rmMYRuPnPTtTRCJhvnEiT8mWvDhUxHQ8HAQKENIlpidQVf/GcF2PybKDoamczZq0RXVG5+jBM82wnEfIzMYae3vmZZW6RawKHhDTFQxV8NzAxfGV8iKDGY6E/3h+mNu2tZAIaZRtl/OZCrbnMV6w6EiE2dEW5cBQgdMZEyEs9ncnuHdv+6KPda0redeTAgkUwDJY7lSw9YKUEtd1sSwL27axLGvW35tnH3ueh6IoOCKG47hIQ0PXdCwPkjGd226+HkO/cDnZrsefffsMXz44hufB9+xt5Vfu28WbblF56myW9//7Iaq2h+36/mRDgqJCLKQwVXIawns4ZxKp2DgbwQzexKgCdrXHODhcuORWGK4nOTKYIWf5q4qI7hePTZYsnjo9hYcfaO5O6KiqTslyODVRasQOFmKtXTBr/f7NBApgGSx3MPxq4rounueRz+enCfOZQr1+8amqOs1CNwyjMcC6/j9N0xoX6vDwMI7jcGt/P2es83zj6CTC8y2RX3rl9mnCH+CvHznPvz47jKr4Yw6/dGAM25P8zF1b+bvHzmM7FwKbEjA9UKXXaBpWxwNK1uZyt21EXOnPZrAXkP6LieN4ElpTcarZCiXLxbU8f7ax9NN+JZAMC9JRHcMIMVk0OTZWvGwKYK23X0kCBbAMFEVZdQXged5FQnw2a70ei1BVFdM0GRoaagjwcDhMIpFoCHhN05adflaPAQgh+Kk7t/DyXa1kKzZb0hF6U9OLbxxP8qUDoziuh66q6IrAlJIvHxjj8HCRE+MlauNppwmD9Wrkb8Kar2WxkPCHxX2OfqU3bG+PcX6yjOV6WK5EqTdsElAyJaVSGcuycByFsHAvm2ANFMAmZzlzgWWtzL1UKs3renFdF1Frkazr+jQLXdd1otHoNMu9WaA/9dRT7Nu376L3zlVsDo1VSEU0trdGVsT/ONfkLU9KPvS1E4wXLSxX4lQdwrqC6UpCmj8IRFVoBGqbqfeRWW/Cdr0dz5WOBxwcLhLTFeIhjaLl4Hp+u4eQLrA9P0bkqiFcKdjXodNqjfHII2eIx+O0traSTqeJx+OzXutrLcDXU8+uQAEsA03TsCyLcrkMMKswr/90HKdxwVQqFc6cOTNNgCeTyWkBU1VVV9Q6ODJS5Ne/eBTb9XCl5Pv2d/BLr9y+5PdYTCXw0dEiH/nGKV4YyBPV/aZuricpW37l57bWKIoAXVUQ+HUEM3vxBATUKdkelmvRnfRHUfr9ggAp2dce4i3Xt7Orr5OBTIWHpqrs6ezmmu1xCrksJ0+epFgsEovFSKfTtLa2kkgkpq1kl8tab7+SbAoFcP78eX7iJ36CkZERFEXhZ3/2Z3nve9+7pH189KMf5YEHHmBiYoJTp07xhje8gVe/+tX85E/+5DQBPp8f/amnnuKaa65ZjVOckw9+7QS26xE1VDwp+cqhce7Z3cqN/akl7WehC3Y0b/J7XzlOqVbtWbY9WiI6muI3eGuPGaTCGrqq4HmytqSv9eBX/RYPAQEz0VSFcG3lWF9FA0xWHD77wgShw3ksR6JrCg8dn+DISCu/8po9bN26FSkl5XKZqakpzpw5Q6FQIBwOYxgGUspGYsNyCBTABkLTNP74j/+Ym2++mUKhwC233MJ9993H/v37F72Pt7/97bzjHe+gra2Nt7zlLXzoQx9i27ZtSz6Wy/nle9KvpEzVSuuV2vuO5K35NpuT+VYAR0eLWI5He9xgrGDieJKSZdOTinDz1hQ/eGM3f/bQWSbLJh6C7qSO6XhUbI9UREOXNgMFGbhbAqZRsT1OT1YarT4kvquwM6aBUDk6VmJ3R4yWqI6UkkdPTTFetOhMhBBCEIvFiMVijeHqlUqFs2fPMjk5yWOPPYZhGA2XUUtLy6IUwlqnka4km0IB9PT00NPTA0AikeDqq69mcHBwSQqgr6+v8fty00BXYvm5FBQh2Nke5exkhURYw6k1UdvRtvAs3pksdMzh2rQvVcDezhinJ/15u3ftSPPzr9hGMqzxF90J7j8wxmeeGaI9blC2XM5Nlf0WvrH5hX9IE5hzjeAKuKJxJUhPkghpFEwHRfHjAEat9su0m3sMze+qjEQitLa2oqoqe/bsoVqtkslkGB4e5siRI2ia1nAZpVIpNO1iERm4gDYwZ86c4bnnnuP2229f9j6WEwReK37zdXv49S8eYaJoA5J3v3zrnAHc+ag6Ho+cK/FifpTr+hLsqHVrrHPTliR7OmMcHi5SMB1UBd55ex/vuWdb42KPhVT2dEQR+LGBqKES1lWqjs1A0RfytitnzSO3HOmXrc8xcCTgysaTfrtwTRG1a0GiqwJDFViupGQ6VCyXa3sT09pGz0azAA6Hw9MMRMuymJqaYmxsjGPHjiGEaCiEdDqNpmmBAtioFItF3va2t/Enf/InJJMXT5FaLMutA1iLqV19LWH+9sduYLJkEQ9pRI2lVy9XbJfff3CQs5kqml5CVxR+6/v2cMvWC3EEXVW4oTfB1w9PYLseuiL48qFxDE3lp+/awjPnsvzeV05QsVwUAXbBRFEE2YpNSFUw7QsjH81ZosG1mS5BSs4VwnJSa8uWi6YIDE2pZZh5vOO2fgxd5cxkmb2dcf7Ly/oXJVzneo1hGHR3d9Pd3Q34CR6ZTIapqSlOnjyJlBLLspicnETTNAzDWOJZXJoCqMuPoBJ4idi2zdve9jbe8Y538Na3vvWS9qUoyiW5gC43qiIWtIrm47snpjifs0iGFMJh33Xzie+e5f++4/rGaz777BD/+4FTfqfIWi+fgUyVzzw7yO07UvzSZw9iu15twpegO2nQGjUYzFbQNYHnQtEBEaQCbQqW+y0riuDXX7eXTrJ0t7eyb1vPkoXhUu5BXdfp7Oyks9OfS+A4Dk899RSFQoGhoSFc16WlpaWxQgiFFr7PghXAZUZKybve9S6uvvpq3v/+91/y/nRd3zArgJWgZDq14/YvWkMVFM0L5z9ZsviHx84DfluH+hQvKSXjeYtf/twhSqbfR17VBI7ncWaywlDOxHYhX3FYTleloEBrc+FJiGgK33NVB5mhEm1xY1mC9FIEcN3q37VrF6FQCNd1yWazZDIZzp8/j23bJJPJhkKIRC6OtwUK4DLzyCOP8E//9E9cd9113HjjjQD8wR/8Aa9//euXtT9FUZbVDXSjKoDr+5JoqqDqeGiuR8F0uG9fR+P5yZLtl+x7FwtkVYXBrIXE7/FStd3GixIhDdu1sT1Jvc3bUj6djfdJBiwXXRV4UlK2XF44n2OLcmlulJXy4auqSltbG21tbYBfwZ/L5chkMhw8eBDTNEkkErS2ttLa2kokErnk919J5bEpFMDdd9+9ooL3UmIAG5FdHTHee3cPf/P4MK4Hr97Xwc/dcyEFNqQKiqaLpviDQ+qfdEtEo+p4qIoHCFx5YcZvKqKRjulkK7N3+FwKwUpgc6AKQTysMZyrsiW9dscxnyxRFIV0Ok06nWbnzp14ntdoi37kyBHK5TKO4zAyMkJ3dzexWGxN5cIlKQAhhJAb0aS9RDRNw7aXJ7hW++NareXlLf0Jdnyvze7duy96TlUFnckQUyUbVXpYtSEm6ajOYM4kHfUDZbmKjSuhPxWi4ngMZSuzjm1cKiF19glfARsLhbmH86iKQFcV2mIG29ujSKe0LlYAC6EoCqlUilQqxY4dO5BS8tRTTyGl5Pjx45RKJWKxWMNlVK9WvlwsWQEIISLAfcDVgCKEOAk8JKUcXemDW69cah3ARiBfdTg+ViJmqOztmt9K6UqE6G8JowCGpuB4kkLVwXRcWqMaRdMlGdFojxu0RHT+95uv4j2feomiuTJdPgPhv/HRBcxW5qECIUOhNWKQiGi84dpu7t7VxpEjYxtCAcyk3uOrv7+/4Q4qlUpkMhlOnz5NoVBo1CrU21es5vzgJSkAIUQf8DmgADyBP0/jJ4BfE0L8hJTy4Mof4vpjuXUAq60AVqrQ7NREmff+60Es18P1JHdsT/O+l3fMeexCCPpSIQ4NFzFdj6iusqUlRHdLmImCxblMBV0RvP6aTn7wph6Gc1XGinbgtglAFdCVMMhUHOxZhsZEQyo/fEsvd+xs47reJOmYQcl0+PLxIubJAe7YbfO9+zqW1dtquaykAhFCEI/HicfjbNmyBSkllUqFqakpzp07Rz6fJxQKNWoRksnkiiqEpa4A/gT4hJTy75v/KYR4I/BRIcQbpJTrq1H+KrBeVwArtf8PfvU4JcsloiuoAh49neG2vjBXJ2bf93eOT3JopMSN/UmEEJydKjNetJgs2xRMFwGMF23a4wYdiRD//OQgblDNFYA/2OXDb72WX/zUi1RmcQBVHY/PPjPEt49N8l9u6+eHbunjfZ99iSPDJXStyrdO5jkzVeHHb9/CHz94goeOTRAxVH7p3p28qilRoZm1buUw3/ZCCKLRKNFolP7+fsBvX5HJZBgcHOTw4cPs2rWLrVu3Lvv9m1mqArgBeEftQIWUUgohVCnlfwohPgro1GZaX8lspEKw5TCcNzHUCxaK43mMFS2unmPexnDeRKm1sAaIGipDuSqe5w+CD+sqUUPh358f4d69bTxwePxynUrAOqfqQtVxKJiz30+6qlC2XM5Mlfk/3zjJSL7KuUyZuC4Ihfx+QJ9+eoDJoslXD44SM1RKpsMHv3KUzkSI6/ouLvhc6zTMpb5/JBIhEonQ29s7rSHeSrDUtUQFCAPUg79SSrfpuU0xZF5V1WUPhNkIK4CruuJUHa/WMdEvv9/ZFplz3zvaonjSb+8gpWSyZIH0M4IsV5KrOER0FdeTPHMuh6YphNSNmREVsLIoAh46NjWnO9ByPF9Y1rLHvn54nIrtMVZ2Gcia5CoWnpQ8fHLKX7EqgpDmtyJ/5mxm1n2udSuH9ZQGulSBfQi4TQgRFkJEhBBa7YCuAV5kk2TjaZq27DqA1WSlFMBvvHY321ojmK7EdCXvuK2XW/rn7h90544Wvm9/B5myxVStb/t1vQkMVTSGtA/lqhiqggAiuspVXXGSYRV9U5gMAXMR1gRPnJ6a9TmBXztSnxthOy6uJ8mWLUxHYrv+oPjeZJhURJ82N1oRkIzoq3bcm7UX0C8D7wLegv/9HBJC/BMQAn5VSlle4eNbl1zplcDtcYO/+/EbmChaRA2VeEgjn8/PGwR+551beMuN3diu5HfuP0rZ8it/dfybNx3RqTou8ZCK43oUTY9trdFakDnJ3z8+NGcKYMCVS8WWHB+fXWwIpqeF2h4M56r0pcOUyhauEMQMjbCu8p5X7OADnz9AruqgCOhPR3jt/s5Z97vWAng9yYClKoCfBW4DPgtkgB8F7gJ+Skq5vCbzG5D12gtoJfeviKX3D0pFdJ4fyKOpgpMTJb8pnKoQ11V2tEfJVmz+6uFzSOH3eTcdk5+/Zxtvuradp44Pc3hKzpoKGHDlIvCt9dnKQbzac+C3F1GE3wsoV3HY2aIRjUSpupJYSOXWbS381Y/dxLPnskR0lXv3thMLzS7e1oMCuJRMnsteCdxU8PVG4D4p5WTtqS8IIZ4D2oGhFTuqdc56DQKv5v7r+67aLuczVUKawpZ0eNrF+My5HL/75WNkatk/rgeq8OhOhslXHUqmy1TJxnI8rNpsgk989yz/8vQgI/lA8m9GPEDM8dUL/P4/huonEjieJBXWKJguUxWXsmehayo/frs/7GVne4yd7bHLduzLZSOvAErAPiHEM7VtW/GDv5uqFEdV1XXZC2i1rZqpisuff/4wmbKN50lu357mv967HbVmpv37c8MUqg5l60K/n6oLR0bL7GiLkK3YVCxv2rK+WrCYKvm9ghJhjUzlik8iC5jBXHdE/f+WK/GkQ2ciTCKs0pcO41TLjJQdpHD58NeP8/5X7+aOHa2Le791sAJYLzGARa1Dmto9/BrwCeDT+DUB3679vany+tbrCgBWz7oQQvD5o2WmSjatUZ3WmM5jpzM8dvpCpoWHP/8Xpi/ppYRTE/6EsNnUpitBE/7cgYCA2XA8KJoOrgdnJyscGrcZK1pkShbZssXv/OcRTk+UFrWv9SCA1/r96yxpBSClfFQIcRt+HCAB/LKUMrsaB7aeuZReQKvJaiuY0ZJLPBoGmucLmwA8cmqKQ8N5KpZ3kUVX/1tTBM4sBWCeBNcDZTk9oQM2DZZzwXxwpX89udKPJ4U0wcHhAjsW6QJaLwJ4rVlqK4i7gRYuFHu9WgihA1/YLBlA4LuATNNc8nYbJQtoNoQQbEmonC45GDG9MZZxW2uEk+Ml/uiBU0QNjVRYJTtHc57ZhH8dW4IaDIMJmAfT8TifKePUxoa6tevFcjxCmkpijqDvTNbDCmC9sNggsCKl9IC3A7vw/f4AN+Mrg+8Cm0YBrNc00NUOAr95b4T/OKdzdqqClJLXX9PBzVuSfPXQBK6UZCs2BctFoWmEYxPOPGETbY5mYAEBdVQF2mIGQ7npxlfBdLh5awt37vRjALbr8dipKbIVm72dcfZ1Ty9h36hGWJ3LngVUE/5IKf/rLAfzt9SqgzcLV3ovoLmI6YLfff1uBiYLfO75Eb7y0ghfeWmY7SmF0VyF+eK39Z79swl6tfY/tTbwfWPfngGrhaoIYoaKWksbjegKiZCGqgh+5uXbMDQF15P87v1HePZ8zk+3FIL3fu9OXrO/q7GfYAVwgaW6gAz8fj8KYABZ/LbQ6z/3agVZr91Al0t90HX9YZrmRX87joNpmrz04gs8PCx59LxFe0wDoXBwwsZy6wMjZxfg9f/NZuXXPUOqIvBmuIGClUFAHdORnBgvNwyJ3R1RhFAoVB1aY/7MiRcGcjw/kKM1qiGEwHI8/uKh07x6XydKLVttPd6Da8VSXUAfA27ETwf18JvD/SdwbrUOcD2y3Cyg1aZZwUgpcV13ToFuWRa2bTesIcMwpj2i0SgtLS2Nv23b5sSJE1x33XV84f6jdKTMRqFNqFpGVxw8wHHlkix4AQjh54LPNhwmEP4BzUj8CXSuJxkrWEQMjddf28X2tijgZwop4oKbRFcFharfTsJQLlj9G3UFsNLKa0kuIODDQAQ/798B7sSvBdhUHV3W0gXked40Yd4s0LPZLMVisfHa+gBrwzAIhUINwV7/W9f1BW8E15Nkyjaiqe6hPW5wdrJCrFYorKkK8bDGVNm+KM1zoXGN/vB4iGpgebNnCQVsXhQgrCtYrt9o0JPQEpIoEna16iiawXPnsvzRAyf4uXu2s687gaooFKsOYUMlV3G4vj+JoV0QUYEL6AJLTQM9Vf+91gb6hBDia8DTwCObZUTkSisAKSWO4yxorYPfhmKmtV4fKWdZFlu2bKGlpeVSTxGAyZLFHz5wksGs39r5ri6X666Dt9/cy7HREuNFC5AYqkI6qpMpX5wau9iLoezAzvYw4wWLghnUAwT4+KtKD1UIbM9fLbYl4+SLJc5nTZAVQqrkm5kCg5N5/viHbuB/velq/uSbJ5ksWty+Pc37XrVr2j43ugJYs6HwtRqAHvwVgCKE6AGSbKIMIFi8C8jzvGkCPZ/Pk8vlyGQyjf/VK4p1Xb/IWo/H442/NU1b8IvXdX1FpwX95cPnGMxWaY8bWLbLg2cqXH9ikmRY573fs4Nc1cayPT7x8Fn602FcKRnOVqks028zmrf8fi/UWgQQBISvVBRxIfazEJYHCr5rMRnSEAK6YyolEaYtZuBJiW1ZHB0p8s2HnyAdM/j/7mqjra2NZDK5oYX9arPUGMDrgTuAHP49OgW8W0p5AKZVDF+xeJ5HqVQil8vxxS9+kVtvvRXbti8KmMIFa70u0IUQhEIhuru7G8J+JQX2SgeZT4yVaIn6LXU1VVA0PT741ROkwhquhPfcvZUb+pKoQkFXFba3RshXHSrF5RXJVR2XuHGhGuyKv5g2KUsR/nDBEIiHNO7YkeY9r9jBwYMH+H/HZSPTR9UNwmHB3XfdhuLZTE5OcubMGQqFAvF4nPb2dtrb2wmHwxt+BbCSLDoGIITQpJS/W/9f00SweO259RcVbeKrX/0q733ve3Fdl5/5mZ/hAx/4wJK2f/bZZ/mZn/kZFEVBSomqqliWxTXXXEMsFiOZTDaE+lzW+sDAAIqikExePKVoJVjpi7onFWIgWyUd1TEdl4wp2RZXSUZ0bNfjrx4+x1/8yLW0xXUmizbpmMbWljBTxYtjAYs6fgn5qjun4A9WBBufPR0RTk9W0FWBJqDqyFk7gTZTf9rQBM8N5DgxVmJrUuXmrQmePperZZ8JfviWPqKGCqj09fXR19eHlJJCocDk5CQvvfQStm3jeR6RSIREIoGmLbUd2pXFYlcA/x14uRCiiJ/zLwG3lhbaCvwP4IX1GgNwXZdf/MVf5IEHHqC/v5/bbruNN73pTezfv3/R+7j55pt59tlnAXjwwQf5j//4Dz70oQ8t6Tg2Wi+gn7tnGx/86gmmSjYl0yGqC9K1FYGuKgjhUqg6/Oqrd/EX3z3LqYkSjivRVLAW4cZPhlQ8KanYHq5cOOOn+enWqE52lqBzwPrG8QSaUnfo+MVdiwmnqeJCJfnhkQLdafi11+zmkVM5RvJVdnfEeNn29EXbCSFIJpMkk0l27NiB67o8//zzFAoFnnrqKVRVpa2tjfb29kW5i9aheLskFqv+HgNOAHuBe/Arf18CXoc/DGZdW/9PPvkku3fvZufOnQD8yI/8CF/4wheWpACa2QhpoCvBlnSEj75tP+czFVzH4dc/f4Cy5RILaZQtF11V6EqGiIc0fvcNe/naoTH++tHzdMRDjBRM3AWks+t5KIqCWIJpX08brdgu0ZBKsRYw3gyrAwFEDIWytXHV3pnJMmFNwfEgZgh0VcF2/VWfoYpZU4HrVCwXRQi2pCNAhlzF5aXBHEO5Kq4nubE/RUifv6GUqqqEQiG2bNlCKpXCNE0mJyc5e/Ys+XyeeDxOW5sfP4hGoxdtf6W5jxarAJ6suYH+CvgrKeWXa///uhDiL4E9wEHW6X04ODjIli1bGn/39/fzxBNPLHt/l5IFtJw20kvZ/0pbKFHDH99o2zY/eW2Yz51VyJRtIrrCB16zm3hT/5Vnz+cJawrJVJjRgl+uLwB9lhWBIuCaniRD+eqiu4CqolZNrAg8CV6Thll3F90q4SykVdeYhfz7EkD4r6u6EkMVdCcNRvIWWpMyqL0MiZ/Lr9Vy+CO14ULVYY/f/s8jTJQsIrrKsdEiI7kqv/ravQseY7MQD4VC9Pb2NgauF4tFJicnOXToEKZpkk6nGwqh7i7ajAqgfsYqcLMQ4qHa7zFgC+v8/ptNKF7Kl7ie20GvFkIItiUV/u7HbyBfsUlG9MZNCXB0tEimbJOtOLRENEKaii4l6YiOKuB8U/8WXYFUVOe27Sm+dKC6oA8YIKRAf2uEwayJ6XhIJJoChgqOy/JiDsx+4S41SHm5qNdMrGfqn5sANMUf4wh+5a7Eb+HQETcYyZtUHUnc8Ie9dCYMVEXguC6W638H/t+SnW1ReloiqAJKpoMn4XzBZbJk0x73i1EihsrjpzOUTGfOSWB15rLihRAkEgkSiQTbt2/H8zwymQyTk5OcOnUKRVFIp9O4rotXW70ulfV2/y82CFw30X4L+HP8vP/TwLXAXwJfqb1uXZon/f39nD9/vvH3wMAAvb29y97fpQyF38i9gMC3vutl93W+enCMv398AMv1mCha5Co2tusihGCiZDWW9c0CN25o7O6IUbS8RZkPUghOTfg9CBUBLVGNYtUloivklrEaA4iH1FlrDtab8G9usaEqfkaW40jsdXaczagCfujmPr5xdJzxooUQfpGfrkC24vh5/VIyXnIwXXj7rX0oQvC554awHH8VYLkSpF/xu6MjRtV2Cekqe7vinD8BEtkQ5vXLXlVWzjpXFKVh/QNYlsXY2BimafLoo48Si8Ua8YPZ3EWzsd5cSEstBBsC3iKEaAc6gJMbYRbwbbfdxvHjxzl9+jR9fX18+tOf5l/+5V+WvT9VVdflCuByjIScieV4/OOTg6QiGrqq0BHTOZ+tsrU1zIGh4jRhKvGFme3BdX1xOhMGVdujLaYzVZo/oCuY3mKiZHkgfL/xcs94JQrO9CYrd7VoPj/LASGk3+5gHTfOcyTc/9IIb7mpl4dPTDKYq+JJSTKiU7U9NFUBx0NX/DbPDx0b57btrdyxM83XD41ju17jerFcD0XAlnSU//KyfjoTIToisDUd4fRkGV1VcDyP77+2m/ACMQBYvhA2DIOuri6Ghoa47bbbKJVKTE5OcvjwYarVKi0tLQ2Foev6ir73arGkmcBCiO/Fbwb3DSnlhKhRe+4uYKS5Wni9oGkaH//4x3nta1+L67r89E//NNdcc80l7W89KoC1oGK7eFI23EG6ppKOGr6Agkbnxjq66vvv335zL//4xCAV20V6XqMT6Fw0y2pXgi4ljisZK61sMH6+hnazsdrCv5l6m21P+g+9KWi63oJvmvBXKg8dn0BKuL43SdlyOTFewpWyEczXVH+oy0TJ4t+fG6I7Gaq5+GrnJHwF8bJtrfzoy/qRUvKFF4b5l5cski0u3ckwezvjXN+f5Huv6ljUsV2KEK5vK4QgHo8Tj8fZtm0bnueRzWYb9QdAY3WQSqUa7qKVUABrUQms4Ff/vg04KKX8Wu3/1+PPBjgGvBN4Dn9E5Lrj9a9/Pa9//etXZF/LDQLD6voA12IFkAxrbG+LcmaiTDqqUzQddFVwdqpSu8EVPPvClDBPwh07UvzJt06jKQotYY3J8tKFeNWRLOU2mKmI5kII38++3gQqTI9zNFwkTX+vJwxNkI4aDOWqqMJfpW1rjbBXxDgzVfYHulguVVtiaJApOxiqIB0zavMmfAWnKH7jty8fHOFHX9bPc+dz3P/SCClD0NcS5thYiXzVZktrtNHtczFcqgKYiaIotLa20trayp49e7BtvxhtcHCQQ4cOEQ6HG8pgPbHUKEaV6dfhLwA/UPu9BEu6Jzcsl9IOejVZixWGEIJfu28X1/YlKFou7XGDWEijYDpICabtoSm+3z6qK6SjGsdHS5yerJAIa1zdE29chLN9OmF17s9svjM1VEHMUAhrAlUwr3CY9oz0YwP11UvMWNx3JmqPhWTQprhBAFcKSqbjV7/rCpoiODtZwdAUXrG7HUNT/JUMfsNB8GtLyqZLrKka3HElnic5MVbk8VOTnJksY6gCVREcHytyZKTA/S+N8F8//QKfempgUcd2KffIYi14Xdfp7u7m2muv5a677mLfvn0IIThx4gT5fJ4DBw4wPDyMZa2tB32pZXBFYKsQIoyf/98LeEKIVjZRTyBd16+oeQCLYb5jT0d1fvN1ewB48MgEf/bt02xNhzmfMXE8iaoI2iIa0ZBKa9QgU7YYyFYZL1ho6oXYQN3agwtZJMmIRnUZrSV0BboSBo4nmSqZlOeJmNafUQT0pUK0x0McGi7geJKytTgXS/25ub7eupJbl1kSK4xW+x4nShYRQ8VyvNpAd0m2ovDC4BiuKxHCb+0sERiKQBEC23WJh1QqtosiLqxy8qbL+//tAFd3xXlhqIDqOViyiKpANKQRC2n8/aNnec3VnbTFjXmP73L74YUQxGIxYrEYXV1dvPjii/T19TE5Ocm5c+fwPK8RO0in0wtmF63FRLC6tPtz4E+A54EC8PdAHzAB/BHwryt2ZOuYzRgEXixTZRsBhHUNTTGxXYnl+uMiK5ZLsepSshxsV3J6sojpXAjuuk1BgJih4kiP7HxjxmbQLKRLtmQgW+V/v3EPjx85zxMjMFqoMse4YsC3+MeKNmXbw9AUWgyVTNnCdi+4hpaDwBf8m6Vner1iN24IUmEd0/HQVUFXIsTJiSJ23XUl/SEv8ZDCznbfNVS2PSxXkgzrTNW6y+qKr1SmSjaPn8kSNVRKDjieSyKs0Rr1U0gVRZCt2KuqAC5VeUgpG+mk6XSa3bt3Y9s2U1NTjI6OcuTIEcLhcCN+EIvFVlVZLTULaAz4L0KIrUBRSjlVe+rXV/zI1jHrNQi82jGAxXB1VwwJnJwoYdVaPIB/o5uOi2yK5uaqs9vDmoC2mMa5jImmikX74+uv0RT/cxAI/v7JIbZFPEK6ikSg4Fues8UDPAm6gHzV4WVbU3SnQjxxOsNgzrokJ3sj/rH8XWxISpYkatTSgWuruKrlZzDJCzqgIfA/+KarOTdV4Z+ePE8q4seTLNfvFeTVBg35qzJ/7rQi/DiBqviDYGKGSm9qdafTroQCmLm9rut0dXXR1eWPrSyXy0xOTnL8+HFKpRKpVGrB7KLlsqxOSFLKaRPAhBCK/+8N6t9YIqqqLrui90r/iK7rS/Lm67r4i++ebQhZTQHPuyAA6xkgnvSFfd0XDP5N7UoYyJpEdUFHPMRgtjpnzruKn53QjOPJWvqg5OhomVOKRFNVf6gIzCnMXelXPntSkq04xEIquqqQimh+AdJmk+CXiMRXpmFdxfU8RvOW/z3P+Pzf8bI+3v/qPeiqwh99/XhDQEYNFaviF34pTfeNlBKhgCoEhqowkjfpSYX5gzfvJ2KsXhropW672O2j0SjRaJQtW7YgpSSXyzE5OckLL7wAwJ133rns95/JirTCW68FYKvFpawAVpO1dgE5nuRfnx3ioZNTaLUoat0d0NzvJ6IruJJGup+hKVQd/xJSAFlb8lccieV58xY8zXXhSf/tiRsKluNStNxFrSSyZZtdHVHOZ6scGyuiawqW422a4O1SWegzrToSy3VQBdiz5PnuaA3xhmu7+L8Pn0FXFXpSIQR+y4u2mEHRdHE96QfxPdkwHLyaTy0R1gjpCiFNwVvktb+WCgCWJgeEELS0tNDS0sKuXbtwHGftBsIE+KzXIPBaK4B/fXaIf312mERYIxbWmCz5y37X8wW6EBLX8wt7avIeVzJt3KQQgnhIRRGCkuUwVpg9SyKq+8rF8+buIiqAnOk23queqTPfJ+RImCzZlC1/tqxpe+u2NcR6oJGvP8fzSu15ZxZNrQB3bEvwM//8Ao7rIYSgvyXEa67u4KuHxsiUbJJhDUVIqrbEq8+vVgXCc7CkoDcVRlEEharDXzx0mj97+/WLOu61UgCe513S9is5PwQCBbAs1msQeK35zokpEmGNsK6yuyOGrlaIGSpSQlvc4M3Xd/EvTw1ydLREWBNoChQtXxnUUygdTyIleNIfNYnqF5vNFCBCCKK1ma9z4Ui/WrZO/df5BJaAi6qSF1M/sJmZ7+NJRVQyldmNJQ/4zHMT6LX8f4DhnMlAtkprVKdsOmiqQFNUelMGEyUTQ1VoixuMTeVpjUQa6b0RQ2GytLiUyrW+BzdcJXDAdC6lDuBKXgFEdZV81WkcS8xQ+ek7t/D913U1XmPaLv/+wghIyZnJykXCWAJlyyWkKfQkDVwE56bKF1XoVmwPdxFthGZ7fqF0zkDerwwKULC8eRWuhx+rmSpbtEYNXCl59ORUY2XRoqsUqw6elFzfn+L3vn8f+arDdx5/hs8PqJiOi6EqTJUcbt/esqjjWu8xgMvJZslMW1FWeij8SrHWCuDHb+/HdiXjBZOxgklnIsQ9u1unvaY7FcZQFcq2h6KIxo0u8Bt5Gapgd0eU27e3cM+eNl6zr7VWETr9vTwJ9jpvjbx5mPuac125KCVtOZJ8xaZkushaplbV8RjMVslVbE5OlDg9UaZgumxpjbKjReW/3ruTqi0ZL1pc35fk51+5c3FHGyiABsEKYBkoirIuFcBac2N/kv/95n08c87P1b57VyupyPS0tdu3t/DU2SwPHJ7AdmSjclbKC/njRcuhPa7zrWOTDOWqWLXXhTW/9XM9KLyQa6Y+XL5OXdEEamOlmV2gLfVzNh0/8JuOGQxmK+iKH0TWVX8ITEfc4B8eP8dvfN9VALxybzuv2NOG7UoMTeHcVJmvHBxBVxTu2dPWaBU96xGvoQJYTwQKYBnUm0GtN9aDgtnZHmVn+9ytcXVV4b/du4N797TxRw+eYjhfJVO28aSvBBRgKGvyb8+N4Eq/15CmSEqWyxJqwoDZBZAEDAU28FCtKxZdFaiqQsm0iegqRU+iCMmN/Un601FMx2O8YE7bRgiBoQmOjhb5zS8cwqwFiz7//DB/9LZr6UperAQuRyuI+ba/1EDuSsqewAW0DJYraK90F9BiURXBTVtSfPJHruWnX9ZDqKnfj4evCOqnUTYdbOfS2zbDBf9+IPzXJ1VHkilZjBYsJksWFdtDAY6OljgzUWKyZHF1T2LWbf/lyfNICZ2JEJ2JEPmqzVcOjs762ksV4sEKIGBZbBQBvRI4joNpmtMelmU1fq+nwz1y1MZQwKuNjfSYHoh1ZZCCuZmoNtVcKPgDcDzP48hoke+/rpt3vMwf7Vq2Jc+cyxLSFPZ1xWszqi8IZkX4zehWmku9f4MYwCbmSlgBeJ43TZDPFPC27ef+a5qGYRiEQiFCoRCRSISWlhZCoRCGYaCqfsXm35x4iY6kyWCmXLvZfeGvQKNlw2LSNwOuHGTTT9MFV3qoikJIU4kZKoPZCh9/3kQ9chQpYX9Pgnt2t/E3j55FUQSO6+FJyd272+Z8j40aBF5p5REogMvIelYAUspZrfZm4V4qlXjmmWcaQr0u4NPpdON/mqY1LlIpJYO5KkXTxdMUPKGQq0iK2TIvDuZRFcGu9ihTJYuoBlNN7t2QpmBoCvGQguVKTNuj6njrdgBKwOrheL7h8dWDI6SjOsP5KhVHsjVmIKXkpcE8d+1M8+O3b+FvHjlLvuKwJR1mvGCuuMW91gpgpeVHoACWyXK+xLVSAK7rzuqGqT/qGU26rjcEeSgUIh6P09bWhmEYGIbBM888w2233XbR/o+Nlfji4yNUbY+7d7fyylrq5988ep4Hjkwwkjf9RnBSEtZVypZHe0wnGdEJaQp7O2OcGC9N26fpekR0f1qUoSr0psLkqw4D2SpSShJhnXzVJsgE3Rx4+G06/uWpcwghSGv1FiN+ivBEycZQFbakI/TtCON4ks8+M0hPKsw1vckVO461VgArTaAALoG1/jKllNME+uTkJOVymWq1imma2LbdyDpoFuyhUIhEItGw4jVt+ZfBuakKH3nwJLoi0FTBPzw+gOdJ0lGdbx6bpGj6x1C1PTwJZdtBAKNFk/50hKLlEtFVVOH3BKrUXudJmKq4qFUXTRVMlGy6EgYtYY2i5ZIpL31GQMDGxpGQLTt+V1AdurwL18pVXXG+9NIobTEDIQS6KtAUwemJUqAA5iFQAMtguV/gUlYAiw2i1q3zUCjU+Lu/v59QKISu66t+sT17PofrSTpqPdgF8NCJKe7elUYiqdj+QBhPTu8bY7vw7LkcLTGNSnsY2/Ot/pmfjpT+JLGy5RcFtcc0zMs5iDdgXaGrCrbrUbLh5HAGQxX8wHXtXNsZ4om4wYmxIhFD9V2anqQ1Nv9sgMtNoACuEJabBup5XsNCn+1R7zGkado0X/tcQdRmJicnyWazJBKzp8qtBroqpg1KcSXoiqA3GQbpt4IuW960wF4dy5OMFWyePJObs6jLg2m9ZEaLK5/ZEbC+UGvN92a7JOpdY11gtOJffw+fKRLnRXZqDocqKudMC1XTuKYnwa3b0it6bMEKIGBWpJTYtj1vhoyUkkqlwrFjx6YJ97mCqJeD42MlHjudIaQpvOqqdtoXmKY0kzt2pHngyATDeRNV+B06b9ka5vRkibCmMFmyG/3551KZw/mVnYsaBIg3Nq70J8JVbHfeFGCv1lL8ueEKp7M6P3nHFn7tvggvnR6hXCpwVZvC5Pgo7e3tKzZIJVAAVwC/8iu/wn/+539iGAa7du3i7/7u72hpaVlwuyeffJKTJ08yNDREsVjkrW99K/fccw933303MHcQte6OkVLy/PPPc/31i2tZu1SWGmR+fiDP73/lOI7nISV86cAYf/zWq+lIzF1CP5O2mMFvvm4Pj5yaolB1+M6JKb7w4ijZskW24rClJUzUUBkv2WRKFpfDexMI/41P2XIb6cALXTKehGzF5v8+co5X7buVN93Tg5SSfD7P2NgYZ86cQVVVOjs76ejouKTjChTAFcB9993Hhz70ITRN49d+7df40Ic+xIc//OEFt3v00UexbZve3l4ikQi/93u/x/bt2xftcvE8b9Xz9Be7f8vx+LNvn6Zsu7RHdXRNYaJo8eDRCX701j7AH7P35YNjTBZtrutLYMyx7/a4wZuv7+YbRycYK1hkyjZTZd9Vc2aqyq6OKMmwP1ULe/4BLwEBsPQxmqoQ2K7HPzx+jv/15v0IIUilUqRSKfbs2UO1WmV8fJwjR45QLBY5cuQIHR0dixrCPu24LvNAmNXYvplNqQBe85rXNH6/4447+Ld/+7dFbfe+972v8ftHPvIRrr322nWlzRd7LFXb5bfvP8ah4SKO55Ep2exoiyAEjV4qFdvlf37pGAPZKrqq8NCJSW5Lu7xsnv2WLZdsxSZbsRtuGImfKdQS1YnoKrbjIebw7wYELBfHkygKHBkpcGy0QCqi05W8MB84HA6zZcsWtmzZwiOPPEJraysjIyMcPnyYeDxOZ2cn7e3tGMbqDZSHSx8Is9JsSgXQzN/+7d/y9re/fVnbLvViWC+FYN85McXxsRJdCYPhvIkrJeemKnQlQ9yx3Q+aHRwuMJjzWzqDP6Lvu4Nl3j/POe/vjmM5XqOpWz10a7mSbNnGbmoNHEzZClhJJOC4kiMjRX7uX16gNarzAzf28o6X9V90vQoh6OzspLOzEyklhUKB8fFxnn322cZzHR0dxGKxi7Zdifs3UACXgVe/+tWMjIxc9P8PfvCDvPnNb278rmka73jHO5a8//pMgKUsHy/HTODFkK3YIPBTNwVMFC00RfAbr9vDvu44gD+Hdca+JRJP+lkas7GrI8b37m3lPw+MAxBWBNVaeo81I80nEP4BK42UENIF+arD9tYon39+iFu2tszZQA786zqZTJJMJtm1axemaTI+Ps7x48cpl8u0trbS2dk5zVUUxAA2AA8++OC8z//DP/wD999/P9/4xjeW9YXUFcBKZResFIuxUK7uiqMIsF1Je9xAEYL79rVzy9bUhdd0J0iENSaLFmFdoWi63NSpoirzf1a/+po9jBZsXhzMYwZlugGXkXojQYGfLjqWN/nTb53krTf28up9HY3xkfMRCoXo7++nv78f13WZmppidHSUI0eOEIvFUFWVWCy27GNciXbQK8kVqwDm46tf/Sof/vCHeeihh4hG5+5dPx+api1rLvBqslgX0HV9Sd5z9zb+7vEBiqbLXTvS/NSdW6a9JhnW+N037OXTzwwxUbS4aUuSHvP8vPt95lyWT373HLmqQ29LmIrtMlEwMZfZzTlwEwUsFgHoSm2oTFzn9EQR2/Mnkn366QFMx+WN1/csaZ+qqtLR0UFHRwdSSorFIsePH2dgYIDx8XHa29vp7OwkHo8v2ohcb92AN6UC+KVf+iVM0+S+++4D/EDwJz/5ySXtY7ljIVeTpcQYXnN1B/fta/dT7ea4eLuSId77PTsafz/11MCcS9izUxX+99dPoqsKMUPl0EiZZEijPRFiJGfOWuhlCLBq/59tWlcg/AMWS0/KoGr7oyTDmkLJdLimJ0lPKozpuDx0bHLJCqAZIQSJRIK2trZG/GB8fJyTJ09SKpVIp9N0dHTQ1tY2r4UfrADWASdOnLjkfaiquu5WAEtFCDHHMD+fbNlmJG/SFtPpSITmtXIePjlFpmyTCvsN3mKGSrbicPOWFBXLJVNLC5X4MQQpLwj/+v9nk/fB9K6AuQhrAk1VMFTB/u4kfekIP/+KHXznxCSfe3aQbW3+6t6pjYxcCeoGkGEY9PX10dfXh+d5ZDIZxsbGOHbsGNFotLFyCIVCF22/ntiUCmAl2MguoMXw1JkMf/TgaSQSKeFn795KK7MHsQ4OF/jM00NkKzb5qk24pNER17FcScF06E6GuaFX58lzOUqWt+As32YC4R8wF1VHcnt/gl945U46kyH6WyIYmsKrrurgsVNTDOYqaIqC40nec/e2FXvfmde/oii0tbXR1taGlJJSqcT4+DjPP/88UsqGqyiRSARB4CuFje4Cmo+K7fKRb5xGVyGsa9iux18+fI5f2D/7vv/xiQFSEY2SpVO0HEqmQ0RX+OD37+X4WImxksXz5/OULG9RlZ0BAYvl1167h2t6U9P+Fw9r/Prr9vLwiUmKlsv1fUn2da9Mf6yF7i8hBPF4nHg8zo4dO7Asi4mJCU6dOkWxWERV1UZm0Wz9vC43gQJYJutxBbBS5Co2rieJh/zLQ1cVFOGRNeWsN0DJdAlpCtvbIpwcL1PyHLa2hPjrR89zeKRY6/5Z799e69WzvlbCmx61Nn1tIyGAL780dpECAEhGdF5/XfeKv+dSLXjDMOjt7aW3txfP8zhw4AClUoknnniCUCjUqDkIh8ML7qt+7wWVwOsATdOu2BVAa9QgpCuULJeYoTbaL7dFZvej3rUzzb8/N8xowcJy/UrHw6NlCqZDzPCtHLv2WUkC4b8e2WjCH/xr6Znz2aVts4YzfRVFIRKJkEql6OzsbLiKXnzxRVzXbbiKksnkZXMTBQpgmVzJLiBDU/j11+7mD756glzVQRGC979qJ6HM6Yv270l/+IsrJSXLIWZo9LWEGc5VkbIWaBZ+ip7trf/MnrgOxWDWzIZhNF9d8jZrPdKxvn0sFiMWi7F9+3Zs22ZiYoKzZ8+Sz+dpaWlpZBVdysCmhQgUwDJZjyuAleSangR/82PXM1myeH4gzxdeGKGQq/KutgI3N/VY/8rBcT7zzBCJsIahKUgpCekKIV2BKtiuh6oIJBAzFKKGStlyKS0Q3V2Lls4CUFTVn1ZzhWKo4qKq7LnYCG21WyJLK8RcyxXAfNvruk5PTw89PT14nkcul2NsbIyTJ09iGEajV1EkErmUw7+I9ZOQusFYj2mgK91rKKyrHBkt8c9PDjJZshkvSz7yzdMcHS02XvPNoxO0RDW6EiFSYT/zZzRnEtFV+lJhIrqKJyWKEPQkQ7THdGD+9FNYG8EjgXx1/Qr/xYgdAajz3NWLFf4bAQW4d2/7krZZ6yycxby/oiik02muuuoq7rrrLvbv34/neRw8eJDBwcEVPZ5gBbBM1mMQeDWazX372CSxkEospOLoAgt4/EyWq7r8nkG6qlB1XBRdcF1fgkPDRa7tifP913VxU3+SR09l+PPvnOF8psrpqQq6ouB3FboYVfjVv8HEx9lZ6JtVBXQlQowXTVZCjS3mSqrrmpX+yiK6gul487oMd7ZH+flX7lzSfte6n/9yto9Go2zfvp1t21YulbVOoACWyXqMAawGIV3BbboLXU8SbiqqeeuNXfzFd85RsS1cT7K3M8Zvft8eUhEd2/X41vFJJoqWH/z1oOrNLioUIKQKys6lKTAVX3BdLh1Sv5UloAl/cPla4UkYK1o4l1GB1gv7Vjq243gSTUwvFgRIhBS6kyFM0+LDb7t2xQq8FstaK5CVJlAAy2Q9KoDVWAG87cYePvS1E4wVTEqmR0dK5Xv2tjWef9n2NImwzjPncsRCKvfuaSNV88tOlmymSva0YfDTjhff4pcSYjpUa1Jkub7nsApVd3GukpWqR6gfp65APKSiCIXJ8tpEkSW+4KwjxIWMq6V8prN9NpoiGvsWTfuWrLzSE0BbVGeqfPGo0JCmcH1vkptbqlzbm1zyvteDAA8UwBXApQSBV8sKWA0FcHV3nP/5hr08cSbD6NAgP/TyXY0ZAc2vubrWRrqZqKEi8W9aRQhKltsQSKriW42q4ruRrmtXGKqonMmYFwkqXfHTFOsCZzY0xRf+mgBdBdebv4q4KxliOG8u+nOYDwXfbVU0PSJLG6m8KJarEJsvhaVsP/NjU/Azw4Tr4TV26h/VfJebwF8dLFlB1DTMbLH4iu3xit0t9MipJe7UZ60VwHobCBMEgZeJqqrY9vIsvdXsB7Ia+97ZHuVHb+3je7eHaYstPusiGdZ46w1dxEMa1ZpjXxH+RacrgrCm0BYP8ebru/nFW+L85Q/vY2dbxF8Z4MuBqztC/No9HX7/oFneQwW2pTSu7Yo0XhPWNbx51gGGClFDIaIL2qI6uuoLqp1tYboS+qJWEM14+AoIJGXbQ5+n7fBS960pS99mse853/+bT0FV/aiNKuCeXW2ENNWP4yxwqanK8ms+fEF58f91VTCYrV6SEA1WABcIVgDLZLkrgNX88tfLhWU6Hn/58Fm+c2IK0/bQFMGezhhV26Xush0tWKTCKjtaNG5KW3z08SxFJ0dMge/ZolByFK7pDPHm/Wmi0SjDFcGnnp/Acjxc74JVrKqCKRMSERW9tgrIV505fdKqAE1V2dUe5Qeu7+bxM1mkhJ3tEW7sTzJaMDk6WuKlgTwVx1+xjBXtWZVPTIMb+pK8MFzCdlxsj4agjGhQmZEjEDdUhPBTYzVVUDTnd0JFVTC9uV1Ves0tM+ux6QqehB1tETIVZ9bVzlyyeWaxXkgVdKXCTBQtipbL/u44B4fyqMLPKpptPwJ/hecBrVGdfNWeFpvwjQB/apwn60rHrxnZko4QC2lkK85FWUutUYNtrRHwKnMc/fysdTO2IAZwhXApCmC1LsK1HjkppcRxHD7x0Gm+dmSKuC4YL5hICde0q3RGYKoqedOeMLvaWlD0EOl4mI88PI4tNbZ1JjA9geXBn7x9X6MVBcB/6+pie2eKT373HGXLoWR5tMV08lWXUtXh0GgRKf0VQV1mdMQ0iqZLxbngu1YVwdtu7OZX79sFwNtv7aViufz94wP8y9NDaIrA9SQ/eecW3nJjN//1sweYPJXB9aYLTAW4pVvn2v44zw8VcaTvF0f6Aq0zEcbxJGMFqyGkLdejLWZw67YU3z0xRUSXVOzZP8/+pEbFFVRKc68yJb6bzbTdi9ws7QkDTQgihkpYV5goWY12HHXqxXkLYToeA5kqIJksmJzN+MJXEQKttg9dFShCYDp+v6eQ7jdh81yJ7Xq0Rg1KlsvW1giv2pPmn58apGK7pHSFRFhHKAqTZYf+dISeZIh81aa3JUyh6pCtOEgpaYvpvOWmPm7bkuDcuczCBz7bZ7YBs4BWk0ABLJPl1gGstpBeTaSUVCoVKpUK1WoV0zQbP+vuMFVVefh4lbAiUBUFRSiYnseRDMRDGq0xnd27dzWmj40VTEw5RSLsxwniIY2JosVYwZqmAFxPcmikRDKs4UlwPIct6QiHR4ooiu/zV4QvhLtjBtmKQ8F06UgYjGRN4hGNiK4S1hQODhca+43oKsM5kwPDBXqSfstr15N8+eAYr7+2k/a44Qc8Z34WwFDRJXcqR0RXqNi+y0IIiOoq+apDxfaQSEKab6nrqsJvvG43n3p6iLLloipiWkqsJkDTFGKq5Ofu3sq/vzhB2XLRFEFhlqk6vhyRJMIq+arru3QEpCIanicJh1XyFQddE02++wvEDA0hJJnK7IZMPdirKQqKItjWFmOsptAl/srA8SQRFdqSIdpjIUbyFSaKtj8XWgh01V8ltMc1rutL8btv3EdHIsSbbtrCR7/4JKFEK1e1wLZQmb96waZsWYzkJIau8uG3XkO+4jCar9IeD3Ftb4IzkxUePZ0jusw2sWstwNfbvR8ogGVypa0APM+bJtCbf1qWhZQS0zSRUhKLxQiFQsTjcdra2giHw+i63rgxuo4fYCRfJRTSCOsuRctDER65qk2+6ncLrRMPaQguNIuza4HGZNi/NPNVh88+M8RjpzOcy1TY1RYlqqscHLE5V7NEI7qK40q82sxir/a/eEihJxnGrFrs6Lww67hkuVRsl7OTFXS1ZrWKCy60uv/bcSU/eksv3zk+xUSTJS6AkCbQFEEspNIe961bTVVQFUFIFVRsj2rN5+F4kojuz0h4+OQUT57N+ufrXliZKIpfHnf7thZe3WOzJaVzbKzYiJ3oisBuzvABpCepSklXIkLBrDYmqMUMX9n9+vft5f89NchIrkpU1wjrgvGmPhcF0+GX72rlO2cKHBq3KdsgBQ1XjapAOmoQ1n3XlaEqNYXkv8aV/uediih84efvIB7S+NrBUX7rPw+jCEGklkJ8z+523nX3Nra1RhsjRbe1RXn7VQZ33XV943iuu7bIl547w8RUlt0tHik7w96+LqJ72rEcj9/78hEODubxPA/XsWnvz3PNMjKB1loBXMpAmJVePQQKYJlcShro5VYAnudhWdasAt40TTzPQ1EUQqEQ4XCYUChENBolnU4TDocxDAMhBAcOHGDnzp0LjtH8ubu38jtfOkambFO2XXRVkAjr6KpAFYJHT2d5xR4/lTRqqLzzzn4+9sARvKKNUBR++JYe2uMGVdvllz93iIFM1VcclovrltjWFqU3FWKybONJSVhT2dkW4shYCdeTWI6HoSr0tUR4/TUd/O138xSqDiFNoWA63L6thf/vC0eYLPnb7+uKkwxrTBRNYoZGrupwbW+cTNnikVMZ3nJDN59/YYSq7WKoCo7ngfAHkSiK4J7drbjHp5gq2b6P35O4npxWI+C4/rSqrx0a94UIF1YVioDeZBhXSt5+cxdt7iTv++Ix1NqKwpNME/71gjlP+jsxNN/N47gSRUgUJG0RQcrJ8u5rNKpVjYfPKPzNAatxTJriT856ftzlT374Bv71xUm++NIYMUPlzGSZXNVBVQTdyRC/ct8e/s83T3JyvIRpu3gS0lF/8E/Fdvm+XQafeXqAp89m6YwbvOO2fj7//DCOBy/f1cZvvv4qIsbCrY+70nF++nuvBcCyLMbGxjh06BC2bXPejvPC+QJdyTCu4zJVsPnzh07zFz96w4L7bWY9tIJYTwQKYJnour5sF9BKIqXEtm2q1WrDWj9x4kRDwLuuixCCUCjUeITDYRKJREPYL9YiWcrM4T/9oWt4aajA558fYThXbdQGZCs2EX36+718ZyvuLXFCLV30tSfpb/H7nRwcLjKcMwnrCsN5F8eTjJdsctUcrTGDn7itj5u3pvjkd8/ieJKt6QiO66GpCh1xgxv6k7zh2i6cibM8lguTq9i89uoOchWbs1MVUhGdhK5yaLjAW2/sZjhvMpIzubE/yQ/f0ssXXxwhGdbpTob5yTu28KmnBlEVwWTZJh1R0YSL40q+75ou3nnHFr51bJKy5XA+U+XfnhshYviuISQ4UnLvnla+fHDcn1/b1JMnEdZ8Qe9Bf2scTYmTtycamTbNikRVaMQZJLA7rWFVyyQ0j6wLSUOwIyn46VtbCIcMWlJJIpEI110X4sXSSzx3LkfEUAlpClXbxRE6iUSCkjWOrgpiIY1repMM5cqoQuEHbuhiZ3uYdEQjrCloqk6h4lB1PGIhjRu7ooyWKjz41AAhTeXEeIlUROdzP3c78ZC27EItwzAaw9lt2+bkYycwqyZZr4qmaWiKJFO6uE5gIdbaB7/W7z+TQAEsk+WuAJbipqkHVWdzy5imieM4CCHQdb0hzIUQtLa2Nv5eq6ETW9IRtqQj7GyL8oEvHGGqVhwVNVTeeuPFfdrbIirbe+LEYr7wt12PsYKJKyXjOQu36TOzXCiaLvdd3c6O9hh/1pNgomjRUrNKB7O+O2RLOoKqCLYlFX7o1fsBKFsub/vrpylUXaZKNpoi6IgblG2P/3bvjmnHZDoe6ah/i3TEDd50fSfbWyMIITg1UWJyYoLvu76DHWk/+f8N+/1VzRNnc3zhxVE8KYnqCo4H+7tj/Mbr9lCxJQ8cGa9Z6362jaEqWK7kx27rISosfuGzRylbXmOFIGqPkCIxPUFUB1cK2qIaf/HD1xCNhpmsuLTFQ/M2R3vbTT1+zKSWiQSCV1/t99K5fUeabx6boGK7ZMs25zMmLRGNf3pikPtfGqNqu+ztiqEIgeW4jBQs3vs9u7itL8zb/u+ztKf85yKoFKo2Lw3leeWepfXpmQtd17l93xY+dyhP2FBwLZNsxeL6eImjR4/S3d296BbK62EFECiAK4CVCAI7jjOn370eVNV1fZprpqWlpfH3bG1iJyYmaG1tvbSTW8SxL5Z93XE++rb9fPv4JKoQvGpfW8PCn2vf4wWT//XVE4zkTSaKFqbjW9EC0FSBrgraYjrVWupL1FDZ2nphnzvboxftu853jk+iIFAUMDSBZXuMFy12t0fxam0qpPQH3+xoDXNopEhHXKdqe4Q1hTu3p3yLfV8bmUyCc+fOceDAGN3d3XR2dvLE2TzfOZnjmt4ELw4WEMBVXVH+5IeuxbIs3vvyTiyzwmNni0Q0hbfs0WnRPVIh6I9k+Mzjk4wULJK1wG7Ny0M6ppMIaUyVLG7u0kiqDj90QxuxkEIyFqYlvrBQuW9fB4Wqwz8/OYiUkrff2sebakNTXrY9zS+8YjufeWaI0bxJR8ygO+UPKRkv+sV59fpvVVWI6irX9caRbgWBQHr4KVj4B6zNUwuxHPZ0xvnvr9rFJ75zhqIjuKk3xm+/5WYqhSxnzpyhWCzS1tZGV1cXLS0t8wrZtY4BBArgCmChILDrug0fe7Ngz+fzvPDCCwghUFW1Idjrbpn6IOnmoOpGZ2d79CKhPB+f+O5ZxooWHXGDqKHw/Pk8ngBN+MVjtuv7/XtToYV3VqMu1CeKJn0tIUbygmzFxpWSrakQt22JT/s+FUXhZdtbUFWFM1NV4mGD1+xqpS1xwWXW3d1Nd3c35XKZoaEh/vQLj/PvJ13q3v+kDu+7OUxH2Ob04Rcb3/P77urgA9+7hXA4fFEA/cnSGRBlIoaGoalMlfw+SvVg9c/evY13vXwbnucxOTnJuXPnKJVKtLe3093dTTx+cUV2HSEEb7upl7fd1Dvr8/dd3cl9V3fy1r96CkPxoxSeJxHSY0tSZ3CyiEDiuB7XtQnOHn4ewzB44zWtfPV4AaWWQdWfjnDzlpZFfzeL5Z497dy9u43JqSnGx8ZIRkMko110dXXheR4TExMMDAxw6NAh0uk03d3dpNPpaffRWgvwQAFcAdi23ejX/dnPfpbbb799WsbMfEFV0zTZvXs3sVhsrU9jyVyuFNbTkxVSId+cjBka/ekIluuRqziYrkd3Msxvv35PI64AXGS9138H//saGhqira2NqzqjfPP4JPu6o3ieYKJk8babegiFfGXSHA8xgFfsDXO359ViLBVGRjKNeEv9+wZ/pfb1Ab/OQBX+e5dswaTayhvv2LPom/727Wn+35MDjTkKibDGjrYo+3sS3Lqthddc3dE4zo6ODjo6OnBdl/HxcU6ePEm1WqWzs5Pu7u4Fe8fX3Yv1tN7671fHTR4dcgir4CLQVIWfubWVoRKMlj12diR41dVdaLW+0zd5HtdsneCZc1k6EyF+8OYeDHV1RhgKIWrpqdP3qSgKnZ2ddHZ24nkeU1NTDA8Pc+jQIVpaWuju7m6sjDeyAgiygFaQj3zkI/zKr/wK4+PjtLcv7K+8//77+a3f+i00TaNardLd3Y2u67ziFa8glUo1gqzzBVVXc7rPRqZZufSnw5waL5GOGpiOS9F02Nke5TX7Yrzhmg52tEURyDlbcdQ/f0VREEJw4403Mjo6yosvvkgikeBNV6d58EQBV0peu7+T117dTqlUmiYI649675a6tR4Oh4nFYrS1tRGJRKZZ78qjj6Eja+4PiWM6TGVyPP7447S3t9PT0zOvhQ5w05YUH3jtHv7sW6ep2i6v3tfBr79uD2F97liOqqqN1Yht24yPj3Po0CEcx6GlpYVYLNYQ9vVHfbtwOEwkEiEcDpNOp+np6eG39oX49DPDPHIqQ0tE42fv3saezrmPW1EUXrO/k9fs72x8h57nNT47IUTjO7kc1q+iKLS3t9Pe3o6Ukkwmw8jICEePHiUcDjeObTnpmGutAFaaTSuNzp8/zwMPPMDWrVsXvc0b3vAGvv/7vx+AT3ziE1QqFd797nev1iGuO1ZrBeB5HlJKXNfFcRzefWcff/D1U4wXTc5lKoQ0P//8uyczWK7kV161AyGUhmBpCOBZbmjP89A0jdbWVqLRKJlMhm57mB/sMlFUhZBb4tCBsWkCvl7bEA6HlxREf+N13XzmmUE8T+BKScTQ+MF7rqE/FWJiYoITJ05gmiZdXV10d3fPOQj8Ddd28YZruxb8zEzTvMh6b44faZpGPp9nbGwMVVVpb29n165dxGKxBYXfO+/cyjvvXPy9Uaf+XTRfK3Mpg+WyFCFaT4pobW1FSsng4CBnzpzhscceIx6P093dTXt7+2VLlggUwDrhv//3/84f/uEf8uY3v3nR2zR/ccsdCLORK4GXc+E2u2bqP2friBiPxzl27BidnZ10dXXx0bdezUMnMvzlw+foSBgI/Crhp8/lsaRKIqRNy5JqftQF4WzWe3t7O/39/RiGQTabZWRkBMdxSCaTjRXdcvm5V2wjYqh88+gEqbDGL927g22tfuyjq8v3Vdu2zejoKAcOHEAI0Qgez3zf2dwz9b/nWpW0t7dfFFOoU6lUGB0d5fDhw+i6Tnd3Nx0dHau6Ip1NGdRTluv1J8sRiMsVokII4vE46XSa/fv3k8/nGR0d5eTJk0QikUV9JsEK4Argi1/8In19fdxww9KKSJpZj5XAl4OLhsLP8L3Pd251C1BV1Yus9x07dtDf38/IyAiHDh3CMAySWguq8F09vrB3qZoOL734Aop3wcptFoT1FNjFWO+RSISenh5M02RkZITnnnuOUChET08P7e3tS7ZUNUXhXXdt5V13zW0567pOX18fHR0d5HK5hgBSFAVd1xuf32zumfrfy7FWI5EI27dvZ/v27ZRKJUZGRnj66aeJRqN0d3fT1ta2Ilaw4zgNpdX8s7ngsP79bN++vZHKPPN6WC3qAlgIQSqVIpVKsWfPHorFIiMjI5w+fZpwOExXV9esinktFcBqyI0rVgG8+tWvZmRk5KL/f/CDH+QP/uAP+PrXv35J+78cdQBrzWzWe7lcnrUSuH5TzebznUuQNhewNT+EEJRKJWwrS1x6jGQUQoaKh8J9+zq45YadjerklSAUCrFt2za2bdtGoVBgeHiYkydPNnzii80xr7MY94xhGNPiCVJK8vk8mUymEbScmcGyUsRiMXbt2sXOnTsbgu/kyZONVVA6nZ71O2suOpwp5JvjCnWltRh32nxuornOfaWtaCEEiUSCRCLRUAajo6M8/fTTjdVSZ2cnhmGseTvoIAi8SB588MFZ///SSy9x+vTphvU/MDDAzTffzJNPPkl398UFSnNxJawAZlrv9b9nu8jq7orTp08zPDxMb28vnZ2dqKo6p+/dsqxZ3Rim6bcmnmm9163c5hqH2++0+X+PnODESIb+mORNV0VX1VKsCwIpJVNTU400y7rfPhKJTHM7zTy35srruiCcK2g8k76+vouClvX0zkQiseLn2iz4du/eTTabZWhoiMOHDxOJRBpZRDOznZpXJolEgkgksqSK8pnHUP+5HGWwVBYjwOPxOPF4nF27dlEulxkdHeW5555DUZTGZ3EprsL1xBWrAObiuuuuY2xsrPH39u3befrppxeVBdTMeo8BzGa9z/W+s7lm6v9vvqlDoRBtbW1UKhUGBgZ44okniMViDYHZLATrr68Likgk0hDw9YrlxRAP67znVVcDfn+Y4eFhnn32WSKRCL29vbS1tV20L8vxGM5XiejqRdPLFqJu5VYqlUZsQNM0RkdHOX36dOO86oKv+bzmKs5bCs1BS9d1mZiY4NSpU430zp6enjmDxwvR3PBvpgXfvDKpB0zL5TLVapXW1lZ27dq15JXQUlmsMrhUN8pSto1Go+zYsYMdO3ZQrVZ54oknOHDgAHAhrrNQuu16ZtMpgJVCUZQ1bQY3l/Xuui5jY2PTqiFnumbqv9fPY7bjqwuKmQHIuvWuqiqpVMovrpqYwHVdurq62L1796rdEIZhsG3bNrZu3UqhUGBoaIjjx4/T3t5Ob28vsViM0bzJ7335KJmS3Ujz/Kk7tzTOdzb3TP3cZrpn6o/u7m62b99OKBRqxAtGR0enCevVEIyqql4UPD548CBSSrq7u+nq6ppmiXqeN6vbqVKpNK7V+jlFIpEFA8f1fU5MTHD27FnK5TIdHR10d3eveh3LTGXgum6jFfnk5CShUOiyB1TrjRFvu+22acH8+rXf1dW1YKPE9camVwBnzpxZ1na6rq/aRLD5ippm21+z9X7ttdc2Ut26u7vp7e1tFDnVaQ7UzRSCzdZ7sxBsaWmZ13o3TZPh4WFeeOEF4vE4fX19C5bkLxchBMlkkmQyied5jI+Pc+zYMRzH4TMnBWN5l5awiuO6/Mez50iYE2yPu5fknqkTiUTYsWMH27dvJ5/PMzw8zLFjx2hra6O3t3fBPP/lUvdFt7S0NFI7T5482fjuFUVBVdVp55ZKpRoW6nJXJs0FVvWCs+PHj2Oa5qILzhZDs4Cf6VqrB4/r51VvQ76cAPJKKY1QKMTWrVvZunVro3Pp4cOHsSyrkcm2WtfCSrLpFcByuZReQK7rNlLg5kqLbH79TMt9Pus9mUwSCoUolUqMjo7y5JNPIoTAMIyGYqlnmNQfqVSK7u7uRguK5RAKhdi+fTvbtm0jm80yODjYaNTV09NzkRJaDs3umZmKy7IsXNfl5JiJCpQcBd0wUFQVEW/lppv6VzTlsTmLpG4lnzx5clqe/1LOuTmldTYhKKWc9r3V01nrsYqpqSlisRg9PT2rFjyeWXBWb9fseV7DAp7rnGc7t/rvzedWF/L14HEkEpkztrAWAeTZtp/ZubRukFSr1caKKR6Pr6v0zzqBAlgmcwWBF7LeVVVlYGCgYcXOlRY510Vft5RmC0DWFVLdeo9EIuzevbvRN6ZUKtHT00Nvby+GYazo51FHCEE6nSadTjeWyS+88AKhUIi+vr5ZffZ1ZvNRz9ZyoTnLZGYQ8sbMUQ6PFIgbCuVKBcu0MZwStm2vWs57s5VsWVaj6ljTNHp6eujo6EBRlGnKa2aKJPjXVPO5dXR0NH6fL8Da0dGBlJJsNsvw8DBHjx6lra2tUXm8GoKnns7a19fXWP0999xzSCmJx+NomtZIAqgL+OZ4UH3VtdC5zcdyA8irmcWj6zq9vb309vbiOE6jRUe9X5PruuuqFkCsl4yUFeKyncwXvvAFPvOZz/Cxj31sQet9puWez+cZGBigUqnQ29tLT08PqqoipWzcNDOFYH0aVz2PullQNAcg57uwHMdheHiY4eFhwuEw/f39q2YtzqRQKHD+/HkymQzJZJJYLIbrurNmz8w8v8W6Z8AfMfm/vnKM8aKF50let7+D127XGR4eBqCnp4eurq4Vr/ysx02av7NCoUA+n8c0zYYArCus5nNbSlB8MdRXJMPDw0vqDTQfM/P7Z1ud1F1NpmlSKpUaNRWr8XnPx0zDq1kZjI+Pk8vl2LNnz7L2/eijj3LXXXctebt6QP/AgQONepW6S2+x3329qn0Zq/Q53yBQAMvkG9/4Bu9///tpb2/n3e9+N6997WsbX8x81nuzVVsqlZiamqJcLqMoyrTg40wBv9w0u9mo55wPDAxQKBTo6emhp6fnklYFs+WINz/qQiIUCuG6LuVyueFSWOkVieV6jOVNwro/rrFOpVJheHiY0dFRkskkvb29i74BvUZDuIsDrLZtXxRbaP7+dF1vWOf5fL6RzXM5AoZ1V83IyMicweP66xZyP9Wznurnt1D6Z73gbHx8vFFwtpwCu0uhvhKvn9PExASaprFnz+Ib9DWzXAXQvP0dd9zB5OQkIyMj5HI5Wltb6erqWjCZIFAAC3NZT0ZKyaFDh/j4xz/Oww8/zBvf+EZuvvlmJicnecUrXnGRAGyugpxpAWYyGQYH/T7tW7ZsuWw3im3bjIyMMDQ0RDQapb+/f1ah2OyemSkg5soRbz6/2c6lVCoxNDTUmGHQ19d3WQJn9Vz7oaEhisVio+oTmDWLpr46mamc6z8XWnk1U8/SGh4exnXdhoW82nnl9Q62IyMjZDIZhBDTKo/rNRkzhfxKGB5SSgqFAiMjI0xOTjYKzlYqe6q+cp4ZRG7O7GpWzu3t7USj0WXVGayEAmjevt65dHR0dFoRYGtr60Wfe6AAFuayn8zTTz/Nu9/97kbhk67rdHV18YEPfIC9e/cSjUaXdBOVSiUGBgaYmpqiq6uLvr6+FQmgLkTdXzk0NESpVCIWizX8uDPdMzOF/KVW5dZdFoODgziOQ29vL11dXSvqs5+tRUFzANm27UZqazqdJhqNThPwq0Hddz46Oko4HG7UNSxV4NYDyHO5aGB6fCESiUyrPK4nAaxWOuvMY633YMpms42+/alUat7AbT1+MlPI140PwzAayqv5POdyHc7mJpqZIj0bK60AZh5TJpNhdHSUqakpkskkXV1dDWPQ8zx0XV/O9RgogNWiOeAEvoX3wAMP8LGPfYxisci73/1u3vjGNy5Za7uuy8jICIODg0QiEbZs2TLvTTIfze6Z2Vw0MzNMdF2nXC6TyWRIJBJs3bp12e+9VKrVKsPDw4yMjJBKpejr61uwAGm+FgX12MnMIGTzKqzun64PdhkfH6elpYXe3t5VL36qU69rmJqaIp1O09vbSyKRaAQ46wJ+ppCvB5Drq6+ZVvxCxoeUklwux/DwMNlsltbWVnp6ehrvvZp4nkcmk2m4xpLJZGMFODNAXg/+zxTwK9ESZGaR5HzKYDUVwMxjqq/YJicnicfjdHZ20tfXF6wA5mHdnIyUkhMnTvDnf/7nPPjgg7ztbW/jne98J11d87f5nW0/uVyOgYEBSqUSfX19jaBxnZnumWYBuFz3TP29s9ksAwMDlMtlent7L7lj5lLOu+4WK5VKdHZ2kkwmL7J05zq/xQrAud57amqKwcFBKpUKXV1dK5bKOtf71RVYuVxmcnKSTCaDZVn+AHRNuyg43uyDXylBXc8WGx4eplwuN2IVK5Hn36zAZippoOFGM00T13UbiuhyJSnUWUgZXC4FMPOY8vk84+Pj7N27N1AA87AuT6ZUKvGP//iP/M3f/A179+7lPe95D7feeuuS/Mb1rJL60rm+FKynlK2We6aOZVkMDQ0xMjJCIpGgv79/xazjhVoU1G9Ky7IIhUKNYR+rkUEzk3qMZGRkBE3T6OvrW3J8Zmb9wmwpoM3prc2up7oVKISgp6eHzs7OyzJUyHGcRvDYdd1G8HiuYH1zIdd8WUKLiTHU3ZEjIyPYtt3IYlpuC4zl0qwMPM/Dtm2ef/55Xv7yly/7mrsUBeJ5HoZhLCejKlAA6wHP83jooYf42Mc+xvDwMO9617v4gR/4AXK5XMPSmC0DY7bUz3K5zMTEBMBlDRrXLfOBgQGq1WpjVTCfUFqoRcFs6Z/1n80+3LolNDg4SC6Xo6uri97e3ssmGIrFIkNDQ0xOTtLa2tpw08wm4JtdUDDdhTFzhbIYYVLPYBobGyMej9PT03NZfPbgxyrqyl9RlEaef11pe543rZBr5jleynVZryUZHR1FStkoOFvpOpaZgeTmh23bjRGvyWSS7du3z1qYuRgCBbC6rPuTcV2XX/iFX+DIkSMcPXoU13Xp7Ozkve99L3feeedF/umFbp61ChrDhVXB8PBwY+axEGKakG+ejzxTMFxKiwLHcRgdHWVoaGjZlvliaa7PqAuFTCZDoVDAcRx0XScajU4LHNcF4Uq2ra4fS7PPfrGjJheinuY6W5yhuY9/fRxqqVQikUg0ivsuh/FhmmZDGdRTiDs6OhbtEpkrkFxX0jMDyfXHzCyvmW6ixSoDKSWPPfZYoABWkQ1xMk8//TRbtmyho6MD0zT51Kc+xV/91V/R19fHe97zHu66664l31Azg8ZzpXMuh4VyxBVFQVGURsC1o6ODnp4eYrHYZSkAarbMmxvDLZZm62/meTZnmcxm4QKMjo42iuuWm8mzHOp9kIaHh7Esq9GmYTbruLkJ3kwB2JzmOluu/1x9/GcGj7u7uy9b0LxSqTAyMsLY2BihUKiRxWTbdqOL6cx2EzMzoaLR6JJWYbOxFGXgeR5PPPEEd95557LeK1AAC7NhT0ZKyaOPPsrHP/5xTpw4wU/91E/xwz/8w0suFpotaDyfi2Yx/umZLQqaf58p6JrdBS0tLfT3969KL/vZqAvEwcFBPM+jr6+Pzs5OFEWZNU+8OUhet/5mCsGlWPD5fJ6hoSEymcyyFNGlYJomAwMDjI6OoigK0Wi04VKsN02rr8JmCvlLjSnUg8cjIyOUSqWGAbDShW6zKbFKpUKpVMI0TRzH8SfJJZONGdAr4YZaLAspA8/zePLJJ7njjjuWtf9AASzMFXEyw8PDfPKTn+Tf//3fue+++/jZn/1Ztm7dumQrxbIsBgYGGB4eJh6PN9o3zyb85soQuhTLaHJykoGBAWzbpq+vb9VaAjS3r66f28w2DLFYjHg8fpGQX2yLiaVQV0RDQ0M4jrMixV6z+aibK5HhQrGToiiUy2WKxSLpdJq+vr7LlsY7M3hcb4y3GJ/9XH74+rU6c5XS/Ki3Usnn84yMjPD/t3fuYVGW6R//cBo5CAiCMjCgDKSBaR4qzLIMysxMd800t93cjBRbr2zbbGtt99duqXnIzbK0w2qua5J6lZqm5qHUNVEpz2VmDKeZAeQgDAwwMDO/P9z3bRiH8zCcns91caVc8r7PE3Dfz3MfvndxcbHc3+DqSiJpL/bOwGw2c+rUKRISElr0TOEAGqdLbcZkMrF161ZWr15NYGAgKSkpjBkzps5pxl7f3va/tuJwgCw5IYUKvL29XVbbr9VqKSgoICgoCJVK1ayYtb2Bb8j4OcoxSCWd1dXVKJVKl5Wywi/NXnl5efj5+REeHu4wedtWzU7FxcXo9XrKy8udWtbZ1L3n5+eTl5cny1kHBwc7NPL1xeGbqwUl0ZKGM2dhXxFlNBrlPfbs2ZObbrqpRQlk4QAap0ttRiI/P5/NmzezadMmMjIyUKvVWCwWFi1a1GyJAqPRSG5uLkVFRS5PGkvDY3JzczGbzXVCNPZOzLYMFOo38M0xDLalrG09s8AeqekpJycHg8GAr68vCoWC2traOsbPURzeGYlkWwkKi8VSryZQa5FKlu0NvNFolLvKFQoFgYGBdcI0bVnOK8kt5OXlYTAY5DGbLVVKtRX+k/Ym9XDYzi6w/5Cq1exvBrYT+Brbh3AADdOlNiNx6NAhdu/eTb9+/ejVqxfffvst+/fvZ9SoUcyaNatFwla2SWNvb28iIyPbzBja/8JUVVVRXl5OaWmp3OzkKERjXwbqzPWUlpai1WoxGAxOm1nQWLOT1KzWo0cPWZvH3d1dDo+5or4frt3IpN4GX19flEplkxPXtsJqtvu0NX6OwjRSHF4K0+j1ekpKSggKCkKpVLoseSypcubl5VFV9Ytev32+wv42Jn1ItzH7fIqUUG7O99BRmKghZyAcQOO0yWbefvttVq1ahaenJw8++CBLly5ti9c0i9raWrZv3867776Lp6cns2bNYuzYsc3+4ZB+IXNycqioqJDlqZvzg2zfyOUoDOVIpkCKV0u5AovFgkqlkm8FrkCqM9fpdPTo0YPw8HBCQkIc/gI21uzUEkE12/p+f3//ZimUthZJpE2v11NcXCx33yoUiuvCiVK4zVEyuaWaSdLJXK/Xy8ljV4yblN5dUVGBXq+nqKiImpqaOocNqfDB/sPZZb0STXEGwgE0jtM389VXX7Fw4UJ27dpFjx49KCgokJUjOwJWq5Xz58/zzjvvcOzYMaZPn87vfvc7goKCmv0sk8mEVqslLy+vTqy+sTyDIylk2xN8U6msrESr1XLlyhV69+6NSqVy6YzV0tJSsrOzuXr1Kn5+fnh7e8uTrBw1OzVUDdVcpJi1TqfDYDDQp0+fNmtys7+pSGEMo9Eod177+fkRHBwszy9oq4S5hG2Iqra2Vg5RtfRWZptTkWLw9o1d9sUARqOR4uJigDZrOGvq2h05A6vV2lJ1VuEAWsrUqVOZNWsW9957r7Mf7XRKSkpYu3YtGzZs4JZbbmH27NnEx8c3KbZoX1539epVDAYDVqsVhUIhh2cchWicjW05p9VqRaVSyVO1WvvcpjQ7eXt7U1NTg8FgwMPDQy6lddWtRKqk0el0uLu7yxIQTT351ReHr0+WQfqQ4vDSrUiv1+Ph4dHs97cWk8lEXl6e3PAlTVWzv2E4upHZh9yk8IztPhv7ma2qqpIbzjw9PQkLC3OZBAdccwBGo5HMzEw0Go38kZmZycqVKxk4cGBzHykcQEsZOnQokyZNYs+ePXh7e7N8+XJuvfVWZ7/GqZjNZnbv3s0777xDVVUVTzzxBAMHDkSv1zNo0KA6xqExrfuamho5adynTx9UKpXLksZwLWmt1WopLCwkJCSEiIiIem8FzW12st1rfcbN9v2unFlg+357hVJ/f/8G99lYHL6575dCVAEBAS4VaJNuRVqtlpKSEjw8POTZ1o0lW521PqPRKA+18fb2lofatNYZWiwWCgoK+Pnnn2XjLhl8o9GIj48P0dHRREdHo1ariY2NRa1Wo1KpxA2gAVq0mXvvvZe8vLzrPr9w4UIWLFhAYmIiK1eu5OTJk0ybNo2MjIwOM9OzPrZv384bb7xBUVERRUVF9O7dm6ioKF599VV51mxzmoBcmTR2hMViIT8/n5ycHKxWK4GBgbIejW0oqr5cgzOanQoLC9HpdNTU1LTJzAIJRyWhlZWVlJWVybcVHx8fevXqRc+ePevst61OqZIx1uv1lJaW1un2bg22KqiNJVulnIXBYJA7j13V3wDXJLvz8/MpLCykZ8+e9O3bt97kuZQslwx7RkaG/GedTofFYqFv376o1WrUajUxMTHExMSgVqvbQopbOICWMm7cOF588UXGjBkDQExMDGlpaYSGhjr7VU5FqjCRunDLysrYsGEDa9euJT4+ntmzZzNs2LAW/aCVlpa2KmlcH01tdrI1/MHBwURFRbms2xh+mVlgO1qyuYbIURzeth7eXv/eNnwh6SDp9Xo8PT0JDw93SoisqZjNZlmCwjZeX58EhaNwVGVlpRyOsg/RNJZstZ0jYDAYnOaMmoptJdPPP//MunXrGDx4MAqFQj7NGwwGvL29iYqKus7AR0ZG4uHh4cpDpHAALWXNmjXodDr+8Y9/cOnSJZKSksjOzm7SN2/58uXMnz+fK1euEBIS4uyltQiLxcLBgwdZtWoVhYWFsiJpS8I6tmJwTWnwcnazk5Q41Gq1eHh4oFKpXKbDI+1HmllgNBrlclIpTOFon7aGr6E4fFOpT6HUVUhNflK8XpKgqC/ZavvhjO+TrTOqqamRO4+dEaaUDiRZWVl14vCZmZlyL0tISAh9+vQhIyODvLw8Zs6cyTPPPOPS23ETEA6gpZhMJmbOnMnp06dRKBQsX76cxMTERr8uJyeH5ORkLl68yLffftthHIAtGo2Gd999l927dzNx4kSSk5MJCwtr9nOkBq+cnBz5l8LHx6eO/HN9zU6SkW9teV15eTlarZbi4mJ5clJbykTb1sNLfQ0lJSVUVFTg5uaGQqGoU0FjX/rqbCQ9Hp1OR3V1dYPCcM2lqclWyfBXVFS4XIICrv2uSp3HklpoY8lbqRTVPtmamZnJ1atXUSgU8ine9iQfFRV1XaOlyWSipKSk2UOfXIBwAK5mypQp/PWvf2XSpEmkp6d3SAcgYTQa+fjjj/nggw+IiooiJSWFhIQEh4aqsWYnSfPEZDIRGBgoj1Vs68EtEmazmfz8fLRaLV5eXrJMdHPfXV8c3j4c5SgBKSWO22NmAfxSRZOXlyf3NjR0M7Jv1LP9kJLK9d1W6ot/t6cEBfySvC0oKODUqVNYLBbUajW5ublysjUnJ4fa2lqCg4NRq9VER0fLBj4mJsZl8xZcgHAArmTHjh0cOHCAlStX0r9//w7vACQsFgv79u1jxYoVaDQabrvtNqxWK+PGjUOlUjWr2UkyxLm5ue2SNIZrSTupgsSR7EVr4vBN2YetM2rrmQX1Ic0aLioqIiAgQB5g01hnq7OSylJJq16vB5DzBc5MVksJaken+KKiIgIDAzEajWRlZXHjjTcyb948hgwZQr9+/dqssauDIRyAs2mocmjRokV8+eWXBAYGdioHoNVqmTZtGv379yckJIScnBz0ej2jRo0iOTmZqKioFj23rZLGjSHF4SsqKigoKJCbfDw8PHB3d6+327MtbiutnVnQGE1JtkozdwFCQ0PlNbjKAFZWVsr1/X5+frIERWPvt1qtmM1mcnJy6tTGZ2Zmkp2dLd82pRO8FKqJjY2tc/Mxm80cOnSIu+++22U9DR0E4QBcxblz50hKSpJr1XNzcwkPD+fEiRP1xtfnz5/P559/jkKhICYmhnXr1tGrVy8Xrrp+qqur2bx5M2vWrCEkJISUlBRGjx7dolNsc5PGjdGU0IV9b4NUzllWViaHZ1zZ12A/s0AqJ23MIDUWkmpIKtnRzIamKJS2FfZ6QDU1NXh7e3PjjTei0WjqlExqNBquXLkiJ/nt6+L79+/vMlXbToxwAO1FU24AX375JYmJiXh6evLnP/8ZgCVLlrhqiU3CarVy8uRJ3n77bb7//nsef/xxpk+f3iIDbqsKKun/OCpjbGkcvimhi9raWvLy8tDpdHh7exMREeHymG9lZSU6nY6CggJ69eol34waS7ZK3a3e3t74+vo6VH1tCpIh1ul0XL16Vb4VtIX8htVqxWKxoNPpZCOv0WjIzs6mvLxcjskPHDiQxMREBg0aJJ/iXakN1UURDqC9aG4I6LPPPmPr1q1s3LixjVfWcvLz8/nggw/45JNPGDNmDE899RQxMTEtMkIGg4GsrCxKSkpk/R1p/i60Pg7fFCRl0LKyMsLCwggPD28TDZj6biySVLIknBcQEEBISIgsv9FC/ZdmIZVTSk1K0hCb5qpbVlRUOIzF5+fn4+bmRnh4eJ1kq1Rd4+PjQ3FxMZs3b+aBBx6gf//+bbfZ7odwAJ2Fhx56iGnTpvHb3/62vZfSKDU1NXz22WesXr0ab29vZs+eTVJSUp1wRn2xaVuBNcnImUwmSktL8fHxISoqyuUn8traWvR6PTqdDl9fXyIiIpote2CbWLbViW9qstVkMqHX6+Upbq6cWSBRVVUl30z8/f3x9/eXJQikxHZGRkadUE1mZiaVlZX4+fnVkTCQTvFKpVKc4tsP4QDam4aSxpMmTZL/nJ6ezqefftqpYprFxcVs376d9evXc/HiRWJjYykvL2fRokV14u/25ZL1xb2lmcbl5eUuTRpL2M8LUCqVhIeH4+Xl1WSHZi9C1txqk7aaWdCU91ZWVsrxd71eT1paGocOHcJisRAUFOSwLj46OrrFA1YEbY5wAB2d9evXs2bNGg4cOOBSCWRnsHfvXnbu3El0dDQhISGcO3eOAwcOMGLECGbPnk1cXFyLDINt0rhXr15ERka2uRCbfd6hvLyc4uJiysvL5QYvPz8/h/IFbXXCtc1XKBQKIiIiWtXxLAmRSXH4rKws+TRfUVGBj48P/fr1q2Pg+/Tpw4kTJ9i6dSuffvqpSxPnglYjHEBHZs+ePTz33HMcOnSoUY2hPXv2MG/ePMxmM8nJybz44osuWmXzMJvN7Ny5k3fffZeamhpmzZrF+PHjW3SSlwbMS53GkZGRrdK+keSS7QXIGss7VFRUoNVqqaioQKlUolQqXTZbWMK2tyE0NJSIiIjrGqykXIMjITKp+qhPnz7yyd22qsZVk7kELkU4gI5MbGws1dXV9O7dG4CRI0eyZs2a6/6d2WxmwIAB7Nu3D5VKxa233sqmTZuIj4939ZKbjNVq5eLFi6xatYojR44wdepUZsyYIe+1udjKM9cn+dDU8lD7U3xTk601NTXyzcTf39/lkgfSGjIyMrhw4QLLly9n4MCBeHh4yDOHFQqFfIq3Pcm3gxCZoP0RDqArcOzYMV555RX27t0LwOLFiwF46aWX2nNZTaa0tJT169fz0UcfMXjwYFJSUhgyZEiLjFF1dTVarRa9Xi9LFVgsljbvbLXFXgyuLZRRs7Oz61TUaDSaOkJkarWa3r17c+nSJc6fP8/ChQuZMmWKMPACW+r9YXBdZk3QarRaLZGRkfLfVSoVx48fb8cVNY/AwECeeeYZ5s6dy/79+1m0aBGlpaUkJyczceLEOqWX0nAXR2Ea22Sr1FxXWlpKVVUVKpWK8PBwlySN3dzcCA4OJjg4WM5XpKenExAQIN8KGkLSzJGMu22opqSkBC8vrzoJ1/HjxxMTE0O/fv0c1v7X1tZSXV0tjH8HpyOpBAsH0IlwdFvrjL/s7u7ujB07llGjRrFv3z7+9a9/8cILLxAbG4vRaGTu3LlER0fXqR4KCgqSRdXqqx6SjPDJkyddljSWUCgU9O/fn379+lFSUkJWVhZlZWWcOHGCpKQkCgsL65zkJSGyXr16yXXxAwYM4IEHHiA2NrZFJbCenp4urZYSNJ+cnBz27dvXYlkVZyN+WjoRKpWKnJwc+e+SzERn5cKFC+zevZs777yTqVOn8uOPP3Lw4EH27t3LnDlzmh0esjXCRUVF/PTTT5jNZlQqVZt1k0rlmvbNTxqNhvLycjw9PVmxYgUqlYpf/epXjB07FrVaTb9+/VymkCroOPzxj39k6dKlcul3eyMcQCfi1ltv5aeffkKj0RAREUFqaioff/xxg1+Tk5PD448/Tl5eHu7u7syaNYt58+a5aMUNk5CQQEJCQp3PWSwWDh8+zKpVq8jNzWXmzJlMmTKlWXLKbm5uhISEEBISQmVlJbm5uWg0mhbNCZCEyLRabR2dGknGwGQyERAQUEeILDExkRtuuEFW/rRYLOzfv5+IiAgGDRrU5HcLXEtba3Lt2LGDiIgIbr75Zqc9s7WIJHAn44svvuDZZ5/FbDYzc+ZMFixY0OC/l7pKhw8fjsFgYMSIEWzbtq1DVw5J5OTksHr1anbs2MH48eN56qmniIiIaNGzbKWZFQoFISEhcneqNGvW/gSfmZlJQUEBHh4eREREXCdhIIWpxCm+a+AMTa4OqhIsqoAE15g0aRJz587lvvvua++lNJmqqipSU1N5//33CQsLY/bs2dxxxx1NDulIQmR6vZ6MjAxyc3M5duwY+/btw83NDX9/fwICAurUxUsSBn379hUSBt0QZ2tytUQl2IkIByCAzMxM7rrrLs6fP09AQEB7L6fZWK1W0tLSWLVqFZcuXWLGjBlMmzYNPz8/WYhMOr1nZGTIs1wlITKlUlmnLj44OJijR4+yb98+vvzyy+6mES9ogLbW5BI3gLahS23GmZSXl3P33XezYMECJk+e3N7LaTV5eXm89957rF+/Hi8vL7mxSxIik8I0khCZMO6dF2d2v3cUTS7hANqGLrUZZ1FTU8OECRO4//77ee6559p7OU6lpKREbsISsfiuh6u73zuzJlcD1PuLIYKbXRyr1cqTTz5JXFxcs42/2Wxm2LBhTJgwoY1W13qCgoKIiIgQxr+LcuLECVmnSKFQ8Oijj7J9+/Y2edeePXtYsmQJO3bs6ErGv0GEA+jiHD16lA0bNnDw4EGGDh3K0KFD+eKLL5r0tStXriQuLq6NVyjozOTk5HDPPfcQFxfHoEGDWLlypVOf76j7XavVOvUdEnPnzsVgMHDfffcxdOhQUlJS2uQ9HQnRB9DFufPOOx12EDdGbm4uu3btYsGCBaxYsaINViboCnh6evLGG2/UKTO+7777nBaicWX3++XLl9vkuR0ZcQMQOOTZZ59l6dKlogRS0CBKpZLhw4cD4O/vT1xcnFNP6F2t+72jIX67Bdexc+dO+vTpw4gRI9p7KYJORGZmJqdOnbquu7s12Ha/m0wmUlNTmThxotOe390RDkBwHUePHmXHjh3079+fRx99lIMHD3aKGcUCx7gimV9eXs7DDz/Mm2++6dQeE09PT1atWsX9999PXFwcU6dOFXIaTkSUgQoa5Ouvv2b58uXs3LmzyV9z9epVkpOTOX/+PG5ubqxdu5bbb7+9DVcpaIgVK1aQnp5OWVlZs76PTaUrlxl3EUQZqMB1zJs3j3HjxnHx4kXOnDkjKonaESmZn5yc3CbPb02ZsaD9ETcAgVMpKyvj5ptvJiMjQ9TmN4IrbkpTpkzhpZdewmAwNPsm1xT++9//Mnr0aAYPHiwXDCxatIjx48c79T2CViEmgjUFq9UqjFYrycjIIDQ0lCeeeIIzZ84wYsQIVq5ciZ+fX3svrcMh3ZS2bt2KyWTCaDQ69fm2yfyvv/7aqc+WaGmZsaBjIEJANri5uVFQUNDey+jU1NbW8t133zFnzhxOnTqFn58fr7/+ensvq8NRVlbG4cOHefLJJ4Frw2ycqT0PIpkvaBzhAP7HsWPH+NOf/sRvfvMb7rrrLj755JP2XlKnRKVSoVKp5FLAKVOm8N1337XzqjoetjelYcOGkZycTEVFhVPfsXjxYnJzc8nMzCQ1NZXExET+85//OPUdgs6NcABcG034t7/9jYCAADZu3MiCBQtYt24df/vb36itrW3v5XUqwsLCiIyM5McffwTgwIEDnWL4jD3//Oc/GTRoEDfddBPTp0+nqqrKqc8XNyVBR6DbJ4FNJhOvvfYaRqOR5cuXy58vKyvj0KFDjBs3Di8vL2pra8XA7SZy+vRpkpOTMZlMqNVq1q1bR1BQUHsvq8lotVruvPNOvv/+e3x8fJg6dSrjx4/n97//vdPekZeXx8iRI8nMzATgyJEjvP766+zatctp7xAI/odIAtdHdnY2eXl5TJ06Fbh2MvPw8CAgIIAxY8ag0WgYMGCAMP7NYOjQoaSnp7f3MlpFbW0tlZWVeHl5yXLTzsT2pjRw4MBOe1MSdG66fQioqqqKH3/8kbvvvhsAd3d33Nzc+Pnnn1m2bBlz5szhxhtvZN26ddd9rcVicfVyBS4gIiKC559/nqioKJRKJYGBgYwdO9bp73n77bd57LHHGDJkCKdPn+Yvf/mL098hEDREt3cAJSUl1NbWyjXM0pDw999/n+LiYrZs2cLu3bv5/PPPuXLlClVVVVy5ckX+t+BYsVDQeSkpKWH79u1oNBp0Oh0VFRVtkjyVbkpnz55l27ZtnSpMJugadHsHMHr0aIYNG8arr74qf+7IkSMYjUZmzJhBcHAwoaGhnD17lurqai5dusSvf/1r5s2bR2pqKvCLPK3FYhG3gi7A/v37iY6OJjQ0FC8vLyZPnsw333zT3ssSCJxOt3cAAE8//TQXL15k8ODBJCcnc+nSJS5evIhSqQSuGYRJkyZhMBg4cOAA+fn5TJw4kbVr1/Laa6+RkZFBSUkJ7u7uQj65CxAVFUVaWhpGoxGr1cqBAweEnIWgSyKsFRAfH09qaipff/01jzzyCOPGjcPX15fTp09jMplYtGgRQ4YMwWQyce7cOV555RWSkpKYMWMGH330Edu3b2fkyJHMnz//umdbLBYRIupkJCQkMGXKFIYPH87gwYOxWCzMmjWrvZclEDidbl8GCr8kc21P7wcOHGDBggWEhoYyZMgQFi5cyLZt2/j3v//N5s2b8fT05JFHHiE+Pp6///3vpKWl8f7777N27Vp++OEHioqKuPPOO52zK4FAIGg5ogy0IRyFbZKSkkhKSqKkpISgoCBKSkrYsmULt9xyC56enqSlpVFaWsoTTzyB2WymtraWq1evUlFRwa5du9i2bRuxsbEEBQXx8ssv07t3byorK9m2bRsnT54kJSWFAQMGtMNuBQKB4BoiBFQPZrMZQK7MCAwMZPLkyXIz0Hvvvcftt99OZGQkJpOJQ4cOMXDgQNzd3UlPT0etVvPyyy9TVlbGRx99BEBpaSn9+vWjR48eTJkyhf/7v/9rj60JBAIBIBxAvXh4eNT5u7u7Ow8//DDh4eGYTCYCAwMZN24cHh4eZGZm8u233/LYY4+xZ88ewsLCmD9/PrGxsUybNk0uIQwLC2PUqFEsXryY48ePk56eTm5ubntsTyAQCEQIqCUoFArefPNN4FoPQFpaGiaTiZtuuom33noLNzc31Go1cC2XIM0wrampwcvLC4CsrCwOHz6MSqVqlz0IBAKBcAAtwGKxyHkDNzc3pk+fzvjx4zl58iR6vR6lUomfnx+5ubns27eP1atXY7FYZOP/6aefkpqayh/+8IfrnicQCASuQjiAFmBvrL29vfH29mbRokWMHj2awsJCYmJiGDRoEPfccw8JCQlUVVVx4sQJVqxYQVZWFsuWLWP06NEOnycQCASuQDgAJ5Gbm0tJSQkTJ04kKSmJlJQUrFYrMTExHD9+nJSUFG677TaefvppWVemi5XgCgSCToZwAE5CpVLx4YcfyrrxUg4AkAd9nDt3jjvuuEP+vBg/KRAI2hPRCOZCjh49yrJly/Dw8OCTTz4REtMCgYuorq7Gy8uru4Zb6z1pCgfgAuyHyVRUVIgh6QJBGyDZM+l2vWzZMhYvXkxcXBwffPAB8fHxWK3W7nb7rnez3dIduhrJ+EtqocL4CwQtx2q1YjabHebQ3Nzc6hj3O+64gxUrVpCQkEBOTo4rl9kpEDEIF9JNr58CQYtxpNPl5uYmN2rallCXl5dz4cIFrFYrI0eOBGDUqFFERkbyww8/kJ+fD9AdbwD1IhyAQCBwKZWVlRw7dozTp0+j0+kYOXIkkydPdnhAsv2cpLmVm5vLjh07CA8PZ9q0aZw9e5YlS5bg7u6OXq9HoVCQmJjI888/D0DPnj3p2bMnBQUFgCi+sEU4AIFA4FJSU1PZtGkT8fHxKJVKDAYDly9fZsCAARQWFnL16lWio6Nxd3fnq6++YsuWLej1erKysnjggQcIDg7mwoULHDlyBD8/P0aPHk1+fj7x8fFs2LCBM2fO8OijjzJnzhz8/Pzw8fEhMDAQvV7f3lvvcAgHIBAIXEZ6ejpvvfUWO3fuJCIiArgWkikqKuKpp57im2++QalUcu+99/Liiy/y008/sXXrVi5duoTBYGDYsGG88847PP/882zatIktW7YwYcIEwsLCuOuuuwCIi4tDrVZz6dIlhg0bhkKhIDAwEI1GA4gbgC3CAQgEApdx+fJlYmNjiYiIwGQy4enpibu7O8ePHyc3N5cLFy5QUVHB0KFDmTBhAjfccAM33HADQUFBBAUFMXToUAYMGIDFYqF///4UFRUB18I80glfoVBw+fJlFAoFcC2MJN0APvvsMxISEggPD2+3/wcdCeEABAKByygsLEStVmM2m2UDDZCWlsaDDz5ITU0Nfn5+TJo0ie+++46BAwcSGhpKUVERvXv3xtfXF51Ox/DhwwkMDMTd3Z3S0lKioqLYsGEDQ4YM4cqVK8TGxhIQEADAY489xrZt21AqlZw9e5a33npLOID/IRyAQCBwGUqlkjNnzlBZWUnPnj2prq6mR48eeHl5UVtbS1VVFV5eXuh0Om6++WZCQ0NRKBRotVp69+5NYGAgmZmZAPj6+mIwGMjOzqZv374MHz6cjRs3kp2dzQsvvEBkZCQAK1euZMOGDaIKzwHi/4hAIHAZt99+OxqNhsOHDwPQo0cP4Jpj2LFjB2lpaRQVFVFYWEhUVBRBQUFUVlZy+fJl4Nr8bunmEBYWxpIlSxg8eDDe3t74+vqyZMkS9uzZQ2JiovzOkJAQ3N3d5f4BqbRUIDqBBQKBi1m6dCmnTp3illtuobKyktOnT/PQQw/h5+fHhx9+SHZ2NikpKcydOxeLxYJGoyEsLAx/f/96n7l37162b9/Oc889R2xsLGaz+bqhTt0YIQUhEAg6DkePHmXjxo0EBwczZMgQxowZQ58+fZr0tbbNX1JTl5ip0SDCAQgEgs6Bo+5fQasQDkAgEHQsLBaLfIIXxr5NEQ5AIBAIuilCDVQgEAgEdREOQCAQCLopwgEIBAJBN0U4AIFAIOimCAcgEAgE3RThAAQCgaCbIhyAQCAQdFOEAxAIBIJuinAAAoFA0E0RDkAgEAi6KcIBCAQCQTelq00EE9OeBQKBoImIG4BAIBB0U4QDEAgEgm6KcAACgUDQTREOQCAQCLopwgEIBAJBN0U4AIFAIOim/D9U3omrBjrBgwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(6,6))\n",
    "ax=plt.axes(projection='3d')\n",
    "ax.scatter3D(PCA_df1[0],PCA_df1[1],PCA_df1[2])  \n",
    "ax.set_xlabel('Comp1', labelpad = 20)\n",
    "ax.set_ylabel('Comp2',labelpad = 20)\n",
    "ax.set_zlabel('Comp3',labelpad = 20)\n",
    "ax.view_init(10, 60)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "0=%{x}<br>1=%{y}<br>2=%{z}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": "#636efa",
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "",
         "scene": "scene",
         "showlegend": false,
         "type": "scatter3d",
         "x": [
          -2.5612793496315795,
          -1.1844339420945025,
          0.37282513658875044,
          1.1067644285476839,
          -0.8369492663328,
          -0.9164855936885664,
          -2.427742695832907,
          0.5735718085741011,
          -2.0086002643678027,
          -2.3803567158212644,
          -0.895290394383082,
          -1.9636843175081315,
          -1.616100139012471,
          -2.4175604240130677,
          -0.39129036560570696,
          -0.36450626153842103,
          -2.483609566359752,
          -1.6377510825551238,
          -1.720443025899019,
          -0.6322675732752702,
          0.7023741541806111,
          1.6805232166844561,
          -3.0717009882193365,
          -2.2531606847689774,
          -3.10249385098262,
          -3.9156613438419052,
          1.4670582469368558,
          -2.4083127223156997,
          -2.365623500343207,
          -3.2953006164571472,
          -0.669728031868499,
          -1.581259598658538,
          -0.8298527615252418,
          -1.3048785218374261,
          -2.364782630644391,
          2.8598308186482337,
          0.7276607078270879,
          1.939958385318737,
          2.832816178274729,
          0.25340909396295574,
          -1.4877738526365758,
          -4.317380097506958,
          -0.35771580967827893,
          -2.95374264007809,
          0.39546680800300477,
          -0.6449851896105641,
          -0.3882131112653521,
          1.5592542563807217,
          -0.8687229844549128,
          -2.230466982009221,
          1.6839058944819902,
          -1.0089100026729168,
          -0.5427254065150912,
          -3.074540258859952,
          -2.0484607440659155,
          -2.369241243957348,
          -2.573283669730575,
          -0.15554768955117781,
          -3.4439588107321977,
          -1.0708899561042664,
          -1.968040876745595,
          2.89749217004386,
          -0.6289893736023539,
          -0.6827441492649561,
          -1.7645223651287614,
          -0.10818093441706443,
          -1.128949601057217,
          -0.7148709211216908,
          -1.9062315497442262,
          -2.375651274547449,
          -2.503163620734101,
          -1.8066320213897036,
          0.43977770528368015,
          2.4614333543738196,
          0.7642147896291778,
          -1.2085677437963562,
          -1.7888384185983914,
          -0.9888504251782844,
          -0.07540174907272634,
          1.8747459770214994,
          -0.9487782045489761,
          -1.22747874248817,
          -1.633970246334869,
          -2.930665707284,
          -3.8817855093906477,
          -1.2328069959131178,
          -2.7638898934759433,
          0.47196556806007345,
          -0.9679980915006038,
          -1.3489745892509495,
          -1.941498064562677,
          -3.1483109951114385,
          -0.32929372051787636,
          -0.8879570622452858,
          -2.0681755890451927,
          -3.063308510726356,
          -3.84048062869144,
          -0.9948506241181495,
          -3.826305003220073,
          -1.3567232346845184,
          -2.846889957555653,
          -1.7340681934720346,
          -0.7302409515020519,
          -0.6030684372212057,
          -0.3587347307405184,
          -2.628149683657275,
          -0.8511852784911792,
          -2.511477920206903,
          -3.167873562731844,
          -3.1233231796454732,
          2.336561793132855,
          -1.327162194678704,
          0.08521786118964131,
          -0.37802084341439063,
          -0.28639772831774,
          -3.6221114001405352,
          -1.5015583935834738,
          -1.25256467452294,
          1.47310663641811,
          -3.9555828390989536,
          -0.8996548484164975,
          -2.2411680749907013,
          -1.9706839725603222,
          3.682114850836707,
          -1.677564837020079,
          -3.1742162990919733,
          -1.4278933880377842,
          -0.73387751229513,
          0.7324717148268164,
          -0.06037573330008289,
          -3.0572714955884233,
          1.9664972135786785,
          -0.09288529617926511,
          -1.5479486496085113,
          -1.6749729285551762,
          -1.2016777835187258,
          -2.0005812181402005,
          2.4559058619936662,
          -0.014131138113826566,
          -2.0228075216919246,
          -1.719240163901045,
          2.7548806731371998,
          4.380339956438211,
          -0.8788689324567532,
          2.0595735416806003,
          -1.0861956226065559,
          -2.9119729190896813,
          0.9814205610571309,
          1.2190751615714803,
          -3.992078942383862,
          -2.202045011529145,
          0.3285395975718146,
          -0.46249239655692786,
          -2.3172761241462276,
          0.6668316033229361,
          2.5482464990267477,
          -0.44239981277528617,
          -0.6662896505433163,
          -2.588100415121444,
          -0.02030712862319611,
          -1.1446627570442025,
          0.6082011949264065,
          0.44474029202010784,
          1.3019690619008302,
          -3.148700124104278,
          -2.9723585274130078,
          2.0453414889171984,
          0.14232948315884028,
          -1.685326930215935,
          -1.7802829800471331,
          -0.5343623218807894,
          -2.3582492161409636,
          -1.6746855004144838,
          -1.949162329206663,
          -2.7389840674675208,
          0.5723780865169507,
          -1.8611626974514828,
          -2.6921127832224605,
          2.085080438555092,
          -1.8249809748016301,
          -3.1989494141031996,
          -0.09966729678491475,
          -0.2276801404952177,
          2.194815242230913,
          -3.1039630568788823,
          -0.6820275091470408,
          -2.45466480482719,
          -1.294440245059517,
          0.21950828759061786,
          0.3951349427644441,
          -2.668429299766078,
          1.1183260588161046,
          -2.3439144897339763,
          -1.6843608267436438,
          -0.9711808696388613,
          -3.211385505037281,
          0.7226743938358587,
          -1.6718473590417875,
          -0.76660953636449,
          -4.557295957313945,
          -0.8827071788652117,
          -1.7644809606080154,
          0.5186890149909205,
          -0.6366390988581039,
          -1.6384064720009908,
          -2.585070818631055,
          -4.015973360765157,
          0.1431063818722132,
          -0.9176424584732958,
          1.2635682761167037,
          0.1437804871044918,
          0.07031216005211727,
          -3.406781587358673,
          -3.0839439597687277,
          -1.8392724820659891,
          -0.23243359102126768,
          1.4996074655901857,
          -2.395412046101046,
          -2.8574291926811712,
          -2.4734226995209667,
          -0.45829565205914513,
          1.9559254666972472,
          2.026202404281912,
          2.1606907628394185,
          -1.8561721369988076,
          -2.5237764002050898,
          -1.5080784711009843,
          2.179200148020377,
          -2.9609934840816483,
          -1.069891464025531,
          -1.4164281604298379,
          -3.521570826776787,
          1.5745567937108955,
          0.6114270247871891,
          -0.8375415048086332,
          -2.0842262484101375,
          -2.35821059674766,
          1.2938794370770978,
          -3.3519985608785507,
          1.0871012745915187,
          -2.806745348799966,
          -1.4552727640139416,
          -0.13505714080890988,
          -1.6825823732685676,
          -2.2684131423187894,
          0.8711208904325517,
          2.8898369645287274,
          0.8588333964388015,
          -1.0165301505722657,
          -0.5800015189595003,
          -1.2915617546124114,
          -2.822103306406274,
          -2.5242045095472556,
          1.5437633994292754,
          0.14816580083250436,
          0.717681264505081,
          -2.891292829307197,
          3.274641178247304,
          -3.1573197448586603,
          -1.9690553051327537,
          0.5429590418941214,
          -2.767869606515653,
          -0.9835689569806259,
          -0.9499791210154094,
          2.1818784445676678,
          -2.8451973753815745,
          -1.786551897866602,
          1.871196866010057,
          2.7256699483922975,
          0.2960654415396434,
          0.6814199236240377,
          -4.0635281451060274,
          -0.03903175352987245,
          -1.3854656389704276,
          0.19910483201636037,
          0.27667605606084694,
          2.878198092547045,
          -1.6786059517357468,
          2.510885153393537,
          3.193575575500561,
          -2.202719852196905,
          -0.33445612225032234,
          0.6751057553857888,
          -2.8570543549157468,
          -2.995136146454223,
          -1.713681321846467,
          -2.090992086586156,
          0.7753064318473357,
          -3.3300751128148325,
          -0.9166699765002958,
          -2.2526409475421603,
          -0.37349294914796366,
          0.7439830499281221,
          -0.46093670909278994,
          3.003069423504249,
          -0.1473792788896381,
          -2.0510016510773394,
          -3.454665755776364,
          -0.707964408535161,
          -2.035549634285155,
          -0.31385020355018733,
          -2.774532509264531,
          0.726562171468563,
          -1.9528346057540094,
          -1.2603346118372034,
          2.0870502933439004,
          2.3906158606626438,
          -0.8482471285107596,
          -1.3958727313349781,
          2.7696941567126587,
          -1.3543791299384513,
          -1.654580992018683,
          0.06833113418582995,
          -2.364357118839776,
          -2.2832428205619553,
          -0.8257941952161169,
          -3.3730956829984446,
          3.126844900544489,
          -3.1383720046992574,
          0.8314176786765082,
          0.663957346097366,
          -0.37248766133628725,
          -2.426007987235299,
          -1.3742176112057847,
          0.7186600657245619,
          2.482800252989863,
          -1.537543127531136,
          -3.1998543966645414,
          -1.2262357713379362,
          -0.6226196321370351,
          -2.287837203492536,
          -1.337901814643179,
          0.34014865542137357,
          -2.8074159598230635,
          2.184988842439553,
          -0.14923920290321901,
          -1.9973903121631438,
          1.5433093213738436,
          -1.5089512268428067,
          -2.969141283363591,
          -0.34421849154150486,
          -0.37044708288173567,
          -2.779057911944636,
          -0.035062894285771966,
          -1.1785527102092719,
          1.603706939462289,
          -0.1480368159276796,
          -3.253626086526584,
          0.5672342018836704,
          -2.9204087950274524,
          0.6818890757518578,
          -0.47709297468875533,
          -2.9855190152236832,
          -2.769580355757677,
          -2.9930769823921746,
          -0.78579603069325,
          -0.5820214031514631,
          -2.8398470760146814,
          -1.7678033566087654,
          -0.4481261476908346,
          -2.531788386163845,
          -2.034813708063021,
          -2.318542369329331,
          -0.8560855805544172,
          -2.7421233212248026,
          -2.2272206710214233,
          -2.02902019427587,
          0.5644170044654797,
          -1.5254458497306944,
          -2.998565242685934,
          0.16425016382902521,
          -0.43035501672094384,
          0.08104559609390163,
          -4.768543937405706,
          -1.2531503622687348,
          -3.6392433295278135,
          3.157239431660355,
          -1.5144085788668178,
          3.448438486152089,
          -0.656488966415168,
          1.525114881147945,
          -1.4973276063704573,
          2.1759008217222466,
          -2.740536031473101,
          -2.2150491732852045,
          -0.6748178446395685,
          -1.4759353215616184,
          -2.910504269841812,
          -0.6265018812782175,
          -2.3559487605239924,
          -1.6454165896475028,
          -1.7810490357383195,
          0.8455331207757685,
          -1.7644432941316335,
          -0.23835880701738393,
          0.13893963143814,
          -0.10364944813910898,
          0.32366150677393485,
          -1.0344100802496443,
          -1.1527288688771702,
          -3.264330704737728,
          -2.236042393519343,
          -0.7214585975551617,
          2.4003188154734434,
          3.8027718905614623,
          -0.24287451975137342,
          3.4615033877266796,
          -1.6684618021608189,
          -0.5738913248765213,
          -0.791829368251134,
          -1.945678826841391,
          0.8916709325530803,
          -0.34087303637239663,
          0.5845964756540699,
          2.8251302253270727,
          -0.728074828324473,
          -0.22035574249643378,
          0.24860555642612847,
          -0.14422803675167856,
          -3.6369221134707432,
          -2.2192505215272296,
          -1.380267785737017,
          -2.9452264073946144,
          -1.073798940205369,
          -3.6298672543324932,
          0.21576434469677955,
          2.3486767213187387,
          -0.7739526121541076,
          -1.9855392908816805,
          0.6853698631136805,
          -0.6178368554943243,
          -0.3407864899590885,
          -2.4519395392507755,
          1.4531690340504522,
          0.7192842835834713,
          -2.9287322676900804,
          -2.982017045816812,
          0.44416376100101346,
          -2.384017315574086,
          0.6437731889914181,
          2.7761412433467645,
          -3.2501378335820834,
          -1.3573121305968496,
          -0.5825694959925077,
          -1.6463291159635782,
          -2.110382453931765,
          -1.2910923509991614,
          -2.20010848631824,
          1.9088963732525954,
          1.75515793454892,
          -3.129444077053384,
          -0.32715320898114786,
          -2.196513531579584,
          1.0445341467799365,
          -2.020834711526505,
          1.7178344036369932,
          -0.17023825314585406,
          0.2725760762088462,
          -0.8493997407915024,
          -1.8700536189714616,
          -3.6398552213319215,
          -0.4356167197756706,
          0.6799523563300086,
          1.7996233747815173,
          -1.5488872713670692,
          1.1557582734221077,
          -1.1424940593904775,
          -2.6086776357502863,
          0.6867521928609376,
          3.143123458828779,
          -2.583885758722724,
          1.0909317160058254,
          -2.9730052060559666,
          -2.24821376138987,
          -2.7493243987261935,
          -2.8576362602247127,
          4.167877920623322,
          0.7727622404567808,
          -2.647678822990241,
          0.8668871773619609,
          0.9932886385533395,
          3.6526625785642457,
          3.824395607704466,
          4.753601518507875,
          3.1363387567072225,
          0.18274333964825354,
          -1.9188912044593638,
          0.8141982677346931,
          2.0947335748383815,
          5.238063239587627,
          -0.24072872906911977,
          0.7529548292119735,
          3.8712706061238302,
          -0.6740003679616208,
          -1.2889420344259328,
          0.5531194577127184,
          2.069800306606083,
          0.8542791918184797,
          1.875296625456184,
          0.9509888380374614,
          -0.8284036882630618,
          1.453591387576782,
          2.187528761255777,
          -1.9217381193839336,
          0.5356978718899675,
          0.013839831326757913,
          -0.742129359018944,
          -0.8455567831510407,
          -1.7872472667960206,
          2.8257109260434494,
          -0.8075331082093102,
          -0.9214793289218073,
          3.347804987066899,
          2.7691027433875184,
          -2.525594926857526,
          2.071246328962422,
          3.4526408305523963,
          0.5426248249687348,
          2.3693537556505784,
          0.27563611203304,
          0.3184153090520345,
          3.6585233093955742,
          1.9887054357619194,
          0.8598042661232206,
          5.565768255381903,
          3.983945554656578,
          -3.5082010882789962,
          2.8914624192487905,
          -0.2844291046747691,
          2.5123484557955527,
          2.8627700250827126,
          0.9898502146669905,
          -1.6385510506364658,
          -0.14963570573611074,
          5.590290887332078,
          2.3621069161219204,
          3.5755422675216333,
          3.0056312045308893,
          0.2597264741897323,
          3.1286271655027846,
          1.8980420490235936,
          2.9187318996964997,
          2.9728871175631437,
          -0.6509238602778268,
          3.7819429387789647,
          4.306102142670548,
          1.6504674185444212,
          -1.3986417777019395,
          3.6734222432211636,
          1.8050491022028199,
          -3.211432863860129,
          1.44375139867758,
          1.3599941333855095,
          2.6280326882075693,
          -3.1427103074420786,
          -0.14407554583138568,
          5.272961370124187,
          4.533588946405633,
          5.281782068431004,
          -1.4744050032271852,
          1.5010214833626474,
          -3.8093051968625393,
          3.1895991732358002,
          -3.2916334931127236,
          -0.7516179056021883,
          1.8586267204124398,
          -0.4937157642240589,
          -0.3727515544939054,
          -1.2238319662658905,
          -0.6643573952764797,
          -0.2574649009590152,
          1.6326706910334623,
          -1.206916766124237,
          -0.38086318130680347,
          1.652269799221282,
          2.1406026998735506,
          -2.2478631060439307,
          -0.798467032399668,
          1.5093059140675924,
          4.505921898704009,
          5.058040104181618,
          -0.7896867741943312,
          0.24131467651321434,
          2.213538290986674,
          4.204002643558354,
          0.4449879198491966,
          5.552898854396218,
          -2.62703967174512,
          -0.47588910927410205,
          2.866364722297065,
          1.5712281734360285,
          4.832837044437538,
          0.59810964085786,
          2.6448310956873056,
          1.2661910425640959,
          3.5166314874651667,
          -0.35801313519243166,
          2.8945271586850723,
          1.0398798735416481,
          1.7891240157103485,
          -1.180208765933803,
          1.4259106508471155,
          -1.5425867375677231,
          2.6096056265224585,
          3.926558006682418,
          5.825056127815049,
          3.8560734638879683,
          -1.4159503348621343,
          1.9588090972810417,
          1.4782672846717417,
          -1.3577154514777672,
          3.921533447671965,
          -0.16383783724790965,
          4.565128043122853,
          3.770391554380421,
          -3.626594433474577,
          1.0489191900789243,
          3.9271559928030277,
          0.5351058540428068,
          4.2584677963332656,
          2.660206469398937,
          4.021031621715798,
          2.1200179960490395,
          1.7462720868587975,
          0.8140872753178292,
          0.4152011505102242,
          -1.647942805214373,
          1.1031806432719349,
          2.2398576479458914,
          1.132325900718242,
          1.5057944174070466,
          2.6372017433209405,
          -0.6180305994330481,
          4.242205083180358,
          1.920953079367626,
          3.319931918482103,
          2.342666585090531,
          4.19337311981353,
          3.990587427099473,
          -1.9123075117898476,
          -0.7883102955902057,
          2.781867013671645,
          -1.2871191252105207,
          0.646847728948822,
          -0.7399322463027049,
          0.7995579442521785,
          3.444610736260281,
          3.754287503130906,
          4.2606914085772765,
          1.1120798949320734,
          3.502342508498001,
          -0.961651490870025,
          3.9173309663308777,
          0.2856118464379137,
          3.2568466450178666,
          -0.4853533530742806,
          3.671231852891513,
          0.8891243193979259,
          1.4426603356159267,
          2.1999400082265907,
          0.8847900923125401,
          -0.112152952239328,
          0.9480595688662271,
          -0.9719720701155358,
          4.089531612883988,
          0.9468256528115767,
          -0.866930735722927,
          0.8417035463521491,
          -2.145612254490351,
          2.0164841552743673,
          -1.182643206299924,
          -1.9090172890254942,
          0.3502143898237161,
          -1.1269249882735262,
          3.955819017644515,
          1.7115117951355634,
          3.6843222135990064,
          -0.2617271933240057,
          1.5551033768187028,
          2.4249068186014613,
          3.83082488358537,
          2.897617821678182,
          4.215023441877164,
          1.1444931599153196,
          3.5447721100099243,
          0.18580547292696573,
          4.31867732721332,
          -1.546031227735488,
          4.4216962372819015,
          3.1566677140520696,
          3.432697559551183,
          4.129517957204861,
          3.3781450107320588,
          0.9955962028505388,
          2.627919050451175,
          -1.0781371013266774,
          -1.5202426362379784,
          1.2681710544546339,
          1.0947933708444921,
          -2.1518628619475906,
          4.307237677891771,
          2.4044360077675715,
          0.9936625677668149,
          2.300614054389265,
          0.23026867102010878,
          -0.8879829732719836,
          0.23042549355959766,
          5.228831594020924,
          2.0779699529932754,
          1.0397227047107716,
          2.3255730114029958,
          -0.49428632544358725,
          0.1330751473698342,
          -2.456406167683854,
          2.021145202193809,
          -2.0636839278917742,
          -0.8656021546492173,
          -1.8438462238613438,
          -1.850154722104212,
          2.699877159596203,
          3.82539119076448,
          -0.9092142881731767,
          -0.6891211919136186,
          1.6594565776659995,
          1.5540590067509144,
          5.13120255551596,
          -2.099127056494756,
          -3.680850179660592,
          1.565829538041599,
          1.6859981206236794,
          1.5489487933371877,
          -0.46082795253929754,
          5.803757864395976,
          -0.6008673276499569,
          2.4249539228137786,
          -3.6658070526836517,
          5.4550772852944,
          0.9020175063969124,
          2.4813512753461078,
          2.819918218378887,
          0.6653780175391674,
          2.481177424475559,
          -1.0680210977406703,
          -0.9953252145649836,
          4.128370050607014,
          1.854021175057529,
          2.8694761538610436,
          4.639074865597744,
          2.9502709728744803,
          4.254257208820989,
          4.58174138907092,
          -1.2996727991355406,
          2.524077579435866,
          -0.08536093993315948,
          2.2753604605324593,
          4.327264940456166,
          -0.8497320150870473,
          0.944343412469588,
          1.5886609461835306,
          -3.232786325656886,
          0.6077723713871616,
          2.3155394662503586,
          -2.0299860320493575,
          0.2354792788289731,
          3.966030856794638,
          3.7965704983987973,
          -0.6498094241282563,
          -1.2789979199167387,
          1.2324417099375555,
          4.722356862230203,
          -1.0122108395128153,
          4.361581578261923,
          -1.6193183570012992,
          0.3425475145311587,
          0.9571374388020595,
          -1.6400959655168463,
          0.20142157963408874,
          -1.1592771793899626,
          1.0772173764000859,
          4.434831418401982,
          4.161850491855117,
          1.2050585663350621,
          4.24243981648308,
          -0.09651654279149079,
          -1.1300641961421187,
          -0.7022591440999263,
          3.354689086907492,
          2.445513224937664,
          -1.210722846087133,
          2.9893248873251124,
          -0.5135922562167561,
          5.982092082942598,
          2.311797083390402,
          4.4248690070141175,
          1.0635581564357635,
          0.47476474094341514,
          0.027729474260374254,
          2.1793527673141364,
          2.8548374551922495,
          3.1530174768802843,
          0.25496743744372874,
          -1.605060793586295,
          -2.4526192640455133,
          0.16755169167405667,
          -0.6503325142588567,
          4.7822552730805175,
          0.43185431332511315,
          0.3760252277623699,
          -0.3687551593023293,
          1.2097981847815888,
          -2.13467382988294,
          0.303353030003173,
          2.4370077624641677,
          0.7656731030471324,
          0.2609276638384231,
          3.3609648394496157,
          -1.656816261711734,
          3.920804926988091,
          3.141098484705564,
          2.1979704170818875,
          -1.6216657122823004,
          -1.6334426197244083,
          -1.0528964733188766,
          -0.33540013657739737,
          2.4708909558741796,
          -0.594429868117962,
          4.718833828969516,
          2.1111333702020074,
          3.104251545383413,
          -0.763655620431964,
          3.6994435369001324,
          5.95091063969032,
          -1.2886547246132392,
          4.68952908637301,
          -1.9523560268182105,
          3.3782714432693512,
          4.037438996087757,
          2.4749892164600564,
          -2.0112477655651566,
          1.28693921466056,
          3.658358005463547,
          -0.5100493214180107,
          -0.20994640072327536,
          1.3177541891842737,
          2.314182122916014,
          3.1371436204678504,
          2.773298925021732,
          2.343356714660639,
          2.2073436300706257,
          3.03246482729599,
          -0.5545330069324372,
          0.6720244758607048,
          1.657478300700307,
          -0.6929504740348735,
          0.9909458449330091,
          -1.1131836413464462,
          1.533531286358884,
          0.05491898329669874,
          -1.1567534650701206,
          -1.0118728703964281,
          1.211021732564586,
          1.9827304476119596,
          5.190711055005641,
          2.2184212605028817,
          -1.8846011339706177,
          -3.3061360018978183,
          -0.8013967530320092,
          1.3571879590577274,
          -0.21409767586601045,
          2.594387227893285,
          -0.4285674088324628,
          6.004108833302793,
          3.772856238498601,
          3.2612466431863476,
          -0.8741887673804932,
          0.7994678011028024,
          2.98044828620231,
          0.18191847404224554,
          -1.1745415398549177,
          -0.3311741729738336,
          3.8902851102161455,
          2.873385002950311,
          -1.0479552250671123,
          1.1642652829860782,
          1.7385081552473434,
          0.9563071979893111,
          1.2053079208737232,
          -2.259796571165741,
          4.113264545267208,
          2.5361396399018523,
          1.3748840219391731,
          1.9569996606061693,
          4.823992038708018,
          3.7790393546766725,
          3.8620365829615912,
          3.3796042389163876,
          -0.533302564114501,
          -1.8866345159716191,
          0.2365137523187124,
          4.88972496199536,
          4.347765643168957,
          2.553685263204935,
          3.109685768266516,
          2.889859527602365,
          0.1218277428689229,
          4.368987521645935,
          -0.9842952880044192,
          2.5791647308863217,
          2.659227353625834,
          0.8820665314372909,
          -0.32644325090455883,
          4.4799811746952924,
          3.6733699007079856,
          2.1046062542511907,
          1.4064782271718301,
          2.638659269483749,
          2.957637586553538,
          0.9994600441683054,
          1.78796267363351,
          -2.47088816440207,
          -1.26926427706551,
          -0.962229511759241,
          3.3172809436748505,
          1.1328137005651095,
          -0.1669337523231201,
          1.1033121892097493,
          3.6172874773054287,
          -0.5352746671731223,
          -2.386099567360502,
          4.869050753364132,
          1.8592668179124812,
          1.0819489170094272,
          5.197882257549526,
          -0.21222431843343864,
          2.484919887738447,
          1.9185241951019345,
          2.178998262696821,
          4.442642373572088,
          -1.2039404760162413,
          1.6195710294902006,
          -0.6357794090029308,
          1.5851512592627581,
          2.9646592550621444,
          1.8963755697882967,
          -2.136411836860038,
          3.9567116153877753,
          1.8476839370055014,
          -1.4853763465961685,
          2.864837273509107,
          -0.27793091446714274,
          -1.3006432817885358,
          3.0971413225050646,
          -1.6248635053772327,
          2.4151872737176787,
          -2.479116497379382,
          2.1216866484265733,
          0.9603865151723651,
          2.0083584990501153,
          -2.0219089019904466,
          2.8944751771504866,
          3.612098381296887,
          -1.3558091148259956,
          2.78807697164029,
          1.8353867312230114,
          2.2969334021081136,
          2.1799253288128853,
          2.664707936219415,
          -1.3400769307490645,
          0.9348741311900783,
          5.130175724694301,
          1.4070436614436455,
          4.862160465919572,
          4.438154561560781,
          0.6595137277164302,
          -1.312610224984656,
          4.280186772052807,
          0.3829183741419262,
          -0.028855305002757764,
          -2.8355559356367226,
          4.417019229131916,
          3.5438357722673146,
          4.178260508974336,
          -1.0629683053092416,
          5.152225923372173,
          2.6239796051402924,
          3.0963535478418183,
          -0.8479075950268914,
          2.7797917262210095,
          3.133437040394894,
          3.501367825875631,
          2.5168719753090985,
          2.6091662787960233,
          3.1678311628226195,
          4.051179114533811,
          0.3449989794367863,
          5.8422574387688195,
          -0.9049103087565891,
          -0.12714314297032178,
          -3.238603995743726,
          1.7215288184836504,
          3.3043494386616916,
          1.160623208900408,
          3.963733078506698,
          0.9492035560748181,
          2.815476901224355,
          -1.0531442602243268,
          -0.01939832949169114,
          4.104940481021763,
          2.485813493595654,
          3.367825574233293,
          0.5859922411927952,
          3.3425919960158876,
          -0.30272193861445545,
          -1.0897986950096086,
          -0.11044305994286364,
          3.112989240864604,
          2.552197391156111,
          -0.22969272211851705,
          5.397115589816268,
          5.659138511171756,
          -3.1967759661766264,
          0.701221193242697,
          2.4564539026697143,
          1.083331351132424,
          -2.2538631219319907,
          0.612040731358181,
          2.5625306153916743,
          2.0056114564083427,
          5.269646785336876,
          -0.4416748159343264,
          0.4773186758164341,
          -1.340254006617645,
          -0.5593170774423105,
          -0.8339023690485499,
          0.2188505938879263,
          3.1704431283807506,
          -2.014760573226774,
          1.412660264949219,
          -0.39516403304328607,
          0.9174138218844378,
          -0.3434540194040757,
          1.9987709175799213,
          -0.5636203674696972,
          3.623913485651596,
          3.0035000918496553,
          0.21379578359226578,
          -0.9310015701283194,
          1.8840176660174737,
          3.357210536597843,
          -2.3768958290234603,
          -1.4802322290689902,
          3.763900351770412,
          -2.4587270175859617,
          -0.8158044790855264,
          -0.1709993401425641,
          -0.20329566053557957,
          -2.401527393258638,
          4.038934313151256,
          4.874851531644311,
          -2.547316347619453,
          2.680213368053931,
          1.2882548616628917,
          1.9521301937503028,
          -0.4724715876395726,
          0.9587305643991768,
          2.211492206435435,
          -2.1694039733023263,
          2.0018236644713068,
          -0.20187776827570142,
          -1.6355041942171304,
          2.6057214942267324,
          -0.25710216648417406,
          -1.1548142143480051,
          -1.588163095562022,
          2.1554042349652853,
          0.7548664154801474,
          1.9614603939033788,
          3.438940135424274,
          1.320918211819018,
          1.057278457214571,
          0.45497207584991645,
          1.7216767757317124,
          -0.8675866386286237,
          -1.5147445837029934,
          3.7532012801843355,
          3.660299037535475,
          0.49310874425149254,
          0.7792599699978681,
          2.5979084148725686,
          2.4700272162479378,
          -1.413557134778214,
          1.6543614878634696,
          2.8749597996891896,
          4.017649933483695,
          -0.28614966574535583,
          1.4026888425109314,
          4.751132839632321,
          0.6160282853198625,
          -3.157831502966102,
          2.6182587504077435,
          2.784884195427145,
          1.8843140310615383,
          -0.35327485184849244,
          1.6864930948997068,
          3.3323372071875395,
          4.9121013022794235,
          4.835138442668361,
          -0.6689773696041459,
          -0.8672120915164961,
          2.713359014337369,
          1.5099484987156244,
          -2.634702229671082,
          -0.9115888116494508,
          2.4020676015928752,
          4.072605416645789,
          -0.5151015502905887,
          1.2256780209763498,
          2.401413361684114,
          3.9001808118540016,
          2.1897363205472744,
          3.894934585461587,
          3.9297632796661133,
          0.2849327471247624,
          2.3170224640376964,
          0.9050448379587535,
          -1.3254705829418623,
          -2.5812446720598192,
          2.4677361954123196,
          1.6530266489004166,
          2.509225337271204,
          0.23748910739947515,
          -1.843508198117962,
          1.7158241462598185,
          1.8363331781508796,
          3.2884347813018575,
          3.156086458834581,
          2.5471013644198686,
          4.159801308857667,
          1.0837316988155796,
          3.31597272342482,
          -0.7246294239789474,
          0.9103102646785137,
          -2.587067615258886,
          -2.2867734313497077,
          -0.027746186292722762,
          2.1533096294251957,
          1.9873230956186752,
          -0.7735238477503731,
          -4.809329832434819,
          2.097387766999671,
          -2.8256397764623267,
          -1.4308912053244092,
          -2.930846938745286,
          1.533378548039488,
          0.031271260250434606,
          -2.157748872652588,
          -0.34346014348301906,
          -0.17315336273314724,
          -2.4713503215660464,
          -1.1444904546086403,
          -1.1821416580556563,
          -4.801901793639278,
          5.249223675348318,
          1.9381766481951366,
          1.1021366937524475,
          -1.5872524280253664,
          1.6061466496535686,
          -2.2597031462778414,
          -4.021186678660205,
          -1.1411989065192263,
          -3.9768593694744614,
          -0.8292777914705715,
          0.8350885233888207,
          -2.799092764123063,
          1.2606640229928714,
          3.036763472649553,
          -3.5693035596811447,
          -1.7431258996715067,
          -1.0638637661264005,
          -1.9772340362042098,
          0.36746085345834634,
          -2.0194090674731764,
          0.9642343140911005,
          -2.9897339230476714,
          -2.9980587581206177,
          -2.636613501345248,
          -1.8149501543321436,
          -1.4731052774916205,
          -1.6717700834837859,
          -2.9170768842875887,
          -2.274307366853686,
          -2.686104088455713,
          -2.9613180656239932,
          -3.9378349705042632,
          -3.1318226527026494,
          -0.676897528599888,
          3.5514901384049873,
          0.4316610979839978,
          -2.131042795204346,
          -3.2258540167655414,
          -2.125799175069348,
          -2.0274334877934166,
          1.5111964866979672,
          -2.1991624581702913,
          -3.015473499703341,
          3.365146377284189,
          2.357169374204594,
          3.137593838697366,
          -1.2978822408605186,
          -0.1278325769083569,
          -1.8827443224128724,
          -1.1214499054622065,
          -1.3780311036751527,
          1.382883115113343,
          -2.7801588319434374,
          -1.3485647565869179,
          -1.5084608346879644,
          3.3608876292342527,
          -4.8040776439869495,
          -4.976987757963004,
          0.12819304512119373,
          -2.213828796138467,
          -3.7123759109577392,
          3.308797360103449,
          -3.882249137617865,
          0.08985918540132147,
          0.21176375337121472,
          -0.6619258211288338,
          -1.0572923576311957,
          -2.1470449655332904,
          -2.5426096335762973,
          -1.3644269426664009,
          -1.4029078177862127,
          -2.934090048631808,
          0.8576242481740051,
          -1.3488537698342185,
          -3.4362510629986662,
          -1.5549028164478207,
          -1.2632154775779685,
          -0.06712386405586551,
          -0.18885801162370483,
          -1.3557968287143607,
          1.1004451306543555,
          -2.0614384688203926,
          1.7383857522759336,
          -0.9186434186883247,
          -2.169871428645575,
          -2.0779181307327153,
          -0.14118875696194988,
          -1.3272325057080117,
          0.41773987362608317,
          1.9101134473258996,
          -4.233014999487508,
          -2.9325879941789372,
          -0.6117907658218308,
          -2.4419477090915214,
          -0.6825412955487019,
          -4.29030824718614,
          3.641845347565888,
          -0.19745750295110823,
          -1.1117059884459715,
          -1.104077705528111,
          -3.684631985457577,
          -2.907029477300737,
          -2.6122997406180395,
          -4.0708019154390405,
          -3.9949757427404515,
          -3.6271215409575017,
          -3.896532296820543,
          -3.0042378613871357,
          -2.4033057049364217,
          -2.053612521473233,
          -3.212788912173443,
          -1.8046681454972706,
          -1.2182313941257994,
          -5.13583492944913,
          -0.4253659051849653,
          -3.1577983777033474,
          0.21057630674732458,
          -0.6059190812798715,
          -1.121951153469667,
          -1.2765222894173855,
          -2.8296276125885664,
          -0.6619833141822338,
          -4.657500021140867,
          -0.3438511983851425,
          1.661010172414154,
          -2.3635692875159204,
          -3.8436812331924113,
          -2.892260955317283,
          2.066839148884338,
          -0.37582848455261514,
          -1.3815160922249956,
          1.4299345492720656,
          -2.5520189784510943,
          3.0354293413802824,
          3.648213721267129,
          -1.1734877557080488,
          2.99110890426796,
          -0.28186251536843465,
          2.669603121929001,
          3.4318425199551377,
          -4.187008716561975,
          -3.575937240111788,
          -0.834395297043255,
          2.175787723200502,
          -3.3845891810667803,
          -0.2774829728084854,
          -0.6589281939797066,
          -1.8292605575412697,
          1.6057696103078651,
          -0.28819558074999496,
          -0.43770497193802566,
          0.4583520261538923,
          -1.681135670708789,
          2.6614924885738453,
          3.4195347603647765,
          -3.474631600100458,
          0.2893993685022097,
          0.2559259191844708,
          -0.38354573550148335,
          -2.3503844981875988,
          -2.1643121058431154,
          -2.9127742817864166,
          -1.8432221690411044,
          -3.6664568351814677,
          -4.525976290401532,
          -0.9441759947868276,
          -2.0099176249398263,
          5.0395520284266775,
          -2.792322020444638,
          -1.260965902401223,
          -0.13490560115518005,
          -2.704423664293927,
          -0.8015397754338192,
          -0.20543340657400955,
          -2.6690385151864384,
          1.8559597185691667,
          -1.2940123771756753,
          -1.2072428407024784,
          -0.5134020728614864,
          -0.6618321676471812,
          -1.724510654411367,
          -4.773467048212111,
          -2.34472186666351,
          1.0263564605116213,
          -1.4592396855633876,
          -1.7482310507472194,
          -0.841216535355932,
          0.38383689865489984,
          -0.9197735197275769,
          2.6366102291677254,
          -3.251731115143518,
          -3.0884661180706026,
          -0.7342327260892181,
          2.971099071840779,
          -1.9830918617973108,
          0.3976686348006396,
          -1.114215308493216,
          -0.23067103340102885,
          -0.46876613473056866,
          -1.112028226183207,
          -2.0038071724278277,
          -0.6932814508822447,
          -2.1607630352435625,
          -1.1259456149191516,
          0.3395326251773662,
          -3.3839672540665133,
          -1.0325432471919425,
          3.2167290106401403,
          -4.434256314178335,
          0.6093579101410421,
          0.5053781470272899,
          -1.328544161912657,
          -1.0244169057361876,
          2.0484562903000088,
          -1.6985197215420815,
          -2.6400476122071956,
          -1.3333922420497022,
          -1.13208243541722,
          -1.2426903615762512,
          -1.1894138697119132,
          -0.5622776087292457,
          -2.3531414401097708,
          -2.7225363414302586,
          0.049941834357564,
          -1.0531548079579816,
          -2.6490185771805614,
          -3.3569480225946196,
          -4.066023382641143,
          -1.4015965184329369,
          -3.000770085416473,
          -2.9624498493098352,
          -2.107499062192217,
          -3.387866245647468,
          3.8832821078160396,
          -1.3874917904303397,
          -3.7088915776384628,
          -2.618157669163147,
          4.416635014186167,
          -0.579242825590686,
          1.2397985970569605,
          2.901088518210017,
          1.1927033703792937,
          -4.229909985825756,
          -4.590423117271846,
          2.2260832861936923,
          -3.574557479584223,
          -4.694064740689134,
          2.8548236296826506,
          -2.9500562707371425,
          0.034962966227252965,
          -2.0553088450641854,
          -1.2759541690191372,
          -0.7972047373528175,
          -1.3052367683719257,
          -3.1756631199134016,
          0.9664717539942511,
          -0.9354919776063907,
          -1.2387795965712443,
          -3.1057645615450737,
          -1.3297439332802625,
          1.1118550334120911,
          1.5946656355669226,
          -1.987841054740852,
          -2.6908617750388832,
          -0.7389677859770739,
          0.28890782044654245,
          -3.4741920050357353,
          -0.10184540633353513,
          -1.6700605663842176,
          -0.9894799921945803,
          0.4424479104839228,
          -4.395196802922858,
          -1.8277734710400433,
          -2.6135551826187076,
          1.0070287774699307,
          -1.9165502258867402,
          0.19012916789803141,
          3.6293985319361393,
          2.073657000588462,
          -2.3273256327550227,
          -3.637947840020775,
          -2.3383985075015707,
          -1.9086546998875247,
          -0.084622739142095,
          -0.7272618333849635,
          -1.9092730303825216,
          -0.639674671488333,
          -2.1035848210679933,
          3.170346402940069,
          -3.102748858787148,
          2.901516133487312,
          -0.3660442281501647,
          0.5766087795943116,
          -3.200447397943043,
          2.367624973035515,
          0.4576843020239468,
          -2.1273320974118097,
          -0.5424403005329305,
          -0.4911881886158572,
          -0.7856744864320383,
          1.7554143042005816,
          -1.3368134475298907,
          2.93096645482645,
          -1.5882583040265368,
          1.4861541147326216,
          1.8537704737197278,
          -1.6950754853785117,
          -1.7721673229346526,
          -1.9834469995478707,
          1.5204252694754483,
          -3.280513552030062,
          0.8169257704177044,
          -0.1435802205684414,
          2.921302889359876,
          -1.6730527210225756,
          -0.7919901326812042,
          -2.9486224610485645,
          -1.5194569500743176,
          3.5235674981369907,
          2.2353962876544307,
          -0.8487676701495974,
          -0.72428435517924,
          -1.5433680563485535,
          -2.4667947866509925,
          -1.9117639172952974,
          -4.466660125589174,
          -2.9920280959785153,
          -2.2923220517547285,
          -1.4786794921584534,
          -0.8305822003101502,
          -2.4222087890313504,
          -3.7670946132144913,
          -3.8642558612601587,
          -4.3028359556609646,
          0.19770585772778096,
          -1.3294080690126144,
          0.5176594740734923,
          0.24862884732517326,
          -2.7968298202968263,
          -1.443141175954293,
          -0.7885802264176534,
          -2.0754641554447724,
          -0.9056263000124514,
          -4.596601668628787,
          3.6968498621812045,
          -1.4789499958198546,
          -1.509267308533209,
          -3.301674561025461,
          -2.2111056489812535,
          -1.0340621594725052,
          0.9647478030417013,
          -2.8375605459596627,
          -2.0427884287133966,
          -2.812140355653383,
          -1.1040803001481265,
          -2.6395286745573943,
          -3.7214704487132795,
          2.45545211362733,
          0.30448324488660305,
          -2.7834501189201952,
          3.786173923072464,
          2.619422119295182,
          -3.3147910863419745,
          -1.8147527122913925,
          -3.588046495903819,
          -2.6251534853573357,
          2.752369056252155,
          -2.6071589154932844,
          -3.0568189217617263,
          -2.1350036134977426,
          2.907900195550741,
          -1.9080378495469343,
          -1.9153023167134033,
          2.199859990995587,
          -0.17550748147493628,
          -2.8955959203920383,
          0.15237495742638024,
          -3.225688790465976,
          -1.40181445407175,
          -1.919370020852082,
          0.8558624897905359,
          -0.2806618318997743,
          1.760031872723382,
          -2.5663883454985883,
          -2.3189536404946978,
          -2.244506231999668,
          -2.7455239922411505,
          1.8949190880989095,
          -1.410565464388385,
          -2.933930302885637,
          3.0137901040056403,
          1.9953078277977734,
          0.04045120876158629,
          -4.874501142607474,
          -0.27124639161162617,
          -1.7519465430633587,
          1.78528327334301,
          -2.1325091436351467,
          1.144667445012958,
          -2.357506751906443,
          -1.1766981259204048,
          -0.04771981905214243,
          -3.4183482583841722,
          -4.4860011986813735,
          -3.306484282330851,
          -1.1829631922433668,
          -2.8434257722152942,
          -2.3921674691966848,
          -4.473385299900204,
          1.676272468735107,
          -1.632203533882278,
          -2.1820737982542706,
          -1.6929317325286395,
          -2.7747232164608944,
          0.0035305137436111916,
          -2.481769802535437,
          2.747971363884485,
          -0.012905544674363036,
          0.5255588243972414,
          -1.7733949411000385,
          -2.405382331179913,
          -1.1851746903029836,
          -0.7376597616005915,
          -2.070227231096586,
          4.280398084157534,
          -0.7994963959252911,
          -0.5215682908362553,
          -0.1650830413960897,
          -3.158906411451534,
          -0.5067049120816544,
          0.9922835794376762,
          -1.6387160091680895,
          -2.121632815958372,
          0.25236191583517104,
          0.5137944422499024,
          -3.5623372731220693,
          1.2852785235459683,
          -1.9143541642649449,
          2.9013497985392225,
          -1.0576403251397384,
          -3.0708775567490476,
          3.4875301780672703,
          -0.5478424804196419,
          -2.1674590229958883,
          0.16559310632388274,
          -3.7184339210535335,
          3.583624486432658,
          3.15177679792745,
          -2.671236504676288,
          0.510171639247745,
          -2.0500336877136296,
          -3.7187266860367543,
          -2.1493317727358163,
          -0.7897620132038324,
          2.774865340175765,
          -1.2850632406402551,
          0.4133084961108756,
          -0.9672394388060574,
          -2.2605913546030956,
          -1.4965658291601274,
          3.320370962783088,
          -2.6768388815448736,
          1.6225896221875802,
          -0.17662623474821648,
          -1.3585813233011366,
          1.849245067209488,
          -0.23008575180663002,
          -2.9809401174389802,
          -2.5399320772906395,
          -0.16449970665181812,
          2.3406944806831014,
          -1.904278110914145,
          -1.6958128589486998,
          0.42093644074969777,
          -1.7714974558379661,
          -2.2677650487947054,
          -2.528674632300527,
          -5.16792874763968,
          -1.454964367387926,
          -2.427091341760137,
          -3.662307629494652,
          -0.9479126796384221,
          0.4020431565974701,
          -0.03863117615725697,
          1.7087588239566294,
          0.7902681935527365,
          -2.7774975173089493,
          -1.1933666904472786,
          -1.9261153544729954,
          3.167028139174261,
          -2.4248755755810585,
          -1.8262694177985515,
          -2.0245862124552954,
          3.026301455822139,
          -1.7295059482089112,
          -4.5205659415529675,
          -2.502342374568444,
          -1.3722540991729706,
          3.3381824948706287,
          -2.1606385292384815,
          1.0706321021431613,
          -0.30227748272392313,
          -2.437408700381594,
          -0.5642094877677755,
          -0.30412203652382463,
          -2.15082741665678,
          -1.1540976740304127,
          -4.64554323570553,
          0.22997430099162383,
          0.16959358616781295,
          -3.4982485277466484,
          -1.4137394598270363,
          -3.524385715606812,
          -1.7787781094135429,
          -1.9179961407259374,
          -2.8446595879566803,
          -1.9877821202786543,
          0.5213343114666017,
          0.2362485979792725,
          -2.8439652590880713,
          -0.21084024262052295,
          -1.8439124026255884,
          -3.390061101659115,
          -1.395192448181979,
          -1.221625305458114,
          -1.2735125567011472,
          -4.545269935161303,
          -4.143734350083706,
          0.6772284085745927,
          -1.1817021953767517,
          -0.36331917407916314,
          -0.7881908505647877,
          3.2648075568690196,
          -0.8931123413148769,
          -0.6076725087350415,
          -3.0307252999624508,
          5.25973469162659,
          -1.336958404144513,
          0.7940802505078329,
          3.188506092194318,
          -4.650123589876038,
          -2.3850158656728886,
          -2.1340149794459444,
          -1.5950052187969936,
          -1.0174972595946639,
          -0.4061827113681121,
          -0.22917791158865705,
          2.8662831316150013,
          -3.5995546335415254,
          -2.1517841288052764,
          -1.5983524704581231,
          -0.27439126126908864,
          -2.7158874448369845,
          -0.31533359293850133,
          0.6038654233259391,
          -2.8090468713313004,
          -0.9118348035766951,
          0.4418936381193097,
          -2.0983938768840624,
          1.0805233397027885,
          -2.8488729156804284,
          -1.5033063569160785,
          0.13778136136408045,
          -1.688369918510706,
          -0.7031687623294296,
          2.562747313199382,
          0.4827804286253373,
          -2.5880313869417293,
          -1.8721923657983628,
          -1.3245642470412424,
          -1.3551584865773936,
          -2.3822329810067497,
          -0.8493470393401816,
          -1.167393135110475,
          -1.2082044576938373,
          -1.4812713486217115,
          -2.7416989424500393,
          -2.1235498950000467,
          4.051217724532895,
          -3.1028284320016644,
          -3.6179621100772588,
          -0.11954123675052451,
          -4.535004022171279,
          -1.3930107555744096,
          -1.3804911369118644,
          -1.37419493476218,
          -1.419677916283746,
          -1.9520619493947626,
          -1.1570204736648935,
          -2.6240095946248094,
          0.31351611890992387,
          -2.0582871433553476,
          -2.243943044443442,
          -3.8884224893604173,
          -1.5559524195013728,
          3.522092923132167,
          -1.452722399533089,
          -3.121741122014077,
          -2.5474630442480124,
          -3.7201746402852143,
          -3.058958868767638,
          -4.837113449247904,
          -2.2918421551413206,
          0.1085380731685061,
          -3.5583394244942905,
          -2.3749053405853906,
          -0.5535743138602687,
          0.6842574014483015,
          -2.403684749544971,
          1.3422285199398998,
          2.5885418074534163,
          -0.9273358412047953,
          -2.2901587745418235,
          -0.322428576450718,
          -0.6399885171171442,
          2.672685442084787,
          -4.678888689946058,
          -0.10775547469350176,
          -1.963331003737768,
          -1.3082902926947373,
          -0.218715083546262,
          -1.6135017959971543,
          -2.509283852146756,
          -2.1556561925149245,
          -1.537092276813973,
          1.298948824132369,
          -2.245513980773786,
          1.702775835251586,
          -2.4696810812692167,
          -2.855096600548293,
          -1.5171435074949742,
          -1.6781493048067129,
          -3.822769131456856,
          1.90261941538597,
          -0.6252334572244441,
          -1.5056348068254735,
          1.043142656018142,
          -3.575256330030569,
          -1.9966498033149316,
          -1.5107615915574129,
          -2.366660871344937,
          -1.9259682464048415,
          -0.964068535825248,
          -1.9713056217437996,
          1.3843155469863728,
          -3.0130154659417454,
          -1.8781334412168746,
          -0.8164866190166492,
          -0.6468121771168687,
          -0.6608295922887494,
          -2.9958288107578026,
          -2.1576588187464467,
          0.8450180885137056,
          -3.0672784503561346,
          -1.1732470051947963,
          -3.075533232645036,
          1.2642204516781768,
          0.5527101698623782,
          -0.8966771120495594,
          -1.4221041142540252,
          -0.8617402223213304,
          -1.2890569866505384,
          1.579003668264544,
          -3.170409257504215,
          -2.992392904890818,
          -1.9225112478354578,
          -1.883985727639667,
          -1.2834861586805149,
          -4.597716805416996,
          -2.6692554642379034,
          5.066996537212864,
          -1.978339841623692,
          -4.246345323804505,
          -0.5470300782618396,
          2.336948935479413,
          -3.615199860938911,
          0.15661262862869865,
          0.17779775875810958,
          -1.6627772352766907,
          -1.5348019183283073,
          -1.3506443168609468,
          -3.072756831979359,
          -0.4938131163802336,
          0.4272809900259402,
          -0.9325898910232919,
          -1.6731185418502492,
          -1.5603966117864567,
          -3.3500771763814563,
          -2.6208994684668756,
          -2.036874313362453,
          -4.026671599453819,
          -1.5399217067382804,
          0.36605785354164905,
          -2.6584739116293923,
          -5.056687484501696,
          -4.598030885487432,
          -3.546441879364516,
          0.3698480835565649,
          -2.770386443511797,
          1.1049706718074903,
          1.0304034559561868,
          -3.8716518603260854,
          -4.374731998445713,
          -1.9844903997612242,
          -3.0597085961630075,
          -2.0961647732405417,
          0.8043370626400056,
          0.25082929953410815,
          4.233310459743855,
          -1.8333307593902577,
          -3.885687503361863,
          0.5555362261277917,
          -4.771604286589353,
          -2.832950578108815,
          -0.7453482151974568,
          -0.8145536487292229,
          3.039504377794622,
          -3.523170913652472,
          -2.318331661329679,
          -0.5863003052265978,
          -2.5530043759099454,
          -2.50543759177668,
          -3.762244502466706,
          -1.7856944439686049,
          -1.8791480245491121,
          -2.043625714275114,
          -0.43091111294897694,
          -3.024375890549421,
          3.7864648300960333,
          -4.696127043747386,
          -2.8254852446254697,
          0.2278613360286995,
          2.459057786056079,
          1.3582136455797287,
          -2.5374589929285776,
          -0.20363436439413768,
          1.5787036914136294,
          0.9159505836714176,
          1.735795748341472,
          -2.209190503879814,
          4.446000188410884,
          1.0239015725108687,
          -1.258415436409599,
          -0.5760614683973605,
          1.3343713037769174,
          -3.718841310265205,
          -2.4580490959739985,
          -2.1897636583148623,
          3.600933272564891,
          -3.1198655615386226,
          -1.251186401726094,
          2.1299834418498493,
          -2.857172278951232,
          0.036040810078409535,
          -0.6767263430456454,
          -2.7841582766461817,
          1.0803479389734207,
          -3.6702561577223243,
          -2.6705239619196366,
          -3.873398271567715,
          -2.9639955680299614,
          -0.4481878628121951,
          1.155111039349311,
          -1.335296841097753,
          -3.3263535222487413,
          -3.5967948693450817,
          1.0398682087979747,
          -3.886524482527721,
          -3.0789843180015537,
          -0.7925380608941617,
          -1.3293208858702743,
          -4.374552091872241,
          -2.9925110421295393,
          -0.20715546636722734,
          -4.446159808248566,
          -2.170611488091696,
          -2.7352735874108967,
          -2.6354298539820995,
          -1.0192530742484418,
          0.20087938177359743,
          -1.1617708520160308,
          -3.5062028819798905,
          -0.5306084005006662,
          -4.893863112142433,
          -0.7324092229451545,
          -0.08459035917482882,
          -2.963838965409643,
          2.9506888147227803,
          -1.9125324272195463,
          -2.8702346363395046,
          -2.8229358107615172,
          -4.564510965461275,
          -2.4560914457814227,
          -0.2087658705162401,
          -4.560015060219305,
          -3.585544157752532,
          -1.8954084250263308,
          2.9555533393085285,
          -0.9266413784446698,
          -0.3900358862913085,
          0.8893738503284134,
          -3.1846508633892845,
          0.3614565425977391,
          -4.041175668756127,
          -2.9810833068515814,
          -0.18103006103867111,
          4.2477723326944155,
          -1.6261119200090115,
          -2.602286480640341,
          -1.483770585420456,
          -2.046010459307551,
          -2.485813778469009,
          -2.7020053854409856,
          -2.7281718569933124,
          -1.1289729285542451,
          -1.3680725889010186,
          0.0024108188653325278,
          -0.6236701109943316,
          1.0395974240763497,
          -4.4139657645311505,
          2.379653962900059,
          -0.7610424904993479,
          -1.7847728661761493,
          -1.5672059376517706,
          -3.041355762987566,
          -1.121013260441446,
          -1.5194101496291643,
          -1.0129133312739644,
          1.830683068868552,
          -1.4563228587212118,
          -2.600125428006415,
          -1.0401551015032235,
          -1.9993648744882135,
          0.063181077170101,
          -1.4597440208213968,
          -4.664181231994153,
          -2.2612583880295336,
          -4.106986459799307,
          -1.9216092791290191,
          1.374988136174158,
          -0.06475925960715977,
          3.5835549049537154,
          -0.5025795950084714,
          -1.2326709428570215,
          -3.88857873638552,
          0.8059481604092221,
          -3.6496096005422682,
          1.216106569953013,
          -2.4186047734329232,
          -4.835240363480906,
          -1.478749629935471,
          0.8110380837934517,
          -3.1593125387002603,
          1.2775893821757975,
          -0.3001668525613003,
          -0.4129386128745918,
          -3.289883577302442,
          -1.9085127444245547,
          -1.6731191245916792,
          -3.6557761266518347,
          -4.786825404136702,
          -2.7887910953974755,
          -2.719471148472818,
          -2.942405167148989,
          -1.856370829191896,
          1.5193970532272705,
          -0.6678291951703439,
          -2.1136756970491564,
          -3.6346948580977005,
          0.7323533647218914,
          -0.198249809337085,
          -0.6404885378957144,
          -1.7956623113934118,
          1.105932564249695,
          -2.3176350908477925,
          -0.9947385553662442,
          2.8813309357687396,
          -0.6328368510848653,
          0.07108362238250823,
          -0.7279219419427401,
          -3.291135945285087,
          -2.194991952300596,
          -4.71438932447823,
          -2.5615511783791756,
          0.9890104339201867,
          -0.3375776479073056,
          4.859967371719291,
          -1.3911105748698418,
          -0.868371918703869,
          -1.691868574886512,
          -4.378506900167496,
          -2.5050070028891485,
          -2.714373529148518,
          2.889819083285783,
          1.151791398637762,
          -0.6696146414962122,
          -0.47586476033596137,
          -5.237471723582538,
          -3.2539473692315597,
          -0.4364929428022509,
          1.6933877105685926,
          0.46947061289807884,
          -0.9040224811752993,
          2.8993792552476907,
          1.321768364394929,
          -3.0349476349699267,
          -0.36426764374708576,
          -4.842774109623029,
          -2.1515265564713113,
          -2.4088174314888873,
          1.6228189243363482,
          0.035893603390869236,
          -1.950615305693748,
          -2.9740933098260567,
          -4.291005410880708,
          -1.3062409461516038,
          -2.2006101763901023,
          -2.5343539475068098,
          -3.384388999561216,
          -2.020982549969727,
          0.10644348006042907,
          0.8021111789399703,
          -1.7723379268619583,
          -3.4926003246484942,
          -1.9009703112757943,
          -3.1853584507453636,
          -1.4270347753852568,
          -0.8506845255056904,
          -1.517784275338329,
          -2.644902412039401,
          -2.599341227039854,
          -2.5507484135202128,
          -2.579743786824434,
          -0.7039669296349251,
          0.6116699305282461,
          -2.915033621420184,
          1.6183150408232465,
          0.4122918804713335,
          0.34336191928395066,
          -3.877288602397345,
          -4.3781339832700805,
          -0.6556777231986876,
          -1.7008185665216033,
          -0.5529060059945792,
          0.9117806020188334,
          -3.150060977957221,
          -0.250623828629281,
          -4.686158757803312,
          -1.2316575742366498,
          -1.5937144716252742,
          0.36668663697091014,
          -1.3958052387746938,
          -1.262997808218444,
          -1.2278814376581675,
          -3.7103417998545987,
          -3.9930961255919066,
          -2.382206056738861,
          -1.6043158189442608,
          -2.0674404277236134,
          -2.72252595765284,
          -3.1741570721961714,
          -1.5526127483568273,
          2.6680330348942243,
          0.18243465861165864,
          -2.427099139832381,
          -1.9365552281785277,
          -1.8137905227247522,
          1.4601501479207393,
          -1.940465827808057,
          -4.883425630076214,
          -3.2602808384288227,
          -1.3736411780360354,
          -2.8028192145097006,
          -4.387398869095948,
          3.8154995401175476,
          0.2731308724174097,
          0.49350375128354196,
          -0.6765638037063175,
          -2.4370807126275853,
          -3.261404774757999,
          -0.5064521051824303,
          1.6807696703424133,
          -2.970468085107659,
          -3.3166473489387807,
          -4.08788432411049,
          -3.285182767320039,
          -4.506203012748491,
          -3.3741881910501945,
          -0.18386929855519435,
          -0.24413648441309546,
          3.8372724512930407,
          -3.3264994729047106,
          1.460716237052314,
          0.8728743246302988,
          -2.1157066570742455,
          -2.222430670022506,
          -1.3604402345576596,
          -0.6004649039995399,
          1.4305327261587057,
          -0.9186531031641483,
          -0.8374137017493173,
          -3.676519780838899,
          -1.2538741099983737,
          -0.18570615567963758,
          -0.3661213981234766,
          -2.6424992964732863,
          -1.0332555693904264,
          2.6084951960907135,
          2.9534523727430773,
          -1.3383416509578858,
          -1.48179698574663,
          -2.505533047085159,
          -1.3063439456115329,
          -0.04827761989581338,
          -1.8740783251839015,
          -3.28835166290491,
          -2.344524600590391,
          0.6624511951360258,
          -0.5346836409140293,
          -3.921757861570713,
          -3.5468523704915578,
          -3.595352700751674,
          -2.539770776226925,
          -3.4547116821191737,
          -1.2678668563690483,
          -1.113643697943205,
          2.6609986134960204,
          0.03945286971502909,
          -0.9813208604357656,
          -0.9909952824144977,
          -0.917101994942672,
          -1.0247656327423593,
          3.9628499269765474,
          -2.6518902135593283,
          -2.8232972628560664,
          -2.6400860962354384,
          -0.38809992123680637,
          0.11335698690212238,
          -0.1983822960206723,
          -3.8231013048630924,
          -3.145024713475221,
          -2.5959274848813534,
          -2.4962585704221847,
          3.8239510154601777,
          -1.8420634131682831,
          -0.40181725151381115,
          -1.4130085261608574,
          -0.8569785815114604,
          -1.4813806598660844,
          2.2266583995454616,
          -4.857564802733726,
          -1.9449094774106146,
          -2.767824162667523,
          -2.7823542467550553,
          -2.1030351161934013,
          -2.243648858536037,
          -1.0301749782599006,
          1.0680983658135188,
          -0.08678909647059391,
          -1.734435335835684,
          -2.0564597505225763,
          0.39137824395983956,
          -3.4926853020287605,
          -3.7024982975773,
          0.22735140919598693,
          -3.467488415405796,
          -2.8923217735832867,
          -2.2659969686778565,
          -3.6596734147310346,
          2.9464894999939135,
          3.342094926340241,
          -1.6638427525918758,
          -0.2762194328182215,
          -2.7495214795365808,
          -1.5316473187293593,
          -1.3304384482121436,
          -3.2772161292856614,
          2.673376887435581,
          5.198698243453441,
          -0.630748157411572,
          -4.850081252170028,
          -3.069574687087961,
          -1.2989055780823753,
          -1.4902053962818744,
          -0.5872027929215426,
          -2.2939000309047066,
          -2.7549243166872084,
          0.15310235911605583,
          -1.7230361488012926,
          -4.367972865087631,
          -2.597230727003835,
          0.5266717208677796,
          -0.6237800382421481,
          1.834617681348709,
          -3.588794152252499,
          -0.763735122034011,
          -4.866655055347298,
          -2.4958710176847694,
          -2.473139391893839,
          -1.670782865524031,
          -4.283992082632466,
          0.21053873547382773,
          -2.284408591413617,
          -3.054358096964064,
          -3.0384144488119307,
          -1.3424844181576807,
          -1.2258720230114009,
          -0.6164993766686938,
          -0.7793151950536875,
          6.125796587892335,
          1.3807014791672207,
          -2.200016648797473,
          0.7348464471284263,
          2.5892740815937256,
          -2.0936443181716156,
          -2.1976473403751826,
          -1.1769449043574116,
          -4.607134720065942,
          -0.22026875038006047,
          -1.8789788357141581,
          -2.74850324637376,
          1.8045389764377622,
          -0.2820385525574333,
          -0.870453268945217,
          -1.6839600740911433,
          -1.8309227301388278,
          -4.2495751255508605,
          0.19902349374114592,
          -1.9602023248695037,
          -1.8957009300429073,
          -1.6622117203026947,
          -1.2350216731997068,
          -2.2371756180196996,
          -2.6161865053529754,
          -0.3358549181850112,
          -2.9722951651862597,
          -0.3987542488310961,
          -3.175032145073556,
          -2.623333393922133,
          -2.985310480791667,
          -0.46282859071186555,
          1.6396275710213357,
          -3.824664954786585,
          1.7347416881764937,
          -2.126413474205152,
          0.7676353934492766,
          -0.9081202510935447,
          0.5038157433943549,
          -4.680865657531085,
          -0.25587006359469705,
          -0.6270648448145991,
          -1.7447183495026581,
          -2.7521271148875304,
          1.6972168396743812,
          -1.9749367220002216,
          -0.9271879456205115,
          2.438781856966602,
          -0.22861007116736073,
          -0.5971726671556054,
          0.13931805915685389,
          -0.47218386824525266,
          2.871143658594265,
          2.3646004854476748,
          -1.1248928005963321,
          -0.4302675834755358,
          4.81093940039928,
          -0.022000911532444028,
          -1.611556773281638,
          -0.489511372357522,
          5.549360474245386,
          -3.573849748909804,
          -3.0065603935194507,
          1.0882230251638572,
          -2.5813473225444836,
          -1.5048644559970472,
          -3.3264436915916002,
          -2.7892571651976166,
          -3.2986903987378806,
          2.8821144217470303,
          -2.9976712176439655,
          -2.914221865413465,
          3.7735905208721148,
          -2.6108220271351077,
          0.3771878590585077,
          -1.873196472198179,
          -0.8091157237723313,
          0.47727379429965383,
          -3.450178248868753,
          -0.5466719786837215,
          -4.667209709745832,
          -4.739030682454995,
          1.3414212673641708,
          -2.084930128538366,
          -3.2633953451080466,
          -2.0870525265795243,
          -2.468759360575371,
          0.09929975793031005,
          -1.6527069211626995,
          3.220024897309026,
          -2.0906617087323918,
          -1.4560301912919849,
          -2.415788222037852,
          0.5299706273605274,
          1.5597525110896349,
          -1.0128473104226878,
          -0.7176421379428698,
          -2.424963578743893,
          -0.19191151265359996,
          -3.1490710591339792,
          -1.1096094775731677,
          -2.759966682026433,
          -3.0158535369034096,
          -3.192455138264026,
          -4.750400099476492,
          -0.18696492154080804,
          -0.6278245210696145,
          5.6263183534073855,
          2.8602237722536317,
          -4.549228202024968,
          -1.9415118663771176,
          -2.50645183668739,
          2.761519945504607,
          -1.158721420315065,
          -2.637173628783462,
          -3.637364392996184,
          -2.2034256512939905,
          0.09679925670762188,
          -3.3202275805291577,
          0.04915251975415447,
          4.122695370755728,
          2.774160921460342,
          -4.6291806084555995,
          0.007537708227319824,
          -2.257069083712196,
          -1.814808072455248,
          0.2905455237471427,
          -1.6463491318455639,
          -0.08294998360301811,
          -4.772737962439779,
          2.185763290886931,
          4.471461703803939,
          -2.3386081048312186,
          3.3165384412560757,
          0.35852736348986813,
          1.8590380278742724,
          -3.166568459025951,
          -2.773279030543768,
          -0.26616477946584,
          3.277344295996118,
          1.0839561064489462,
          -1.0867018191936388,
          -1.015232036453385,
          -3.183064110550224,
          -0.44640367607558185,
          -0.43089504337908074,
          -3.2247043661721535,
          -4.975579702206716,
          -2.7400800181315104,
          -2.5069820932173186,
          -2.3257773035403924,
          -2.649361649394556,
          -1.087788460978697,
          1.8795813941730548,
          0.9340162326344067,
          -3.2708871477427177,
          -2.19731036478448,
          -3.2286035170306095,
          -1.391582475313348,
          -0.8376928508264823,
          0.8559377231814962,
          -1.6547141839710238,
          1.4677540916244303,
          4.984102199557121,
          -2.492752443423809,
          -1.3563920988566482,
          -0.6284356543342927,
          -2.2199304335468453,
          1.9419972347319312,
          -3.159786118187806,
          -4.321804348357414,
          -1.4382346682067122,
          -2.888211434046624,
          -3.2444096670146436,
          1.7830070761390973,
          -1.4780365206030004,
          0.09536033640264464,
          -2.8244662162933696,
          1.6460659749913342,
          -3.312540707982001,
          -1.3605643089250903,
          -5.183333402936213,
          -3.588090911540017,
          1.3744490607414936,
          -1.8182719826423126,
          -2.250584180423999,
          0.589611667797501,
          -2.9816630211377024,
          0.7485874493890151,
          -2.139518117022259,
          -1.725274039631661,
          -2.72468270935605,
          -2.055268919481114,
          0.852549276857787,
          -1.71567744543363,
          -1.84736060404749,
          -2.4934959826178176,
          -2.2312755666388964,
          0.06586621765072892,
          1.71074306317492,
          -0.7602721646434129,
          1.4410317129737091,
          -2.8743093845829937,
          -2.1798817672578816,
          -3.3150937428792306,
          0.1781893176455355,
          -3.0031381403631903,
          2.148381271244392,
          -3.0339096557391896,
          -4.634105139802894,
          -2.6396249538530046,
          -3.0072459781801277,
          -1.2687652692438056,
          1.298807526736044,
          -2.9381307302932984,
          -1.0451680279045732,
          1.4777543534648052,
          -2.8840666037903833,
          0.08712896845174004,
          -1.20142910353142,
          -0.7437262183340603,
          -0.157284551133681,
          -0.3957080739422402,
          -2.2237317754797963,
          2.5125168949747256,
          0.5166088915855352,
          1.7212628919705675,
          -0.6227088268985859,
          -1.4147235534698042,
          -0.7560531252734772,
          0.16970349123513892,
          -2.717469709773099,
          -1.6280140619535255,
          -1.8214579925262848,
          -1.562331379724903,
          -1.289421368805065,
          -3.5734541194903424,
          -2.109163537618755,
          -0.9280260970004788,
          -2.7335511857971397,
          2.0521840381156418,
          -3.185520413929331,
          0.5949558169239635,
          -2.2241895700935888,
          -2.516775618467475,
          -1.3078808145131016,
          -2.173875092156613,
          3.0153516951530284,
          1.937148514061395,
          -1.3882251089893676,
          -4.756638351736763,
          -2.6409671209414456,
          0.36613951548088086,
          -0.6390498838198791,
          1.2833329071791504,
          -2.054861593586852,
          -2.438300284062826,
          1.192183794259198,
          -1.37323103502606,
          -1.8970723560464078,
          -2.5854728265972753,
          -1.551235290287943,
          -3.184364386199985,
          2.6585327295794063,
          -1.878855576983334,
          -0.8905344602357268,
          -0.8397259548507385,
          0.5411826371532331,
          -2.5544748570277873,
          0.1789254952290069,
          -0.6819068979193722,
          -3.184090525025366,
          3.203294563846722,
          2.1604198587667467,
          5.278158669400804,
          -2.6744730902479104,
          2.888408460258345,
          1.179996118028943,
          -2.3261802961735016,
          3.3037168576995555,
          0.89389414285576,
          -0.8177606935926458,
          5.272271998118794,
          0.8796620122405637,
          -3.847833608553652,
          4.227129611751752,
          0.5816118579088495,
          -0.9572634322525798,
          2.966539303357834,
          -2.553616123626989,
          2.656987948227012,
          1.102255104623984,
          1.2957018389326918,
          -1.6623843095740598,
          3.6937580007200177,
          2.847297306847726,
          3.0812736917418126,
          -1.5013528560769875,
          3.2838494642849305,
          3.189652226948511,
          1.8741902303070896,
          1.6606186632166013,
          0.014980369019355752,
          0.34642349658515686,
          1.6940780816771304,
          1.9495288677007188,
          -1.2441799504585576,
          -0.44551480797314097,
          -2.424695393917526,
          -1.7251839035760814,
          -0.34353974660719766,
          0.5195668823275835,
          -0.37604610582882236,
          -0.32483551156083246,
          -1.4207877676427512,
          0.11447830842719496,
          2.5734788340684647,
          -1.5647323019829409,
          0.35108524650222395,
          0.5566749270216313,
          -1.3139499770923473,
          -1.73825797665357,
          -1.1034830868372145,
          0.6771913031946566,
          4.085999979896589,
          3.574206188073897,
          4.095317185835496,
          2.3321134259414,
          -2.5389383206277003,
          -4.296012410180772,
          -3.0000509478584467,
          1.036583291302136,
          -2.856960734773713,
          4.57193583560356,
          -1.5517533930632668,
          1.054886143039176,
          -0.6561660198945425,
          0.22333259040951509,
          0.6109168026558602,
          2.1381356628396757,
          0.1307647815307798,
          -1.1089649798493078,
          -2.607278691866061,
          0.8034412756985397,
          3.458177227029187,
          -3.8647381149725932,
          -1.1364228625062336,
          -3.308355002900874,
          1.2488030842837288,
          -0.8146171503521906,
          -4.431678265940202,
          -0.3304212638402495,
          0.3420441157952285,
          -2.532650457502053,
          -1.4979421323719133,
          -1.4426627821067806,
          -2.816058884846892,
          3.4591869742778605,
          0.7497724442878609,
          3.0189429433352784,
          -4.117672933255184,
          -0.295395124547141,
          0.5499018660670982,
          0.31335690403991007,
          5.64787759563832,
          4.310733456623606,
          -2.808927929293328,
          -0.09540052197422212,
          -0.4266620181094485,
          -2.756594128459308,
          1.0052366974404325,
          -3.212568980877112,
          -0.8322712568814085,
          -2.6227383388322116,
          2.1275019529042196,
          -2.9320832421737877,
          -0.9373915749068825,
          5.1995044656618,
          -2.6584618916887015,
          1.5976755970632364,
          1.83176263290419,
          -2.8361314262207475,
          -2.0601264171965794,
          2.7598151329672906,
          -1.8097116943041418,
          -2.4031823548543016,
          2.564874451921397,
          -2.1224900593113634,
          -2.1196478854087575,
          -3.6638895092554926,
          0.3997951081988217,
          3.134875608819895,
          -1.019013827373493,
          4.913955177807368,
          -1.5342435062179824,
          0.564009757761661,
          -1.5624383223399776,
          5.136288543817036,
          5.091412312381149,
          -4.083385557204919,
          1.86453210082128,
          -0.7773598890593909,
          4.797167217804487,
          -1.1483615736164923,
          -1.495273369340645,
          0.0949817985870101,
          3.888195970733517,
          6.254729306786745,
          -2.689943425675849,
          -2.22859372824369,
          -2.1024299814996494,
          2.6336456114232845,
          2.1128215726826234,
          2.5986545805442542,
          5.1465962868654165,
          -1.1787015348141343,
          -0.8136145763030593,
          -2.7087247271385384,
          -3.3468236539977316,
          0.2506369023772579,
          2.3855337590512247,
          0.08122878563043007,
          4.1623235322959715,
          3.3603926355368876,
          2.3044862653086082,
          -1.7913207192868525,
          -3.150600531633317,
          -2.110761010845676,
          -0.4455127497849175,
          -3.362462874533283,
          3.116647178823395,
          4.288912181961888,
          2.8492300331035523,
          0.79390865906546,
          2.4687596479889424,
          3.0468652912311787,
          2.1106147005693616,
          -3.764596023158287,
          3.294718164299368,
          5.336226398656521,
          3.513759994236726,
          0.6449426464344279,
          4.29609791543036,
          4.929852372483163,
          -1.5263121650928653,
          -1.2413962073504674,
          2.4141209543893907,
          0.32072332907889384,
          -1.992838263729853,
          -1.3374029304236636,
          -1.453197750384614,
          -3.5732284953213482,
          0.07305500266314477,
          -1.5424350072052115,
          -2.4319231941540633,
          0.15768992805173387,
          0.7680627849086046,
          -3.8123850454891164,
          -3.9271958053820173,
          1.614855172838523,
          3.3681021547491414,
          -0.22580631706938797,
          -0.06583438208710428,
          2.96484436159442,
          -0.5181526593594958,
          -0.7416071902135837,
          2.0225684415887755,
          1.4022010268838976,
          -3.8818941719657225,
          0.3622137199574066,
          3.9348021951596146,
          4.474153602841248,
          -1.994156843448196,
          0.9460056099271852,
          3.2157465639882594,
          -2.8778132586461456,
          -0.7876143525395147,
          2.484084959832976,
          2.9814196586298376,
          -2.0672769741824197,
          -3.4436894675695857,
          1.5830600065341796,
          4.005771245554278,
          1.148050786196762,
          4.518909225221264,
          3.300301504125501,
          -2.252867496609895,
          -3.257271235223968,
          -0.9738337540738552,
          -1.2351879530232113,
          1.2363110075215913,
          -2.3177333765671273,
          4.931010541698649,
          2.0830911726471104,
          -3.8132030139462554,
          2.0847108769490346,
          0.5757355524342901,
          -2.4290558059690213,
          -1.1899645050917451,
          0.795619019443759,
          -4.321002743273795,
          3.6283211228737318,
          5.414520004960647,
          -2.3551587556645144,
          -1.0950374252843562,
          3.6017938001475343,
          0.7457936018326139,
          2.4243034540933355,
          -2.972658509896531,
          3.3266938535480226,
          -0.21749564141229472,
          1.4180370412976298,
          2.2183257208284584,
          1.3129727551850014,
          1.4775828567992768,
          -2.4871319366283906,
          0.6801458052871053,
          -3.8873433798419716,
          4.097832653218439,
          -2.5054828117044248,
          -2.9730607756685727,
          -3.696177417362035,
          1.6815587652118364,
          -3.4327593284370006,
          -1.5543626837381304,
          2.4769269180581874,
          -1.029169964772964,
          -0.5564758969481259,
          1.359550351053426,
          -0.27226257741749305,
          5.213358305392315,
          -1.1807964069517967,
          -2.5209621758665426,
          -2.137732327758777,
          1.7213218521224898,
          -1.4879054489873476,
          -1.527850612992108,
          0.3907035823006258,
          -0.9984314849351148,
          2.133960226455745,
          3.950085432227073,
          -1.4089750238614556,
          -1.7828747870827504,
          -1.2257559884718183,
          -2.4442340267485085,
          5.854273814780262,
          1.4928710574144222,
          -2.0756697055518,
          3.2093134174170665,
          5.114028930746562,
          0.08984391579824111,
          1.0400683235870591,
          -0.650250018573956,
          1.9177199489403638,
          5.179065037287271,
          -2.2597450078216172,
          2.621372725611426,
          -0.7148367352277399,
          1.7862043548350164,
          0.8767449492830645,
          3.093813096615192,
          -3.096443963625107,
          -2.0431069239505155,
          -4.20353691105922,
          2.03729444542849,
          1.226355606547338,
          2.502552562999474,
          -2.973959937761939,
          0.610198605701848,
          -0.7280595146514462,
          1.309307369507501,
          -2.5351229781141584,
          5.641776657137487,
          3.6263651567697397,
          0.7879414905007246,
          4.7254518145895545,
          0.3077438423597442,
          6.453535845681267,
          -1.2759808054218849,
          -4.443079221350947,
          0.11080522906131329,
          -1.095290876185447,
          2.778714207264203,
          2.782258221934782,
          2.316573662578951,
          3.9733625011518794,
          -0.5091627750867033,
          -4.1163968711753816,
          3.4149259134092738,
          2.1150445999960237,
          1.0566923867755733,
          -0.2767009515205869,
          -3.624029872467578,
          4.479485218432062,
          2.700283491000164,
          1.5107726366216128,
          4.055841304454936,
          -2.0797968452514883,
          -1.6472327809661544,
          -0.41814820963280724,
          -1.2116276772664258,
          -0.4881157946715376,
          1.76877011873493,
          0.8605049255341946,
          3.4302183709806737,
          4.2274932216822405,
          7.324202179246531,
          -1.116482049885526,
          -4.152896303818149,
          0.30666825326963687,
          3.5422719434488683,
          -3.9567347205980283,
          6.086423660647797,
          7.736782685592733,
          -1.5746834784089194,
          -1.6274207752400265,
          2.85632559616565,
          -4.257965708528943,
          1.012468983705285,
          -2.5563057846059296,
          -1.9158351659300825,
          3.6559950019690963,
          -2.2831822124292844,
          0.879753655384948,
          3.8287662546939063,
          -0.6936859256706317,
          3.401639363611505,
          2.0090020513130233,
          2.930564685578079,
          -1.0851069217433935,
          -1.2783350992791118,
          -0.23823922640080025,
          3.6737749162285733,
          2.619785482138254,
          -1.6100338310634863,
          -4.099198260869307,
          -3.2718050734611817,
          -3.777118047577754,
          1.2643259209929283,
          -3.325919464937152,
          4.040081045549598,
          4.538311455603269,
          5.463638701721522,
          -2.177389603641297,
          4.762556457757813,
          0.35232695790229873,
          -2.8962303175230417,
          0.04595609947622861,
          -0.3357428029515787,
          1.4181328106334732,
          -1.5131053436849435,
          -0.9125171751573311,
          -4.044851126151744,
          1.3319182150823972,
          3.0744817963657205,
          2.178232008328514,
          4.084904497089063,
          3.0014802564743484,
          -0.5014791834732771,
          5.9589373401277355,
          -2.269176492767034,
          1.5475622708439052,
          -2.1659337425941856,
          -3.0374225632530054,
          1.4792502251849486,
          -0.9072949986816042,
          2.4806842818597254,
          1.5975861362913377,
          -3.4776035252644992,
          1.3189324543784269,
          0.5500066642729469,
          0.7042645997778063,
          4.970475624695495,
          -3.7755318014848753,
          0.7587537644736344,
          1.2947238298957022,
          2.675437402056258,
          -0.39580943867061485,
          -2.230094918664224,
          2.6735686581751383,
          -1.9263454546894667,
          -3.107647035582018,
          0.4303778395321849,
          5.15225161950425,
          3.0106569189818395,
          -2.7380389038853528,
          -2.0090385650995572,
          -4.2375226349447885,
          3.649066233783878,
          -0.5203306652196038,
          -1.8195583846735943,
          -0.7190945672607397,
          3.863203879849297,
          -1.428411657376034,
          -0.6497762664911145,
          -3.079270278994472,
          -1.9141986215411833,
          0.42711343164739185,
          1.1052993142305427,
          3.545777513737423,
          -0.7595576326567784,
          -3.170698558009516,
          -2.1603424670248166,
          -1.5369072799942236,
          -1.242294520981639,
          0.9300659289570697,
          -4.076220434863327,
          2.408685375171797,
          -2.6248097120387106,
          -2.8991249603046,
          5.574008854118856,
          2.5776228398268146,
          2.078156548405987,
          -0.571535100404767,
          0.08501487021979909,
          -4.110116899857889,
          -2.6436616305415566,
          1.7641800081288819,
          0.22443967305058127,
          2.324541339825762,
          -0.17252002949803422,
          -1.1850151243682177,
          -0.02043838011595007,
          -0.4184157545266426,
          2.1351638591798507,
          3.2183447654919983,
          0.12201154828297814,
          -0.8742436481641842,
          -3.1082702852144526,
          -1.4043539932395064,
          -2.7614652624834064,
          0.4093536845031173,
          3.0894533237616857,
          -4.220842537169516,
          0.1628820721949405,
          2.366000406135205,
          1.70712721957256,
          0.7588022041220639,
          2.2820077216971106,
          6.197780490102234,
          1.1100770176484083,
          -1.0732268700180347,
          -0.537053320045119,
          -2.3745475980453516,
          -2.0783024092946127,
          1.5833032403506482,
          -0.7766838754403221,
          4.933206769143761,
          0.726030591851953,
          -3.4247409578595467,
          0.4666691413866363,
          -1.5680969003794347,
          -3.9548128971807825,
          3.745681637315485,
          -4.214346102675056,
          2.973828051566274,
          -1.2419145470353832,
          -1.7227966273602888,
          -1.2475543051840072,
          -3.182716545317289,
          -0.5972010700543434,
          0.7228542434014954,
          -3.719705596085217,
          6.195077940447858,
          0.3613332223492175,
          5.394694750766231,
          3.668909894478768,
          -1.2439062996354688,
          0.6049282561413959,
          0.6813453632035948,
          1.8242471301465066,
          0.4737823842078139,
          1.6839652726683383,
          2.078915668736215,
          2.7431006310890615,
          2.651607747141535,
          -2.4935234301997133,
          0.8298784508764402,
          -1.5447379115309956,
          0.2793484562099878,
          -0.017218691488610997,
          -1.7087370318140944,
          -3.251273274437291,
          -1.4155898264719655,
          1.1618460506677528,
          4.334340430190783,
          -0.9641430356241681,
          6.119158807428245,
          -1.249436898086094,
          -1.1166052654545544,
          -0.24232426112895974,
          4.808267377159296,
          3.3141608528193465,
          4.0936866861714165,
          2.8580470014322854,
          2.1403957362107278,
          -0.9003165879355542,
          -1.999184807540808,
          -2.8887149803934458,
          1.2862886151653912,
          -1.1694810776283233,
          3.7877292427889464,
          1.2257781709649602,
          2.168347248835603,
          2.2404165001049936,
          -3.394965033507024,
          3.8910186895924324,
          -2.464424380584753,
          -2.7630712599943017,
          3.6972388609136506,
          -0.9067286754768298,
          4.795189505565556,
          6.2636763430829605,
          6.033946477686938,
          2.680736791149319,
          -3.4441811136444263,
          -0.796159469676758,
          -2.0092139092309838,
          4.341362906178321,
          3.149221251368933,
          3.468286531291227,
          -2.9965326880611203,
          3.5900343016377594,
          0.39417673283968824,
          -3.7752404698591353,
          -2.985056934914954,
          3.4124595046696946,
          4.058470159123863,
          -1.8769939348265396,
          2.176654853983807,
          -2.210182657240694,
          1.3637026788519906,
          1.8080143798022983,
          -0.9483822178845425,
          4.611969318377366,
          0.20591225318057937,
          -4.014455265015196,
          2.253621013608093,
          1.7445917800053414,
          2.0308281643421116,
          1.4695494325456475,
          5.518184290616331,
          3.232475889456192,
          2.6785673117967104,
          -4.125635934104513,
          4.0887920441470165,
          3.766381905434643,
          -1.7787140651189448,
          -0.19763983523695927,
          -3.599153067942064,
          5.37113987441095,
          4.201740254771709,
          -3.854140311874689,
          -0.3635088350676786,
          2.3791688918017706,
          -0.3091656174221823,
          1.4070810651272545,
          -1.3501468426022751,
          -3.783727429507902,
          -0.0917252835542587,
          3.694840765437294,
          2.5882987743553314,
          5.281113553329531,
          1.2459757267649547,
          -1.1379359909220013,
          0.2875616926537948,
          -2.1038341516249828,
          -2.147099635421395,
          1.2900064419302129,
          5.035651877375726,
          -4.2147744221937335,
          -3.3929630030983864,
          -2.5209124785531576,
          -0.3686858618667663,
          3.5082659680989225,
          5.2671028418275405,
          -3.047723760920812,
          -1.7226093724789353,
          -2.0569132530328695,
          -1.3099615246121168,
          -1.0044121314989753,
          0.3367124747986414,
          -1.1877173877855047,
          -1.2865994254999797,
          1.3331730150607575,
          1.3267929328331483,
          -3.7878046767342495,
          -3.9015538958116616,
          2.77769531271349,
          2.928345489176232,
          2.769205916571112,
          2.9366707461172914,
          -1.5353703846437188,
          1.2049380918562071,
          -3.2908742144908163,
          -1.582172944116623,
          -0.1435202273469051,
          -0.20924388054772608,
          -1.9746432504004936,
          -4.0995654244703,
          -3.457859768625843,
          -2.25302659174719,
          1.649367983050901,
          -1.4962013055814507,
          -1.4474304107847116,
          -1.8257741974850576,
          -3.643477491568475,
          -0.8899593664539999,
          -0.6039596094650627,
          -1.8652679086031512,
          -3.089500791149376,
          -3.7358717628108904,
          -2.2348844857479753,
          2.919308877153885,
          -0.3053279846783386,
          -2.369574163639236,
          4.630009913727499,
          -1.5474096135004705,
          -1.4704844893416729,
          -3.4593441777200504,
          -0.990321253533856,
          0.16242862424622687,
          -1.346291478003993,
          2.382429177428938,
          0.6636972020212107,
          1.8286582611800883,
          -1.5370284905606728,
          4.303823621035631,
          -0.9703258912369316,
          6.3821337353422,
          -0.6786158977456266,
          2.016671605853832,
          -3.2533298385472547,
          -1.1601068007998585,
          -1.5066828209839267,
          2.75433044881927,
          1.676257457956674,
          -2.0721056710715917,
          -2.909276000492191,
          -0.5177754790181697,
          1.722886240831174,
          -3.2223278675575266,
          -2.035492326679707,
          -0.5033640367734586,
          -1.0972827480738023,
          -1.506458705443531,
          -2.32190942761822,
          1.1756212882118493,
          0.4183116170734649,
          -4.265580071878014,
          4.513309757934961,
          -0.9047075114466091,
          -1.2706100651204497,
          -3.033665991704606,
          -2.0951568927995914,
          -2.6280357786361184,
          -0.4258190657338029,
          -1.9628807251272113,
          2.744621508881326,
          1.205637141750171,
          2.7321843138228665,
          5.620924431690327,
          2.0102145492854313,
          -1.8981545455892375,
          1.4316373350480014,
          3.1739341123551563,
          -1.1699172875229806,
          -2.893328331009026,
          -2.5102607048136703,
          4.237324998402043,
          -2.513917314911103,
          0.32243094534821104,
          3.194711475957054,
          0.21932203440494102,
          -1.0169668800405627,
          -0.1659442888047441,
          0.4329420584554561,
          2.2137036293285446,
          -0.789457399762886,
          -2.304415054948107,
          1.9706148594753699,
          3.7986004092492096,
          3.7013119864303627,
          -1.835076141677349,
          2.372076710000632,
          0.2804403806855032,
          -1.4272894699461807,
          0.9176441164414433,
          -3.3566726481281797,
          -1.7223811967717766,
          -4.056363326792382,
          0.7135624918409846,
          -0.4452542961275168,
          -0.6905446193745183,
          0.9486476139491672,
          2.467645719851859,
          -3.8342338285373874,
          -0.41038643718171636,
          0.19842047921538683,
          -1.4042259629905742,
          -1.37131643594415,
          -0.539954077329318,
          -3.962583986167213,
          -2.3222122084807606,
          0.7157213268556285,
          -0.9108431636845125,
          3.431586042566309,
          -2.695132649726851,
          3.3174454013732806,
          1.7041569148620943,
          -3.6503651938358783,
          -1.6800701775914326,
          -1.106586063914239,
          -3.498470979730415,
          6.246730071624939,
          -1.0556286993371335,
          -1.0588216964565118,
          2.2639039198995756,
          -0.6962584459496763,
          1.6528657519464234,
          4.370404923864239,
          0.5071184320899509,
          1.731443608052663,
          2.0019365226435335,
          -0.2974344363025017,
          2.203736051203444,
          1.6331085362834161,
          1.1989110260137705,
          -1.5992633825326246,
          4.19406968870371,
          -3.0016570095142874,
          -2.521641124925581,
          -0.6592249023963683,
          3.1033568657034785,
          -1.053287522766015,
          -1.4184012836780622,
          -1.2685871473857706,
          -2.6768293012856126,
          0.6552412199653221,
          3.024026843983758,
          -1.831599347289184,
          -0.8391117147181952,
          -1.4865853463357004,
          -0.9770437259086533,
          2.9853715433720276,
          -0.22904411942648167,
          -2.533734970236935,
          2.4767773906666535,
          -0.8182347137806228,
          0.36248566618932665,
          2.698668730600377,
          4.02852620036445,
          1.3342692238435665,
          -0.4498698539981187,
          -0.2947428153598589,
          3.2048328216889277,
          -3.750036296111027,
          0.14504658351808747,
          -3.5367207840126773,
          -0.01824942348228877,
          -0.9557997954610172,
          3.8398935001869208,
          1.4871541255672098,
          3.537788343683254,
          -3.830507617705367,
          4.569080136711211,
          -3.308203521375842,
          -1.6993582317850757,
          -0.9166441738797023,
          -0.30822509306290613,
          3.875759757148626,
          2.631784463958043,
          5.94817445273166,
          -0.9301669881671141,
          1.2410991443493067,
          -2.7529561821476856,
          4.416642463715195,
          1.906028901835097,
          -1.0037931394974964,
          1.6710797703396583,
          -2.3753646455432125,
          -2.6346714153674395,
          -1.2686832668480101,
          4.220744467172253,
          -1.1774519175705807,
          -0.29368899045079794,
          3.335363319640125,
          -2.094252839179829,
          2.3264320641465397,
          3.188086308999942,
          5.629935923796504,
          4.219920840990091,
          -2.045925311730045,
          2.0740720660018503,
          4.853984560304612,
          2.2712029555910846,
          3.3277642027013083,
          -0.8583161077545327,
          -0.5876191807906073,
          1.8041545592180255,
          1.2774822286109722,
          1.9833635570389099,
          -2.4267755460948086,
          -4.018680815035181,
          -3.500499185917678,
          0.0845672107399274,
          2.7702957786497655,
          2.985024493750817,
          -2.3632341570661834,
          -0.31701617573484325,
          1.231908122442357,
          -0.09645716253161515,
          -1.1729468202963638,
          -0.05700979292115539,
          -2.8079525320473873,
          -1.6781380978429714,
          -0.461681966324938,
          -0.1628746607849405,
          -2.8700731175494174,
          0.6832447998180908,
          -3.7935891071214756,
          3.863478524766888,
          -2.489674492171858,
          3.4468379052433997,
          -3.402124097660718,
          1.448094611552528,
          2.1914348071804532,
          -2.8663340235190633,
          3.0000578044653996,
          -0.42641258702847834,
          -3.67080885333388,
          -1.6864164776651591,
          4.4650686723867725,
          -1.8439354966848893,
          6.079000149768528,
          4.54369244156546,
          1.0729612429239033,
          -0.68383511704346,
          -2.787775215364714,
          0.38670736034050546,
          -4.040671295183099,
          3.586020019442028,
          -1.7458240322917182,
          4.685394762319451,
          2.19703707152424,
          1.1681874541660207,
          4.264198234458669,
          -2.8479547593815053,
          -2.2456569778852153,
          2.783709170162413,
          3.175880940580432,
          -0.4964836775702013,
          0.028865986613789692,
          4.054964652759789,
          0.7306914940653343,
          -2.246739340273128,
          -3.908902240138583,
          5.588273176909565,
          -0.1607688371829225,
          -0.7506880276217163,
          -2.6152580396538427,
          -3.9323630513243595,
          -0.8351599082481708,
          -2.948784007998809,
          -1.1804961958059985,
          -0.2909138732762086,
          6.176782861121847,
          2.5001680137283193,
          3.6981289566155406,
          1.5680376280040085,
          2.4241972762707715,
          2.157491172127721,
          3.9860500487084547,
          -1.1027169322246586,
          4.234320601458198,
          5.849850922393581,
          -3.5157744575012178,
          1.3382831498040946,
          -0.9099518431089424,
          -2.8432948082615193,
          1.0356649763848857,
          -3.2988998156722396,
          0.21713465516308267,
          -2.281328802748497,
          -1.2099753264544026,
          -2.8489280482562545,
          3.218524810786792,
          -1.0604852034879748,
          4.310633361377589,
          0.62600947596556,
          -1.3914163182971306,
          -3.502927692855141,
          -3.2311131834847453,
          -0.984453808532892,
          1.105387329453933,
          -2.446776601818968,
          3.1127703479559847,
          3.2951031903485912,
          2.8206040906605625,
          1.0654992226984163,
          -2.469962959073745,
          -0.598967863651194,
          -0.6478781716034693,
          -0.20697422433327622,
          0.7768226612905803,
          2.4310008876068463,
          -4.292096016197329,
          0.9814259326519543,
          2.6805091653609674,
          -3.9595030802834774,
          0.46988061838743633,
          -1.2852759113887546,
          3.9676463717800043,
          2.434404580191488,
          2.97239056009249,
          -2.1373229649888876,
          0.8304921184411492,
          -4.000004330695573,
          -0.944727104164019,
          3.5137801510485933,
          -3.9131282520043373,
          1.7033818561000096,
          -0.4740940002241852,
          -3.559760930145634,
          1.306626069842114,
          -1.331895655724753,
          2.6041049675103896,
          -2.464758048785193,
          4.6733991134302375,
          -0.3102971915108056,
          0.20677287914322062,
          -2.2502842741455664,
          1.7155873976265918,
          1.1414007638364765,
          4.457087759905538,
          -3.9049343219921346,
          -3.0832117940337325,
          0.7743127858558772,
          -2.5832242141216306,
          3.4983785531762126,
          -3.10025296103096,
          -0.488609450634957,
          -1.09499458446741,
          -0.6008198183000885,
          -1.0021521356304035,
          -1.5237359519508833,
          -3.9382119745132482,
          -0.8084454205174069,
          4.399243266604085,
          4.693948476829386,
          -0.9046987349817837,
          2.097484264780492,
          -2.182930596740127,
          -1.9941479606159214,
          -0.2707884508924859,
          4.077564074739018,
          -1.7813114795703595,
          0.14894581212034552,
          -2.972043878152483,
          2.7052153619274533,
          1.6528198116262895,
          -3.131489533267289,
          -0.1492041290671995,
          -4.029950978626284,
          -0.1541607112966784,
          -1.0488356613746803,
          0.884433912505572,
          4.136648869687271,
          0.8182538064341306,
          -1.2409748844970678,
          -1.9678037659566867,
          -3.971705202244833,
          3.215814876197519,
          -3.607753458690139,
          -2.0745306890973256,
          1.486338946132524,
          -0.6168118018753596,
          3.4813605397100185,
          5.976244607314857,
          -1.3130614788095238,
          -1.136690949068939,
          -3.8375174950760056,
          -2.9987689527046886,
          -1.714159058929983,
          -1.3737788422612605,
          2.4472473536703108,
          -2.0683820123326937,
          5.392272688534052,
          1.867822313593026,
          3.7801558090394063,
          -1.5953499051194038,
          -3.6621690417996553,
          5.82639576027436,
          1.4224785911193785,
          5.461176392069871,
          -3.1545034616491052,
          2.685144246056374,
          -1.7934416468770267,
          -1.1990196955570462,
          -0.33750897185126455,
          3.1594291647445307,
          -0.9480644972140683,
          2.6570769638706278,
          2.358496940980884,
          -0.6641718048964131,
          -1.4229297275826707,
          2.355116159452258,
          -2.3902140875149107,
          2.648825220238602,
          -0.5272420127432724,
          -2.6290571450502163,
          -1.0620885629840306,
          2.955816148590204,
          -3.029783495788067,
          4.961026487312258,
          -3.7150355094946925,
          1.7092123221756954,
          1.7639181114872724,
          -1.110876727409068,
          -1.3649148686441255,
          -1.558816511991239,
          -2.969355059898761,
          1.0437869241384492,
          -2.6985540169809874,
          2.601674612800996,
          -2.3188683756880297,
          -1.4339665097986316,
          -3.9261038368060683,
          -3.0799623002841825,
          3.239108528310541,
          -1.662570732142943,
          4.738383838003231,
          3.100857658329514,
          -2.1239416914957556,
          -0.8965711228693047,
          -2.18515254341604,
          -1.2365664713487436,
          -0.3815099187502939,
          4.695160423857316,
          -1.925436235583918,
          -1.0058030396625417,
          -2.5641045215231646,
          -3.413398468997603,
          1.266568699662415,
          3.295909076678862,
          -1.3325778164940658,
          -0.9838555877762452,
          4.884688826452564,
          2.329997586803964,
          2.600433908270092,
          3.939289875947228,
          -2.7866218140736714,
          -3.0349138241846823,
          -0.9730345465648361,
          3.587469271158562,
          -0.5190472479753683,
          -0.6247998519722672,
          0.02259890144918822,
          1.0545849483331333,
          3.031103210156257,
          -1.5011159614542946,
          -1.3535137918761422,
          -0.4486521697652645,
          -3.7390450652281597,
          1.1825164317276964,
          0.7838591466350744,
          -2.4058933318924938,
          -0.23710994157650012,
          -1.3496349174790228,
          0.05662062436272265,
          2.859923296925652,
          3.1128638192764098,
          -4.083469348853661,
          5.443028552647443,
          -1.4609020395639862,
          3.1405312433559716,
          -2.027029626877718,
          0.5623640718284183,
          -0.8909708645933401,
          3.0042067620591446,
          -0.8169853348366756,
          5.726919326158793,
          -1.5467635169221134,
          2.3366376164646323,
          -0.556620415055189,
          2.8378338286245586,
          -0.8522560292768855,
          2.6715678033099417,
          -2.117068088886253,
          -3.5025052814706834,
          0.534176366346218,
          -1.9159509384560562,
          1.840788116153354,
          -2.4441136878870764,
          3.125105134026431,
          5.011756125149422,
          -2.3821404125233356,
          5.204144979382373,
          0.8619137976345429,
          3.6441992821687452,
          0.18768634310438023,
          -1.1838799221339313,
          -1.262184517877137,
          -0.1001632791763051,
          -1.2200879595159035,
          5.4442740135379895,
          -0.7482289105017894,
          -0.26063693429169116,
          1.7126520916796526,
          2.1734990777412326,
          -0.09722419263873626,
          5.3317842037483745,
          1.5779981438260136,
          -3.4626625505995445,
          -2.506329611242531,
          -2.399373390999995,
          -1.522596583721846,
          -0.46875192493485224,
          1.1250529551008592,
          -2.528440637154469,
          3.6408499521112248,
          -1.4705073299422704,
          4.33265975688171,
          1.647601879904986,
          -0.04434664893681077,
          -2.2137516644896054,
          -0.48129599234463205,
          -4.076345963678251,
          2.1481756614108445,
          2.025807169145665,
          -1.8053369075820576,
          -0.5156110927612166,
          -0.9627956891829422,
          2.8010149655256606,
          1.6015429856506314,
          -2.5733850077572225,
          -1.9905784473699728,
          -3.136702239683945,
          -2.1187577153726975,
          -0.9811142048013923,
          -3.1158761071794987,
          -1.2829576921077266,
          1.004275764328073,
          -1.1246059120064247,
          1.7702513755383917,
          -0.2776637079883131,
          -3.7189685978071765,
          -1.1264093695737034,
          -3.159814650515584,
          -2.0695057656266624,
          2.2967836759064615,
          -1.3717224408369892,
          -2.5561742044601927,
          3.9319517996181625,
          -2.3526621329736375,
          -1.4981300133298159,
          -2.9346037686953905,
          3.80425930880751,
          -2.3016311488531462,
          3.2061978844825183,
          3.2866207429213588,
          5.119491404768836,
          3.2069014623536813,
          4.52690384556746,
          -4.0539886073963105,
          -0.6794143365139526,
          1.0970667701182026,
          -0.9410092203319753,
          1.8045155637197572,
          1.7899696763035768,
          -1.1316802013902865,
          -2.034377008189124,
          0.8922041577721656,
          -0.026823799733269503,
          3.366100348820267,
          0.8965777902014439,
          0.27185380823852245,
          -3.065171707831685,
          -3.4219272104762593,
          4.6373318711309235,
          -1.0257427325536375,
          -2.703910048991885,
          -1.575900456237688,
          0.46319541589503166,
          -2.7319588791946865,
          -3.4457098292030097,
          -0.9158906219374287,
          3.4798560488293915,
          -2.1980774629222033,
          2.2023305295019098,
          -0.5669883482772833,
          -2.045008724323332,
          -0.9202432660803909,
          -2.685487116308745,
          5.2788772910923685,
          0.16580552904557191,
          -2.849748672716591,
          3.1136478328209565,
          0.046290508294088505,
          -3.640851101412587,
          5.065511920596891,
          -4.287287185177168,
          -3.6486609668546603,
          -2.1118535352967647,
          1.926421931639218,
          -2.805247459866539,
          -4.287813557194583,
          -4.172082814209677,
          1.975676914030008,
          -2.0621342734184447,
          -2.5733453686352408,
          -2.121596352502242,
          -1.2209499747778558,
          2.8262721947971516,
          1.9777120726679804,
          5.082293119331635,
          -0.7060967012847313,
          2.1662121554940046,
          3.322748247475582,
          2.9992328735002527,
          1.7390132994789123,
          0.015894418019087052,
          -0.6435733931203488,
          2.7664329971364254,
          1.5459796196944575,
          1.0358659104917567,
          -1.4652877832573208,
          0.22207692359506373,
          3.1081501255731694,
          0.860751741999154,
          -3.375768117583886,
          1.0171782161440275,
          5.395509855828499,
          -3.5299265233845216,
          2.436105494832284,
          -1.3112630210985854,
          0.38709343227872617,
          -3.411643427971277,
          1.940259989797479,
          4.114800641469861,
          0.853871053584394,
          2.4311855490432497,
          -0.47178746097215596,
          -3.808781689763614,
          3.3875678369199838,
          5.253516741942461,
          -3.971677565113894,
          -0.48128159202250287,
          4.194643167136363,
          3.452516779844624,
          -3.2499657450417256,
          0.3417827992031015,
          0.05362052409235866,
          -1.99799107895588,
          2.957414269653428,
          4.446133267815259,
          -0.2640664690761305,
          0.7270116979197428,
          6.165026620836867,
          -2.6528109835479077,
          -3.4561104967937326,
          -1.214248492981404,
          -1.7037483221855063,
          1.8374781961443312,
          0.4587610789468296,
          5.423353340254266,
          -3.834402649485203,
          -3.7441700342709114,
          5.089396679526563,
          -2.6598565157216028,
          0.5706460283368943,
          3.343552485011497,
          2.2041170052764474,
          -1.1633380673446754,
          2.0551197963640617,
          2.980698608870404,
          -0.07803350803720087,
          3.8719141984626204,
          1.932169507794807,
          5.15927274872334,
          -1.2692786432173921,
          2.4245283838869756,
          -2.4462974205211627,
          -0.08328063047869808,
          -0.6254271049381834,
          1.7258894191090763,
          3.1547319427910225,
          -2.968479536040822,
          -3.644585997214975,
          0.06629120478134298,
          -0.8514664701268497,
          4.4855595505551875,
          0.8848615401258111,
          -2.8695644181659086,
          -0.6340120565145401,
          -0.5137323646754035,
          -0.6606220299543425,
          -2.62898965338313,
          4.745613693321363,
          -3.0478820596313274,
          -3.7333318153969675,
          -0.07796209519371787,
          -0.4837933234337744,
          0.8353600724776062,
          3.5511051884431417,
          0.02906289066863363,
          2.171076071439266,
          1.945320599458219,
          -1.1040457428398909,
          -2.778670300355474,
          -3.9276026978311886,
          -1.9295906010339514,
          -0.8382653473086884,
          3.8907528988716193,
          -0.22045688786940987,
          5.210928227790683,
          3.094381735347663,
          0.7497242879630245,
          -2.3196439587663216,
          -0.7800305971988789,
          -4.049151620814138,
          0.9786707894943368,
          -0.11944777655137155,
          4.461801203856091,
          -3.2850338565121557,
          2.3608863379220657,
          1.292127660628682,
          -2.5598353127743074,
          -4.370158325946282,
          3.303619453812879,
          0.08352342005182892,
          -1.5683205242065934,
          4.088422743225547,
          -0.021423316744793645,
          -2.3588219015000766,
          -0.25104833868959836,
          -2.4319324208855884,
          -1.1751518495207027,
          4.495130651610291,
          -3.557506912543504,
          -4.15218645695351,
          2.1318671610311455,
          -0.07038954477426587,
          -1.2571623718362328,
          -2.135918260837649,
          0.7430401193888475,
          -3.3441850770405064,
          4.089495330764602,
          4.19063055348664,
          -2.8150786661580076,
          4.708210818384049,
          2.132686220972641,
          4.794216951748523,
          -3.9557357548935093,
          3.4039291112691923,
          -0.2408827829502942,
          -1.0191699847580513,
          -2.8815596557072714,
          -0.6726502755796151,
          -3.4655983411378224,
          -1.4140769461256113,
          -1.2289446328255669,
          -3.889536820141423,
          4.228230946642302,
          4.3018801231788215,
          -2.146601102736468,
          -1.4281602709633978,
          5.401875807095672,
          -1.2914907173941876,
          -0.6105791370380919,
          4.225167630028624,
          -1.8879888913970853,
          -1.9882779072755572,
          -2.6964306951907187,
          2.8140422913926857,
          0.2671124585129859,
          -0.5887171554715331,
          -0.514801139532631,
          2.4295008238103395,
          5.718435065004832,
          -2.6806652085694944,
          2.7743057370355877,
          3.40897923950187,
          -3.7483612415215135,
          -2.191150120246577,
          2.831204104949445,
          4.615004458145025,
          3.9851796973068834,
          3.9800241155591696,
          2.54174852654111,
          2.5584479319262683,
          -0.8620501192725621,
          0.02780076840157999,
          -1.308142655149977,
          -1.9573126938891627,
          -1.3886010733537637,
          -1.758283003089444,
          1.3395938767615958,
          0.1617451922351501,
          2.5932590905564896,
          0.49558251051982033,
          -0.3123100097924032,
          0.7413292182224354,
          -0.6616270263110251,
          -1.3898635437429312,
          3.609751053341812,
          -3.1818969249385423,
          -0.13631297173033083,
          -0.294822451516881,
          -3.838692224293637,
          -0.4752087412250733,
          -1.450606007415275,
          -2.1893479306416532,
          0.7222704907715984,
          1.891917525012927,
          -0.3398589804203776,
          -3.654475558984335,
          0.9919661637062184,
          4.964570995959765,
          6.099577647154017,
          -2.7867542472152347,
          -1.8615820647100094,
          -2.8805521396200966,
          -0.9258789515938838,
          -1.6363740149835626,
          4.893109507926232,
          5.049774298526611,
          4.490866319779436,
          2.4286692512076913,
          -0.6558469367434121,
          0.25450007673910097,
          5.85461167349886,
          4.428298634080251,
          3.5082767886609987,
          -2.0626163033792264,
          -0.12466296884264631,
          4.796415173951864,
          1.3724502067443949,
          2.935856544479269,
          -3.1048199872936397,
          3.3139026864195786,
          4.9698028560869245,
          2.307038336961699,
          -4.041270602381849,
          -0.7704940507858606,
          4.374457655500986,
          0.4830338125553544,
          5.4154281299471885,
          -2.3494429246673705,
          -3.0639683241692164,
          5.168636293182213,
          2.0540821265801723,
          0.323688671135561,
          -1.9142019552189335,
          0.9151559614113973,
          1.4569053277381026,
          -1.6491347062601807,
          -1.7114491395269136,
          1.2852413016270283,
          6.151234298082627,
          2.7539458553991727,
          -2.1767296640317775,
          -3.5493107055236406,
          4.510161703023369,
          -2.884521951629451,
          0.5350360441881634,
          3.7083643993030657,
          -0.6069895687144725,
          1.0694762096786996,
          -3.5298666092202704,
          -1.3353665237237473,
          -2.4214538628195545,
          1.7016266588525597,
          -1.3895434195284404,
          4.159191614617166,
          -1.6527148875376048,
          1.7419610156827732,
          -1.005689833353197,
          1.3634809266613974,
          -2.3150508501349374,
          0.5432351682024524,
          5.543914767053116,
          3.3528780275147967,
          6.052952189189727,
          -3.2425733066272815,
          5.983364320439013,
          1.6209356486115214,
          -4.12240526890899,
          -0.7406198896229371,
          0.321369115763631,
          3.696720849339228,
          -3.4180897462249598,
          -0.9894707473947602,
          -1.0030430057630373,
          -1.7850455019783664,
          -0.3897614612383452,
          0.8159448379193497,
          -1.1195592356658364,
          4.238634019412382,
          -2.7722454234648657,
          -1.3141902700364454,
          -0.5413187035803457,
          1.7418845121184516,
          -1.3258154016238417,
          1.3913876898096915,
          0.2155952155089629,
          -4.339322467760121,
          4.1187675662856265,
          3.0795721843811004,
          -1.6615519290405985,
          2.1774498863767917,
          1.3541996923523933,
          4.690369391970728,
          0.8195317489603238,
          -2.5405659844098896,
          1.913628743824359,
          -1.9132071724469002,
          -1.3475846184494273,
          -0.9665894439392121,
          0.4588699949194081,
          -3.7967597295197635,
          -3.1416138337800286,
          -0.19802443408177126,
          0.23048858056485158,
          -0.288878394084295,
          -3.057642905055288,
          -0.6610298785577273,
          -1.0271382381268817,
          -2.4912581633320516,
          -1.82892033068102,
          6.508819735254874,
          0.44577457381875746,
          -1.172386675862555,
          0.2896407801013429,
          5.966865246831618,
          -2.217375333766647,
          -1.2286852366399155,
          -3.546190992769487,
          -1.5230223703742696,
          -2.578398647747497,
          -0.03456616901474893,
          0.2405132870002237,
          -1.4862671405459529,
          3.182376033904423,
          -3.0963191418647864,
          -0.7255137236788278,
          2.952696623778606,
          -3.2070713344832216,
          2.570781790679122,
          3.2529665651282023,
          4.780947218796652,
          -1.2487433593742678,
          -2.669814346210406,
          4.240184782908613,
          -1.0889731483126222,
          -2.8365087014302954,
          2.4312453712548336,
          -0.6202951799420303,
          4.345087500736711,
          2.357210736764805,
          -3.1365451157516344,
          0.6387941300364136,
          -2.2543329880506873,
          -3.6539641604334205,
          -3.359609473434975,
          -0.1208044657500669,
          0.5246701765505392,
          3.0188855205225393,
          -1.3614327081521658,
          -1.916078584373164,
          -2.1167860180381517,
          -1.9449700897529965,
          -0.36218185260467783,
          3.811830886470983,
          0.04652955273430733,
          1.8788126210696894,
          -1.058657012544749,
          4.705343852900868,
          1.0038770076754937,
          -0.2949704987902354,
          3.481006521706158,
          3.9146719492874062,
          -1.7097347555343363,
          -1.747340022083948,
          5.260960957578901,
          0.353764032463668,
          -0.4796790474286412,
          1.8264340562919568,
          5.538410155186344,
          4.518143107873425,
          0.7240166828300503,
          -1.1344727640976782,
          5.36388886499819,
          3.212712812211528,
          1.2502579672153074,
          1.1723653659094115,
          2.909910304532858,
          0.9467507026982558,
          -0.48143611529435815,
          -4.123220360820965,
          -1.0850499134220144,
          -3.6525959406054493,
          -1.7583991549577165,
          -1.3474905357349394,
          -1.2805288009495812,
          1.2807327487176425,
          -2.833803345187319,
          -2.9636872839288437,
          6.264444413717109,
          3.7307204124693563,
          2.625983406809114,
          -1.6184423240602823,
          4.698472108752143,
          -2.657634933994022,
          -1.0530338609940928,
          2.9195051076438476,
          -0.25192970548845434,
          -3.1564038201860862,
          4.152530094184934,
          -2.679649438943032,
          -4.276044172143442,
          1.5759668529471234,
          1.2103223867875808,
          -2.7204110518540365,
          -2.471743690536306,
          -3.4261015919857165,
          -2.3689629868930218,
          3.570232131771756,
          -3.9839862981548197,
          -1.8283868554670482,
          4.689088752378136,
          4.096755432268145,
          0.013264299479823723,
          5.930320785516886,
          -1.6972747470851988,
          3.901509849240478,
          -2.4568624284225344,
          5.299354077925485,
          6.374458517752765,
          5.283456558519729,
          0.9888606622621628,
          -3.386185472752119,
          2.1976081880057485,
          1.7599170952980459,
          5.16414411154095,
          -2.99770484966835,
          0.765478126600197,
          4.862956340175319,
          -1.267794244480323,
          0.8857212383505226,
          1.1293901560575144,
          2.1911339120301556,
          -2.6612039031364123,
          -1.0189358258419345,
          2.1274568337926842,
          1.7990991639862044,
          4.10843017502117,
          -2.238623723020576,
          0.9935731604861676,
          1.4039309292054427,
          -4.399233344299431,
          3.2059993636248336,
          -4.171053803727124,
          -0.28929929018932177,
          -1.0716277516407717,
          -0.9104635641313376,
          -1.6334847515130386,
          5.105371757832605,
          -0.2121755113948325,
          -0.017599517342951187,
          -2.2119171709997723,
          3.0126715504172172,
          -0.6167447686522263,
          1.4401593913700594,
          5.045876870336747,
          3.611674703839808,
          3.1584537317932604,
          4.515571139333663,
          3.745176123744463,
          4.21766003400743,
          -3.3259774928426653,
          -1.410498572852094,
          -3.426438018900003,
          -3.684904155110765,
          5.560122776444472,
          0.8916421798895762,
          4.421128557263696,
          4.7611080713880085,
          1.005725703113304,
          -0.8034060749904647,
          -1.336160543794637,
          -1.6797440815082958,
          -2.777773102518405,
          4.337932009317802,
          0.5801046641837623,
          4.906251319082654,
          -4.162186340378083,
          -2.41484322713122,
          -1.187664993853046,
          -2.7755069881886083,
          2.093909367911426,
          -1.0115118372506464,
          -2.588130121568178,
          -2.7187929443484715,
          -4.040882270077237,
          2.4078659654717685,
          -2.5421788963282035,
          -1.8002636418337863,
          5.120232608587283,
          1.2754916227100879,
          -2.072713747144148,
          -3.48881660125429,
          -0.8208165214828776,
          -3.137913384413481,
          -3.2943985103751983,
          0.3027272765764334,
          2.573566909978752,
          2.8721433221310857,
          -3.745151767901321,
          -0.7107565615905709,
          -3.867762711185244,
          3.471473942561456,
          3.181439246874557,
          3.7312214636987497,
          1.7082540359259273,
          5.523087329192833,
          2.8532031468483643,
          -1.9940129168990983,
          -3.724258657700559,
          1.8650191043863473,
          -3.9656267969601076,
          -1.2435308394071252,
          -1.491247808514774,
          -2.3388631701264857,
          2.863407756786997,
          -4.031856127609061,
          -4.158469241453487,
          -3.136195891428531,
          1.692811554011773,
          2.1008108597266797,
          2.101359909757885,
          -1.659449815832462,
          5.198548561170476,
          1.378334222637436,
          -3.6573611641405073,
          1.0694017453115992,
          3.1150770468321096,
          -0.7055999943825447,
          -2.285810151161282,
          -3.9191181360292733,
          -1.2053175710271486,
          4.46982829707019,
          2.758029806167637,
          2.6379385338156154,
          -0.45600557284662785,
          -0.6457641581391644,
          2.025081750401853,
          0.1569080552701986,
          2.577163253742071,
          -1.6454341414613156,
          -1.0344688282715329,
          -0.45369244005869763,
          1.523714630499501,
          -2.073674231293303,
          -2.5087356184040193,
          4.785988980131274,
          -2.5898109313814195,
          2.461863614643781,
          4.285986699892199,
          -3.4517140514181244,
          0.9782495833448013,
          -1.732723701388097,
          -2.1358156640819073,
          2.265431331005987,
          5.587133019898498,
          -1.71457872886838,
          -1.8367001826577667,
          -1.7208520027575023,
          -1.409159193826881,
          -1.311439376101204,
          -3.552356896593692,
          -1.7273218912973332,
          -2.5160042364569395,
          -3.4945319755719284,
          1.4536062812713015,
          1.3505695463604614,
          1.1230000773934796,
          -1.9270093993965467,
          2.6313578967678617,
          -2.83689040197541,
          -1.8646510278830806,
          0.9862189576904627,
          -2.4391788885386734,
          -0.5805746852996343,
          -1.797055145008426,
          0.03167834574820487,
          -0.0020846720277405365,
          0.43225789097678274,
          0.29587888504814835,
          -4.001825799464975,
          5.099209779389645,
          3.703460510837977,
          1.012357112284721,
          1.272890790555651,
          -1.6670298127830416,
          -2.462904331677443,
          1.9058657419373974,
          -3.222986325581936,
          -3.013853119587016,
          -1.2495370413928053,
          4.69003633394365,
          -0.38991572710686156,
          -3.529612970220737,
          -0.6058543608231155,
          3.7777545101238403,
          -1.6696155248207563,
          -1.6547840891460408,
          -3.3887496139788746,
          0.9677407780730589,
          -0.9810848805418448,
          1.9100218533641578,
          -0.9959138056068011,
          -0.6212946997968186,
          3.3064484073424896,
          1.8121095738502133,
          -4.330204573062272,
          -1.9869483860435788,
          -3.5944316351236947,
          -2.4704700454083217,
          1.5107212996468335,
          1.4106260350540083,
          3.712760995430212,
          -0.52320231987378,
          0.7361340323291117,
          -0.8172678321269283,
          -0.8999273649716032,
          -1.0321300949221892,
          2.1600919292375265,
          0.24856691157949984,
          4.2705186731591445,
          0.2915255356677116,
          -0.5589505584794908,
          1.4097263691612965,
          5.277888821525767,
          0.9864031138454301,
          3.9824452101696033,
          6.549513064806389,
          -2.6294073046905115,
          4.041136179010329,
          0.006353026570578372,
          -1.4690164543804023,
          -0.4940941500073246,
          -3.3100172058745203,
          4.617242119644192,
          2.16178698680794,
          4.542788721167717,
          3.1590360628693803,
          3.9579797402222967,
          -2.903789724554762,
          -2.4615972233162586,
          -0.56747887778012,
          -1.672919517937907,
          2.1990298609489436,
          2.450335065580658,
          1.1125256430766481,
          -3.8742849792785448,
          1.3591438595070302,
          -2.2970699923208326,
          2.524732809521696,
          -1.356819152404256,
          -4.123109038563964,
          1.222421634040477,
          -1.418153123671766,
          -1.4692030246705077,
          0.8449278468160542,
          5.209410835183257,
          -0.03966278544944932,
          5.868970567520678,
          5.145676802008325,
          4.652268316154245,
          -1.1486491984798253,
          -3.2194841207173273,
          -4.105289811202069,
          -0.1665911352093546,
          -1.801092838125601,
          -1.4060334538197579,
          -1.1300591281089736,
          5.938881006825255,
          -2.2279416861372856,
          3.477796319364305,
          0.8937993352604544,
          -2.2748793191229124,
          5.301601391594305,
          -3.8484163050403066,
          -2.0431189992700687,
          -2.9250870011086794,
          1.5363993619939862,
          -2.856323716326551,
          -0.5072817650858704,
          -1.690245042869062,
          -2.9959670006307104,
          -3.8422678328689917,
          1.2461488336705961,
          -3.6256246541860633,
          -3.739769547519284,
          -2.6842889271187182,
          2.710984006194515,
          0.25631673364698077,
          6.24514045548656,
          1.1264252595777917,
          -1.1926417064481867,
          -4.0843841711889315,
          -4.006787713014731,
          5.754317832023652,
          -3.6028898852350544,
          -0.5172750444405803,
          -3.9758686441087114,
          -3.092470164082227,
          5.577812385632525,
          1.560919192864887,
          -3.423188932086258,
          -1.6108595942383837,
          2.7697329815690304,
          4.185377975201393,
          -2.4719888590705588,
          6.308262458336342,
          0.14594807506775231,
          4.826253124092046,
          4.189438611679437,
          3.2275400189755428,
          -2.6592835713052656,
          -0.6144131428979546,
          -0.036572125091734825,
          1.280844768322517,
          -2.222127173437335,
          -2.893789848869421,
          -1.9129035481247116,
          3.3924921161875075,
          -4.121704458697978,
          -0.23611743174800898,
          4.548201704409734,
          4.562398184488803,
          2.131942830016646,
          0.7151112163565188,
          4.785217571778681,
          0.5638718652103683,
          -3.2229486370798885,
          -0.1449385154651772,
          -1.2373425163773966,
          -3.5524763858839843,
          0.13990477484038327,
          2.9346927855715723,
          3.7856738766449105,
          -2.8323614241248865,
          -0.2499202040770374,
          0.7564845022370272,
          -0.5267352010129176,
          3.427205066410114,
          -4.120539170659772,
          -3.839953081932063,
          2.3561013383121816,
          0.3365037513207556,
          -1.5871072639926977,
          -2.6954106434717473,
          6.184866886088926,
          2.01066549203932,
          -1.554314665780104,
          -4.382310031671962,
          5.456841151720082,
          2.3371210392135144,
          0.05737802770647913,
          -3.1646829435622172,
          -0.21097461855513372,
          -1.4786310650267935,
          3.957997202715447,
          -4.356003269092053,
          0.15089515541047932,
          -4.214818898027342,
          3.3668848512103198,
          2.3819665794871354,
          -2.028403907440376,
          2.961124196968847,
          -2.3965913531810625,
          4.78988801110955,
          -1.6188165350627937,
          1.3946144847496256,
          -4.037672079299074,
          1.28771557041187,
          0.2995159986302665,
          -0.25888765608303765,
          -3.3175735277010703,
          -0.7866770891256035,
          1.628568748296601,
          -1.0982255257139615,
          -3.3737837868048337,
          -3.64754098577314,
          2.6389211076420374,
          -3.775866015242277,
          -0.4343576908323607,
          2.145370676224545,
          -2.3157523217849643,
          -1.3791170274906068,
          3.5703519155796393,
          -2.726069871685777,
          2.3161143150015735,
          1.1362474376189904,
          -2.902468087685793,
          -3.2029853007479,
          0.4547194871442208,
          -1.3696750691930395,
          2.3462954943291816,
          -3.309590044161203,
          -4.143176423368902,
          3.743250792089888,
          2.9420364952191975,
          4.388213549824473,
          -1.5335946410777783,
          2.4148072745984845,
          -2.864660031633102,
          2.1115110033908793,
          -1.974128106734921,
          -2.487651084009566,
          -1.4063362790882874,
          -4.055722426733729,
          3.848157699809158,
          -2.0784312442152566,
          2.6410737091644396,
          -1.2723369064937458,
          5.330002155424749,
          -2.343557789274261,
          6.906694210484758,
          -4.203559131335784,
          -4.071367909635579,
          2.5349968450899385,
          2.163215071678492,
          -3.4243392797470897,
          1.5909911694613732,
          0.20710611551783198,
          1.0754320305756195,
          -4.285247489743954,
          0.6338429607945025,
          -1.6672204240395412,
          3.951898146572206,
          -2.492262675552112,
          -2.4382956898714503,
          -2.1237746168145124,
          -0.256554783421832,
          -3.9216778095807077,
          -0.6469750643382814,
          4.221881144212039,
          -1.4691490616936422,
          0.7230613975053226,
          -0.14715767660696566,
          -1.9748951334054585,
          0.1212951136746847,
          -2.085747440838033,
          -0.650339669212268,
          -2.298364237786042,
          -1.2908007440903666,
          -3.4747798183811827,
          -0.414457439916591,
          -0.9502980892323836,
          4.084076948123082,
          -0.09198342243951944,
          -2.8564056097413872,
          0.776021385179898,
          3.037871501837803,
          4.566285081126123,
          0.42914295460136903,
          -2.980716431611743,
          -2.4075321237483385,
          4.336861357173596,
          2.142147338068566,
          0.12472167954221489,
          -1.0364808551933669,
          -1.5356818850582064,
          1.7645966024771111,
          -1.4107643267425598,
          -0.1515708995372656,
          1.5976054678279297,
          -3.138272069100881,
          -2.4900209964465745,
          3.9606665893248287,
          0.25538984235700407,
          1.9947396415389362,
          3.140036747656337,
          3.5918887142084097,
          -1.1651613076256182,
          -0.2836411161007005,
          3.0386556024944156,
          -2.4592688052628464,
          0.6937565976919263,
          -1.8574261514313006,
          0.4114891375331982,
          -0.336447825192007,
          -0.41590920548804217,
          4.826299228361811,
          -1.900172058461005,
          3.154864867116928,
          -4.017749053432367,
          4.149815948789459,
          -2.2800524323688656,
          -0.4664896837459617,
          2.74103929424357,
          -1.8637573969560666,
          -3.847482023221283,
          -0.7127464942255636,
          -4.291469899014236,
          -4.187441469257172,
          -0.6086389074012489,
          1.03833290654449,
          2.4278746913058007,
          -0.47947261159137144,
          -3.29780656084501,
          -1.973495745621771,
          3.4288416861369373,
          -1.9216478791323606,
          -0.5563645635737187,
          -2.92781226300672,
          -3.3342608247621692,
          -3.3740730300887267,
          -1.9709273583191211,
          -2.0763855564943174,
          5.38799909060608,
          0.8675934020189431,
          -3.185505567184022,
          5.2661104801639285,
          -2.49810620883832,
          0.32505416419254113,
          0.5573520805031152,
          2.7549304057178716,
          -1.8047086810521453,
          -3.3853645662263148,
          2.792389271283826,
          -3.0093249797621064,
          1.8586338191264102,
          3.109681964570998,
          1.6917194703848273,
          1.759896877369889,
          -0.9263682419611994,
          -2.9392784521160635,
          -0.723224672278894,
          5.242933157550414,
          -4.323996552046068,
          2.05192460518057,
          -0.015818184360651782,
          3.2968320740983335,
          -4.32373341144504,
          1.2313511937848038,
          -2.5139806782634873,
          -2.0595910745465336,
          -4.101135047233076,
          0.0410578168172923,
          4.759166618325128,
          0.42372116562814643,
          1.372734534188626,
          4.155481486033022,
          5.130094865935081,
          4.081166367901313,
          2.209329066706645,
          -0.5607077323867682,
          -2.1325031614433367,
          -4.075428836815681,
          -0.2989198708850635,
          1.6643187817486997,
          -3.2025880049210933,
          0.5782288164450804,
          1.2480008752256933,
          -0.031576327167743966,
          0.15471154655521724,
          -0.13365895866877506,
          5.081945606660796,
          3.8884989324799824,
          0.3785435360716497,
          4.760241760087204,
          2.6124255882361167,
          -0.14897691140154642,
          0.9854922182000941,
          -1.0582332934954974,
          3.5356315936964333,
          5.801830402746015,
          4.525252115013875,
          -1.5737862646989484,
          -2.582687669937481,
          -3.0454071607162962,
          -0.1706025010502829,
          6.001008333248661,
          1.7092394799601878,
          1.5029847359904744,
          -0.4058617502428457,
          3.7127260489096034,
          4.241252631002329,
          0.20759279359215888,
          2.989610473937704,
          -3.2011130852154883,
          3.923152854134074,
          3.721655864626269,
          -3.810864032294721,
          -0.8161658824163508,
          2.6459467344751952,
          1.513585648005433,
          0.393017182985244,
          1.0288479411763458,
          -2.3761763852538156,
          -0.002793565990455816,
          -3.410911511431376,
          -1.1362539853396803,
          -2.829286409762549,
          -3.1436219026013323,
          -1.2609153828845632,
          1.0660502028462637,
          -1.1145359266380006,
          -1.671656781043996,
          -2.3991611748664727,
          -1.0419884897424139,
          1.9922113858727353,
          -1.6585489135744844,
          -0.8317168121777343,
          3.215142227239118,
          2.2623822308773627,
          -2.9469984899043693,
          -2.512388479211249,
          -1.100627951396849,
          3.116247650305196,
          2.660644550632071,
          0.5809193996953986,
          3.7467716481697524,
          -0.6504368125140747,
          -2.699774194253281,
          -0.29518682825839704,
          -3.892527938383479,
          4.9768901725161445,
          -2.8383290626732913,
          -1.7838499422923795,
          -2.0025843820783673,
          -2.9473203386662514,
          6.45351637068564,
          -1.448499063554725,
          -4.306935686649169,
          -3.0334627757030392,
          0.6564745237768348,
          -1.9730539921086605,
          4.579518601124154,
          -0.24743605648983227,
          -3.8058566188643717,
          -3.5898187539443396,
          4.5300412452719465,
          -1.4970936492877884,
          0.5381340492838239,
          3.8095941202025747,
          4.98301585297269,
          0.04265288917428289,
          2.5498404055474357,
          4.199446525812585,
          1.5673972791437567,
          4.417963785597456,
          2.110749213673771,
          3.033451603778498,
          3.657375795811468,
          -1.4607511409989127,
          -1.6237461403810762,
          -2.598849550892476,
          1.4828068934407879,
          -3.2969713855966205,
          -2.4366204763262322,
          1.2797576505038593,
          2.967462061830698,
          1.1473623519297402,
          -3.7205795138891973,
          -2.419117977773129,
          -0.6490555902121086,
          -2.1694237338267754,
          -4.306042491445294,
          0.4785433458322029,
          -0.7893967133973101,
          -0.5452661933285673,
          1.1666461386337832,
          4.142347919627191,
          -2.3510372574897516,
          2.311856875624763,
          -0.9265370675691081,
          1.092130066049276,
          1.0508553327181434,
          -1.8399534583752808,
          -1.5995412623583676,
          0.978752689781874,
          2.662639830917256,
          -1.6523426944634312,
          0.1391597215922263,
          -2.363002169609145,
          -1.7000607156380285,
          3.442433134851985,
          -0.14072780796495493,
          3.0299116294247503,
          2.9010571811119013,
          -0.6458177882784883,
          3.5217391611136786,
          1.2365896160438457,
          4.402271228182458,
          5.870586032365909,
          -1.340462733935528,
          -0.09571709509631447,
          -3.4569812829587194,
          0.07300852830724251,
          -1.3825018107231657,
          1.2571299831576492,
          -1.0444946599760485,
          -3.6201183344521897,
          2.1463389447112995,
          -1.1591563745385973,
          -2.0303742560418674,
          -4.005830865966988,
          0.22891785740544285,
          3.264226600087909,
          -1.1047430119490045,
          2.319854140707042,
          1.4730891623584026,
          -2.8746044855376804,
          -1.1472280562032275,
          -1.7663476598216097,
          4.252664772553055,
          -1.3356056042858462,
          1.0502262159690001,
          -0.6584122161264037,
          -2.012670715064819,
          4.240356030871318,
          0.5415680286803508,
          2.9210570091158474,
          -2.0963756048992304,
          -4.178584643791208,
          0.03212853489378074,
          -2.352595036422744,
          2.6288787362255492,
          2.4604702422799245,
          -0.6737561530851371,
          1.6186399645021885,
          1.898201030703019,
          1.7240772968424183,
          0.6284030559616152,
          0.12676449580536456,
          1.9008719441216286,
          2.2692042706282414,
          1.400137607374453,
          2.1626783664855767,
          -2.1011463833419546,
          -3.7009067528775357,
          3.1088117730279414,
          2.5857527714526167,
          0.21103591531075866,
          -0.3085905695832014,
          -3.170090856164613,
          -2.477321138027295,
          -3.0885411525824784,
          3.5545638116650458,
          0.6938898438083534,
          2.9332216297997284,
          -1.032535591870859,
          2.4001258204995257,
          -2.929768850767239,
          -0.2441679906157708,
          -0.8508059417252539,
          -2.886904090357043,
          -1.3265258706339536,
          5.107292227494464,
          -2.0951648027480663,
          -2.7246639471884664,
          2.299863985269425,
          -0.5901877784225541,
          -0.3505554424569396,
          -3.450754210377611,
          -0.1514453448113023,
          -2.480310758601865,
          -1.200265122869681,
          5.696900984859815,
          2.7286562466441677,
          -0.3634101322356652,
          0.4565760170023082,
          1.7494277073945508,
          3.832333267513955,
          1.2019398079204116,
          -2.9412850196194533,
          -4.445574152770446,
          1.2128900269662772,
          -1.91494355541936,
          -1.0942516690907078,
          4.625675976652186,
          -1.9332148272116332,
          -3.226261640105325,
          -3.669994097139838,
          5.640996585399113,
          1.597414366964564,
          -1.343046437673823,
          -1.2075438693478018,
          -0.010702651677415667,
          -1.8586525791507233,
          -2.0912658522747445,
          1.9692703852069156,
          -2.788875101856536,
          -0.9238962770543462,
          4.765127308225378,
          0.5827092900384905,
          2.7186839753174286,
          -4.175529552481385,
          -1.9478094616295198,
          -3.8740878735437962,
          -0.13863400785315466,
          -1.8150045101777241,
          3.4607381300603954,
          1.485672344234674,
          3.1347946456111457,
          -4.075681820619923,
          -1.3492400992613593,
          -2.9768831306458017,
          -2.880659243957254,
          -1.8863038785791402,
          -1.290084660977842,
          -3.0868251153269277,
          5.244176925861945,
          5.939784253536775,
          -2.552770586378546,
          4.479997357860123,
          -1.0569709608915774,
          0.6222069191276025,
          6.358140946900772,
          -1.4795813705330216,
          -1.8020662776709213,
          -2.4806296564555854,
          -3.816408686420869,
          -0.4845281355347114,
          3.3784644570116598,
          0.24099972196841227,
          -2.5775398870795683,
          2.583709190455854,
          1.2076571456043583,
          -3.0277369402439436,
          1.3359469281190606,
          -1.8474487594892604,
          -3.678139978035364,
          -2.5159256670136587,
          3.938625334941719,
          -1.4039897633651102,
          -4.040552743022825,
          -0.20690519894003193,
          3.9756679697273016,
          1.5226875346950013,
          4.452417938923639,
          -3.688144414472697,
          3.205781717843912,
          2.423268279491352,
          -1.710413267891012,
          2.7352753909140763,
          -0.466206665402862,
          1.82207731045689,
          -3.7378153761513895,
          -1.594250811549355,
          2.8503150490772318,
          3.7695799848479843,
          2.566256795267634,
          2.365739334174636,
          1.5555131133114453,
          -2.378713807163714,
          1.7760950887804376,
          6.441946032229603,
          2.9529072998760952,
          4.521378317412899,
          -1.4539299722225087,
          -0.8298685445585835,
          1.572634032155349,
          -2.3959493926456576,
          -3.6038213040542915,
          0.8332800030827118,
          -3.6149890166607874,
          4.962016547990945,
          -0.5013805477024811,
          -1.7281483537241846,
          6.338923631191959,
          -2.123778664468929,
          -2.22420750132913,
          5.368612135288047,
          -2.5228915896802517,
          1.0603631394080337,
          -1.9735571764922555,
          -0.5803280811938119,
          -3.2394715161350005,
          5.410710188023255,
          -1.1217496707931112,
          -2.581789783867616,
          1.1926197225082529,
          -1.023359274627903,
          0.9779099110254029,
          0.5517432274168649,
          2.0347455634928076,
          -1.5365955711680903,
          1.704917529697955,
          0.900313216133798,
          4.700566615491421,
          2.3196044755261216,
          -4.059614983311834,
          -0.8729319358219821,
          -1.6275024457727776,
          0.18227510123339344,
          -3.8354756206725327,
          -1.7700290693803533,
          -2.4720306310936535,
          -3.1400192501419637,
          -2.488919945858403,
          -1.6112617060942065,
          2.1278930236133395,
          -1.324561397621091,
          3.673225052838086,
          3.97132087819343,
          0.3999768239927707,
          3.100217388295227,
          0.6100959727038976,
          -1.205467913331656,
          -2.509329304809491,
          -1.9919852119023123,
          4.812049834095952,
          5.7122738114116585,
          -2.2436693098972382,
          -1.090891920385262,
          -0.8668578238941445,
          2.922160377043326,
          -0.942636979213973,
          2.2190211316197037,
          2.219645000182992,
          4.689022624636102,
          -0.8570968731567271,
          -0.2995471813624347,
          -2.13202634681587,
          -0.4195142876670911,
          3.424365688417716,
          2.7437986024904846,
          -0.77344014555937,
          0.16445341648868445,
          2.885353923225673,
          2.405666409067361,
          -3.1954856526410373,
          2.07654309777539,
          0.9664469261632582,
          3.8771946895360307,
          4.083374279467808,
          -2.535319969108527,
          2.8963818442242246,
          -0.46474192589774527,
          -1.4543832697573813,
          2.5725032431608823,
          4.183973171650736,
          -4.271841614961974,
          -1.7487799919613687,
          -1.4581304321574313,
          -0.9519848406816448,
          -3.224977036232754,
          -0.6119503314406233,
          0.8133200722871713,
          -3.540214887208122,
          -2.8963647154637453,
          -2.9372212038808794,
          5.410001977341158,
          3.2417139275297826,
          0.5986169623725959,
          -1.6931312608911695,
          5.416195241170429,
          1.3033923283670867,
          -1.296343944952745,
          2.5907514282820947,
          -2.4319242435660917,
          -0.931728199656119,
          -1.8469342254981667,
          -0.08569905741549695,
          0.17798046564150527,
          1.7731994873061303,
          -1.823301052777,
          4.268084379002025,
          -0.6489068918595136,
          2.9469369808479553,
          3.679884221924657,
          5.539888341150888,
          0.8890740378235068,
          -0.4256110902281642,
          2.978341609367869,
          -1.8092836129407412,
          -1.8224318560427324,
          2.5434206033368216,
          4.738321034750604,
          -2.7255566441465016,
          4.9974769944338515,
          -1.8147656857051728,
          0.8594843226669476,
          4.7271616390157005,
          -0.03754102894360335,
          -1.8995999569418276,
          -0.2831785642393923,
          4.176088840440829,
          -3.790663938774518,
          -1.7141897224373872,
          0.23940679273088708,
          -3.7009347579303067,
          -1.0250431974253278,
          -2.23710448907395,
          -1.0455911932066135,
          -0.27141228541441814,
          2.8633778093224733,
          -2.347759515131428,
          -1.5795332814566032,
          -0.7419098663783105,
          -1.370015121980072,
          3.9364291641636715,
          -0.6565633787011981,
          4.562931891119846,
          4.917974832585747,
          -2.1206185521278753,
          3.598449370683698,
          0.354569094320617,
          3.1534372771542314,
          -3.344438462137473,
          -1.3588950554500385,
          3.009173213270703,
          -2.1761685895933764,
          3.5140999799897927,
          -0.8234853403158983,
          -3.33054862158366,
          1.0023677058467688,
          2.1255739666569617,
          1.5995483661652337,
          -2.908779661046382,
          -1.6144670700341328,
          0.8617096045429744,
          -1.7825869980864013,
          2.303478198601097,
          3.912912598742581,
          4.638138162653057,
          -1.797819874441397,
          -2.99476902175872,
          1.580128495784816,
          1.1579791908726196,
          0.4083987924236855,
          -3.7308050611205803,
          3.8579145945595417,
          -3.5751374144427652,
          -3.8550568043369275,
          -2.522190344783162,
          -1.1703509188269567,
          1.3417912985714089,
          4.139325226463492,
          2.822039661120302,
          6.004603729766329,
          -0.37688743181254947,
          2.8346370300021273,
          3.59417946010674,
          6.151534710064882,
          -4.191897555091688,
          -0.9316797955303477,
          -0.9833771120535594,
          -2.185151713482611,
          -1.5847551234121142,
          3.4025286510818935,
          4.222049565241893,
          -1.964762314441652,
          -4.052191753124472,
          3.675255157044802,
          -1.1170407224689471,
          3.31674228851764,
          5.07332794688219,
          -3.2635830885417696,
          -3.9617455890562727,
          -0.471156099076132,
          -0.7851331552850983,
          -0.06043484179305073,
          -1.4742884922935402,
          2.065109425893559,
          -1.2732995571998333,
          -2.71422338349377,
          -3.4580738900780625,
          2.885976049262197,
          5.8228634111479325,
          -0.8870730299220825,
          3.5380355820735576,
          1.1580563011973946,
          5.254672664908492,
          4.259219673483754,
          -3.116699484026742,
          -0.09535973311546987,
          -1.5621733307164125,
          -4.064393486143228,
          2.2195629192365183,
          -2.5211359405173828,
          -1.273612721210679,
          -2.9241250908871876,
          4.802810639888494,
          3.1713950885775617,
          2.4650431902294794,
          -3.327785459909069,
          -4.382313239365597,
          -1.6393782824206222,
          0.42346124290809534,
          -4.250829244034567,
          -0.05271396715186977,
          -2.7367598930971404,
          -2.3818444360150646,
          6.439138805494192,
          5.212727311610832,
          2.00274750854757,
          0.9917170233715644,
          4.225623504520332,
          2.540529488293359,
          -1.2823335105585731,
          1.4519042618944469,
          -0.8599149981492223,
          2.650628422876894,
          1.946763318973242,
          -0.044321903738360084,
          5.156927978726619,
          4.404543641658951,
          1.5945911857810233,
          6.039646928613198,
          -2.115006644291271,
          -2.9351675347239534,
          -3.704517399724639,
          -3.7079045506337334,
          4.001308174401371,
          -1.4731864293389427,
          -0.9664609021472189,
          -0.47133764730204925,
          3.9202576522466517,
          2.7990890164811013,
          0.40558896450383236,
          -2.11802563149867,
          5.121369616933238,
          -1.183893600698497,
          1.6857190620755333,
          -2.7093073472822664,
          -2.5772010945125423,
          -0.9700235197428635,
          0.2680962119227757,
          -1.078453343383769,
          -2.1392642349459705,
          -1.5366993688856954,
          3.5922732951023235,
          -1.5056217189700625,
          -0.6309827428336854,
          2.5129841673462234,
          2.5497989743286626,
          -0.4701902934864993,
          4.257644297150519,
          -3.8545427602451174,
          2.394424364263579,
          3.884909194468075,
          -1.13686394806936,
          -2.3938756560222174,
          0.9048177955067644,
          -4.367752880550587,
          -1.931337179307323,
          -1.328055177425961,
          -1.3399366968150297,
          2.060485258425523,
          1.5794748709749789,
          -1.8325014658231087,
          1.9763247335659726,
          -2.018833283923421,
          2.9265366009299716,
          -0.6390880443302682,
          1.4594906904647693,
          2.3263035557680807,
          -0.18598501286949012,
          -4.037500022301077,
          2.6712593209357025,
          -1.8348551873065473,
          -0.45873923008862816,
          -4.18848607038664,
          -2.9767443348237057,
          0.48805731322692614,
          1.0202012806776941,
          -0.08365134065215156,
          -2.675583063407133,
          2.1983354469134433,
          3.276782171793199,
          2.8923037510548566,
          2.214312799616724,
          -1.7544407528017032,
          -2.601517636183546,
          -2.3944921477539607,
          -0.4665240121347265,
          4.890248481396447,
          2.2009510675095383,
          -0.460818844842289,
          -1.143406806700009,
          3.499285850053155,
          -2.4894511268487354,
          4.005708526774531,
          -3.375090718889427,
          -3.8628997554444724,
          -3.3146781510072865,
          1.0703713092414382,
          1.9735448184808932,
          -1.2559036554133927,
          -2.9333499234883256,
          -0.8718331230398859,
          5.513704315408537,
          2.991261062114707,
          4.06461723761454,
          -0.894758913807987,
          1.935289167191175,
          0.8379748067573296,
          1.6238319866075603,
          -3.8539691484465273,
          5.289503205611317,
          1.129535492847606,
          1.5997539629681687,
          -1.5258430281674107,
          -3.7496034314312086,
          3.164219319965996,
          1.704469721698861,
          -3.124274874794951,
          0.5079225756280685,
          1.6621826720105162,
          0.832952329679404,
          0.9404281003199021,
          1.2253265542618519,
          -0.14815409832752108,
          2.286429786027286,
          3.8505817725920433,
          0.4372576465935676,
          -1.9413337370476988,
          0.5696264437496523,
          -1.7779059688628014,
          1.3334956082158802,
          0.4914712789457433,
          -0.23710902180910964,
          3.4054949865170383,
          -1.0893043599483907,
          -2.043441476824019,
          0.5591081479364157,
          -1.3400915640348596,
          -2.636351905284076,
          2.3509991791730767,
          4.954212734570645,
          3.8086116572303323,
          4.229368416407351,
          -4.044921515189152,
          -0.3932777367963709,
          -0.4872080666539197,
          -0.1956061767614015,
          0.6324748598041962,
          0.21301340193141027,
          1.913294325786579,
          1.340828950396199,
          -2.1057401005615484,
          3.195549134109839,
          1.374172120387344,
          -4.048948047520272,
          -0.6025609865074054,
          -2.2396924337021145,
          -1.225955730706663,
          -0.00830248407031636,
          -1.0344515586319274,
          -2.586676637773812,
          5.309185003625304,
          1.5179136984740067,
          -2.535993181044205,
          1.6793832827936916,
          -3.90746067818279,
          -0.221433888198206,
          -2.6555078135192804,
          -0.5079666712329496,
          5.190200106676721,
          -2.0616419515390407,
          4.381683272964909,
          -3.0076100529245533,
          -3.2171461275334368,
          -0.07587100655612534,
          -0.15087171238393013,
          -2.230996856793405,
          0.4300089029623913,
          1.7156570994425857,
          -0.9235660155997125,
          -0.8911248303249617,
          5.878551943364069,
          5.340604032977315,
          0.7927736524959894,
          -2.795626394514315,
          2.121606616604094,
          -1.7292692344907648,
          0.6866757025453125,
          -1.2859564480641863,
          4.174020673753427,
          -2.530769608579611,
          0.789291195553284,
          -4.228685683208515,
          -1.5489909314016093,
          -3.1611886587273466,
          5.097186209898127,
          0.3044606196759044,
          -0.679803349473566,
          3.7942407660648914,
          -3.866498062926682,
          5.524367738763388,
          1.6879133928315564,
          -2.2659246897299283,
          1.3750221668625573,
          -3.771552065194332,
          1.4471149258518357,
          -0.1789705781375561,
          5.3033095394846885,
          4.7211126519058535,
          3.8562669459419863,
          2.000422334525376,
          0.34929787584884875,
          -3.829780452660005,
          -0.7931061243872587,
          3.889180491310944,
          -0.6309915775161771,
          -3.698656750509737,
          -2.828678916541002,
          -0.8960079870859159,
          -0.4310647859621571,
          -1.2442247803753885,
          -1.8395479682821796,
          4.9637875801907825,
          5.739485213264234,
          6.153657063733593,
          0.5501937700799419,
          1.611886984794596,
          -2.8681541528025165,
          -3.9762852695854054,
          -2.14861654001513,
          -3.7160599871190416,
          4.532158679268155,
          -0.22946912245717543,
          -1.4284256990349915,
          0.8123363724456842,
          5.79818411747339,
          2.0923675248792777,
          -1.1678000709149692,
          -1.0951954982921315,
          3.250777935192482,
          -2.181108500575698,
          -0.5304989635666149,
          2.4901484337494773,
          0.06955373331768164,
          -0.27776749499465464,
          0.623668186517995,
          -2.7153129089453723,
          2.5150555758066453,
          -0.6921619384450182,
          -4.063622249082896,
          5.412840603392276,
          -1.8425741394974464,
          0.6984651858504561,
          5.290971681196583,
          0.11291737395796796,
          -3.489668813986606,
          0.5215084727753371,
          -0.046178752935403085,
          -4.049212856705969,
          -2.191789980906967,
          -1.790811025317182,
          -2.1405915848059944,
          -1.0696450882537203,
          -0.4906313596402599,
          -2.0866799272694796,
          -1.6959017755428951,
          -2.428844342094818,
          4.616884683406056,
          -1.8827210057538193,
          -3.1051042719242403,
          -1.551610325446582,
          1.0080175867225696,
          0.26086179581908303,
          -0.4847077632003624,
          -2.587929703827083,
          5.221478678833698,
          5.560220393114432,
          -3.589477461650438,
          0.5042341086217866,
          -3.7190310681685053,
          -3.06982930731996,
          -0.5886445291936525,
          -2.1947043374719724,
          1.0058355585470364,
          -1.2298455388219416,
          -0.5833765317252642,
          -3.0349378683678556,
          4.957699592230698,
          0.3860596161121246,
          4.201574472823193,
          -4.083832133434046,
          1.6919513889904574,
          2.4067803774480696,
          -2.0488846536265486,
          -2.7416632089243116,
          -2.91183857270108,
          2.644830196559675,
          3.792278638518429,
          4.396498911523546,
          -2.8911739152714757,
          -1.421875961658684,
          -1.1614173726907526,
          3.834630997816278,
          2.117049585982834,
          -0.44410297406721566,
          -2.893600507740528,
          4.54949139151514,
          4.294839324291847,
          4.857341018506027,
          3.8794397861202734,
          3.3549382087188366,
          4.469491473803041,
          -2.4368328684803173,
          1.126044806262827,
          4.991313920729982,
          2.3917598343974285,
          -0.5744551994912303,
          -0.616357648793944,
          3.300693572608656,
          -2.388776496028442,
          -0.9161777176272703,
          0.5068688078590885,
          3.1847164614670787,
          4.3285241889177115,
          7.854490641646587,
          -0.7594338268200065,
          -1.7490666277492213,
          2.285596610450398,
          2.96700097680581,
          -2.8978369889538933,
          -3.5327316368176307,
          -1.2758132070567483,
          -3.279216291903971,
          -0.6353056785128728,
          1.07735259290039,
          0.628458616062537,
          -2.021515426602055,
          3.9985840950323026,
          -0.4915962674125085,
          3.157151919746121,
          -1.6156775637150913,
          5.548901774483253,
          -3.0596812142634664,
          -2.2364750584572786,
          -2.730736640011155,
          2.224470797706021,
          3.4937237191770345,
          -1.6507781787133047,
          -2.4387528921288975,
          -1.5120568117108273,
          1.7106518227672682,
          -2.722179844641816,
          -2.1048118603904555,
          -1.2888106112668076,
          -3.9677007334645746,
          3.990682699363137,
          -1.338777079010727,
          0.7641343384466284,
          -3.216857024350967,
          3.723647349433023,
          -3.9179067832605234,
          3.0059128594342885,
          5.827510267105793,
          -2.6085888752592323,
          4.5126023644368845,
          -1.5190100238007176,
          0.7111422783852586,
          5.341864067863211,
          -0.7398011789889577,
          -2.2579899223121664,
          3.615945738074151,
          2.9047792479744676,
          -2.936029990530506,
          2.064947881535004,
          3.3447524070402506,
          -4.119850003178571,
          4.728326079181849,
          2.8244797680311198,
          5.919933766973332,
          -0.4040501670461569,
          -0.7795267762170421,
          -2.1808235712933928,
          3.170015627871096,
          -0.9449416934999343,
          2.283853219979054,
          -2.7384187876851422,
          -0.9211328415924935,
          4.1671228160956275,
          1.8927895582745229,
          4.582286134470575,
          0.31829050495715017,
          -1.3261219337320467,
          -2.988230820088224,
          0.45750309829011054,
          -2.503504133061846,
          0.45182919261305116,
          2.113573310749536,
          2.079602724566169,
          0.5772313930385241,
          3.202382542337154,
          -2.689891916548847,
          1.8156144859706427,
          -0.3199154015156364,
          -1.2509841888197448,
          4.547407158472631,
          -1.2564622995146244,
          -0.7682985239537118,
          2.903923673312621,
          -0.9762435892018567,
          1.0716779350084906,
          3.390512204655714,
          4.29865152476746,
          -4.084001520406267,
          0.7181337210851712,
          -0.32635169017442905,
          -1.6272279204876814,
          -0.516388760749479,
          2.5578581184091536,
          2.7146371793297663,
          -3.9609532879045375,
          -2.271569121057682,
          2.746191501262182,
          4.57891304244171,
          2.5422814315939846,
          -0.4814317305683856,
          -0.6449935686642961,
          -0.7843530975091638,
          -1.256358992287964,
          1.7063091597773792,
          -0.756184838499828,
          3.905729361594976,
          -0.9106485898357369,
          4.432751798940003,
          1.396492934058452,
          3.3160670042485387,
          -0.7536228594301669,
          -1.3104960687897749,
          -4.048019402785164,
          -1.2892512412635604,
          0.9523110720800616,
          -1.2735701476184915,
          2.709410555490121,
          1.8613917742681592,
          -0.15840610757881343,
          5.637534078503593,
          2.3949509028155735,
          -2.751837577827123,
          -1.6498811723558617,
          2.2077344975549864,
          0.924549293533218,
          0.5782545204346728,
          4.993749350508078,
          1.5806109538775865,
          -3.9704671842978887,
          3.9376806338061052,
          -2.312828815498981,
          -2.5291238266618357,
          -2.203054394213123,
          0.3914774991099589,
          -3.5410963909711914,
          -3.764282201648621,
          2.683778534587313,
          -1.1988400382597677,
          2.0751638542401305,
          2.9377039242779803,
          -0.9397030339979645,
          -2.93177548789577,
          -2.4120953915522776,
          -3.7937068602725716,
          -0.9801963444353157,
          4.418223540013817,
          2.7538233414744817,
          -1.888979767523879,
          -0.5193903163988395,
          0.25094128215051087,
          5.830010999920611,
          -1.2767886868644511,
          -0.7686406046008789,
          -2.376041066985735,
          -2.7426997723005333,
          -1.6900275978286505,
          -0.9037015602118466,
          3.464647717197074,
          1.8111333805942171,
          -2.092726544362026,
          -2.2214468508823866,
          2.4295335763639367,
          4.186331817565549,
          -3.781398905174113,
          -3.80520513864403,
          6.600501813299474,
          2.7517748930655967,
          -3.7688570170424684,
          0.4258517762449548,
          -0.36236818689471817,
          -0.4888527502369433,
          -3.12691252486047,
          0.47925378308716154,
          5.515786810467576,
          -1.088453252945122,
          -1.0038943452529945,
          -2.448601808414247,
          6.231646889076043,
          -0.561565109676992,
          0.9609561732403736,
          -0.11620679799043722,
          -4.1698474324139045,
          -1.3923993194471471,
          -3.3662204416879957,
          1.4399432250621291,
          -2.3018317149586798,
          -2.748107708189085,
          2.2280928008050847,
          -0.9178350063489028,
          -2.8136683341946918,
          -0.8774378408012401,
          2.80383174180208,
          -1.8665306773115984,
          0.6207518066370146,
          0.8989938028987062,
          4.856110850692077,
          -1.716748757813803,
          -1.3441247775161016,
          -1.6201592650579233,
          1.6840960762946406,
          1.0922269135653815,
          -1.5474096129979553,
          -1.440205919782261,
          0.015109893215330898,
          -2.6860626743893707,
          3.1402096498938827,
          -2.672972221370276,
          4.810969800775766,
          0.8837876965705865,
          3.7443082189376535,
          2.549754599306734,
          -2.5136402049795343,
          2.7742329267970542,
          -2.318970707171448,
          -0.20865738333780567,
          -3.162337799015976,
          -1.706633115097014,
          -0.1803756157247112,
          -3.061451682269976,
          0.47295189477678623,
          1.9003672096086486,
          -1.104109847938222,
          6.729699794692677,
          1.3332863560972115,
          1.3438985584072307,
          5.583353422869284,
          2.0781751624159956,
          -2.5848404849925934,
          0.798136442401894,
          0.5059264319486764,
          -1.466051168093854,
          3.2698009983479484,
          -1.1656045070956258,
          5.741006560942574,
          1.8672029988357572,
          3.3085421296399704,
          0.9170921008172024,
          -2.178850602870418,
          0.9291431353151871,
          -0.12696566679252438,
          -2.1649272875426555,
          3.540282077270248,
          -1.466917269819734,
          2.5578662575149607,
          -4.121122574594391,
          -1.1658971062977068,
          -0.9087688570364921,
          -4.157449259206269,
          3.36124461694529,
          4.059806635576189,
          -0.10090562128772798,
          -0.5770384901049506,
          -1.883132459821095,
          4.04222710112151,
          -2.39261178519474,
          -2.93872549359659,
          -4.2236108984257505,
          -1.2070171313825526,
          0.9061046572266345,
          -1.0859030802321825,
          1.7599400627726147,
          -1.1646688806759786,
          -1.7151267296715202,
          -2.186077495551711,
          -1.1036994362900443,
          -3.7992444654654127,
          -0.3045507348757194,
          -1.3748054443513358,
          3.743612461220881,
          2.918789645132622,
          -0.026434096606672845,
          -4.046024966021626,
          -1.7617114118905266,
          -2.2164016708529974,
          -1.8185564319114258,
          -2.820781401544282,
          -0.4569848808094798,
          4.292348022031768,
          2.624643547456023,
          5.5762089691424475,
          -3.2138623002689406,
          2.4917051214050496,
          1.9242262275781676,
          -2.133911066075009,
          4.136310507333671,
          -2.1898641716381704,
          -0.5828569622524306,
          2.708443804680433,
          5.571805061237528,
          5.3603479024309575,
          4.5382716002466115,
          -3.72992392682941,
          5.250643118701956,
          -0.7624207242967972,
          0.7095190149288564,
          0.5471083164321375,
          0.826709189594749,
          5.95534068878485,
          2.395814984859941,
          -3.2469897596301562,
          -2.219568118135989,
          -4.025649546153204,
          -0.7688590166821356,
          -0.49248936514718084,
          -1.0126320761233703,
          4.664658911095088,
          -2.1503545125502654,
          0.14242044675948295,
          -1.8963589857465246,
          3.184990376339121,
          -2.91655429252506,
          3.7074794666153945,
          -0.8800008491515344,
          1.30129199183085,
          -0.4378507420546424,
          0.4415698928885925,
          3.8394624515209297,
          1.432297364312909,
          0.04764186003887388,
          1.2128751813208791,
          -1.5407968837947326,
          -1.783753263310985,
          3.6516795926555057,
          -0.07139489531049867,
          7.741540439803333,
          -0.5531695504061159,
          0.9905667840571758,
          1.8504842265724861,
          1.9029822782987198,
          1.3229229633473891,
          4.975424069274071,
          -1.3229313417385593,
          -0.8893259715185221,
          -1.340868092425577,
          1.6296873243980894,
          4.358884135087946,
          -1.6698069415358767,
          2.7602559173668957,
          2.9112346815173256,
          -1.893981625086528,
          4.860863292915712,
          -4.078250959539656,
          3.735213138486695,
          3.6507073917435244,
          2.3610461064392108,
          -1.0538214267671981,
          -0.11129113068919541,
          4.6261670209333,
          -0.04025229250597222,
          -1.051796862936354,
          0.6008138306018668,
          -0.24002212020211977,
          3.2893834694191315,
          0.4485566830341851,
          3.2655295779471873,
          -1.9724463565294423,
          0.8082976807001504,
          1.4824586296917606,
          4.645252701290886,
          3.5282773890946113,
          2.5730236392493384,
          0.8597697239539492,
          4.558059289168232,
          2.4986109900426485,
          4.388222673131576,
          -0.4709652227560555,
          -2.882110238875132,
          -2.169463938883608,
          1.791165942807697,
          2.9073411412060697,
          0.46573224739687025,
          3.442407511612649,
          -4.488906243350575,
          -1.406342442209825,
          0.5782148931207761,
          0.6723656956916095,
          1.8209454374940086,
          3.318347557829708,
          3.135454256746428,
          3.329519264816507,
          5.840971086843451,
          -1.3321605081681247,
          6.825921224528526,
          3.1263354470180906,
          1.7941747780197939,
          -0.18102005168213597,
          -1.1381998725618374,
          1.7416729191900147,
          -0.7518713565438659,
          -1.2629812497432682,
          -3.522494425210751,
          -3.5044939618996755,
          -0.5042574413471982,
          -0.7000786499282047,
          -2.201949330834025,
          2.30968088105046,
          4.957907322933291,
          -3.455406978025352,
          1.0765350579513873,
          5.538221646798944,
          -3.2292023169477195,
          -1.1173410680695581,
          3.5971717393100544,
          3.6352592196694666,
          2.158749350104861,
          -1.0609578257943089,
          -2.2361348491082267,
          -2.3262129856270626,
          0.24444445182226318,
          -0.2887648787833159,
          1.5522837724166787,
          3.877957733478479,
          -2.9739826168839008,
          -4.187260244709557,
          -2.319861387589779,
          -0.8250122605959583,
          -3.2711660147269797,
          -2.1588485912473274,
          4.073935191728731,
          2.4561960997711934,
          2.3376743416327788,
          5.270552836111369,
          2.6164775710879664,
          -1.6441166174226929,
          4.460881604765642,
          0.1676541145830421,
          -1.1774886790323433,
          3.8689798295286972,
          1.0676546120650376,
          5.713250331224995,
          -2.749264237173716,
          3.25155487344809,
          1.9843356874279225,
          2.997562230210551,
          0.1102556697878469,
          5.100091816980501,
          -2.4752674911050945,
          3.7591604237910246,
          1.49761575543368,
          2.7890048878680895,
          -1.1263804098735914,
          -0.6932035472990692,
          -1.31791483857971,
          -1.4461390601336654,
          2.66662210377671,
          3.392066861163309,
          -2.645148746303966,
          3.674195131629769,
          4.791958911799032,
          2.9149277597831476,
          1.9740831699998975,
          1.693926291393028,
          -3.8498367545007457,
          0.0068938448111315566,
          1.403777769514056,
          -2.4414220558914765,
          1.3471789302660673,
          3.181767470327039,
          -2.817336233032858,
          0.03664196014916269,
          -3.565335577381518,
          1.9932314917595253,
          -0.3441504308504706,
          -0.5987354370811787,
          2.2065161577476906,
          -0.5829459625847241,
          -1.7887395018167005,
          5.56735821380934,
          5.153820155885517,
          -1.9009969781062341,
          -2.438196913976795,
          3.5672637051849465,
          -2.072045438667079,
          2.9366289205001763,
          -2.6148687265788375,
          -2.257115322569495,
          -1.2822084990516298,
          -0.36671912314243893,
          -0.19376781162928292,
          -1.7105231490845467,
          2.371283831436291,
          -3.2601874954697405,
          -1.7694672845284571,
          -1.3111816864540753,
          -4.163875850946325,
          -0.18212994138828467,
          -0.6571208100019603,
          0.8611918542974167,
          3.7668385221549383,
          -0.3736768215664716,
          -1.776875039004384,
          -2.463372103005236,
          -0.9848892935998707,
          1.7168182860227663,
          0.7167866730115109,
          -0.6422366337553067,
          1.267278174488909,
          -1.07088677372837,
          -1.01904874615179,
          1.1881342172653917,
          -3.9651745530266496,
          1.939585295935129,
          0.9965884833506157,
          -2.9684024769071082,
          -0.7752562218891732,
          4.440657374332039,
          -2.743221504521766,
          4.039389604151175,
          -1.6261406486164673,
          -0.6848679893902849,
          -3.331171228432315,
          -2.442875038038161,
          -2.0867853997480976,
          -0.39664351320206404,
          -1.4001600623863255,
          5.958827420477471,
          -1.771085285522128,
          2.2148817850281004,
          -4.158287072869654,
          -3.9221719161487285,
          -0.4797031539967725,
          3.9013911441689415,
          2.4300298301887255,
          2.335530726000351,
          3.8905834742942798,
          4.011930442171287,
          -3.1751588290115604,
          5.007849389525136,
          -2.559529131089481,
          -2.1691893164851166,
          -2.8112969769176717,
          -2.1077082516107275,
          -3.26738796096306,
          -2.540391046332879,
          -3.8420497100600057,
          2.4105148054601413,
          0.4791518940359202,
          -3.999909003998221,
          -1.4442015870113105,
          -1.900000786030489,
          0.1276598790447926,
          0.7487915088041531,
          -1.1134036323593364,
          -0.30160260144574846,
          -0.9458098493636425,
          -0.4708429822213786,
          0.08799222391729644,
          3.3870016969049623,
          3.9136211130137757,
          0.963862751421831,
          -4.1403140172018915,
          -3.6740632282055237,
          4.850089337357285,
          -0.38663278692506076,
          -3.084277540034273,
          0.07386499747943367,
          -2.8003092578283675,
          -2.23175356165215,
          -3.43815388482264,
          -0.026973777613665487,
          4.011806333045139,
          -4.047706954732628,
          -2.022894341776237,
          -3.389858321566985,
          2.255385170698295,
          2.4345279776730835,
          -2.605024824387048,
          0.5988146130208575,
          -1.9004966742232554,
          -1.3131318794010338,
          -2.4814418169735624,
          1.0324859424235724,
          1.9698855776343827,
          4.524767298560171,
          1.9281113361596367,
          -3.610954028435269,
          0.9492010331356843,
          -2.3321217962032326,
          1.3339568961847144,
          -3.195447355205539,
          -0.6712824856270829,
          3.391548628242625,
          -3.7965100653657387,
          3.3961787503489114,
          -2.2734788373538297,
          -2.899251277387956,
          1.017855184959348,
          -0.9392783857639488,
          -1.504061236838243,
          1.890303838843251,
          -1.6310432435140916,
          -1.8789590813603272,
          2.0105200583056777,
          -4.206050749197829,
          -0.8321437445691303,
          -0.04324802411764323,
          1.7426248527661379,
          -0.5824756966907833,
          1.971148634265209,
          0.30954853297962853,
          -4.383996374718168,
          -1.8458677489476423,
          -3.772362998234069,
          5.19090251617083,
          -3.51030503437688,
          -1.1360203334396628,
          -1.8696995248150003,
          1.8345971077515184,
          -0.7043372781516688,
          0.37188388393433125,
          -1.3595173057206202,
          -1.8346707525999588,
          5.062905417048141,
          -0.9810147754253835,
          -2.6539495645659468,
          -3.6644760979620403,
          -1.2360556227998982,
          4.781464606891894,
          -2.157453633951292,
          -4.484348659464073,
          1.8141406074414972,
          1.1196122976392096,
          -0.4534820434311452,
          1.4932388608009275,
          0.5898570895293941,
          -2.933520927829956,
          -0.7322284677443358,
          -3.8360764398938145,
          -2.811484571178789,
          -2.575684062214993,
          -3.4543674203068386,
          1.0772328347321958,
          -2.8533536910166064,
          0.10258574790509445,
          1.478334518295067,
          2.2522691967222155,
          4.865224241721772,
          1.091571606280256,
          -3.7079746335106267,
          6.077275446717319,
          -0.029702265442415932,
          0.2151027773947305,
          1.5127723543898848,
          4.880091015275395,
          2.763620557829978,
          -4.3864232799685,
          -1.8116770233066553,
          0.7113208019114212,
          -0.2243292045900258,
          -1.6562613183282233,
          4.42956480108813,
          -2.1723195363021652,
          -3.188927010182655,
          0.8530781448292369,
          3.6052744695418824,
          -1.1942071267708876,
          2.075018166693555,
          2.5375247717831013,
          0.5728516001749109,
          -0.6661338398863095,
          -1.3440611907135949,
          -0.3745907830687168,
          -2.4048615093505323,
          6.416174807327565,
          -0.8000872113526398,
          3.472673658463057,
          4.745613643655206,
          -3.3070239661427516,
          -3.110728941811156,
          3.6332611152733887,
          6.740808439690595,
          1.498354322040627,
          -0.33284641142289145,
          -3.2756500559005577,
          5.650327950326621,
          2.7882398622282683,
          -0.3930022536399708,
          2.4695153069288276,
          -2.451565129273599,
          4.2895199541072895,
          -1.8293607000307794,
          -3.914693164277461,
          -0.8542579542310136,
          2.1049934066932776,
          1.3431748135001302,
          1.2972917413762104,
          -1.5237436594732343,
          -1.9674953623709177,
          2.315537960869203,
          5.7774629744966886,
          -0.8478116654166097,
          4.006870002191211,
          -1.8993757737600274,
          -0.7313101189785666,
          -2.23538909366747,
          -2.381732098383341,
          5.192068984769349,
          -3.255352715278369,
          -1.975215150824832,
          -1.4136310084828694,
          -3.065971314237329,
          -3.8820691863824304,
          -2.519250256591072,
          2.96712126744891,
          -1.3171635073728507,
          2.9958062028918797,
          -4.194598411921247,
          1.2198037689119376,
          1.516161665097327,
          -2.29017280300484,
          -3.4535452256901076,
          -1.9869552944633713,
          -1.0300678598577653,
          -1.4039346121232932,
          4.163788680310143,
          -1.7601614748823122,
          -2.462266156361139,
          0.8781937280944816,
          -0.24194915342626233,
          -1.892149792264188,
          -0.7457329663691319,
          2.40250455013401,
          3.689054058137324,
          -0.4861354108630136,
          -2.7521438424658653,
          1.0176400871147524,
          -1.2029419913133146,
          -1.031221105857581,
          0.6933970896163413,
          0.2321747297999944,
          -1.4163753116807947,
          5.132448485385599,
          -4.043263587459118,
          -1.159318892956847,
          3.161230017719107,
          1.7583829065763021,
          4.988642571824965,
          -0.11398035425859594,
          -0.8845015639191564,
          0.22781904342968884,
          0.19373992111370286,
          -2.0279935452960864,
          -0.8541105934160301,
          1.5936892788199102,
          -1.1218342992796468,
          -1.8020837641895688,
          1.8737869749621499,
          -1.0205172565903213,
          2.6108353632398686,
          0.12705561017393543,
          -2.710757761809693,
          2.309842687939237,
          -3.2900257608048644,
          -2.4903524329096407,
          0.15056786618336648,
          2.7931699776401,
          -0.9310626869335388,
          -2.919981300745056,
          -1.8783292001267287,
          -0.09879904346029326,
          1.9168863027282774,
          1.3328950904305,
          1.6984253763142072,
          0.10616258363803488,
          0.8517375035365843,
          -1.7553927578783792,
          3.5771567155779618,
          -2.8846068874204898,
          -1.4334733994222804,
          -2.8829140013573977,
          0.39356386150897654,
          -2.4610294348795527,
          0.7234474938078156,
          -1.7794018193291161,
          -3.645471766817071,
          -0.6944055872853743,
          2.310692775897976,
          -2.388872126604657,
          -2.242471180658034,
          1.1382763748216103,
          -2.1442280994439042,
          5.447828983356253,
          -2.582765367986984,
          -0.6316787861101237,
          -1.7700731851541849,
          2.9812399035123587,
          -2.70138930166633,
          -2.8959311144669604,
          4.758752282369461,
          2.4038324214025386,
          -0.857871142892921,
          0.6695873003232515,
          -1.7611285668768135,
          -1.9219952792030681,
          -2.872447933647408,
          2.2557953981081846,
          -1.4098600259229095,
          -0.8069864045782081,
          -3.3375139869756114,
          1.7054039167447943,
          1.371924700611469,
          -2.639919548279283,
          -3.4850701331735454,
          -1.1220026562842083,
          -3.7821831248846873,
          -1.6369252252169897,
          0.1881067052264748,
          -3.901134326815623,
          3.8074276486716543,
          -3.942560274763894,
          -1.5742332452075138,
          -2.227967221923473,
          -0.38707397384141173,
          0.38109713729313016,
          -2.3853364812402678,
          2.7741323191532317,
          -3.834267699129028,
          3.3144356723830093,
          -1.8431271312104718,
          -0.9104999412411886,
          1.9615076665590978,
          -0.7307006007271403,
          -1.6744850612943278,
          -0.5173636367218327,
          -1.7130835030140958,
          -0.9936158010653674,
          -1.9204031983094294,
          -2.1505165630974443,
          3.21076228277986,
          4.406516036535188,
          4.391148487009466,
          -2.9214530148937516,
          -1.1684436688357969,
          -0.0951036726951356,
          1.8160789461285667,
          5.667598909633767,
          5.254773853370433,
          0.1848251499404018,
          -2.1690482546212686,
          1.1277159052319365,
          2.5023626215077965,
          -0.9342780822463758,
          4.331914498077262,
          3.8490015968218283,
          1.7453427447493652,
          -2.6394260762254866,
          -3.813118781738016,
          4.16477421455332,
          2.0092575602420086,
          -0.9249405286994468,
          3.661899017869938,
          -3.741919835140672,
          -3.2268121563104684,
          -3.8712978211246565,
          -2.902186209030268,
          -1.986573225726465,
          0.40731058843156465,
          0.38962899443286114,
          -1.4276513619057163,
          -0.43975961495772575,
          5.539195031891303,
          1.7397505103412612,
          -2.163065391438398,
          5.539490314858065,
          -2.285469575208796,
          -2.1432666664969227,
          -2.348216862142355,
          -3.380389835451115,
          2.0604748767751784,
          2.2635543180950024,
          4.728369195280765,
          0.05045181145669491,
          0.7204398481237593,
          1.426241248640872,
          0.9451171233512384,
          -2.779893126124498,
          5.701294001020258,
          -1.5983376193380554,
          -3.8869890866520023,
          -4.075743370616121,
          -1.2717404086466622,
          2.2457447557717325,
          1.8057538741840802,
          -2.939798828420982,
          0.16535399731189807,
          -0.8106294207374329,
          6.165164109309483,
          -3.868597868237409,
          -3.51402868501548,
          2.9760307413795117,
          -2.1501969173342155,
          1.1147066873918927,
          2.1099896678575005,
          -4.155722502793859,
          2.915054863683318,
          4.924024902747547,
          5.054891297863142,
          1.9400653012200368,
          -0.5267663171103774,
          3.3503931680714385,
          -2.7762025926886054,
          -3.8994619703194853,
          5.82866306786607,
          1.494516066231576,
          3.1587814900925677,
          5.436124344616659,
          -1.7877104369742516,
          -1.850369666806345,
          5.436197664520976,
          -2.3320030096346347,
          2.7314842120532155,
          3.951354456480907,
          -1.773320668991061,
          -0.2786310541456121,
          0.12562999894555318,
          -2.2420403077616644,
          -2.6172521429829514,
          3.038046191498145,
          2.562964623081998,
          3.179987291757061,
          2.046876920380072,
          -2.8906131010698277,
          2.4444643537999937,
          2.1781796470056407,
          4.720871760224645,
          -2.117144439473862,
          1.7003984063841375,
          5.000220695728022,
          -2.9380801788298094,
          -4.14363936472864,
          -1.6215795828346051,
          5.421764205589525,
          4.354220261385681,
          3.875456814100887,
          3.5054142381581,
          0.8267110490378738,
          1.2158781797277272,
          3.1915432335763145,
          -1.9510246044309032,
          4.093274883521936,
          -2.7090853337078395,
          0.7258376330675239,
          -0.03622941871952443,
          3.8716773826337376,
          -3.1012824367168124,
          3.286335040873801,
          -1.500976499333695,
          -1.6487499869909379,
          1.4667175356753321,
          0.6135043387323209,
          3.030475150432718,
          -2.5037980206734263,
          -3.428010135919356,
          -1.3420137294055912,
          -1.9772709454827238,
          1.7356597390496493,
          1.175825102905838,
          2.4822717495278455,
          -2.1891838516373308,
          4.2363279945732,
          -0.4380877475231377,
          -0.3223833661357973,
          -3.7646847521037157,
          -2.927560315008773,
          0.8333318439174354,
          1.0831480336761186,
          -3.8334336949582086,
          -1.0319574367202706,
          2.969099805429899,
          3.5132999945561,
          -3.1585190213482535,
          -1.350048101779762,
          5.037867626995222,
          0.7169412098879415,
          3.2759544449376876,
          -0.739832390479496,
          5.301612409383479,
          4.121716345450528,
          -3.226317594375312,
          -2.62043041256811,
          -1.2643051407551655,
          1.4792475922014703,
          -1.9590480322397097,
          3.3232607630501234,
          -0.23274828990016566,
          -3.618676166849361,
          1.3235146751539684,
          2.093939882661355,
          0.0476606807875434,
          1.2008334390170552,
          0.26744545763817856,
          4.008321460304806,
          3.359467659485337,
          0.9771539577067975,
          1.136790084423522,
          4.893563684389961,
          3.7537425368711284,
          -0.19876041357949847,
          1.4153445546753103,
          3.90087335392333,
          -3.9166598129373456,
          0.38753622197198173,
          3.4084021425570987,
          -3.5673859789810636,
          -0.9318952516045645,
          -1.3652810858519484,
          -1.9003444425168103,
          -3.8701296875061644,
          2.6000643464449915,
          -0.7014942425384874,
          2.6634010665503816,
          4.236809905934283,
          0.9590006622523419,
          4.92494030708331,
          1.3072204724214471,
          -0.8542454027610659,
          -2.185253873854385,
          -1.1089573950707148,
          -2.853240884124335,
          3.432890449080643,
          1.5787622988703574,
          -2.8683765048813283,
          -2.5406061556516217,
          2.502202412173494,
          -1.0609200153961993,
          -2.270595412540236,
          -3.894343253233103,
          2.996697162702666,
          -1.058136027063011,
          -2.8928956223846156,
          4.605666520656488,
          0.6605744958945632,
          -1.29210471150477,
          4.790797281431828,
          2.388014236761217,
          2.1575484439828947,
          0.4052200118144743,
          -0.9207984879315837,
          -0.13344782410205286,
          1.0141005230347453,
          2.0702049393127977,
          6.303441297615262,
          3.691676424598947,
          -0.1216926753621864,
          -1.5059336692782097,
          -1.7370700078917258,
          5.870949666210256,
          -1.26754891912492,
          1.237118588683116,
          0.5153200589397632,
          1.8696344804723821,
          0.6877015406833956,
          0.573504834136545,
          0.34988465557208565,
          0.12468063118045322,
          1.748945108487833,
          -1.5501573708215115,
          -2.651286915417887,
          3.363199633809626,
          -2.36457990822257,
          -3.5856652304427907,
          0.4933338513461988,
          -0.9570612959254384,
          1.3357962562362853,
          3.7514633375360953,
          -1.7116037419153194,
          3.4463215920855768,
          1.4108059320490183,
          0.08501223486238413,
          1.5894080143135711,
          -3.8595475851675083,
          -1.109481008560123,
          2.434015207471666,
          -4.169581615317201,
          -2.4092890284791286,
          0.0037857740111659614,
          -0.6129121407651076,
          1.2403312961890824,
          -0.12880247589201185,
          -0.03148257615675212,
          -0.8179900430719923,
          1.1717962287181738,
          3.314290340805763,
          -1.4803625430994396,
          -1.882156501530291,
          -1.782146477339984,
          -1.4426994575200973,
          -3.1019924491151905,
          -1.1757780514299567,
          -2.3764137392470865,
          4.019362906744205,
          -3.399996424980243,
          0.8527174028876183,
          2.390166652808174,
          4.992291386202438,
          -0.9314849409072803,
          -1.7589883607899215,
          1.2558071878616488,
          2.932029655976696,
          1.2924897494144705,
          3.436800553102847,
          -3.466215753807301,
          -2.4542552191928517,
          1.219197871749769,
          -1.7453344869389968,
          2.5558479619744903,
          -3.9990075349835132,
          -1.6585617985582308,
          4.972172653934426,
          1.8499235168483321,
          3.8114136099899056,
          2.370114289862877,
          4.096706174501991,
          1.4433870081555953,
          -0.4851640112793844,
          1.1612976481750414,
          4.479701698347693,
          -0.5162181726192749,
          3.8370612278414202,
          -1.8368497782380224,
          0.1244323369091591,
          -0.6044434726444393,
          -1.0088528392470193,
          -0.7165876481958888,
          0.00346443282579846,
          -3.1116166425609135,
          1.8992095769328887,
          0.8108195350715752,
          -2.828929649408231,
          2.273720711444081,
          -1.2748054407344362,
          0.6463254005899985,
          3.39053950675126,
          3.604673970464089,
          -3.653679785146,
          -3.1809545503461227,
          1.3421203819380456,
          3.2303566449368195,
          -3.4811987080413322,
          -1.5555360110309173,
          -4.365625172724003,
          4.258532477418584,
          8.16962312662204,
          0.6154892017267116,
          -2.24822432807344,
          -2.342860415035583,
          -2.57360661790048,
          -0.7336067253036305,
          4.969105289616395,
          2.024328097294691,
          -0.6222436759504271,
          -4.2483177115223985,
          4.01701510952322,
          1.0492956270122,
          3.9707416813352707,
          3.1987629745183024,
          4.0495813910344785,
          -3.4583029435085693,
          -1.6014610137919187,
          -1.8571078447600549,
          -1.2553851616690022,
          -2.2802941770887992,
          -0.7336703517934905,
          -1.2544247459672038,
          -3.454888270203813,
          4.150186641030676,
          2.4436761766714894,
          1.8558122587497927,
          1.9289147482505264,
          -0.5543597994765372,
          -1.1514642735042635,
          -1.766901073473177,
          1.9205533869825215,
          -3.9720746634621937,
          -1.027421350838472,
          -1.4218711215627402,
          2.9816993097405193,
          0.3435798337331493,
          -3.905929342396402,
          -1.6676810113330558,
          3.08142274953706,
          -1.456122296361457,
          0.5273822826375085,
          -0.22294842689208882,
          -2.032697105972862,
          1.1057716649713132,
          1.6483058589968667,
          -2.2440345004908226,
          3.7989883063117587,
          0.49025416275286654,
          1.9374718497201238,
          2.4100546251292205,
          -4.263923362684185,
          -1.8134227556852718,
          5.019976270770163,
          -2.7006656242921285,
          -3.006737359580992,
          -3.8842343422222485,
          -0.3966150714182812,
          -2.8100443964178856,
          -1.7489934204053876,
          -1.830806438541685,
          -1.7682668885545645,
          -1.1289811717367157,
          4.673427260295399,
          2.893973434293116,
          -0.3419814181704236,
          -1.935215874270684,
          2.1942571725838,
          -0.015366139863082332,
          2.300425080935553,
          1.5855421108299896,
          4.426273005271231,
          -2.789473524237494,
          -3.569203017565253,
          0.8761458330999661,
          2.4063112684397727,
          -2.4373677187922107,
          -3.271852897591007,
          1.0524990880209277,
          2.900180550142631,
          0.013022249713889864,
          -1.6893287797438066,
          0.00827283310592082,
          5.131463887647928,
          -2.3361051974925275,
          5.01146749793097,
          2.423180161543834,
          -0.09318503044344267,
          1.7576056033330218,
          0.1269764898044162,
          1.1441046920487912,
          4.370099152720947,
          0.24819268229062982,
          1.302895225474881,
          1.969353455326863,
          -2.355374088335546,
          6.556825670489236,
          1.9557469382809154,
          0.9751025422061999,
          4.37281185033614,
          -0.22422957054809384,
          -4.243007638659727,
          3.3811301478211426,
          2.7329332726457847,
          4.293143957225016,
          0.28430644719386855,
          1.2914491347152706,
          -0.19313377904638493,
          -0.8299057230793262,
          4.9024281346721015,
          3.591615234147368,
          -2.5050558361718736,
          -2.4864667977003063,
          5.875388658103518,
          3.4461007015960425,
          -2.446821052258404,
          -3.375578227662594,
          0.7575461064247038,
          -1.5516660399304678,
          5.15841114229695,
          -1.2450068312669014,
          4.481556814488996,
          -4.351364701980072,
          -1.8645152392027318,
          3.4158957033014543,
          -3.339626257206651,
          2.0715491774616215,
          -0.17380376396933764,
          3.4594976547560816,
          -1.1170844039834242,
          -2.657620968602972,
          0.05215887516385474,
          3.23028525728684,
          0.25067235290688955,
          -0.7813354936487871,
          -3.4644769127791406,
          -4.166642549644156,
          -0.4265637884425037,
          -2.425970357238032,
          0.29921916263862414,
          6.297696241849856,
          -2.7043032108764797,
          -0.006136749225869681,
          -2.1773588125963004,
          -3.9248906041918104,
          -1.2545422830327575,
          -1.961214077265454,
          -0.6289451564421631,
          -1.5519332700416706,
          -2.1422490296451557,
          0.3650330437468411,
          -3.422273920839852,
          4.449652585882413,
          -3.666910722630421,
          -1.6320745538055839,
          5.203720665256983,
          -3.0852278246192464,
          1.8853496997039465,
          -1.6111095260394297,
          -2.121918284070977,
          4.201482379207201,
          1.7658928216903007,
          -0.07523561121223593,
          2.9662416701632406,
          0.18143179558524608,
          -2.366787325673047,
          -2.555155470135357,
          1.9642064703930198,
          3.2040188066954536,
          -0.8140940467823241,
          0.3522792958951565,
          2.39036636142973,
          -2.143178090734115,
          0.14248133946675837,
          -4.133070037966502,
          3.915188761950596,
          -2.9145902084727404,
          -2.7874674849137406,
          -2.936842851526455,
          -1.4509430337991673,
          -1.0988282632763988,
          2.760927666967013,
          -3.8874859246674602,
          -0.8562923707329713,
          -3.5139102297954175,
          -0.5118752946301125,
          -1.1549900914502271,
          -0.3168886394527853,
          1.1323277906879843,
          1.5628287129937322,
          1.8071913280523888,
          1.3172591599571974,
          -4.044479343364836,
          1.4933403956843823,
          -0.9336371444562002,
          2.9367687448005073,
          5.554897717965604,
          1.7701540300494232,
          0.6202076551647823,
          -1.8926832939242528,
          0.017487029008463068,
          2.0854033354803083,
          3.066518473708454,
          5.727588670715076,
          -1.1349809789262832,
          -1.1040989490097572,
          4.377363754673571,
          0.09999129583945067,
          -0.12631284303458679,
          -0.3288693747737671,
          2.204460282909785,
          -1.2865230601373567,
          -1.1716758229308986,
          0.08951172816241806,
          0.8509614115832108,
          -1.484403817433577,
          4.020746351376953,
          1.216982541422023,
          3.314221408731397,
          2.4258779207195547,
          0.5944271506663493,
          2.1540140585989445,
          -0.11352088613313414,
          -2.2321170631559237,
          -0.23925559214952435,
          5.417061469184454,
          -0.5937859284598143,
          -1.0395237635883643,
          6.080883182236367,
          3.77924102060796,
          -2.287662828626034,
          4.478660286763062,
          1.5172302272430807,
          -2.8913867868548975,
          0.07592943608636657,
          -2.1579026006810333,
          3.1833516021592865,
          -2.9812223282574437,
          0.38612566180425384,
          2.54088942718412,
          -3.6199871843811207,
          2.5232605894877227,
          -0.7314900876477792,
          5.852594911155139,
          5.461103741797236,
          -1.7400710382561542,
          3.6381317945343694,
          1.3863936508221544,
          3.6342699593875336,
          2.8520156752335213,
          -3.964975830396766,
          0.5716173176266286,
          4.68780526025781,
          2.6943068302888697,
          -0.22912476405024565,
          -0.7832652954451965,
          -2.4972208061192602,
          -4.114065288786605,
          -2.312974099811583,
          -0.9552598484636944,
          -2.1986686894928225,
          0.761099644938957,
          2.3305503991882826,
          2.007560098872061,
          1.1890273172856318,
          3.7946449769784283,
          1.8175150078687745,
          2.8083496552522202,
          -1.3135234196116183,
          3.8546255675887764,
          -2.6722811958401578,
          -0.36121680411869106,
          4.908562532311985,
          -0.17305735223621435,
          -1.986487545352053,
          1.0007563501580725,
          1.0414312764974196,
          1.8354930407976875,
          2.494362558762988,
          5.251347035150828,
          -0.6047579575783019,
          3.7393266992247716,
          0.039887091294868185,
          -0.5634331862320362,
          -2.1528700963494516,
          5.324969622319998,
          -1.2004779954364626,
          1.5573412848836448,
          -2.8560800888711375,
          4.0942924868609305,
          0.9448237139720813,
          0.9208974312767556,
          -1.7551189956279316,
          -2.2697354039990634,
          -3.3899336583147006,
          -2.724144132163894,
          3.94097154582008,
          1.2752485565429694,
          0.7223770026163917,
          0.33341144748580714,
          2.11125756917763,
          -4.017182326061951,
          -1.3524846534868755,
          -1.2968509122644831,
          0.9147484728887171,
          -1.856645693080061,
          2.6034748904125995,
          5.715140788699177,
          -1.442176283091849,
          3.5589141548131185
         ],
         "y": [
          4.8637827253597115,
          3.14108007149475,
          4.281548777538863,
          3.6437503844270966,
          2.3231964096263837,
          3.1790577496773507,
          2.134822655967521,
          3.141292889657962,
          2.747249344649832,
          2.0159151903868016,
          4.428122540160697,
          3.3078277745330618,
          2.963130232294729,
          4.8128071379570425,
          5.8066752631283345,
          4.522005643717417,
          4.345916877320764,
          3.907646165803312,
          5.092592607177012,
          1.829767503788413,
          4.412930670930282,
          3.954295660345686,
          3.729404408548868,
          3.819389435138719,
          2.5968203699062316,
          0.99391400471207,
          3.194077253183279,
          5.637696279120591,
          4.671540137246709,
          3.8726639196415005,
          5.790011993171641,
          4.195917788883027,
          1.7020692760523055,
          5.557499871495817,
          5.46490001992178,
          2.563399976923748,
          3.381211496331058,
          4.35459521561561,
          2.2645749733518965,
          4.329898178110788,
          3.55150710726781,
          1.1479383584136265,
          4.9069736487214985,
          4.770926284271459,
          3.5680143900947514,
          4.293824628584836,
          5.209567300378821,
          4.915823848107646,
          3.9223406715450406,
          3.3690434675061334,
          4.046678600090223,
          2.6966085025901805,
          5.803848134911603,
          4.928106598127726,
          2.771053333196335,
          4.065914689497775,
          5.438444745464343,
          5.090885553412389,
          3.391641589968372,
          5.644177447842386,
          4.4214647518516195,
          4.262768922045154,
          3.39675266924865,
          4.444481753208346,
          4.2499983142407745,
          4.278089700910069,
          1.932910763804664,
          3.8882981088072883,
          3.3806198995890813,
          4.684023358145092,
          3.810382179254247,
          3.286675911931971,
          3.543724115204534,
          3.0237582174444446,
          3.8148546119924243,
          1.5781638714855972,
          4.247882245369058,
          4.498266199226562,
          3.9048251894909196,
          2.254009306058004,
          3.887981778525101,
          4.326457924529266,
          3.8659384681492686,
          2.863377347783319,
          3.133292143384456,
          5.374392748767007,
          3.9326827884661273,
          4.179277470109801,
          5.051454033509252,
          3.705606425730321,
          3.178713533569068,
          5.32926009576299,
          4.719616905007353,
          4.157362064759192,
          2.011444423653096,
          4.759201715300156,
          3.019267215176774,
          4.518142297988448,
          3.379985469441424,
          3.2357119140281516,
          3.7550230813504,
          4.143797574406816,
          4.15954593826202,
          5.425048440280279,
          3.5182720820822735,
          3.4760571008975854,
          4.591666994108717,
          4.42263082400675,
          3.433716408605577,
          4.712059093508092,
          3.9240767535060823,
          5.642630459100998,
          3.1809711063686383,
          4.206081469962019,
          3.166344143295238,
          3.5613607803608613,
          3.0880202259576564,
          3.3228718638465113,
          3.6768149497137417,
          4.0144823199178035,
          1.979453792840386,
          3.273690007708304,
          5.700445053726121,
          3.5790658105463544,
          4.630656982181136,
          4.149962858968367,
          4.536994005249582,
          4.65928694864379,
          4.354774713943017,
          4.058222225442342,
          2.67517953663028,
          3.276694551749456,
          4.888250418147796,
          1.9457032201459827,
          6.96105229145689,
          3.1834667663697664,
          1.7204452980401421,
          2.7784646021527153,
          3.0161357617845947,
          5.028904118555767,
          3.312273639176738,
          2.9747204184156555,
          0.8861321195025113,
          3.7678029279291687,
          2.3365962113993266,
          4.257599934272914,
          3.8931060650302394,
          3.063117620051777,
          3.996253342841559,
          3.161755205295503,
          5.023977682389711,
          4.862410537829803,
          5.180154862030776,
          4.9168622010036795,
          2.9106453889281316,
          3.4466570009635924,
          3.345303599446681,
          3.5678210202579916,
          2.87482579071953,
          3.1518238365652973,
          3.33409099018772,
          3.7127273347879584,
          4.499789134844842,
          2.9017147576547284,
          4.672759647209252,
          4.524496801427766,
          4.034478148023924,
          2.9626474680249433,
          3.3123963305191224,
          3.2735854452313466,
          4.05596079885968,
          4.4395064289210024,
          2.987574747315716,
          5.400304224104813,
          2.4135820411092785,
          1.0406978473820587,
          3.1062043642326054,
          3.84774232628635,
          2.6758776064264884,
          2.8740205441781983,
          4.03271979725945,
          4.077480972331981,
          3.8681177001447544,
          4.990320383723069,
          4.031160118557063,
          2.586423712612793,
          3.4004572011470025,
          4.832326519426188,
          2.28069285287124,
          4.469966091561419,
          1.9117761766684593,
          3.4847086664114,
          3.2468424754083047,
          3.610871914833122,
          1.8807698516386286,
          2.6901115617541085,
          3.8728614317917494,
          3.0407361893797917,
          1.9697461849188787,
          1.7473955257653235,
          3.4369083395965903,
          3.011204650874767,
          4.298081065747753,
          3.3801834021470447,
          3.4224939530735607,
          3.1569111363602533,
          3.7313362066079816,
          3.6470031963494347,
          4.361511976945695,
          3.820136558370546,
          3.678243461756911,
          2.981326796553946,
          3.0227697158536833,
          4.420452133714886,
          4.813774150612805,
          3.533806827416675,
          3.615985445059411,
          4.029680274763813,
          3.1004554042022914,
          2.6401224099570264,
          4.340497269271362,
          2.8046556620612852,
          3.6511656246258735,
          3.034293410723558,
          5.409390972559412,
          3.183156401661027,
          3.574330916569364,
          2.7028922265509117,
          3.2438586788470256,
          3.252426325143365,
          5.614445458219413,
          4.285689928466524,
          2.911845916810853,
          4.976271943384303,
          4.17384558640074,
          3.3670355817559154,
          3.6906461460180786,
          4.352651137209576,
          2.416199454517041,
          4.781152961745414,
          4.049504185064116,
          2.9931299761288885,
          2.64762618506519,
          5.189119685938732,
          4.174895616822233,
          4.088039754280384,
          2.041626901412138,
          4.457773035634337,
          4.654736797384585,
          4.238269463257454,
          4.44715159521081,
          3.37949066448384,
          3.799027338979445,
          3.8427763063132026,
          3.9512693645009667,
          3.3139920774277543,
          2.342912352626813,
          2.7761685537449763,
          2.247148897445852,
          3.687303589539051,
          3.212670031278412,
          4.303232083308528,
          4.597271859447043,
          2.6532888012013798,
          2.7949468323633804,
          3.2837919619117972,
          2.868364162922377,
          4.836648620753186,
          4.6652292370443655,
          3.0915722412367264,
          3.5227217548196608,
          2.500419774428792,
          2.9031149965628846,
          3.5364256741835183,
          5.5879417135927785,
          3.377616679894729,
          2.749252347561699,
          2.5176733052098923,
          2.817881933873668,
          1.9891424818965073,
          3.0843492115244193,
          3.4388811646255966,
          3.812050259764592,
          3.0172653831829686,
          4.030413606030512,
          3.533634529787424,
          3.5906316679918224,
          2.781086981360688,
          3.0291727180255763,
          4.370056139972125,
          2.8922255352352186,
          4.692474061661196,
          3.2733750243390194,
          1.915706425063551,
          2.370418874407351,
          4.085431296674048,
          3.991709462607371,
          2.800327886719569,
          5.317556354458094,
          4.5167725125789575,
          2.7922607213673545,
          3.94998357105514,
          3.3089514041861188,
          3.540090617587546,
          2.33880103587174,
          3.1283112996106444,
          1.5525038517309557,
          2.81935172441868,
          2.05450510759336,
          4.355764746754824,
          3.63738666691379,
          3.935390175886135,
          3.7337782513120863,
          2.356422216380565,
          2.0215532798810867,
          3.2199239683043124,
          3.251997316454859,
          4.151952204467912,
          3.0661241486520843,
          2.202160464562914,
          4.372836501440273,
          4.730756998481997,
          2.284648218816455,
          4.940934708813658,
          4.703991491868161,
          4.163144751147921,
          2.361182326885879,
          4.3631845432307825,
          2.3703084475865306,
          3.023781572470366,
          4.022269150870764,
          5.447802561321087,
          3.0212107250618967,
          4.370864557237365,
          3.092505618781939,
          2.5833500574091657,
          4.0612636864157565,
          4.6286637357518625,
          4.025111707929002,
          3.5913249675080654,
          3.2170622133463476,
          3.470681435620673,
          4.3182478578681005,
          2.5561295656465695,
          2.895465069173553,
          4.744533952216773,
          3.5728381482660154,
          4.214390518063013,
          4.520610948216767,
          4.794558896985171,
          3.9544753357439557,
          4.5481032165645905,
          3.629344510896685,
          3.9439852756676803,
          4.35727641693871,
          5.149296381420851,
          4.0476638708948505,
          3.2064383603425313,
          2.671138342882899,
          3.0364067348345896,
          4.220792060211505,
          4.783556027100239,
          2.800638992184556,
          1.827852681804067,
          2.272327494363674,
          3.1332098169864255,
          2.86969912517238,
          2.5808392828811137,
          3.1487009693070545,
          4.0397174778666205,
          1.8976428012035527,
          4.0001136426521775,
          4.057462277708516,
          1.1618642633305138,
          3.690154682761937,
          0.14751445554313478,
          2.300571662639873,
          2.8289684506834516,
          2.184033944597502,
          3.8061947359244748,
          4.087795928133114,
          2.3480310036490186,
          1.835477241588383,
          1.8627514449095703,
          5.476339443156866,
          3.61936512234915,
          3.2098316848084436,
          3.9136784846785964,
          2.137035757552309,
          1.933781627799198,
          2.3166649670647113,
          5.081800699471678,
          2.508191381151008,
          4.388763813813865,
          2.6199758963653528,
          2.7912255975149134,
          4.022898224213842,
          4.393114452795218,
          4.138345689337702,
          2.185114148531767,
          2.216977799424495,
          2.313136413771908,
          3.796239460155204,
          3.4570566669762455,
          3.598600624254053,
          3.9326104862331555,
          3.360051482018162,
          2.247157636167694,
          5.113581582540842,
          3.33051874005737,
          4.156847677393254,
          2.9613879110517947,
          3.905541423301311,
          3.5287606006758216,
          3.9839100404284036,
          4.117235432411644,
          2.9489519455284414,
          2.899562238070204,
          4.218336923460734,
          2.1264292993503178,
          1.6431515064702555,
          -0.4274990893767724,
          3.995098729057452,
          4.102103707984346,
          3.9528656835364995,
          3.542732043403793,
          3.1058173590290816,
          3.033588320112293,
          1.9820433972287865,
          3.4027419734166493,
          3.7180692015003602,
          3.367631838515015,
          2.813689282116175,
          2.151965036270975,
          2.8679154309431425,
          1.900799893269625,
          3.21644504875386,
          4.3514741109800275,
          2.9514048089363647,
          3.238570945649478,
          2.119145705390604,
          4.579732730926815,
          4.977303989421187,
          4.504926011359561,
          4.904154711748995,
          4.7102571203774675,
          2.058306048552555,
          3.8139588885262805,
          4.013237012031368,
          2.0368479533010175,
          3.3054278489796145,
          3.0539187964798327,
          4.212871827699995,
          4.2273678592788215,
          3.1454219982178953,
          3.280473321479352,
          3.37826540457808,
          2.777776569477556,
          4.115354520873556,
          4.510498544588243,
          2.7231781784141544,
          3.5783971235073606,
          3.427985185685572,
          4.239229460761527,
          3.852974265717557,
          1.9488929597201547,
          5.328045323979781,
          4.30793696576592,
          2.605409590461127,
          3.222240092074559,
          4.451736373476558,
          2.9569910030236697,
          4.658155891809021,
          2.5430435820295867,
          4.521837024608522,
          3.6740815686447,
          -0.584105662537238,
          0.022803078477942336,
          0.21667498222955808,
          1.4625812413137018,
          -0.5536357089476348,
          -1.0899318045809414,
          0.7219434504493623,
          -0.2493767193950693,
          1.3713850999370467,
          1.1321373975401323,
          0.24895143012958695,
          -0.4451339691693581,
          1.2986541969443126,
          0.43090228583928963,
          -3.0762175234253863,
          0.32288650732433105,
          0.13852780352544278,
          1.029913740097103,
          0.7011169614219379,
          0.20482910296910622,
          0.14571018725539758,
          1.5527571182345752,
          0.43430160552681984,
          0.26717947208241893,
          2.3947001020576244,
          0.5714625020040333,
          -0.5350209852136443,
          0.4254891609122156,
          0.4217380561423499,
          -0.9078891286566279,
          1.2678816584969836,
          -0.025579135198135868,
          1.1262106636317082,
          -0.3399293422698523,
          1.4039521206579133,
          1.1116927298958061,
          -0.024152064759602358,
          0.5403025240583201,
          0.34395232910416085,
          0.5419015851374339,
          0.7253670024229777,
          1.0266868033865,
          -0.9306189856186079,
          -0.6982450668545175,
          -0.8364500013484912,
          0.8512666304751185,
          1.2695039568315614,
          0.5678537320804135,
          0.6768371234296349,
          0.034335054058748586,
          -2.0056194675429264,
          -0.2925711219725141,
          0.8186639955861669,
          -0.35990129724010916,
          -1.2480515023123557,
          0.43358184985336845,
          0.23830156465890406,
          -0.5708195811875711,
          -0.6616179312557728,
          0.5449426374908396,
          -0.4492117633814552,
          0.06271507094493813,
          0.19510613906214658,
          0.4185019172787676,
          0.516319439467075,
          1.1585846470490688,
          0.8803761609825907,
          -0.9330013438279062,
          -0.5369053070001617,
          -0.18601648805183213,
          0.5247502251608815,
          -0.5360933614131626,
          0.6685631361208897,
          1.1290889792806862,
          -1.4772331298724608,
          0.07884349401610152,
          1.6206790495618515,
          -1.2143228447689207,
          -1.7766329938123033,
          0.7240450432365892,
          -0.051513146443537695,
          -0.9892463878612087,
          0.2873812934388416,
          0.28039829241308034,
          -1.2803634680876375,
          -1.4192422683928714,
          -0.5801040476334549,
          -1.9663012290802202,
          0.9223264466311797,
          0.8107895334427337,
          0.3708442787441091,
          1.439377571301696,
          0.2167763206367993,
          0.03532405594386833,
          0.22115679644137862,
          -1.1670592772544883,
          -1.5316211455341737,
          -0.6131514795778124,
          -0.2814209419218803,
          0.1679065839789103,
          -2.0179522810736126,
          1.1650673828215852,
          -0.24731371739390978,
          -0.15385969366797456,
          -0.31441400872433567,
          -0.4570548812142044,
          -0.46479069403795503,
          0.6898352309437685,
          0.1700626180593509,
          0.2708514002345956,
          0.3524828305661993,
          -2.739486361328666,
          -1.5777739192088858,
          -0.17278241680037107,
          0.5108842456597271,
          -0.2714172183507537,
          0.39507477468193114,
          -0.2830222622872229,
          0.7125886819775961,
          -0.023905968996340076,
          -0.11703153267824368,
          0.06544131604030659,
          -0.27417993041272776,
          -1.1086332136062123,
          0.003347488559722448,
          -0.6964932225858131,
          0.5703918978062718,
          -1.0837339343635808,
          -0.8152845495230574,
          -0.22389780199016485,
          -1.329547784818365,
          0.5620012285359147,
          -0.8125171235749944,
          1.289790614989276,
          0.006164193301252124,
          -0.7268963692837024,
          -0.5701915420110649,
          -0.15554686121296238,
          -0.3163335267516095,
          -1.5700489091622163,
          0.6217585101586335,
          -0.4993031413927456,
          1.073750666728202,
          0.19571425737979695,
          -0.2831208457043517,
          -0.7966370458394895,
          1.498242818162367,
          -0.7149944847015723,
          -0.6482138591907931,
          -0.37607936142970455,
          -0.1657440085747851,
          2.0634714349949914,
          -1.3119435884940869,
          -0.15744833793461038,
          0.10496556951989879,
          0.9211821738520232,
          0.8230972905590291,
          -1.4027764163085545,
          -0.9416409392149919,
          0.38738953254065106,
          -2.395762186109116,
          0.06720522007706152,
          0.4881876056401082,
          -0.6915277198960098,
          0.11069529469838602,
          -0.3900618630549429,
          0.7262207368972432,
          0.683534413583821,
          1.3155764902509146,
          1.6223688642757907,
          0.09445439531165153,
          1.8002363711832912,
          -0.4941926669529205,
          0.6765535372342836,
          1.1994926520647957,
          -2.1599919102766716,
          1.176129294700021,
          1.0556017532501938,
          0.9340280890637715,
          0.5748235002864861,
          0.0053447366127655,
          -0.5001606854105638,
          0.9705189545600108,
          -0.15925309144104316,
          0.5434594991615861,
          0.17649935936133676,
          1.0550097406339267,
          1.5158345288702872,
          -0.299272976669372,
          -0.8263993681823809,
          -0.007845612418693615,
          1.1148003796945,
          0.7852568858450998,
          1.2323895842474912,
          -0.6017789547338219,
          0.41024457290323924,
          0.4405729342615177,
          0.24819081334466675,
          1.1785390046258033,
          1.0350919586039917,
          0.7282386743032745,
          -0.32667193100331393,
          -0.6215517460782816,
          0.4095731762682583,
          -0.24225746193113323,
          -0.3619377415794645,
          -0.5595123724376329,
          1.0876434626251121,
          0.8983547870189298,
          0.4818344067368165,
          -0.2732325982234083,
          0.38851639459654586,
          -0.38700903090910643,
          0.11839410120835162,
          -0.9944195230036935,
          -1.0013761559978616,
          -0.07932095055507496,
          0.6960045556656703,
          -0.7690381137482286,
          0.2848407134344921,
          -2.0020556847431643,
          1.3954866136537063,
          -0.19720437878132144,
          -0.1437671616032145,
          0.003240976834584148,
          1.2212877835003488,
          -0.4407040980907302,
          0.2571816757685899,
          -0.9659396967342706,
          -0.05071512055041598,
          0.42039399444775916,
          0.27477954606913974,
          -0.24352725025127828,
          0.202657915489108,
          -0.3451680482978171,
          -0.38658662171350205,
          0.5687244764418076,
          0.22505424089049442,
          -0.6629238360559799,
          -1.4124385336312437,
          0.18947714253134507,
          -0.021221203110814976,
          0.03430589243483903,
          -0.977059403309021,
          0.3137921892926875,
          -2.8687697553526084,
          -3.1427303009945424,
          -0.2891914636637133,
          1.3705773666400725,
          0.5445795956395127,
          0.049898107953011285,
          -1.246808851420029,
          0.4687852931218478,
          -0.3957582489052005,
          0.3779907044438572,
          -0.6303569488525501,
          -0.7108154186690546,
          0.15718151546182635,
          0.09205937368446213,
          -1.8965186213414122,
          0.029550298362460117,
          0.22437961461791353,
          -0.2083547558986319,
          -2.1992989659759603,
          -0.01798893600329106,
          -1.3424082179909835,
          0.36600909063930964,
          -0.6097322937231432,
          -1.379297169074434,
          -0.6885408571725598,
          -0.41688781649147005,
          -0.6388282598088547,
          0.33888737873692076,
          -0.8902737780834812,
          0.29702962919198256,
          -0.21195353345426482,
          -0.9994410943949109,
          -0.3623758416351338,
          0.15703919718961198,
          -0.5051423574896818,
          0.6740354037972404,
          -0.34114063086497354,
          -0.44432962512611784,
          -1.5505818770711224,
          -0.9610219261748931,
          -0.3838807035917961,
          -1.8147992509024828,
          -0.9591683705055274,
          0.371316337429907,
          -0.6836439903721079,
          -1.3882849179121317,
          0.3606613538253957,
          0.5918007225747446,
          0.43882523892531894,
          -3.6241126154015606,
          -0.8564895011631166,
          -0.3286806517289801,
          1.7217217524213648,
          0.022183298139853914,
          -0.22462730981823864,
          0.11995479538514496,
          -0.5335624438966877,
          1.0738533933831413,
          -0.6547187731780607,
          0.666651323640244,
          0.8338400914390652,
          0.6202187124126606,
          -0.15424756748231094,
          -0.7181520362546061,
          1.174130591176023,
          1.7349351286004024,
          0.28417587734131955,
          0.10884931101459977,
          1.130670346506416,
          -2.6549287721671835,
          0.05021817813624508,
          0.3322672834137002,
          0.3535141137502756,
          -0.5077982862938137,
          -1.405648219882253,
          1.0112733272980354,
          0.8848437325352088,
          -1.1587413500824444,
          0.026884954114925873,
          0.9256300482953123,
          -0.5398209779013778,
          -1.4662939356987366,
          0.6125674816363972,
          0.0675704310633331,
          -0.16058926804986706,
          1.0805343113282202,
          0.6395773494512768,
          1.2797787806236245,
          -0.6977509371357218,
          0.2533805239679618,
          1.2706671028974443,
          -0.7107467649890974,
          -0.37858119333609985,
          -0.4671124293450769,
          -1.1460972942030787,
          0.5633455077150823,
          0.5610332543992534,
          0.5615757632631635,
          1.5841905478801,
          0.6609557533825385,
          -1.6931926230165892,
          -2.6347401001215505,
          -0.935494027105068,
          0.03718932168165905,
          1.0241240936298006,
          1.200263404734404,
          0.8560452917061221,
          0.3045373698712757,
          0.4444381176020478,
          -0.6219071214744909,
          0.17370043270561192,
          -2.4389536980550544,
          0.6546963484657132,
          -0.11428683968339562,
          0.5093597169745844,
          0.7354151188099949,
          -0.459259854365322,
          -0.31519053248804274,
          0.28442192468517735,
          0.21278702711081726,
          0.6275438101476751,
          -0.7181874935108841,
          1.8796717592309244,
          0.5756964507326962,
          -0.3749263207717131,
          -1.6866415288011924,
          -0.3491726330230815,
          -0.40394441348712584,
          -0.40613748619998413,
          -0.10226787461635464,
          1.2333516650316054,
          -0.6394793539901281,
          0.9820304637932598,
          -0.24528923220369142,
          -1.0209127774761264,
          0.07817138341426598,
          0.29986882097013096,
          0.47266911102154086,
          -2.414759132579665,
          -0.043973368859926774,
          1.0292201846553568,
          1.0731985107297515,
          0.4040030570728501,
          -0.8252859291470227,
          -1.7503113442704807,
          0.03522322457281785,
          -0.038778357090456815,
          0.8054004631761326,
          -1.48113269943665,
          -1.0873289332121798,
          -0.6963064221658464,
          -0.6194094851616114,
          0.8988083280488895,
          -0.5555147724753388,
          0.13354657594583452,
          -1.3066360060316327,
          0.30894719273778604,
          0.46710993204455,
          0.5824299324890725,
          0.34273000617849403,
          0.15248936488292167,
          0.11208413861696609,
          -0.42755912909895843,
          -0.9223379186531521,
          -1.598938369741764,
          -1.6504083812007846,
          -0.6757179445323512,
          -1.0230663692495447,
          -2.0404460274112646,
          0.7782151579631471,
          0.2178996852161665,
          0.3527622024492756,
          -0.3591939946717747,
          -1.583887538390273,
          -0.42210508634013166,
          -1.3217136512911878,
          -0.606143007722274,
          -0.8090644102927805,
          -0.1819278338483462,
          0.11426451966907612,
          -0.5742469862282734,
          -0.6277376919221905,
          0.31621171622239796,
          1.007587709080832,
          -0.29906350969753487,
          0.3137940995229165,
          -0.19948468506206857,
          -1.3546660960956207,
          -0.034967597380637795,
          -0.40840536111987596,
          0.5404128982086265,
          -1.19167641611995,
          1.405545326118757,
          1.2900474235285382,
          0.45734468304579695,
          1.4013835874480265,
          1.0691176034338912,
          0.14046920971843377,
          -1.856944661314352,
          -0.5731924968478139,
          -4.076006713719811,
          -2.0499382236620622,
          -0.7430127301204211,
          -0.16279713154318545,
          -1.679303438527267,
          0.11893024791596969,
          -0.49473561577952535,
          -2.7311469227780827,
          -0.38757110548505164,
          -0.5327537717997117,
          0.383397314458345,
          0.2265558635173457,
          -0.032203889631272194,
          -0.8668138723377012,
          -0.7438763893627381,
          -1.446569906340388,
          0.209792055109067,
          -3.22146529784515,
          0.13891657869524465,
          -0.008057658104157431,
          -0.5156239590302077,
          -0.304348399091887,
          -0.369702180176846,
          -1.7771958558046652,
          1.3874342980932703,
          1.0852472646828877,
          1.5849530477891023,
          0.18445072022100473,
          1.9175757158070357,
          -0.8084126768928854,
          1.295587431803755,
          -1.8621344003859182,
          -1.0532299116884292,
          -0.5501900354176515,
          1.6328112051055383,
          0.9391537028578193,
          0.8441083252463406,
          0.6641998050833586,
          2.2872955707398415,
          1.276835981730686,
          -0.2710885109943795,
          0.8035013960241308,
          1.884896222041903,
          0.6480780086602328,
          0.7990450712253504,
          1.1752998024728105,
          0.5941117152101594,
          0.9017639109026199,
          -0.7117856791187893,
          1.5771450633226074,
          -0.6928135354801108,
          0.5609065372766389,
          1.4964873424858627,
          -0.5152234190142817,
          -0.15509525313836958,
          0.6972058822874189,
          -1.3210511228059116,
          -2.0339697507493373,
          0.8358327281115824,
          0.751491065562353,
          0.8252930576031936,
          0.7167281996293253,
          -0.4366869293892743,
          1.539743561625855,
          -0.6682365533211724,
          0.35675646569325586,
          -1.4405853210032458,
          -0.8289370829886353,
          -1.296930858097899,
          1.2026256053978723,
          0.3495983114781071,
          -1.8267562584809074,
          0.06600542899685623,
          2.0203232507678734,
          0.2310345064876836,
          0.5465060663878673,
          0.8171901052285275,
          -1.3413652216572944,
          -0.46721230158347504,
          1.2588822119892424,
          1.4040011027849166,
          0.08998347702002282,
          0.4778021647919913,
          -0.25863662349186234,
          0.649473324900796,
          -1.0263702699151138,
          -0.19636184876128462,
          0.5345173681735093,
          0.7739962360520828,
          -0.36512745045396483,
          -0.556887823623213,
          0.669872808004967,
          -2.2117629761427042,
          -0.9791493392315735,
          -0.0011202560990055336,
          -1.3854664890980315,
          1.164163946561829,
          -0.5811759513612081,
          0.31048829461036387,
          -2.428944304762662,
          -0.7416469502217112,
          1.5409431591756306,
          0.6980331216061465,
          -2.727500152657319,
          0.9001342627048458,
          1.4241937735083483,
          0.5950445247534892,
          0.3971240356837741,
          0.1673937523500704,
          0.25129578829566135,
          -0.13006602836706724,
          -0.461833652228617,
          0.7119162950157784,
          -0.12793296070900284,
          1.8899728380801744,
          -2.766407723224097,
          0.4078795668681461,
          -2.950709976314392,
          -0.4826818730686786,
          1.5581499022552336,
          0.0790115078196304,
          1.1108758837024582,
          0.37354782892282196,
          -1.081139064824464,
          0.10040688717619045,
          1.8046034667239166,
          0.5815545805026181,
          0.6348612362461473,
          -2.5143211098119536,
          -1.2996292587776725,
          1.3862100860147633,
          -2.5482369339842097,
          1.2051658154135676,
          0.014381351655971182,
          -3.6247809905558004,
          1.5549634696753267,
          0.6632623983634531,
          -0.86522334766087,
          -0.318250508562563,
          -1.4712337851673207,
          0.3101289666203676,
          -0.5728080279354073,
          0.7139754763386245,
          -0.4334918227312482,
          -0.9564596235284913,
          0.7450576332330684,
          -0.8661881892629316,
          0.6956960158782564,
          -3.21640698015228,
          0.8618350705019723,
          0.050820457283367676,
          1.1985999755912555,
          -0.08252546370931961,
          0.673565713421429,
          -1.9309919907573232,
          0.5614496402983199,
          -0.33951872007086126,
          -1.0655893492675368,
          -1.0835815497326327,
          0.21190233497837033,
          1.4450721970619143,
          -0.8249429955166939,
          0.8845988786645523,
          0.35714340259830907,
          0.18694666890275125,
          0.28162243551565336,
          0.19969167634826054,
          0.35755339744145165,
          0.21862862841071232,
          -0.8067991919530116,
          -0.7253053391954534,
          -1.2014289388721242,
          0.45989205837864594,
          -0.9131761546359884,
          0.769206846143799,
          0.29829802066248867,
          -1.5963774239973672,
          -1.773286828096437,
          1.0104413934356233,
          0.5379803714061943,
          -1.3808124301891596,
          1.1421153031671059,
          -0.5430564733870364,
          1.24201734993002,
          -0.5260904540657823,
          -0.21822802648213396,
          1.440849600592923,
          0.5888244431687967,
          0.6765192804865043,
          1.8988700572869552,
          0.5426119950684636,
          -2.089487871040964,
          1.387022282303494,
          0.22723793021122227,
          0.348445121593113,
          0.7719661346583346,
          0.4593433732247221,
          -0.6220420512270778,
          1.0311313273820184,
          -0.5645464912019912,
          0.6672891689858783,
          1.0445722364921828,
          0.7652124540995776,
          2.2503892428162695,
          1.2366919887412586,
          0.2692671082620654,
          0.2675397267907678,
          2.3157780524033393,
          -0.0916854592459259,
          0.91260910501253,
          -2.1019059358313,
          -0.2443738795704899,
          0.9186976373793279,
          0.631709977732155,
          0.6385536411292516,
          1.6267706893335954,
          -0.3400445461456324,
          -0.030515519164101668,
          0.9702712092958075,
          1.6709884463865714,
          -0.5688746694947242,
          4.473148998402003,
          1.3632225983371196,
          2.7864104641697236,
          2.0590672756686996,
          3.9828659212104878,
          2.0940860977497127,
          1.194456953849239,
          3.076988657913031,
          2.8867002521400162,
          4.474841488999594,
          3.391524160077254,
          3.7604909301417973,
          3.6834104622848516,
          3.059757275265485,
          4.261188955254883,
          2.146555754166862,
          3.3860770600864036,
          0.9641104923333563,
          1.4332792100739877,
          0.8474907184765047,
          3.404769310238945,
          1.3133307053553693,
          2.6578394469283935,
          3.106562102438391,
          2.35108372560866,
          3.509607594657409,
          2.8889564712796996,
          3.591886469651414,
          4.279280096337273,
          2.4123320200514202,
          0.7796860689022298,
          3.5389028013383195,
          2.3775171821941528,
          3.8643996782467975,
          4.119603687884818,
          3.6630037798353308,
          3.59361388048422,
          1.5535663653449945,
          3.096013187412824,
          1.1946928464846445,
          4.3697832988253325,
          2.4447634173002895,
          1.3549433850728028,
          2.512039190669243,
          2.7277331116353385,
          3.2116996375612716,
          2.295205483635008,
          2.0507595182943206,
          1.8011974640618127,
          1.6419047573272425,
          -0.7006335750908849,
          3.078131807608723,
          2.1244498997899113,
          3.2521361837043146,
          2.2906127042477613,
          3.060200919922459,
          1.4288137979998163,
          3.412577007373697,
          4.506113049903456,
          4.08828773683329,
          2.4624277419377845,
          3.76056196651002,
          4.485180834145437,
          2.7121820444446447,
          4.301883109378413,
          4.078828479801352,
          4.0678672115462815,
          2.994232494466576,
          4.23216249081028,
          4.503305610282856,
          4.038000009238685,
          4.479595482464673,
          3.2824538801320537,
          4.37313667496179,
          3.055155615114492,
          2.8176291615979627,
          1.9348057698472747,
          2.3280149419757383,
          2.429109634243394,
          -0.5926844867320877,
          3.458771520394381,
          3.716494687541217,
          3.821956146961682,
          2.692967322759575,
          4.364508306115534,
          5.83120642516972,
          2.0808414198734186,
          4.326044219353566,
          3.935442684532259,
          4.278166585940198,
          5.834664662958634,
          3.8106538956268525,
          2.000317972845125,
          3.478303969163732,
          4.612864633060433,
          2.7633746495814595,
          4.330559888195282,
          3.7907502740010095,
          2.9998081278470634,
          2.3642170349000367,
          4.256086468672951,
          3.0255213556375757,
          2.877855017601577,
          3.9219363919688233,
          3.2216905093732167,
          2.9236925880895086,
          3.773388680408717,
          4.2393623417332895,
          4.010777853817965,
          2.5093238466579812,
          1.7416323419283204,
          2.430701094228507,
          2.027116671174704,
          2.74085871714836,
          2.424570594968826,
          0.06933906792713221,
          3.902026643289552,
          3.095555897599658,
          2.1447440297711173,
          4.869157003106688,
          2.5390660164897065,
          3.900938514469322,
          3.5193710509501726,
          -0.6371693082178409,
          2.782213467547759,
          3.6167119992566157,
          2.693240976414748,
          4.015543000630275,
          4.354674531903121,
          4.24158813716727,
          4.172127757586247,
          3.0610733277999835,
          3.8275534302806187,
          1.3344618841989189,
          4.038512711614217,
          3.1930378104995056,
          3.7980794113424863,
          4.45797285309507,
          2.98184341800152,
          4.1170611722673325,
          3.2618125594432086,
          4.8107473106753655,
          -0.3613536562554968,
          1.7907167174297676,
          2.8679086828018154,
          4.552053967411029,
          3.1303635098484093,
          3.9956824206057315,
          1.9644238487274208,
          4.883484279309238,
          2.520085063511456,
          4.572786211633109,
          2.841747055378057,
          4.526148004933841,
          1.6270664830987298,
          2.204028771391431,
          2.5732517196641815,
          1.3642586091429072,
          1.1239614350631082,
          1.7588117876728535,
          2.512016633315079,
          -0.31791270186201687,
          3.2300783916144002,
          4.19602440487973,
          3.1360381476603307,
          4.48017494469702,
          3.7376395996528333,
          2.0977987002386618,
          3.1795089444524187,
          2.8693331869023657,
          4.348455751616308,
          5.435858821762003,
          2.949989994722247,
          1.0056674118025917,
          2.727209183057435,
          0.9108401459329046,
          4.362879216866211,
          2.90518484797992,
          2.437696784830811,
          3.752269225630797,
          3.8399191893812317,
          2.9112626312576926,
          1.6575528011813412,
          1.9316828785577635,
          0.4518545316323775,
          4.461421589988556,
          4.5100356282517,
          4.12905755564253,
          2.583094984669002,
          3.08850556448397,
          4.097883227750386,
          3.8345705464562583,
          4.272588693597693,
          4.104256800466877,
          3.177462165977793,
          2.733857386931167,
          3.67936984531069,
          2.3360763838211627,
          2.0288461765532158,
          2.949960387642344,
          1.8012763949778936,
          0.3530844057269109,
          3.052131805143462,
          3.030735514812161,
          3.2721436265212955,
          2.2776793248366833,
          4.219951517350192,
          3.3827013883027095,
          2.856781868924949,
          2.3082421001458715,
          4.024672616342585,
          2.974652292698912,
          5.078027114112932,
          5.069054818878349,
          3.606671849555897,
          2.659908192583832,
          2.7730585161962313,
          3.8155962564564563,
          2.350978926525627,
          2.6962743406081184,
          3.0905862985528163,
          4.234973325155975,
          3.279952356130263,
          4.676021301707262,
          2.4637110906286206,
          0.8507198568919921,
          2.601665331001261,
          0.7216396087652263,
          0.6666710589702011,
          4.5640058993325106,
          2.998044818367396,
          2.8729954839531775,
          4.508653922881248,
          1.4223267602397944,
          3.139224733131805,
          2.3430127724461247,
          1.7059617899422208,
          4.486462133989993,
          4.329190445058771,
          2.997716784284969,
          2.5032942622963015,
          3.0083533954322705,
          1.4897077742545597,
          2.324572177070011,
          1.4872862410750685,
          4.62218870070377,
          2.2381234356999062,
          0.3312786844073375,
          2.527198343004163,
          3.389986096677359,
          4.378769712432448,
          2.930802488410215,
          2.705710428130975,
          2.5014264142736042,
          1.7542930347427301,
          2.1921991109198955,
          2.2165124536770544,
          3.4928723200899703,
          2.7008141956700027,
          2.1222529419001517,
          3.7653255749321706,
          2.3317180191135187,
          -0.04326514815729876,
          0.7972019112776667,
          2.9544378763121495,
          3.1247202422446207,
          0.12836866622006024,
          3.7134897080783764,
          4.187408493081085,
          4.182466860154448,
          2.897209964667726,
          4.360033117205146,
          4.425183419866598,
          2.9768773111927067,
          3.9047520758550234,
          2.4464970496395386,
          4.058855481736037,
          2.8427503637407954,
          2.7768567343981894,
          1.3298014109785206,
          3.0063396922019354,
          5.145434046230173,
          3.838920816985048,
          3.4352106560561,
          2.339576456795777,
          4.7131853774968056,
          2.863970953476688,
          5.491311639286461,
          4.5121842836135455,
          2.5603731973914106,
          4.640369721069534,
          0.13584303203583825,
          4.878320258017574,
          4.036629978206731,
          3.647270238918578,
          2.7873545876682315,
          4.27446208375879,
          2.0173610007086995,
          4.339447839391838,
          4.000877949895019,
          -0.23220106792470238,
          2.9022922117127647,
          3.7233339266617063,
          3.268299833200565,
          2.3465233711290607,
          0.694101133662825,
          2.68439450328344,
          0.7509116242932823,
          1.9253792918389396,
          1.4316609130821922,
          1.4804869872796198,
          1.976461893318136,
          1.8067508972074993,
          4.588341290025695,
          2.27351814801581,
          2.7554588275720158,
          2.149527466474101,
          2.182642295323277,
          4.459786776043518,
          4.269761431705936,
          1.7519256471707827,
          4.14512618724978,
          3.4022693134853856,
          3.2640289110678617,
          4.130378924531457,
          5.043952513464033,
          3.392991170755546,
          4.093284370741015,
          2.0522146565264667,
          3.2821898921572252,
          4.496046247407069,
          3.7219403692775748,
          4.101056981883428,
          3.9285871877776493,
          2.9749485512815808,
          3.0514838029981983,
          3.103258968456919,
          3.9503099279993092,
          3.640242716460466,
          3.595654700541097,
          5.7553707442839865,
          3.43455015728092,
          2.8567069274882084,
          3.8268747044613445,
          4.815628963726836,
          -0.040551735588664053,
          2.4216232477803974,
          3.1428010005991824,
          4.3770667466106365,
          3.3129768469486724,
          2.3589955491055448,
          -0.46933428807712035,
          4.32930986404068,
          -0.10934510936860559,
          2.542305231801588,
          2.5519315478691946,
          1.888789870003442,
          3.344658363124767,
          2.340855356835283,
          4.445286900020831,
          2.1730004664062377,
          2.1863391149131615,
          5.144999842939932,
          0.7694453609859159,
          1.8278612938197922,
          2.4508875568034862,
          1.6710564546248579,
          2.1472653508788,
          2.155343110794494,
          1.5354283050040283,
          2.0296307242731486,
          1.9722928610441544,
          2.9554165760578237,
          3.0466406444124265,
          3.7334161649401336,
          3.9232190474890483,
          0.3714907555449521,
          3.0154325202929453,
          2.432908060212099,
          2.2116296377263382,
          2.637059877258789,
          2.732080959439776,
          -0.17157486244584574,
          2.8816588105057437,
          1.6999596561953472,
          3.6323144046096254,
          4.783084363975697,
          4.265731210824299,
          4.676307487799121,
          2.530201681123948,
          3.072757569443303,
          3.5137705184050887,
          3.573877569941939,
          4.578733939837262,
          3.4310108662381267,
          3.499401084993474,
          3.8240386563425046,
          2.999907456834077,
          3.3065312332918957,
          3.7674785304470926,
          4.585755338138514,
          3.8522327920885493,
          1.4537754911283765,
          4.010887922554741,
          4.842572955981688,
          3.7918836968461633,
          4.49475565005237,
          4.724088230584482,
          4.320252555825408,
          3.0932005031520693,
          3.3040463923499392,
          2.6509319272731102,
          2.965292541896179,
          1.5518599871608674,
          3.956242185257898,
          3.7651098115839954,
          2.3975409439578748,
          3.4635190919729504,
          3.848591450189793,
          1.5189065197759088,
          4.457770327437085,
          2.023165019934662,
          2.8184841990861065,
          0.2460506934844678,
          2.246129973001544,
          2.160624789965109,
          2.4798032156397474,
          2.3382914282945775,
          0.13539304254198872,
          2.2832235423164495,
          3.627505780258751,
          1.7767283521620754,
          1.638638620716399,
          2.6490084676834598,
          1.4883061659472367,
          2.160907953771409,
          3.428672416668515,
          1.8981597152600778,
          2.3759616305966955,
          3.135831957091779,
          3.066871003902955,
          2.2022029362892432,
          0.5094925627849395,
          2.110481030617949,
          2.2777969383011882,
          2.2544505069362137,
          2.4235826110459646,
          3.9807164262205137,
          4.262892249050063,
          1.6652218673252037,
          2.5474560420503054,
          1.8691858827256183,
          2.3201416496970837,
          2.591791272991606,
          3.698003785393569,
          3.0947752621767113,
          2.4983879829944042,
          1.5397825476156688,
          2.8127251778899267,
          4.591838402439788,
          2.5428119575782966,
          1.9070475224537473,
          2.928157959897927,
          3.156352277307871,
          3.8833596837570945,
          4.067551715367042,
          3.6720855387254683,
          2.0875803021136683,
          1.4991108374287396,
          4.132074670279307,
          2.672254832241794,
          2.186220897138049,
          2.0097853660292726,
          0.6122413788118172,
          3.281022770292356,
          3.629362793809849,
          4.879268774051196,
          4.874979722020539,
          3.264211193171532,
          1.5428695596472861,
          3.141889756491459,
          4.434152061972844,
          5.756392315801567,
          4.7114838105819326,
          3.3229174611979215,
          2.9709988536644074,
          3.659099874871658,
          3.3163890135039833,
          2.9552871582632645,
          3.688021902550263,
          2.924208906136638,
          3.2381074571153023,
          2.318307579487835,
          4.198266823818571,
          1.4654041882337503,
          2.9548500169384226,
          1.6776504174885036,
          0.9760475668583615,
          2.569648431115853,
          4.4638017510126575,
          0.8630288346157107,
          3.3336474652749537,
          3.8051815068006323,
          4.333607415586676,
          3.0105358972551617,
          2.564388369727998,
          3.4894142470078315,
          4.154983810627069,
          2.3507077634399938,
          3.541182748938432,
          1.054452843650841,
          2.418333652830334,
          3.147362616581212,
          1.727695704931633,
          1.0022803944359877,
          0.5434663501121523,
          1.931215428931817,
          2.5058446917030293,
          3.8704191984757657,
          2.461725339438909,
          2.1434338462675435,
          2.311644073487726,
          2.732267318499349,
          3.93718990882615,
          2.9229883102652616,
          3.9652150098998358,
          3.3705051155213197,
          -0.9928402437760033,
          2.8910717479555577,
          4.633637442719784,
          3.489189477573006,
          2.628001833847254,
          3.4057907112107397,
          2.2022160614447635,
          2.561306307440359,
          2.612794680217999,
          2.348571561071635,
          2.4209856307173387,
          2.938534012295205,
          2.2251283449946153,
          3.471192001277273,
          2.9907313795675803,
          1.347230669953397,
          1.9964321689912519,
          -0.20927484087242146,
          1.7878993180924967,
          -0.3295766976580657,
          -0.07110586963632762,
          2.3333604537316233,
          2.9014648203407183,
          3.5515563186853862,
          4.783534601164602,
          3.3593036850565916,
          5.590443299587802,
          5.617843546334055,
          1.6796790962700916,
          3.8137318815497885,
          3.389749296193631,
          1.844628053464341,
          1.2948982803281852,
          0.10775220681280098,
          4.639515266984997,
          2.1156259711700605,
          3.994454048780377,
          3.942431762117561,
          4.279350655020539,
          3.952136672418167,
          2.231892140594404,
          2.2278315012184167,
          3.0852981669681148,
          2.650286947050151,
          2.2733433728142476,
          2.3807743217795396,
          2.5688838984278437,
          2.087602056111812,
          2.1334910629703008,
          4.749894135554281,
          2.7202376309952028,
          2.4768934905711597,
          4.719055387535458,
          2.1611217390561137,
          4.960075013486988,
          3.629164175259894,
          0.22040030227952392,
          1.95321606875909,
          3.165752248871389,
          3.6825923231218782,
          1.5252298360957834,
          3.6789045054823153,
          2.339838543465251,
          3.322965728895088,
          3.4401475488135427,
          0.4963102107383028,
          1.994079806085278,
          3.425227107762856,
          0.9805046574920243,
          2.713791873406687,
          2.255952599894902,
          2.626716456837184,
          3.0291872491909606,
          3.0803586462805947,
          2.6227191302862267,
          -0.11770824052778689,
          3.418014804686783,
          2.2645537879608955,
          0.873226408401898,
          3.782092705175175,
          1.6806440298965126,
          3.27362785779059,
          2.5120105864757263,
          3.5419246094714114,
          3.3578460145359674,
          2.0341630793144185,
          3.4518740792925313,
          1.716308671842221,
          2.374536760926834,
          2.8027049697563333,
          3.2992630688931985,
          2.6473790403775856,
          3.3749377981954374,
          1.6549164178357958,
          0.15790781389301395,
          1.8277100221169222,
          1.9358300627091574,
          2.998299151255094,
          3.0085813108617736,
          3.9805078496602113,
          1.2658013945698103,
          2.7004567593836124,
          3.382982144534234,
          3.5774811252127523,
          4.203559071606405,
          1.5507484153104925,
          4.310480640149413,
          3.1542699356454196,
          1.9554188746357197,
          1.0354954046727514,
          0.9046950777804006,
          2.2056593407345146,
          3.086976165923994,
          1.2997585655115393,
          1.4681352015964138,
          3.795792539707735,
          1.787994980491939,
          3.951931934433898,
          1.9707951779802029,
          0.9175107395564494,
          3.188828120284659,
          3.485477163234117,
          2.2748124097540905,
          3.4891979082329962,
          5.654198718007455,
          2.7816361074998164,
          3.6204558190183533,
          4.839686549225352,
          3.753846952542856,
          3.5699668359102956,
          2.7138589684319245,
          2.913297107467181,
          4.125698385034202,
          1.8500943077621836,
          3.275432366585721,
          3.0006228547045795,
          3.6029454238800844,
          3.766077494177676,
          -1.5147841681044192,
          3.1143902798187253,
          3.3752142780666956,
          3.589582282005203,
          5.318645840779519,
          2.559033373301838,
          3.27187793951929,
          2.093543499865705,
          1.1993264907589656,
          3.1932102880263336,
          3.2622407215812617,
          3.0007771993152694,
          3.5422034569307757,
          1.087127527308269,
          4.601157497756194,
          4.718262232199142,
          2.74904132489302,
          4.5728651485927205,
          2.5457068307369504,
          2.7315720480836645,
          2.206149838327119,
          3.6777213439295933,
          2.545410476916129,
          0.6813794848515907,
          3.61698836899748,
          2.2108871653450644,
          3.6715650089384817,
          0.4138695334720239,
          2.6463033570510635,
          3.441151410428006,
          2.572597931103141,
          2.323474871987167,
          3.1936766535662287,
          3.044895163633892,
          3.181625631277249,
          2.3473232854450385,
          3.2732909945144666,
          3.660908851750417,
          4.011699127476059,
          3.4807295258440893,
          3.659056747757952,
          2.639407480233107,
          3.1976906629242032,
          3.21978544845802,
          3.6611716770941,
          2.694998431565388,
          2.6635798609825363,
          3.883024758814417,
          0.7513933626709963,
          3.0147669730767395,
          -0.057123045984572705,
          3.43535336603158,
          3.020205224901902,
          2.735804207492715,
          2.7684010142604905,
          3.384024896862825,
          3.888404811487499,
          0.8755302641261248,
          2.8462100266536856,
          3.630801227612035,
          2.9354976131892783,
          3.098684028640318,
          4.008232890642146,
          3.3415512764357582,
          2.2498419260396574,
          -0.2939062002456001,
          4.814492039378934,
          0.2263019188173254,
          2.9665342715302945,
          3.682953361978626,
          3.872621871542735,
          3.232818239066892,
          2.623073587655125,
          1.8252709090420802,
          4.970338008452092,
          2.5053260777618633,
          3.39325605722874,
          2.164122224286993,
          4.179676388723332,
          3.0921563570462864,
          4.304013607348501,
          3.7437172230739124,
          2.5626380802155557,
          1.9333499662416902,
          0.20689991880663255,
          4.043473320088478,
          2.063230034068921,
          1.7209347497102532,
          4.259049447452579,
          3.6886390346064752,
          5.050779074397566,
          2.5806203632987903,
          4.975299759222265,
          4.2073625795562215,
          3.7634480911894994,
          3.1077305029810143,
          5.480779497238305,
          1.7553017442402663,
          5.097995916360911,
          2.464743434243269,
          2.405993546971665,
          3.159430786305569,
          3.3402419625943582,
          3.8404960513128508,
          3.048679009410527,
          1.1371791158869933,
          4.932390553985831,
          1.5077117129072097,
          2.008994205596506,
          3.2270636016479686,
          4.514553546207002,
          1.691351783473919,
          -0.27104101325960994,
          5.175727323864579,
          3.841295933331858,
          1.6277950990395798,
          2.5445910686319926,
          4.777492775175361,
          2.149008274519237,
          0.3056370398205029,
          3.812983977565457,
          3.5725715620355722,
          2.7744547011743577,
          3.325272935121938,
          4.590568425802163,
          1.788260779574853,
          0.6269095796311971,
          1.886162359268813,
          5.211015543970119,
          -0.3126405480205344,
          2.6091104320442224,
          1.3624511354707443,
          2.3390331906689066,
          3.329200687133411,
          2.9474756650565874,
          2.3732278701589595,
          2.0803079135174967,
          4.458475042783446,
          1.2759289162493441,
          3.1918479509209816,
          3.0249065277064244,
          5.129448181466508,
          2.511212013553459,
          3.7702575710274804,
          3.207327622910064,
          3.6760135212751757,
          1.4163798715247735,
          2.3265045037448777,
          2.259509519594065,
          0.3915581116034535,
          2.8000998957091165,
          3.395478524323782,
          2.751679044503191,
          3.4795285320127416,
          1.4211558625567902,
          1.6981276007166002,
          3.997950316282057,
          3.5939684947416857,
          0.09563621415181521,
          0.9330639766106276,
          3.2584052328430375,
          4.219247596270189,
          3.6865035199203593,
          2.4724740423690124,
          3.8423766724866617,
          3.5151952710224577,
          1.9891400598038789,
          3.880929742043101,
          2.8537984419369256,
          4.433476477521566,
          3.7864269408488873,
          -0.20445413653818975,
          2.2435667024845833,
          2.956361208276409,
          0.5210242514874328,
          2.4586852672590873,
          2.190388246214464,
          -0.19058245795185424,
          2.056050468350421,
          2.272549290315957,
          2.686905897751788,
          1.5022658286558228,
          3.4449650985247136,
          1.2908604754513697,
          1.4513529590863465,
          3.2235699217293234,
          2.226788735491669,
          3.549041848848102,
          2.162424198520678,
          4.7097730899780545,
          1.3200055192448406,
          3.287121952008076,
          2.04313120598587,
          2.617937177259539,
          0.9062396810980025,
          3.72957083234618,
          3.534916100544235,
          1.9522817565843786,
          2.787199797888998,
          4.569339143194406,
          0.1986913278282578,
          2.998037878616072,
          3.4724676529022624,
          3.0944826139552077,
          0.7555271842022171,
          3.0903690742008374,
          2.690099576222769,
          2.903133265368309,
          2.660708670593371,
          3.414148821598046,
          3.4511003900350743,
          3.5431748241479504,
          2.543130011407878,
          3.8178810538294785,
          0.2148473965242189,
          0.3981378680868334,
          2.2833729916642245,
          3.9602054048466875,
          2.3666269021769626,
          2.426909989760746,
          3.9982422504575914,
          4.217792959493248,
          3.610295153122917,
          -1.2526318378118055,
          3.0312176972865914,
          1.8561309656271727,
          2.5136187604866636,
          2.5419851873476023,
          3.7867460006665254,
          2.4632644288170824,
          4.448761020429296,
          1.789135462577264,
          3.5901447519689627,
          4.193545273671584,
          4.614198304061077,
          2.6195212174000537,
          3.025600781871573,
          -0.7712790561815283,
          2.415304131929347,
          4.095161355550515,
          3.739475946030132,
          2.5372784101485273,
          2.0427308404034497,
          3.3032333693980314,
          3.4527897287878675,
          -0.47940247815581255,
          3.231306128705196,
          1.0378424599261051,
          2.125342591153043,
          3.557032277632859,
          1.8623351831608443,
          1.6502332366355896,
          0.8282983820329025,
          3.4523131967768994,
          4.372652177615919,
          2.6278115240752196,
          3.994193099176318,
          3.5522507105947265,
          1.9311758010528075,
          1.7937124299375664,
          0.9737394908875159,
          1.528485764542094,
          -0.2781525964900075,
          1.6533590319088487,
          1.4437841472806787,
          0.29822231245288416,
          2.1326380886499816,
          2.8564076190001892,
          3.957659222394701,
          1.5119039406071788,
          3.5075358544057984,
          3.839585696823741,
          3.31486405819919,
          2.7070601994798826,
          3.1794393023547887,
          3.905082957406276,
          3.8845124787006218,
          2.7728994040488857,
          2.4036072466854956,
          -2.2029366058843927,
          1.1413824950877434,
          2.73510458425105,
          3.3343581680144174,
          1.6506193095878265,
          -0.8279276669560285,
          3.4310409817269667,
          2.779120840462104,
          2.5243888018443066,
          2.5314964968496243,
          3.047160514388872,
          2.4166271939086497,
          4.042388159221201,
          2.817476042374102,
          4.368755203560477,
          3.2449929462380602,
          3.0623957889439426,
          3.065598488667375,
          3.4020088560065878,
          4.7046871466161875,
          3.950424810961814,
          2.105488926830333,
          2.443381666736568,
          0.429717773667717,
          0.9183082687988355,
          3.1348779621429372,
          3.9990674788407836,
          2.7727727148181125,
          2.7713662200430695,
          3.137016383616132,
          3.235693685963863,
          0.8640226945650015,
          3.049047557841486,
          5.462007094066051,
          4.1564268758682505,
          3.6565712036065756,
          3.8130889785469715,
          4.405608019505949,
          3.730034051868139,
          3.834496860903293,
          3.555525001858078,
          2.9736902701856875,
          4.258725823452119,
          3.447464174446294,
          2.5761709178401047,
          1.1156566180415757,
          3.4066632008657316,
          3.7058630331989852,
          2.880246628513239,
          0.48354548157186694,
          2.854660409530522,
          5.931876682548757,
          1.761155851969681,
          4.286306828094826,
          2.3519485668412687,
          3.1347682842775,
          3.344023966049178,
          1.7854579324049824,
          0.4176019770347644,
          3.698471392905163,
          -0.6262086280243429,
          3.76313939410653,
          0.6250701674388568,
          3.4567094894901906,
          2.010484896901682,
          4.1167859117776,
          4.690957417474237,
          4.287071743253977,
          3.2999681717392004,
          3.833878590404739,
          3.9206116491431366,
          3.5787329596529203,
          3.797825391067136,
          2.8971629210294587,
          2.8364545738010656,
          4.657898391951639,
          3.4218484605383437,
          -0.24084297581244046,
          1.7651865103056616,
          3.4209805338053987,
          3.4102070147436283,
          3.885662102567365,
          4.205114959196386,
          3.419091830907582,
          4.070013994569132,
          2.8887607167083122,
          3.9993072044975055,
          3.3105426321070004,
          4.309998018672461,
          4.6498380415727025,
          3.2275426714895534,
          4.228909377495141,
          3.3556877317688256,
          3.3248399274794793,
          3.500235728887125,
          1.2283649709726625,
          2.6604554340161513,
          3.5214486399772564,
          2.7985960318698284,
          0.45954052825312997,
          3.5432676966135577,
          3.6882837320980593,
          4.260506740907627,
          3.8484491362686897,
          4.202896572076629,
          5.382430404138317,
          4.501987486101947,
          4.4568379095882245,
          4.378814608045837,
          3.8690220909841235,
          3.915124795232612,
          4.073763158336975,
          3.7521662885504825,
          4.410250150414306,
          2.627521601118011,
          -0.3399913415339816,
          4.020345602986455,
          3.945929194094369,
          4.976101180827133,
          5.037682661525092,
          4.681725900924214,
          3.6998921511691183,
          4.487494194066581,
          3.81072218834524,
          4.153946222389341,
          1.4606595061412382,
          0.997218676964266,
          2.4520539215149726,
          3.286193391566092,
          1.7481240999452419,
          0.3307344018750671,
          3.1360577232580114,
          1.3953971677137522,
          2.5943842945657183,
          2.81710739834614,
          2.030442717002528,
          3.081986298743507,
          2.4681741971484326,
          1.3789165407821122,
          3.1435616953692795,
          2.821457308694326,
          1.8501789890676321,
          3.221234686127727,
          4.556395447633109,
          -1.610421284473063,
          4.005903922625668,
          3.0016227069523036,
          4.444456102090915,
          2.9273121984874657,
          4.114846720756824,
          3.1853394468728333,
          2.3000503628964664,
          4.020707299538793,
          0.8803094746729933,
          2.3196525566565915,
          2.383002962409994,
          2.102603868964281,
          2.186863870562816,
          2.3349694327369703,
          3.7032580067347554,
          2.4134546284047578,
          1.7370120842621561,
          1.8561326267428069,
          2.100048886893794,
          2.9431650859887957,
          1.1924167792690938,
          4.0665703071286305,
          4.764339460297843,
          3.904311890204599,
          4.444137309946791,
          -0.5814547816277923,
          1.5336535841260848,
          0.7629261066515677,
          2.505373955468564,
          3.3723959754375104,
          1.806773560840467,
          -1.3855823857608796,
          1.3942965995632963,
          2.778046121958674,
          5.077751068302606,
          -0.9458749978423395,
          1.853592109837273,
          2.2593430815017697,
          2.9555462874253915,
          0.6736896146877557,
          1.2156491645709266,
          2.5227990012974137,
          2.436835996554663,
          2.399293791382231,
          2.5633926909290836,
          2.4128346913932184,
          2.306672522684306,
          4.012397571940548,
          0.06640624966028642,
          4.812795369786412,
          2.039447401995902,
          3.051271572031448,
          1.712109802155237,
          4.794412317391881,
          3.2074921441870385,
          1.9575881804076687,
          2.700291750638015,
          -0.6578949362397694,
          2.525559858786787,
          1.2476239428400206,
          0.61842818877708,
          1.9751115259615828,
          2.8535814727682207,
          3.033379520514394,
          4.280201553896186,
          0.6619501036198542,
          1.4910319778810017,
          3.166307340620436,
          -0.4224393421499577,
          3.726086782249722,
          2.7159097621775548,
          5.081440826138947,
          4.0012466684142645,
          3.6062367260290875,
          2.5644468992863403,
          3.3602266240216316,
          3.5518892076607274,
          1.1676514723089493,
          2.150787261499929,
          0.5049052852537734,
          4.081901817617905,
          2.3148098720828942,
          3.691403083761899,
          3.3169612610040966,
          2.0961725145603896,
          -1.383510999969839,
          4.520540295596105,
          2.632065840141781,
          2.429871494137981,
          2.9267786919977152,
          2.3812421161903092,
          4.20286298259466,
          2.4877134868156343,
          4.152733375771715,
          3.4841598278192727,
          2.6735614104870065,
          3.4472671132592354,
          2.3709216986110175,
          2.5202237214161745,
          3.4568565832847553,
          1.5366838996565675,
          2.798115468793575,
          3.388518488530432,
          3.559293772864968,
          3.428104906043252,
          3.8318528019888505,
          2.0619519877723707,
          1.041350618507562,
          3.292017614867083,
          3.3356494798669174,
          2.8326731876901987,
          3.6031726899142393,
          3.170317063131166,
          2.813173425369834,
          3.2407756109170336,
          1.9910816716777426,
          2.060753837523511,
          4.07451269335146,
          2.930317506025588,
          2.842618321051336,
          0.7877207256104022,
          -0.6974023456003207,
          3.889246230006206,
          3.785119289337176,
          2.5407862487674087,
          1.47772425070798,
          3.4028207570577558,
          1.7405676076684187,
          2.703974458657554,
          1.2486751526191364,
          3.615218325176756,
          3.8127059033316373,
          1.468450301512303,
          0.6764199970045014,
          1.463416380652654,
          1.7269535128429578,
          1.5864469732519413,
          0.7753416592466018,
          4.653184121808132,
          2.204112322372398,
          2.7192801144296843,
          3.644059729942806,
          2.4330787409275247,
          3.375130708487197,
          0.16729889057935504,
          4.018460711958096,
          3.2264127496319883,
          2.4622091814002385,
          2.0013777577313685,
          -1.0889232495292032,
          4.3913792407372965,
          2.7939752343003708,
          3.174189229364121,
          4.472026840156696,
          3.973827004906543,
          -0.06051666701864026,
          3.310314052215031,
          2.148158635818382,
          1.5587392765619912,
          3.666395873761389,
          3.239423592742078,
          1.099018653950499,
          0.1432520745777762,
          3.2939268687861096,
          2.175700408447476,
          3.671660364785124,
          1.6169490937629272,
          3.3592946638760854,
          4.614424467999475,
          -0.3830881751486716,
          3.580271080325508,
          1.8614154970553631,
          1.0824767988582744,
          2.4026170406022436,
          3.887238941633107,
          2.3441159326394065,
          2.4523511921502674,
          3.6582044303894796,
          3.38219876900617,
          3.3350876292413627,
          3.2282966802048993,
          3.6830358140051955,
          2.79972313883779,
          3.749071562789631,
          3.828365543732269,
          1.1352200930998095,
          2.713689939229955,
          1.4186979650045934,
          2.0876019792328258,
          2.5109878602260762,
          4.606891660283419,
          3.005453843570238,
          3.8319809422782405,
          2.592540718030455,
          3.7545755295541743,
          1.285401181306427,
          1.8834693658180344,
          1.8203414248127787,
          4.383475058187825,
          3.8207343070629567,
          3.769743654106127,
          1.817358563941443,
          3.013697610355653,
          1.5882403615229401,
          2.663037684654379,
          1.7505260007792651,
          5.303453429885899,
          3.0701260276536977,
          3.6763501360856674,
          1.7267037393089781,
          0.606460638088779,
          1.338516215864244,
          3.5631443016661146,
          2.4552841321772845,
          1.9586656770708313,
          3.3605658962639477,
          2.9095268148507043,
          0.08072691377116004,
          3.8183893613464455,
          2.6909541329387014,
          3.701897913614877,
          2.5091506498224563,
          3.8663054872341194,
          4.789444243759203,
          4.41262690545378,
          3.9441391779165,
          2.7038366777383285,
          4.241305451688312,
          3.7833738566350523,
          2.6278227133742944,
          4.428353164813663,
          2.9465817501200546,
          3.674072044747658,
          3.1252742475395765,
          4.396513505026357,
          2.02723980297645,
          3.9235459876740357,
          2.7051545792409124,
          3.7623518916948955,
          4.129846890471698,
          0.14630717009229066,
          2.19039005002748,
          1.8878636413407166,
          2.650180232388223,
          3.723171113384264,
          1.8432296716180192,
          2.4997285181210938,
          4.4743837785829,
          3.1513750917166634,
          1.700240930640421,
          5.0321792080245675,
          -0.030077814128046724,
          1.3084298896324622,
          3.0595539755448584,
          2.853152101456981,
          3.484366706627844,
          1.3852160401786888,
          2.4369266193662287,
          4.353671018241745,
          4.736946599028009,
          4.555767922621114,
          4.154054061782636,
          3.245030488408265,
          2.320191623032868,
          4.685395787926587,
          4.071982238137118,
          3.293772469030841,
          1.936303465123335,
          5.3084590659837785,
          3.5648694728683203,
          1.0449445360565968,
          1.838789105154377,
          5.542372854610448,
          2.102805421730252,
          1.7042263365843453,
          0.3311504017833239,
          0.9336655027533738,
          2.843073834890792,
          1.9034729819730376,
          2.862499347347294,
          3.135191881633661,
          2.243020134093295,
          1.9849823296077556,
          1.578137362398651,
          4.266796326024732,
          3.1720480294000413,
          0.023815234146794064,
          2.403794861379744,
          3.2020804407149015,
          1.946256735661337,
          0.5320944456841489,
          3.837365523984286,
          3.927187141160459,
          3.510690149282995,
          1.603621783001018,
          2.463581588991909,
          2.0995197982109515,
          5.0516715615826255,
          3.980825633300588,
          3.8758008929832433,
          2.6577112582560094,
          2.430784459364748,
          3.346790847479484,
          4.230365024858696,
          0.601483148718023,
          -0.2503883343514079,
          0.18530960900597812,
          0.13767842396351723,
          -0.3032507095772998,
          -0.16987733508111555,
          -1.143620792494782,
          -2.4755480963818575,
          0.08428431749463337,
          1.7306480606861383,
          -0.9365963041805287,
          -2.453664691392722,
          0.4841641836850785,
          1.6221026789070312,
          -2.8265344606315947,
          -1.0301205751485758,
          -1.7672834941178126,
          0.8061246119660905,
          -0.045554373081624064,
          -1.3011002276695014,
          -1.3912537786211643,
          -0.7882960788463992,
          0.42367168714337994,
          -0.7357897330137093,
          -0.8457345015054594,
          -3.0228336284164987,
          0.6321150570618047,
          0.6982838709692455,
          1.3066690267683978,
          0.1512628134584294,
          0.6152482818341777,
          -1.2592614136660993,
          0.3930720709704264,
          -2.949258867111711,
          0.22802253695439842,
          0.6973197138433938,
          0.5887348323519341,
          -2.2897239093620425,
          -1.0213090006400434,
          1.6944991313691673,
          -0.8607120240499601,
          0.579468446732282,
          -3.5067105630319473,
          0.47702426748505256,
          0.36367334822774516,
          -2.3398374946789207,
          -2.6784957329233126,
          -0.010387419973538778,
          -0.03698313168412535,
          -1.2495274113025219,
          -1.7232002006876193,
          0.26817377792177316,
          1.1642673751667432,
          -3.117632388528519,
          1.6402750791368392,
          -0.8576189864836363,
          -3.7111130294433567,
          -3.0375921135978277,
          -1.3486511001710242,
          -1.8558935230192306,
          0.38202803143200775,
          0.5258284532820976,
          0.545804036509843,
          -1.0602210479287364,
          -2.2871756664525758,
          -1.196608386830886,
          -2.7607413950905215,
          0.8944152227861057,
          0.13284245188056706,
          -0.08973927090660636,
          -0.640897037037286,
          1.0560886208222193,
          -3.8155153400148194,
          -0.9081508370496104,
          0.9573629908827007,
          -0.23152090498724234,
          -0.030262165759150233,
          -0.11107348438992844,
          -2.8152520659545095,
          -0.3054053232248222,
          -0.1121665558038301,
          -2.0794984850344584,
          -0.8407649249436685,
          -2.728854745833425,
          -0.06625996211271239,
          -2.769351704682765,
          -1.3050609193840164,
          1.037099280022027,
          -1.3600478203396968,
          -1.7435497988320638,
          0.4399758872282237,
          -3.819180060542625,
          -1.9219497673868466,
          -0.009355857888948714,
          0.05863465150714937,
          -0.5596420555396798,
          -1.6395789120860162,
          -1.0007072003308992,
          0.035080667017040185,
          -0.045287357565544806,
          0.823848969360339,
          0.11264716434533552,
          -3.660296578207594,
          -0.9263057254731,
          1.1311271992727225,
          -2.8881793667479867,
          -1.2825362882518077,
          -1.26350530862808,
          -0.10882842292232182,
          1.009425590470746,
          0.4239070137255762,
          -2.7957771205477377,
          -3.839962403904444,
          -0.6580242979218807,
          -2.508791982835521,
          -0.20237726819573423,
          0.042853607386174886,
          -1.6391020250607087,
          -2.27910049431931,
          0.04729853743697904,
          -2.640551311206001,
          -0.025420762428734128,
          -0.2833254383552053,
          -0.04037636292750785,
          -0.37022760790506754,
          -1.6025548092173114,
          -0.7667489529810354,
          -0.5098731903884874,
          -3.920070295138897,
          -1.050155585758227,
          -3.4954062633134635,
          0.04265770189921447,
          -3.6230506517110665,
          1.2452804115105458,
          -1.0186201943778137,
          -2.5085534347780594,
          0.9709147325977291,
          0.6976306549854155,
          -1.2089587077964565,
          -0.4481415074982752,
          0.28894549038118583,
          0.19195629660065566,
          -0.9229696055022978,
          -0.560533683290707,
          -0.18956663861297676,
          -3.9523168698593527,
          -3.083210561361742,
          0.5654516644561218,
          -2.727187550938204,
          -0.7758176052502637,
          -1.3868284110231281,
          0.863572406792734,
          -2.9806804683394974,
          -2.066807325210265,
          -1.4774846308886123,
          0.5447459551369922,
          0.2685716031326387,
          0.7957440301351534,
          -0.601482912386594,
          0.33514675167745545,
          0.21864241225096476,
          -2.8333475409516504,
          -1.2217672961670178,
          0.07282799283050152,
          -0.08555958512353436,
          -2.4648501594633476,
          0.4626527655431148,
          0.7265250853497526,
          -1.0261297624648615,
          -0.29854048381244586,
          1.0559904683819323,
          -0.10769523000980888,
          0.819162619186453,
          -1.5108214815476289,
          0.06168484342424136,
          -1.0670047140789511,
          0.6478618944418773,
          0.2747715846810216,
          -0.20049649627752528,
          -0.8206888365052832,
          -2.809411014886888,
          -2.8880798695636845,
          -1.3490507210568303,
          1.5666637517276891,
          0.10601204453389572,
          -0.40293321690740863,
          0.3823612320975434,
          -2.4938239019837143,
          -0.6055292282095547,
          0.17368434459896911,
          -0.21572198113513677,
          0.1839532982836159,
          -0.4104499323174986,
          -1.6848429283676236,
          -1.6555254467121072,
          -2.1985992544296926,
          -0.8056756562309141,
          0.9278369515682138,
          1.268368801610319,
          -1.0648976485725554,
          -0.4857667402120095,
          -4.3329883113238,
          -1.0843087078505789,
          0.9652061728173572,
          -0.7081816529339112,
          1.4955433273773244,
          0.20257490031257244,
          -0.5887715354825335,
          -2.4862191192381915,
          0.5359078979781174,
          -0.14887764987173102,
          0.8737602105380068,
          -1.6713596659061483,
          0.7062409628671499,
          1.2371991712667456,
          -3.412929617734173,
          -1.7497301731202957,
          0.36189829832536097,
          0.502953625358136,
          1.3875024308549473,
          -0.6799691160701068,
          -1.1430189224959935,
          -2.6862030523900997,
          -1.256608085635766,
          -3.729732886814187,
          1.0659708828186936,
          -1.313025821466198,
          0.024309564266652085,
          -0.01936104502951374,
          0.8548852414454777,
          -2.156979144025176,
          1.092696397914763,
          -1.159781429010769,
          -1.6637897139423414,
          0.6876804328742212,
          -0.20901483046584873,
          -1.6530262835434486,
          -0.5626614753389145,
          -0.10901038919059206,
          -2.739111854985862,
          -0.4250100505772635,
          -0.5007408487654631,
          1.2219290486055878,
          1.1645385555327528,
          0.050933943139218084,
          0.3056527073922211,
          0.26190702783521747,
          -0.3119570841247893,
          0.9991742972851558,
          0.7366958338918926,
          0.5314436832038882,
          -0.8027163947984405,
          1.758428595420701,
          -1.6017908915918342,
          0.5424163606389554,
          -3.1414616371900737,
          -1.9193108983479668,
          -1.7807966653516132,
          -2.2900667236252725,
          -1.8456269795374416,
          -2.748921111128686,
          -0.18596119933321906,
          -2.6090080325959186,
          0.034078091807348145,
          0.13618002710339422,
          -1.234068935297994,
          -0.4330189148884175,
          -3.5653359021427917,
          -3.1057691154429357,
          0.485117185695806,
          0.8417368892208004,
          -3.112724220317753,
          0.41155769185470614,
          -0.45182839528253044,
          0.9862426516871033,
          -1.0284568261245934,
          -0.8370035559898891,
          0.3078974352509109,
          -2.629884492195836,
          0.2252908036437458,
          -2.526017954606761,
          -0.7720120952195721,
          1.000275750008499,
          -0.12299820783233355,
          -0.00017679854264173478,
          0.0487424448388392,
          -0.38987269121383344,
          -0.9227623506559712,
          -3.6512360070960743,
          -0.4959854264775051,
          -1.0936128642295129,
          -2.3531618478002048,
          -0.6623676859405102,
          -4.478978630510075,
          1.8995603550692495,
          -0.5091125443171096,
          -0.5237649076226744,
          -2.8961201042130256,
          0.7300988765497359,
          -2.807504473535454,
          -0.28919103631744025,
          -1.1729653667198958,
          0.21655269186409665,
          -2.8894837708387686,
          0.2574521442559411,
          -1.639513591331582,
          -0.6985392537243735,
          -3.656261521115292,
          0.4094044455623511,
          -1.9010793856425177,
          1.853036053264792,
          0.6161443538321439,
          -0.5451112664165163,
          -0.8271726265188201,
          0.9961979110088218,
          -1.6637579044612936,
          -1.201318216931275,
          -3.5458708000993586,
          1.0015685664757263,
          -1.1260293468144589,
          -1.514478708258168,
          -0.047748188987881336,
          -0.711225936335717,
          -1.5031234797900046,
          1.6274357661206311,
          0.7205697505514644,
          0.7834833678522679,
          -0.5016883409918248,
          -1.9172684594850857,
          -0.5178317077932508,
          -1.5535684181553802,
          -0.10397757517195984,
          -1.2985905248892387,
          -3.9039285057533375,
          -4.041239172766842,
          -4.831883947252884,
          1.1876028881117873,
          1.345362999270674,
          -0.29747215327320886,
          -1.5504256816422333,
          -0.9468150822153689,
          0.14543246470800625,
          -1.1404678361688674,
          0.8180970004669054,
          -1.4939714927612329,
          0.33587743661046704,
          0.7814165566315046,
          -2.068811185725405,
          -1.15183488287536,
          -1.3739643992985,
          -3.8153631031504927,
          -3.4656961796360144,
          -0.4196605888347147,
          -1.386428535287918,
          -0.4270423321782874,
          0.15809531095044252,
          0.27255224516524995,
          0.8307327808411801,
          -2.4016636095379287,
          -1.0356006597273912,
          -1.0151702080090566,
          1.1438788148400398,
          -0.9667571121574231,
          -0.40996859107404415,
          -2.332699888394244,
          0.2502409761954998,
          -4.012416367664721,
          0.6619895190351457,
          -0.1462191209210544,
          -1.482307033444447,
          0.8635839727269736,
          -0.9541142668953148,
          -2.333883458017621,
          -1.2950833427587016,
          -0.27243867581806563,
          -2.6447243486964545,
          -0.37308961830563847,
          -0.45230880403121987,
          0.06846535572365836,
          -2.0534188908532824,
          -0.017417857322913767,
          0.12119003451191637,
          0.13793744268293942,
          -0.39005561241379166,
          0.545966388896376,
          0.5598437067319706,
          -2.8451497833387442,
          0.5929387942486583,
          -1.7017271272346264,
          -1.6678247449208943,
          0.46356266777989646,
          1.243603195607112,
          -0.588896622387032,
          -0.3137373244038768,
          -0.8027304868780727,
          -0.6709958592734624,
          -3.628563572370585,
          -0.3222380743967129,
          -0.4881301342569477,
          -0.13809140300689782,
          1.3660568402554298,
          0.9175551548549037,
          -0.015168483432267298,
          -1.0429204911605314,
          -2.208438029185233,
          1.1417991287054359,
          0.39289294498808075,
          -1.2376881982858239,
          -0.8936545817772966,
          -1.9785806175155722,
          0.5942533329034155,
          0.7111174821218803,
          -2.078690114752071,
          -4.839695212641648,
          -2.5734356415669315,
          -1.3043072466598327,
          -4.434524702559021,
          -1.9321255689312269,
          0.7160065816501795,
          -0.8018970650596375,
          -0.8611640781871012,
          -2.477562202637144,
          -0.3248564393128058,
          -2.058833823746124,
          -1.6316558131455798,
          -5.220208773673095,
          0.05030799641276668,
          -0.40686423970763014,
          -0.8290476680166379,
          -3.10775430894358,
          -4.284043252904931,
          -1.2985239539646019,
          -2.1256924451860564,
          1.0361725655028606,
          -1.2981284455943418,
          -1.1820742073795232,
          0.20818192097749194,
          -0.7230674077840595,
          0.1915439548048417,
          -2.2418670996285797,
          -1.717868496154799,
          -0.5928596352312547,
          -1.361803601483324,
          -0.4175250264135609,
          -2.295919789387619,
          -2.319644692534228,
          -0.6443324117373889,
          -1.192090983640519,
          -1.4703018489278805,
          0.372086111799795,
          1.0894663395232742,
          -1.1349034495218342,
          -0.10378397488323743,
          -1.4986858037921633,
          -1.1394243664428545,
          -0.7981610672267017,
          -1.1547798305085708,
          -2.782706282657667,
          -0.5202939494711385,
          -3.6848550240137237,
          0.3895763455504761,
          -1.1709797041177783,
          0.9420370580621976,
          0.33934836584613387,
          -2.6836076669567044,
          -3.8308158562948,
          -2.3627615287058634,
          -0.945104217520929,
          -0.27829061345158485,
          -1.9677212816663199,
          -1.447889766688747,
          -1.859881573005004,
          0.021467976587812437,
          -1.7105950903724776,
          0.5830928190043584,
          -1.1823339224288778,
          -1.2121410350045114,
          0.3181287630650924,
          -3.607067411024958,
          0.0018820469128671428,
          -3.0572745098449756,
          -0.15428643574100548,
          -0.1431874337281015,
          -0.8147626430600369,
          -0.855694131757733,
          -2.7444563137960327,
          -0.03693226940361658,
          -3.0502241117885185,
          -2.1059109130305447,
          -1.5271234284108823,
          -1.2636841577054312,
          -1.4797168124096494,
          -4.139548245629101,
          0.2787521698172677,
          0.7689351841441544,
          -2.532545250378284,
          0.0680811534015574,
          -0.6105989955404713,
          -1.2599182997237555,
          -0.6218824499315201,
          -1.4317269928950767,
          -0.9502409188273407,
          -1.1968902616521737,
          -2.3582927652942844,
          -2.244623032379667,
          -0.6190208082597674,
          -2.50505221971393,
          -0.6791715282891756,
          0.37815981750677424,
          -0.6206121390102008,
          -0.6982243514241881,
          0.1637409827692879,
          -2.958965455547052,
          -0.7815538335091405,
          0.3078188988248371,
          -0.35224733035920813,
          -0.4870824215387776,
          -3.746646035379392,
          -3.2501932412269223,
          -3.1493817657586507,
          -1.1047682102062795,
          -0.80122653172595,
          -0.1667015283289419,
          -1.0781982604183122,
          -3.6269162319584285,
          -1.310849539237264,
          -0.057923670305243855,
          -1.2995275760292397,
          -1.5141979369100558,
          0.38054132271154806,
          -0.5093469625709766,
          1.091151821108502,
          0.3016206356583063,
          -2.226876831629582,
          -2.600416543517097,
          -1.048770699934411,
          -4.048462912239643,
          -1.5464046314119315,
          -0.9225929966335635,
          -0.28970091068484327,
          0.45260145363585136,
          -2.3413322279036732,
          -0.5960054788449531,
          0.3058803440304625,
          -2.94338409565381,
          0.10196372646744851,
          -1.5554397206854214,
          0.04360600875605724,
          -0.8564200075773322,
          -1.0859261217325813,
          0.8543224958605384,
          -1.7361145121234005,
          0.40737467400221433,
          -2.982470296968621,
          -0.910141893163498,
          -1.8436040065990698,
          -1.1773464378138372,
          -2.2152908400697595,
          -1.676570562520345,
          -1.643363868585246,
          -1.7461245213869976,
          -2.4449022927599158,
          -0.8824944598524395,
          -1.09905649842372,
          -3.7277757255960857,
          -0.6425245181346365,
          0.13172316662278064,
          0.5598220005851279,
          -0.8845565890285403,
          -0.046749241102035106,
          -0.09521743268668803,
          -1.4158744503058331,
          -1.284305081231827,
          -2.315009305553254,
          -1.3975788961505045,
          -1.25793258235579,
          0.7404991553749299,
          -0.43115677089845106,
          0.26942425093004874,
          -0.26344882782115814,
          -2.410610442713569,
          -0.28217295489934624,
          -1.0671182821392533,
          0.6766664142787198,
          0.4501325105730339,
          -3.410253677954285,
          0.45077486923600485,
          -0.4196840216615619,
          -1.994267408616843,
          -3.9365574354160935,
          0.1367521426325546,
          1.0637954239592418,
          0.8678684477344514,
          -2.7804432774508894,
          -2.6494925024983167,
          -0.5787893769487324,
          -0.08507267281295375,
          -1.0240409968951256,
          -1.2043482576464801,
          -1.1064091561685547,
          0.31469948009587706,
          -1.058245817494764,
          -3.055820791108733,
          -1.1236393027021516,
          -0.7733228416721806,
          -0.7308698574908802,
          -1.9719363372161545,
          -2.1699877549924405,
          -1.3435478688841564,
          -0.028132233031549308,
          -0.5497978592623338,
          -0.7730120818490298,
          -3.4194417464806515,
          -4.4255707645391,
          0.1269708198232519,
          -0.6474691485539004,
          -0.24060723120044555,
          1.740814149891674,
          -3.768316125287859,
          0.2082818926972386,
          0.7736539847595711,
          -1.3895645980802267,
          -1.6490407357681114,
          -2.28858177247779,
          -0.7122446957428593,
          -0.6943520754301726,
          -0.9256833914886416,
          -1.1045370450441994,
          -0.08382786993306693,
          -1.235930267018731,
          -1.6537628461503204,
          -4.741741722230777,
          -0.4709753393726041,
          -4.615655181940024,
          -0.5370523211425773,
          -1.6174183369371578,
          -2.9060964763263453,
          -3.5056322380124967,
          -2.5449927205472314,
          -3.0018674196973567,
          -4.78921561256784,
          -4.3513838768992175,
          -2.3899042321215926,
          -4.016886815228271,
          0.33598350686614753,
          -1.3015238765254484,
          -2.6180129790747304,
          -1.884508330684587,
          -0.007005998878460337,
          -1.4968260351362073,
          0.8162784736906112,
          0.49091018242940915,
          -0.9509645247593027,
          -2.5776085647395237,
          0.6863913586643416,
          -1.400579228019331,
          -2.382596327264777,
          -1.5258203311237384,
          -0.19785565066035288,
          -0.405186425946894,
          -2.2104600134716264,
          -0.8424972255889691,
          -2.576429390441865,
          -0.8345184472603813,
          -3.3060451081935858,
          -1.0610649938578123,
          0.7748945915247566,
          -1.2200972215998647,
          -1.8494507589885432,
          -1.7700224149001862,
          -0.9036153621923445,
          0.5764111035053389,
          -0.6433562981099646,
          -0.037427254397131314,
          -2.3729474831292525,
          -1.1126633211557977,
          0.5452197457451223,
          -2.5865411585741565,
          -3.2034573660486543,
          -1.7189325361546568,
          0.2995781086233189,
          -0.9322503057961135,
          -3.624621538320895,
          -0.23891629861500388,
          -0.09205232958517223,
          -2.1879920199703546,
          -1.4493671651186446,
          -3.209959435543621,
          -1.270964184766711,
          -2.059244276906006,
          -3.8368884793227402,
          -2.9159520562747665,
          0.3511374145382349,
          -0.09427915666040113,
          0.9731727784589475,
          0.9563319509677656,
          -1.7136710663021404,
          -2.0550548973983482,
          -0.9996186026686207,
          0.5259760297980823,
          0.008695223586409456,
          -2.768427140007448,
          -1.7681316649654595,
          -2.4727806408287956,
          -3.7910107540123867,
          -1.2029709650188984,
          -2.5606003942485325,
          0.18240163504198867,
          0.002266124564233555,
          -4.403738953439669,
          -3.730436627343389,
          -1.2266434588545643,
          -1.2472606723789452,
          0.3364027984443714,
          0.04000108623292503,
          -1.7924795101554183,
          -0.016462306659476584,
          -0.1552172920258917,
          -1.2231433545655386,
          0.3746548456610466,
          0.3907827116527383,
          -0.7923284059053735,
          0.24037468139732515,
          -1.0164384240894722,
          -1.8668076167720888,
          -4.074308952528729,
          -2.0796771252613855,
          -1.9428291767828954,
          -5.397216125056483,
          -4.769707548272126,
          -0.932527526426028,
          0.9039220422269403,
          -2.3154836395536096,
          -1.1255741186061403,
          -1.0900731819734073,
          -1.3207865520995987,
          1.6057316098586045,
          1.2415483561436094,
          -1.8110442159336795,
          -0.3524364727570278,
          -0.7991983138719915,
          -3.840521959458933,
          -2.229375301019141,
          -3.421212806879577,
          -0.5899865773177826,
          -0.20125371001662196,
          -2.2906730180135413,
          0.22762665476613925,
          -0.4547958752840047,
          -2.9878363187552854,
          -0.6977758083886891,
          -0.6101235743625263,
          0.0882533203173461,
          -0.4805962445605534,
          -0.6781185939214525,
          0.6395740307408203,
          -0.1779134798286584,
          -1.4792800656887175,
          -1.09319671652254,
          0.6243167697454053,
          0.09921849237112758,
          0.9565316569772716,
          -0.6461808788586603,
          0.014920748541147668,
          -0.5428342242015896,
          -1.228631246126969,
          -2.2272560027093813,
          -2.485589849314956,
          -1.067698764688757,
          0.48042736681658643,
          -0.09196352009824534,
          -3.4537017505835923,
          -2.912813116314161,
          0.5364461268760368,
          0.011516479235622077,
          -0.791042165764965,
          0.6072422585678262,
          -4.159166386983887,
          -4.824903108440809,
          -3.3415692777413115,
          -2.184004457347654,
          -0.204480041969835,
          -0.4507746772952838,
          -1.538411348785935,
          -3.5534319545347293,
          -0.02231455574644094,
          -0.45278933967163165,
          -1.9180876604555097,
          -1.3852137392639838,
          0.3106679572388772,
          -4.742014768753883,
          -0.13857627732475528,
          -2.4785101552329527,
          -1.348132727029764,
          -1.8844366566660364,
          0.4129805057557067,
          -1.263361697071386,
          -0.7127140741361883,
          -2.2424945973963886,
          -0.9898469643571125,
          -1.582357108524966,
          -1.5032018925873916,
          -2.5619109567129277,
          -0.5168868818958049,
          -0.1703883573704465,
          -0.27233167291109306,
          -1.74237842439356,
          -1.4720865447027762,
          -1.8028085179128839,
          -4.519190410818284,
          -0.24786273410272538,
          -4.202695492762207,
          -1.4078526599708077,
          -1.8713070242752128,
          -4.890055502131888,
          -1.2089505189088907,
          -2.1702915891247487,
          -2.1679112312202258,
          1.2520472510260556,
          -0.26187151843550377,
          -4.813543413552047,
          0.5994179334621234,
          -0.30359082024652445,
          -3.1142909489090047,
          -1.1466062396064023,
          0.03468970343846724,
          -1.658698638675177,
          -1.650202289810823,
          -0.3501912265929584,
          -0.37585515932434055,
          -0.14059602669350502,
          -2.34614468710144,
          -0.7250189783050451,
          -5.115205019354463,
          0.15919722470376862,
          0.17733731685534765,
          -0.8613467306102505,
          0.15603570113882242,
          -4.324845907665431,
          -1.7690759903383912,
          -2.0892008567021323,
          0.8047543480252927,
          -1.970816666447685,
          -1.373114662591766,
          -2.9419259064583945,
          -3.961621308352291,
          -1.3996678566789291,
          -1.5607374597891892,
          -4.4320580250456985,
          -2.2253240397899168,
          -0.2563508368461226,
          -2.9192266491467276,
          -0.9924467981574802,
          -1.4826788823475747,
          -2.8879375467799844,
          -1.599566174385025,
          -2.4562997749092443,
          -1.1427335955097575,
          -3.4076226724035217,
          -0.4067056771386811,
          -2.384987152263204,
          0.2843583952618204,
          -2.175710030528867,
          -3.13044138062486,
          -1.6084940576806994,
          -3.7691220735608084,
          -1.2122456657970297,
          -0.1920412484332546,
          0.3552534518478285,
          -0.012842703811603505,
          -1.1439130082419036,
          -1.588773362602565,
          -1.1078148238586543,
          -0.270336455429056,
          -2.1005091289687705,
          0.3430620976930596,
          -2.2212254863895695,
          -1.0923685046388787,
          -3.947057278994144,
          -1.3640526931192376,
          -1.82375032195167,
          -0.6897393122366148,
          -1.322574648400395,
          -0.6041433996452792,
          -2.8214379557207274,
          0.05919356520593923,
          -0.2096478660629012,
          -4.104388093788424,
          -1.4768206169983138,
          -1.7408862416864124,
          0.13561496100533152,
          -3.6916320673920184,
          -2.202978629619501,
          -0.7827654544465638,
          0.9424125487469442,
          0.048305722913568466,
          -3.542704900411772,
          -3.4529716140763327,
          1.4655571478175988,
          -2.2726781571560655,
          -3.312536573049672,
          -0.5466150899865079,
          -0.4467781079739676,
          -0.9702601757478954,
          -3.077253971819629,
          0.35578047268526336,
          0.31550143678708886,
          -0.463559994023022,
          -1.5399737169909624,
          -5.175764101976965,
          -0.4963339966927866,
          -2.037701831260567,
          -2.3815037198717444,
          -0.2825516153416934,
          -5.657479723909068,
          -2.6713055375759835,
          -1.092392675908362,
          -1.8584948618500994,
          -0.39753484631865443,
          -0.25953013754366294,
          -0.6524724055309195,
          -3.2158499420635995,
          -1.5085835511302739,
          -0.5216668062118764,
          -0.9661077360133794,
          0.8956585187220835,
          -0.8580444203412919,
          -1.8730814568927072,
          -3.0534438101915513,
          -0.38912151444700704,
          1.3980269114626576,
          -3.522635034940754,
          -0.21443327011486643,
          0.6086541181873322,
          0.6165308082819214,
          -0.7751857074853882,
          -3.464312755719188,
          0.6277328544157987,
          -1.8346554934160073,
          -1.9903284755338122,
          0.3223259183085012,
          0.06000601867070539,
          -1.5289848929713568,
          -0.9530566242499319,
          -0.8374257575025109,
          -2.3438710792678514,
          0.2662197267030897,
          -1.2040963335752293,
          -0.6368293187225701,
          -0.697879145097734,
          0.7615261511982514,
          0.04589177644447557,
          -1.1660667002203289,
          -2.266811343889296,
          0.02125194105012206,
          -1.3572900376838555,
          -1.466466546412077,
          -1.3244883151981537,
          0.21877965008146405,
          -2.358087169265081,
          -1.5167502717300319,
          -0.516931078081784,
          -1.1306545780613622,
          -3.3002168726611263,
          -1.9470052992974458,
          -4.367937694626909,
          -1.2397221541705339,
          -4.187231000764521,
          0.36519222647960115,
          -0.7448634916262725,
          -0.6867477579413463,
          -2.0201749766644412,
          -2.7000475504075307,
          -0.3346095965915237,
          -0.3369938848071884,
          0.8851708791786487,
          -3.232098137404351,
          1.3918913394485783,
          -4.719322916770249,
          -0.29170887931256256,
          -4.311117428492351,
          -2.96740263431055,
          -2.1543953543609,
          -5.88514488919946,
          -1.6361899026331879,
          -1.0889992956865067,
          -1.3716267291511217,
          -2.5187479930288537,
          -2.871828188336795,
          -2.9833065102863396,
          -1.8830022690787578,
          0.2593387027006695,
          -3.4344399538394756,
          -0.8671189767037887,
          -2.619963507535897,
          -1.1281454178906096,
          -2.279874345275521,
          -2.7743979317247525,
          0.022198744877191492,
          -1.8531329560897334,
          -0.9001710108201336,
          -2.7654644674883855,
          -0.5173104181182843,
          -1.326437858971433,
          -0.872235201176212,
          -3.2952050289106296,
          -4.334664782098021,
          -2.997043350397464,
          -0.9064965748453,
          -2.6023309113893913,
          -0.6897294163686095,
          -1.4054499305683315,
          -1.2266855442688642,
          -0.8084507029660004,
          -1.3051235717429166,
          -4.175407507033786,
          -4.84833459541493,
          -2.3742955408638777,
          -3.641888199296812,
          -3.8505607479722204,
          -0.506320142956704,
          -0.1028295003346261,
          -3.1945627697597856,
          -0.6798616162559997,
          -0.9574563560791388,
          -2.503699247231175,
          -3.4413511140330253,
          -1.9651201395209443,
          0.17067099738799069,
          -2.508845684335221,
          -1.2967221875436585,
          -2.5281097945398083,
          -1.8960637687641038,
          -2.9700651822619375,
          -5.042323198109012,
          -0.21809058739815582,
          0.14865034274142894,
          -2.2973808367153823,
          -1.0782422964663037,
          -0.5003813735203573,
          -0.8938531666480396,
          0.19324987107755714,
          -1.572826391732057,
          -0.6837515448916428,
          -0.4630960618664089,
          0.48375944143063154,
          -2.1695879165155474,
          -1.3916046109781446,
          -2.1906572209694426,
          -3.7243425892792037,
          -0.7757183081259371,
          -2.591503560794526,
          0.1869593438018213,
          -2.2029549285631194,
          0.30658895699214406,
          -0.9219149959506717,
          -3.603657982831719,
          -2.745723428588397,
          0.6632474241584366,
          -1.1675185045191885,
          -0.6458790504046915,
          -1.9290376384011079,
          1.2262311758754567,
          -1.992722802559256,
          -1.3856358558060038,
          1.7423914168217263,
          0.8720766839201792,
          -0.3397843464081886,
          -1.956879018497779,
          -3.7353684653718,
          1.4273919589366855,
          -3.9915185642269084,
          -2.470146683168481,
          -3.561092239836645,
          0.009079970055154549,
          -4.150734974192107,
          -1.0342412134510783,
          -2.62045127848811,
          -2.1725576787440835,
          -1.1125798814354129,
          -1.2702249674782,
          -4.099326856548663,
          -1.5161043487969559,
          -0.34840783000769643,
          -0.6627842806273585,
          -1.1202787392467812,
          -1.8665431989265808,
          -1.7980223344772517,
          -1.7674455029039016,
          0.8005602702593063,
          -0.5066128871241738,
          0.7782709685809145,
          -3.1900782843367934,
          0.896309703552509,
          -0.6804221079055986,
          -0.033148574554898703,
          -4.292475239182275,
          0.631094217768142,
          -4.536649235169021,
          -1.6560246629871722,
          1.9450353086973642,
          0.606749904439639,
          -3.78700591587944,
          0.5169020286803289,
          -1.2041777902915587,
          0.645916470666677,
          0.21549292116511753,
          -0.8619398731651888,
          -1.7556437404064014,
          -0.5738797366649734,
          -0.7119721921864154,
          -0.3636456799963914,
          -2.7014540918876886,
          1.677672694402946,
          -3.5507282749057336,
          0.6705314869244825,
          -4.147025898367061,
          -0.007107741085417513,
          -3.444398401814274,
          0.7551759466472728,
          -1.34412170722295,
          0.06833050217536618,
          0.7088324458639764,
          -2.8405828123037273,
          -2.6850015333656647,
          -1.858692013659522,
          -1.19498174060387,
          -1.8415469013423773,
          -0.18711515777923596,
          0.2872947726005391,
          -1.1411055910152805,
          0.013036425850872621,
          -2.6964413084854533,
          0.22230539305847388,
          -0.3061523122097398,
          -0.4692399770759876,
          -4.6381526382256055,
          -1.2859011558048863,
          0.4464127789067972,
          -4.215254002605831,
          0.5658796117160972,
          -0.5619363692491554,
          -3.33695872489056,
          -1.6484242952855075,
          -0.7839583531947262,
          -0.6455052829837843,
          -3.9982693369974,
          -0.3816172077198732,
          0.19287132179258454,
          -2.046707047737392,
          -1.6201265762876056,
          0.4917863409742789,
          0.7325653547170635,
          -0.9736615805701085,
          0.5438110611084976,
          -2.900510659345369,
          -1.644379547991378,
          -3.733171620271821,
          -1.7057304947741017,
          0.5395145755956773,
          1.961368768366847,
          -4.254071883834318,
          -3.675565844452426,
          -1.8622027070236737,
          -2.800495406064001,
          -1.6534349893076514,
          -1.663481638430438,
          -4.243779734660324,
          0.1467789349574218,
          0.519315049503892,
          -1.2060600395312946,
          -1.929546542730372,
          0.4465151198880238,
          -3.1785358046457284,
          0.21509386985374698,
          -0.5230702998743849,
          -1.8575044914818584,
          -3.1038874436829667,
          1.561376396741416,
          -4.495902065292308,
          -1.2257554395672952,
          0.035846224332744224,
          -1.7951834530703565,
          -5.304432615065893,
          -2.649130838297858,
          -3.809504164477353,
          -2.379184220797432,
          -5.121225437661296,
          -2.878088158506913,
          -0.5980393986527294,
          0.43157814124959354,
          -3.6724982571909295,
          -0.23028765181099375,
          -0.8981943735182376,
          -2.8426860130228233,
          -1.2040105792955689,
          -0.4684726149270543,
          -0.23393513975528177,
          -0.21605308406798712,
          -0.18614088477684768,
          -1.2940017838745566,
          0.799854068641757,
          -1.336780070638698,
          -0.07559254098788074,
          -0.3897819792494013,
          -0.8854473733890839,
          0.042319790132032215,
          -0.34929023394688263,
          0.19737071122183192,
          0.026171486537791715,
          1.1743727817516023,
          0.11282486555206853,
          0.8011385915471368,
          -3.6680325429260487,
          -1.7879667027056352,
          -0.4839169287359472,
          1.4496468438706882,
          -1.9390945545989353,
          -0.660897995833095,
          1.8244045152233854,
          -2.4703388212714517,
          -2.408710987440661,
          -0.7190577429073362,
          -1.1868044102857298,
          -2.070435345871238,
          0.18683526717059365,
          0.5996265043369479,
          -0.07941595764108453,
          -0.20430858661552345,
          -1.748794460378205,
          -1.4048672709319205,
          -0.8024152927281187,
          -2.9397239116230947,
          -1.4347180898463927,
          -0.49928201895602725,
          -1.2780530966810055,
          0.38894857211105244,
          -1.8611883474417783,
          -1.2802198649766214,
          -2.2503219705410427,
          -1.1297320654298773,
          -3.9098948900700217,
          -1.8552676326027868,
          -1.7261605200646877,
          -0.4031430038677058,
          0.795817902722102,
          -2.8945774502163983,
          0.5322846279784474,
          -3.8755211803327385,
          -1.1816283355635935,
          0.27301740008360703,
          -1.6948951404295072,
          -1.0804800708715216,
          -0.5877117034898962,
          -0.6847211498724186,
          -0.010373344195113394,
          -0.586815677504483,
          0.97058298232072,
          -2.0837007911914087,
          -0.7683676448726972,
          -0.046297151078585466,
          0.8879682896364683,
          0.6370034191530899,
          -1.155930159365659,
          0.8254541550900769,
          0.342431126779557,
          -1.698908083915873,
          -0.8165781473783623,
          -1.2548742155980739,
          -2.322284317967945,
          -0.3767041134415132,
          -3.7220204792614613,
          1.8747072449241298,
          -2.9453364577675454,
          -0.4505883036738726,
          -0.9309029443657234,
          -1.6323608581915148,
          -0.49237486808509673,
          1.1622614999528067,
          -1.791505178380389,
          -1.3403591468398133,
          -1.045004873748139,
          -1.7660315718888928,
          -1.0220271021081628,
          -0.8484305902084791,
          -0.7732641346612852,
          -1.6463805056512135,
          -1.1650238801515265,
          -2.2183626627652373,
          -2.645564716182721,
          -0.3935844234038345,
          -1.1744678649776992,
          1.0617627661151718,
          1.6651386434697,
          -0.3943146829628478,
          -2.4424880625674716,
          -1.8470162980266775,
          0.24286299745369533,
          -1.5866706069874656,
          -0.7377270701829435,
          -0.00015259798538545336,
          -1.2312042067344742,
          -2.222142117218278,
          -1.866418858850432,
          0.6762372613191832,
          -0.20756127889985004,
          1.158614234698494,
          -0.7380251060877121,
          -0.9175373880644833,
          -4.50796925540968,
          1.9098123850066988,
          1.6643947704761963,
          -0.5585520089271132,
          -0.13096788975028797,
          -0.6757295108664823,
          -0.6451397672421021,
          -2.6208965361459016,
          0.022821843363831154,
          -2.660219853756144,
          -0.15049680535010423,
          -3.5695174283289783,
          0.4318434494791643,
          -1.587461460681794,
          -2.14100300624462,
          -1.970840492049497,
          0.11030417484759202,
          -0.7047188230765564,
          -0.925872326557718,
          -2.4443946362574733,
          -2.4917160291228986,
          -0.5183508886571236,
          -0.8802682918579089,
          -2.1406165132269908,
          -3.6395763968993062,
          -1.6995068367675452,
          -2.626813306948954,
          -1.7289353293264773,
          1.2283887408312013,
          0.7126551045496576,
          -1.6295325933399516,
          -0.7590402928446248,
          -0.3221783724121665,
          -1.7409234060501089,
          0.48005780801337167,
          -0.8943455930402333,
          -1.9739578473927226,
          -1.485098513459496,
          -4.524282548174883,
          -0.5062311429015205,
          -0.9620997363736957,
          -0.17388233812870704,
          1.0683745511651876,
          -0.4704578947757771,
          -0.9655731943387178,
          -2.2627355872628354,
          -4.9715195254457285,
          -1.8504951723663567,
          0.44345190819119334,
          0.7143927875849381,
          -0.4910837707456689,
          -0.4549583063494326,
          -0.9028613062837826,
          -1.8046810855771498,
          -3.2776835044424413,
          -1.8282242605139714,
          0.9796247680902844,
          0.46833943624923197,
          -3.4431539218056804,
          -0.6871721634782686,
          2.1174610128696387,
          -3.441496023650743,
          0.044575005153799516,
          -0.15335759700468465,
          0.5253944923385293,
          0.46390176843614683,
          -0.9620393495471886,
          -2.140743743329037,
          1.3017069591052215,
          1.1378444212814436,
          -2.398655236083532,
          0.50335890437069,
          -0.24024227461215733,
          -3.1669301878170883,
          0.5258743601724031,
          0.1258484178552703,
          -1.8405959516071198,
          -0.9577753892294462,
          -0.3557784849895183,
          -2.075910813731615,
          -2.163108271037517,
          -1.4027939799157247,
          0.146738305999821,
          0.8613591604797863,
          -0.2884073992732759,
          0.7381189325180589,
          -2.207112038996593,
          -4.155498947710269,
          -3.804953741319104,
          -1.5363223010523575,
          -0.24381273049240537,
          -0.8202230228520606,
          0.5536169424083486,
          -4.260403666952625,
          0.23844127063131199,
          0.4075860704614994,
          -4.151863669847667,
          -0.7405235254103687,
          -2.547561553562976,
          -3.2384591452983336,
          -3.683892967968964,
          -0.188505805162464,
          -0.8062963846127335,
          -4.5021059171059115,
          0.38168085329112683,
          0.645008412967648,
          -1.556415666336906,
          -2.246943973489541,
          0.11386017721921526,
          -0.9872199844205154,
          -1.9851766713274133,
          -3.683951003247394,
          -0.7829457228786517,
          -1.267019096102707,
          -0.010925578892572084,
          -0.25450804661278964,
          -1.5974778547704362,
          -0.25581362614584535,
          0.6248543099971239,
          -2.0346416323586465,
          -2.748470349180244,
          -0.5796127066817276,
          -4.290731470408875,
          -4.524567420925471,
          -0.10433489033931885,
          -1.4935748041010806,
          -0.5073495062303176,
          -0.005754438015656754,
          1.5551395968430297,
          -1.9310903953375935,
          -3.952150106708426,
          -2.821951636040683,
          0.11853389237708864,
          -1.7412837056216537,
          -1.1540126244665443,
          0.2568183260996343,
          -1.5575302867639826,
          1.3957122615534603,
          -3.30455198020303,
          -1.1555364210282502,
          0.39378884176952716,
          0.010450633854478617,
          -0.6350497902957433,
          -2.311614125824746,
          -0.8735316263094495,
          0.9517513239396052,
          -0.9703224750640568,
          -2.1662885237077054,
          -0.882117617050042,
          -2.4629995066371198,
          -0.8604858844640145,
          0.9809334398849396,
          -2.149684908853365,
          -0.6131809493444934,
          -0.9129096335014605,
          -2.128369719028236,
          -1.0180750887815568,
          0.4106073798461846,
          -0.5868631792396061,
          -0.8583377922708235,
          -0.5610680034971391,
          0.22273171217877857,
          -0.35724940666460064,
          -1.2543892276112534,
          -0.4267108332673642,
          0.7162922309159303,
          -2.901890129589196,
          -0.845412680059799,
          0.13156845805515305,
          -0.24943774304667515,
          -1.7088453728747033,
          -4.915527095315114,
          -2.0391083755472397,
          -1.6791719923661936,
          -0.5790712170572756,
          -3.956154390128383,
          -2.6971082205031003,
          0.20352281356621077,
          -0.1145985599869044,
          -1.1478155342781287,
          -3.127081815096068,
          -0.6184999571170493,
          -1.4189857530251893,
          0.43660873044135917,
          -3.3980985521139626,
          -1.6034368762906117,
          -0.7469316582753817,
          1.2035412708528246,
          -1.1898014425330434,
          -2.3014912583336673,
          -1.7327499218779554,
          -2.723909806958755,
          -1.9731069573288522,
          -2.4103612458846153,
          1.278121964841136,
          -0.44090276783038157,
          -1.331505200913192,
          0.8640835048024998,
          -4.546077551163154,
          -2.561402023794852,
          -0.27459749689795915,
          -1.3325770878152585,
          -3.248431273549868,
          0.4429684905302015,
          -4.464267481252053,
          -1.760639782848615,
          -0.07504613355356611,
          -1.2130418825085842,
          -0.30358359585340483,
          -1.051243607575494,
          -0.6682017974285195,
          -1.2460490388379235,
          -1.5357278552756672,
          -3.0238708989476946,
          -1.7877618269648494,
          0.3000251212676223,
          -1.2180366479956548,
          0.4459724705555302,
          -3.0259047643100665,
          -0.598097462374627,
          -3.7475117618387244,
          -1.641726126275754,
          -2.988752310428244,
          1.1615727493100816,
          1.2601738431091873,
          -0.883455659909938,
          -2.538820515133584,
          0.6822093999825709,
          1.2341755280933768,
          -0.9293648365234725,
          -1.026216340349076,
          0.26882554196656505,
          0.5978762061600983,
          -2.1851726844506607,
          -0.6408843309114838,
          -1.9653187458617112,
          -4.733273326517732,
          -0.6700490983412704,
          -1.2611309518732343,
          -0.5238160039534558,
          -1.4802539926269913,
          -2.320919276944747,
          0.7956133144013958,
          0.31050907572548186,
          -0.7766671620203581,
          -1.8513470706590927,
          0.5375822249914652,
          -2.0693987536967904,
          -1.2853961580993805,
          -0.3244745228314992,
          -1.1397791905213215,
          -0.11686994925434267,
          -3.7137264854829795,
          -0.8374278228211619,
          0.31267681728748414,
          -2.917664013700101,
          -4.123861585604515,
          -2.4164504667036057,
          -2.1453898971468526,
          0.22607044906778156,
          -0.9034602899634214,
          -1.5746911513856063,
          -2.2691081940488083,
          -4.486764976133491,
          -1.9166050113823088,
          -4.672284577806446,
          -2.260345074606664,
          0.9323000069078148,
          0.5717151058594583,
          -4.320977728636959,
          -1.1522895808823532,
          -2.4553883364210183,
          -3.060407158698307,
          -2.11627470763864,
          -2.938845387897065,
          1.2341493051689862,
          -0.832325067364507,
          -1.8468018201182308,
          0.639832999302814,
          0.23816050496034977,
          -1.9525539503339928,
          -1.1843230355543157,
          -3.6507960545068894,
          -0.9570838814882581,
          -0.1465214184789025,
          -1.0456644214588926,
          0.03130341458009545,
          -2.2579053184252325,
          0.888517431855767,
          -2.534819804185517,
          -1.9026289135538157,
          -2.309575710163636,
          -0.8165719879423194,
          -1.124570576069862,
          -0.965878773596228,
          -3.8511469474155557,
          -2.6403296747157685,
          -3.713070149294695,
          -3.2707060508932733,
          -3.233775359333643,
          0.8730559719268053,
          -3.695227917995984,
          -0.2171968917460383,
          -5.5335555349228915,
          0.2838742352858408,
          1.0605838184255791,
          1.412985803796757,
          -1.8912023591328284,
          -1.2907167589401225,
          -4.414133870396793,
          -4.413209586437362,
          -1.4755285016983102,
          1.27432524515538,
          -3.5246199709149244,
          -2.636275497578575,
          -1.038596947530257,
          -0.09512358413430941,
          -2.061850547576049,
          -4.317869233736992,
          -0.04405338721305575,
          -1.9000555040519982,
          -0.22723670422357986,
          0.39136343895513936,
          -1.7597387036308838,
          1.120161299976307,
          -0.9001636494425868,
          -1.9361060581837615,
          -4.938442898307424,
          -2.0455588759305376,
          -3.2353576340825616,
          -0.025581999794428836,
          0.4990814217784806,
          -1.0254734797348166,
          -0.2717782486289345,
          -2.6396690505623486,
          -0.06522955529589533,
          -1.8974499369065392,
          -2.4791628857068706,
          -3.668896045128424,
          -0.6371872569262805,
          -3.7768824657837534,
          -3.3198358854747796,
          -0.4259381073754352,
          -3.4462790314099974,
          -2.0129634423223357,
          -0.029838009049572033,
          -2.7799021551114302,
          -1.6310290646390047,
          1.1929100697391584,
          -0.36809633660678,
          -2.7589280048892793,
          -4.1133283908156875,
          -3.3338394485959393,
          -0.3378972574227825,
          -0.5682129738351753,
          -1.738678144419255,
          -4.089569497467094,
          -0.2279610089564082,
          -0.9489684161806806,
          -2.022684290410709,
          -0.61768309726629,
          -0.04185223653290317,
          -0.268643121548386,
          0.3195221205812735,
          -1.9538607801587096,
          -0.4247504371841974,
          -0.2262803970800383,
          0.5486913644990823,
          -2.0944676341071915,
          0.8196595819050466,
          -1.6354049545896354,
          0.10223986680608217,
          -2.749185603199091,
          0.3245058705100855,
          -1.0799562412506751,
          -0.8884622686846629,
          -1.6521867163706456,
          -0.2496393681027164,
          -1.4569454806029662,
          -2.3399139738624473,
          0.3177836633901599,
          -1.7650994654667667,
          -0.42028389903077706,
          -1.0274675379010598,
          -2.8573369058830878,
          -2.606975532041045,
          0.3532803341150392,
          -1.390580915760374,
          -0.5528155864033562,
          -1.7751429300944022,
          0.2514317579989302,
          -3.4235043739955824,
          -0.11998926181591112,
          0.5317861255855255,
          -2.1293147293014916,
          0.15085582787912494,
          0.5622377725876517,
          -4.820890133802013,
          0.4841478428976847,
          -0.2376694678543237,
          -1.158586199006987,
          -0.6154963199347113,
          -1.6274613560057956,
          -0.6881931558726422,
          0.18601009373507213,
          -1.332695971553999,
          0.6393017016171817,
          -2.2001642242131982,
          -4.382925829940309,
          -2.6742409107464913,
          -2.076014168794375,
          -2.019632484202485,
          -1.8291308644315663,
          0.4510826839354634,
          -2.16517732458429,
          0.74250427635956,
          0.1634457108487979,
          -0.019175193446929518,
          -3.415294340989679,
          -3.9710484899287457,
          -0.9557074026888218,
          -1.3065467160060882,
          -0.916463925661907,
          -1.9310017392853334,
          -1.0484666966284544,
          -4.8981577009232495,
          -0.49372818418702596,
          -2.966074780135784,
          -3.3288891933724414,
          -3.176249190332766,
          -1.332368175769251,
          -1.7169373501860967,
          0.3679091570591593,
          -1.537388220514367,
          -1.0918052900383615,
          -1.7027409679485956,
          -0.8469418130330107,
          -4.345026364986119,
          -2.0799316469664086,
          -4.955668846025227,
          -1.0825839824168142,
          -3.5259291367722323,
          0.3975543530717569,
          1.1967378888645979,
          1.1797887968251595,
          -2.881926524640286,
          -0.5360702124247342,
          -1.8395900337268511,
          0.5394259285637545,
          -1.6175199665207813,
          -0.030441928125292162,
          -0.8720946107700445,
          -0.958948042313788,
          -0.44313662826803646,
          -4.313609216905902,
          -1.7965999928366718,
          0.2024712862251724,
          -1.8862160305275346,
          -1.785101962853347,
          -0.20888548090323472,
          -2.8650052546159834,
          -2.1358753220927063,
          -2.067601745692639,
          -1.5600332359162021,
          -2.2628597861328212,
          0.31441829346245986,
          -2.1705598571686298,
          -1.6231195006914536,
          0.7091409069950347,
          0.11059981811480867,
          -0.09581029969663585,
          -1.9916276055015938,
          -1.2395983496429488,
          -1.9553844449862006,
          -0.9527304348509975,
          -0.2338322308461747,
          -1.7339642301968732,
          0.3043945940906006,
          -1.2122671856557443,
          -0.03649788245469029,
          0.8103849642867658,
          -1.5594982928869645,
          -4.249011185980258,
          -1.7635179305797428,
          0.8251547881067002,
          0.3258529079090113,
          -0.24097713630076983,
          1.2401664207236391,
          -0.15987905478650177,
          -0.4547426487336888,
          -3.2982280010254885,
          -4.013277629293089,
          -1.4061526081465054,
          -2.440942667856816,
          -2.602284327661939,
          -0.18346593657603083,
          -3.3359415691298433,
          -0.7012468088365992,
          -4.72541050217733,
          -2.8232573937349805,
          -3.035915911357225,
          -0.8667735596392031,
          -3.858631037891891,
          -0.16694535764343246,
          -2.858480765716096,
          -3.5970458218163075,
          -3.782626452610619,
          -0.743774225281921,
          -1.8347151956366001,
          -0.205586302012816,
          -2.5059156827074096,
          -1.2982520264260158,
          -1.348384125873986,
          -0.7475741083787735,
          -4.292251959483014,
          0.7418521051731835,
          -2.8517891039284478,
          -3.5235511197950458,
          -1.8042677081404306,
          -0.3052385922341533,
          -0.251187403843631,
          -4.693605976806595,
          1.0164561387727218,
          -0.6011544359037608,
          -0.8647315371957205,
          -2.121880120510213,
          -2.3257378611197335,
          -1.605869303746581,
          -0.7675335419800574,
          -0.1239401973056543,
          -1.0835751001185026,
          -5.119835446387203,
          0.24586654234067287,
          -1.8532922227409494,
          -1.4848588556835036,
          -1.0436381035246447,
          0.7722373059530476,
          -1.0074294179391685,
          0.8482963597804694,
          -2.417554229270902,
          0.38417981084499525,
          -0.2374543427469113,
          -3.672169343809765,
          -4.01575488009977,
          -1.9939720444148445,
          -0.3845540867205653,
          0.2873563627695518,
          -0.9698782447089097,
          0.4524932004179904,
          -4.96705051094771,
          0.9560290468038816,
          -2.9249740953836083,
          -2.467765390213433,
          -2.5120528856941022,
          -1.7033625863711397,
          -2.0275964581143198,
          0.12486009403122451,
          -1.0298724420038072,
          -2.175349482754175,
          -2.8524558856449715,
          -1.4332229002088777,
          -1.6681690593936382,
          -0.6916043713709715,
          -4.3322874403900755,
          -0.49767942077901767,
          0.3629243894227149,
          -1.4258230015816233,
          -0.39225610507827474,
          -4.541596968761723,
          -2.116735163821216,
          -1.8079340612972785,
          -0.4090332334521579,
          -2.05855538909878,
          -0.5744891625084311,
          1.024240539465485,
          -2.131298067533733,
          -1.8990202230454003,
          -5.01744825521424,
          -3.7954191632426286,
          -2.8966841840668045,
          -1.421234294581225,
          1.3034367966428908,
          -1.5552173060909527,
          -0.8770024888453769,
          -1.553890011761631,
          -2.60920701560835,
          -2.5564251728124345,
          0.05423692621611524,
          0.20319620907413788,
          -2.13972991445041,
          -2.4044873972379426,
          -1.1297583705365486,
          -1.0584204344607602,
          -1.2743530342875666,
          -3.8997625925726047,
          0.6501603635790861,
          0.6899711450351651,
          -1.9865137198709852,
          -0.4832232775314165,
          -0.17028464585266184,
          -3.6020297026418104,
          -1.5159204522427623,
          -1.3617903033491545,
          0.31452452634025485,
          -1.8170995797616847,
          -2.5218601942934735,
          -2.9390063973681593,
          -0.48456815134777914,
          -2.2623299531530985,
          -1.5352422477964243,
          0.1734839980575798,
          -3.238606356255248,
          -3.6939170146355997,
          -4.722293625046325,
          -2.574442233806023,
          -3.0363770316556518,
          0.44290328350384367,
          -2.588663250262472,
          -4.149647279445986,
          -0.6225987967843145,
          -3.0064198551572745,
          -1.0999244933367862,
          -4.084242804374187,
          -2.4281588511879106,
          -1.3818377927248082,
          -0.22518738506802755,
          0.42913821355523046,
          -3.390474962866874,
          -2.0845788328250854,
          0.5675951471305984,
          -2.2338539017580614,
          -1.5506319245130906,
          -3.8559437861020127,
          -2.4150196916409272,
          0.06067328148823451,
          -1.2034441961672908,
          -2.0643196352369224,
          -1.8056372330472508,
          -1.9186444786704338,
          -2.275661811652952,
          -2.3190853429250016,
          -3.242519752303156,
          -5.1190553562776,
          -1.8758662117525544,
          -2.7965387610990806,
          -0.20965365380096915,
          -0.3714429003355558,
          -2.379411501341343,
          -0.45957818851611953,
          -0.9896095113056493,
          -0.6202774765302221,
          -0.6916000793758192,
          -2.1576229655750008,
          -1.5109644869770908,
          -0.9389244393670163,
          -0.5734135734476354,
          -2.883873999035376,
          -3.794799838833166,
          -5.003365687378672,
          -1.3760755406872371,
          1.2135881615129065,
          0.10542471838741073,
          -0.4204822063064582,
          -0.44450768338679647,
          -0.6260615730925244,
          -1.5235717581391017,
          0.1765167529935006,
          -2.2677555707250128,
          -1.7324375055409094,
          0.1405527404877077,
          -1.4533834239419556,
          -0.8125623172638001,
          -2.4342524149295652,
          -0.7445888061375402,
          -1.1533478180270498,
          -4.313338130423653,
          -2.547141360869811,
          0.6874108224095026,
          -1.6080713394476833,
          -0.0740272905463095,
          -2.7443219466841886,
          -1.0236364704265901,
          -0.3832071240334555,
          0.49802982711096183,
          -1.1012432485984196,
          -3.061646485215248,
          -2.437759371780327,
          -0.05934519700354542,
          -0.020383529171556242,
          -0.6768051991178968,
          -3.087286260655576,
          -0.37829494716268347,
          -0.35108505397508527,
          -2.251028845520106,
          -2.0910909544420613,
          -1.456218569473321,
          0.20714886924637893,
          0.6249562983326159,
          -2.536173539103807,
          -4.040398986116717,
          -0.3462380398141374,
          -1.7134720588957155,
          -2.202842737053948,
          -2.7512884170533307,
          -2.3238960371637907,
          -1.1497321442826014,
          -0.72946719169175,
          -0.47910216098733965,
          -1.1710988095268455,
          -3.214802378847818,
          -0.7215822093566535,
          -0.09745345051260562,
          -1.095207074741265,
          -2.1201216896844333,
          -0.03806543689291679,
          -0.7511072293120765,
          0.1856321008189803,
          -0.7358128909173031,
          -2.386290556043983,
          0.5036911092348353,
          -0.03854668362040348,
          -3.802914817911003,
          -2.604885634587727,
          -2.8188618526998903,
          -2.8492487894251064,
          -0.06604522108814469,
          1.0287228051402577,
          -4.25469490681697,
          -1.578636830399821,
          -1.199409912006575,
          -2.98828926693997,
          -2.060775891227334,
          0.7101097580454147,
          -2.553389097607915,
          -3.0628517922480656,
          0.33923669427808834,
          -3.826647074332825,
          -3.275994145648151,
          -2.819866064007074,
          -2.5082496595484867,
          -1.9605673562185575,
          -1.2371415652424622,
          -0.3092670152639266,
          -4.719266206056404,
          -0.9472612925017035,
          -3.6997611017092393,
          -1.5232957936088956,
          -2.6042920147522772,
          -5.1025756270619285,
          0.002963790790650663,
          -2.564830003110065,
          -0.12354262951746994,
          -2.0891411090377536,
          -1.0343302515795927,
          0.59659021429634,
          -1.2006339816873002,
          -3.277418436669369,
          -1.281843336643635,
          -2.229712868819519,
          -1.3137136453504343,
          -1.0620707691771563,
          -3.204019611366325,
          -2.4860512482213437,
          -1.1165638859970368,
          -2.7648338971117115,
          -1.6263179485835761,
          -1.727254853673896,
          -1.6371327952212833,
          -5.099414698010106,
          -1.4025856228650868,
          -0.374482383592087,
          -0.6077502797985158,
          -1.4410908908668085,
          1.0439293262470777,
          -2.665177784455385,
          -1.7759082623220914,
          -0.20877351745825767,
          -4.678193931922528,
          0.039052722756660906,
          -2.5779724298502784,
          -4.7872927071481355,
          -1.7209930939456282,
          -0.29911118756291694,
          -4.5716385097297625,
          -4.575221893552415,
          -0.637146141533424,
          -3.523865880974273,
          0.5356059164943376,
          -0.1268746958342037,
          0.058239156225817136,
          -2.0333248548380833,
          -2.4294560310683635,
          -2.276997834155677,
          -0.25490942143615386,
          -1.7822662680619326,
          0.30395181418260364,
          -0.24060435433994168,
          -0.5177423703813218,
          -1.6745235715480342,
          -1.83136684513551,
          -0.18160554758259184,
          -5.038568777986857,
          -4.93209469069154,
          -2.023009065448308,
          -2.857981637922755,
          0.6023571452051933,
          0.2804897581637386,
          -3.129398557675888,
          -4.269698583593972,
          -2.099431730060049,
          -2.735509155858542,
          -2.4293321964236063,
          -1.5303528113486466,
          -0.9891563333777746,
          -4.516440349517481,
          0.38880906619355227,
          -0.8460053925323066,
          -4.419013637157604,
          -0.6709890002751582,
          -0.3729406091082194,
          -2.108051822442668,
          0.17654765321783966,
          0.5916437301951862,
          -3.2749206386564427,
          -0.6505673295522748,
          -0.5675043874717,
          -2.2075179492682695,
          0.10758176567217326,
          -4.462700963005647,
          -0.8958502951310985,
          -0.926238364748377,
          -3.0875525713410403,
          -1.513094200834455,
          0.6078580319108535,
          -1.1133224677147284,
          -1.2013903310738903,
          0.06676868056907637,
          -0.5317426868742553,
          -1.7073205623233374,
          -3.7483539815613796,
          -2.9716955867121824,
          0.27539616687085305,
          0.008803823954334631,
          1.0460576624827223,
          -0.4208770324354519,
          -3.068009465558135,
          -2.70798270831316,
          -1.1812857668769279,
          -3.659918825772854,
          0.8836699612393849,
          -1.9801739568713053,
          0.6565475835654965,
          -1.8963759055046152,
          0.1473622782376629,
          -3.137794285277219,
          0.988959869882614,
          0.3594065137851049,
          -1.3826615856096978,
          0.08881853852388875,
          -1.420260600058108,
          -0.021602445284271087,
          -2.5395706405782517,
          0.2813385216450399,
          0.5992095683884135,
          0.6141554262864849,
          -1.3616372474424046,
          -4.177033581764169,
          -2.834183610700828,
          -3.5265472541813896,
          -1.631002819448721,
          -1.0837669616478363,
          0.6014282475836251,
          -4.373773463213678,
          -0.4386268067831588,
          -1.3117676609925255,
          -0.35047972978054714,
          0.15046418746907295,
          -2.9115240461711336,
          -1.7720090024349073,
          -3.1213326387152107,
          -0.038993540692783595,
          0.001868557424052454,
          0.475344977616159,
          -1.265561988094672,
          -0.9295760158364496,
          -0.5646050105220733,
          0.35337449309865554,
          0.17718629708838618,
          -1.8616420051837756,
          -1.9320880452922786,
          -1.5806241276723028,
          -1.4378261164551258,
          -2.497446015507917,
          -3.1586336521762033,
          -0.3732025962500158,
          -0.6556298347235553,
          0.19226783652817545,
          -0.8833132301307686,
          -0.17980271845558707,
          -1.7086767971065637,
          1.112469513045645,
          -0.539394665742603,
          0.5516844906867763,
          -2.1807695426154208,
          0.5490543203272936,
          -4.178818210156181,
          -0.36256252265293054,
          -0.8865722609552723,
          1.7027575442869571,
          -0.6187019310776345,
          0.21604161791438428,
          -1.6325628667059986,
          -0.5301869318207622,
          -2.027990935180556,
          -2.5140311782973326,
          0.7457206173941593,
          -1.9095027373338023,
          0.9365902960060011,
          1.1413225547730743,
          -0.4406430312882607,
          -1.813110110385061,
          -0.318371958987226,
          -0.38123515654460227,
          0.8639336715244887,
          -1.134465736673913,
          -3.8631882533866606,
          0.41820052055492724,
          -2.2990763475515297,
          1.4685943353568816,
          0.9674654371194271,
          1.0298799682721962,
          -4.131228045478762,
          -3.290723950568913,
          -1.185388991917527,
          -2.276775948246749,
          -3.230033975169592,
          0.5293522461690711,
          0.9465799414861529,
          -4.148188519442159,
          0.5472233036691597,
          -0.1891467074267331,
          0.6167429121093857,
          -0.02609325372715719,
          -3.7138533501439657,
          0.629055362731141,
          0.46418636812648667,
          -0.4051300664377161,
          -0.19618743769013638,
          0.09664514887353648,
          -0.5494752617196178,
          -0.09405557124075839,
          -1.3382142097696572,
          0.5499036853866756,
          0.5693136451706892,
          -4.683971215411441,
          0.3315439381897647,
          0.8111715371349866,
          -2.089226803224394,
          0.5075041927091302,
          0.0568132846444081,
          0.6544277815097393,
          -2.580174798502283,
          -2.9271701303669873,
          0.27634820700113044,
          0.5411930652352278,
          -1.5583327982858453,
          -2.0308143355568937,
          -2.5006520127857783,
          -3.9127149181882106,
          -0.5959526509755737,
          0.6105549788490866,
          -1.7699821132275873,
          -1.6842537270762945,
          -0.4707986092987185,
          1.264015698918223,
          -1.619370708002986,
          -2.230884605492228,
          -0.4292745247531789,
          -1.295741607048392,
          -0.9293369643746626,
          0.1509378807253434,
          1.0031801606908364,
          -0.6672179222237156,
          0.18592186149988693,
          -2.1868183686463976,
          0.018826186348422588,
          -2.351524328755937,
          -0.3207497395849596,
          -3.9919512672775026,
          -1.0342393868418993,
          -2.2297601739890403,
          -0.6467777944461239,
          0.4920609465496612,
          0.7534161615418603,
          1.4228336001108985,
          -1.9125357758967836,
          -4.213438451852321,
          1.084789522340581,
          -3.3558552890065085,
          -0.4540374323776368,
          0.8793658181526739,
          -3.5559468227762134,
          0.14650023244763957,
          -0.6299030263026972,
          -2.632283579807628,
          0.680796297519971,
          -1.33601692895945,
          -0.868669354073459,
          0.8872902114662035,
          -0.8204814857742136,
          -2.848794885147368,
          0.10926746098667767,
          -0.3297502272233099,
          -1.45896681055621,
          -3.8340728465801814,
          -0.07132838240680647,
          -3.3543305126152254,
          -0.1875146720317514,
          0.4114139957320973,
          -0.33126759493680585,
          0.955536282181398,
          0.7762132507479446,
          0.7362105491901667,
          -0.46980394762556604,
          -1.3998766183274092,
          -0.8706785178451144,
          -1.6289519757996598,
          -3.7822055481160834,
          -0.7314530551020304,
          -1.9648556710603318,
          1.3608903347463686,
          -3.8448436215121995,
          0.15633265998067958,
          -3.266592990221853,
          -2.3246303919545683,
          0.6697201477946676,
          -3.6925024965103996,
          -3.447685319675284,
          -1.5698026606036302,
          -0.16096325433199282,
          -0.5510659566519294,
          -3.9734478688006254,
          0.028894819309972765,
          0.13735978325760123,
          -2.004413739064105,
          -3.20558304908658,
          0.8836979625617836,
          -0.09680429461412729,
          -0.07550425812198366,
          -0.0014392590505737063,
          1.4358065299768596,
          0.45718303576124675,
          -0.506422039573446,
          -0.9210012025014725,
          1.4521335727589861,
          -2.6851778846268863,
          -1.3680308503857892,
          0.060914570843128145,
          0.12740138037172255,
          -0.1270997047485874,
          -1.9404014839588613,
          0.3913503252353593,
          -0.4378607601556717,
          1.143094600359798,
          -0.5461753142738095,
          -0.0164156893988903,
          -0.3426726728370465,
          0.09548722427363564,
          -0.8677146883473853,
          0.4017630245994458,
          -0.6285344481794688,
          -2.43760878831387,
          -2.665574946221908,
          -1.3117950148046431,
          -3.159890361029794,
          0.4896800457407552,
          -4.891519415259463,
          -2.4077628076605118,
          -0.3150208545066152,
          -2.978189373739716,
          -1.7850645368159637,
          -0.9136200949519343,
          -2.95048649241662,
          -0.23497835474071002,
          1.207400981113585,
          -2.3134407229182328,
          -0.7767224765589318,
          -1.0265951855885438,
          -3.3932681580730253,
          -3.449780542871576,
          0.678481880121662,
          -2.7663717319767485,
          0.01657902581092985,
          -1.292517161510637,
          -2.016982871316911,
          0.2700955637065376,
          -1.7423270197551426,
          0.4743384732944773,
          -1.7888966482058355,
          -1.3812869224041697,
          -2.518468234724919,
          0.8694870891027509,
          -0.4389116083915234,
          -1.2128853145121472,
          0.20973837930630979,
          0.09588605523920622,
          -0.5966041588647244,
          -0.7833401470800043,
          -1.2987184667931868,
          -0.4287950627188717,
          -0.1874390233481595,
          0.6602757938393082,
          -0.9083126901448312,
          0.4106636989220824,
          -1.7771394902297186,
          -1.445563020884142,
          -1.1982874099679397,
          -0.23691913219314154,
          -3.5570309987826905,
          -3.569779647317506,
          -1.092897856102307,
          -4.143661223509412,
          0.23878773059556396,
          -2.30572824789858,
          -2.5096643515253017,
          0.6940948858710331,
          0.05929743649830029,
          -1.4088333386580558,
          1.1123777813457159,
          -1.165587431526901,
          0.6480308436115398,
          -1.5764611127520072,
          -0.7550219763145829,
          0.7902740317199122,
          0.17648472826704845,
          1.5589107565597498,
          -1.1349855018861794,
          -1.0474280397279534,
          0.5511174965462486,
          -3.089530250440273,
          -2.399191957464359,
          -1.424613486785075,
          -0.007442359043096209,
          -1.875548582099464,
          -1.383031483852396,
          -0.4947363156151668,
          -3.0229115754609888,
          -0.04387464005447677,
          -0.16646309894633277,
          0.009472106064529138,
          -0.41869438140005544,
          0.7680086884390505,
          -4.185227540983411,
          -3.101819859112744,
          -2.1840019336741183,
          -4.053029634029677,
          -1.0468333211005838,
          1.0070283396151856,
          -3.4537465361274293,
          -0.8250001897595183,
          1.9373516457130997,
          -2.6116014674393497,
          0.008514693092318637,
          -0.33172510496379043,
          -1.2081637138310328,
          -0.6347405604934295,
          -0.6569072167551218,
          -3.7056717566625945,
          -0.7465159228415953,
          -0.33157596974281056,
          0.36619976710628305,
          -1.8111334652249222,
          -0.12352921993455267,
          -1.5114389924831255,
          0.5476288210609089,
          0.8573735975630502,
          -0.966933496016818,
          0.036452238777669996,
          -4.671066928019944,
          0.6690430452409332,
          -1.9114873536970223,
          -4.028358063318469,
          -0.2695075527746274,
          -0.18746036376021172,
          -1.013725820062507,
          -0.14795111660204482,
          -2.7974922611664503,
          0.1506988693282675,
          1.6160841261323673,
          -0.8356404623397236,
          -0.9984968554781141,
          -1.0138179442448465,
          0.44635991794731955,
          0.7609375797426668,
          0.4531936150877297,
          0.9734465972669863,
          -1.7431491140952318,
          -1.3702015298053083,
          -2.128647373449504,
          -0.6141014482201231,
          -4.07326873228036,
          -4.108396899408968,
          -0.8863927945090461,
          -2.3970702564760655,
          -4.075092192858938,
          0.23000013610806863,
          -0.3868744051911342,
          -0.4197460861064014,
          -3.5654357616227013,
          0.5993957276263145,
          -2.4511473658171465,
          -1.3275605435990496,
          -3.1970201697999636,
          -2.788162285691714,
          -1.3336561244913974,
          -1.8818523432204908,
          -0.5137141187575813,
          -0.6793575106256116,
          -0.46070275304580444,
          0.3626700966907059,
          0.3845562104060648,
          -2.0776710063221158,
          -0.4838675029506019,
          -0.010503515164221936,
          -1.349249204972267,
          -1.3794761854469204,
          -3.2626251844852305,
          0.9362779274509468,
          -1.3058145069290914,
          -0.2006483053208835,
          -0.08001756346742021,
          -2.6457689233777186,
          -4.289645543135067,
          -0.05758145188464048,
          -0.9665190968638643,
          -1.098495027986549,
          -1.5915492619839513,
          1.099784114141204,
          0.22305024342603322,
          -0.4729659089688605,
          -0.14054780559692312,
          -0.00961068179586629,
          0.3358876180343629,
          -3.28496080385353,
          -1.7707847208048029,
          -1.2252949542209275,
          -3.162349942309728,
          -3.310616579910496,
          -1.7407800974139622,
          -2.550434251976211,
          0.019731409806691507,
          -1.1402969023477625,
          -0.3398213704550917,
          -0.4494546922157668,
          1.2405700314179606,
          -4.408047991654734,
          -3.5440276969647253,
          -4.082521549049059,
          -1.5582871394151154,
          0.24094875368868765,
          0.09710574359271244,
          1.0522743255224156,
          -0.3407133157340056,
          -1.6525447047286008,
          -2.3035022476522355,
          -0.6905373224592841,
          -1.9804298152017374,
          -0.7113747236147573,
          -1.6962476154267727,
          -3.123090875139586,
          -0.8116938621332225,
          -4.753333875091725,
          -2.593949692745194,
          -0.17150891097616208,
          0.5533170073061123,
          -1.7230326685448727,
          -4.450158687561024,
          -0.24280020427514254,
          -0.8976158301918178,
          -0.730953121964878,
          -0.9020235835788161,
          -1.2538402900628614,
          -2.2280598203157154,
          -2.220349003155896,
          -0.7177003763330306,
          -0.6907223134490632,
          -0.1059131035457318,
          -0.7890025394640845,
          -0.7351893983648932,
          -0.264325822324987,
          -3.0236662822528095,
          -1.9354880125342757,
          -0.5520025916563607,
          -3.073057789342779,
          -4.396772270707507,
          -3.3129633074709766,
          1.3391712049555353,
          -2.3733146195781925,
          1.0166037447084053,
          0.09545711101995577,
          -0.46612688165110244,
          -0.4085268985102789,
          -1.0217888794472971,
          -2.4372258015814774,
          -0.6198772633588892,
          -0.7558288438845776,
          -4.733916595257759,
          -2.441960697714249,
          -0.22469309153722256,
          0.07239317216638456,
          -0.25106834018213414,
          -1.5458806766494706,
          -2.9247068996379118,
          -2.6318344501090287,
          -0.1504945504390176,
          0.8254878866023241,
          -1.553585646519483,
          -0.5331961998425654,
          -3.862666690701061,
          -0.1873634913068725,
          -2.0651328687346604,
          -1.5277950774998759,
          -1.3230386229118387,
          0.27505497465161566,
          -1.8116546416666166,
          0.319941737416658,
          -0.1721537744911675,
          0.3924698876055544,
          0.9590026710774706,
          -0.3523989876121508,
          -0.9187821436569191,
          -3.523231976898808,
          0.5886550441117112,
          -1.8286992602238834,
          -1.93083877281027,
          -0.6903315253653937,
          -2.2939266727304144,
          -1.3636011037064149,
          -3.8110087136602275,
          -1.7270338278378823,
          0.13634908307153537,
          0.5894724134930768,
          -1.791841962781607,
          -4.208310009965632,
          -1.3523549214084498,
          -4.581770976848149,
          -1.5704963176815947,
          -0.40220838199814635,
          -1.9673374653972802,
          -1.4318846634854343,
          -2.004827901185911,
          -1.0276244555806653,
          -3.9209938069330503,
          -3.2851132375506125,
          -0.931171454582974,
          -0.022683096179885186,
          1.0068942689679146,
          -0.3428845059642928,
          -0.9238776106909644,
          -3.337085793258975,
          -3.018321977969693,
          -1.2957460068537507,
          1.5569574551418233,
          0.5206136383452874,
          -1.7513474498573256,
          -0.9348851048152149,
          -2.1002773704071815,
          -1.9771756338132576,
          -0.9855050052349164,
          -4.817962366240553,
          0.16865506550795192,
          -2.4002656857756355,
          -1.9668312410007147,
          -2.405594023679993,
          0.9220493611345968,
          -0.09008145801721136,
          -0.5845040140710022,
          -0.9561501435628608,
          -1.9519427568346186,
          1.13483120136911,
          -4.829956109037772,
          -4.1878077898181925,
          -1.3308360133534975,
          -2.7385349450097456,
          0.3249003970550358,
          -1.0630957953688427,
          -1.7590597871042815,
          -0.26225762843301564,
          -4.822141047718739,
          -2.5952412830485274,
          -0.4095774628151499,
          -2.098569789570879,
          -1.6760195451328368,
          -3.505062218367813,
          -4.686127289681217,
          -0.57199572083931,
          -3.963034797393336,
          0.07333905637429598,
          -4.12715254447031,
          -2.8106881519985563,
          -3.4237716346649045,
          -1.712401704362882,
          -1.3247847862389344,
          0.13090470528001277,
          -0.6148533499794934,
          -1.5261386695987458,
          -0.4564240510739347,
          0.03676761774593871,
          -1.2630864069368017,
          -0.23459438822168951,
          -4.40079609131324,
          -1.5119236984260922,
          0.24025906248012194,
          -0.050599151548247075,
          -3.7111105390625636,
          -3.0085465828504097,
          -2.033049330098115,
          -0.15217902773374126,
          -0.9922291045012648,
          -2.5698638228488835,
          -1.2589160707788951,
          -4.500271783597009,
          -1.4807157105894007,
          -1.280500803611186,
          -0.3075174102033581,
          -3.7191118222409805,
          -3.824069711078749,
          -0.5555096529610095,
          -1.7110443969269886,
          -0.6354891866894002,
          -1.467987490010576,
          0.3664267851681521,
          -1.2240880962708782,
          0.4183262056856524,
          -0.9101954953518577,
          -3.111107854275287,
          0.04652348461957669,
          -0.5544849498394019,
          -1.0247394628853361,
          -0.33918035571064414,
          0.018140253321769925,
          -1.3962315423928457,
          -0.43517984619319994,
          -4.018053619776243,
          -2.3231705686989477,
          -1.6664143120661137,
          -1.445020894732084,
          -0.5049483937878448,
          -3.3637729150817726,
          -4.012032151989052,
          -0.4592406066975014,
          -1.0565637705508344,
          -2.6316979513657266,
          0.04467539584006767,
          -3.3882890594137782,
          -1.6773152638594915,
          0.4411861818366726,
          -0.7104646374813458,
          -0.765028459311976,
          -2.165960212845006,
          -4.323997396279265,
          -0.9145884651026938,
          -3.8263889326656413,
          -3.0649692262807258,
          -3.2735725916364533,
          -0.21172173059082902,
          -0.35461289788213723,
          0.8650789940502213,
          0.7001978297147508,
          -1.1534170901989784,
          0.12391482911730924,
          -0.20740796718670843,
          -2.2194683632471706,
          0.7579114068781767,
          0.499827373531544,
          -3.2779885365634778,
          0.7405412355708998,
          0.08927735084679132,
          -1.4515964530249337,
          0.7189254929822461,
          -0.020034682623636783,
          -2.5387292230223033,
          -2.858426012165801,
          -0.9983963682503341,
          -0.17695785674813477,
          -0.7813369274623114,
          -0.7904482511892715,
          0.5032126525776848,
          -4.772703605768911,
          -1.229858870742002,
          0.0634471142291288,
          -1.746418554556621,
          -1.9042151360027018,
          -1.2857464558439091,
          -2.5699090521241588,
          -1.1809264942193527,
          -2.1517377978725816,
          -2.9795226393316607,
          -0.7015468714163626,
          1.3301948907392722,
          -0.42058356966884,
          -2.425377196099738,
          -1.21441457213908,
          -0.6149495931761286,
          -0.9163488123965893,
          -0.964820253847279,
          -4.030148563044699,
          -3.53313941593571,
          -4.093543174197017,
          -4.669725350201248,
          0.8506992318055946,
          0.6982709470651424,
          -0.6743619453500657,
          -3.2931418021392864,
          -1.3807911674636768,
          -4.3708054003453585,
          -1.3639301051818975,
          -2.440538537534102,
          -2.426005696967946,
          -2.578561114034824,
          1.1106182968241864,
          -1.867068739335768,
          0.5301589440201054,
          -3.8760505152849354,
          -0.23241138903192618,
          -1.6002974241616543,
          -2.581832973118735,
          0.10540079636477301,
          -1.0528935903171532,
          -2.059238318798787,
          1.2128745396879632,
          0.3050075327711912,
          -2.635100289128823,
          -2.392017755862184,
          0.5309813273132381,
          -0.023462784464683,
          -2.675096136909832,
          -2.660549003464084,
          -1.5054139209127466,
          0.27132921851167474,
          -3.2865094530158467,
          -0.18488554328881135,
          -0.6458762733207146,
          1.2397778935436234,
          0.6790542269463496,
          -0.8247201652940062,
          -0.4250509222560393,
          0.24260530612544523,
          -1.3138717804787552,
          -1.701285298438733,
          0.038051980361348284,
          -0.19542893006605486,
          0.296162072809043,
          -0.05839308304910637,
          -0.9983051919582622,
          -0.6103035296059165,
          0.053516696822903095,
          -3.695635017637099,
          -4.105073530568385,
          -0.2464724166029315,
          -3.474225996623444,
          -0.022834425045644726,
          -0.5868464727098358,
          0.6472294742665421,
          -0.21601173472093158,
          -0.9959672133503001,
          -2.0299370554288214,
          -3.705429305477361,
          -1.7472549909268873,
          -0.6229741838350329,
          0.6928353681629315,
          0.6149129361706628,
          -0.35663192163061513,
          -0.9301927903261166,
          -0.17143551943269814,
          -3.985502162497038,
          -0.3001100960793308,
          -1.4448166495999262,
          -1.7060631474283472,
          -0.007706363719969126,
          -2.8555079100706897,
          -0.37218166546971165,
          -3.420501601459276,
          0.18067973267639778,
          -0.7429431237039639,
          -0.19989236242339176,
          -3.5246822588639324,
          -2.7159554003671427,
          -1.2027338826468874,
          -4.5909393971491514,
          -3.652888997995432,
          0.023282563756656077,
          -1.3535037423863996,
          -3.667460827238981,
          -1.804754672717905,
          -2.7455505662756217,
          -2.1257047948604626,
          -3.9442164902704446,
          0.12401812588519855,
          -4.248570109923485,
          0.43228332038953476,
          -0.25352744129224286,
          0.526844168547316,
          1.1126375926305196,
          -0.9852683154299191,
          -0.22629872456753547,
          -0.939561816478619,
          -3.0719047149182765,
          0.7855006453275949,
          0.08049574867937162,
          0.2526080611310797,
          -4.175793108686496,
          -0.5097119265166269,
          -0.9505081091710127,
          0.28596103883452023,
          -1.0821286682025797,
          -4.185028424100423,
          -0.5524533409301918,
          -0.6392155534764314,
          -0.14010170497032126,
          -4.190064656570944,
          -2.4838756845387384,
          -1.7118842927300333,
          -0.2340001966884399,
          1.3882262899348656,
          -4.525498244812809,
          0.04251916149176666,
          -2.23773537909664,
          -1.2784757262662274,
          -1.6844677826907164,
          -1.3521446035579285,
          -1.3311827497357092,
          -0.5432082898660826,
          1.1841820973186379,
          -0.5464408562925325,
          -1.637619363243078,
          -0.6583155633034934,
          0.3371042829919747,
          -5.202547261253075,
          -1.9491259191146584,
          -3.4348479315410305,
          0.0712125941967626,
          0.23441191297960376,
          -4.187815792770314,
          -3.441060944808584,
          -1.6684203355120453,
          -0.4811379647823412,
          -1.4194035191551293,
          -0.9425884961130505,
          -0.3436762573901764,
          -3.886923648205623,
          -1.262712618505425,
          -3.116121891994018,
          -2.0394126604019016,
          -1.4317618136891972,
          0.15926380657115063,
          -0.4092823296955159,
          -2.047245975432203,
          -1.7778481668179986,
          0.8620742709907863,
          -3.0462491396223865,
          -1.134669443490992,
          -1.7090551788383934,
          -4.0768503671168705,
          -0.5464859564528299,
          0.3010547194366879,
          -2.0721626009013483,
          -4.047545359399137,
          -1.8732439246894983,
          -3.8266197605500873,
          -2.2525005418475694,
          -1.327778721742866,
          -0.9409082556057331,
          -1.4973209170186528,
          0.21120020519037677,
          0.25484075273299023,
          0.3873679699999227,
          -1.5411481496095765,
          -1.7192790573289913,
          -0.8252054102925642,
          -4.521485585889402,
          -1.6626812097102448,
          -4.604154458259956,
          -4.712449957920058,
          -0.8839617204169563,
          0.5810985124434587,
          -0.2070555319163547,
          0.022589112079417616,
          -3.5061340131643215,
          -0.07662287825647922,
          -0.37742207554879603,
          -3.3182024452225134,
          -2.3443259325016985,
          -4.135367102711903,
          0.03948922540795892,
          -1.4254221993358451,
          -0.8780369993416767,
          -0.4072429333749556,
          -0.7278548618115301,
          -1.3799609647376552,
          -2.644771207448707,
          -3.1939896798564775,
          -1.498095002780862,
          -2.0196051526948056,
          -0.5571659923423709,
          -3.260881229968377,
          -2.283751684042456,
          -1.5436225027690753,
          -2.6961103054161173,
          -2.8643797600899887,
          -0.9629136805469437,
          1.2558972564047108,
          -0.5533186848305811,
          -1.6850742543103676,
          -0.6420449490473692,
          -0.523760574417601,
          -3.2845761719036375,
          -3.465204968029913,
          -2.650026860541058,
          -0.20398358044133696,
          -0.6900222670514067,
          -1.3250741918128304,
          0.48756832948354656,
          0.005957021962819658,
          0.23175365046297647,
          0.0875000417001244,
          -2.712793687514187,
          -2.799999889701967,
          -2.75168738934627,
          -0.8565303008011239,
          -1.2370307141123689,
          -1.3972777070742963,
          0.9135404183358112,
          -2.1353180324469694,
          -0.05995919019027902,
          -3.5319742560188114,
          -1.0376396318835308,
          -1.6424710281620098,
          -1.3291633962995875,
          -4.012941498674746,
          -1.6183186639689484,
          -1.5223352434338289,
          -3.643473998283348,
          -4.975342140746793,
          -1.207695919967104,
          0.5285127214167417,
          -2.931347196986929,
          -0.19710033076714464,
          0.24020860196162652,
          -3.0687442536833847,
          -2.697407984454448,
          -0.6534683611467019,
          -2.411212202533232,
          -2.5123799250941916,
          -0.5976513183628072,
          -2.3573958285924377,
          -3.3528168116064876,
          0.0263739435373989,
          0.5852912742501253,
          -3.0024032412894663,
          -1.1925194961933008,
          -4.410623270196099,
          -1.4122087431518555,
          -1.2255273525099695,
          0.35071167029540995,
          -3.45884016750204,
          -3.682807642115408,
          -3.8678785384134806,
          -2.6485528392056517,
          -0.42526514203344246,
          0.19242448545144414,
          -1.2322572382994952,
          -3.42542040694111,
          0.2855107404831178,
          -0.3855238811823078,
          -3.902517554948184,
          0.24145787948396927,
          -1.5228002612728169,
          0.47907562742830334,
          -0.9781956048970842,
          -1.2533751050386477,
          -2.3913762646226018,
          -0.6419074685627066,
          -2.1180640414901544,
          -0.8406874579381073,
          -0.8298157043917677,
          -3.067008052630388,
          -1.7950306018324422,
          -0.6084601945404063,
          -0.7052178231296723,
          0.3418821032034239,
          -4.397066417572786,
          -2.6397619457979773,
          -0.5531832743702897,
          -0.32870755959252734,
          -2.1617375223571442,
          0.3238818930825578,
          -2.396520759262641,
          -1.8984338123041717,
          -0.6777341935087782,
          -1.0742239338104183,
          -1.4372161847636598,
          0.2298186880507255,
          0.05821897389873532,
          -0.2937023437885199,
          -0.9382295578729324,
          -0.2118302000783089,
          -1.7048912515294827,
          -2.318133114945118,
          -4.321979317033341,
          0.17391298297872948,
          0.7963080183150367,
          -0.20380003055948667,
          0.7015345249796271,
          -4.015814217495578,
          -3.446214554869396,
          -2.1048851900107874,
          0.11739730224127824,
          0.15489983391879703,
          -0.10041987677177855,
          -0.28876546463259084,
          -2.216757242435001,
          -0.9627202305636533,
          -1.1077212184784737,
          -3.0679292527303192,
          -2.031057330755036,
          -5.012371368043309,
          -0.9340531411155345,
          -1.9589383815912742,
          0.6874186349245299,
          -0.3968007481222378,
          -0.20300064513788812,
          -1.6036183441254033,
          -2.0327227915873936,
          -0.6991370570589738,
          -2.0429604393212935,
          -0.41340891923785517,
          -1.226998812040599,
          -3.695112118696416,
          -1.8050755012118944,
          0.29311993591653396,
          -0.7999354234522547,
          -2.224732742502645,
          -4.531864916890469,
          0.3239715675905662,
          -0.6869828768698165,
          -1.6107769503422225,
          -1.395059853236662,
          -0.39277766759317584,
          -2.174483736251035,
          -1.340094217414607,
          0.5448305037718153,
          -5.346067081294296,
          -2.332253651790993,
          -3.8820675514493903,
          -1.160484075860914,
          -1.3001242688929318,
          -3.307556610001711,
          -2.0840216155191134,
          0.5578411274768614,
          -1.5285577411592246,
          -4.848832834085042,
          -2.252396188719557,
          -3.9845531110891867,
          -0.6755878109822019,
          -1.9054600842179712,
          -0.7269073207773539,
          0.14551443680325707,
          -2.4220779692601844,
          -3.392059187179698,
          -0.3039100396465882,
          0.5969865536815554,
          -1.5477180300981235,
          -0.16879843941438696,
          -0.34565939183438826,
          -0.6748365408215713,
          -2.2358470175421123,
          -0.38670189941972694,
          -3.903926626063829,
          -4.072997937160103,
          -0.3771994344151561,
          1.2756700285895934,
          -2.423535447266089,
          -0.7259559030497249,
          0.4086407183771813,
          -1.1444479194011,
          -0.6220693432669732,
          -0.9644223733369698,
          -2.020830188184052,
          -2.2376512551774264,
          -0.3568605169047704,
          -1.189737056522193,
          -2.8186413346289356,
          -0.33668829322360394,
          -0.9612659887615163,
          -3.67395314371432,
          -3.966104441632418,
          -0.04048717953886705,
          -0.4911290829084458,
          0.9529825164840902,
          -3.1522953438238384,
          -3.1080918127265886,
          -1.239292142219215,
          -1.1604826571281357,
          -1.407139089211065,
          -0.9265248421654171,
          -0.1789657699675997,
          -3.8783679075236077,
          0.05197397091827343,
          -0.9688098622010675,
          1.3054437975459283,
          -1.5555055976986067,
          -1.6065839499600025,
          -0.1912526868704287,
          0.6795614991161967,
          -1.6125947046742184,
          -0.303004144276628,
          -1.744256088967574,
          -4.785987388982798,
          -1.9886400242043003,
          -2.014054840313301,
          -1.3633668008481294,
          -3.3898490257116034,
          -1.427104613260533,
          -3.298497326120119,
          1.0648610095063373,
          -0.38830732722954014,
          0.14849888525268481,
          1.1777563584080675,
          -1.0889928003536244,
          0.5483273963699152,
          -1.7663445795579291,
          -1.532253859266456,
          -3.014038781178158,
          -3.1814043575922466,
          0.6558919885597639,
          -0.819314223280656,
          -0.08992772382260333,
          0.31915164990685047,
          1.0450040791436033,
          -1.2034073960951552,
          -0.5885071129422934,
          -0.20845117527928958,
          -1.3705132959555857,
          0.5026128408882904,
          -0.062206597651385816,
          -0.11820619599929631,
          0.11232550204049208,
          -1.2851397109890093,
          -2.4352246760217495,
          -0.39182789245045885,
          0.27365568552498604,
          -2.485228104867072,
          -0.2998938036857669,
          -3.5862963320003667,
          -1.4115069078242652,
          1.194364426174536,
          -0.05146378367176548,
          -1.8468326416669545,
          -3.4694824470690606,
          -1.306665076155675,
          -3.382634244590517,
          1.160374622126682,
          -2.478721287422779,
          -3.799277681241982,
          -1.0369564972566523,
          -3.044211644778497,
          -0.5896702492117019,
          -0.6507747934642759,
          -0.7634919021383102,
          -1.8914726936542008,
          0.5635664907927214,
          1.0856077935895563,
          -0.575840181928077,
          -0.6398423123678935,
          -2.8901468737925433,
          1.175597844853247,
          -0.09544523734187231,
          -0.0464969852576612,
          -2.8910731737627633,
          0.7668300294291948,
          -1.1049223356385802,
          -1.7591884382484804,
          0.29817004074692227,
          0.19998230415912843,
          0.3521457781917901,
          0.4586647397686191,
          -3.0084425488246556,
          -4.051683683636112,
          -0.3167065585453421,
          0.9659081795197245,
          -1.4840326156729569,
          -1.071205640371989,
          -4.238529179609518,
          1.65051555528668,
          -0.9581693160941643,
          0.28782291798566034,
          -0.9655101356226484,
          -4.462114903271601,
          0.07735026863948012,
          0.05994311763889604,
          -1.1537508562428864,
          -2.149299274911924,
          -2.543261485413262,
          -1.5886729578159178,
          -3.721707693971259,
          1.2897714111140186,
          -0.588692159000532,
          -1.6998976766342688,
          -2.5667848761894696,
          0.6191945630811151,
          0.25255911581248447,
          -0.028872295541896933,
          -2.411253631162628,
          -1.3246637907138246,
          0.25363278311987303,
          0.4481032116736564,
          -1.2355370997985031,
          -1.3901175166111077,
          -1.6366893287835345,
          -0.5320397027724233,
          -2.570893149116988,
          -1.5488118864932492,
          -2.818320296963471,
          -0.7311537670886978,
          0.6694959615331938,
          -0.18549449103862056,
          -0.7622699265523273,
          -1.54252584186375,
          -0.9316586197235475,
          -0.9540414992870582,
          0.2326042213564539,
          -0.38755076681153106,
          -3.2776007466831962,
          -3.761707947796021,
          -0.3411688746590243,
          -0.019075451213217645,
          1.509827023571342,
          -0.3527129401333779,
          -0.9984951916672659,
          -1.3632038923363563,
          0.22333670109784934,
          0.9695894092512796,
          -0.5609890410771597,
          -1.6991314466478546,
          -0.513476534525674,
          -3.3043291103467523,
          -0.8223897539268726,
          -3.877452617399835,
          -1.648047635383316,
          -0.22265943465516477,
          0.7514608368500384,
          -2.8073808452111644,
          -0.8455812446259127,
          -3.0071115381256948,
          1.1207524688922528,
          0.016494967591289617,
          -1.5548716574374641,
          -3.5351936231249455,
          0.025945074587357866,
          0.4249203276537042,
          0.4762060286174217,
          0.25034212525168686,
          -0.7215739138395205,
          -1.3286489715420362,
          0.4275173963307866,
          0.40774747783314347,
          0.755627702355749,
          -3.628848619904785,
          -2.720710556452456,
          -0.9261031095482969,
          1.0336962720065943,
          -1.6298691180925087,
          0.5937590642835756,
          1.0381665621835072,
          -0.006477134982055026,
          0.18815315008154287,
          -1.2437314039019176,
          -1.731128204940602,
          1.0456214092286342,
          -0.550853342969461,
          -4.139932949051054,
          -2.959611375941193,
          -0.6294212143532845,
          -3.712354047264166,
          -0.11807298830331311,
          -2.7767334420590344,
          -0.7196404450480373,
          -0.6381445099290183,
          -1.5115981882028686,
          0.7726183344312639,
          -1.8343814945862515,
          -1.5569352535149508,
          -0.32695859000262145,
          -0.3017901256406154,
          -0.46494759598521795,
          -0.3230375071654025,
          -3.8705674119606397,
          0.1043594688712852,
          -0.22061362579356972,
          0.21616966891502457,
          -0.19379229015498392,
          0.09036093858584177,
          -2.616229780017746,
          -0.1330479476513327,
          0.0299561407353176,
          -0.6973329228156774,
          -1.2052773589455157,
          -1.441597997398714,
          -1.4589520351581728,
          -0.590188154454683,
          0.6324251125813426,
          -0.48723525885984803,
          0.45894795636986846,
          -3.037562121210552,
          -3.7344323470945744,
          -0.5139732760250859,
          -0.9710583328496318,
          -0.04159401513687062,
          -0.5678811323860856,
          -0.8121466386342003,
          -0.49207026529442016,
          -0.5360097753502233,
          -1.2342659814168215,
          0.7130360414089333,
          -0.7556523432276301,
          -1.5234424588607147,
          -0.16383710089360137,
          -0.480491547058195,
          -1.0748852454430098,
          -1.941148266576429,
          -2.0175857185786445,
          2.060026125775549,
          0.3903866706487206,
          0.6720708812368907,
          1.4665053646440283,
          -0.806171422307483,
          -3.92208090299049,
          -2.0924951209875977,
          -1.9678832332595324,
          -4.579223475736166,
          -3.5864339878554277,
          -3.3192989671295647,
          -2.262015271644162,
          -0.10242416558419873,
          -2.0934523462390127,
          -0.8288611495702185,
          -1.1297920450398447,
          -2.044070886615208,
          0.5970702423382458,
          -1.3677355195743557,
          -0.6427076606492581,
          -2.3774757793478263,
          0.932294849260224,
          0.6411094612884923,
          0.1464108800244196,
          -1.0395527050866322,
          1.141757776499646,
          -3.414022897127494,
          0.22473941411689177,
          -2.7269911560210716,
          -1.7072711050174638,
          -2.2030107060688993,
          0.1433170984757473,
          -2.106278188026283,
          -4.338337321530894,
          -0.4516471673166935,
          -0.26932335118049405,
          0.1544132742882202,
          -1.3546422086311434,
          -2.2282519082313703,
          -1.8129402053729862,
          -1.0397101865427623,
          1.2840438231033122,
          0.11926962496153118,
          -1.3123521378970118,
          -1.387950826219677,
          -0.666242125864575,
          -2.8354415119135514,
          -2.554237194682533,
          0.7161727849632615,
          -0.8416311504219908,
          0.4154724195742687,
          -1.5497473800467638,
          -1.785200889461221,
          0.2820467793589628,
          0.34967475450613084,
          -1.1146591265349575,
          -0.5585271001227583,
          -0.6477772449247321,
          -2.92302673773972,
          -0.25607366755879524,
          1.5855011337579363,
          -2.097272428525899,
          -0.02750911857040055,
          -0.3803446908129525,
          -0.8182455759367285,
          -0.914602654952103,
          -1.1645235548216946,
          -1.4371678457683932,
          -1.7415802358197705,
          -1.804388965856035,
          -0.6962119600011503,
          -2.8440714201592594,
          -0.37767515954355463,
          -0.6236473607740284,
          -1.9548537147545908,
          0.26821955413947557,
          -1.9698042278245407,
          0.38001905949761144,
          -0.14594862803466147,
          1.149003822526219,
          -1.0397473841347948,
          -0.6713427919304524,
          1.0977862702360845,
          -1.3695382239125262,
          -0.2292403186731643,
          0.058765409664407485,
          -0.06719584197038905,
          -0.506771751830187,
          0.39162863757551597,
          0.6874625632676106,
          -2.800755220791131,
          -0.8007512500905659,
          0.7299217220882946,
          0.5955412026535984,
          -4.230765960133467,
          -3.788739907210498,
          -2.8665775970309144,
          -0.5438114643430288,
          -3.6441516068166684,
          -1.890738399675123,
          -1.476415083219502,
          -0.42611310065508334,
          -3.51903485379543,
          1.4572850828405726,
          -0.9280155139025178,
          -1.0491484837200962,
          0.7747640411265188,
          -4.476576907793859,
          -1.4948228273607014,
          -0.5568777360038668,
          0.2189385856125419,
          -0.06425941297983573,
          -2.3924040293315127,
          -2.8362616537646277,
          -3.5268325997182037,
          -0.6714670939351008,
          -2.1119367585562623,
          0.09399481001740784,
          -2.152229102947413,
          -2.4800611763201266,
          -0.5868489027607408,
          0.06568992245781591,
          -3.0380161351078945,
          -0.7158464447418789,
          -0.28754366077766014,
          -3.1534629663010056,
          -1.4169780719971639,
          -3.2363404150320845,
          -3.0571592465252886,
          -4.562952602203277,
          0.7796507761817514,
          -1.1857776169933345,
          0.0824907131272574,
          -0.301088358613481,
          -1.3842261477334081,
          -1.5974469006180356,
          -0.148883277987444,
          -0.9704415401023435,
          -1.1448688665261029,
          0.05317874850162487,
          -0.9255129658817122,
          -1.7021449836990699,
          -1.7747787287386214,
          -1.3993404167724253,
          -2.0665593809248253,
          -3.328748183468021,
          -2.1448450513277386,
          -2.1975282453699756,
          -2.574940404251059,
          -3.159444805883007,
          -1.5626873193482544,
          -0.42936025082492474,
          -0.5764950385673229,
          -1.8440914452643964,
          -2.502085956186654,
          -3.8702591185121813,
          -2.0190161735578043,
          0.8254139005089192,
          0.3258711477082193,
          -1.9475239673239877,
          -1.1300152783483035,
          -2.0630439678792465,
          -0.38338543975644646,
          -2.384434653836547,
          -1.041179645710667,
          -2.1533247858529863,
          -1.8857546510548497,
          -1.6177826480782715,
          -0.39814762861215863,
          -0.36357750911604,
          -2.2705782625250004,
          -0.010203071625648588,
          -1.5334695972821408,
          -2.8221805270060556,
          -2.870851057079653,
          -1.0704651996623613,
          -2.208132984988707,
          -1.8630724703604116,
          -2.9670299616581275,
          -2.5221096142014057,
          -1.5929927461031603,
          -0.39404529327874127,
          -3.200221526301748,
          -1.8630784007404988,
          0.541079827110138,
          -2.432813982273505,
          -0.20329324017005201,
          0.8306845284007749,
          0.4521752506986539,
          0.09781412068878673,
          -0.10040246639115064,
          -1.3419223027742444,
          0.3065489877228961,
          0.21449810909934316,
          -0.6534271275283376,
          -2.5985780137698575,
          -3.327832950183483,
          -1.5224033132355679,
          -2.2507103591214315,
          -2.9122682856923294,
          0.06395369437045076,
          -3.6978202322983638,
          -0.6685831807778299,
          -0.7985824188550755,
          -4.3988233694044085,
          -0.5885660441940337,
          -4.133932666726608,
          0.23298708059494125,
          -0.2746368007376407,
          -1.7940020010633795,
          -1.866563447137701,
          -1.8439830145814506,
          -1.2292548222673718,
          0.4693894948107181,
          -0.5496217439686086,
          -0.6119350271403241,
          -1.4365037878848301,
          -0.1748320006999895,
          -2.164039931010421,
          -0.12416479753054646,
          -1.6611214832188312,
          -0.1921029856478172,
          -4.370166647293155,
          1.191988612496414,
          -0.3547129619717427,
          -1.080552337431912,
          -3.815635203241074,
          -3.6412291112720805,
          -0.788850539804001,
          -2.5086901391099428,
          -2.115566748294581,
          -1.4626716351420486,
          -3.980357079412512,
          -1.674208115865218,
          -4.3161412200781335,
          -1.3817502528582517,
          -0.6408590050577159,
          -2.154782506961867,
          -3.964722951951516,
          -0.8443308245195997,
          1.3259161935309869,
          -2.7461951909550284,
          -3.676856544514059,
          -1.4751863474837565,
          -3.0641371546319496,
          -2.6785838934934882,
          -2.2703888653285484,
          -3.3072548727666646,
          0.14915583668085255,
          -0.393812025331623,
          -1.7993022186391463,
          -0.21193611738924797,
          0.11656280414576303,
          -1.0093037193851941,
          -2.145676982339779,
          -1.7279523912421884,
          0.3008889719653347,
          1.2077925379811218,
          -2.2361312767926185,
          -0.8194204195585273,
          -2.329873641250615,
          -1.6907444696282905,
          -4.428849532820204,
          0.37423571086397994,
          -0.6002374148323881,
          -3.754378502672151,
          -0.4153275732731491,
          -0.10964783119071239,
          -2.602026681269214,
          0.25586517798263,
          0.6163688690031243,
          0.6010815339213602,
          1.2439261938025263,
          -0.8456507862215323,
          -0.2951720177938553,
          0.7826940342290933,
          -0.027860900164463256,
          -4.553938408891835,
          -3.3091333813573827,
          -0.3419993323443755,
          0.7144613454340685,
          0.07481768293240701,
          -1.5824962533881597,
          -2.0090342719337677,
          -0.26631741153730937,
          -0.022961418603663904,
          -1.422343584587325,
          -1.322212637520292,
          -3.3001821025193263,
          -1.650687962091231,
          -1.804635281814715,
          -1.1021523996578462,
          -4.32800593609138,
          -1.620924387662763,
          -2.9334890612161653,
          -0.29753475718048444,
          -4.664797790681753,
          -1.8595445538395938,
          1.314284294891976,
          -1.3793342268720745,
          -2.4027656342925403,
          0.8699973277717553,
          -1.591321800602536,
          0.3047573752350627,
          0.13620556766005998,
          -1.5089162601854933,
          -3.3662815062987788,
          -0.8618181438520777,
          -0.29686438970468526,
          -1.034295047971408,
          -0.4633422544275682,
          -2.0629106636239074,
          -1.384731492329762,
          -2.5705958368095048,
          -0.2085493223146762,
          -3.5124422121570458,
          -2.358121737017991,
          -1.4970399505425565,
          0.6938023427167407,
          -1.6126007963374307,
          0.15782905592546095,
          -1.198350176974918,
          -1.9163425191010894,
          -1.5062843888525725,
          0.48233577243777026,
          -3.533544557036592,
          -1.8093096078727324,
          -3.9827142372038047,
          -5.0338615152295505,
          -1.2807413449107368,
          -0.267451830586125,
          0.6093904437673628,
          -2.557954978864656,
          -2.0054580791502725,
          -5.1246152952225925,
          -3.8742033874445982,
          -1.2502220425229311,
          -1.6069485009483917,
          0.16330356081698552,
          0.8449826670061911,
          -0.5667555554153787,
          -0.2368972776380118,
          0.3026716230552523,
          -1.2454697133470376,
          -0.7492488904138837,
          -1.9078782524827922,
          -3.3968481088926525,
          -0.15524910933517003,
          -1.2981578602955623,
          -4.427259789613295,
          -0.8463164703814242,
          0.1588131352854616,
          -1.8133569507203557,
          0.8602959523472846,
          -5.239319357587376,
          0.2601904794477558,
          0.5193142347623658,
          -2.8294177872574022,
          -5.155047975520107,
          -0.8354011829706871,
          -4.828056432805232,
          -0.5758641179276266,
          -1.749630175993252,
          0.3863914621186624,
          -1.9779503072427809,
          -0.21305007782629307,
          -1.3937504888737908,
          0.6078484017246304,
          -2.696920306105166,
          0.09235843199535716,
          0.6726068210414614,
          -2.912208274549213,
          -0.3478427634523274,
          -3.593406025219625,
          -0.2537360915462007,
          -0.992155916429719,
          -1.2120661661330656,
          -2.2997663936060677,
          -1.5844657775172224,
          -0.2730711153026017,
          0.39021452730827544,
          -3.9318456478353747,
          0.2574825678794142,
          -3.394665404078744,
          -0.11171569095750557,
          -2.3959565113432797,
          -0.45507605038697513,
          -2.5826046862939958,
          0.04692930736554054,
          -3.9353579861465713,
          -2.172859199682411,
          1.460046067722368,
          -0.9696305836757645,
          -4.405470731379519,
          -3.8989897903818727,
          0.6971446134068506,
          0.03559853385773372,
          -1.3648695491227192,
          -2.6105960329265976,
          0.8467061761891022,
          -3.600689205618192,
          0.46495293666952303,
          -3.8734631952061336,
          -0.32358522942810153,
          -0.6874311223653603,
          -2.505099573026846,
          -1.534002439717462,
          -0.7529331115159984,
          -4.650298508665751,
          -4.283915176769906,
          -3.332126034720165,
          0.7819590928197588,
          0.8019981978367328,
          0.001136006127265987,
          -2.810993936855192,
          1.4909983285179933,
          -0.8459241310508331,
          -3.1307509489340095,
          -1.6891041744221311,
          -1.9476390295126986,
          -2.2408281410801743,
          -4.212173966111782,
          0.8738820791653928,
          -1.8264388144119008,
          0.12840985498683724,
          -1.940402202562028,
          -0.05578558740759421,
          -3.5555751165397695,
          0.5381106346478404,
          0.6088849762632298,
          -3.799078763416563,
          -0.7489375950565756,
          -2.2892806388365847,
          -1.7634761103161163,
          -3.3066754945340913,
          0.8218569034988749,
          -0.722525267493801,
          -0.10770862692406039,
          -0.9550088020515923,
          -0.41032049928964925,
          -0.7515243111056115,
          -4.302756629774516,
          -3.039565378755482,
          -0.28276105789904826,
          -0.830675483498156,
          -1.202359342436295,
          -1.205074710647865,
          -3.472899463684874,
          -3.937960886719006,
          -0.03895245008143909,
          -1.660034368765882,
          -1.1196356863177783,
          -0.673028543325428,
          -0.7044569278019595,
          0.3452969150101,
          0.03148168413072232,
          -0.897300656076505,
          -0.51520366885032,
          -1.237016009127383,
          -1.9482867974296114,
          -1.0246300675425855,
          -2.201555551408079,
          -1.6292003675119628,
          -2.4643875026103386,
          -0.6251985655428424,
          -3.8166782409822186,
          -0.703385872025468,
          -1.9709082360737462,
          -1.8616977221152515,
          -2.1960448241499213,
          -0.48249485135122194,
          -0.9688800912128346,
          0.05835719733967584,
          -0.00826071454045582,
          0.11123036481012473,
          0.5926053473868232,
          -1.2657274820398732,
          -0.07153088106156459,
          -2.4175605935034485,
          0.4845450964756783,
          -0.3439565662600014,
          -0.14772181348080915,
          -4.114939863413209,
          -2.7382282817505037,
          -0.17922436415906018,
          -2.451030675639489,
          -0.9666766832855489,
          0.11159839579205218,
          -0.1669438008002323,
          -1.2570130370108845,
          0.45985470505293524,
          -0.41004485654761685,
          -0.3674560067274562,
          -4.305252034662408,
          -2.655607308963589,
          -1.5582960307755562,
          -4.380242494207401,
          -2.3176681218105335,
          -0.6485318528185231,
          -1.0840433828399911,
          0.14515617234029463,
          -4.681322037476082,
          -1.4360906464772958,
          -1.2500160321672769,
          -3.1996074317050147,
          0.14989064443330843,
          -0.15460206833044507,
          0.23626145279892033,
          -1.1643320085854285,
          -1.543306182648897,
          -1.2883686834381125,
          -0.9504907171161017,
          -1.9069964006736617,
          -0.6996252239954546,
          -0.09264366846860392,
          0.5664128486124469,
          -4.033540685876931,
          -1.6644035393346457,
          -1.2684752985934815,
          0.20039805734496788,
          -1.3687997104691532,
          0.3133547053958424,
          -4.009231064793732,
          -4.524357004943247,
          -2.0710526462731456,
          -0.8838430930755027,
          -0.10534357333430258,
          -0.7067104718717685,
          -0.5844766969374456,
          -0.7582124380761743,
          0.24596754802982246,
          -4.466764794927906,
          -3.3707612442562667,
          -2.954800514145215,
          -2.588523537517223,
          -2.0016358694356198,
          -1.9766266207205503,
          -1.8319022320295408,
          -0.056635298473485585,
          -2.2285169756089735,
          -1.9983798752385011,
          -2.668822564124701,
          -1.4520487096803676,
          -1.0511207144394068,
          -3.983182520201445,
          -2.367252629086677,
          -2.68428126864292,
          -1.1380490255226263,
          -1.7926007092348357,
          -0.98011169995233,
          -0.6737690706860969,
          0.10122364349819193,
          -0.04111355839706271,
          -1.3385106617925258,
          -0.07570109210104871,
          -1.1619859881954213,
          -4.642413190792435,
          -2.437838628820913,
          0.27533058579279107,
          -1.1041827696788031,
          -2.3278799597534303,
          -2.8410800126888867,
          -0.9714048549017122,
          -4.585514567222016,
          0.7735708572328973,
          0.37462258324971576,
          0.048760758850613484,
          -0.31373429724516866,
          -2.4663708284158634,
          0.27675116439564684,
          -4.499020983084757,
          -1.5428203457722947,
          -0.4677035273492019,
          -0.8045245657878711,
          -4.611030814684936,
          -0.9273506505853121,
          -2.5321184997389876,
          -1.437978610563425,
          -2.473740302661464,
          -4.097589392623142,
          1.0798051115055731,
          -0.13204067609053396,
          -3.478398010132334,
          0.8048032036363162,
          -0.38406763508845637,
          -1.5255922839673737,
          -3.8529298579621054,
          -4.642688407560579,
          -0.8818176887374867,
          -1.6670792924337572,
          -0.22497695202789508,
          -4.325609434466471,
          -1.0852411968291884,
          0.7921635424666205,
          -2.2780981779531517,
          -0.08107266527025009,
          -3.474170838638604,
          -0.14331615865529188,
          0.28194544993297227,
          -1.3782489670930669,
          -5.334231042809668,
          -3.0302621449120504,
          -1.1857552082644,
          0.662059574674526,
          -2.2381026047275636,
          -0.25596435422605895,
          0.37785944414606853,
          -0.11082658755087584,
          1.220632908602753,
          -0.8152050556146629,
          -2.8126142188284504,
          -1.2541562116123577,
          0.14656214936199513,
          1.5340619259938668,
          -2.9239947105010207,
          -1.9875651161623968,
          -1.6017753981238694,
          0.5803551638939158,
          0.4064339626020501,
          -1.7447347306027392,
          -0.6696804652278748,
          -0.3158939353408418,
          -4.616636474858868,
          -2.3039630662168804,
          -0.43014314883752375,
          -1.8662852970607675,
          -0.49300222424292955,
          0.019882008256105213,
          0.8415779731518699,
          -1.3312967674685563,
          -2.2094763313615737,
          0.10205861780442585,
          0.35971931249543526,
          -0.22341095788555454,
          -2.6897677013714745,
          -1.8356057846583715,
          -0.5811570285607819,
          -2.6818632222990346,
          -3.841880885468525,
          -0.3748394217605134,
          -5.163924811710752,
          -2.8082956273920385,
          -2.8984215765810126,
          -1.5171041870764128,
          -2.33828805178437,
          -3.738247488648682,
          -1.7474928346342469,
          -1.1566222783062425,
          -4.739906736659088,
          -1.3837006825342402,
          -1.2390063255432442,
          -0.7678064771679366,
          0.3695981342431894,
          -0.21057740489843563,
          -0.1404893379834819,
          -1.1880990157150118,
          -2.7680053749377085,
          -0.946250368692141,
          0.8183713411958685,
          0.4156166849201419,
          -0.7591577049323069,
          -3.7155084699535275,
          -1.2028458512537539,
          -4.279067229296613,
          -0.96875039211726,
          -0.9133673629378032,
          -0.19054974459746257,
          -0.7328997382825166,
          -0.7167031682007124,
          -1.144230258748812,
          -5.202192620246815,
          -1.9982639151208657,
          -0.823908909901772,
          -2.8313933675122076,
          -1.5783600766774133,
          -4.927786025306987,
          -2.355364850930361,
          -1.6720926906815923,
          -5.114921733467557,
          -2.6277318782114443,
          -0.5931240049046187,
          -3.2909902032947005,
          -0.5864187825916951,
          0.8481476980752845,
          -2.2179397058175594,
          -3.0788305397001534,
          -1.312471873326193,
          0.2612386874053288,
          -0.5673240031324275,
          -2.0313316521323075,
          -4.46121294115621,
          0.7632219981754474,
          0.2515339303711653,
          -0.6604792631731787,
          -2.6539082500888136,
          -1.4435888285181722,
          -1.683950069574691,
          -0.2056860334703714,
          -0.8147060506451702,
          -4.711951851563136,
          -0.5209997612288914,
          -0.10894602712535034,
          -2.0088683031874837,
          -2.231302425328211,
          -1.8111003263000116,
          -3.923515363708245,
          -2.455537551398756,
          -2.92697882645703,
          -0.8277621804720189,
          -2.675470201650018,
          -0.5377571203030436,
          -0.655223333498179,
          -2.3069152137780136,
          -0.9909437710689212,
          0.8792119786404538,
          -1.3650960387782747,
          -0.9030868307648452,
          -2.8175156078100834,
          -3.6380661005392527,
          -1.1075751907250762,
          -0.9560474224992314,
          1.032930271212304,
          -2.180235657793424,
          -1.7711297814009437,
          0.003788291248580372,
          -3.47950283141737,
          -1.446710426300716,
          -2.5940689493917666,
          -3.1042053550174553,
          -2.9091464233125435,
          0.048128365252919234,
          -1.6648505124560224,
          -1.319855573424281,
          -1.6537546408946247,
          -1.5347042220709546,
          -4.30351463661616,
          -2.738459464452987,
          -0.8252283837302048,
          -5.274278809488388,
          -4.305544518651388,
          0.42136757282112125,
          -0.7586730313245227,
          0.06767341951813637,
          -0.2628513389975649,
          -3.7950043632999537,
          -3.362618707140231,
          -0.5803379904256482,
          -2.0637999279215324,
          -0.7592049852192051,
          -2.3844779839212866,
          -2.125562485334308,
          -3.7125222106381313,
          0.9342381995257085,
          0.2388778481660839,
          -3.2365226731472014,
          0.21057368405497187,
          -1.5730655534031384,
          -0.5078584595217787,
          -1.5666232965485234,
          0.6256744490952855,
          -4.792266371805817,
          -4.875125648483502,
          -0.7832618071143977,
          -1.862043279894057,
          -0.7698624629809944,
          -1.9878751623912454,
          -0.46085070483230617,
          -1.4273085975111601,
          -2.1163118281338495,
          -0.4143500858534324,
          -1.0386756173682385,
          -0.8874056414410169,
          0.014358021251162055,
          -2.1085163659021315,
          -4.86751588615855,
          -4.327667240457071,
          -3.9527745857820396,
          -3.884853903549376,
          -3.608768211708338,
          -0.9438208360986189,
          -1.967607087617785,
          -1.009961570102006,
          -0.6277561635741662,
          -0.5645736039235731,
          -0.9374094916377308,
          -0.550775659074053,
          -1.8125049625662535,
          1.1145919409038814,
          -1.7098233161048013,
          -1.3537227925573787,
          -4.092257772138992,
          -0.2591440192529956,
          1.1489717818746241,
          0.11762291576500894,
          -0.9216346634326812,
          -4.488526576139337,
          -0.5846137304591267,
          -3.7701141167990744,
          1.2133326734548486,
          -0.49682471082551705,
          -2.8840434069858705,
          -0.934383651211563,
          -1.4740733429540136,
          -2.539767277406522,
          0.04984860136042889,
          -1.3827442171898499,
          1.5149984759337753,
          0.5737139163067141,
          -1.7058397558107645,
          -3.939561160731996,
          -2.621345095566756,
          -3.551018545172929,
          -3.1465121456572427,
          -1.3210468578777133,
          -0.17794451981608278,
          -1.8078671857426356,
          -0.6358126545863843,
          -1.8329868602655666,
          -3.153023009758479,
          -3.2589357720396013,
          -0.6727760301103859,
          -1.6680306299256618,
          -0.9114174087483007,
          0.727657221385017,
          1.4498069140191459,
          -2.1249778375548902,
          1.579348905913695,
          -1.4336138823827211,
          -0.9674871361885646,
          -2.6530793915044555,
          -1.3121436846414731,
          0.8158359255455282,
          -1.1057903016515127,
          0.3182126989013862,
          -3.063637899306855,
          -1.467924995501726,
          -0.7904108781942863,
          0.10285811226573029,
          -0.7901812976286189,
          -0.7203528343383931,
          0.227930857899247,
          -3.6445514157990964,
          -1.0351639409458442,
          -0.9672836835036448,
          -0.625481579988616,
          0.5895128473886353,
          0.9016363586240399,
          -1.058514732372437,
          -2.8522519904857426,
          1.041716631287059,
          1.227428995850578,
          0.6267856721910595,
          -1.9562826123730686,
          0.19293020810171468,
          -1.3832349048233044,
          -0.5936810163165313,
          -1.1741017256209212,
          -1.3806843843766257,
          -1.3533528594738302,
          -0.40348610523115475,
          -2.0407185167770376,
          -0.7181724320997492,
          -0.9395829406156305,
          1.1783232211432229,
          1.503450987168174,
          -3.1746504718091795,
          -1.0860638119438883,
          -0.6706773945669451,
          -2.1993847944407015,
          -1.934611656569437,
          -1.0428843229242848,
          -1.1781295835825607,
          -3.79538144974946,
          -1.4357301833794929,
          1.2410061685091205,
          0.07904276093706632,
          -2.336735532562815,
          -4.17586091023971,
          0.35783594770566163,
          -1.28750952335407,
          0.9046325599095174,
          -1.1146214342826535,
          -0.31420427371943804,
          0.2379295329798232,
          -1.2514807959346934,
          0.030806671099970456,
          -0.22062059764567202,
          -2.799430406131728,
          -0.14755417063939655,
          -1.4402513538059365,
          -0.6148665796383158,
          0.3125071351253859,
          -1.2809031074056412,
          -0.6180447150123151,
          -3.391469059253366,
          -3.780836596286515,
          -1.3185907409076276,
          -1.3260723491236597,
          -2.8272192910897576,
          -0.9447484388123694,
          -2.9115544317268554,
          -1.8967260881214645,
          -0.4127766781859033,
          -3.15074932081891,
          -0.7503537127531317,
          -1.5120378015236517,
          0.3052154950325322,
          -0.24290685302169102,
          -1.0929710707124705,
          -0.6304684520433279,
          -2.6166236664857943,
          -1.755991644101222,
          -0.6821536152890267,
          -2.2894294979573093,
          -1.2790204544945252,
          -0.3861570638195946,
          0.42547831213289383,
          0.8749650336164616,
          -0.08472381521098024,
          0.9847701987331272,
          -1.6709981423131806,
          -0.37634067488100814,
          -2.8451267737551884,
          -3.2345181017021845,
          0.5985829239554524,
          -2.432285221285799,
          -3.3363940993250565,
          0.20589655855114175,
          -0.11819638723855275,
          0.04621499558704579,
          0.14183647131793836,
          -0.9818330589456562,
          -1.036544768949429,
          -3.074806571670679,
          -3.750501225274708,
          -1.5249025068266653,
          -4.516066628136207,
          0.38289774210961625,
          -0.2575886617438808,
          -1.775061361191013,
          0.5486210276240896,
          -1.6157590839350853,
          0.2772386167830663,
          -1.6335807352832679,
          0.10461950111521769,
          -0.2558532449577021,
          -1.9440281967176258,
          -1.0064530681304973,
          -1.7455525421965319,
          -1.9262958209899337,
          0.5362859351074302,
          -4.079539888908778,
          -0.9739438350579848,
          0.017653407067345833,
          -1.1455157938186091,
          -0.58595591463037,
          -2.7455690438357125,
          0.22104356451521212,
          -0.25627442148580853,
          -1.0173555892263384,
          -1.302641370317799,
          -0.9987363580510807,
          -3.7653966437743875,
          -0.641943671165901,
          -0.33020749401025457,
          -4.179768842901331,
          -0.9220918738375563,
          0.2126580247790724,
          -4.255778226826962,
          -0.7208738743626842,
          1.7160059594555908,
          -0.30747064839790306,
          -0.005797750727039497,
          -0.6392192382559424,
          -1.5030701654488503,
          0.7160280436122113,
          -1.2537592416144177,
          0.4372829154654804,
          -0.28685967916547406,
          0.12653388009016,
          -3.9863255539174793,
          -0.8301157240361025,
          -0.4280253921277514,
          -4.401278719466319,
          0.21252157237164804,
          -0.9540804461298696,
          -0.39937907442011394,
          -3.185747320444446,
          -1.1782062976289362,
          0.5010511610361669,
          -2.9159214396314956,
          -0.013296027422462404,
          0.036565650527778576,
          -0.6214832252317082,
          -2.463537115270384,
          -1.5581560815647333,
          -1.1520840520008295,
          -2.3882939748946708,
          0.3946212409796614,
          0.9909651650407393,
          0.08660177261930427,
          -0.937299196234558,
          -0.28250951171444805,
          -0.9763868820233421,
          0.5661161672249436,
          -2.158553335024603,
          -0.8636188544777782,
          -1.1076877819019848,
          0.20758789045269802,
          -1.3733683221668986,
          1.0018096540234822,
          -2.149431302303066,
          -2.0706542119983427,
          -2.1921874387665192,
          -1.2776803149234015,
          0.3992245103298803,
          0.3677217084409028,
          -3.3069505612385157,
          0.6690884704732852,
          0.3257489151470983,
          0.17463442367567497,
          -0.6028984011384608,
          0.3619603013216362,
          -1.5179286373187046,
          -0.5972145645619752,
          0.13035020559457328,
          -2.0120612502513504,
          -1.451208307507123,
          0.7894840123708781,
          -1.494144651501976,
          0.6478331449757386,
          -1.4922354709350485,
          -1.2530727836051807,
          -0.3293870984540425,
          -0.914516717751341,
          0.23147615549629738,
          -1.0201900215262303,
          -3.531811456582289,
          -0.8929818470723125,
          0.022542836869222132,
          0.8618386650365143,
          -2.8259334843239055,
          -0.33217256760343156,
          0.19284805072453173,
          1.1767437346079073,
          -2.585856545684714,
          -0.5308570014720965,
          1.18763276043043,
          0.40242907683052104,
          0.0974182710625318,
          -2.5372955432846322,
          -2.2629771586558722,
          -2.6859753541062825,
          0.9818928236754554,
          -0.6904018678045428,
          1.2764433220467726,
          0.7033084624190066,
          -1.3381576076802273,
          -1.1485127586287955,
          0.09137306633874161,
          0.6672740554232267,
          1.0891828700177273,
          -2.5994311823015543,
          -0.8116272250992681,
          -0.9299692313705742,
          -1.7235861260174399,
          1.050653038796827
         ],
         "z": [
          -2.391095849335462,
          -3.0934145585419976,
          -2.215058425286763,
          -2.324265275899262,
          -2.546394351092109,
          -2.628932410367428,
          -2.3143321595104718,
          -1.818479376658922,
          -2.0810180221357353,
          -2.0706149829278657,
          -1.9499637218788393,
          -1.776240214829139,
          -2.204350297171439,
          -1.1796896768699656,
          -1.7327123528096282,
          -1.6742475234477543,
          -1.71963361358594,
          -2.0699008379687633,
          -2.0397549479210286,
          -2.7763493718780645,
          -2.0223934318799577,
          -2.0029239489665174,
          -1.98504648022822,
          -1.7937662749341643,
          -2.0539016217667503,
          -2.809290170789874,
          -2.728824032507232,
          -1.8373938833397014,
          -1.7260576018219518,
          -1.9173768960760535,
          -1.8421687791769368,
          -2.2622134556682916,
          -1.8617427042369168,
          -1.3987665740045587,
          -0.9686934715180167,
          -1.7032097578238066,
          -0.9368020134001175,
          -1.0087573242538856,
          -0.604885003063596,
          -0.4223589698006822,
          -0.5961633320025165,
          -0.5869668427165211,
          -1.522076449200849,
          -2.123176738935253,
          -2.4921876574612605,
          -2.2942532319129096,
          -2.2658090099797947,
          0.5828149015173332,
          -0.36967767849167904,
          0.2625541197895508,
          -0.31627071430375353,
          0.33909435871060406,
          1.0629182211489003,
          1.2723750228379898,
          0.6706752258069975,
          1.2220620982091281,
          1.3523558285123423,
          1.5477742075467995,
          1.0352756838402777,
          1.0573833216973467,
          -0.01433962839491248,
          0.3999907408276952,
          0.23045349263056908,
          0.7536555616434433,
          0.6026574058271726,
          1.2499029436038076,
          1.0551456009572615,
          1.4734943243628513,
          1.468943357648336,
          2.1588846700052478,
          1.1797911834138772,
          0.6435690476030315,
          0.9250297725780205,
          0.6145200058039257,
          0.8780580993379882,
          1.1645026549505426,
          1.2165916350516324,
          -2.362530711902572,
          -1.8102391869953023,
          1.2799667702554278,
          2.0220077138987667,
          2.165622323962941,
          2.877804262146877,
          2.7140522075675357,
          2.724403251452526,
          1.8880857515021874,
          0.8905537406883157,
          1.7203273534054522,
          2.168462740864722,
          1.8601340347044566,
          1.6387065507778662,
          1.7564837248725895,
          2.0582773070873372,
          1.771388404931072,
          1.9893237517001827,
          1.732147266430313,
          1.8156198204557459,
          -2.2962331611036193,
          -2.157320278400327,
          2.2407991689931634,
          2.507643239727865,
          2.486044846916384,
          -2.066601188047019,
          -1.7806938009529765,
          -2.319805055753403,
          -1.906118461411501,
          -2.00323308254462,
          -1.800297036820912,
          -1.5633340331447487,
          -1.5770038656608636,
          -1.9640432203977436,
          -1.7595645682422842,
          -2.655553304101909,
          -2.007424322538248,
          -1.6104266920735681,
          -1.4896289822208066,
          -1.7446712543183027,
          -2.2179900008260014,
          -1.4099238619672758,
          -1.7403092782716119,
          -2.6322383481290585,
          -1.6099038785532283,
          -2.301451772832055,
          -2.7890861875922974,
          -2.291480288888622,
          -2.2673956666296085,
          -2.4869145900462843,
          -1.5816509594769896,
          -2.091184020873561,
          -2.541282079471974,
          -0.9835773908788753,
          -1.5947100868652693,
          -1.6167064176792565,
          -1.6540995929516311,
          -0.8301174399950615,
          -0.9032942011663818,
          -1.3403763196628355,
          -1.692194240390951,
          -1.477127303587237,
          -1.6328728359116889,
          -0.2560127322563636,
          -1.394744491791717,
          -1.3148358173064303,
          -2.339373835555017,
          -0.308345545699924,
          -2.049404211180619,
          0.4739273876241207,
          -0.3775270861115322,
          0.19854744565460963,
          -0.5449166086485834,
          -0.0661468717058903,
          0.12923766386549848,
          0.4901184634145552,
          0.24593642417267458,
          0.38283216978213996,
          0.0320040270719644,
          0.5112588689551315,
          0.6244620951827731,
          0.7267360192542902,
          0.3653198784128119,
          0.3871102897681359,
          0.4416038390228158,
          0.7783425058711033,
          0.9997062024537848,
          1.046337051400089,
          1.0650499184367228,
          1.4285712428318396,
          0.91927027891817,
          1.1849138954558787,
          0.8347281761234073,
          1.6109665656418057,
          1.8157085876358525,
          1.1309648487375412,
          1.2958911116486589,
          1.3855839442621418,
          0.4724077069707387,
          0.1493489854131103,
          0.6040137487909985,
          0.8375873450934428,
          0.9642416865971061,
          1.3464727688563847,
          0.7218170305734336,
          1.075316163309682,
          0.918637229349231,
          -2.2831962826686945,
          -2.770271811164715,
          2.1846291309648107,
          2.359295230104367,
          2.433479107789128,
          2.334982564646684,
          3.093952593873336,
          2.047765527533318,
          0.6705523006269718,
          0.857221853253391,
          1.1023160758091548,
          1.8344001823921043,
          1.4019766515113694,
          1.7223830028093159,
          1.2094119560325767,
          1.2421813282842433,
          1.3806451932314403,
          1.3453118417420291,
          2.080622428505419,
          2.299687212710533,
          1.8071437849755043,
          2.0367622763269813,
          2.2977293780324155,
          2.367752218160079,
          2.1439115797466943,
          1.856749524921059,
          1.6724944885287074,
          1.8050776723657824,
          1.651112116968909,
          -2.1197274629788367,
          -1.5179135005027564,
          -2.096772074663295,
          -2.081723057503808,
          -2.0268459617277315,
          -1.9801272450802345,
          -1.5296760526160111,
          -1.708328510957875,
          -2.380819904102001,
          -2.727240164074721,
          -2.236256435721787,
          -1.299885644015737,
          -1.8412076357243279,
          -1.0213373347760721,
          -1.6598181665296627,
          -1.6373462172776503,
          -1.8240697732501057,
          -1.4318453166443286,
          -1.6841021576267394,
          -2.37423604735135,
          -1.5089997146834588,
          -1.1342127838624108,
          -2.0712694958804216,
          -1.6427991100877493,
          -1.6485261300665857,
          -1.8103192950143627,
          -2.519089167170838,
          -1.4970775589562872,
          -1.4925825632010945,
          -1.9853003748070595,
          -1.0307266015613827,
          -0.9971234539522364,
          -1.6928247622202566,
          -1.66981729983285,
          -1.1267302332434945,
          -1.121893039142366,
          -1.2316211037545854,
          -1.4003439595882337,
          -1.1372595907589134,
          -1.8021554460947293,
          -1.7733420882546598,
          -2.4712112533388044,
          -1.7313943591588419,
          -1.543837071017681,
          -1.9417653231723462,
          -0.9897540282053305,
          -0.5582140049703098,
          -0.20888696787981242,
          0.046057426196213384,
          -0.07324028744985257,
          0.02729148283293964,
          -0.9675639058879495,
          -0.01107367793151408,
          -0.1434332071551697,
          -1.1285210041990996,
          -0.9387043054538342,
          0.23179980545118584,
          -0.07931276644746367,
          0.6832882630730694,
          1.0598980400841722,
          0.9414916294306096,
          1.293278079053223,
          1.3759424356369636,
          0.7298355156743268,
          1.6674169605359346,
          -0.3144600763664675,
          0.8444916357647851,
          1.4120061650815057,
          1.1317711996982747,
          0.8739746173393159,
          0.776353874415882,
          1.1024479089009025,
          1.3077064058258652,
          1.7214417673416589,
          0.9414178056150836,
          0.9720813891973965,
          1.0767881876341872,
          0.841986999715214,
          0.9646409109610256,
          0.663459283767905,
          1.0888270800749034,
          0.5632924984161115,
          0.4584929219204409,
          1.1602174530597478,
          1.0630802260435814,
          2.139692916052888,
          2.5720025294097497,
          2.3838659096574566,
          0.715501441297534,
          1.1863028034769487,
          1.6720844576032698,
          1.9561163080664965,
          1.26766090242037,
          0.7877139953140734,
          1.2521241997280306,
          1.7078602305517627,
          1.2479210253081814,
          2.4705522863928633,
          2.1174499255471457,
          2.240255703211816,
          2.0239855426973947,
          1.5643694222456375,
          1.9924638049973502,
          2.553126672215875,
          1.9405370841947902,
          2.7120519334521767,
          1.9474475234503033,
          2.344886687108657,
          2.6015095370117893,
          -2.625166663386008,
          -2.1414642373481256,
          -2.04178255365522,
          -2.519462091171118,
          -2.349688053201381,
          -2.974697181216884,
          -1.9096092284635524,
          -2.9551956469057132,
          -1.1861078179793403,
          -1.5176886537434497,
          -1.6761540516889861,
          -1.6548981622124035,
          -1.9760040650683028,
          -1.957278153879606,
          -1.072839042578165,
          -2.0317762459537114,
          -1.2968815242343417,
          -1.8368757258480515,
          -1.8006411245877023,
          -1.8329660273400323,
          -1.0388565547879323,
          -2.525017050248623,
          -1.6949025908702888,
          -1.9380245266609935,
          -2.0964004009833,
          -2.161966479488514,
          -2.3070288850120475,
          -1.8815892725921641,
          -2.5321293397678786,
          -2.598289200557368,
          -2.78832132367725,
          -2.3596501493064657,
          -2.584853147449126,
          -2.447577401083933,
          -2.6442170810493124,
          -2.7934119924799767,
          -1.1004809004666856,
          -1.745369996243816,
          -2.1995153984703286,
          -1.1722361490761801,
          -1.3955648984937776,
          -1.8148700967584392,
          -1.707859766687899,
          -1.78410810036024,
          -1.9253124914005388,
          -1.7095508476432564,
          -1.1459671082561922,
          -0.9138517087136295,
          -1.6405459440227952,
          0.08057884844519304,
          0.45566792366869757,
          -0.3299353701495882,
          0.15845467991980444,
          -0.5561238603995874,
          0.03185478836766998,
          0.21736774574629794,
          -0.379155253334346,
          -0.4442359333704356,
          -2.228331872810604,
          -0.3391637921040699,
          -0.5213973435198694,
          -0.15274955051294972,
          0.7322367015009391,
          -0.1063780838734108,
          0.969071134100523,
          0.39099439789866774,
          1.2818299953946084,
          0.7926180566498878,
          0.4661468045367306,
          0.811245826781811,
          0.8806922979399888,
          0.9904287947283028,
          0.6383615982494836,
          0.6022711711596448,
          1.3919719125916126,
          0.39735500356794035,
          0.7486097239806528,
          0.7006793192672306,
          1.2227402343332539,
          1.1582598844386947,
          1.1086163220702536,
          1.164075688685749,
          0.8432384426450624,
          1.1802678457791305,
          0.3148172197235568,
          1.4489569672324594,
          0.7187496610562369,
          0.610705860174329,
          0.9224410674839193,
          0.8036407937981448,
          1.6363959344562944,
          1.556692916716465,
          1.1312781258138604,
          1.4453661527207977,
          1.6256427978430956,
          2.0262588536706145,
          -1.723737736256718,
          2.1335984634668756,
          1.607686053027648,
          1.907890244707575,
          2.3086810837943186,
          2.5382938276445457,
          2.6901596825392775,
          1.6042551541486534,
          1.4378287847278521,
          1.292931913722471,
          1.4879798742905894,
          1.3158771315385203,
          1.9007927641349573,
          1.0040862861797335,
          2.0954472089409113,
          1.739288738736422,
          1.9503519130169233,
          2.4779835809882926,
          2.697605086999795,
          2.501253197012884,
          2.395264062986781,
          2.62884369978338,
          1.7401331389060637,
          -1.6365412162800352,
          -1.6399416279847567,
          -1.576771298762425,
          -2.361241655684015,
          -2.029243164010239,
          -2.1559781442554833,
          -2.086141247649875,
          -2.4945406764908156,
          -2.386036182242026,
          -2.1733657354846234,
          -2.4444429345396532,
          -1.885192773239591,
          -1.6608340352779474,
          -2.7833078847066797,
          -1.149560645508293,
          -1.4794362322349583,
          -1.7997680274620038,
          -1.5847646387692376,
          -1.1698653003012505,
          -1.1283630341382005,
          -1.5037341488345934,
          -1.7710281625950308,
          -1.7135262660467734,
          -1.198296404362767,
          -2.5862426017479985,
          -2.19824039372637,
          -1.9536727422889275,
          -2.7974984979201047,
          -2.487690564302616,
          -1.4636412682209836,
          -2.219328153809846,
          -2.2531186986031275,
          -2.4242260803075095,
          -2.3019742707564332,
          -2.2408501306136093,
          -2.9992431618985402,
          -2.859229178156208,
          -2.4935571488394164,
          -2.299237037389248,
          -2.5246041965647055,
          -2.6290984341077683,
          -2.0433170224427455,
          -2.6387391418304604,
          -2.2995206426810073,
          -2.7939350252111717,
          -1.8785646039209043,
          -1.6121200155926523,
          -1.2072164040201137,
          -2.449409132183213,
          -2.6383099915065933,
          -1.9176561607041556,
          -2.5597532591992436,
          -1.9273060093762446,
          -2.2626100884318743,
          -1.7670111363536825,
          -2.077508409214418,
          -1.7355252712719746,
          -2.04854824667907,
          -1.6295778992771353,
          -2.341603011586085,
          -1.7925381871580208,
          -2.1961817036915288,
          -1.6469097002857387,
          -2.3918725021781584,
          -1.8782116589291362,
          -2.001237661752968,
          -1.4574121373541415,
          -1.4341751692288118,
          -1.6960644135550502,
          -2.0904370145661786,
          -1.7561163742183517,
          -1.9237345654246676,
          -1.4558449636822313,
          -2.2313535220385328,
          -2.4419858841254323,
          -1.9180605556746644,
          -1.1667042483950798,
          -1.677757309737918,
          -2.3649584189715815,
          -2.3550507067376305,
          -1.5178136435141254,
          -1.2774490274404386,
          -1.552799114185735,
          -1.518668751124955,
          -1.4171298639894685,
          -1.3271710072790563,
          -1.0812147431476629,
          -0.7327376601170735,
          -2.4933181566866853,
          -2.025483906509918,
          -2.1724498910460914,
          -2.0258264118031586,
          -1.826388562074969,
          -2.2654150051809463,
          -1.2956198045479153,
          -1.5313310648847298,
          -1.8550640259491304,
          -1.7053839022619919,
          -2.047030343890931,
          -2.026565716317598,
          -1.1430336198379256,
          -0.9634180509523702,
          -1.7237045395149948,
          -2.2546233583614192,
          -0.844080729071989,
          -0.062044403274223184,
          -0.2933185140701774,
          -0.029907356194848408,
          0.20159889383062615,
          -0.3312299686778605,
          -0.73737874469001,
          -0.39915990980979615,
          -0.556338957978025,
          -0.4775203885679782,
          -0.030307897231790656,
          -0.04013260534260729,
          -0.40512610414105443,
          -0.35521999236663904,
          0.11538041200634547,
          -0.6653398530344405,
          0.27483606061121346,
          -0.36744950940409443,
          0.5596083924712898,
          1.269047052104146,
          1.301626715777998,
          0.7949570411185833,
          0.5034541606956784,
          0.8383776127899107,
          0.7530621617933518,
          0.14533714517028792,
          0.7717079779327128,
          0.9454543568838486,
          1.083026314653366,
          -0.08959516364744675,
          1.1003518710314517,
          0.8620887630787013,
          1.2355211648570141,
          0.5800451174726146,
          0.9523680384223225,
          1.2645258693190804,
          1.7644220101859729,
          1.2667969621981097,
          1.039898934092736,
          1.1516128055107375,
          0.44337680300254284,
          0.8293817871230635,
          0.27482477763877416,
          -0.0806490612441757,
          1.10472719497341,
          1.2930640134142766,
          0.7196439407736416,
          1.4695625141718578,
          1.0001512247991755,
          0.8192385213589634,
          0.778814330288257,
          1.1555132211106782,
          1.069229122022123,
          2.043566977627563,
          1.4650069330441151,
          2.552645041530125,
          1.666363429557832,
          2.2268898237057413,
          1.4079801749606047,
          2.0983138892383018,
          1.8132468512202955,
          1.6793016189023722,
          2.416540949161901,
          1.1822800215364446,
          1.6237745258750442,
          1.5100033297228719,
          1.1507085567043134,
          1.3246075014459227,
          1.1777264861902026,
          0.6201759600695406,
          1.1561595469664436,
          1.5275271220167663,
          1.635501299485126,
          2.2726725789297633,
          1.7882872285238398,
          1.738746089407508,
          1.6165412092861227,
          2.1023877615724755,
          1.7749428571636023,
          1.9126656863512246,
          2.120096071427742,
          2.991842192204917,
          3.29879575278744,
          2.274192485729103,
          2.228852570359684,
          2.875354122519541,
          2.420490669534453,
          -1.9867443385307217,
          2.3873991953862794,
          1.6503086926992103,
          1.566358520814037,
          0.9095117180595551,
          -3.9183524672983734,
          -2.3369629694319616,
          -2.5169788863511005,
          -2.481720362629592,
          -3.0670058514872856,
          -2.2843636573146333,
          -1.566571192980171,
          -1.625310086023315,
          -2.101146749807615,
          -3.1419917964920883,
          -1.9231890458660679,
          -2.397018551633796,
          -1.3845313166593518,
          -1.8742121977096973,
          -3.2816200026782694,
          -1.922966298525362,
          -2.0402407587141607,
          -2.3497931168083994,
          -2.071532339833611,
          -1.8360489169137661,
          -1.9767311427021022,
          -1.5633115805068778,
          -1.7703093943323076,
          -1.3362448529352642,
          -1.458520932012834,
          -1.2576140045815218,
          -0.7715812133883062,
          -1.6628907791540457,
          -2.9076439867292425,
          -1.5992791061403289,
          -2.427768768113715,
          -2.0801038007544554,
          -2.7807973206255445,
          -1.9070942088002174,
          -1.4847731171244276,
          -1.9547139226560468,
          -1.2516200538493087,
          -1.806459814588293,
          -1.3665342013715036,
          -1.6916272339766112,
          -2.1476239617965986,
          -2.1530243070027346,
          -1.9821624083767746,
          -1.9391601662391071,
          -1.513605917900151,
          -2.01002890796483,
          -1.4929301743184797,
          -1.608410043318718,
          -0.9238950846678282,
          -1.8100703967549319,
          -1.4815761115676327,
          -1.7796027672349413,
          -1.6485497438241499,
          -1.8256653775042682,
          -2.0994674888875497,
          -1.2365670347645636,
          -0.6629472500192478,
          -1.2749890895695448,
          -1.1470176372613505,
          -2.096610667392553,
          -0.2589480686175915,
          -0.7708510983364038,
          -0.1095311565501942,
          0.10555106532840357,
          0.15926111946200788,
          -0.3022651487014445,
          -1.2589681193605617,
          -0.3518068335633541,
          0.13364583680942094,
          0.38371604027994705,
          0.08456763306063433,
          0.1935047092932599,
          -0.7020360764225184,
          -0.8676420517677859,
          0.8151874774284152,
          -2.2097406346673276,
          -1.0448885289602372,
          -2.5255182526746536,
          -0.12002597530907894,
          0.4279722873650459,
          -0.4297904127149821,
          0.4751370643968841,
          -0.4797510786198769,
          0.2868533495422523,
          -0.6306358517713792,
          -0.2599950058863798,
          0.49109480520753224,
          1.5770328371180222,
          0.5635507321264753,
          0.7391314843430092,
          0.24159381190211926,
          0.8468721064180189,
          0.9317856951935173,
          0.5818805064093339,
          0.4081921555092926,
          -0.28324373859817004,
          1.7047065045591496,
          0.44854130960648203,
          0.6587599304510867,
          0.20341587490432103,
          1.8604194314844535,
          1.8418066267270279,
          1.1178685311336964,
          1.0884969225901173,
          0.6970779418409218,
          1.0039775803753594,
          1.5337617753695463,
          0.8134723296027592,
          1.1100780625435556,
          0.8590261396044514,
          0.802302261835601,
          1.1665596935991456,
          0.6121685221949379,
          1.3549727133625231,
          2.2962656860393293,
          1.6963886827338748,
          2.316388058115813,
          1.9488180244471758,
          1.8989773800908933,
          3.317725695812837,
          2.695469878492531,
          2.652275552204093,
          1.6615128203261662,
          1.6173083936468093,
          1.1537501753957953,
          1.3277146331379999,
          1.128037539177179,
          1.4417652050214942,
          1.5553111053044504,
          1.6347292124971216,
          1.0852159185372385,
          1.5345289546369687,
          0.993433100778028,
          0.16678169002835844,
          1.8459078554538997,
          1.8262646697987757,
          2.646796322279543,
          2.158287201815507,
          2.25684508614606,
          2.3361223547037575,
          2.360185672379289,
          3.4404390113237167,
          2.2288804487930807,
          -2.7791913012508873,
          -2.5319407285837725,
          -2.0930027424057998,
          -2.709013785341593,
          -2.257271716844614,
          -2.254024911595403,
          -2.3808096781250057,
          -1.794932663185365,
          -1.53637846277782,
          -1.8079114823631588,
          -2.6882571645322457,
          -2.18075685367441,
          -2.097305365880655,
          -2.5381327701664476,
          -2.575717415288579,
          -2.2754960915725104,
          -1.482175712422636,
          -1.8739138311948758,
          -2.0217836390864923,
          -2.1200995813599888,
          -1.6515922666191474,
          -1.6560534582274353,
          -1.8999289078228607,
          -1.173335383149349,
          -2.054985026607148,
          -2.4659549832275065,
          -1.278063931216555,
          -1.8437364200007371,
          -2.140601422348852,
          -1.95612627859825,
          -1.7123077409002287,
          -1.1517138543482313,
          -2.0122504354790167,
          -1.8459953951269759,
          -2.4854676863212335,
          -2.9886987259379003,
          -1.942570526222796,
          -1.9416144200920347,
          -1.6281987508258942,
          -1.7607029918531678,
          -2.1643723300961857,
          -2.0834637272263525,
          -3.359091626630132,
          -2.8184865719863934,
          -2.9367709774112574,
          -1.528976780040205,
          -0.9497763353688916,
          -0.6937100770645916,
          -1.1361969903981333,
          -1.0743714439604743,
          -2.4538000280428935,
          -1.8539992098738365,
          -2.084983697849928,
          -1.938267030270205,
          -1.0644950754726383,
          -1.293152892371995,
          -1.1612419480310483,
          -1.122506738264635,
          0.35177762528260537,
          -0.45234015959763313,
          -0.03228314952880697,
          0.1208453983965456,
          -0.37158816314701937,
          -0.27850312741533906,
          -0.2843418107883721,
          0.45433218355942295,
          -0.8171720682290271,
          0.2638043251151704,
          -0.10318567222870662,
          -0.5792481864948127,
          0.5676156060420114,
          0.3543130499782195,
          -2.7448134711198944,
          0.15027312781511779,
          -0.6251076199240221,
          0.1051511039533013,
          0.1594873856375677,
          -0.06064745560590125,
          0.03905454212513698,
          -1.286629633910866,
          -0.3320957943630924,
          0.1228003434659823,
          0.18844128320626963,
          -2.622534679299729,
          0.8294751568618092,
          0.060346662452832926,
          0.7969621404111474,
          0.8594374709537597,
          1.752711329615615,
          -0.1053761924435134,
          0.4466129331900018,
          0.49700191384877823,
          0.23119252741020452,
          1.1219343603704888,
          0.6240661084968867,
          0.7696753728082029,
          1.0060072886920186,
          1.3173471759160076,
          0.9594681923502687,
          1.2688139839690316,
          1.0792539827962153,
          0.7774536705416197,
          1.5502156110111969,
          0.5910824871978084,
          0.6301662702040884,
          0.9057101225640016,
          0.9138613497664048,
          1.3750243631271,
          0.8894928060614754,
          1.042067418052857,
          0.8539664634308923,
          0.6696850708112692,
          0.9749035225732059,
          0.9277088144706924,
          0.6943679696315851,
          0.997619626405167,
          0.8740625344854094,
          1.6028946812600628,
          -2.874882512150597,
          1.5375387587797313,
          1.5982456456171918,
          2.2730666352482785,
          1.9801557350566998,
          2.3592964108142667,
          3.2244330111998556,
          2.2272359518760103,
          3.0791852875858083,
          2.8744307880446955,
          2.3839659772254445,
          2.843256759452257,
          1.7443024128686717,
          1.9786273099034781,
          1.4170632102796097,
          2.0470273575726505,
          2.25152762914927,
          1.6724586714749052,
          1.1302593578153382,
          1.743000693096339,
          1.422438169795608,
          1.2108988801736627,
          0.8911735105690085,
          0.330233156002261,
          1.2205000202689977,
          1.665660747180509,
          1.8879155558181107,
          1.574313551243691,
          1.7855054568839508,
          2.5772565848122,
          2.0210599492320953,
          2.0324847247366526,
          2.5359746082860233,
          2.8754898639994733,
          2.186169591197648,
          2.1590525458317917,
          2.1187588557644745,
          2.4069521133296994,
          2.1075935229244895,
          2.371219246041373,
          0.9860961470344285,
          2.32107625437641,
          2.158114185185735,
          1.456626255453673,
          -1.7964544486669107,
          -3.199613604860893,
          -3.6250351730528925,
          -2.2812637945507914,
          -2.5734783410524873,
          -1.1331834475311031,
          -1.927610507153303,
          -1.397211762124269,
          -2.9486221752698083,
          -2.6734502564780005,
          -2.9682035561700264,
          -2.1938991240590067,
          -2.540927602118004,
          -2.416922796053514,
          -1.99174545489171,
          -1.8530122177670827,
          -1.5249502327402813,
          -1.2548091134960069,
          -1.5670959236832678,
          -1.3222365488788594,
          -1.5608886352573725,
          -1.263005849304749,
          -1.792782499795121,
          -1.8003057369543574,
          -1.2832235226484625,
          -1.5688371570766317,
          -1.6350452568760876,
          -2.0420790742267187,
          -2.0491935360432785,
          -2.1292842434902557,
          -2.1902322673172376,
          -1.1617155240059958,
          -2.3061109055358466,
          -2.2550844218388444,
          -1.9607836491027635,
          -1.9251982429121814,
          -2.4677186526013317,
          -1.4281435261731954,
          -1.454436657464823,
          -1.6783468612381178,
          -2.286550460829712,
          -3.2747535535671832,
          -0.8341002170563545,
          -1.3967158544831662,
          -1.2546100131581484,
          -1.6289381843448103,
          -1.335425755294605,
          -2.5542219439913443,
          -1.4126958658383058,
          -1.260804398805516,
          -2.571256009328065,
          -2.346445628216866,
          -1.7910433993833461,
          -2.000063072011042,
          -1.050761046823367,
          -0.989426816567381,
          -1.3671004266086613,
          -2.3773083440318854,
          -0.8358854435534444,
          -0.5743819096749763,
          -0.5506615309479698,
          -0.3025527000354335,
          -0.4940776973434166,
          -0.13755761987144968,
          -0.34506956994031124,
          -0.5856997869456972,
          -0.1529984997229929,
          -0.018153692210044346,
          -0.07730525953836666,
          -0.8655694302318582,
          -0.3944488154292277,
          -0.8455026236279898,
          -0.748841575233526,
          0.12856291402577416,
          -1.4712171838212353,
          -0.061618455455854454,
          -0.052450214549369094,
          0.4612510826942768,
          0.1403964571173319,
          0.20613542577216987,
          0.6340090247341051,
          0.38572785966063977,
          -0.31851377914308215,
          0.6009826886031854,
          0.5244523296188024,
          0.34180877753042743,
          -0.3288913138339032,
          -0.9497015454542735,
          -0.012992977639521832,
          0.6439709836072076,
          0.24099454671936574,
          0.5688816996077103,
          1.092007996593735,
          1.3138124908342947,
          -0.4388502407827753,
          1.1300914629380319,
          -0.4328251251294714,
          1.08030775632498,
          0.625433637413537,
          -0.3278956843697936,
          1.1837484177950564,
          1.3379876809776965,
          0.9764054060705714,
          0.49671427412198726,
          1.5155461453906354,
          2.001815659484125,
          1.6542262499707205,
          1.0623399857188167,
          1.3362875498284945,
          1.326606476372117,
          -0.4742304253611091,
          1.6771848525262845,
          1.2012919966076847,
          -0.20615836456262293,
          1.1911570851527378,
          0.9401946965466202,
          0.8902315567803414,
          1.5586352033655453,
          0.6680309220176844,
          1.204643595969209,
          1.2389136872728506,
          1.3675299514738082,
          0.11333249068637731,
          1.0082488376286127,
          0.9523142078283247,
          0.5675241020379164,
          1.3709522538714216,
          0.5819850042396628,
          1.5996010344194365,
          1.1880412490280599,
          -2.2632175398727754,
          2.441475958304521,
          2.054441411811189,
          1.3497061296372015,
          2.0216618457560585,
          2.2468209644782138,
          2.531642987156359,
          2.7446739092672456,
          2.2085837297233297,
          0.8585448701572956,
          0.6993194576889062,
          1.9258641522710516,
          1.922426309033618,
          1.1841618769934574,
          1.4820931553382724,
          1.2398685670473548,
          1.1529621309352256,
          0.8660756917444518,
          0.04706077201789108,
          0.44702301165023506,
          1.6138928539177944,
          2.31631811732996,
          1.8878598519294008,
          1.9205668441010388,
          1.8136880042396841,
          2.8674131441949235,
          2.332809402402605,
          2.9395901199204504,
          2.998518118995596,
          2.5315728131546527,
          2.7749983747343383,
          2.2562318507743577,
          2.218464336174197,
          1.6368086399920827,
          -2.9445080617767103,
          -2.1322832119558464,
          -2.4292885852989694,
          -2.0981573969157923,
          -1.6264285642198875,
          -1.3446594055290528,
          -3.0657149503920436,
          -1.5996854029109129,
          -2.358702376356458,
          -2.004994037933662,
          -1.616126842749306,
          -2.6026685407728647,
          -2.7549742380777476,
          -1.456081891245904,
          -2.056604440886151,
          -1.552697120192266,
          -2.2421338108402806,
          -1.7646874659054461,
          -1.3367849039126944,
          -0.734511655608022,
          -1.1118399302701316,
          -1.824485071707321,
          -2.3691795004598224,
          -2.097455905669604,
          -1.4826800035139278,
          -2.05149210923676,
          -2.480405042740809,
          -2.673105883699552,
          -2.3968454926367535,
          -2.5344056822469523,
          -1.8673911237627285,
          -1.5714606689283575,
          -1.6683517254525695,
          -1.9195585787901657,
          -0.5360594870972587,
          -1.757408810754,
          -2.0450089320868825,
          -1.8622507952478047,
          -2.272660479957455,
          -1.4191881333341194,
          -1.6647902513197106,
          -1.458013241463606,
          -2.330133713030988,
          -2.255715265035695,
          -1.9307810130377567,
          -1.734255367707889,
          -1.8518891656564387,
          -1.8017370673242306,
          -2.4195206277391983,
          -1.4633153487357609,
          -1.4250174929323447,
          -1.050736553420558,
          -2.3044733795820553,
          -2.3767674828545644,
          -1.3547546454372048,
          -2.20161723097578,
          -1.60679318925088,
          -2.2216082576756317,
          -1.9784489716005227,
          -1.7335208507221618,
          -0.6650932945102908,
          -0.6393923356377054,
          -1.8161010392915053,
          -1.9256341263898418,
          -1.7230501516146275,
          -1.9516906250068813,
          -1.636084109280602,
          -1.3371173416497393,
          -1.1245761367660647,
          -1.8067454331898298,
          -1.0688290381352399,
          -1.3414389881049558,
          -1.5747406167291795,
          -1.1742212757714272,
          -1.6687906261117078,
          -0.8253221975761901,
          -0.7395343138627795,
          -1.2117230691850247,
          -1.1332496783030745,
          -2.0789870763792333,
          -1.0012517205492555,
          -0.9023800243420441,
          -1.2141970517471883,
          -1.2659439254622902,
          -1.8320961768238497,
          -2.7933010265556404,
          -2.5869193039218077,
          -1.8084501753653948,
          -1.3865276685842332,
          -1.9962298083384056,
          -1.3064963075618428,
          -1.4613795456370537,
          -1.4465160492368003,
          -1.882281669011881,
          -1.2791501353997796,
          -1.7188167405044774,
          -2.144406401692325,
          -1.7205290291780513,
          -1.8105440307280547,
          -2.3659686090443586,
          -1.5105199538584062,
          -2.2849193783361637,
          -1.5538259049113319,
          -2.090383704223623,
          -1.6564325989393538,
          -1.6845411871593026,
          -1.608826683902007,
          -1.8709692811046421,
          -1.5348829923362302,
          -1.6565068504000175,
          -1.9744015695618244,
          -2.483125356467785,
          -2.238297861614372,
          -2.1743527686927537,
          -1.2174734963297014,
          -1.6550133958205162,
          -1.8731715653951406,
          -0.7146764997840912,
          -0.5597515287948543,
          -0.8717941062337075,
          -0.881531185057631,
          -0.14984252022590844,
          -0.8910783324412166,
          -1.0154492359820495,
          -0.9068317974659927,
          -1.0631804474126174,
          -1.5562410272697198,
          -1.6844919421925602,
          -0.5801885520396106,
          -1.0112580882531677,
          -1.4368935597521055,
          -2.0391781611354802,
          -1.0916313844929149,
          -0.33313754581730554,
          -0.6520655992622405,
          -1.0795290291646265,
          -1.0927594938879595,
          -0.8777955229028692,
          -0.7676314132080521,
          -1.2667372455481969,
          -1.6694989490566818,
          -1.2811773024717286,
          -1.6418971086758223,
          -0.8135471419731289,
          -1.5196469746770662,
          -2.211711877261913,
          -2.511806473883548,
          -1.032229735166284,
          -0.7305096338898716,
          -0.3745694879300988,
          -0.5890595819120971,
          -0.7453032129473885,
          -0.6797096872743931,
          0.5985205482854095,
          -0.2894812353060349,
          0.715120848873638,
          0.36594658368194993,
          0.6331263844653927,
          0.3389845706198812,
          -0.2853329554703863,
          0.5703702305277493,
          0.6882259204021305,
          0.2785668736716614,
          -1.7780043627561661,
          0.9349716242071641,
          0.234229208004281,
          -2.245642394921878,
          -2.017458987055658,
          -2.1135678335200634,
          -2.294869778172044,
          -2.0981500811744254,
          -1.8486632924167588,
          -1.9103234142353462,
          -1.8850710481950768,
          0.5138714973128463,
          -0.5190123505756,
          -0.7264821002252563,
          -0.6204182832938256,
          -0.3868057783826766,
          0.032321689898553475,
          -1.9982959119442059,
          -1.7440704470253345,
          -0.5085857383710983,
          1.1629717553776098,
          0.6764486046462447,
          1.1802474751842982,
          0.9784878324615836,
          0.26459751037675383,
          0.2177992542064556,
          -1.9925382707877228,
          0.8115770894905712,
          0.9854650170286279,
          0.7714424043726167,
          0.7089149711323706,
          0.5928254091162205,
          0.5090871030822458,
          0.014526004808036331,
          -0.778145509182406,
          0.8121384125797998,
          -2.304520276271108,
          1.204586299591582,
          1.3343370079213694,
          0.7870655716149133,
          0.5626994693457474,
          1.3253465101481463,
          1.5472859447487834,
          1.0731800601852015,
          1.8673240746601532,
          1.3662668244271126,
          0.6098621706849381,
          0.6861221528446044,
          1.8670375154258776,
          1.7271287171863594,
          1.246860537812855,
          1.119823103368614,
          1.1716340370608804,
          1.2944243905228854,
          0.5958985043423645,
          1.0698400017456857,
          0.6510551104463643,
          0.2833299454772585,
          1.3297502744455172,
          1.487715468200197,
          0.8908582141886833,
          0.9114100329329845,
          1.6861646097538565,
          1.622247398490505,
          1.521566599374719,
          1.0960629590178281,
          1.986200640050312,
          1.6423607922080736,
          1.304667751882343,
          0.9968981601345963,
          1.4266297741248348,
          1.374162947539665,
          1.0224904416990312,
          2.1304438677711275,
          1.7844766152194234,
          2.0947263903550257,
          1.8754862408777861,
          1.8585256177279872,
          2.102630963685052,
          1.557717392939409,
          1.9499104387363886,
          1.9576158887811177,
          1.6920021842783879,
          2.5519603332542045,
          2.561594992999166,
          2.3692322579014005,
          1.8353617576627133,
          1.9304795364306755,
          1.359280205565792,
          1.484479070863115,
          1.078950973402536,
          0.4847628662398076,
          1.3328975078705394,
          1.3360786208653537,
          1.2356750530215337,
          1.7636586739759368,
          1.6337538577819877,
          1.7682705449846747,
          2.122898217557819,
          0.9964633852652369,
          1.1977071598366367,
          1.617797566845115,
          1.6716352627733642,
          2.144640366847511,
          1.6295235019499719,
          1.5746535485155702,
          1.3644804894769114,
          1.9678851615233723,
          1.7307871253362634,
          0.4500993131856048,
          0.7092148783429066,
          1.291773899126816,
          1.2650219704379697,
          1.4832235308974715,
          1.6158780956266356,
          1.4537969347472712,
          1.8412715921027663,
          1.0776583368965706,
          -1.9771444788249184,
          1.7200214431280723,
          1.3012292978064213,
          2.5168301211675135,
          3.289943748799982,
          2.335477980480627,
          2.632877834844604,
          3.234172365328805,
          2.489063712952016,
          2.7381511834525325,
          2.381588353201421,
          2.3285979142565063,
          3.328669546576243,
          3.2819708108427497,
          2.6047904656754195,
          -2.0863015639871483,
          2.696394545672192,
          2.7732411581324357,
          2.900960909178482,
          2.6177962221804245,
          3.270591898962334,
          3.248317458833204,
          3.345801752072413,
          3.7308525620329043,
          -2.019982962433516,
          1.826297454227307,
          1.0774405500540465,
          1.1988493844740344,
          2.2849959980758077,
          2.0128109198156414,
          1.8381957131112068,
          1.9555661378870848,
          2.350319262524523,
          1.802565095004284,
          2.1674028101147362,
          1.767312948643652,
          2.3424265855770328,
          2.7829168608426733,
          2.27225434213355,
          1.6913521519012125,
          2.2766817712869356,
          2.1096683364233124,
          2.901804046059398,
          1.966126018151255,
          1.9193064305907221,
          1.3208732271464372,
          1.0721741929343593,
          1.3698778156073936,
          1.6595177591441344,
          1.772038816659423,
          1.622774208761661,
          1.7745658323362008,
          2.104417394349241,
          2.809229429851888,
          2.5663846323652586,
          1.7877357160252272,
          2.522537810369287,
          2.607334652680218,
          2.629224689949957,
          2.468289400209652,
          2.1484507362290337,
          1.9925035780296343,
          2.1015331537526984,
          2.3830574698845637,
          3.195755912766083,
          2.2988555259093286,
          3.4004827429557123,
          3.32016457280138,
          3.042630412837392,
          3.024834659599395,
          3.330965123341064,
          3.1965727947815004,
          2.4516657543917777,
          -1.5389119504590123,
          -1.7012583336757245,
          -2.4539410488023976,
          -1.8412737091429427,
          -1.9309687604897081,
          -2.096706058416782,
          -1.742572548009931,
          -1.0951012606671748,
          -2.0578575731219626,
          -1.4851018512382956,
          -2.6261010875263207,
          -2.224722549716466,
          -1.7554671473425982,
          -1.9371099507107499,
          -1.391831259589069,
          -2.158351999323425,
          -2.0713417922240716,
          -2.4582230314263764,
          -1.7485395639212034,
          -2.0023285346399646,
          -1.9167699308349169,
          -1.9679110728450426,
          -1.6121011297793575,
          -1.8718315893216755,
          -1.3766038490743913,
          -2.5166565835615677,
          -1.49854586766511,
          -1.7592562940875003,
          -1.448084137473986,
          -1.6230749351953837,
          -1.258557063255416,
          -1.778093462956685,
          -0.9808283365947286,
          -1.7343721459212393,
          -0.8573105159090815,
          -2.5932046335356254,
          -1.4201739825743136,
          -0.9864621727984818,
          -1.2222347845612507,
          -1.6231717810656041,
          -1.8960241550212835,
          -1.8284735762875814,
          -1.135916402360506,
          -0.8693463877135866,
          -1.1599590744722421,
          -1.4755169997645685,
          -1.205624191444097,
          -0.6474810143628418,
          -1.0083253539084756,
          -0.8246402427602921,
          -2.0536919654613324,
          -1.5989754289131846,
          -0.8208464596576881,
          -1.4777214093432265,
          -0.867904372395485,
          -1.0040241505126684,
          -0.9944981779739002,
          -1.5978306022115,
          -2.389995605885937,
          -1.6984099543053328,
          -1.272718628157424,
          -1.9087037726895866,
          -1.630622966158067,
          -1.8573340947188832,
          -1.7318296957531714,
          -1.1926598905558237,
          -1.9575025723448478,
          -1.8849425242900097,
          -2.2127283664874766,
          -2.0583508543000724,
          -2.148810277174799,
          -2.0588242478925443,
          -2.2801388416430974,
          -2.3044888204776375,
          -2.4578098250756804,
          -2.1263007302084556,
          -2.489651757789015,
          -2.1051086553608256,
          -2.2699273139064626,
          -2.5002459306470253,
          -1.9139916795799563,
          -2.286086390676819,
          -2.1471252932630884,
          -1.8009505046054037,
          -2.525123213954451,
          -1.8926348059809734,
          -1.8495687995952732,
          -2.0863170279106606,
          -2.1296588488689383,
          -2.0412063374240996,
          -2.064703227416407,
          -1.8437578246798019,
          -1.5783996214418234,
          -2.52428023824749,
          -1.6895213556034832,
          -2.759379180363014,
          -1.2361398975106481,
          -1.0590247317442305,
          -1.284002040809511,
          -1.6563171530072265,
          -0.9794535130815484,
          -1.4419314452659624,
          -0.42568936742949975,
          -1.6002549765672927,
          -1.3485737038871948,
          -1.0944755402823925,
          -0.5083688945073433,
          -1.0822602622171158,
          -0.18872983582956526,
          -0.428621401331956,
          -1.643513260898224,
          -0.7617547995209936,
          -1.170058759509796,
          -0.7075264576202458,
          -0.7709459351252934,
          -1.5817214511538924,
          -1.2078461711307664,
          -0.5662882676537397,
          -1.88717971169054,
          -1.3158257684302441,
          -0.8698109709553752,
          -1.1921687810051413,
          -1.3079987756019618,
          -0.8236213310697529,
          -1.5829627203188341,
          -1.197869889182145,
          -0.7396933816927572,
          -1.1438555059183373,
          -0.6742477415511352,
          -1.4455515575918687,
          -1.907333868052402,
          -1.4269485365216714,
          -0.7230166538523154,
          -1.1737974246867038,
          -0.3707312798716632,
          -0.13610057679396972,
          -0.6115371495567337,
          -0.7533958258642728,
          -0.39558032087537875,
          -0.04724710733745139,
          -0.276323121948579,
          -0.11790125552759978,
          -0.4562280085826931,
          -0.6043306640353487,
          0.395970955921297,
          0.47085793440519325,
          0.6299339231923787,
          0.6002378435565628,
          0.1081699498192994,
          -0.5106429753587224,
          0.15220345695662776,
          0.3430080888154979,
          0.032670614086566026,
          0.4977986089676764,
          0.5869559412520983,
          0.18422111536484576,
          0.7255928981683614,
          1.0343729891997613,
          0.9961978401008214,
          -1.648210084167241,
          -2.21464632334699,
          -0.6330271205061725,
          -0.03251136583298904,
          0.6548185085876241,
          0.2801249501627072,
          1.4269968323678717,
          0.2492046499590353,
          0.7323433791714589,
          1.3963723318673642,
          1.0243015965811273,
          1.4649456560963219,
          1.1031153801198326,
          0.46902522037966327,
          1.0104628282583388,
          -0.19523370809446422,
          0.5571609843321319,
          -1.3717482461424013,
          0.6472607555742648,
          1.4630131100254808,
          1.6165463951858887,
          1.1720650638075671,
          0.9604553954568253,
          0.7631455682642309,
          1.4126736008788385,
          1.5659190451158327,
          0.6877923689940784,
          0.48378612504710944,
          0.7857558807207689,
          1.0142309495030306,
          1.6695190381740113,
          0.8846290562022325,
          1.279673244893584,
          1.7728156157765094,
          1.3637348413394323,
          0.8209302712475157,
          1.2986628779610254,
          -0.013987539707065481,
          0.5148460603812272,
          1.6981295391517448,
          1.7662674081861618,
          2.635073655360553,
          1.4700580265433287,
          1.6706208172853296,
          1.9207868540916595,
          2.479579942355899,
          2.1076933872542893,
          1.4531624614938188,
          1.070685831800654,
          1.4114463111960813,
          0.9315631257026867,
          1.3205690416418465,
          1.7544273547200864,
          1.4618074090868578,
          1.1350286079449547,
          1.324657446644947,
          1.400436114805453,
          1.2802800854457654,
          2.3467983632107927,
          2.2714984910205955,
          2.461729171021109,
          1.4161820151971019,
          1.9695275894081583,
          2.0135226008615486,
          1.6796481611859955,
          1.260590727887298,
          2.2323267383564,
          1.7531510356415327,
          1.3395063547192951,
          1.5103771584129937,
          0.49342933122565824,
          0.7547348158203373,
          1.5906071811986173,
          1.4449830627692664,
          1.701344523682835,
          1.5368172733647556,
          1.3396969068765165,
          2.0351589532969614,
          1.703015285069429,
          1.4437312852945332,
          1.3206532966707343,
          1.8100385198955042,
          1.2981198951460857,
          1.1180138619650124,
          1.253406537453415,
          0.5066947582872159,
          2.093119228626031,
          1.6030242107559292,
          1.8420739869648104,
          1.300272974593937,
          1.160591435456091,
          1.6718745159031279,
          1.9825209342022236,
          1.5581133107383847,
          1.9329872407250248,
          2.5437789660036705,
          2.8144510053061467,
          2.877914656018049,
          2.642756739000205,
          2.9307172798213754,
          2.1410826957527633,
          3.0338687500762895,
          2.3598026505084255,
          3.079913059109979,
          3.276331710669174,
          3.0165192899711952,
          2.7679186422058573,
          -1.904989580061491,
          2.8970487788435957,
          3.5503579515020567,
          3.9909281086430517,
          2.227265428114672,
          2.2383157740630133,
          2.7077558064118006,
          2.432477871168632,
          1.7461339753757086,
          2.0332350333063336,
          2.883416586611307,
          1.2800050312329023,
          2.162907637969603,
          2.2241222132189895,
          1.663640044369831,
          2.2019343085503658,
          2.723609192868791,
          1.5142239995560052,
          1.8376795376206432,
          2.1437029802106875,
          0.7822099206799991,
          2.3934544440253998,
          2.597271598309412,
          1.9344628039830223,
          2.0818757687653675,
          2.447878053464442,
          2.515366939517768,
          1.7790679064024137,
          2.7505093760230492,
          2.24382266460077,
          2.0759633616164668,
          1.322795916017416,
          1.156758048315713,
          2.4165412458099143,
          2.340979902459127,
          2.5427219945818784,
          2.08209014274351,
          2.024013812505533,
          2.579985359867802,
          2.6296330006341258,
          1.764248994703412,
          2.036082367920015,
          2.8477853429350497,
          2.0470654564072763,
          2.727574602203409,
          2.9541625456525242,
          2.616112727834179,
          3.4849110804661514,
          -2.394141155184704,
          -1.6589155991476283,
          3.584837884764713,
          2.332860310149129,
          -2.1720010101640765,
          2.9694446291404413,
          3.3206114842043375,
          2.9199407632422165,
          2.5043715868827294,
          2.3654077664679716,
          2.8770745173648278,
          2.890419977259786,
          -1.627588756758382,
          2.5181926731239854,
          2.394626913693171,
          2.1111658948311747,
          -1.8144426517583214,
          -1.8897307857272327,
          -1.5193864230184748,
          -1.565195342175332,
          -2.017247573595998,
          -2.0154859046966442,
          -1.8821777345733726,
          -1.9310922406968114,
          -1.7813612337418514,
          -1.863739836665114,
          -1.4761801419466414,
          -1.6367236283856963,
          -2.3617608054291788,
          -2.2376427359941475,
          -2.0711442053840385,
          -1.2633941848017483,
          -1.444339013785022,
          -2.8368291995371586,
          -1.9667133945807247,
          -2.441505588420436,
          -1.1921006932145826,
          -1.401696259249211,
          -1.3225701844322317,
          -1.0495804043496335,
          -2.4705044585483202,
          -1.9198674338977646,
          -0.910053571869926,
          -1.7581551365337564,
          -1.1792492766326335,
          -1.8119594944735244,
          -1.2826825928453738,
          -1.3897384025793342,
          -1.6036528380223787,
          -1.2859201028503475,
          -1.3755917503982071,
          -1.2843611035687879,
          -1.1718132006826167,
          -1.5145867336947272,
          -1.5715281999850546,
          -1.010693232210108,
          -1.3537963835322462,
          -0.8279449962726998,
          -1.3112125493096778,
          -2.326342155220315,
          -1.3825400570063608,
          -0.9517244862789352,
          -0.7919066385832484,
          -2.019339682484413,
          -1.401917108325327,
          -1.3117284012901647,
          -1.0491215918337446,
          -1.3828786595493237,
          -1.1520620915114201,
          -1.8839399869808648,
          -0.8245551328589539,
          -1.1297721682768027,
          -0.958759130863229,
          -0.3327907529723052,
          -0.9931556896560337,
          -1.74194854131193,
          -0.8828756756709133,
          -2.169843667934112,
          -0.9918232931644075,
          -1.8272509618942239,
          -1.0174547199904578,
          -1.5535520221906476,
          -2.161985699523464,
          -1.6551679341355787,
          -1.4768002246456566,
          -2.6110332623673527,
          -1.2152678374812205,
          -2.10534558988026,
          -1.7063987302741246,
          -1.5000150201883864,
          -2.026893901613967,
          -1.9407903298866818,
          -1.8527748685640573,
          -1.4354930757900812,
          -2.037962686832648,
          -0.5369988708348779,
          -2.0901889062553445,
          -2.216952421817597,
          -1.9822356961828522,
          -0.970319879772031,
          -1.3441415869974664,
          -0.697578950349009,
          -1.880041711790114,
          -0.776457403535869,
          -1.2421989867967607,
          -2.032249558081345,
          -0.6327323768103291,
          -0.5583879770387394,
          -1.0511423736038012,
          -1.5167882975265519,
          -0.8358821699801864,
          -0.3074572940644912,
          -0.5043864191651973,
          -1.3842520333755481,
          -0.30648066235197136,
          -0.00014772207972565444,
          -1.1903112325732363,
          -1.5464779727507671,
          -2.042751243564774,
          -1.5005852303816918,
          -1.422172119372356,
          -0.8837510736711927,
          -1.1563585911879593,
          -1.5096018488527791,
          -1.2802211190058712,
          -0.22951541981907078,
          -0.9596982983716171,
          -1.3600832566151233,
          -1.901503835581747,
          0.18370707882182602,
          -1.5754276619097565,
          -0.31037590232027107,
          -1.4434682414952154,
          -1.311245097495308,
          -1.0079490400295406,
          -0.9931687442866197,
          -1.333887254885758,
          -0.6811207015683034,
          -1.4588885592908107,
          -1.293701260734704,
          -0.745239566783358,
          -0.8062223636856589,
          0.2219842196968581,
          -0.13477432095339614,
          -1.7601367423428174,
          -0.5583891249271736,
          -0.05247564435146428,
          0.17036180087468755,
          0.6765709038947284,
          0.9499498482264849,
          0.38563013718996414,
          -0.2347179104633905,
          -0.2785853315831883,
          -1.5539654806070275,
          -0.4519131902380381,
          0.912499803570672,
          0.28170826421772305,
          -1.5617539463264731,
          0.07908139824537398,
          -0.8459792274320634,
          0.10564750839790382,
          0.7312511559317187,
          0.15177942693821792,
          0.8956772480212062,
          0.2269097236683554,
          0.916311991430242,
          0.5164286233646191,
          -2.323291762305322,
          -0.2334982735410968,
          0.18802334476270557,
          0.47608985784310576,
          -1.0599946099832138,
          -1.5149319419029124,
          -1.9378470810900978,
          -1.423676241440627,
          -0.31318651815515663,
          1.3362402862348741,
          0.6659275757967738,
          0.4228822232410362,
          -0.2073359724690436,
          0.9943523106968603,
          0.940290768520835,
          0.2880962490501418,
          1.0653447101656677,
          0.42235931838539537,
          -0.11916771201629656,
          -0.0006163383972167872,
          -1.7623148213107716,
          -0.4779018725835674,
          0.7656333072073355,
          1.1642705851657387,
          0.9629488246471509,
          1.1580418347000356,
          1.1641955834982423,
          1.190649074199789,
          1.7389193462671568,
          1.2824353688103605,
          1.3896509025412582,
          0.6561657734111948,
          0.7295908519227796,
          1.4552864417758031,
          1.2566002497682611,
          1.7708978613704451,
          1.1031449279802295,
          0.7398282287805895,
          1.142891860201313,
          2.2872502528058094,
          0.7602389384610708,
          1.6015981266891106,
          0.384077204930138,
          -0.5098581933691881,
          1.0930981769872021,
          1.9074420623360475,
          0.7806007604778872,
          2.285726099780601,
          2.0269063003401304,
          1.972120597191986,
          1.8972639572014254,
          1.2467513735866356,
          1.0072058693457213,
          1.5428568770364464,
          0.9762396929337169,
          1.50042294537743,
          1.983901849991792,
          2.4082401398160913,
          2.170740056472607,
          1.7935465226667557,
          0.9669351964391059,
          0.8174121283365101,
          0.7529208864381122,
          2.156169964457336,
          1.1289356768774956,
          0.8832351193802329,
          0.6195834223675857,
          0.8146416003506196,
          0.6599578183521252,
          1.7076242232327716,
          0.90032286079186,
          1.767164244472917,
          1.9621010145091995,
          2.1106443515682507,
          1.7921341703239124,
          2.3293720630090684,
          1.8923599067058186,
          1.528242995433059,
          1.8350699242183783,
          2.499076533145776,
          1.1398640242744706,
          1.5076939098049087,
          1.0963848570815047,
          1.617006399438102,
          1.7327334251102744,
          1.4596277554023407,
          1.4134936709067814,
          2.0119598020249225,
          1.9226623317012634,
          0.30099793980228956,
          1.6224109648032847,
          1.4852866195843235,
          1.3023272153694532,
          1.7429206413743221,
          0.8118168052620446,
          1.403331814118304,
          2.790639266194765,
          1.146879908171454,
          1.8356944668349682,
          1.8663150322037232,
          2.317374365426518,
          2.69937896287161,
          2.324040377133106,
          2.386229728187957,
          2.390501474888395,
          2.6849593669791263,
          2.7373587490921274,
          3.0292392097820207,
          2.997590775018136,
          3.62153579667949,
          3.195309692842235,
          2.526864489662964,
          2.8079412303272036,
          3.201147724159012,
          3.151431135336324,
          3.337502099939195,
          3.498069809640228,
          1.6726042735288884,
          2.202588137426968,
          1.926617029223292,
          2.057211432986251,
          0.8761661418118707,
          2.0032761574458546,
          2.503352828052512,
          2.658656037477463,
          1.6781015259157652,
          2.106141755790022,
          2.332168032573639,
          1.4010853397530698,
          2.4496761021088056,
          1.8691520587452564,
          2.2582845928680833,
          2.5464080884479143,
          1.6813724088830773,
          2.281354473343995,
          1.117603623039745,
          1.77803394789049,
          1.707468697977563,
          1.000597847471433,
          1.1980315945079123,
          2.287629965397708,
          1.8845766267432358,
          1.4745120139725225,
          2.447063067001859,
          2.1648255657452364,
          1.791550749875057,
          2.6224188965974093,
          2.673604543522931,
          2.919366238956413,
          2.262093249040265,
          1.7587031927044476,
          2.3984874056270082,
          2.2128528326842245,
          2.1285316724769685,
          3.292071248399731,
          2.99802921077036,
          3.290149055889479,
          -2.1972764261819573,
          4.121272818800193,
          -1.3684162207685213,
          -1.8431057648798364,
          3.129482511940331,
          2.8048492766795348,
          3.3403350141950123,
          2.6228978916218004,
          3.1747088084405592,
          3.020113431181433,
          1.9837666471576783,
          2.2674286212337447,
          2.4650254574392196,
          3.110518150004844,
          2.4848632357161846,
          2.8667774584980754,
          2.011111589120684,
          2.106019706323859,
          -1.734707607817671,
          -3.224230193750433,
          -1.6099166308547468,
          -2.2601750094404323,
          -1.4245191876243366,
          -1.0420243712008246,
          -1.9674318036259324,
          -1.7269666854366519,
          -1.8533805642007357,
          -1.408023805258629,
          -2.50058452584327,
          -1.6609391733283136,
          -1.800278565956677,
          -1.4800223679919489,
          -2.1689520375156586,
          -1.7204772055912476,
          -1.987728935513123,
          -0.6070088234359367,
          -1.3241239989750366,
          -1.0224069192391192,
          -1.3038537057391282,
          -0.8956757654027466,
          -1.4823578191355415,
          -1.4835318763049614,
          -1.177905807516823,
          -1.8414213550840426,
          -1.5983986705949929,
          -1.335885667448014,
          -2.440925369145071,
          -1.4012554396740582,
          -1.8568869996022206,
          -1.1111691681889153,
          -2.2653209329624273,
          -1.192567725193438,
          -1.0198778089597293,
          -1.6512930701876587,
          -0.7838153797723096,
          -1.444686883209463,
          -1.3273864971520617,
          -1.0923548415457358,
          -0.8695556602093423,
          -0.6250111749746392,
          -1.535386000329722,
          -1.8043852403776823,
          -1.1528230468517529,
          -1.2398921091301727,
          -2.194331481064585,
          -2.172040470143729,
          -1.610914204688793,
          -2.112072249471153,
          -1.8347449247468846,
          -1.9745054766907613,
          -2.0112443061737606,
          -2.5644064120459507,
          -2.1138241549008256,
          -1.9168532168491028,
          -2.0191118322181123,
          -2.1859032091763044,
          -1.729893907944601,
          -2.0096261688025927,
          -2.365906213802534,
          -1.953362597536169,
          -2.270214130707185,
          -2.031272735602432,
          -2.263521780851187,
          -2.8326746467779507,
          -1.9216344221909654,
          -1.971853036367568,
          -2.0224496481246517,
          -2.2857553130046613,
          -1.6403687468813064,
          -2.67486691564638,
          -2.655006200657901,
          -2.1228205405331986,
          -2.3781517775211665,
          -2.1644747587436455,
          -2.8533442151219623,
          -2.2378136770925314,
          -2.340554812973282,
          -2.483234140839203,
          -2.2162918459748373,
          -2.47295389362545,
          -3.002625181230997,
          -2.3582289069798374,
          -2.4755327082064826,
          -3.4054178221988916,
          -2.4148820851203965,
          -2.391809065512565,
          -2.4073273394187122,
          -2.2353789357223888,
          -2.195524812907255,
          -2.645982775040301,
          -0.5717217703214366,
          -0.21236166005459517,
          -0.6536217556765829,
          -2.530990336143661,
          -1.527904315801734,
          -1.2888359675141337,
          -1.1684128011816006,
          -0.8216727368054404,
          -0.8397662403441526,
          -1.5134212344411784,
          -1.2779189641503774,
          -1.7186417583190632,
          -2.378995772612652,
          -0.3567286837242593,
          -0.8495085130075347,
          -1.5711842453516263,
          -1.4738622878684136,
          -0.356845983968396,
          -1.3334035492024112,
          -0.8945042207741525,
          -1.501729738259088,
          -1.0606026831351612,
          -2.009093888320564,
          -0.8432947249739119,
          -1.705451282757895,
          -0.659325655082135,
          -0.4568480111442958,
          -0.6522126747379754,
          -0.7568054366914264,
          -0.9874007149484713,
          -1.1735948604159907,
          -0.43552243137267266,
          -0.6809901772628423,
          -0.5713775295728477,
          -0.44450577760387144,
          -0.6319470048492706,
          -0.48378470064643936,
          -0.02858023241877901,
          0.09751659018610112,
          -0.3206547515185888,
          0.6736644499507529,
          0.24872008237775603,
          0.0999336029861556,
          0.21142757882190108,
          0.021223487814755637,
          0.8512279861606752,
          -1.5725731575772854,
          -1.799278178923441,
          -0.006765887546096939,
          0.2934328524520706,
          0.3329767429735794,
          0.49572721297753747,
          -1.5232030138577448,
          -0.3786570510142195,
          -0.8988583101161423,
          -0.2618328131500214,
          -0.08079823453765211,
          -0.0004597884173570528,
          -0.3503756917991802,
          -0.36500253465429994,
          0.47505297635142335,
          0.38894891527211867,
          0.2171240574710785,
          0.4701390389771255,
          0.06281473485357013,
          0.3336309893184756,
          0.39024981147550375,
          0.7093794050320945,
          -0.28329735136863143,
          0.5543319419588002,
          0.21750344617993864,
          0.503064767364996,
          0.8067527381594649,
          -0.12623280138334042,
          0.8873023866741475,
          1.5605162150322722,
          0.9317303114552755,
          -0.8151456848275543,
          0.3953568239878831,
          -0.1700557416104581,
          0.2629523003553277,
          1.0403250501468653,
          1.3162031552152706,
          1.4110568558048748,
          0.8180955763765451,
          1.464778400861033,
          0.43044434340012777,
          1.1281579340464476,
          0.3353879175325618,
          1.5252981159866708,
          1.5606904008974611,
          -0.4471681882808786,
          0.9668000239431853,
          1.0164137762245582,
          1.1194742086035183,
          0.6230144533887443,
          1.3560422738276916,
          0.15744919611349453,
          1.4424253965995695,
          0.9381575053665475,
          2.0747909108966254,
          -0.16508920142196984,
          1.515737283040848,
          0.9348460720772784,
          2.3993290412797545,
          1.936622593896196,
          1.994252072841683,
          2.435555838651612,
          1.0189544482136281,
          1.05811969558611,
          0.5115151765630953,
          1.187484547044077,
          1.1330124223948235,
          1.7604630406759452,
          1.769622906939793,
          1.2192434937550558,
          1.3282167546557146,
          1.6144128540114029,
          1.5387841075127082,
          2.6486414098992235,
          1.9499606835435144,
          2.019427499122394,
          1.8769967409008566,
          1.0750014075175032,
          1.712070412653245,
          -1.6569424441940181,
          1.3365045743838557,
          1.2257050052833443,
          0.8291726143891414,
          1.3694333479810354,
          0.7022130905026467,
          1.1988406943816605,
          0.7680075453693838,
          0.9515217153673649,
          1.4891276031555216,
          2.1000814774095455,
          1.6774717158509727,
          1.461747250642216,
          1.5856949747782192,
          1.0379706427870194,
          1.9176839270652155,
          1.5326662373365165,
          1.8715686784294547,
          1.438975281689897,
          1.5548409374383232,
          0.647423080102927,
          1.3549785488014214,
          0.9679318755151963,
          0.8185031356432926,
          2.0023330225618223,
          1.5031970554426621,
          1.8585966514995926,
          1.6667219908549347,
          2.587073396510597,
          2.0042709623488935,
          1.5731070067666275,
          2.460971401826875,
          2.5499487531609564,
          2.6745716351385584,
          2.7858187847118954,
          3.015197772333345,
          3.042297454874968,
          2.5080602850779785,
          3.23706194486127,
          2.195762464962328,
          3.009708681948266,
          3.499342508152204,
          2.7914634665663294,
          3.5692273176896934,
          3.608862261189622,
          3.04056515848625,
          2.0642963934824143,
          3.2869115426013424,
          -1.5489044238468532,
          2.1739601005465063,
          2.533812242930491,
          2.6528696458660956,
          2.125040721580938,
          1.0366768506087507,
          2.426844539975496,
          1.0606242309847747,
          1.797311078408566,
          2.4361802033877655,
          1.6231638080422681,
          1.1231638809014477,
          2.0249252402650892,
          1.9691538063215255,
          2.415299256737629,
          2.510164224587451,
          2.1359641742599096,
          2.2900537312078746,
          2.875713600908082,
          1.9440473773697946,
          1.5597398296946485,
          0.8381446282852157,
          2.1018399963583847,
          1.1896169718542822,
          1.1343596971024443,
          1.802235842451863,
          1.7475842884292279,
          2.798150679130784,
          2.101796976688743,
          2.0261922472041336,
          2.8641212198632355,
          2.5494095690926653,
          3.0104745891309825,
          2.1768988540337335,
          2.892840794739585,
          2.422464296397146,
          2.887228765471225,
          1.9127196834618416,
          2.437779515473095,
          2.479565649284939,
          2.6038771027237737,
          2.8893780425569395,
          2.8872447135200723,
          2.9863668923796256,
          3.2461935257322145,
          3.4953768177547793,
          3.7288138660823256,
          2.7186532574714275,
          -1.746106106855897,
          3.237155648812702,
          3.7584142598691646,
          2.2753409801858173,
          2.991790566635291,
          2.3630363103506116,
          3.2129621689174934,
          3.0378320879390026,
          -1.5289412007729515,
          3.3603401832892286,
          3.0617828816495067,
          3.3554815140802035,
          3.162908197930394,
          2.355922631946373,
          2.3431194593216924,
          2.5253868902263026,
          2.7667603494858164,
          3.037347956779731,
          2.25484943061522,
          2.12556609410303,
          -1.483717942593246,
          -1.1615784362909216,
          -1.2148004452432204,
          -1.5185727890114207,
          -1.416266674492027,
          -1.3037894622654118,
          -1.0753270144000693,
          -1.3841310164231602,
          -2.77284041036105,
          -1.963040694612247,
          -1.8743173576395096,
          -1.6799591048254705,
          -2.1331631407781235,
          -2.1691262613233886,
          -0.9145455876938086,
          -1.7904885978356286,
          -0.3626912209606399,
          -1.8883825051201457,
          -1.4845281196520954,
          -2.1551662943488874,
          -0.7931980916497222,
          -0.7154952647672446,
          -1.5073460240675012,
          -1.8036041779252374,
          -2.7524166610521816,
          -1.882673123964249,
          -1.6486188308017262,
          -0.9305691178052908,
          -1.5071385710341363,
          -1.4336906824668698,
          -1.1240101124170503,
          -1.6499580717974356,
          -1.2224151946176611,
          -2.0831058198951307,
          -1.3194938231561306,
          -0.9396091837913058,
          -1.76634224876771,
          -0.7142241531651616,
          -1.4114682541779373,
          -1.101620774985382,
          -0.7261551111420951,
          -1.4894150997914237,
          -0.8959408854911155,
          -0.8814266892816426,
          -1.7758651573366933,
          -1.8946677014738142,
          -2.1218648817628236,
          -1.7737557909876647,
          -1.5525564206295375,
          -1.7559840663506916,
          -2.130614139636816,
          -1.2028900574334325,
          -2.182617232544765,
          -0.8861233336179584,
          -1.6101110846265116,
          -0.9932422555168818,
          -1.0294012880568684,
          -1.8247506803640647,
          -1.9044057010669357,
          -1.1758327050764916,
          -0.9408648179480589,
          -1.2083245663655968,
          -2.1835076547128356,
          -1.4031756264070125,
          -0.9705681367997984,
          -1.6777670893880212,
          -1.6552387915669153,
          -1.7228686202970591,
          -1.2295530791352336,
          -1.9402896355650883,
          -0.4064049543298648,
          -2.196109118550381,
          -2.2593104426200736,
          -2.102937692692068,
          -2.0194267214832227,
          -1.7335173440460423,
          -0.8843226408707028,
          -0.31030706339118397,
          -1.1322121943714472,
          -0.9955496398909655,
          -1.3830420643675174,
          -0.8565363602283721,
          -1.3420207456295865,
          -0.8511752459142623,
          -1.1145140522747499,
          -1.1467024965369899,
          -2.1093568952983857,
          -2.0748014820531226,
          -2.2463909407801843,
          -2.197304401518066,
          -1.5833479793783238,
          -3.1073730268561257,
          -2.326162564523236,
          -2.0382178497254424,
          -1.8852969201084515,
          -1.556915756430221,
          -2.479787619757959,
          -2.842687222891315,
          -2.5165263209364075,
          -1.042027563321203,
          -3.130607378160046,
          -2.6413216497230105,
          -3.053906747556953,
          -1.8808417869799032,
          -2.3675897549793614,
          -2.20972070873612,
          -2.256677535257394,
          -2.609693852654189,
          -1.6375841426949538,
          -2.536820251644433,
          -3.4582270142398763,
          -2.8169405981910223,
          -2.141944665915654,
          -2.1591167837151497,
          -1.7788803914477869,
          -1.5298903246700533,
          -1.9267602513862527,
          -2.3265636881176874,
          -2.5640867265220626,
          -2.9280585123745637,
          -1.0389721854224743,
          -1.7481547989132855,
          -1.747718501799619,
          -2.8366347443774793,
          -1.7451800014080252,
          -0.7973013781670196,
          -2.65427934770433,
          -1.672485280341678,
          -2.7094621164529067,
          -1.4736872339715297,
          -1.2431038532903362,
          -2.4262991576494963,
          -3.1533659590489536,
          -0.7582549763667206,
          -1.3752417811719122,
          -2.12005664484593,
          -2.6395857441929342,
          -1.0003377738341208,
          -0.9174976628445697,
          -2.33419848270486,
          -0.8649308720916575,
          -1.6749611785202652,
          -2.5348397017508746,
          -2.065666083129259,
          -1.5729872332544186,
          -2.2915526075972354,
          -2.603682269136063,
          -0.8522367927008385,
          -1.4093708799545732,
          -1.215404700849767,
          -2.4857157533472507,
          -2.0241752052407427,
          -2.4161568275809446,
          -1.0098097739832275,
          -1.0262561812407005,
          -1.7452417811857208,
          -1.7153329278476483,
          -1.6128274954430628,
          -3.124493514848946,
          -1.9499791855885702,
          -1.7770392279514746,
          -1.704881452487381,
          -2.129396680729121,
          -1.8701201338750113,
          -2.673260284082347,
          -2.3004704656867783,
          -1.2859619964853655,
          -1.7163452613900938,
          -1.915178764129509,
          -2.8489621111179657,
          -2.3842144980186384,
          -2.0376834348884216,
          -1.5562958968071192,
          -1.7477085413652824,
          -2.7109526656396947,
          -2.263756999601737,
          -1.54859713123665,
          -1.8441545538739783,
          -1.6051128978243752,
          -1.8051977708469782,
          -1.5010235851063671,
          -1.163895764274573,
          -2.1030590322753477,
          -1.5420622943653475,
          -1.916882632887341,
          -1.83955069158632,
          -2.803938147502111,
          -2.2292218277006763,
          -2.606736107852336,
          -2.2313346463793096,
          -1.5140709081565948,
          -3.023173306970117,
          -1.909448419991202,
          -2.3253785955740707,
          -1.3073143097894597,
          -1.4877682356145208,
          -1.4260942715493043,
          -1.7007572355962337,
          -2.433859002888209,
          -1.4625855820809504,
          -2.5271468842693063,
          -1.321898859100599,
          -1.3864549862632687,
          -2.3995394418023315,
          -2.218929887285407,
          -1.2847504703888875,
          -2.1878713512587264,
          -1.0380831992059776,
          -2.0691540436965314,
          -1.3020091398562432,
          -0.2635754878242197,
          -1.4015923455906953,
          -1.224380231507743,
          -1.4626382739399737,
          -2.137402937623908,
          -1.611685671088485,
          -1.961578053702906,
          -1.0164501512706923,
          -1.7240876288277733,
          -0.9068159625448219,
          -1.5755521291139003,
          -1.4885335106798585,
          -0.6467292145337847,
          -2.037107790196869,
          -2.662954094513684,
          -1.0127654666614045,
          -2.19610336082849,
          -1.3046600148049423,
          -1.286090407021347,
          -2.0857424689803303,
          -0.7375887200795619,
          -1.879964468364698,
          -1.9155121395549948,
          -0.664993097993438,
          -1.6871799903571063,
          -0.7645908101342549,
          -1.5899592677602983,
          -0.1362893150766413,
          -2.2849934685801263,
          -2.3028145803559434,
          -1.5285138229820716,
          -1.128354783748362,
          -1.5827435031440757,
          -1.1742152904863157,
          -1.015274984404729,
          -1.2510570325759247,
          -1.1367599691378134,
          -2.239290980788067,
          -1.670885084598975,
          -0.9332199869961135,
          -1.327012743408663,
          -2.178905200793261,
          -0.9450412493177491,
          -1.4674752902364774,
          -2.1118634358821513,
          -1.6836392581265163,
          -1.2350153108393342,
          -1.8855512697475516,
          -1.1405647949496074,
          -1.3937894870619496,
          -0.7464357583089768,
          -1.7319826801513187,
          -1.183538584126017,
          -0.27415864241156945,
          -1.4426746520371094,
          -1.5872543728851096,
          -1.2824891454425675,
          -1.8695611733933248,
          -1.641137157085826,
          -0.746039957396143,
          -0.6227831269408349,
          -0.8037887005655863,
          -1.4809738020413492,
          -1.6667635599933044,
          -1.602163212453181,
          -1.5952319525605003,
          -1.6396498520701919,
          -1.2575272754282834,
          -2.681863537104811,
          -1.9701174612603898,
          -1.822477322034768,
          -2.2439761963285316,
          -1.2628050942862854,
          -1.0093239351452836,
          -0.5472679712680237,
          -1.8113482726893595,
          -1.5208350344577157,
          -2.800509749413504,
          -2.357434037091152,
          -1.124574868918516,
          -2.484598358485738,
          -1.0362048395835661,
          -0.9756283640002059,
          -0.930547424083615,
          -2.2075847670958426,
          -2.0985197602624623,
          -2.098751324679049,
          -1.20759086411138,
          -2.6597019158280357,
          -1.5844882729121554,
          -2.0290025940196736,
          -2.6872820325812374,
          -2.5258609489102146,
          -1.5936351675640603,
          -1.5279072557936635,
          -1.0870130903138135,
          -2.408400845979893,
          -1.5736816571076424,
          -2.6135199051057283,
          -1.2476528546802326,
          -3.2207800345568156,
          -1.5309887367479582,
          -1.6357819663923272,
          -1.5661628831037406,
          -2.147609559948928,
          -2.340940416828016,
          -2.240942094347511,
          -1.9256192855910306,
          -2.793463441309663,
          -3.0591171561666815,
          -2.2161411382331435,
          -2.2296682321304298,
          -1.4915808019965913,
          -2.4547807155120123,
          -2.1127145727963557,
          -2.3312996551617626,
          -1.4888009790843542,
          -2.285664526945985,
          -2.072395464066217,
          -1.1833198175256185,
          -1.6634366481302054,
          -1.8514907255303568,
          -1.9394917990372509,
          -2.270071166999647,
          -1.18506328584981,
          -0.4479745525496447,
          -0.7115683407881118,
          -1.5235784978164755,
          -1.5448015180821792,
          -1.492440579055388,
          -0.960320680958748,
          -2.153514373641885,
          -2.712537425292124,
          -1.7384649912420171,
          -2.0629401642869625,
          -1.128249878954408,
          -1.9698396683659496,
          -1.3710757590166929,
          -2.5780979341844628,
          -1.4167109161899012,
          -0.7948373970843065,
          -2.0414845109804594,
          -1.1829791949897173,
          -2.029341018624683,
          -1.746344953200831,
          -0.9864544866001288,
          -1.9615966200447748,
          -2.252592473735563,
          -1.7096241521948772,
          -1.2244042874392498,
          -1.0150166190465606,
          -1.2869583142556424,
          -0.8686380086987463,
          -0.25983012038792563,
          -1.6634710334687397,
          -0.1729454784231583,
          -0.9881731213419669,
          -1.2144790236756446,
          -0.3326367643424766,
          -0.49281875703489214,
          -0.6826765460914807,
          -0.9355719226798199,
          -0.58478525753959,
          -1.8357606115582434,
          -1.0657620627754996,
          -0.5883149927604725,
          -0.9915894292811727,
          -2.680344247962709,
          -1.3732090650946565,
          -1.604459889418852,
          -0.25661395515734753,
          -0.7480184430917011,
          -1.2731788963228046,
          -1.9300014549918907,
          -0.2421475293577802,
          -0.8751971572349883,
          -0.8143677866831222,
          -0.43154886146182597,
          -2.4079955953666414,
          -1.051045876336229,
          -1.338785960489736,
          -2.0499014101688195,
          -0.8481563427045307,
          -1.962911581915996,
          -2.0758843094615136,
          -2.6873768788159835,
          -1.010777173467369,
          -1.570983146807118,
          -0.9867834154744907,
          -1.8322255544098016,
          -1.1863849923095025,
          -1.7658237050865022,
          -2.1572513600830145,
          -2.3974435249020227,
          -1.380013642857338,
          -1.5387442280818844,
          -1.3066547600067744,
          -1.6287887915601065,
          -1.6868971724204098,
          -1.6843766021901156,
          -0.9738505773716011,
          -0.47252889639095325,
          -1.3513468565180426,
          -1.032217960406413,
          -1.3836165222549994,
          -1.7022308122516834,
          -1.2593219517465757,
          -1.2148431243580564,
          -2.598078098172453,
          -2.153401235159291,
          -2.1262804199710814,
          -2.7517180246736026,
          -0.7994944913606834,
          -1.1558731653190328,
          -1.5927288868540252,
          -1.6889124972274348,
          -1.0239821547943442,
          -1.166469332066115,
          -1.978166758503231,
          -1.518314786627001,
          -1.595480512679737,
          -1.837325526797079,
          -0.9530786248828833,
          -1.215838257514868,
          -1.5755742856494188,
          -1.3863615762021397,
          -1.5570200492630106,
          -2.233007258125756,
          -1.3759363381975949,
          -1.2839121208454694,
          -1.1664073555682184,
          -0.7156997494261399,
          -0.5839979363292173,
          -0.4348030828828209,
          -2.2317299699267856,
          -1.133647014291837,
          -2.0962094145584436,
          -0.8435930887736695,
          -1.09977650081271,
          -0.9467791567522864,
          -1.456233908375757,
          -1.3057337590722224,
          -3.3189501868913203,
          -0.964189651432437,
          -1.299094373213048,
          -1.2534305905597807,
          -1.4845377511425177,
          -2.28931424542622,
          -1.892955097098088,
          -1.615789884353192,
          -1.2245721826121307,
          -1.3773920384132003,
          -1.6427791581226432,
          -0.8016650709186556,
          -1.597903526474054,
          -1.8121443181934334,
          -1.2197183940248013,
          -0.8070580830258588,
          -0.5736204197673703,
          0.28024802438367696,
          -0.35885707527434585,
          -0.9425280950923189,
          -2.1083523261634642,
          -0.49639061407490404,
          -1.452511480103088,
          -1.975599053407492,
          -1.121310053893421,
          -0.4468446627566759,
          -0.978632305161844,
          -1.1789014938918865,
          -0.852955834490361,
          -1.7428237490781282,
          -1.185441424132052,
          -0.7501132799516264,
          -0.09512191852191298,
          0.32357043530176827,
          -0.1928426118102747,
          -0.4143815813337565,
          -1.4863610864611354,
          -1.041632264139531,
          -0.39119328788552943,
          0.13251659287808468,
          -1.0827498946878074,
          -1.119531169930583,
          -1.0786298471393918,
          -0.7474708998564563,
          0.025183389925121466,
          -0.14503917415192447,
          -0.8065949292105042,
          -1.165094974868995,
          -0.5433448648004472,
          -0.01509672689872264,
          -0.9351277115414056,
          0.04693619345031145,
          0.31585074138137625,
          0.23860409195701587,
          -0.1960726950797637,
          -0.3810292751383142,
          0.5773929863839748,
          0.29861865254001624,
          -0.5532579226250315,
          -0.49361149529300663,
          0.5012379646138273,
          0.7309743371369213,
          0.5999140939539593,
          -0.4982893213900672,
          -1.2555883564489232,
          -0.3431117448525142,
          -1.5035305426505026,
          0.8702784593706885,
          0.1180262488966402,
          -0.2660472042058699,
          0.8204025055477643,
          0.1964186558097134,
          0.15542289657777025,
          -0.07130213666968742,
          -0.12090450207598698,
          0.27167325493936734,
          -0.6619874221897875,
          -0.03289018159566701,
          -0.655311260964869,
          -0.7487514090449039,
          -0.6042492083209754,
          -0.9200544917516718,
          -1.2071335702095345,
          -0.8451738081361649,
          -0.6828422869940806,
          -0.7448921495755743,
          -0.6784515728681795,
          -0.48788410802754717,
          -0.2985486912963477,
          0.3717074565559427,
          0.17306441924403287,
          -0.4750603621318163,
          0.4969732429384568,
          -0.7687516103000751,
          0.5205379347486273,
          0.5547323355761753,
          0.9028223084403504,
          1.4887771985925566,
          0.10141616629696998,
          -0.16456587732221245,
          0.13269276052091905,
          -0.21034696730679256,
          0.5789367124446633,
          0.9219151761102539,
          0.23629582127578963,
          0.7227668828181424,
          0.9201432307228705,
          -0.07954769686042336,
          0.43089799642719884,
          -0.5106279352662825,
          0.3418383298112362,
          0.9586011779649133,
          -1.2589122603513807,
          -0.15721531009341635,
          -1.2885302984664266,
          0.7096682044343076,
          0.3360446424816803,
          0.2966751954785271,
          -0.2730452754254692,
          0.3028933948365662,
          -1.9431528017175328,
          0.3062893393712905,
          0.2093803951999447,
          -0.3638326018867258,
          -0.7702497543215207,
          -0.17357003333449403,
          -0.9472071491544868,
          0.7650969303116119,
          -1.9920992642800466,
          0.613306092962205,
          0.40782281888143135,
          -1.5854046237559816,
          -1.2048613388978353,
          -0.26132579119329596,
          -0.24513243419001435,
          -0.36007629254992757,
          0.5861187278484271,
          0.48347260149998245,
          0.25750326395144013,
          0.8853902067593207,
          0.06368668159695712,
          0.48228007374749104,
          0.5589515639094862,
          -0.37703696045145213,
          0.01882396137984619,
          1.213006194848643,
          -0.5730622606273846,
          1.0749712153233644,
          0.7114216961577227,
          1.3628106652718095,
          0.4496391405264639,
          0.045741195182041346,
          0.6535629637949609,
          -0.39626775684690446,
          0.31059634138734604,
          -0.22943599533770423,
          0.8900831559330086,
          0.7734633846090164,
          -0.15910600063962493,
          1.1610887414843991,
          0.9816370540122618,
          -0.09987899181172952,
          0.23308297582963958,
          0.688809323879606,
          1.0905024850988918,
          0.807785632462602,
          1.3531300893387352,
          -0.0828441435880775,
          -0.27616925834624173,
          0.6410510642306003,
          -0.6818458747232098,
          0.9097202495818065,
          0.3890612141793283,
          -0.1276786609860736,
          0.40840335016344037,
          -0.3896981274134151,
          -0.35754976017971835,
          0.12152162346391916,
          -1.1270615716960408,
          0.16255754963147426,
          -0.24190678679573874,
          -0.6153959209859797,
          -0.10884547426633333,
          0.25992145521076304,
          0.44836553427503756,
          -0.020249608227031476,
          1.157355602917643,
          0.2881110388701818,
          1.6129282917558405,
          0.6248192523731283,
          0.9394758670743756,
          0.8247085639309262,
          0.5574574559751306,
          0.49364509022695,
          1.0529296054379123,
          0.14893829408905943,
          0.5442774458306097,
          1.1824626846776067,
          0.7436787693718079,
          1.8413267586337645,
          1.6497184159930967,
          0.9757953229533269,
          1.0303596421998047,
          1.8043887746234841,
          0.7190944671517835,
          1.4516910971768453,
          1.0920939553415527,
          1.7107240165667275,
          1.1439595853972222,
          0.22986469605369303,
          1.146266942014194,
          0.7952562690416786,
          1.2891797718359008,
          1.444475477170203,
          1.440328782243837,
          0.7731518736490115,
          1.0800065195453212,
          1.2253298051732335,
          1.5784178138468377,
          0.8760290314913639,
          1.1557419320855513,
          -0.018736655157222993,
          1.0283956598690402,
          -0.8186889940752115,
          1.1595230537486072,
          0.8967852525831271,
          1.1192401620901566,
          -0.0892278254255944,
          0.2934887840680455,
          0.9394458049627683,
          0.40708701063429925,
          1.1797366848838573,
          0.5832996925914795,
          0.7503954769328929,
          0.8783253508200816,
          0.9725604572402947,
          -0.23763836800378008,
          2.0937337680184185,
          0.7840646149686552,
          0.3009938626692183,
          0.7249168925012972,
          0.5266935721193716,
          1.6784741871787217,
          1.9398899671855216,
          1.7134472520328308,
          1.5977206528559533,
          1.0849286623253185,
          0.5822154907690683,
          2.30689865574691,
          1.975251307727234,
          1.1850593600587649,
          1.6170113587384867,
          -0.06938171290208316,
          1.9159655911716442,
          1.7922598067019384,
          0.99789369704002,
          0.13584177202159947,
          0.8617538210945273,
          0.3381355342618013,
          1.4888354928193137,
          1.5670102692477679,
          1.1639403030290236,
          1.2748901434253568,
          0.9541640632614442,
          0.8501161815356587,
          0.11227520150153168,
          1.7481221890377305,
          -0.8645694295170502,
          2.2823589669111763,
          1.242196190042142,
          1.230071637827162,
          0.7807191048127731,
          1.1643947985707126,
          1.052071709282904,
          1.0166274738284187,
          0.12651777656534777,
          0.9906120304465781,
          0.6804945734231214,
          2.3643899978548353,
          0.6358169238402634,
          0.715066073318312,
          0.4909454925803982,
          1.1519999792816202,
          1.1210189518957374,
          1.4054885147643643,
          0.9989357981746408,
          1.0168449714337224,
          0.6557268022831455,
          1.800344236697737,
          0.7194027190339979,
          0.8274293720911756,
          1.2779156890271357,
          1.2312226621942537,
          1.1766044888513276,
          0.666005092936845,
          1.409288981724388,
          0.44231210178489344,
          1.2899212307881505,
          0.23424261209834085,
          1.0484877361595468,
          1.4149834266290635,
          0.7241092393775372,
          1.7316507414573827,
          2.2245859786003828,
          2.448145376510093,
          1.6455331231532213,
          1.8815815889467888,
          2.4960119245134313,
          1.797537258343497,
          2.372475918594963,
          2.677861593745396,
          1.3036871281248095,
          1.4749458934972957,
          1.176748163141253,
          1.907047229710691,
          1.85961955786369,
          1.5718115328127924,
          1.9740773430601306,
          2.789760049697303,
          1.4521594356011007,
          1.0997541997292504,
          0.3560973529317397,
          0.36464994745300877,
          1.3895404906596622,
          0.22874175536718022,
          0.930840091085967,
          -2.054121053480627,
          0.9642916123339541,
          1.3686396908662288,
          1.6269869975592985,
          0.5953915985099489,
          0.8630092131613558,
          1.845442052234431,
          2.017379035651186,
          1.735978715277873,
          0.3717478115071577,
          0.7649356920286497,
          1.2208202476806955,
          0.3333059047082625,
          1.3808848484549252,
          1.1473517018958368,
          1.769536326133407,
          1.5320851861756277,
          0.4431871058808794,
          -0.13896488826069078,
          0.8084317500490651,
          0.5855277956870804,
          0.8944549301634604,
          0.8467765232071177,
          0.6797082149962644,
          0.7838828784437143,
          0.5647087373335512,
          0.544963678597898,
          0.6204362043800692,
          0.6948194816808352,
          0.6557419196134519,
          0.5561895155714203,
          1.2100117192431756,
          0.8768105401605756,
          -0.054467199621124875,
          0.4629845739079973,
          0.7071361030295966,
          0.6923325697207485,
          -0.6204074224895231,
          1.2135551980749426,
          1.5315045839793933,
          0.6742022980878442,
          0.5542549898477673,
          0.7217109741833587,
          1.7093275231533918,
          1.3211879190282332,
          1.7814456893909745,
          1.533834475325163,
          2.0249405666909457,
          2.0918850259344985,
          0.8451035484016819,
          1.2688363970826753,
          1.0925735953502171,
          1.2555201142188852,
          2.2355160256583795,
          1.7488224096410052,
          1.9412601955106288,
          1.432034716908108,
          1.5841387731869103,
          1.2345582212084405,
          2.1167619659237227,
          1.5606285932202162,
          1.2631442735326301,
          1.6493755478429935,
          2.077247634138959,
          1.4704856422782597,
          1.1850894643755767,
          1.0812817294525405,
          1.82442607246756,
          2.4499861213778455,
          1.9695459599338125,
          1.5539107694750867,
          1.7546409465163981,
          2.0997091450159497,
          1.3825242770853716,
          1.5212443995298885,
          1.1387700192972636,
          1.5511269722649763,
          1.7364587921748782,
          2.0036697698094064,
          0.7212552830803953,
          1.5683372229527093,
          0.5747589837302912,
          1.9383256503761352,
          0.4881628656760881,
          1.4525373645568302,
          -0.36370781456770274,
          -0.06221800174768508,
          0.6813596327687408,
          0.8766006306068778,
          1.8705954191330958,
          2.2214363450422656,
          1.493084370826844,
          0.5400573161696934,
          1.324577843125161,
          1.506121563102834,
          0.8596437645683509,
          1.3950170402569972,
          1.3384427285807476,
          0.17044606270690818,
          2.2156338803631015,
          0.848153146361325,
          1.419950061990108,
          1.2029718314845064,
          1.903594840525415,
          1.786896920455194,
          2.254299917719012,
          2.3859078257973256,
          1.978782818067452,
          2.186259940130715,
          2.56379113367763,
          2.3474897494697067,
          2.8916895599334356,
          2.7466006003481866,
          2.9412623321008113,
          2.3652885096552474,
          2.1725451544240135,
          1.9520951665188797,
          1.073904908198125,
          3.2052811332513382,
          1.8657420772760407,
          2.1856790154964534,
          1.998318905964262,
          2.039516601658891,
          2.77518316597864,
          1.5317012457361086,
          1.957995760181423,
          2.729444323835754,
          2.787191330856346,
          1.7661502031345877,
          2.7348474140555687,
          2.076204212474395,
          1.6266076918059496,
          3.058839638809973,
          2.4651277556690596,
          1.5273315359191604,
          2.3938135950972925,
          2.9300786580735787,
          2.59109302687729,
          2.3041788866905017,
          1.958009825574706,
          2.806740489416881,
          1.6854103167755703,
          3.445312549895835,
          3.6406780314469604,
          3.445906510227728,
          3.4958653603963126,
          2.3643097386255896,
          3.1263692544539796,
          2.415178014295581,
          3.4680519844338207,
          3.1031027741367736,
          2.6353750753878544,
          2.5719267743262,
          2.323788579099492,
          3.164453625093446,
          2.7477130739738507,
          2.7104575546536074,
          3.157164544575149,
          3.8515435470897943,
          2.6266770146184535,
          3.2145880646154197,
          3.251389120326926,
          2.95652112632584,
          3.085295427936092,
          3.023420939625467,
          3.4435116696329975,
          2.5689370821151747,
          2.339831268164053,
          2.7579271415214333,
          2.118603983193001,
          0.8921416879067307,
          1.417013675890987,
          2.480455048700882,
          0.9791394020761041,
          0.834802547558074,
          2.318624893590484,
          2.2950061437125484,
          2.405914015426632,
          0.6069251736574787,
          1.6027326403204252,
          2.5985441514896044,
          1.325428620708245,
          1.7791145447928598,
          2.5656241472845203,
          1.4672229565517836,
          1.9557668063293587,
          1.462530378602575,
          0.9113209115756432,
          1.3085165137197479,
          1.8176199292087913,
          1.9510022079116298,
          2.3834985530557633,
          1.3788173169214746,
          2.3598587996152243,
          1.922530123865503,
          0.3911759383688737,
          1.6176331089493403,
          1.5623781548388906,
          1.3438409374495819,
          1.6337289986323322,
          1.6944981809599344,
          0.9905865908068318,
          2.7475466212943993,
          1.9416685499044233,
          0.6467636729406921,
          1.475393075438527,
          1.3749634573271066,
          1.851221244582279,
          1.4530843719412014,
          2.899032645130603,
          2.0440300163758054,
          0.9013759365141913,
          1.2012102364310469,
          2.3641234466646868,
          2.3955699101072487,
          1.123634875968855,
          1.7457038196236239,
          1.0799333904695112,
          1.6491682042537166,
          1.5362238198050349,
          1.4222561974183625,
          2.3167300564128173,
          0.9435146918840803,
          1.9334740528609435,
          2.066891950190703,
          1.816535192197158,
          2.1057593588022328,
          1.8585868195850823,
          2.2668227919729476,
          1.142598773601172,
          1.2072965300661258,
          2.228872988921494,
          2.5538274407441786,
          2.6157829235169205,
          1.6232695868193985,
          1.2861562028200546,
          0.8890085394075145,
          1.6519363316407802,
          1.6331999770995433,
          0.458142831662366,
          0.4989333553402072,
          1.1938714326988138,
          1.7302640280480626,
          1.4696299857904767,
          0.9594548218472262,
          2.1967109543339127,
          1.1577398881927878,
          1.4198049984153662,
          2.1283228959237923,
          1.9171620622097572,
          1.340039419793415,
          0.9160053593440755,
          1.8484313372049261,
          2.4015436784757074,
          2.8232645421864397,
          3.130845621726682,
          2.4769863951814663,
          2.144639888252882,
          1.7542042722346223,
          2.033524641946067,
          1.967613991183524,
          2.4888331853879166,
          2.8421727010239923,
          2.123347968145043,
          2.3757211259756152,
          1.9576669466890084,
          2.99822676530988,
          1.1136820136196006,
          1.6923486482001888,
          2.8351738741311983,
          1.927939555308235,
          2.041058254700212,
          2.424679638685452,
          1.0184727375260814,
          2.3703118132819423,
          1.565570937378585,
          2.703203196241747,
          2.3819181345612748,
          2.3968080840768473,
          1.9904611398165184,
          1.8624563642636598,
          2.173457507268538,
          2.270168417235938,
          2.0313972691413453,
          2.0238356328743383,
          2.91036160129652,
          1.714147823477981,
          3.082927521558115,
          1.782270065348026,
          1.091444075040077,
          2.3343539115441034,
          1.4630836571887722,
          1.908658140814849,
          1.011649865807607,
          1.781808825541392,
          1.554590086766204,
          1.4543411853233086,
          1.7298782533036334,
          2.4409341125860506,
          2.708523774634455,
          2.7499198623296337,
          2.7900030355591827,
          2.538039835909947,
          2.7432204895954637,
          2.0257511308077927,
          2.4524563014967637,
          3.160324370389891,
          2.9014910128416522,
          3.817053475284773,
          2.39856652398029,
          3.3244514173014967,
          3.1317471366969385,
          2.9281947951087783,
          2.932869465535708,
          2.5939512799714097,
          2.07831440161091,
          2.911176797024636,
          2.845396996034592,
          2.931159985149844,
          2.2575662347673364,
          3.232225678667219,
          3.062019946875779,
          2.476377217026385,
          2.062953585293401,
          1.751995690373738,
          2.7421905870800503,
          2.22450218067292,
          2.048811998345529,
          2.3368112399862397,
          2.761337876819278,
          2.340783167535097,
          1.895444030330232,
          3.2726244906717654,
          1.665288872868103,
          2.3944029191558,
          2.480052347151432,
          3.3693729399854484,
          2.5357410787790235,
          2.985782758058785,
          2.052875160933525,
          2.847523632518724,
          1.7872226233080448,
          1.5706488670863514,
          2.173561099482823,
          2.2569737229882594,
          2.583136870157978,
          2.4687163435391932,
          2.725833703108166,
          2.8299235339836173,
          2.972723361904951,
          1.9042947931652165,
          2.7711677477447036,
          2.149943806428812,
          2.6351583296219165,
          2.0202341542857467,
          2.6855342398937943,
          2.129464862892399,
          2.7312637283778214,
          2.423413971309766,
          2.2719159804977944,
          2.4000756219625745,
          1.7779894357586745,
          2.1969556849838994,
          -2.3295227974096524,
          -3.2044176412178254,
          -3.1823764444653326,
          -2.033105735931877,
          -2.7785586540039717,
          -2.162389145520703,
          -2.124127799298709,
          -1.7489857877272095,
          -2.5553094155480007,
          -2.2236845839581125,
          -1.788236895458,
          -2.1513973692673796,
          -1.9313311670394324,
          -3.3194361876822285,
          -3.1849228645007477,
          -2.1699318844071422,
          -3.3537914910861866,
          -3.207960045145312,
          -3.5342456998805485,
          -2.7860434461982386,
          -3.568380735307821,
          -2.170993709572614,
          -2.840851947707733,
          -2.3389068732247935,
          -1.60189500443874,
          -2.661822298035192,
          -3.621340263200532,
          -2.3023979779023143,
          -3.156552169135334,
          -2.837254996795376,
          -2.2447103847457917,
          -2.6944871691963046,
          -2.1020872909014643,
          -2.4992662574222066,
          -1.1548117518030203,
          -2.1756614615591165,
          -1.5180075122927648,
          -2.0827836823006356,
          -1.4795214681675237,
          -2.072466764443346,
          -2.390194154558131,
          -2.616323309638662,
          -0.9946483146733431,
          -2.4286552392621994,
          -2.2188734028918793,
          -1.397251732599825,
          -1.1761770485181606,
          -2.695976004227034,
          -2.1168659456368037,
          -1.609164934695829,
          -1.883393567621813,
          -1.434205678130372,
          -2.1570936937938647,
          -1.6173447151659828,
          -1.3951483267245064,
          -1.608229058261064,
          -1.6551063426895003,
          -2.0599333852594945,
          -0.9837650432118351,
          -2.8166344244838033,
          -2.52711701632463,
          -2.0510024337794666,
          -1.227313238317689,
          -1.9473060056473688,
          -1.887399793414878,
          -2.230098698797511,
          -1.3035433970016677,
          -1.1170154838189683,
          -2.2470080556125662,
          -2.1650687675186466,
          -2.2021842147112243,
          -2.15845867944612,
          -2.535622338512541,
          -2.2886737816193947,
          -1.6477648569800107,
          -2.3105149668070273,
          -2.195913410223598,
          -2.520902253097235,
          -2.394278812190178,
          -2.098878613054485,
          -2.573321068271451,
          -2.986395719700375,
          -2.4902550228091958,
          -2.0656742905461862,
          -3.814391823860414,
          -0.8717053649109638,
          -1.7372126362007376,
          -2.8677938821477085,
          -1.3625475907711722,
          -2.258094925354657,
          -2.5761176946286226,
          -3.3447716058413617,
          -1.5069217679013047,
          -1.0808445470116728,
          -1.0888550293387311,
          -2.400965285878847,
          -1.294145033816263,
          -1.6762348416743056,
          -1.76455747866519,
          -1.346771656149681,
          -3.5503297833357728,
          -2.6590435666339487,
          -2.9524252321727964,
          -2.3325234958035996,
          -1.3194677999225632,
          -0.5078761282986108,
          -2.6631523524753087,
          -2.93279142466009,
          -1.3185187753778078,
          -2.3660649817607067,
          -1.4628967429624653,
          -1.7972200919574077,
          -2.746656098113879,
          -1.7328949607745603,
          -2.1656618241113144,
          -1.6655726574512895,
          -1.9713849029261714,
          -1.8446767325100917,
          -1.793397252003958,
          -1.1975374591878087,
          -1.956043172149228,
          -1.1912598961798362,
          -1.638859226780578,
          -0.8187807639295387,
          -2.7621692867550927,
          -1.4519340343718081,
          -0.7096425074004086,
          -1.3706249751474269,
          -2.1640067883490453,
          -1.3545739051058447,
          -1.7908034691151873,
          -1.625741497247191,
          -2.311424318774682,
          -1.862325089294376,
          -1.7329322519506984,
          -1.2105080560625219,
          -1.7354966070520659,
          -0.8471695464798181,
          -0.9002911903574832,
          -1.8738916369280587,
          -1.875317456400215,
          -1.755704132579155,
          -2.278475845368351,
          -1.2761520494841805,
          -1.7855925082524018,
          -1.7611350434625928,
          -0.24865610233008864,
          -1.4468510932824996,
          -1.2915331081697417,
          -1.5058384588144478,
          -1.664017201277671,
          -1.2525388631475864,
          -0.6472344275411959,
          -1.3968716468949447,
          -1.808465292133463,
          -1.7801391186261015,
          -1.9719925242691814,
          -1.476357689353378,
          -2.0634690029690073,
          -1.8849266340254411,
          -2.1412962265921363,
          -1.29272897000772,
          -1.898337385591843,
          -1.145924157574132,
          -0.5876195360100342,
          -1.6546406446157307,
          -1.91748356222313,
          -2.363031786819533,
          -2.2668598325660105,
          -2.327532494184134,
          -2.066786706928349,
          -1.0735337035380788,
          -0.6968122382856214,
          -0.0977681476267483,
          -2.6035479235227665,
          -1.47546929012746,
          -2.2693855925135,
          -1.744734273048873,
          -2.28395587764542,
          -1.1804219551916664,
          -1.5862109156228545,
          -0.8562502631921506,
          -1.3061300237077296,
          -1.9349758057842266,
          -2.2867541712127593,
          -1.9946834954319663,
          -2.3012723840996494,
          -1.7736852051564178,
          -1.5954965882101633,
          -1.9425693140133593,
          -0.9748297374370228,
          -1.5329129091439877,
          -1.4344109079974643,
          -3.6962668961505556,
          -2.287064400141649,
          -1.4773564607366794,
          -1.9399968633836573,
          -1.1435752727739272,
          -1.4484455573165644,
          -2.427705981286612,
          -1.5408068951458982,
          -1.6659558535964127,
          -1.3043801388234022,
          -2.363568808356392,
          -1.5896310850395057,
          -1.2859627696270353,
          -1.9123859516230564,
          -1.2636117782231095,
          -1.366672389874644,
          -1.267004625567246,
          -1.3329113468550822,
          -2.065857534063569,
          -2.220976758430129,
          -2.330363761499668,
          -2.5493800949015273,
          -1.7136578259022324,
          -2.786390126357076,
          -1.118430397809063,
          -2.4242473965469467,
          -2.3379147887472267,
          -1.7490122799983059,
          -1.725634628568126,
          -1.3920273669303593,
          -1.1020809290188016,
          -1.4203219703428263,
          -0.9134987314805705,
          -1.9710946903169673,
          -1.479991391335192,
          -1.050472478747122,
          -2.5778246274900973,
          -2.4668125796081783,
          -2.6852788772599987,
          -2.6631055053394705,
          -3.2528982474354713,
          -2.890453449459367,
          -1.799572516077571,
          -2.0407310005809776,
          -1.1699332597414707,
          -1.551083446481686,
          -2.4229717502936388,
          -2.4756012599410306,
          -2.5707125457388935,
          -1.779231344338783,
          -1.9615142519507798,
          -1.7100923034771593,
          -1.7771530966092886,
          -1.2355901338237192,
          -1.6697754617147509,
          -2.3749126734465458,
          -1.1491663388130944,
          -1.3392661560875083,
          -0.6520732064216271,
          -2.2513360614240683,
          -1.4516280949760643,
          -2.2818810294121605,
          -1.8770665155508033,
          -0.6449969057426254,
          -1.074899829189426,
          -0.8740786617857726,
          -1.50215812881645,
          -1.258930391140336,
          -1.8263300381939012,
          -1.6881430460234663,
          -1.865648607918854,
          -0.8629646704003384,
          -2.809385161610392,
          -0.699038973017911,
          -2.3647635290540197,
          -1.3741326913746132,
          -1.268627451743427,
          -1.7380352820151452,
          -1.377682897813282,
          -1.8075714991621603,
          -1.1521505210402607,
          -1.4526600747894334,
          -0.633574683270865,
          -0.5771911484785813,
          -0.7897272150906784,
          -1.4097093686513376,
          -1.050296863532746,
          -1.887481824489944,
          -1.033242842579406,
          -0.6631876667606393,
          -0.4348681539294706,
          -0.7150383350989077,
          -1.128888235670175,
          -2.0650138310446664,
          -0.7985811433689818,
          -0.6327353496984115,
          -0.49029992319440696,
          -1.8264907486040818,
          -1.460153459608934,
          -1.4597973877966688,
          -0.4988007728227966,
          -0.9320377274269959,
          -0.9060623669004361,
          -0.5440448042960379,
          -0.7669301543300272,
          -1.4402714386845283,
          -2.5772418315726653,
          -1.9553155022196511,
          -0.8034957036016253,
          -0.43906904320759677,
          -1.4316537307571613,
          -2.0094956476128227,
          -0.8218459919409882,
          -1.1451316486616048,
          -2.0426589757083127,
          -1.859907444076863,
          -0.9689298035845659,
          -1.278585918622547,
          -0.9381013991081465,
          -2.889864375518931,
          -1.4195998428692183,
          -1.061909568088585,
          -2.5239030679374763,
          -1.1171974818246495,
          -2.020382798887786,
          -1.3600122761969065,
          -1.5845224507938476,
          -2.015375128742014,
          -1.9631488388951663,
          -1.3156848581393235,
          -1.8579187635754082,
          -1.3576967035648295,
          -1.4645318753714303,
          -1.1347505514396063,
          -1.5191723542072877,
          -2.0068993124019925,
          -1.668960454860265,
          -1.2368192123227368,
          -0.8869324128642059,
          -2.215213010355832,
          -2.4416550642886583,
          -0.9466113152677235,
          -2.0052947685684748,
          -1.1679045199065776,
          -0.5517344183720713,
          -1.3289626326705328,
          -0.8015689407149982,
          -1.1590197107060212,
          -1.8669840895863148,
          -2.6489913702963928,
          -2.21710147096522,
          -1.4940221970997374,
          -1.4956420097760372,
          -1.1184080193766075,
          -2.762574471211735,
          -1.3337311178048932,
          -0.4888070739133505,
          -2.456768530680824,
          -0.6795542281318374,
          -2.3060322131053357,
          -2.589641131476559,
          -2.5785324764527013,
          -1.690702606295534,
          -1.7926047798543199,
          -2.6633664391463974,
          -0.9211883135692439,
          -0.4318734663015952,
          -1.2806548918397318,
          -1.843172087498512,
          -0.8243841780849763,
          -1.3998297893390843,
          -0.7716833711567203,
          -2.5289898332910288,
          -1.500989929376971,
          -1.5148763039980164,
          -1.1308586568007373,
          -1.9687598244242686,
          -2.3921428779297313,
          -2.5880200387177728,
          -1.4144471478512037,
          -1.5890194096019719,
          -2.4142895805563325,
          -1.9973846771822752,
          -2.6194664583192666,
          -2.8584094347386393,
          -1.4085839365515838,
          -1.8604318321819797,
          -1.4591981623893615,
          -0.5908242474904887,
          -0.5123084219335868,
          -1.0916221187613762,
          -2.135582830908661,
          -2.3440278792158766,
          -1.216964571501786,
          -1.324191582539978,
          -0.6949401432712857,
          -0.5449341627391604,
          -1.1214102719679264,
          -0.7249939872093984,
          -1.9113802735867633,
          -1.2082780038761314,
          -0.27751926551522466,
          -0.7945823259953116,
          -1.545521276113804,
          -1.1076325526813475,
          -1.4368272893593297,
          -0.22033913345651085,
          -0.292630435478503,
          -0.42459402840941185,
          -1.5668372034258315,
          -2.051637768410422,
          -0.45009034702649087,
          -0.32779083895050576,
          -0.8010803695547847,
          0.18117974835380815,
          -0.23343139468696475,
          -0.6296067907730115,
          0.2107715104606308,
          -0.14759386908525,
          -0.3079819821944084,
          -0.2523340004823366,
          0.19770442383668327,
          -0.033103637313718855,
          -0.05039038110101935,
          0.3198220712798762,
          -0.07336819897048943,
          0.800382108474625,
          -0.154876544158757,
          0.590820774213786,
          0.23219611969962706,
          -0.3254667402751365,
          0.7039216580578114,
          -0.8885634456240551,
          -0.4279580599629385,
          -0.06109725789743518,
          -0.1312220739828426,
          -0.3153634764807643,
          -0.5882285198314723,
          -1.8279803201820453,
          0.13341746922832456,
          0.17859842407414275,
          -0.307456574706781,
          0.06429971564102002,
          -0.02585163090188781,
          0.571219820130501,
          -0.17053886342966237,
          -0.20061446922647663,
          0.1395168931004393,
          0.00764667547553128,
          -0.013338343413627085,
          0.14934737428091654,
          -0.6777463822662613,
          -0.7353432848935997,
          -0.3351372750950541,
          -0.9999458294305963,
          0.19497452764266357,
          -0.4970907422498412,
          -0.6321027153312399,
          -0.585153008791724,
          -1.8731922815077058,
          -1.2332313633256071,
          -0.8638294408552294,
          -0.5707695475412129,
          -1.4379322674536017,
          -0.442493724135674,
          -1.2770719080653918,
          -0.21474407430017678,
          0.624843018089129,
          -0.3272182024730909,
          0.3594318798274975,
          0.5986542537152051,
          0.9026981361996336,
          0.1324897048456008,
          0.25798515595389776,
          -0.1078631523241191,
          -0.6497578650256971,
          0.4547563359957878,
          -0.009902203268292182,
          -0.0056554559534081625,
          0.17076517361096014,
          0.5933627265910943,
          0.7580213801631188,
          1.4149553557047339,
          0.15710856402050236,
          0.3954767173425698,
          0.28946963104173273,
          -0.36008883245876216,
          -0.4875367009166142,
          0.5882637586176828,
          0.6176923700541984,
          -0.1683820270300585,
          0.15865200773623808,
          0.5705832198829685,
          -0.054497112400602656,
          -0.20060778703616985,
          0.3525122230058954,
          -0.6227572876628371,
          0.12697743609600157,
          0.38518916412212156,
          -0.49814280931402954,
          0.3070688190951442,
          -0.868507760508071,
          -1.230663760329575,
          0.4311170859267604,
          0.5703628636163904,
          0.9559287939428195,
          0.08269124654655068,
          -0.9622502767952206,
          -1.142220267621395,
          -0.3769202553704437,
          -1.9325632323344022,
          -0.02940959374262093,
          1.513208136367298,
          0.009079627375776878,
          0.7935945574036758,
          0.8141574876655782,
          -0.1321383097212734,
          -0.19079634196479153,
          0.4425319999560806,
          0.14646062644785018,
          1.3942617925255363,
          1.0746737794317942,
          0.6499402521028518,
          0.05772803342410438,
          -0.3325463466032265,
          0.7985330965405971,
          -0.6928514886598379,
          -0.5317350343580021,
          -1.7312713866169138,
          0.6413925214012738,
          -0.390225231954175,
          0.38521151522108366,
          -0.19105060959673714,
          -0.677057546899433,
          0.2311986637267563,
          0.587535361650356,
          0.8841129735693015,
          0.9622715519879427,
          -0.04941247452154508,
          1.2072589438687629,
          0.18574837021291288,
          -0.06985651218057277,
          0.5064832205648964,
          0.32423630650624946,
          -0.15522852835374282,
          0.3220506959140155,
          -0.38349020638278986,
          0.40809855057172634,
          -0.5561638912680238,
          -0.004351756408793761,
          -0.9570492521345336,
          -0.07791206377236347,
          -1.0145864489881142,
          -0.1393635298150417,
          -0.16863516776175785,
          -0.4220020650086842,
          -0.7303616439600045,
          0.016687613115190632,
          -0.5940501643262261,
          -0.020031493875209787,
          -3.1897261724662096,
          1.7648084209569161,
          -0.22449816197454017,
          1.50237358494086,
          -0.017648223158434298,
          0.9443069373220978,
          0.9376684208585765,
          1.4150829017524356,
          1.1782953843554733,
          0.6147377168336576,
          0.15164969620622837,
          0.9207577024675531,
          1.0777132485899983,
          1.4878705660486926,
          0.6320444081509549,
          0.7843157299381002,
          0.6612528834226227,
          1.4279515813839831,
          1.0677124705264633,
          0.39828841147350363,
          1.9674677784572858,
          0.652432689089898,
          1.7592801424216384,
          0.9361718678120453,
          1.0363456671200835,
          1.460623760807534,
          1.2456052185505861,
          1.0860550988638538,
          -0.1690199994209981,
          1.313798097450307,
          0.8473045015597321,
          0.8862149341511557,
          1.0111842304255805,
          0.9678288699603753,
          1.107261103257828,
          0.6210631379816652,
          0.9532661694001746,
          0.3743358750751144,
          0.7862126752298354,
          0.2572796744433741,
          -0.0697385528432845,
          0.07290525855559433,
          -0.19833112163382652,
          0.7174478368097653,
          -0.535611233210579,
          0.4496738150868439,
          0.8339276180904192,
          0.41337379944199076,
          0.7774464266472689,
          0.9774714136072062,
          0.40550501446439036,
          0.6729507235317957,
          1.0664105387562666,
          0.5175842672965223,
          1.0954704632603312,
          0.5928367411846541,
          0.6969131537100203,
          0.6682658946158709,
          1.5436199759845757,
          1.2434350323211505,
          1.7536476633585774,
          -0.10957763386263725,
          1.9188464511856889,
          1.8883163875297821,
          1.7060327732102962,
          0.9533834879624318,
          0.6383196294984176,
          2.014198590907853,
          2.0919392162203763,
          0.8448886536258002,
          1.4547548032204975,
          0.9335307521551806,
          0.1659989913019419,
          -0.09590335495276796,
          0.6991670443281784,
          0.7337104331689198,
          1.8885851379214833,
          1.408809369532955,
          -0.05518958974983437,
          1.3581885647036065,
          0.3425006997186913,
          1.0521134578810927,
          -0.05744009203191523,
          1.0708262289835915,
          0.5551034528338561,
          0.893209337194076,
          0.7569687614916139,
          1.9711610387632377,
          0.9728609481017094,
          1.2291460120667914,
          1.2598191550844797,
          1.665836041619714,
          -0.3312716892656653,
          1.6989520644218492,
          1.3833438278429206,
          0.22588394876976264,
          0.9659322258381086,
          1.784974209329458,
          0.5814413937888198,
          1.5313081172207066,
          1.8490356573233595,
          1.9320923940721066,
          0.6940078961477896,
          0.7058062726949563,
          0.9953137795041029,
          1.2563771212014536,
          0.8461414369488961,
          1.2459648665312641,
          1.0744201959931732,
          -0.15988292185520556,
          0.9838291309519867,
          0.7887615850424475,
          1.3636613509514854,
          1.2340378685795497,
          1.3620445677302278,
          0.4082830922275076,
          1.738468977122798,
          1.6358515837874361,
          1.4793340413057512,
          1.382320437348316,
          1.6315069576624384,
          1.8814762540387562,
          2.73660207483186,
          1.3551525570386895,
          1.6031756275218871,
          2.4494707225695596,
          0.9865498561519626,
          1.7832946747139717,
          2.0379484159612944,
          0.7317803803529191,
          0.593295013026279,
          2.530337644685382,
          1.8431232381451235,
          2.0018963345820433,
          1.1946449142410867,
          1.6314814305355918,
          1.4278072057750375,
          2.9722953406948736,
          1.326676227156887,
          1.9328087941503274,
          1.1093782231061773,
          2.024264228211425,
          1.0987192905048235,
          1.9668831151923174,
          1.9195020324957806,
          1.2263853806676044,
          1.253201535839156,
          1.329063613023476,
          0.87118845814045,
          1.4206506432980102,
          0.06378357724814396,
          -2.5341729175335894,
          1.100758955566668,
          0.6686993174721279,
          0.651673528460837,
          1.015777878727668,
          1.4647281557511636,
          1.7952256609979005,
          1.2669537355979887,
          1.1742548227697458,
          1.7224656794296325,
          0.9679911830046318,
          0.7347192952946326,
          1.1986291816668482,
          1.8600166910790359,
          0.4103726848417429,
          1.07725283462461,
          -0.02422374941783454,
          1.0430761294364457,
          0.756221294710474,
          0.7951712997176174,
          1.053098149205406,
          0.8204779936102269,
          0.3134312012221143,
          -0.21415242994739844,
          0.7583065293996064,
          0.9077153172046385,
          0.7930134671885547,
          1.0143117804779227,
          0.9288997937732755,
          0.9547007776470937,
          1.2389848271732578,
          1.1677154845334077,
          0.004196006797966918,
          1.8747161827930259,
          0.6980415655336837,
          1.5858241981161474,
          1.1197174104942509,
          1.336358684120635,
          0.7829433577996718,
          0.640685506180464,
          0.3053684796397414,
          0.2346487271972676,
          1.3083245952822118,
          1.3488440752378166,
          1.4546959089536262,
          1.7502798419592287,
          1.4880725018043994,
          1.4503948475361752,
          0.2895663494445665,
          1.3894179564613858,
          1.6854142876267342,
          0.826010522342979,
          1.0921850634356325,
          1.4646086372115565,
          1.3468434577762525,
          0.7229968433904003,
          0.5927922527450987,
          1.6164817574665131,
          1.6843938371429137,
          1.6943366610535664,
          0.8366938761248686,
          1.484345247992576,
          1.3950895394967504,
          1.2192609310166396,
          0.5293244490587804,
          1.4062465456385715,
          1.1261617619930189,
          0.40934963580630107,
          1.5125172265146904,
          2.56865430279397,
          2.4866016569505414,
          0.682897629324942,
          1.9778099392669195,
          1.6655765234747002,
          1.017755618584499,
          1.4022801289718194,
          1.8013397134686389,
          1.5540579048150933,
          1.359319627895766,
          1.7823330053956163,
          1.2729309397165656,
          0.4040574372584969,
          1.90980320951687,
          1.262768701725888,
          -0.06985496269788753,
          0.7653040317969312,
          1.4309529206975606,
          0.317988588480285,
          1.5462791687955169,
          1.0400662220266141,
          1.15247431340621,
          1.3819757806991617,
          0.7743101176699813,
          0.8320589206387863,
          1.271361772454116,
          1.2914567273286943,
          2.1816044304648923,
          0.9609196752417136,
          2.0841776495341517,
          -0.28800427614674184,
          2.5012984141236108,
          1.0444170273014306,
          1.3143256690491323,
          0.7509164768183264,
          1.4861493006917297,
          2.0502858106321358,
          3.697258854926978,
          3.30258764170143,
          2.1698482525570246,
          1.98146586975519,
          2.1305020066995457,
          1.8165699277009297,
          2.71777799162795,
          1.560610693307778,
          3.179268052967275,
          3.207839593840489,
          1.7597735213733594,
          3.3804184683218517,
          0.8179422531042743,
          2.6211954813639906,
          2.411788812497205,
          2.8769262289480966,
          1.6569174110820397,
          2.201059793420745,
          2.41254898266393,
          2.290236862710901,
          3.3627030918775604,
          1.7032642211299684,
          1.2145781493078416,
          1.7473222053916275,
          2.4612408256959224,
          3.2240628092264245,
          1.6949711693254097,
          2.069267968603712,
          2.2886120877846254,
          1.9765479568310136,
          2.125958548768845,
          2.8079850438582508,
          2.0864254778977203,
          1.5439511914356407,
          2.223825796744747,
          2.820800389197498,
          2.2785134957451287,
          2.49800661731236,
          1.6945741439488413,
          2.697136574386158,
          3.6475909775089086,
          2.823924012920521,
          3.287279544003548,
          3.008236396964826,
          2.19028673698316,
          3.0597606039793397,
          2.8610245400152694,
          3.7774555391294196,
          2.3036997860843544,
          2.422906273688432,
          3.1895723568638163,
          3.9429145845510694,
          2.6991289696768694,
          2.6136098198033335,
          3.5174249321400697,
          2.5457642811160657,
          2.9229881854497837,
          2.358940847742478,
          2.6704430611342946,
          2.4520613493425767,
          3.2372696453768137,
          1.8901679416336605,
          2.0610451198468316,
          3.3115817467492166,
          3.1156571339575643,
          3.442437400711984,
          2.570618012176831,
          3.0901562411417483,
          3.6915775282570396,
          3.3718038226677316,
          -1.7034960337754972,
          2.320014063812571,
          1.3908278551041995,
          1.815446759786207,
          1.9378761281027177,
          2.0763714786866743,
          -0.15171843172985316,
          1.1944023413052327,
          2.041709079717011,
          0.880046237569682,
          1.2531534656166532,
          2.8821348666993445,
          1.0127402319767722,
          2.039265845585451,
          0.4184641669299708,
          1.9000580812378225,
          0.5889071659164192,
          2.1003350124660773,
          1.781385788394867,
          1.7007276430857567,
          2.6371133686096573,
          1.7743646474613808,
          2.1853003339794275,
          1.6835048542551145,
          1.0309243886329755,
          2.3503626835582843,
          1.0437785948940563,
          1.4724215302231833,
          1.5992345135504864,
          2.1602003447644433,
          1.4785873320413443,
          1.1536159546097464,
          1.0735855238271697,
          2.1830083502195645,
          1.6245522719833498,
          1.6834045392807797,
          2.179524551111344,
          2.085606934731349,
          0.6375868876597992,
          1.3858770975980301,
          3.0168864231301327,
          1.9141882913895325,
          1.5479987631118037,
          2.234118059240334,
          1.8660765723995356,
          1.7271251900105902,
          1.884196177905786,
          2.5807394912240214,
          2.2565178522184803,
          1.4312656781796569,
          1.80458238515449,
          2.4374796347711944,
          1.5629659411118684,
          2.2656389004250785,
          0.9166285312496599,
          1.3372530459951824,
          1.5920578743205733,
          2.398819035787098,
          2.3699311898220383,
          1.6597815495307742,
          1.2079619861660789,
          1.1638016212872209,
          1.5468797316903813,
          1.3155425575209678,
          0.6811065065462166,
          0.22964791425645636,
          1.637457265021826,
          0.6989270532416466,
          1.1650485883361927,
          0.32031035606445224,
          1.3581727557745984,
          2.1455767383239115,
          1.3307117703381581,
          0.7811657973342595,
          1.5545808568786776,
          1.4665523938240996,
          1.3339601764249995,
          1.9370877289418265,
          2.356803788148102,
          1.8144848018596458,
          2.2825390184074785,
          3.118647900778461,
          2.6636631302646894,
          1.183754023481396,
          2.029946488939954,
          2.148775336898012,
          2.519440512071902,
          1.756633289358082,
          2.386762213098063,
          2.5828766915702386,
          2.7673017914123745,
          2.345470620042582,
          1.9389002479001132,
          2.943647860836458,
          1.5471442612663688,
          1.7060826251747483,
          2.15791423658263,
          2.064992811107709,
          2.2479826292011618,
          2.952282049580704,
          3.3277415286430463,
          0.5687331533026736,
          1.9911505111066878,
          2.5605276403481456,
          2.2987970809862954,
          2.2497465609052676,
          2.4112020728699264,
          1.6382852983172274,
          1.474226219261381,
          2.584527139155115,
          0.8479502586843742,
          2.516636088487634,
          2.289746081479984,
          2.634719263144493,
          2.6220100917841824,
          2.1922705769124486,
          2.3114227807647754,
          1.5305287666028877,
          2.050786480696436,
          0.6947555800992832,
          1.7069770798032793,
          1.5441481258858807,
          1.0208193561304142,
          2.409086222509891,
          2.7394586641148937,
          3.29208724978887,
          2.018167096002655,
          3.046525406195747,
          3.1386165480444217,
          2.6466785982003853,
          2.4484726689453127,
          2.1611666249611035,
          2.5399431222196824,
          2.2161777901021416,
          2.268485230488327,
          2.375333576065056,
          2.744583067380051,
          2.9612699372084004,
          2.6289168643140424,
          2.234157520994802,
          3.1384078159953863,
          3.3010293062322464,
          1.9060803105211623,
          2.9570491069330003,
          3.8497925516376186,
          3.7772308302518236,
          2.251140431757067,
          3.312165629338085,
          2.8700083732317556,
          2.6365861876573855,
          2.581162360516917,
          1.8556067804890954,
          2.955460013403002,
          2.2497244497074047,
          1.9200035016809156,
          3.4282355263032094,
          2.8651141556211943,
          1.8387421468308385,
          1.9501951061703229,
          3.5389800131215576,
          2.4640050787059073,
          3.7110274523939277,
          3.168642354338731,
          2.5020858544229023,
          2.736797036099124,
          2.597687479181443,
          1.9035807480679543,
          3.4788867333780966,
          2.258641944288701,
          3.370237288993868,
          3.1946825922825384,
          2.7279219168671935,
          3.093053526066996,
          3.0288506528375496,
          3.152160744239924,
          1.7807240281543195,
          1.649674768458549,
          2.2592771167117394,
          1.3465327532061235,
          3.0458263205855682,
          3.1888371075639896,
          2.235271497518474,
          1.684105029847033,
          2.335154375257997,
          2.106230130504984,
          1.9268389824846832,
          1.78985495433021,
          1.6663663981073584,
          1.2512744393246764,
          2.501073499330245,
          2.5666275655434436,
          1.408436824060599,
          2.2722421730190936,
          3.3265713068049023,
          1.9671258111674892,
          4.0023675651794814,
          2.8326579863782535,
          1.3567795866307213,
          2.3966626007872893,
          2.145470313533607,
          1.9960832744404269,
          2.205105325989875,
          1.1396132236151906,
          -2.744808889261722,
          -2.8504178009050394,
          -3.1675845661881525,
          -2.7642279305907427,
          -1.608724207420215,
          -1.630211911948373,
          -3.1613177211570545,
          -1.9757270862282716,
          -1.5905807361796276,
          -2.3323865118480485,
          -3.8034417400535285,
          -2.025502165227484,
          -2.348952346869013,
          -2.3420623168751153,
          -2.1647194802895013,
          -2.4583988585750527,
          -2.9926403063079943,
          -2.792508534563927,
          -2.6854695143339242,
          -2.8962219957681854,
          -2.104385183248248,
          -2.741654626635438,
          -1.279768804393123,
          -2.8624833902494573,
          -3.388276400691592,
          -3.060444343454292,
          -1.5537248484930894,
          -1.6488247360180563,
          -2.2604424256152056,
          -1.6768156079777763,
          -2.5630701355067957,
          -0.7448701235053361,
          -2.0207623647070587,
          -2.332400427955765,
          -1.1283583940500366,
          -1.1956983309655675,
          -1.9886270197938531,
          -2.8752967909958977,
          -2.8110133088092555,
          -3.0193902309120073,
          -1.4989193709704027,
          -2.314533755556413,
          -1.5716755660258606,
          -4.157311134105332,
          -2.228903418264708,
          -1.4113040342453864,
          -1.8559501414380661,
          -1.1133847112753885,
          -1.9192090964036241,
          -1.6568654669309166,
          -2.036969475694823,
          -1.8685154836901976,
          -1.634403800174995,
          -1.8022860734370125,
          -2.774010605393269,
          -1.2515974998753172,
          -1.7073821736825006,
          -1.143847610079338,
          -0.7108046946839276,
          -2.6263858262437827,
          -2.072277046928844,
          -2.0870321841927417,
          -2.1888872161594604,
          -1.5933258457284423,
          -2.1824462410923164,
          -2.083541370451556,
          -1.4760368142286644,
          -1.697246691961023,
          -2.0508987200829942,
          -2.2838387032240983,
          -2.719815196383374,
          -1.920906467675472,
          -2.314171730263905,
          -1.6308430692412414,
          -2.2409277962417318,
          -2.151304259637826,
          -3.5545278713644834,
          -2.4106668824132886,
          -1.7058393137226535,
          -1.2540607795593455,
          -1.6079497603335386,
          -0.8218042753322141,
          -2.541581457895817,
          -1.478140733098963,
          -2.514097813185666,
          -1.5474636146398542,
          -0.9409726534993297,
          -2.2366663766943704,
          -2.354104138675226,
          -1.5208211370170979,
          -1.4416070120312214,
          -1.472950487295274,
          -1.381587138295941,
          -2.2960954599186496,
          -2.4097536833331894,
          -2.3854039397882922,
          -3.177559601745866,
          -1.901721096833201,
          -3.1395640296930045,
          -1.660080477142514,
          -1.4553035206658358,
          -1.066843268301003,
          -3.0816722740276523,
          -1.7978169913153133,
          -1.8057255415388234,
          -1.7453106500644753,
          -1.9536913228781294,
          -1.620263116307539,
          -1.7301908452127062,
          -2.707100827634121,
          -1.515426219029658,
          -1.3974338776998847,
          -1.4184193508204899,
          -1.5264253206888212,
          -2.7367024173956596,
          -1.4082552132806092,
          -1.2751268611783573,
          -0.8782209201695219,
          -0.7706860540085484,
          -0.5845260617242167,
          -1.1964087920289408,
          -1.2664138530551718,
          -1.3261599880530766,
          -0.7407468742914058,
          -1.391692986664612,
          -2.2572610509678723,
          -2.113628099281397,
          -1.9467739299209657,
          -1.0914205196580313,
          -2.1130145417965647,
          -1.0952921179412918,
          -1.189097598207595,
          -1.470806228379549,
          -2.492366741109329,
          -1.8672373111694935,
          -0.9485463914841117,
          -1.5882799466182196,
          -1.996216475472307,
          -1.3743464991085546,
          -1.9413103555874296,
          -0.7909100039379855,
          -1.5672311641512513,
          -1.6956372831537059,
          -1.098532044203522,
          -1.5268367839903085,
          -1.1067745942416873,
          -1.9789323217495018,
          -1.683651384564589,
          -1.4782844227610556,
          -1.1413964964252588,
          -1.85777310316054,
          -1.96579884067721,
          -1.5366250033939617,
          -2.31733837415461,
          -1.9368112557544808,
          -2.684957018277705,
          -1.54355366735786,
          -2.3050564244836202,
          -1.7555327932647087,
          -3.026099471399138,
          -1.5839051397259614,
          -1.5368080682847816,
          -1.1659278549248304,
          -1.5249053324851911,
          -1.2885885590839474,
          -0.7757556511224695,
          -1.422607319012039,
          -1.3445078301363296,
          -1.90836155638591,
          -1.849214452827113,
          -2.023508522436784,
          -0.6973277118111108,
          -3.0697271628652567,
          -1.323913947079985,
          -2.222990002849216,
          -1.6881973658802514,
          -1.2950897414369495,
          -0.5919512269220447,
          -1.6010933650586905,
          -1.322675112452143,
          -1.704820656889305,
          -2.4167957401594626,
          -0.5326286083771823,
          -2.6671521263393183,
          -2.0460772519210435,
          -2.451049863516187,
          -1.018580004703965,
          -2.162892057423298,
          -0.830155826077841,
          -0.9502226571809034,
          -1.3770262699151086,
          -1.2827668963493537,
          -1.677874559715376,
          -1.1448285034068104,
          -2.0030594122236027,
          -1.814212105796955,
          -0.9741431318962522,
          -1.6712933172383078,
          -3.179859876464602,
          -1.2096375192384272,
          -2.544487969932809,
          -1.3780300010680744,
          -3.309094701916373,
          -1.4179462897148305,
          -3.2388394712461337,
          -2.1020081686532888,
          -1.2771758672302707,
          -2.2601388505769613,
          -2.1508940999090673,
          -2.2577942551577053,
          -1.0254051900589283,
          -1.1880394183174163,
          -2.2680713970414366,
          -0.946491687400865,
          -1.3345163715297166,
          -2.539554572532256,
          -3.0247573298811816,
          -1.9186560938527006,
          -2.877210332945928,
          -1.2257309138480623,
          -1.854897165303904,
          -1.715126374154932,
          -1.574424267639163,
          -2.7658790173968324,
          -2.532543232867005,
          -1.9135662177704067,
          -3.1319736830488374,
          -2.199704330374529,
          -1.7526630290485437,
          -1.548732763967925,
          -2.47753333714055,
          -2.2941288360983396,
          -2.179342237836602,
          -2.350668277979125,
          -1.0895921727792373,
          -1.5178420601978933,
          -0.9284742864723401,
          -1.6142620525100266,
          -1.3127866011597658,
          -1.5530920689082561,
          -1.9834024767969896,
          -1.2349781296345828,
          -2.4948286574820635,
          -1.861087117793257,
          -2.894812162193478,
          -2.3370034489715246,
          -1.1487979330790685,
          -2.7201516135245525,
          -1.3064199465978437,
          -1.0758250601939565,
          -1.6306330088595984,
          -1.5906802787351226,
          -0.9913371674047794,
          -1.9181210958080979,
          -0.9101447124757622,
          -1.5583070067368239,
          -2.0335262062351487,
          -0.9219110923533246,
          -1.1580011659961564,
          -2.574092056280586,
          -1.9282033831167076,
          -2.0084688662964365,
          -1.9783124223149797,
          -1.148296236205174,
          -1.7961897682084327,
          -0.35478258882194846,
          -1.0550326081478683,
          -0.8188934454307171,
          -0.45088634490774887,
          -1.2387252719396913,
          -0.7331913585148483,
          -1.4538279410244566,
          -0.14971049134596875,
          -0.6813250594749928,
          -0.8658605270845898,
          -1.0568274295739932,
          0.020829239491212886,
          -0.3409551886163963,
          -0.2600308065590922,
          -2.189935111306638,
          -0.5435041560430345,
          -0.27552287819048976,
          -0.14589828210713807,
          -1.8168510229893344,
          -1.0144136583911068,
          -0.8940108943061552,
          -1.0249547471007154,
          -1.2376335649517152,
          -1.3061851010135235,
          -2.0288339434613736,
          -2.0260666217620167,
          -1.9781939821514787,
          -2.5931983878761566,
          -0.7086708907306922,
          -1.2898467709794261,
          -1.2116596045557133,
          -1.9672974112368655,
          -2.3589668333114253,
          -1.4274939917837932,
          -1.151366087855235,
          -2.0510350505159742,
          -1.5402242176987675,
          -1.9221502905096122,
          -1.5206401024882492,
          -1.094309601372735,
          -1.9484239982081764,
          -1.3449814968981797,
          -1.9169669227255504,
          -2.316006793980207,
          -1.5198348946893938,
          -2.4737478949975342,
          -2.156373043369425,
          -1.950572469195262,
          -0.3701778570388756,
          -1.1002072053071466,
          -2.191382472537568,
          -2.479937774664829,
          -1.067202795591217,
          -2.018826358260256,
          -1.0849998669050316,
          -1.9020154438926082,
          -1.3205848916014336,
          -0.9031965891603144,
          -2.1216092211702122,
          -1.5495441150762082,
          -1.1636600104997874,
          -2.0228590993778943,
          -1.58614927155506,
          -0.47524583105168344,
          -2.2250408676578073,
          -1.6917398658527727,
          -1.300682815806504,
          -2.064124530574072,
          -0.6031414859921916,
          -1.405614899575991,
          -2.0065413871241806,
          -1.5390203385295378,
          -1.6135245075693625,
          -2.329670691770742,
          -1.3777914979415387,
          -1.245264595435053,
          -1.2831478632714626,
          -1.3969523191807531,
          -0.816891385231179,
          -1.6638926083525716,
          -0.7078672568589777,
          -1.047233055362434,
          -0.8089926071702367,
          -0.9477891385526322,
          -2.1643121157199863,
          -0.9178000068254253,
          -1.9829467609799825,
          -2.126981454903769,
          -1.6511626245924282,
          -1.6684984429256084,
          -1.409423925677017,
          -1.877398118369831,
          -2.1933210053003656,
          -2.315143034792227,
          -0.9242502051517759,
          -2.162773744071873,
          -1.326542099667482,
          -2.2083987541774834,
          -1.2049618608611152,
          -2.148756335435996,
          -1.9235950189453643,
          -1.4127262727368657,
          -1.3460626856132911,
          -1.455722035090661,
          -1.4948362736995184,
          -1.4518252798959899,
          -2.3649862273619497,
          -2.3703637945747325,
          -1.4352860324698358,
          -1.4664867890550404,
          -1.1638571695445195,
          -1.1237615583017029,
          -0.408477106413586,
          -1.4662325803391354,
          -1.9638531701489546,
          -1.0598215099267914,
          -1.3848207567437802,
          -1.9509821458481047,
          -2.161888156575188,
          -0.9862247311551167,
          -1.128789437493523,
          -0.8663460721050432,
          -0.17394503363405972,
          -1.0141946171105591,
          -1.6105243900234754,
          -0.21498923583106422,
          -0.739852280731454,
          -1.0340488368706862,
          -1.377942306929282,
          -1.1548210657114681,
          -0.5638938984849031,
          -0.5876375456377166,
          -1.4472616121971469,
          -0.2962126992931283,
          -0.6942858756505161,
          -0.25842286715737117,
          -0.1651224048959224,
          -0.7204786196504965,
          -0.802620137688249,
          0.3293592924196985,
          -0.1024303297301386,
          -0.15187713423370136,
          -0.05735145027363934,
          -0.20727567522016757,
          0.21615252230652818,
          0.2935584972468962,
          0.15580058015338186,
          0.8887936915593595,
          0.464297594226184,
          -0.3448065894090227,
          -0.08271203263834967,
          0.09101146146906822,
          -0.8835376215323106,
          -0.1681655790800118,
          -0.10186181531811946,
          0.16660709239836147,
          0.2257313161338508,
          0.39394950079295477,
          0.37747365442545144,
          0.026971989558970778,
          -1.407388233625282,
          -1.1376098288465033,
          -0.1597929827187901,
          -1.1151533471433914,
          -0.051903030292543145,
          0.5185061228826333,
          0.5361509866739332,
          1.0803171056865597,
          -0.06985380829756703,
          0.28539933658029026,
          -0.49686789509253754,
          0.4592094348455044,
          -0.14629498501839214,
          -0.5779419623384847,
          -0.609764980588087,
          -1.1989490155042541,
          -0.773917531071784,
          -2.193009249765427,
          -1.4979731650270225,
          -0.6145271004509117,
          0.08195421743866799,
          -0.6128507990873475,
          -1.284895201370509,
          0.7506851138925805,
          0.39501850573269737,
          0.2827478799496031,
          0.402108264441598,
          0.32747823506530166,
          0.5565683220576509,
          -0.03276623609284931,
          0.9432642289519193,
          -0.6395760841703886,
          0.5120792072169456,
          0.5013470823558879,
          0.9040596958363922,
          -0.35852757341204083,
          0.048246945793644226,
          -0.19826091422246095,
          0.9962232008125366,
          -0.23295231822826834,
          0.04068430523391699,
          0.022086740458108607,
          0.35574864639957116,
          -0.3193799530475923,
          0.5804620976512349,
          0.3648727696602725,
          0.27585880375713256,
          -0.0359321793183731,
          -0.7563663354864494,
          -0.4470971177777958,
          -0.30356095337450567,
          0.7241995761828445,
          -0.7889436406711808,
          0.6940210546580547,
          0.6131137366291475,
          -0.3871714355552703,
          -0.7479906161812863,
          -0.005441781576435104,
          -0.8026734960552299,
          -0.6131417563700962,
          1.320924866199276,
          -0.3340254999099258,
          -0.9897122902521028,
          -0.07185348822445123,
          -1.2746690234696296,
          1.6356159323185895,
          0.3359021391799616,
          0.7221397292647385,
          0.8847701134848033,
          1.002154208080292,
          0.4287678100626781,
          -0.0555846065451736,
          0.09872609340516991,
          1.3822465542217548,
          0.48434769941580197,
          0.80100952599731,
          1.6287602451838181,
          -0.6389898439881835,
          1.5588240458718692,
          0.7609468404838065,
          0.3297964992648913,
          0.166207679785108,
          0.07561506121086796,
          0.30049859998984396,
          -0.04553954138798964,
          0.2956251542835351,
          1.492138526202098,
          0.25597463021813577,
          -0.3075305670144287,
          -3.396509560360328,
          0.18320021879257184,
          -0.058732473390926215,
          0.4893222004166785,
          0.6870866464623402,
          0.5480153035380354,
          0.31542236801562523,
          0.2094607307527639,
          1.0002402415071372,
          -0.23801695143832297,
          0.12071582776736138,
          0.5278458250081807,
          0.3760654083036714,
          0.7156229468577207,
          0.4679240304213879,
          0.46319547807785305,
          0.4942270894889025,
          0.12580896720011114,
          0.03795835647131373,
          0.21659883175910283,
          0.4455045729414587,
          0.04079514669775484,
          -0.7334066060952675,
          -0.12597136298827633,
          0.2105343278724529,
          0.769280557083595,
          -0.24616657526471042,
          1.979410219262895,
          0.9665971541536782,
          0.22790173507407585,
          0.6552636013881108,
          1.5086373283738423,
          0.5705632105387489,
          1.0207563204668446,
          0.5038792142155251,
          1.128782320752378,
          0.8629602528085429,
          0.048097184580588974,
          0.6483981037265991,
          1.208271110313588,
          1.3971891106235417,
          0.25513841013917,
          2.1517834064035037,
          0.9839914042694393,
          1.071295314523515,
          -0.2306624684344793,
          0.48441328737241635,
          1.2563424393183997,
          1.5148563084782922,
          0.8990912794099976,
          0.2359009131121327,
          -0.13590807386901935,
          1.5345154615971226,
          -0.19634011478147798,
          1.4385196892778558,
          0.12457843238893171,
          0.5389096334463734,
          0.9449814676596927,
          0.29418140589187763,
          0.5112938280592473,
          1.4669188842917757,
          1.6406058497408522,
          0.41687766984373326,
          0.3829492452533543,
          0.10942688237203405,
          -0.020640121427492053,
          0.7464692159989991,
          -0.2869338091005056,
          0.4340075193922264,
          1.013091453719287,
          0.9598962242347047,
          -0.2982150725425727,
          -0.09675446625058039,
          0.2764289086286341,
          0.9995602974363473,
          0.924045337466249,
          0.24892721150741937,
          0.32050095849927945,
          0.7488419752696739,
          0.7550321083694586,
          0.5742626292892093,
          0.9283414042394205,
          0.21182368350498645,
          0.9116771391464406,
          1.3081117671923832,
          1.1653092718616096,
          1.9881798371346515,
          0.19013720644309448,
          2.060382172467903,
          1.8068567451042834,
          1.3838600630881706,
          1.2807091632762493,
          0.8283475177059115,
          1.2438292288034527,
          0.740958157173582,
          1.5131159245970578,
          1.555978208172777,
          0.21136878966534622,
          0.16557718697231397,
          0.3507596323503046,
          0.1908111648001743,
          0.583906499250819,
          1.747320807100975,
          -0.16922641638883754,
          1.4329280082735751,
          -0.22699213769068854,
          -0.12459663415304706,
          1.6196008867905436,
          0.2734742214458988,
          0.5478464748327159,
          1.576759880596417,
          0.10138365775523432,
          0.9240634856304442,
          2.1216586282808225,
          1.096639112059036,
          1.231002048751334,
          0.8776690571863408,
          -0.4889724386013416,
          1.362445696120069,
          0.7330939788196624,
          -0.054325561329666816,
          -0.10495238097918837,
          0.8333376847661942,
          0.8494970138680186,
          2.2599751608925205,
          2.1670880942926334,
          1.4570482392119781,
          2.304162489345482,
          0.9379520291697415,
          0.5543913037953891,
          1.1150395734800436,
          1.3417584142232621,
          0.17050647447019024,
          1.2308887259144494,
          1.7660242912739474,
          1.1346733841845156,
          1.4297277043552998,
          0.9305196521139725,
          0.5384941122879133,
          1.193729165474916,
          0.9620165330964272,
          1.4170777405606434,
          0.884482581914257,
          1.6583127302037506,
          1.4983251807848124,
          0.9820530199525251,
          2.2326397985115647,
          2.620881573661151,
          1.395249731300115,
          1.8191301256912042,
          1.962522169581334,
          1.0430198120076177,
          1.9354321447053748,
          2.2109562417348023,
          1.1844097343111473,
          2.059099082868019,
          2.1139867941731723,
          2.1405560256680682,
          0.7212769945123952,
          0.9932680640869168,
          2.4006101817397667,
          1.691316127965157,
          2.352494489421167,
          0.7987911023953639,
          1.2366780936160955,
          0.765205675918094,
          0.9545292991658947,
          2.8403581140904937,
          2.8912627388932615,
          1.8167487805637008,
          0.5968777167993571,
          1.022543801378973,
          0.6128951102451664,
          0.44941143820467566,
          1.087001643785738,
          1.3277326340028892,
          1.0860942077727145,
          1.4803144839667937,
          0.24001129614043487,
          -1.9365469456007034,
          0.2711185419969128,
          1.3574000313517685,
          0.6330278559971443,
          1.1973482809910394,
          1.710634199231721,
          1.861400823966014,
          0.6768941498633528,
          2.4430189177532498,
          1.4209647355861235,
          1.3337616976533486,
          0.9018324813134826,
          1.4445458497625754,
          2.225451644498952,
          -0.02417178806292972,
          0.14399750033883452,
          -0.15521769090958523,
          1.407680481937777,
          0.05608665327912668,
          1.6425260427166912,
          0.7233394558556779,
          1.175761002914266,
          0.9852049765121824,
          0.4880753289493568,
          0.7420231524193533,
          1.2825652893897992,
          0.4041109125303195,
          0.49046283641922994,
          1.2890635441581775,
          1.79063193320067,
          0.8852217460307554,
          0.9900578651237769,
          0.9410996636267287,
          1.1484866733071517,
          0.9372079641951453,
          0.06020475893009323,
          0.35668105080475393,
          2.1564665156439853,
          -0.3783197735791343,
          1.4484127713380979,
          0.7440686499367423,
          0.8253496669797461,
          1.0447504273284478,
          1.1150558679634697,
          1.190756763483763,
          0.7118023007937428,
          1.6505986718710406,
          1.474910769293327,
          2.0314669781222046,
          2.440292189705663,
          0.8720725066576219,
          2.1331373124394792,
          2.1457219520939192,
          1.1881447471852136,
          1.9467504262278035,
          1.3951375578116518,
          1.500523999873777,
          2.1708841246750823,
          0.7361577489728617,
          1.3156697867181038,
          0.1083590357713389,
          1.6975830236024554,
          1.2163146062081724,
          1.5078785061975817,
          0.6571623396775498,
          0.3380636912577835,
          1.1468502254085893,
          0.27556011720243506,
          1.2635556538690522,
          1.9739787244254146,
          0.918789419280628,
          0.8413374012984923,
          1.3928502835053405,
          1.6203151326234055,
          1.0739411543798887,
          0.37851222327684914,
          2.071218750439941,
          0.9639216206718921,
          0.5757690176542029,
          1.7781955296901293,
          0.7614160904416114,
          0.9771421166273632,
          0.6774339182526216,
          1.2606679193947774,
          1.4665002807205083,
          0.7582306357009824,
          2.108695761620894,
          1.93958093116455,
          1.601950115398803,
          0.7071360181445966,
          0.8618397673009826,
          1.8693362599833603,
          2.0081781328504626,
          -2.3329626659838247,
          0.5563191588127802,
          1.6227099354258088,
          1.3678133755115514,
          2.6667383737259294,
          1.660317729262074,
          2.28607758742052,
          2.255647373997039,
          2.6354488796074835,
          3.0117565218107134,
          1.0489411920793883,
          2.8409061384855323,
          2.488153571941381,
          2.524821970178876,
          2.1751466998752496,
          2.5103732176351636,
          2.8108891018238973,
          2.5565878110139226,
          2.287970275675694,
          2.8764666424452563,
          2.0743375828235293,
          2.5027109770196274,
          2.5040834196205877,
          1.2403753409014917,
          2.439928734473602,
          1.8558707122746845,
          2.997231537122554,
          2.1143659493619116,
          1.7030270800420657,
          2.438694440665311,
          2.510893682849443,
          2.0523737638751585,
          1.9014093870406192,
          2.6259505496058777,
          2.9281033190350536,
          1.2421767550201372,
          2.1500269056265484,
          1.489457936646529,
          2.6135690730506713,
          2.1189538046874934,
          2.4032219617330535,
          2.3648632716985527,
          2.3561087131321905,
          2.029203761733658,
          3.0950511638140514,
          1.5960605001846724,
          2.8014229165852376,
          1.7568237705218528,
          2.0153773167060596,
          3.3443103684556252,
          2.5367157404139316,
          2.9114474417563168,
          1.9905366598352505,
          2.9390139488537055,
          1.8490151739005143,
          2.663080615884875,
          3.0609969646093553,
          -1.9694903392800223,
          2.9285407370364966,
          2.838674295494182,
          3.1795210488656216,
          3.6942010342264817,
          3.205188100276378,
          2.440247547131842,
          3.5174976952398005,
          2.223604311052648,
          3.4008396662213536,
          2.46936556693778,
          2.4254705877377596,
          4.054624098004259,
          3.5129619895772173,
          3.516416712286425,
          3.7100724238298857,
          2.867707638891746,
          3.476799347526284,
          2.745699036664079,
          -2.904061170995206,
          1.6897054501933308,
          0.5006471047788797,
          2.2524215918809767,
          2.004712181198575,
          2.333431103470459,
          0.9860030176289489,
          0.8905628758910199,
          1.9842017278873634,
          1.5103926524602191,
          1.4596060486000852,
          1.5666614589416625,
          0.5809485098519754,
          2.3939108010346946,
          0.9320868517987978,
          2.002998287767442,
          2.831993932522811,
          1.8473174415907496,
          1.8508160505087345,
          2.308456585387161,
          1.7956368905708129,
          2.1058223122319477,
          1.8018321010762004,
          1.8024665532678608,
          1.6045209337913011,
          1.2521855087147302,
          1.0720810463640251,
          1.2307054819097167,
          2.4226959711669536,
          1.723232532239533,
          1.2532389740683434,
          2.4852986838904325,
          1.9422711259044094,
          2.0129297381360547,
          1.133463182929901,
          1.6711695850462922,
          1.9717733938105773,
          1.7792051953515207,
          1.839341425619167,
          1.0531772761861133,
          1.3939734167924767,
          2.0706792285173123,
          0.9718776862204899,
          1.6592820711652725,
          1.5381403342741773,
          2.147371657827901,
          1.5555546569897274,
          1.9938761162399443,
          1.1814429404013762,
          1.9061728153851338,
          2.394159133174938,
          0.8697682992257365,
          0.9932112068876693,
          1.9472493036246892,
          2.6930558607970223,
          1.4405050341098224,
          1.9122429993307986,
          1.994644037686794,
          1.6737914218767143,
          0.8755275062288718,
          1.2827457458314058,
          1.7366398515925103,
          2.0553479591588344,
          2.014451931895982,
          1.1462772198545388,
          0.39022067173760144,
          1.471201761591013,
          1.4826460053253379,
          0.5007729807682133,
          1.1435909880402235,
          0.2564918604597659,
          0.8790527261843363,
          1.717998033530522,
          2.1193471151113266,
          0.3816570906968026,
          0.4205962496784972,
          0.7802083090205724,
          1.2114175916867536,
          1.333528193085604,
          1.7369251196481401,
          1.5623027804974416,
          1.3295941729623442,
          2.065724791935873,
          2.6077180787181486,
          1.9008182896589532,
          2.9142220364086313,
          2.5771236529149366,
          2.1249499709997615,
          2.0515994954400014,
          1.8384105538977522,
          1.1278675301242587,
          1.9209398434340685,
          1.9472807851459035,
          1.5234082425674897,
          2.116916753086378,
          1.6911869838016134,
          1.617960498205114,
          2.1602927513118693,
          2.150587649519034,
          2.767451406799204,
          0.2627101229690465,
          1.5544222752539194,
          2.5061004833490435,
          2.7251378481534494,
          0.9619859308197772,
          2.927764710814415,
          2.199380867875283,
          1.5105254261497254,
          2.714274445926038,
          2.912040669887518,
          1.963041603316067,
          2.226221331838333,
          2.4112255361082147,
          2.8804076101089855,
          2.1834180701646213,
          3.2907933566975696,
          2.6909820610823796,
          2.5070836290881253,
          1.26918535650866,
          1.8143701845135074,
          3.1822809110404986,
          2.4923276155517877,
          1.8991314032619826,
          1.2297613847636155,
          1.7287440981031459,
          2.0427348181770975,
          2.4125387892359407,
          3.317268573075392,
          3.5823680622366814,
          3.3004302188709516,
          2.7271513578524735,
          2.869154332647844,
          2.819956501154769,
          2.3271401348288476,
          2.848470830443591,
          1.987646547422221,
          2.974277967446671,
          2.315196359849713,
          2.7920243064716317,
          3.0027289548453533,
          3.3005292617079807,
          3.4116101109947237,
          2.612648105530083,
          2.9134453348168283,
          3.248187147400859,
          3.2197915915594697,
          3.00825996511795,
          2.0233097423113415,
          2.9841818289401574,
          3.498737935631548,
          2.4012577315323624,
          2.8327966230842603,
          2.5262351543758563,
          3.296585236794537,
          3.0044739210925218,
          2.702093491809928,
          2.7608224161401997,
          3.0657334992027274,
          2.642425468582891,
          3.2914508753980685,
          2.576647889753542,
          2.408300991631077,
          2.82957178587902,
          1.7619553820085891,
          3.210382935377049,
          3.7071074264276103,
          2.14420085665027,
          3.243719193609819,
          3.1263798002010983,
          2.1844481085304186,
          1.870430632414769,
          2.536470166662609,
          1.6330282111186663,
          2.0785786712151544,
          2.2038923412207163,
          1.7215963511511425,
          2.957898659521596,
          2.2634014763464783,
          2.054312879763287,
          3.194128231176992,
          2.70029919663349,
          2.1722211036858163,
          2.9543320719023347,
          1.8773838505446425,
          2.9064155270717174,
          2.185008529569213,
          2.44108801469849,
          2.645988139262116,
          1.711780334169895,
          2.479813707199738,
          2.481028986478636,
          1.4569422079082475,
          -2.5173011546275177,
          -2.8567054720356047,
          -3.0665621257724984,
          -2.29805086919552,
          -2.4907897144347344,
          -2.8490950087523768,
          -2.4274452197893908,
          -1.8341534274695417,
          -2.0811925817311177,
          -3.2353062331523574,
          -2.045372936036414,
          -2.7627327862333724,
          -3.1477192236981106,
          -3.2378551234950987,
          -1.9760343617079839,
          -2.5141100769112894,
          -2.1955842142411166,
          -3.3369910138650725,
          -2.776206628853611,
          -1.886732778557536,
          -2.7765735809225753,
          -2.3515564412704237,
          -1.6086376756097056,
          -2.227185665785913,
          -3.333253163557133,
          -2.193561204961882,
          -1.9602518342314692,
          -2.167587567813984,
          -2.1794664933592554,
          -2.2935279925295764,
          -2.674351310076654,
          -1.7343267243220861,
          -2.5373872873082397,
          -1.1138097226818295,
          -1.8583867673077796,
          -3.8392048925394784,
          -1.5761608271847316,
          -1.8277286205113048,
          -2.1783557135394225,
          -2.687450652907855,
          -2.3526461651106643,
          -2.4148618225181275,
          -1.654295369402797,
          -1.991139226874679,
          -2.110750599222657,
          -1.4351075160577194,
          -1.9437050656261665,
          -1.6378260958252302,
          -2.3628545306780784,
          -1.9506183076451988,
          -2.0977073483776385,
          -2.0248985769518235,
          -1.0992351353208216,
          -1.6312299050430767,
          -1.6815896031180153,
          -1.8192427243823293,
          -1.0905160381763928,
          -1.1346066639112522,
          -2.325711018936822,
          -2.0090705575908268,
          -2.3354527311282567,
          -1.637923995664729,
          -1.1482060142265957,
          -1.2575695107211282,
          -1.6064120631787924,
          -2.071679312773549,
          -2.667072727270936,
          -2.1895072963932902,
          -1.5660505202838637,
          -2.6010705160642367,
          -2.244257382041074,
          -2.3610681839672703,
          -2.6283273116035306,
          -1.2838409638185153,
          -2.722922593866022,
          -2.7611424796489255,
          -3.2840995551686243,
          -1.2607096266571984,
          -2.3696313878227024,
          -0.7088160056081977,
          -1.6492924649299086,
          -3.2871450720847766,
          -1.6899943410847038,
          -2.404657237611867,
          -1.1661880455246225,
          -1.4746193907719,
          -1.945495030561364,
          -2.492483958530974,
          -2.2115297412973236,
          -0.2710337032671575,
          -1.9850642886699374,
          -1.9918289691597262,
          -2.239378401312379,
          -1.555518086296481,
          -2.2072248773888563,
          -2.6603722297872343,
          -2.889211315100687,
          -1.5230163612477958,
          -2.4655333118831426,
          -2.254305249914331,
          -0.8303233767184676,
          -2.03606349015172,
          -1.456415058811948,
          -1.017724388656119,
          -2.1195043536477423,
          -2.3024405953547165,
          -1.456073474387074,
          -1.3671047756960646,
          -2.2429977990981054,
          -1.7595715219938852,
          -2.8356513889969315,
          -1.2285852184872537,
          -1.4102995823848072,
          -1.4642802991218533,
          -1.0317204594892944,
          -2.054966135110975,
          -1.0930258922268896,
          -1.1962934574691095,
          -1.6296155842668631,
          -1.5946645489341462,
          -1.726375809367174,
          -1.2675904971376502,
          -1.9206573643081082,
          -0.8988891592997195,
          -0.9568707466460312,
          -2.60354304224729,
          -2.7591793220361622,
          -0.7658798498504757,
          -2.1375473479170317,
          -1.057064200235562,
          -1.6323528928821407,
          -0.6809404306878131,
          -1.2673651541182318,
          -1.399111828362093,
          -1.5123180388462225,
          -1.1876919654162958,
          -1.6759584604958133,
          -1.005683209369751,
          -1.961264257166946,
          -1.1258167680639464,
          -1.1465307167034062,
          -0.5880823010148828,
          -1.710797268262273,
          -0.767936605693912,
          -2.1984536596126376,
          -2.1845005966429802,
          -1.8356224489751853,
          -0.7867947165019304,
          -1.5145028390836202,
          -1.5848302125131974,
          -2.0794987859263583,
          -1.983273314237407,
          -1.7361579138595455,
          -1.889758598286692,
          -1.760756075368721,
          -2.477571874467559,
          -2.4115985408923915,
          -2.1045620536192455,
          -1.3096112245676328,
          -1.445359051485789,
          -1.7487786453732954,
          -2.312545286805002,
          -1.9833216983995154,
          -1.7427092900630152,
          -2.236842902037082,
          -2.3823583869655813,
          -1.1866835315709425,
          -1.112298978756046,
          -0.208564562820612,
          -3.0440406984403827,
          -1.4518390370236698,
          -2.90703494025642,
          -0.765684941724318,
          -1.8068109827375052,
          -2.0693462232176323,
          -1.9621074240545247,
          -1.4505722075699239,
          -0.7531636753563746,
          -1.2440265120149492,
          -1.248466576331036,
          -1.3038782034694851,
          -2.027225029753145,
          -1.5150003901060853,
          -1.1307962687154467,
          -1.7682991740798073,
          -2.1027228191812513,
          -3.598907656339958,
          -2.12781439801446,
          -1.464958949794401,
          -1.5621725305597607,
          -0.8782456392939427,
          -1.0411647213936677,
          -1.4945168052463687,
          -1.4360321833319651,
          -2.4419048286144895,
          -1.7876193391990332,
          -0.9425623284033234,
          -0.8491090407448018,
          -2.876545966981796,
          -2.8165960049638072,
          -1.6886025777398261,
          -2.9345025673884497,
          -2.195207903604498,
          -2.9940582411556713,
          -1.7124648912928162,
          -2.3161896804303908,
          -2.3527059555494376,
          -1.3355570332968014,
          -1.4983917518901095,
          -1.6524623299951897,
          -1.0429207664265039,
          -1.386125667362387,
          -1.9877874961963728,
          -0.9839895969216439,
          -3.154343065264615,
          -1.3753756713356056,
          -1.8294118345336314,
          -1.34891633173824,
          -1.7948555832497568,
          -2.163224275421303,
          -2.8012852312577334,
          -2.397831000461587,
          -2.0534326887193686,
          -1.594819995309897,
          -2.4970893347836074,
          -2.217857973887897,
          -2.6339625700019007,
          -2.3573706278298663,
          -2.0308096683132257,
          -1.8358983628697774,
          -1.4775151818192247,
          -2.5650453982779657,
          -2.8231548244272107,
          -2.1028635186743676,
          -1.4753668461009686,
          -2.021373915187199,
          -2.2517744427496984,
          -2.3128958162568454,
          -2.5804224053709004,
          -1.5698286438722393,
          -2.6888251501044964,
          -0.9787698776038181,
          -0.8174152945870714,
          -0.6887699160525401,
          -2.0955307381752624,
          -1.5485589316517014,
          -1.9714354125791707,
          -1.6702974618027409,
          -2.4301055839219066,
          -0.8709774959611614,
          -1.1297315893917614,
          -1.088565476154533,
          -0.8702821667174409,
          -2.083240873834319,
          -2.3837481969252603,
          -1.5617133056166494,
          -1.692865456598804,
          -2.275210015483673,
          -2.3692883230082113,
          -1.9067118878849771,
          -1.8294727136415332,
          -1.4642329063812647,
          -1.3223658734295587,
          -2.234616810348762,
          -1.597652955499856,
          -1.2949629733214383,
          -0.7433264397084178,
          -2.4691783261551445,
          -1.804418657397982,
          -1.3453300893358147,
          -0.9738527152187348,
          -0.5675423131393547,
          -0.35096430307179877,
          -2.605439800260248,
          0.3028729906175522,
          -0.9472115522228688,
          -0.5822630784750656,
          -1.0372322022275198,
          -0.9125752585886966,
          -1.2488928519262368,
          -1.3659660342851894,
          -1.5694500445769082,
          -1.6021458465034721,
          -0.29103883081385556,
          -0.6029241403441101,
          -0.4901206112387176,
          -2.584197656868342,
          -2.2664633782024914,
          -2.0836726299084956,
          -0.9989786133995122,
          -0.9854512644098099,
          -0.33563210815999334,
          -1.0102692816651555,
          -0.7402757768474063,
          -1.3104902533738134,
          -1.455436335455088,
          -1.6773149339044924,
          -0.2847335216097064,
          -1.1849632106121826,
          -1.3850281576597907,
          -2.335852904532987,
          -1.6296815723078564,
          -0.44019092294833306,
          -1.7958927510151328,
          -1.9138085039908856,
          -0.9152658664599093,
          -1.350248809288469,
          -2.210030310928641,
          -1.552283201695696,
          -1.105566083748011,
          -2.2913763624878967,
          -1.1524589150993112,
          -2.2990408669512776,
          -2.01851333827191,
          -2.335877563113627,
          -2.0095083654146646,
          -1.8474313645950733,
          -0.9766911553630141,
          -1.5230065922676594,
          -0.9981157848193873,
          -2.441538165522152,
          -1.7161592785600455,
          -1.733493148435376,
          -1.1829687723004891,
          -1.3049498417859657,
          -2.2465829745506367,
          -1.2972562992737906,
          -0.5778422798170469,
          -1.1412659130916945,
          -1.4988991484787797,
          -1.9663245747448022,
          -1.3461038175702802,
          -1.7938148618059861,
          -0.7441290389583488,
          -0.886890225232132,
          -0.7827109182001676,
          -1.4332933177345237,
          -0.7007815917518339,
          -0.8793977679606462,
          -2.0049984330205484,
          -0.7501384417646716,
          -1.0131859010679145,
          -0.7711732484224101,
          -2.2884091777055144,
          -2.4262114337743843,
          -2.518430613994151,
          -1.4632755125476538,
          -2.1639633737928854,
          -1.3102114826991609,
          -1.2467291760873835,
          -0.8584139284831946,
          -1.6807284725582312,
          -0.5221094899969261,
          -1.3208899490301418,
          -1.6069745894552496,
          -0.6465588919139998,
          -1.6949390324595006,
          -2.0186112138852845,
          -1.5044716436753756,
          -0.9554810485316239,
          -0.7568932078119532,
          -2.1462292803791496,
          -2.9949270518365485,
          -3.3780260544465794,
          -1.6481268786596737,
          -1.9916331529108737,
          -1.801303108909905,
          -1.8220292424943185,
          -1.4030956875249945,
          -1.762282514000811,
          -2.264260311920193,
          -2.029481920230682,
          -1.2988697405704623,
          -0.8695914349304913,
          -2.312615896382034,
          -1.2706791408758922,
          -1.1940856116234637,
          -1.2694647297647361,
          -2.5326841453778437,
          -0.8323556188583416,
          -1.8547424565362285,
          -0.8601652101306481,
          -0.9807727967218195,
          -1.0915198015825527,
          -1.1095495893882938,
          -1.5305722152085184,
          -1.06637093573397,
          -0.9657485702035664,
          -1.0620843613873485,
          -0.5066601464425775,
          -0.4971293366860186,
          -0.8261014449118066,
          -0.7013194826556304,
          -1.9212844570507461,
          -1.5499955551874458,
          -1.0142084927387012,
          -1.819975741954281,
          -1.132808964789931,
          -1.2423238508874204,
          -0.7929504229765664,
          -0.1840057760586669,
          -0.40686025068147286,
          0.20820974683751955,
          -0.5721953178756817,
          -0.7121796220851306,
          -0.3479065660000636,
          0.5941377735882202,
          -0.44246311649330594,
          -0.43811749840415415,
          0.2563425383654385,
          -0.40464050249829747,
          0.6794784386995133,
          -0.6617947845638792,
          -0.12593359417582448,
          -0.30743206057842626,
          0.3108979001783635,
          0.040466133341125955,
          0.4731249378889698,
          0.5168935770322626,
          -0.08132184258445624,
          0.9135019307552424,
          0.08303116597591619,
          -1.4395451544788553,
          -0.1808893328959319,
          0.19131677099504588,
          -0.6206505397569794,
          -0.049788028828993976,
          -0.8383156758610711,
          0.2918364281208039,
          0.035071928608375255,
          0.19618135468842013,
          -0.1269126339345559,
          -0.33885254323334785,
          -0.05704869033988448,
          -1.1698932330908345,
          -0.3715369290647861,
          -0.8250820492429113,
          -1.0838732903866464,
          -0.5008780588400226,
          -0.7676602954562701,
          -0.3613227966106796,
          -0.33532712964093586,
          0.8340504491778823,
          0.0013288203357688516,
          -0.12817459660143918,
          -0.69384053064466,
          0.13178159132911285,
          0.3800053338061679,
          0.8387783674780616,
          0.5728289839447482,
          -0.10157093914666046,
          0.3529719291624033,
          0.6578395023180732,
          -0.46635902643444727,
          1.3023061547508077,
          -0.24453886508987865,
          1.3091813682058648,
          1.3609369037767685,
          -0.17929735801202384,
          -0.34415471446863777,
          -0.45257275512405676,
          -0.10672221203428378,
          0.035033974896232646,
          0.3433940963707824,
          -0.7390062583240075,
          0.7205083034267548,
          0.8252914910576616,
          0.18944237034959657,
          -2.307907090024145,
          0.8969364107962468,
          -0.3008829197607359,
          -0.5209344018182731,
          0.3688386277460198,
          0.30585104643289107,
          0.5760585428936703,
          -2.534745902597537,
          -1.816607276006906,
          -0.9121316800450225,
          -0.4853151775208745,
          -2.2676957935043656,
          -0.32248351812519943,
          -2.9821719969115974,
          -0.4474213122088932,
          -1.3748636101772709,
          0.6159474860228626,
          1.2491389649161746,
          0.48086541003720956,
          -1.5558482833107585,
          0.9494740548810389,
          0.6185038127497428,
          0.7595772771862556,
          -0.8282272720218116,
          0.9177514042385667,
          0.5637347137444276,
          -0.26186838186204847,
          0.2018964103211234,
          0.17147840496135097,
          1.149118423113117,
          -2.36788241307804,
          0.19810037881212683,
          0.885024081872109,
          0.9211278737949676,
          0.4468974853472319,
          0.5162527260053874,
          0.01432365899642096,
          0.3523974392333649,
          1.1318085856883533,
          -0.03666105795358907,
          0.41677069523809207,
          0.6278108238833455,
          0.4612302695067214,
          -0.48656880978822,
          1.1065284657466339,
          0.5208051378896279,
          -0.42157854258282795,
          0.698828469612859,
          1.1800786765525553,
          0.36795794885844746,
          0.6530828952328829,
          0.0680507402680329,
          0.07593643726253664,
          0.07131346690817472,
          0.06053015813646496,
          -0.29540990872853234,
          0.3471129151461632,
          0.1973418295849639,
          -1.6247082238454387,
          -0.27212487745765096,
          0.13443505255477828,
          1.2909068346712724,
          -2.2426737866850357,
          0.7698671147517088,
          0.9382747441620017,
          1.402464861378113,
          0.5863514267585188,
          0.47729325776287757,
          0.2513854194401507,
          -0.3761282004168857,
          0.9446407659600259,
          0.7291695342273544,
          0.77901216664981,
          0.3372456168098487,
          1.2888657885805916,
          1.1073550532147263,
          0.734370875161891,
          0.8029415341973591,
          1.0738860683293139,
          1.8215389547286884,
          0.7658571102882411,
          0.5334492040548436,
          1.5433333647885719,
          1.4857751137376476,
          1.5120540135066636,
          1.0321298520962932,
          0.44624613311941463,
          0.5554031371501235,
          0.9925245301412269,
          1.1998976658035474,
          1.5021192387393936,
          1.5939383578629107,
          0.23305274151630095,
          0.5366382231316781,
          0.5566669219190391,
          0.9564210102191895,
          0.41692171889378227,
          0.4281942842102898,
          0.9119003255310287,
          0.4666021055243828,
          0.780639716896055,
          0.8322042493423631,
          0.6892762852839621,
          0.836059118453394,
          0.7035304410836274,
          1.6927434763407962,
          0.4119473206175391,
          0.7229581184889201,
          0.06390261598088492,
          -0.5895557908039556,
          1.0440538492844738,
          1.9051523750381116,
          1.2205711382712867,
          0.3781335971195655,
          0.3666680031046258,
          0.25939624945123746,
          0.7449022717471148,
          1.7590600778484948,
          0.9965181316344841,
          1.4568130205119603,
          2.0266417577017983,
          2.154752302693262,
          0.7883989822049073,
          1.5933173923935997,
          0.9519165923051917,
          1.6417440831369385,
          1.0963475067362032,
          0.7702599726943904,
          1.411374889276216,
          0.21404378527505344,
          0.3716529861295007,
          0.19092389532367302,
          0.9609311759382687,
          -0.2480249663821393,
          1.6038611299662229,
          -0.9744487019060656,
          1.3429165726345202,
          1.5306673683207161,
          1.1617798038104665,
          0.3832399971978166,
          1.3139497486697371,
          -0.08409228904213326,
          1.6763350262138368,
          0.07315329382132332,
          1.1351391905678707,
          1.769133505561434,
          1.4396410537547186,
          1.3724767837842669,
          1.818606581149035,
          1.0987056294279454,
          0.8238048095599444,
          2.270224183504258,
          1.1809087740608477,
          0.7600480535891073,
          0.45096754164742026,
          2.0895355386581174,
          1.276688380446409,
          0.8537502248755162,
          0.9252209604215424,
          1.4356064012693308,
          0.9719472109081664,
          0.9733232291627663,
          0.24785271765651284,
          1.1923760401037644,
          0.3261464264340532,
          1.9485415604959384,
          0.9287156389575346,
          1.1479283464522085,
          0.5184157931204749,
          1.6066448112524772,
          0.17473655716644032,
          0.871668857520737,
          1.8582316849791756,
          1.234474981385303,
          0.2784532758475054,
          0.5730470244858142,
          1.3960871010770959,
          1.0367217866722949,
          0.8916769391334257,
          1.0839464982167173,
          2.477712702404589,
          1.6878568346256684,
          2.624878471702648,
          1.7515119879923509,
          1.9309139208821795,
          1.9796416327624666,
          1.7364806176968053,
          1.5479605950359727,
          2.721075924418123,
          1.319036927025977,
          1.2309814614872527,
          1.149448151077728,
          1.7336153204358495,
          2.0015921021856578,
          2.4558615606254217,
          1.404383924943311,
          1.8633177361241193,
          2.1678212704941724,
          1.1045193892423217,
          2.051607116564247,
          1.4415039197859096,
          1.9326602925744747,
          1.325274418106468,
          2.5985796375312584,
          1.2758601422094378,
          1.9634996640228841,
          0.9536149268648891,
          1.0688186050332793,
          0.02550452114872941,
          1.4030201620372755,
          1.0368044629365463,
          0.491012272764953,
          1.9307947938689833,
          1.5859637558829986,
          1.6165644009260116,
          0.8298170713118304,
          1.738350546672555,
          1.6120664357826264,
          1.1622326768490316,
          0.9429373887585298,
          2.1407688125188584,
          1.36822129106175,
          0.7967591975082712,
          0.6197847968778565,
          0.9810739104777831,
          0.45720349647637326,
          0.7006335188899557,
          0.7070477753511815,
          0.5217259519240445,
          -0.3001458479689215,
          0.7308413743128385,
          0.07996505901870037,
          0.4784922903989657,
          0.4919326025581424,
          0.7930282228261125,
          1.1980159006128213,
          0.9041879666109996,
          0.7425179416722102,
          1.5748010048421144,
          0.8889207267989956,
          1.546995019116784,
          0.5938114712686838,
          0.843164014942338,
          1.1502941810621008,
          0.7321637024613314,
          0.5092072053779795,
          -0.31922568207140845,
          1.0185598434871794,
          0.801384445531573,
          0.9025390125793925,
          1.5045860847330441,
          2.2330709916370948,
          2.145024981061341,
          2.265459974083126,
          1.874425033294739,
          1.940356323209864,
          2.0615564773399027,
          1.1298875554221501,
          1.4963858980787639,
          1.3092085885270002,
          2.0654543760936086,
          0.9234455440826169,
          1.5474014940909933,
          1.0795320032456888,
          1.5554963009143274,
          1.4324292171772581,
          1.4925202991527138,
          1.1494509512018207,
          1.664738027139744,
          2.004537576547281,
          1.9833432768343868,
          1.706457707618287,
          1.7954988305434492,
          1.2697675654849356,
          0.4710792962227111,
          1.1597970741456574,
          1.1256944875143806,
          0.24578342302313824,
          1.92450713837324,
          1.1844600772237122,
          1.7447460589571322,
          2.102072041949853,
          0.8164524691286504,
          0.8241787275211132,
          1.3913088088321781,
          1.1101565980230255,
          2.154874335247153,
          1.7243632976102685,
          1.374387277195433,
          0.4757125842526609,
          0.8611930035975861,
          1.3428884952080231,
          1.0613066702895364,
          1.0246151579074403,
          1.669542049483259,
          1.8932638712744785,
          1.445002570148027,
          0.19983812014774222,
          0.9221074287609926,
          1.3955029114221453,
          1.5074667831850057,
          -2.939049840195682,
          1.6443090775581481,
          0.6871049102199436,
          0.8539889842883331,
          2.4999647642978484,
          2.6473170907983907,
          2.51886552988793,
          2.0914197927464455,
          2.9218567981274584,
          2.043496982552481,
          3.3017119007508016,
          1.6091714013114766,
          2.2656010926380943,
          1.7987204184557715,
          2.0850542792855062,
          2.650389777189098,
          2.8303428665609296,
          1.5388174988893983,
          2.0851717061344854,
          2.1401026038308077,
          1.8892253264326435,
          1.4678820484553146,
          2.3654095679195564,
          1.8135443472525972,
          1.7446882432882682,
          2.9476952840574326,
          2.0139600202166235,
          2.3111944450330695,
          1.9263253753413805,
          1.9952250293046516,
          2.7743412375232164,
          2.531897880170303,
          2.43653346162829,
          2.5306146500051914,
          2.034520191672968,
          1.5629442616515288,
          2.00644102009525,
          2.2396860504099187,
          3.390276565312491,
          2.1201497435866763,
          2.296720920566516,
          2.35703707063057,
          2.7772208049424596,
          2.362849751315951,
          3.3644054885670314,
          3.825256378591101,
          2.8356120912184757,
          2.9297415805396403,
          3.0589302630523574,
          -1.5716167219001356,
          2.0044054477880353,
          3.3861077293585504,
          2.71238046554957,
          2.7647136916955337,
          2.1938586145019188,
          2.9793027564142798,
          2.971419227573328,
          3.13632305806898,
          2.5962950884921567,
          2.516428581234744,
          3.48224063446157,
          4.481180167651242,
          3.2143390497299986,
          3.7460747878208815,
          3.401229742819205,
          2.9316606251353794,
          2.8823759463304013,
          1.9259636110070373,
          3.1043403129126856,
          2.8746253499181242,
          3.542292621809498,
          2.121397054003842,
          2.8027887610494506,
          2.043592740789589,
          1.7439061795715636,
          2.598980744372565,
          1.2474168624414663,
          1.3239727025843515,
          2.0772734764542635,
          0.42814300699838176,
          0.49355153561805765,
          1.479131640581888,
          1.7372300831868235,
          2.137090804256809,
          2.3431379353056125,
          2.6633668299857605,
          1.1358122194684799,
          2.4344723509805926,
          2.4965318287973783,
          1.9742954672080009,
          2.194931749777253,
          1.7045547131192191,
          2.3690553016992855,
          1.9386267738654506,
          1.2829754207517283,
          1.5132824702898784,
          1.8759595562779223,
          2.47123017297906,
          1.5467654959215886,
          1.3702094423039286,
          1.2824240537415488,
          2.391850366747201,
          0.9497198669072037,
          1.2131831563245925,
          1.8701574286778222,
          1.7166078504567497,
          2.1632452693496385,
          1.5244453733535865,
          2.2515219741612613,
          1.8490963017428674,
          0.48230505805802887,
          2.294930120151654,
          2.4689849813519165,
          2.7006277191643515,
          1.6894643039758988,
          1.3645699496547097,
          2.1602291342798607,
          1.824996992794272,
          0.14284378000934725,
          1.3974694587764707,
          1.0821146040569352,
          1.4470032940253943,
          2.0364499898383928,
          1.5156450970898376,
          1.9598141745393647,
          1.5275883648864164,
          2.0840063029433584,
          2.403165323364565,
          0.851162585528016,
          1.9515478800353692,
          1.4551086109800255,
          1.7800357868312482,
          2.000746162740698,
          2.549733733871996,
          2.03909432371403,
          2.2334706977878094,
          0.7126584695545874,
          1.2916665102409115,
          1.913384491727556,
          1.993991442334101,
          1.689449583650329,
          0.29840530268635057,
          0.946329875414672,
          0.04328764791763091,
          1.357647729709,
          1.1558528405009578,
          1.788248997649066,
          1.2289364955285196,
          1.7509696771459025,
          1.5176825240449656,
          0.30775423106137795,
          1.0403868716433042,
          1.5188971087034082,
          0.7984114994571807,
          0.9667890744541722,
          1.1182095302168702,
          1.698279596752149,
          2.4416798030182747,
          1.104396384840623,
          2.073916351261517,
          2.6435302383939967,
          1.7129017226789196,
          2.1719647843564656,
          2.317636908753214,
          1.9758451588542747,
          1.387635225705926,
          1.3812525984711288,
          2.149032633682912,
          2.785860330475329,
          2.226715214462293,
          1.5192251837553719,
          2.76561790042657,
          2.406891977892076,
          2.600602421246256,
          2.1516441958757544,
          1.6512322476227472,
          1.7506230658499675,
          1.3191319351675963,
          2.327360710725492,
          1.4219772257406225,
          2.7729329755653214,
          2.5825599605367016,
          2.229629760305061,
          1.205152695617091,
          1.9624250779518,
          1.517275376909729,
          1.9971964496237937,
          1.8542278266645378,
          2.1397945172426946,
          1.7105283294376654,
          1.936873273349048,
          2.040042291133379,
          2.5250631497758063,
          2.4494704505391023,
          3.259543723506716,
          2.5949296272765423,
          1.5950343809328857,
          2.3875395062165383,
          1.681234472361544,
          1.6472159673222533,
          2.0328215832702274,
          2.0881630929518087,
          2.0976500772083817,
          3.2497794491078387,
          2.760294190748943,
          2.725198805144213,
          2.5873184648008496,
          2.6367598637615055,
          2.0767667380503987,
          1.6145900949854464,
          3.0460644094235554,
          2.825700523236479,
          3.110723866509839,
          2.5019099288301385,
          2.2037783059648985,
          2.3179605269772474,
          3.094748685879692,
          3.387745162516975,
          2.2385659477199247,
          -3.1563998870237993,
          3.296425823656976,
          2.9419448886397377,
          3.374768215876926,
          2.9805414151195517,
          2.5269158556733813,
          2.646703629397413,
          2.8337722077195595,
          2.649354594309097,
          2.229505241657914,
          2.6621260788226357,
          1.7993222155833464,
          1.8587915099295282,
          3.91482588941799,
          2.8277726634263995,
          1.9393406973550182,
          3.300253612317908,
          2.6886661047345446,
          3.0611723121582552,
          2.513167324384656,
          3.768849844123264,
          2.1179268075492343,
          1.597721485090506,
          3.3559916014140065,
          2.425928681490677,
          2.6250884594683455,
          1.9999555514204823,
          2.0308055732870733,
          2.541278188876728,
          2.1514271981968767,
          3.1022920736334174,
          2.60373080500329,
          -1.9665509829583814,
          2.9149293269545686,
          2.2320987336014526,
          1.3079653013809402,
          1.2288355319970266,
          1.2702390181038594,
          1.632256140984048,
          1.5401662801411777,
          2.5382693551478894,
          2.6861232626673766,
          1.9653359432524553,
          3.658698765495223,
          2.7909001054312235,
          1.8708244405582348,
          1.762053631709698,
          1.7131172926748182,
          -2.2242541479241287,
          -2.9494838121881033,
          -2.7644558348733916,
          -3.4723726190998794,
          -1.9582172035718879,
          -2.834276894098016,
          -1.8999665182953802,
          -1.9754870401028206,
          -2.9000445780353874,
          -2.110652518421853,
          -2.511699333704359,
          -2.1679089937489153,
          -2.496790812606539,
          -3.1664005391062213,
          -2.4815056446810497,
          -2.861178829191747,
          -2.923076917839844,
          -2.5509721475111347,
          -1.9833111103544387,
          -1.756062346875396,
          -2.2951060591821912,
          -1.9749674511304625,
          -2.996010777367328,
          -3.15323983496121,
          -3.07096385499351,
          -3.7241525533011286,
          -2.502329720226126,
          -2.1930749616275187,
          -2.6837463695396235,
          -1.6481018694878342,
          -2.404510120480642,
          -3.058060014953938,
          -2.7246386564724374,
          -2.330572484940172,
          -2.591025860045746,
          -1.6684168459393593,
          -2.1273865685171147,
          -2.277406320710853,
          -1.8024376344436819,
          -1.0078341182064843,
          -2.6818105072695455,
          -1.844822103393806,
          -1.7705327549268317,
          -2.2820035925669977,
          -1.9160901027937358,
          -1.954263386154607,
          -1.4443692541340931,
          -2.1624612895391513,
          -1.9299406780258996,
          -1.458412837068502,
          -1.7252744006900844,
          -1.341674911669091,
          -2.0398106563745,
          -3.031834223402337,
          -3.4630090860033285,
          -1.55543428074662,
          -2.2519300370017445,
          -0.7680019733166366,
          -1.3060245334496798,
          -0.6411785707545403,
          -1.33648509235129,
          -2.616333315562774,
          -0.8276021096411298,
          -1.2020323095215233,
          -1.4916048957173418,
          -2.3363108883828496,
          -2.7511517559396506,
          -1.1423897443600501,
          -1.4004249943414797,
          -1.5692473923545909,
          -2.318087924582693,
          -2.133313032046068,
          -2.0704407123447903,
          -1.607848202510501,
          -1.8517810389676919,
          -1.9292249386122036,
          -1.1113255018263053,
          -1.7074108902814773,
          -2.9603766745166893,
          -2.6261472649841835,
          -2.398951764777992,
          -2.6306332619146384,
          -2.7207937636989254,
          -1.6957195452108016,
          -1.8379781027041964,
          -2.9283449003749173,
          -2.1780906879447994,
          -1.7525734091957585,
          -2.231855005480034,
          -1.4465598061198905,
          -2.444322097935452,
          -1.7092114382967354,
          -2.1253123044214433,
          -0.7868458697444797,
          -2.130658004203014,
          -2.0563743280479883,
          -1.7924657358598606,
          -1.9960882818575298,
          -2.2837662782635486,
          -1.29912082812007,
          -1.75858065825605,
          -0.7207106326296059,
          -0.9469675390210961,
          -1.8780179476835013,
          -1.8779282265356019,
          -2.1279634475328915,
          -2.2023668993132435,
          -3.53099275835569,
          -2.575108405619461,
          -2.405466454684668,
          -2.0774459688075293,
          -1.914767881661569,
          -2.061191515664577,
          -2.5356257705890553,
          -1.6593054227558084,
          -1.3999917763226863,
          -1.8830362696257021,
          -0.8693636600599285,
          -1.612102448170574,
          -1.7226301268309672,
          -1.0680580915989117,
          -1.9578378646303176,
          -1.7330312924237867,
          -1.9160313571040235,
          -2.078180498450061,
          -1.6662669010324187,
          -1.8255636732242604,
          -1.541769055660045,
          -0.6556212458926803,
          -1.1732817657253243,
          -1.7323661294703783,
          -1.0486167953812209,
          -0.7801591599738509,
          -1.8294974294878696,
          -0.9260829136786074,
          -2.0151250713221365,
          -2.171332565313709,
          -0.658557979467299,
          -1.6233255473694879,
          -2.861758480884091,
          -1.0673335334228102,
          -1.4148413284096422,
          -0.6890288601755317,
          -0.6157162757194397,
          -1.1252012625327534,
          -0.7089687276472363,
          -1.752115960072804,
          -2.0391578265737302,
          -2.1036929327799285,
          -2.36438962087931,
          -1.2520369576812929,
          -1.866280237512861,
          -1.6957754965738614,
          -0.9857789181704163,
          -1.583638002100577,
          -0.9914341521658863,
          -2.05065725151505,
          -1.2019993582639357,
          -1.5703421655936969,
          -2.256443709870451,
          -2.426359573536962,
          -2.367182386602572,
          -1.8792670616507405,
          -1.4720830365435467,
          -2.6114234664422464,
          -1.9709147652570433,
          -1.7607468318705364,
          -1.6227072822906974,
          -1.155294743384755,
          -2.342726595208084,
          -1.5274504309427437,
          -1.267437401095243,
          -1.5887797838996558,
          -1.8223013171799112,
          -0.6310826023334423,
          -3.1688872084585054,
          -2.4608122722630914,
          -1.321449406540017,
          -3.479079534688496,
          -1.7593810177292466,
          -1.7876698680182874,
          -2.0297622581058867,
          -1.5693712155569537,
          -0.8182964618038386,
          -1.1850368211079423,
          -1.554710263795115,
          -1.8973956299072952,
          -1.2035422636893423,
          -1.1513545102645286,
          -1.1210994124724407,
          -2.511927193448504,
          -1.9896281311270554,
          -1.1595146270392074,
          -1.8633191214650238,
          -0.9899017906308498,
          -1.0854503099909127,
          -3.1083591640146815,
          -1.3772060479578263,
          -2.1976470559435715,
          -2.5385688692772734,
          -2.1794283199899636,
          -1.8296211681388788,
          -1.7223683480129528,
          -1.954389734746703,
          -1.4469761297093218,
          -1.2472243077911598,
          -1.326627422463648,
          -2.3510599622260817,
          -2.100588107526566,
          -2.262088110554297,
          -2.5760460615646528,
          -2.29752997073749,
          -1.4004320468864477,
          -2.0692952491831265,
          -2.2171121128676274,
          -1.5659236457478931,
          -2.228569892599353,
          -2.1065339725700714,
          -1.7147825528680736,
          -1.265704616085774,
          -1.5546856510716696,
          -1.2410546403926097,
          -1.8806968774174408,
          -0.8385305362003915,
          -2.2020064092025606,
          -1.526356675575726,
          -2.3325588472134418,
          -1.4263818058431408,
          -2.195655359530934,
          -0.9809202927676367,
          -2.078974084738003,
          -1.7117428517083249,
          -2.703987367197374,
          -1.6377555057272084,
          -1.490432546698682,
          -2.5456484126668886,
          -1.5796464181015424,
          -1.969488197130219,
          -1.545529835325639,
          -2.0957236410228486,
          -1.8135065755785509,
          -1.6338595503858906,
          -3.0231903465110634,
          -1.2753002006930534,
          -1.9939517575760042,
          -2.166052020248118,
          -2.383865254244484,
          -2.795151794905798,
          -1.7509858895491321,
          -1.6904890360534703,
          -2.6789122570051425,
          -1.1807501626230876,
          -1.482640365677071,
          -1.514765730382233,
          -2.550931504644465,
          -2.501146735730908,
          -0.608948287919395,
          -1.319939883827112,
          -2.29647855051032,
          -0.973261410357103,
          -1.160787207115831,
          -1.0605211113820547,
          -0.707155855644934,
          -1.7378377556600129,
          -1.854018761422841,
          -1.8505282837406707,
          -1.5722172355751705,
          -1.2670914799125361,
          -0.7552136461124843,
          -1.4618011288234256,
          -1.0873239617856172,
          -2.4217170802209904,
          -1.6629775081771863,
          -1.1911931040327106,
          -0.6698402137401892,
          -1.1382724081910645,
          -1.0870075941382122,
          -1.4152020749405205,
          -0.7719241742192618,
          -0.6442441698927528
         ]
        }
       ],
       "layout": {
        "legend": {
         "tracegroupgap": 0
        },
        "margin": {
         "t": 60
        },
        "scene": {
         "domain": {
          "x": [
           0,
           1
          ],
          "y": [
           0,
           1
          ]
         },
         "xaxis": {
          "title": {
           "text": "0"
          }
         },
         "yaxis": {
          "title": {
           "text": "1"
          }
         },
         "zaxis": {
          "title": {
           "text": "2"
          }
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"4a1a8b27-1c67-428d-afb2-203a083c9916\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"4a1a8b27-1c67-428d-afb2-203a083c9916\")) {                    Plotly.newPlot(                        \"4a1a8b27-1c67-428d-afb2-203a083c9916\",                        [{\"hovertemplate\":\"0=%{x}<br>1=%{y}<br>2=%{z}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"\",\"scene\":\"scene\",\"showlegend\":false,\"x\":[-2.5612793496315795,-1.1844339420945025,0.37282513658875044,1.1067644285476839,-0.8369492663328,-0.9164855936885664,-2.427742695832907,0.5735718085741011,-2.0086002643678027,-2.3803567158212644,-0.895290394383082,-1.9636843175081315,-1.616100139012471,-2.4175604240130677,-0.39129036560570696,-0.36450626153842103,-2.483609566359752,-1.6377510825551238,-1.720443025899019,-0.6322675732752702,0.7023741541806111,1.6805232166844561,-3.0717009882193365,-2.2531606847689774,-3.10249385098262,-3.9156613438419052,1.4670582469368558,-2.4083127223156997,-2.365623500343207,-3.2953006164571472,-0.669728031868499,-1.581259598658538,-0.8298527615252418,-1.3048785218374261,-2.364782630644391,2.8598308186482337,0.7276607078270879,1.939958385318737,2.832816178274729,0.25340909396295574,-1.4877738526365758,-4.317380097506958,-0.35771580967827893,-2.95374264007809,0.39546680800300477,-0.6449851896105641,-0.3882131112653521,1.5592542563807217,-0.8687229844549128,-2.230466982009221,1.6839058944819902,-1.0089100026729168,-0.5427254065150912,-3.074540258859952,-2.0484607440659155,-2.369241243957348,-2.573283669730575,-0.15554768955117781,-3.4439588107321977,-1.0708899561042664,-1.968040876745595,2.89749217004386,-0.6289893736023539,-0.6827441492649561,-1.7645223651287614,-0.10818093441706443,-1.128949601057217,-0.7148709211216908,-1.9062315497442262,-2.375651274547449,-2.503163620734101,-1.8066320213897036,0.43977770528368015,2.4614333543738196,0.7642147896291778,-1.2085677437963562,-1.7888384185983914,-0.9888504251782844,-0.07540174907272634,1.8747459770214994,-0.9487782045489761,-1.22747874248817,-1.633970246334869,-2.930665707284,-3.8817855093906477,-1.2328069959131178,-2.7638898934759433,0.47196556806007345,-0.9679980915006038,-1.3489745892509495,-1.941498064562677,-3.1483109951114385,-0.32929372051787636,-0.8879570622452858,-2.0681755890451927,-3.063308510726356,-3.84048062869144,-0.9948506241181495,-3.826305003220073,-1.3567232346845184,-2.846889957555653,-1.7340681934720346,-0.7302409515020519,-0.6030684372212057,-0.3587347307405184,-2.628149683657275,-0.8511852784911792,-2.511477920206903,-3.167873562731844,-3.1233231796454732,2.336561793132855,-1.327162194678704,0.08521786118964131,-0.37802084341439063,-0.28639772831774,-3.6221114001405352,-1.5015583935834738,-1.25256467452294,1.47310663641811,-3.9555828390989536,-0.8996548484164975,-2.2411680749907013,-1.9706839725603222,3.682114850836707,-1.677564837020079,-3.1742162990919733,-1.4278933880377842,-0.73387751229513,0.7324717148268164,-0.06037573330008289,-3.0572714955884233,1.9664972135786785,-0.09288529617926511,-1.5479486496085113,-1.6749729285551762,-1.2016777835187258,-2.0005812181402005,2.4559058619936662,-0.014131138113826566,-2.0228075216919246,-1.719240163901045,2.7548806731371998,4.380339956438211,-0.8788689324567532,2.0595735416806003,-1.0861956226065559,-2.9119729190896813,0.9814205610571309,1.2190751615714803,-3.992078942383862,-2.202045011529145,0.3285395975718146,-0.46249239655692786,-2.3172761241462276,0.6668316033229361,2.5482464990267477,-0.44239981277528617,-0.6662896505433163,-2.588100415121444,-0.02030712862319611,-1.1446627570442025,0.6082011949264065,0.44474029202010784,1.3019690619008302,-3.148700124104278,-2.9723585274130078,2.0453414889171984,0.14232948315884028,-1.685326930215935,-1.7802829800471331,-0.5343623218807894,-2.3582492161409636,-1.6746855004144838,-1.949162329206663,-2.7389840674675208,0.5723780865169507,-1.8611626974514828,-2.6921127832224605,2.085080438555092,-1.8249809748016301,-3.1989494141031996,-0.09966729678491475,-0.2276801404952177,2.194815242230913,-3.1039630568788823,-0.6820275091470408,-2.45466480482719,-1.294440245059517,0.21950828759061786,0.3951349427644441,-2.668429299766078,1.1183260588161046,-2.3439144897339763,-1.6843608267436438,-0.9711808696388613,-3.211385505037281,0.7226743938358587,-1.6718473590417875,-0.76660953636449,-4.557295957313945,-0.8827071788652117,-1.7644809606080154,0.5186890149909205,-0.6366390988581039,-1.6384064720009908,-2.585070818631055,-4.015973360765157,0.1431063818722132,-0.9176424584732958,1.2635682761167037,0.1437804871044918,0.07031216005211727,-3.406781587358673,-3.0839439597687277,-1.8392724820659891,-0.23243359102126768,1.4996074655901857,-2.395412046101046,-2.8574291926811712,-2.4734226995209667,-0.45829565205914513,1.9559254666972472,2.026202404281912,2.1606907628394185,-1.8561721369988076,-2.5237764002050898,-1.5080784711009843,2.179200148020377,-2.9609934840816483,-1.069891464025531,-1.4164281604298379,-3.521570826776787,1.5745567937108955,0.6114270247871891,-0.8375415048086332,-2.0842262484101375,-2.35821059674766,1.2938794370770978,-3.3519985608785507,1.0871012745915187,-2.806745348799966,-1.4552727640139416,-0.13505714080890988,-1.6825823732685676,-2.2684131423187894,0.8711208904325517,2.8898369645287274,0.8588333964388015,-1.0165301505722657,-0.5800015189595003,-1.2915617546124114,-2.822103306406274,-2.5242045095472556,1.5437633994292754,0.14816580083250436,0.717681264505081,-2.891292829307197,3.274641178247304,-3.1573197448586603,-1.9690553051327537,0.5429590418941214,-2.767869606515653,-0.9835689569806259,-0.9499791210154094,2.1818784445676678,-2.8451973753815745,-1.786551897866602,1.871196866010057,2.7256699483922975,0.2960654415396434,0.6814199236240377,-4.0635281451060274,-0.03903175352987245,-1.3854656389704276,0.19910483201636037,0.27667605606084694,2.878198092547045,-1.6786059517357468,2.510885153393537,3.193575575500561,-2.202719852196905,-0.33445612225032234,0.6751057553857888,-2.8570543549157468,-2.995136146454223,-1.713681321846467,-2.090992086586156,0.7753064318473357,-3.3300751128148325,-0.9166699765002958,-2.2526409475421603,-0.37349294914796366,0.7439830499281221,-0.46093670909278994,3.003069423504249,-0.1473792788896381,-2.0510016510773394,-3.454665755776364,-0.707964408535161,-2.035549634285155,-0.31385020355018733,-2.774532509264531,0.726562171468563,-1.9528346057540094,-1.2603346118372034,2.0870502933439004,2.3906158606626438,-0.8482471285107596,-1.3958727313349781,2.7696941567126587,-1.3543791299384513,-1.654580992018683,0.06833113418582995,-2.364357118839776,-2.2832428205619553,-0.8257941952161169,-3.3730956829984446,3.126844900544489,-3.1383720046992574,0.8314176786765082,0.663957346097366,-0.37248766133628725,-2.426007987235299,-1.3742176112057847,0.7186600657245619,2.482800252989863,-1.537543127531136,-3.1998543966645414,-1.2262357713379362,-0.6226196321370351,-2.287837203492536,-1.337901814643179,0.34014865542137357,-2.8074159598230635,2.184988842439553,-0.14923920290321901,-1.9973903121631438,1.5433093213738436,-1.5089512268428067,-2.969141283363591,-0.34421849154150486,-0.37044708288173567,-2.779057911944636,-0.035062894285771966,-1.1785527102092719,1.603706939462289,-0.1480368159276796,-3.253626086526584,0.5672342018836704,-2.9204087950274524,0.6818890757518578,-0.47709297468875533,-2.9855190152236832,-2.769580355757677,-2.9930769823921746,-0.78579603069325,-0.5820214031514631,-2.8398470760146814,-1.7678033566087654,-0.4481261476908346,-2.531788386163845,-2.034813708063021,-2.318542369329331,-0.8560855805544172,-2.7421233212248026,-2.2272206710214233,-2.02902019427587,0.5644170044654797,-1.5254458497306944,-2.998565242685934,0.16425016382902521,-0.43035501672094384,0.08104559609390163,-4.768543937405706,-1.2531503622687348,-3.6392433295278135,3.157239431660355,-1.5144085788668178,3.448438486152089,-0.656488966415168,1.525114881147945,-1.4973276063704573,2.1759008217222466,-2.740536031473101,-2.2150491732852045,-0.6748178446395685,-1.4759353215616184,-2.910504269841812,-0.6265018812782175,-2.3559487605239924,-1.6454165896475028,-1.7810490357383195,0.8455331207757685,-1.7644432941316335,-0.23835880701738393,0.13893963143814,-0.10364944813910898,0.32366150677393485,-1.0344100802496443,-1.1527288688771702,-3.264330704737728,-2.236042393519343,-0.7214585975551617,2.4003188154734434,3.8027718905614623,-0.24287451975137342,3.4615033877266796,-1.6684618021608189,-0.5738913248765213,-0.791829368251134,-1.945678826841391,0.8916709325530803,-0.34087303637239663,0.5845964756540699,2.8251302253270727,-0.728074828324473,-0.22035574249643378,0.24860555642612847,-0.14422803675167856,-3.6369221134707432,-2.2192505215272296,-1.380267785737017,-2.9452264073946144,-1.073798940205369,-3.6298672543324932,0.21576434469677955,2.3486767213187387,-0.7739526121541076,-1.9855392908816805,0.6853698631136805,-0.6178368554943243,-0.3407864899590885,-2.4519395392507755,1.4531690340504522,0.7192842835834713,-2.9287322676900804,-2.982017045816812,0.44416376100101346,-2.384017315574086,0.6437731889914181,2.7761412433467645,-3.2501378335820834,-1.3573121305968496,-0.5825694959925077,-1.6463291159635782,-2.110382453931765,-1.2910923509991614,-2.20010848631824,1.9088963732525954,1.75515793454892,-3.129444077053384,-0.32715320898114786,-2.196513531579584,1.0445341467799365,-2.020834711526505,1.7178344036369932,-0.17023825314585406,0.2725760762088462,-0.8493997407915024,-1.8700536189714616,-3.6398552213319215,-0.4356167197756706,0.6799523563300086,1.7996233747815173,-1.5488872713670692,1.1557582734221077,-1.1424940593904775,-2.6086776357502863,0.6867521928609376,3.143123458828779,-2.583885758722724,1.0909317160058254,-2.9730052060559666,-2.24821376138987,-2.7493243987261935,-2.8576362602247127,4.167877920623322,0.7727622404567808,-2.647678822990241,0.8668871773619609,0.9932886385533395,3.6526625785642457,3.824395607704466,4.753601518507875,3.1363387567072225,0.18274333964825354,-1.9188912044593638,0.8141982677346931,2.0947335748383815,5.238063239587627,-0.24072872906911977,0.7529548292119735,3.8712706061238302,-0.6740003679616208,-1.2889420344259328,0.5531194577127184,2.069800306606083,0.8542791918184797,1.875296625456184,0.9509888380374614,-0.8284036882630618,1.453591387576782,2.187528761255777,-1.9217381193839336,0.5356978718899675,0.013839831326757913,-0.742129359018944,-0.8455567831510407,-1.7872472667960206,2.8257109260434494,-0.8075331082093102,-0.9214793289218073,3.347804987066899,2.7691027433875184,-2.525594926857526,2.071246328962422,3.4526408305523963,0.5426248249687348,2.3693537556505784,0.27563611203304,0.3184153090520345,3.6585233093955742,1.9887054357619194,0.8598042661232206,5.565768255381903,3.983945554656578,-3.5082010882789962,2.8914624192487905,-0.2844291046747691,2.5123484557955527,2.8627700250827126,0.9898502146669905,-1.6385510506364658,-0.14963570573611074,5.590290887332078,2.3621069161219204,3.5755422675216333,3.0056312045308893,0.2597264741897323,3.1286271655027846,1.8980420490235936,2.9187318996964997,2.9728871175631437,-0.6509238602778268,3.7819429387789647,4.306102142670548,1.6504674185444212,-1.3986417777019395,3.6734222432211636,1.8050491022028199,-3.211432863860129,1.44375139867758,1.3599941333855095,2.6280326882075693,-3.1427103074420786,-0.14407554583138568,5.272961370124187,4.533588946405633,5.281782068431004,-1.4744050032271852,1.5010214833626474,-3.8093051968625393,3.1895991732358002,-3.2916334931127236,-0.7516179056021883,1.8586267204124398,-0.4937157642240589,-0.3727515544939054,-1.2238319662658905,-0.6643573952764797,-0.2574649009590152,1.6326706910334623,-1.206916766124237,-0.38086318130680347,1.652269799221282,2.1406026998735506,-2.2478631060439307,-0.798467032399668,1.5093059140675924,4.505921898704009,5.058040104181618,-0.7896867741943312,0.24131467651321434,2.213538290986674,4.204002643558354,0.4449879198491966,5.552898854396218,-2.62703967174512,-0.47588910927410205,2.866364722297065,1.5712281734360285,4.832837044437538,0.59810964085786,2.6448310956873056,1.2661910425640959,3.5166314874651667,-0.35801313519243166,2.8945271586850723,1.0398798735416481,1.7891240157103485,-1.180208765933803,1.4259106508471155,-1.5425867375677231,2.6096056265224585,3.926558006682418,5.825056127815049,3.8560734638879683,-1.4159503348621343,1.9588090972810417,1.4782672846717417,-1.3577154514777672,3.921533447671965,-0.16383783724790965,4.565128043122853,3.770391554380421,-3.626594433474577,1.0489191900789243,3.9271559928030277,0.5351058540428068,4.2584677963332656,2.660206469398937,4.021031621715798,2.1200179960490395,1.7462720868587975,0.8140872753178292,0.4152011505102242,-1.647942805214373,1.1031806432719349,2.2398576479458914,1.132325900718242,1.5057944174070466,2.6372017433209405,-0.6180305994330481,4.242205083180358,1.920953079367626,3.319931918482103,2.342666585090531,4.19337311981353,3.990587427099473,-1.9123075117898476,-0.7883102955902057,2.781867013671645,-1.2871191252105207,0.646847728948822,-0.7399322463027049,0.7995579442521785,3.444610736260281,3.754287503130906,4.2606914085772765,1.1120798949320734,3.502342508498001,-0.961651490870025,3.9173309663308777,0.2856118464379137,3.2568466450178666,-0.4853533530742806,3.671231852891513,0.8891243193979259,1.4426603356159267,2.1999400082265907,0.8847900923125401,-0.112152952239328,0.9480595688662271,-0.9719720701155358,4.089531612883988,0.9468256528115767,-0.866930735722927,0.8417035463521491,-2.145612254490351,2.0164841552743673,-1.182643206299924,-1.9090172890254942,0.3502143898237161,-1.1269249882735262,3.955819017644515,1.7115117951355634,3.6843222135990064,-0.2617271933240057,1.5551033768187028,2.4249068186014613,3.83082488358537,2.897617821678182,4.215023441877164,1.1444931599153196,3.5447721100099243,0.18580547292696573,4.31867732721332,-1.546031227735488,4.4216962372819015,3.1566677140520696,3.432697559551183,4.129517957204861,3.3781450107320588,0.9955962028505388,2.627919050451175,-1.0781371013266774,-1.5202426362379784,1.2681710544546339,1.0947933708444921,-2.1518628619475906,4.307237677891771,2.4044360077675715,0.9936625677668149,2.300614054389265,0.23026867102010878,-0.8879829732719836,0.23042549355959766,5.228831594020924,2.0779699529932754,1.0397227047107716,2.3255730114029958,-0.49428632544358725,0.1330751473698342,-2.456406167683854,2.021145202193809,-2.0636839278917742,-0.8656021546492173,-1.8438462238613438,-1.850154722104212,2.699877159596203,3.82539119076448,-0.9092142881731767,-0.6891211919136186,1.6594565776659995,1.5540590067509144,5.13120255551596,-2.099127056494756,-3.680850179660592,1.565829538041599,1.6859981206236794,1.5489487933371877,-0.46082795253929754,5.803757864395976,-0.6008673276499569,2.4249539228137786,-3.6658070526836517,5.4550772852944,0.9020175063969124,2.4813512753461078,2.819918218378887,0.6653780175391674,2.481177424475559,-1.0680210977406703,-0.9953252145649836,4.128370050607014,1.854021175057529,2.8694761538610436,4.639074865597744,2.9502709728744803,4.254257208820989,4.58174138907092,-1.2996727991355406,2.524077579435866,-0.08536093993315948,2.2753604605324593,4.327264940456166,-0.8497320150870473,0.944343412469588,1.5886609461835306,-3.232786325656886,0.6077723713871616,2.3155394662503586,-2.0299860320493575,0.2354792788289731,3.966030856794638,3.7965704983987973,-0.6498094241282563,-1.2789979199167387,1.2324417099375555,4.722356862230203,-1.0122108395128153,4.361581578261923,-1.6193183570012992,0.3425475145311587,0.9571374388020595,-1.6400959655168463,0.20142157963408874,-1.1592771793899626,1.0772173764000859,4.434831418401982,4.161850491855117,1.2050585663350621,4.24243981648308,-0.09651654279149079,-1.1300641961421187,-0.7022591440999263,3.354689086907492,2.445513224937664,-1.210722846087133,2.9893248873251124,-0.5135922562167561,5.982092082942598,2.311797083390402,4.4248690070141175,1.0635581564357635,0.47476474094341514,0.027729474260374254,2.1793527673141364,2.8548374551922495,3.1530174768802843,0.25496743744372874,-1.605060793586295,-2.4526192640455133,0.16755169167405667,-0.6503325142588567,4.7822552730805175,0.43185431332511315,0.3760252277623699,-0.3687551593023293,1.2097981847815888,-2.13467382988294,0.303353030003173,2.4370077624641677,0.7656731030471324,0.2609276638384231,3.3609648394496157,-1.656816261711734,3.920804926988091,3.141098484705564,2.1979704170818875,-1.6216657122823004,-1.6334426197244083,-1.0528964733188766,-0.33540013657739737,2.4708909558741796,-0.594429868117962,4.718833828969516,2.1111333702020074,3.104251545383413,-0.763655620431964,3.6994435369001324,5.95091063969032,-1.2886547246132392,4.68952908637301,-1.9523560268182105,3.3782714432693512,4.037438996087757,2.4749892164600564,-2.0112477655651566,1.28693921466056,3.658358005463547,-0.5100493214180107,-0.20994640072327536,1.3177541891842737,2.314182122916014,3.1371436204678504,2.773298925021732,2.343356714660639,2.2073436300706257,3.03246482729599,-0.5545330069324372,0.6720244758607048,1.657478300700307,-0.6929504740348735,0.9909458449330091,-1.1131836413464462,1.533531286358884,0.05491898329669874,-1.1567534650701206,-1.0118728703964281,1.211021732564586,1.9827304476119596,5.190711055005641,2.2184212605028817,-1.8846011339706177,-3.3061360018978183,-0.8013967530320092,1.3571879590577274,-0.21409767586601045,2.594387227893285,-0.4285674088324628,6.004108833302793,3.772856238498601,3.2612466431863476,-0.8741887673804932,0.7994678011028024,2.98044828620231,0.18191847404224554,-1.1745415398549177,-0.3311741729738336,3.8902851102161455,2.873385002950311,-1.0479552250671123,1.1642652829860782,1.7385081552473434,0.9563071979893111,1.2053079208737232,-2.259796571165741,4.113264545267208,2.5361396399018523,1.3748840219391731,1.9569996606061693,4.823992038708018,3.7790393546766725,3.8620365829615912,3.3796042389163876,-0.533302564114501,-1.8866345159716191,0.2365137523187124,4.88972496199536,4.347765643168957,2.553685263204935,3.109685768266516,2.889859527602365,0.1218277428689229,4.368987521645935,-0.9842952880044192,2.5791647308863217,2.659227353625834,0.8820665314372909,-0.32644325090455883,4.4799811746952924,3.6733699007079856,2.1046062542511907,1.4064782271718301,2.638659269483749,2.957637586553538,0.9994600441683054,1.78796267363351,-2.47088816440207,-1.26926427706551,-0.962229511759241,3.3172809436748505,1.1328137005651095,-0.1669337523231201,1.1033121892097493,3.6172874773054287,-0.5352746671731223,-2.386099567360502,4.869050753364132,1.8592668179124812,1.0819489170094272,5.197882257549526,-0.21222431843343864,2.484919887738447,1.9185241951019345,2.178998262696821,4.442642373572088,-1.2039404760162413,1.6195710294902006,-0.6357794090029308,1.5851512592627581,2.9646592550621444,1.8963755697882967,-2.136411836860038,3.9567116153877753,1.8476839370055014,-1.4853763465961685,2.864837273509107,-0.27793091446714274,-1.3006432817885358,3.0971413225050646,-1.6248635053772327,2.4151872737176787,-2.479116497379382,2.1216866484265733,0.9603865151723651,2.0083584990501153,-2.0219089019904466,2.8944751771504866,3.612098381296887,-1.3558091148259956,2.78807697164029,1.8353867312230114,2.2969334021081136,2.1799253288128853,2.664707936219415,-1.3400769307490645,0.9348741311900783,5.130175724694301,1.4070436614436455,4.862160465919572,4.438154561560781,0.6595137277164302,-1.312610224984656,4.280186772052807,0.3829183741419262,-0.028855305002757764,-2.8355559356367226,4.417019229131916,3.5438357722673146,4.178260508974336,-1.0629683053092416,5.152225923372173,2.6239796051402924,3.0963535478418183,-0.8479075950268914,2.7797917262210095,3.133437040394894,3.501367825875631,2.5168719753090985,2.6091662787960233,3.1678311628226195,4.051179114533811,0.3449989794367863,5.8422574387688195,-0.9049103087565891,-0.12714314297032178,-3.238603995743726,1.7215288184836504,3.3043494386616916,1.160623208900408,3.963733078506698,0.9492035560748181,2.815476901224355,-1.0531442602243268,-0.01939832949169114,4.104940481021763,2.485813493595654,3.367825574233293,0.5859922411927952,3.3425919960158876,-0.30272193861445545,-1.0897986950096086,-0.11044305994286364,3.112989240864604,2.552197391156111,-0.22969272211851705,5.397115589816268,5.659138511171756,-3.1967759661766264,0.701221193242697,2.4564539026697143,1.083331351132424,-2.2538631219319907,0.612040731358181,2.5625306153916743,2.0056114564083427,5.269646785336876,-0.4416748159343264,0.4773186758164341,-1.340254006617645,-0.5593170774423105,-0.8339023690485499,0.2188505938879263,3.1704431283807506,-2.014760573226774,1.412660264949219,-0.39516403304328607,0.9174138218844378,-0.3434540194040757,1.9987709175799213,-0.5636203674696972,3.623913485651596,3.0035000918496553,0.21379578359226578,-0.9310015701283194,1.8840176660174737,3.357210536597843,-2.3768958290234603,-1.4802322290689902,3.763900351770412,-2.4587270175859617,-0.8158044790855264,-0.1709993401425641,-0.20329566053557957,-2.401527393258638,4.038934313151256,4.874851531644311,-2.547316347619453,2.680213368053931,1.2882548616628917,1.9521301937503028,-0.4724715876395726,0.9587305643991768,2.211492206435435,-2.1694039733023263,2.0018236644713068,-0.20187776827570142,-1.6355041942171304,2.6057214942267324,-0.25710216648417406,-1.1548142143480051,-1.588163095562022,2.1554042349652853,0.7548664154801474,1.9614603939033788,3.438940135424274,1.320918211819018,1.057278457214571,0.45497207584991645,1.7216767757317124,-0.8675866386286237,-1.5147445837029934,3.7532012801843355,3.660299037535475,0.49310874425149254,0.7792599699978681,2.5979084148725686,2.4700272162479378,-1.413557134778214,1.6543614878634696,2.8749597996891896,4.017649933483695,-0.28614966574535583,1.4026888425109314,4.751132839632321,0.6160282853198625,-3.157831502966102,2.6182587504077435,2.784884195427145,1.8843140310615383,-0.35327485184849244,1.6864930948997068,3.3323372071875395,4.9121013022794235,4.835138442668361,-0.6689773696041459,-0.8672120915164961,2.713359014337369,1.5099484987156244,-2.634702229671082,-0.9115888116494508,2.4020676015928752,4.072605416645789,-0.5151015502905887,1.2256780209763498,2.401413361684114,3.9001808118540016,2.1897363205472744,3.894934585461587,3.9297632796661133,0.2849327471247624,2.3170224640376964,0.9050448379587535,-1.3254705829418623,-2.5812446720598192,2.4677361954123196,1.6530266489004166,2.509225337271204,0.23748910739947515,-1.843508198117962,1.7158241462598185,1.8363331781508796,3.2884347813018575,3.156086458834581,2.5471013644198686,4.159801308857667,1.0837316988155796,3.31597272342482,-0.7246294239789474,0.9103102646785137,-2.587067615258886,-2.2867734313497077,-0.027746186292722762,2.1533096294251957,1.9873230956186752,-0.7735238477503731,-4.809329832434819,2.097387766999671,-2.8256397764623267,-1.4308912053244092,-2.930846938745286,1.533378548039488,0.031271260250434606,-2.157748872652588,-0.34346014348301906,-0.17315336273314724,-2.4713503215660464,-1.1444904546086403,-1.1821416580556563,-4.801901793639278,5.249223675348318,1.9381766481951366,1.1021366937524475,-1.5872524280253664,1.6061466496535686,-2.2597031462778414,-4.021186678660205,-1.1411989065192263,-3.9768593694744614,-0.8292777914705715,0.8350885233888207,-2.799092764123063,1.2606640229928714,3.036763472649553,-3.5693035596811447,-1.7431258996715067,-1.0638637661264005,-1.9772340362042098,0.36746085345834634,-2.0194090674731764,0.9642343140911005,-2.9897339230476714,-2.9980587581206177,-2.636613501345248,-1.8149501543321436,-1.4731052774916205,-1.6717700834837859,-2.9170768842875887,-2.274307366853686,-2.686104088455713,-2.9613180656239932,-3.9378349705042632,-3.1318226527026494,-0.676897528599888,3.5514901384049873,0.4316610979839978,-2.131042795204346,-3.2258540167655414,-2.125799175069348,-2.0274334877934166,1.5111964866979672,-2.1991624581702913,-3.015473499703341,3.365146377284189,2.357169374204594,3.137593838697366,-1.2978822408605186,-0.1278325769083569,-1.8827443224128724,-1.1214499054622065,-1.3780311036751527,1.382883115113343,-2.7801588319434374,-1.3485647565869179,-1.5084608346879644,3.3608876292342527,-4.8040776439869495,-4.976987757963004,0.12819304512119373,-2.213828796138467,-3.7123759109577392,3.308797360103449,-3.882249137617865,0.08985918540132147,0.21176375337121472,-0.6619258211288338,-1.0572923576311957,-2.1470449655332904,-2.5426096335762973,-1.3644269426664009,-1.4029078177862127,-2.934090048631808,0.8576242481740051,-1.3488537698342185,-3.4362510629986662,-1.5549028164478207,-1.2632154775779685,-0.06712386405586551,-0.18885801162370483,-1.3557968287143607,1.1004451306543555,-2.0614384688203926,1.7383857522759336,-0.9186434186883247,-2.169871428645575,-2.0779181307327153,-0.14118875696194988,-1.3272325057080117,0.41773987362608317,1.9101134473258996,-4.233014999487508,-2.9325879941789372,-0.6117907658218308,-2.4419477090915214,-0.6825412955487019,-4.29030824718614,3.641845347565888,-0.19745750295110823,-1.1117059884459715,-1.104077705528111,-3.684631985457577,-2.907029477300737,-2.6122997406180395,-4.0708019154390405,-3.9949757427404515,-3.6271215409575017,-3.896532296820543,-3.0042378613871357,-2.4033057049364217,-2.053612521473233,-3.212788912173443,-1.8046681454972706,-1.2182313941257994,-5.13583492944913,-0.4253659051849653,-3.1577983777033474,0.21057630674732458,-0.6059190812798715,-1.121951153469667,-1.2765222894173855,-2.8296276125885664,-0.6619833141822338,-4.657500021140867,-0.3438511983851425,1.661010172414154,-2.3635692875159204,-3.8436812331924113,-2.892260955317283,2.066839148884338,-0.37582848455261514,-1.3815160922249956,1.4299345492720656,-2.5520189784510943,3.0354293413802824,3.648213721267129,-1.1734877557080488,2.99110890426796,-0.28186251536843465,2.669603121929001,3.4318425199551377,-4.187008716561975,-3.575937240111788,-0.834395297043255,2.175787723200502,-3.3845891810667803,-0.2774829728084854,-0.6589281939797066,-1.8292605575412697,1.6057696103078651,-0.28819558074999496,-0.43770497193802566,0.4583520261538923,-1.681135670708789,2.6614924885738453,3.4195347603647765,-3.474631600100458,0.2893993685022097,0.2559259191844708,-0.38354573550148335,-2.3503844981875988,-2.1643121058431154,-2.9127742817864166,-1.8432221690411044,-3.6664568351814677,-4.525976290401532,-0.9441759947868276,-2.0099176249398263,5.0395520284266775,-2.792322020444638,-1.260965902401223,-0.13490560115518005,-2.704423664293927,-0.8015397754338192,-0.20543340657400955,-2.6690385151864384,1.8559597185691667,-1.2940123771756753,-1.2072428407024784,-0.5134020728614864,-0.6618321676471812,-1.724510654411367,-4.773467048212111,-2.34472186666351,1.0263564605116213,-1.4592396855633876,-1.7482310507472194,-0.841216535355932,0.38383689865489984,-0.9197735197275769,2.6366102291677254,-3.251731115143518,-3.0884661180706026,-0.7342327260892181,2.971099071840779,-1.9830918617973108,0.3976686348006396,-1.114215308493216,-0.23067103340102885,-0.46876613473056866,-1.112028226183207,-2.0038071724278277,-0.6932814508822447,-2.1607630352435625,-1.1259456149191516,0.3395326251773662,-3.3839672540665133,-1.0325432471919425,3.2167290106401403,-4.434256314178335,0.6093579101410421,0.5053781470272899,-1.328544161912657,-1.0244169057361876,2.0484562903000088,-1.6985197215420815,-2.6400476122071956,-1.3333922420497022,-1.13208243541722,-1.2426903615762512,-1.1894138697119132,-0.5622776087292457,-2.3531414401097708,-2.7225363414302586,0.049941834357564,-1.0531548079579816,-2.6490185771805614,-3.3569480225946196,-4.066023382641143,-1.4015965184329369,-3.000770085416473,-2.9624498493098352,-2.107499062192217,-3.387866245647468,3.8832821078160396,-1.3874917904303397,-3.7088915776384628,-2.618157669163147,4.416635014186167,-0.579242825590686,1.2397985970569605,2.901088518210017,1.1927033703792937,-4.229909985825756,-4.590423117271846,2.2260832861936923,-3.574557479584223,-4.694064740689134,2.8548236296826506,-2.9500562707371425,0.034962966227252965,-2.0553088450641854,-1.2759541690191372,-0.7972047373528175,-1.3052367683719257,-3.1756631199134016,0.9664717539942511,-0.9354919776063907,-1.2387795965712443,-3.1057645615450737,-1.3297439332802625,1.1118550334120911,1.5946656355669226,-1.987841054740852,-2.6908617750388832,-0.7389677859770739,0.28890782044654245,-3.4741920050357353,-0.10184540633353513,-1.6700605663842176,-0.9894799921945803,0.4424479104839228,-4.395196802922858,-1.8277734710400433,-2.6135551826187076,1.0070287774699307,-1.9165502258867402,0.19012916789803141,3.6293985319361393,2.073657000588462,-2.3273256327550227,-3.637947840020775,-2.3383985075015707,-1.9086546998875247,-0.084622739142095,-0.7272618333849635,-1.9092730303825216,-0.639674671488333,-2.1035848210679933,3.170346402940069,-3.102748858787148,2.901516133487312,-0.3660442281501647,0.5766087795943116,-3.200447397943043,2.367624973035515,0.4576843020239468,-2.1273320974118097,-0.5424403005329305,-0.4911881886158572,-0.7856744864320383,1.7554143042005816,-1.3368134475298907,2.93096645482645,-1.5882583040265368,1.4861541147326216,1.8537704737197278,-1.6950754853785117,-1.7721673229346526,-1.9834469995478707,1.5204252694754483,-3.280513552030062,0.8169257704177044,-0.1435802205684414,2.921302889359876,-1.6730527210225756,-0.7919901326812042,-2.9486224610485645,-1.5194569500743176,3.5235674981369907,2.2353962876544307,-0.8487676701495974,-0.72428435517924,-1.5433680563485535,-2.4667947866509925,-1.9117639172952974,-4.466660125589174,-2.9920280959785153,-2.2923220517547285,-1.4786794921584534,-0.8305822003101502,-2.4222087890313504,-3.7670946132144913,-3.8642558612601587,-4.3028359556609646,0.19770585772778096,-1.3294080690126144,0.5176594740734923,0.24862884732517326,-2.7968298202968263,-1.443141175954293,-0.7885802264176534,-2.0754641554447724,-0.9056263000124514,-4.596601668628787,3.6968498621812045,-1.4789499958198546,-1.509267308533209,-3.301674561025461,-2.2111056489812535,-1.0340621594725052,0.9647478030417013,-2.8375605459596627,-2.0427884287133966,-2.812140355653383,-1.1040803001481265,-2.6395286745573943,-3.7214704487132795,2.45545211362733,0.30448324488660305,-2.7834501189201952,3.786173923072464,2.619422119295182,-3.3147910863419745,-1.8147527122913925,-3.588046495903819,-2.6251534853573357,2.752369056252155,-2.6071589154932844,-3.0568189217617263,-2.1350036134977426,2.907900195550741,-1.9080378495469343,-1.9153023167134033,2.199859990995587,-0.17550748147493628,-2.8955959203920383,0.15237495742638024,-3.225688790465976,-1.40181445407175,-1.919370020852082,0.8558624897905359,-0.2806618318997743,1.760031872723382,-2.5663883454985883,-2.3189536404946978,-2.244506231999668,-2.7455239922411505,1.8949190880989095,-1.410565464388385,-2.933930302885637,3.0137901040056403,1.9953078277977734,0.04045120876158629,-4.874501142607474,-0.27124639161162617,-1.7519465430633587,1.78528327334301,-2.1325091436351467,1.144667445012958,-2.357506751906443,-1.1766981259204048,-0.04771981905214243,-3.4183482583841722,-4.4860011986813735,-3.306484282330851,-1.1829631922433668,-2.8434257722152942,-2.3921674691966848,-4.473385299900204,1.676272468735107,-1.632203533882278,-2.1820737982542706,-1.6929317325286395,-2.7747232164608944,0.0035305137436111916,-2.481769802535437,2.747971363884485,-0.012905544674363036,0.5255588243972414,-1.7733949411000385,-2.405382331179913,-1.1851746903029836,-0.7376597616005915,-2.070227231096586,4.280398084157534,-0.7994963959252911,-0.5215682908362553,-0.1650830413960897,-3.158906411451534,-0.5067049120816544,0.9922835794376762,-1.6387160091680895,-2.121632815958372,0.25236191583517104,0.5137944422499024,-3.5623372731220693,1.2852785235459683,-1.9143541642649449,2.9013497985392225,-1.0576403251397384,-3.0708775567490476,3.4875301780672703,-0.5478424804196419,-2.1674590229958883,0.16559310632388274,-3.7184339210535335,3.583624486432658,3.15177679792745,-2.671236504676288,0.510171639247745,-2.0500336877136296,-3.7187266860367543,-2.1493317727358163,-0.7897620132038324,2.774865340175765,-1.2850632406402551,0.4133084961108756,-0.9672394388060574,-2.2605913546030956,-1.4965658291601274,3.320370962783088,-2.6768388815448736,1.6225896221875802,-0.17662623474821648,-1.3585813233011366,1.849245067209488,-0.23008575180663002,-2.9809401174389802,-2.5399320772906395,-0.16449970665181812,2.3406944806831014,-1.904278110914145,-1.6958128589486998,0.42093644074969777,-1.7714974558379661,-2.2677650487947054,-2.528674632300527,-5.16792874763968,-1.454964367387926,-2.427091341760137,-3.662307629494652,-0.9479126796384221,0.4020431565974701,-0.03863117615725697,1.7087588239566294,0.7902681935527365,-2.7774975173089493,-1.1933666904472786,-1.9261153544729954,3.167028139174261,-2.4248755755810585,-1.8262694177985515,-2.0245862124552954,3.026301455822139,-1.7295059482089112,-4.5205659415529675,-2.502342374568444,-1.3722540991729706,3.3381824948706287,-2.1606385292384815,1.0706321021431613,-0.30227748272392313,-2.437408700381594,-0.5642094877677755,-0.30412203652382463,-2.15082741665678,-1.1540976740304127,-4.64554323570553,0.22997430099162383,0.16959358616781295,-3.4982485277466484,-1.4137394598270363,-3.524385715606812,-1.7787781094135429,-1.9179961407259374,-2.8446595879566803,-1.9877821202786543,0.5213343114666017,0.2362485979792725,-2.8439652590880713,-0.21084024262052295,-1.8439124026255884,-3.390061101659115,-1.395192448181979,-1.221625305458114,-1.2735125567011472,-4.545269935161303,-4.143734350083706,0.6772284085745927,-1.1817021953767517,-0.36331917407916314,-0.7881908505647877,3.2648075568690196,-0.8931123413148769,-0.6076725087350415,-3.0307252999624508,5.25973469162659,-1.336958404144513,0.7940802505078329,3.188506092194318,-4.650123589876038,-2.3850158656728886,-2.1340149794459444,-1.5950052187969936,-1.0174972595946639,-0.4061827113681121,-0.22917791158865705,2.8662831316150013,-3.5995546335415254,-2.1517841288052764,-1.5983524704581231,-0.27439126126908864,-2.7158874448369845,-0.31533359293850133,0.6038654233259391,-2.8090468713313004,-0.9118348035766951,0.4418936381193097,-2.0983938768840624,1.0805233397027885,-2.8488729156804284,-1.5033063569160785,0.13778136136408045,-1.688369918510706,-0.7031687623294296,2.562747313199382,0.4827804286253373,-2.5880313869417293,-1.8721923657983628,-1.3245642470412424,-1.3551584865773936,-2.3822329810067497,-0.8493470393401816,-1.167393135110475,-1.2082044576938373,-1.4812713486217115,-2.7416989424500393,-2.1235498950000467,4.051217724532895,-3.1028284320016644,-3.6179621100772588,-0.11954123675052451,-4.535004022171279,-1.3930107555744096,-1.3804911369118644,-1.37419493476218,-1.419677916283746,-1.9520619493947626,-1.1570204736648935,-2.6240095946248094,0.31351611890992387,-2.0582871433553476,-2.243943044443442,-3.8884224893604173,-1.5559524195013728,3.522092923132167,-1.452722399533089,-3.121741122014077,-2.5474630442480124,-3.7201746402852143,-3.058958868767638,-4.837113449247904,-2.2918421551413206,0.1085380731685061,-3.5583394244942905,-2.3749053405853906,-0.5535743138602687,0.6842574014483015,-2.403684749544971,1.3422285199398998,2.5885418074534163,-0.9273358412047953,-2.2901587745418235,-0.322428576450718,-0.6399885171171442,2.672685442084787,-4.678888689946058,-0.10775547469350176,-1.963331003737768,-1.3082902926947373,-0.218715083546262,-1.6135017959971543,-2.509283852146756,-2.1556561925149245,-1.537092276813973,1.298948824132369,-2.245513980773786,1.702775835251586,-2.4696810812692167,-2.855096600548293,-1.5171435074949742,-1.6781493048067129,-3.822769131456856,1.90261941538597,-0.6252334572244441,-1.5056348068254735,1.043142656018142,-3.575256330030569,-1.9966498033149316,-1.5107615915574129,-2.366660871344937,-1.9259682464048415,-0.964068535825248,-1.9713056217437996,1.3843155469863728,-3.0130154659417454,-1.8781334412168746,-0.8164866190166492,-0.6468121771168687,-0.6608295922887494,-2.9958288107578026,-2.1576588187464467,0.8450180885137056,-3.0672784503561346,-1.1732470051947963,-3.075533232645036,1.2642204516781768,0.5527101698623782,-0.8966771120495594,-1.4221041142540252,-0.8617402223213304,-1.2890569866505384,1.579003668264544,-3.170409257504215,-2.992392904890818,-1.9225112478354578,-1.883985727639667,-1.2834861586805149,-4.597716805416996,-2.6692554642379034,5.066996537212864,-1.978339841623692,-4.246345323804505,-0.5470300782618396,2.336948935479413,-3.615199860938911,0.15661262862869865,0.17779775875810958,-1.6627772352766907,-1.5348019183283073,-1.3506443168609468,-3.072756831979359,-0.4938131163802336,0.4272809900259402,-0.9325898910232919,-1.6731185418502492,-1.5603966117864567,-3.3500771763814563,-2.6208994684668756,-2.036874313362453,-4.026671599453819,-1.5399217067382804,0.36605785354164905,-2.6584739116293923,-5.056687484501696,-4.598030885487432,-3.546441879364516,0.3698480835565649,-2.770386443511797,1.1049706718074903,1.0304034559561868,-3.8716518603260854,-4.374731998445713,-1.9844903997612242,-3.0597085961630075,-2.0961647732405417,0.8043370626400056,0.25082929953410815,4.233310459743855,-1.8333307593902577,-3.885687503361863,0.5555362261277917,-4.771604286589353,-2.832950578108815,-0.7453482151974568,-0.8145536487292229,3.039504377794622,-3.523170913652472,-2.318331661329679,-0.5863003052265978,-2.5530043759099454,-2.50543759177668,-3.762244502466706,-1.7856944439686049,-1.8791480245491121,-2.043625714275114,-0.43091111294897694,-3.024375890549421,3.7864648300960333,-4.696127043747386,-2.8254852446254697,0.2278613360286995,2.459057786056079,1.3582136455797287,-2.5374589929285776,-0.20363436439413768,1.5787036914136294,0.9159505836714176,1.735795748341472,-2.209190503879814,4.446000188410884,1.0239015725108687,-1.258415436409599,-0.5760614683973605,1.3343713037769174,-3.718841310265205,-2.4580490959739985,-2.1897636583148623,3.600933272564891,-3.1198655615386226,-1.251186401726094,2.1299834418498493,-2.857172278951232,0.036040810078409535,-0.6767263430456454,-2.7841582766461817,1.0803479389734207,-3.6702561577223243,-2.6705239619196366,-3.873398271567715,-2.9639955680299614,-0.4481878628121951,1.155111039349311,-1.335296841097753,-3.3263535222487413,-3.5967948693450817,1.0398682087979747,-3.886524482527721,-3.0789843180015537,-0.7925380608941617,-1.3293208858702743,-4.374552091872241,-2.9925110421295393,-0.20715546636722734,-4.446159808248566,-2.170611488091696,-2.7352735874108967,-2.6354298539820995,-1.0192530742484418,0.20087938177359743,-1.1617708520160308,-3.5062028819798905,-0.5306084005006662,-4.893863112142433,-0.7324092229451545,-0.08459035917482882,-2.963838965409643,2.9506888147227803,-1.9125324272195463,-2.8702346363395046,-2.8229358107615172,-4.564510965461275,-2.4560914457814227,-0.2087658705162401,-4.560015060219305,-3.585544157752532,-1.8954084250263308,2.9555533393085285,-0.9266413784446698,-0.3900358862913085,0.8893738503284134,-3.1846508633892845,0.3614565425977391,-4.041175668756127,-2.9810833068515814,-0.18103006103867111,4.2477723326944155,-1.6261119200090115,-2.602286480640341,-1.483770585420456,-2.046010459307551,-2.485813778469009,-2.7020053854409856,-2.7281718569933124,-1.1289729285542451,-1.3680725889010186,0.0024108188653325278,-0.6236701109943316,1.0395974240763497,-4.4139657645311505,2.379653962900059,-0.7610424904993479,-1.7847728661761493,-1.5672059376517706,-3.041355762987566,-1.121013260441446,-1.5194101496291643,-1.0129133312739644,1.830683068868552,-1.4563228587212118,-2.600125428006415,-1.0401551015032235,-1.9993648744882135,0.063181077170101,-1.4597440208213968,-4.664181231994153,-2.2612583880295336,-4.106986459799307,-1.9216092791290191,1.374988136174158,-0.06475925960715977,3.5835549049537154,-0.5025795950084714,-1.2326709428570215,-3.88857873638552,0.8059481604092221,-3.6496096005422682,1.216106569953013,-2.4186047734329232,-4.835240363480906,-1.478749629935471,0.8110380837934517,-3.1593125387002603,1.2775893821757975,-0.3001668525613003,-0.4129386128745918,-3.289883577302442,-1.9085127444245547,-1.6731191245916792,-3.6557761266518347,-4.786825404136702,-2.7887910953974755,-2.719471148472818,-2.942405167148989,-1.856370829191896,1.5193970532272705,-0.6678291951703439,-2.1136756970491564,-3.6346948580977005,0.7323533647218914,-0.198249809337085,-0.6404885378957144,-1.7956623113934118,1.105932564249695,-2.3176350908477925,-0.9947385553662442,2.8813309357687396,-0.6328368510848653,0.07108362238250823,-0.7279219419427401,-3.291135945285087,-2.194991952300596,-4.71438932447823,-2.5615511783791756,0.9890104339201867,-0.3375776479073056,4.859967371719291,-1.3911105748698418,-0.868371918703869,-1.691868574886512,-4.378506900167496,-2.5050070028891485,-2.714373529148518,2.889819083285783,1.151791398637762,-0.6696146414962122,-0.47586476033596137,-5.237471723582538,-3.2539473692315597,-0.4364929428022509,1.6933877105685926,0.46947061289807884,-0.9040224811752993,2.8993792552476907,1.321768364394929,-3.0349476349699267,-0.36426764374708576,-4.842774109623029,-2.1515265564713113,-2.4088174314888873,1.6228189243363482,0.035893603390869236,-1.950615305693748,-2.9740933098260567,-4.291005410880708,-1.3062409461516038,-2.2006101763901023,-2.5343539475068098,-3.384388999561216,-2.020982549969727,0.10644348006042907,0.8021111789399703,-1.7723379268619583,-3.4926003246484942,-1.9009703112757943,-3.1853584507453636,-1.4270347753852568,-0.8506845255056904,-1.517784275338329,-2.644902412039401,-2.599341227039854,-2.5507484135202128,-2.579743786824434,-0.7039669296349251,0.6116699305282461,-2.915033621420184,1.6183150408232465,0.4122918804713335,0.34336191928395066,-3.877288602397345,-4.3781339832700805,-0.6556777231986876,-1.7008185665216033,-0.5529060059945792,0.9117806020188334,-3.150060977957221,-0.250623828629281,-4.686158757803312,-1.2316575742366498,-1.5937144716252742,0.36668663697091014,-1.3958052387746938,-1.262997808218444,-1.2278814376581675,-3.7103417998545987,-3.9930961255919066,-2.382206056738861,-1.6043158189442608,-2.0674404277236134,-2.72252595765284,-3.1741570721961714,-1.5526127483568273,2.6680330348942243,0.18243465861165864,-2.427099139832381,-1.9365552281785277,-1.8137905227247522,1.4601501479207393,-1.940465827808057,-4.883425630076214,-3.2602808384288227,-1.3736411780360354,-2.8028192145097006,-4.387398869095948,3.8154995401175476,0.2731308724174097,0.49350375128354196,-0.6765638037063175,-2.4370807126275853,-3.261404774757999,-0.5064521051824303,1.6807696703424133,-2.970468085107659,-3.3166473489387807,-4.08788432411049,-3.285182767320039,-4.506203012748491,-3.3741881910501945,-0.18386929855519435,-0.24413648441309546,3.8372724512930407,-3.3264994729047106,1.460716237052314,0.8728743246302988,-2.1157066570742455,-2.222430670022506,-1.3604402345576596,-0.6004649039995399,1.4305327261587057,-0.9186531031641483,-0.8374137017493173,-3.676519780838899,-1.2538741099983737,-0.18570615567963758,-0.3661213981234766,-2.6424992964732863,-1.0332555693904264,2.6084951960907135,2.9534523727430773,-1.3383416509578858,-1.48179698574663,-2.505533047085159,-1.3063439456115329,-0.04827761989581338,-1.8740783251839015,-3.28835166290491,-2.344524600590391,0.6624511951360258,-0.5346836409140293,-3.921757861570713,-3.5468523704915578,-3.595352700751674,-2.539770776226925,-3.4547116821191737,-1.2678668563690483,-1.113643697943205,2.6609986134960204,0.03945286971502909,-0.9813208604357656,-0.9909952824144977,-0.917101994942672,-1.0247656327423593,3.9628499269765474,-2.6518902135593283,-2.8232972628560664,-2.6400860962354384,-0.38809992123680637,0.11335698690212238,-0.1983822960206723,-3.8231013048630924,-3.145024713475221,-2.5959274848813534,-2.4962585704221847,3.8239510154601777,-1.8420634131682831,-0.40181725151381115,-1.4130085261608574,-0.8569785815114604,-1.4813806598660844,2.2266583995454616,-4.857564802733726,-1.9449094774106146,-2.767824162667523,-2.7823542467550553,-2.1030351161934013,-2.243648858536037,-1.0301749782599006,1.0680983658135188,-0.08678909647059391,-1.734435335835684,-2.0564597505225763,0.39137824395983956,-3.4926853020287605,-3.7024982975773,0.22735140919598693,-3.467488415405796,-2.8923217735832867,-2.2659969686778565,-3.6596734147310346,2.9464894999939135,3.342094926340241,-1.6638427525918758,-0.2762194328182215,-2.7495214795365808,-1.5316473187293593,-1.3304384482121436,-3.2772161292856614,2.673376887435581,5.198698243453441,-0.630748157411572,-4.850081252170028,-3.069574687087961,-1.2989055780823753,-1.4902053962818744,-0.5872027929215426,-2.2939000309047066,-2.7549243166872084,0.15310235911605583,-1.7230361488012926,-4.367972865087631,-2.597230727003835,0.5266717208677796,-0.6237800382421481,1.834617681348709,-3.588794152252499,-0.763735122034011,-4.866655055347298,-2.4958710176847694,-2.473139391893839,-1.670782865524031,-4.283992082632466,0.21053873547382773,-2.284408591413617,-3.054358096964064,-3.0384144488119307,-1.3424844181576807,-1.2258720230114009,-0.6164993766686938,-0.7793151950536875,6.125796587892335,1.3807014791672207,-2.200016648797473,0.7348464471284263,2.5892740815937256,-2.0936443181716156,-2.1976473403751826,-1.1769449043574116,-4.607134720065942,-0.22026875038006047,-1.8789788357141581,-2.74850324637376,1.8045389764377622,-0.2820385525574333,-0.870453268945217,-1.6839600740911433,-1.8309227301388278,-4.2495751255508605,0.19902349374114592,-1.9602023248695037,-1.8957009300429073,-1.6622117203026947,-1.2350216731997068,-2.2371756180196996,-2.6161865053529754,-0.3358549181850112,-2.9722951651862597,-0.3987542488310961,-3.175032145073556,-2.623333393922133,-2.985310480791667,-0.46282859071186555,1.6396275710213357,-3.824664954786585,1.7347416881764937,-2.126413474205152,0.7676353934492766,-0.9081202510935447,0.5038157433943549,-4.680865657531085,-0.25587006359469705,-0.6270648448145991,-1.7447183495026581,-2.7521271148875304,1.6972168396743812,-1.9749367220002216,-0.9271879456205115,2.438781856966602,-0.22861007116736073,-0.5971726671556054,0.13931805915685389,-0.47218386824525266,2.871143658594265,2.3646004854476748,-1.1248928005963321,-0.4302675834755358,4.81093940039928,-0.022000911532444028,-1.611556773281638,-0.489511372357522,5.549360474245386,-3.573849748909804,-3.0065603935194507,1.0882230251638572,-2.5813473225444836,-1.5048644559970472,-3.3264436915916002,-2.7892571651976166,-3.2986903987378806,2.8821144217470303,-2.9976712176439655,-2.914221865413465,3.7735905208721148,-2.6108220271351077,0.3771878590585077,-1.873196472198179,-0.8091157237723313,0.47727379429965383,-3.450178248868753,-0.5466719786837215,-4.667209709745832,-4.739030682454995,1.3414212673641708,-2.084930128538366,-3.2633953451080466,-2.0870525265795243,-2.468759360575371,0.09929975793031005,-1.6527069211626995,3.220024897309026,-2.0906617087323918,-1.4560301912919849,-2.415788222037852,0.5299706273605274,1.5597525110896349,-1.0128473104226878,-0.7176421379428698,-2.424963578743893,-0.19191151265359996,-3.1490710591339792,-1.1096094775731677,-2.759966682026433,-3.0158535369034096,-3.192455138264026,-4.750400099476492,-0.18696492154080804,-0.6278245210696145,5.6263183534073855,2.8602237722536317,-4.549228202024968,-1.9415118663771176,-2.50645183668739,2.761519945504607,-1.158721420315065,-2.637173628783462,-3.637364392996184,-2.2034256512939905,0.09679925670762188,-3.3202275805291577,0.04915251975415447,4.122695370755728,2.774160921460342,-4.6291806084555995,0.007537708227319824,-2.257069083712196,-1.814808072455248,0.2905455237471427,-1.6463491318455639,-0.08294998360301811,-4.772737962439779,2.185763290886931,4.471461703803939,-2.3386081048312186,3.3165384412560757,0.35852736348986813,1.8590380278742724,-3.166568459025951,-2.773279030543768,-0.26616477946584,3.277344295996118,1.0839561064489462,-1.0867018191936388,-1.015232036453385,-3.183064110550224,-0.44640367607558185,-0.43089504337908074,-3.2247043661721535,-4.975579702206716,-2.7400800181315104,-2.5069820932173186,-2.3257773035403924,-2.649361649394556,-1.087788460978697,1.8795813941730548,0.9340162326344067,-3.2708871477427177,-2.19731036478448,-3.2286035170306095,-1.391582475313348,-0.8376928508264823,0.8559377231814962,-1.6547141839710238,1.4677540916244303,4.984102199557121,-2.492752443423809,-1.3563920988566482,-0.6284356543342927,-2.2199304335468453,1.9419972347319312,-3.159786118187806,-4.321804348357414,-1.4382346682067122,-2.888211434046624,-3.2444096670146436,1.7830070761390973,-1.4780365206030004,0.09536033640264464,-2.8244662162933696,1.6460659749913342,-3.312540707982001,-1.3605643089250903,-5.183333402936213,-3.588090911540017,1.3744490607414936,-1.8182719826423126,-2.250584180423999,0.589611667797501,-2.9816630211377024,0.7485874493890151,-2.139518117022259,-1.725274039631661,-2.72468270935605,-2.055268919481114,0.852549276857787,-1.71567744543363,-1.84736060404749,-2.4934959826178176,-2.2312755666388964,0.06586621765072892,1.71074306317492,-0.7602721646434129,1.4410317129737091,-2.8743093845829937,-2.1798817672578816,-3.3150937428792306,0.1781893176455355,-3.0031381403631903,2.148381271244392,-3.0339096557391896,-4.634105139802894,-2.6396249538530046,-3.0072459781801277,-1.2687652692438056,1.298807526736044,-2.9381307302932984,-1.0451680279045732,1.4777543534648052,-2.8840666037903833,0.08712896845174004,-1.20142910353142,-0.7437262183340603,-0.157284551133681,-0.3957080739422402,-2.2237317754797963,2.5125168949747256,0.5166088915855352,1.7212628919705675,-0.6227088268985859,-1.4147235534698042,-0.7560531252734772,0.16970349123513892,-2.717469709773099,-1.6280140619535255,-1.8214579925262848,-1.562331379724903,-1.289421368805065,-3.5734541194903424,-2.109163537618755,-0.9280260970004788,-2.7335511857971397,2.0521840381156418,-3.185520413929331,0.5949558169239635,-2.2241895700935888,-2.516775618467475,-1.3078808145131016,-2.173875092156613,3.0153516951530284,1.937148514061395,-1.3882251089893676,-4.756638351736763,-2.6409671209414456,0.36613951548088086,-0.6390498838198791,1.2833329071791504,-2.054861593586852,-2.438300284062826,1.192183794259198,-1.37323103502606,-1.8970723560464078,-2.5854728265972753,-1.551235290287943,-3.184364386199985,2.6585327295794063,-1.878855576983334,-0.8905344602357268,-0.8397259548507385,0.5411826371532331,-2.5544748570277873,0.1789254952290069,-0.6819068979193722,-3.184090525025366,3.203294563846722,2.1604198587667467,5.278158669400804,-2.6744730902479104,2.888408460258345,1.179996118028943,-2.3261802961735016,3.3037168576995555,0.89389414285576,-0.8177606935926458,5.272271998118794,0.8796620122405637,-3.847833608553652,4.227129611751752,0.5816118579088495,-0.9572634322525798,2.966539303357834,-2.553616123626989,2.656987948227012,1.102255104623984,1.2957018389326918,-1.6623843095740598,3.6937580007200177,2.847297306847726,3.0812736917418126,-1.5013528560769875,3.2838494642849305,3.189652226948511,1.8741902303070896,1.6606186632166013,0.014980369019355752,0.34642349658515686,1.6940780816771304,1.9495288677007188,-1.2441799504585576,-0.44551480797314097,-2.424695393917526,-1.7251839035760814,-0.34353974660719766,0.5195668823275835,-0.37604610582882236,-0.32483551156083246,-1.4207877676427512,0.11447830842719496,2.5734788340684647,-1.5647323019829409,0.35108524650222395,0.5566749270216313,-1.3139499770923473,-1.73825797665357,-1.1034830868372145,0.6771913031946566,4.085999979896589,3.574206188073897,4.095317185835496,2.3321134259414,-2.5389383206277003,-4.296012410180772,-3.0000509478584467,1.036583291302136,-2.856960734773713,4.57193583560356,-1.5517533930632668,1.054886143039176,-0.6561660198945425,0.22333259040951509,0.6109168026558602,2.1381356628396757,0.1307647815307798,-1.1089649798493078,-2.607278691866061,0.8034412756985397,3.458177227029187,-3.8647381149725932,-1.1364228625062336,-3.308355002900874,1.2488030842837288,-0.8146171503521906,-4.431678265940202,-0.3304212638402495,0.3420441157952285,-2.532650457502053,-1.4979421323719133,-1.4426627821067806,-2.816058884846892,3.4591869742778605,0.7497724442878609,3.0189429433352784,-4.117672933255184,-0.295395124547141,0.5499018660670982,0.31335690403991007,5.64787759563832,4.310733456623606,-2.808927929293328,-0.09540052197422212,-0.4266620181094485,-2.756594128459308,1.0052366974404325,-3.212568980877112,-0.8322712568814085,-2.6227383388322116,2.1275019529042196,-2.9320832421737877,-0.9373915749068825,5.1995044656618,-2.6584618916887015,1.5976755970632364,1.83176263290419,-2.8361314262207475,-2.0601264171965794,2.7598151329672906,-1.8097116943041418,-2.4031823548543016,2.564874451921397,-2.1224900593113634,-2.1196478854087575,-3.6638895092554926,0.3997951081988217,3.134875608819895,-1.019013827373493,4.913955177807368,-1.5342435062179824,0.564009757761661,-1.5624383223399776,5.136288543817036,5.091412312381149,-4.083385557204919,1.86453210082128,-0.7773598890593909,4.797167217804487,-1.1483615736164923,-1.495273369340645,0.0949817985870101,3.888195970733517,6.254729306786745,-2.689943425675849,-2.22859372824369,-2.1024299814996494,2.6336456114232845,2.1128215726826234,2.5986545805442542,5.1465962868654165,-1.1787015348141343,-0.8136145763030593,-2.7087247271385384,-3.3468236539977316,0.2506369023772579,2.3855337590512247,0.08122878563043007,4.1623235322959715,3.3603926355368876,2.3044862653086082,-1.7913207192868525,-3.150600531633317,-2.110761010845676,-0.4455127497849175,-3.362462874533283,3.116647178823395,4.288912181961888,2.8492300331035523,0.79390865906546,2.4687596479889424,3.0468652912311787,2.1106147005693616,-3.764596023158287,3.294718164299368,5.336226398656521,3.513759994236726,0.6449426464344279,4.29609791543036,4.929852372483163,-1.5263121650928653,-1.2413962073504674,2.4141209543893907,0.32072332907889384,-1.992838263729853,-1.3374029304236636,-1.453197750384614,-3.5732284953213482,0.07305500266314477,-1.5424350072052115,-2.4319231941540633,0.15768992805173387,0.7680627849086046,-3.8123850454891164,-3.9271958053820173,1.614855172838523,3.3681021547491414,-0.22580631706938797,-0.06583438208710428,2.96484436159442,-0.5181526593594958,-0.7416071902135837,2.0225684415887755,1.4022010268838976,-3.8818941719657225,0.3622137199574066,3.9348021951596146,4.474153602841248,-1.994156843448196,0.9460056099271852,3.2157465639882594,-2.8778132586461456,-0.7876143525395147,2.484084959832976,2.9814196586298376,-2.0672769741824197,-3.4436894675695857,1.5830600065341796,4.005771245554278,1.148050786196762,4.518909225221264,3.300301504125501,-2.252867496609895,-3.257271235223968,-0.9738337540738552,-1.2351879530232113,1.2363110075215913,-2.3177333765671273,4.931010541698649,2.0830911726471104,-3.8132030139462554,2.0847108769490346,0.5757355524342901,-2.4290558059690213,-1.1899645050917451,0.795619019443759,-4.321002743273795,3.6283211228737318,5.414520004960647,-2.3551587556645144,-1.0950374252843562,3.6017938001475343,0.7457936018326139,2.4243034540933355,-2.972658509896531,3.3266938535480226,-0.21749564141229472,1.4180370412976298,2.2183257208284584,1.3129727551850014,1.4775828567992768,-2.4871319366283906,0.6801458052871053,-3.8873433798419716,4.097832653218439,-2.5054828117044248,-2.9730607756685727,-3.696177417362035,1.6815587652118364,-3.4327593284370006,-1.5543626837381304,2.4769269180581874,-1.029169964772964,-0.5564758969481259,1.359550351053426,-0.27226257741749305,5.213358305392315,-1.1807964069517967,-2.5209621758665426,-2.137732327758777,1.7213218521224898,-1.4879054489873476,-1.527850612992108,0.3907035823006258,-0.9984314849351148,2.133960226455745,3.950085432227073,-1.4089750238614556,-1.7828747870827504,-1.2257559884718183,-2.4442340267485085,5.854273814780262,1.4928710574144222,-2.0756697055518,3.2093134174170665,5.114028930746562,0.08984391579824111,1.0400683235870591,-0.650250018573956,1.9177199489403638,5.179065037287271,-2.2597450078216172,2.621372725611426,-0.7148367352277399,1.7862043548350164,0.8767449492830645,3.093813096615192,-3.096443963625107,-2.0431069239505155,-4.20353691105922,2.03729444542849,1.226355606547338,2.502552562999474,-2.973959937761939,0.610198605701848,-0.7280595146514462,1.309307369507501,-2.5351229781141584,5.641776657137487,3.6263651567697397,0.7879414905007246,4.7254518145895545,0.3077438423597442,6.453535845681267,-1.2759808054218849,-4.443079221350947,0.11080522906131329,-1.095290876185447,2.778714207264203,2.782258221934782,2.316573662578951,3.9733625011518794,-0.5091627750867033,-4.1163968711753816,3.4149259134092738,2.1150445999960237,1.0566923867755733,-0.2767009515205869,-3.624029872467578,4.479485218432062,2.700283491000164,1.5107726366216128,4.055841304454936,-2.0797968452514883,-1.6472327809661544,-0.41814820963280724,-1.2116276772664258,-0.4881157946715376,1.76877011873493,0.8605049255341946,3.4302183709806737,4.2274932216822405,7.324202179246531,-1.116482049885526,-4.152896303818149,0.30666825326963687,3.5422719434488683,-3.9567347205980283,6.086423660647797,7.736782685592733,-1.5746834784089194,-1.6274207752400265,2.85632559616565,-4.257965708528943,1.012468983705285,-2.5563057846059296,-1.9158351659300825,3.6559950019690963,-2.2831822124292844,0.879753655384948,3.8287662546939063,-0.6936859256706317,3.401639363611505,2.0090020513130233,2.930564685578079,-1.0851069217433935,-1.2783350992791118,-0.23823922640080025,3.6737749162285733,2.619785482138254,-1.6100338310634863,-4.099198260869307,-3.2718050734611817,-3.777118047577754,1.2643259209929283,-3.325919464937152,4.040081045549598,4.538311455603269,5.463638701721522,-2.177389603641297,4.762556457757813,0.35232695790229873,-2.8962303175230417,0.04595609947622861,-0.3357428029515787,1.4181328106334732,-1.5131053436849435,-0.9125171751573311,-4.044851126151744,1.3319182150823972,3.0744817963657205,2.178232008328514,4.084904497089063,3.0014802564743484,-0.5014791834732771,5.9589373401277355,-2.269176492767034,1.5475622708439052,-2.1659337425941856,-3.0374225632530054,1.4792502251849486,-0.9072949986816042,2.4806842818597254,1.5975861362913377,-3.4776035252644992,1.3189324543784269,0.5500066642729469,0.7042645997778063,4.970475624695495,-3.7755318014848753,0.7587537644736344,1.2947238298957022,2.675437402056258,-0.39580943867061485,-2.230094918664224,2.6735686581751383,-1.9263454546894667,-3.107647035582018,0.4303778395321849,5.15225161950425,3.0106569189818395,-2.7380389038853528,-2.0090385650995572,-4.2375226349447885,3.649066233783878,-0.5203306652196038,-1.8195583846735943,-0.7190945672607397,3.863203879849297,-1.428411657376034,-0.6497762664911145,-3.079270278994472,-1.9141986215411833,0.42711343164739185,1.1052993142305427,3.545777513737423,-0.7595576326567784,-3.170698558009516,-2.1603424670248166,-1.5369072799942236,-1.242294520981639,0.9300659289570697,-4.076220434863327,2.408685375171797,-2.6248097120387106,-2.8991249603046,5.574008854118856,2.5776228398268146,2.078156548405987,-0.571535100404767,0.08501487021979909,-4.110116899857889,-2.6436616305415566,1.7641800081288819,0.22443967305058127,2.324541339825762,-0.17252002949803422,-1.1850151243682177,-0.02043838011595007,-0.4184157545266426,2.1351638591798507,3.2183447654919983,0.12201154828297814,-0.8742436481641842,-3.1082702852144526,-1.4043539932395064,-2.7614652624834064,0.4093536845031173,3.0894533237616857,-4.220842537169516,0.1628820721949405,2.366000406135205,1.70712721957256,0.7588022041220639,2.2820077216971106,6.197780490102234,1.1100770176484083,-1.0732268700180347,-0.537053320045119,-2.3745475980453516,-2.0783024092946127,1.5833032403506482,-0.7766838754403221,4.933206769143761,0.726030591851953,-3.4247409578595467,0.4666691413866363,-1.5680969003794347,-3.9548128971807825,3.745681637315485,-4.214346102675056,2.973828051566274,-1.2419145470353832,-1.7227966273602888,-1.2475543051840072,-3.182716545317289,-0.5972010700543434,0.7228542434014954,-3.719705596085217,6.195077940447858,0.3613332223492175,5.394694750766231,3.668909894478768,-1.2439062996354688,0.6049282561413959,0.6813453632035948,1.8242471301465066,0.4737823842078139,1.6839652726683383,2.078915668736215,2.7431006310890615,2.651607747141535,-2.4935234301997133,0.8298784508764402,-1.5447379115309956,0.2793484562099878,-0.017218691488610997,-1.7087370318140944,-3.251273274437291,-1.4155898264719655,1.1618460506677528,4.334340430190783,-0.9641430356241681,6.119158807428245,-1.249436898086094,-1.1166052654545544,-0.24232426112895974,4.808267377159296,3.3141608528193465,4.0936866861714165,2.8580470014322854,2.1403957362107278,-0.9003165879355542,-1.999184807540808,-2.8887149803934458,1.2862886151653912,-1.1694810776283233,3.7877292427889464,1.2257781709649602,2.168347248835603,2.2404165001049936,-3.394965033507024,3.8910186895924324,-2.464424380584753,-2.7630712599943017,3.6972388609136506,-0.9067286754768298,4.795189505565556,6.2636763430829605,6.033946477686938,2.680736791149319,-3.4441811136444263,-0.796159469676758,-2.0092139092309838,4.341362906178321,3.149221251368933,3.468286531291227,-2.9965326880611203,3.5900343016377594,0.39417673283968824,-3.7752404698591353,-2.985056934914954,3.4124595046696946,4.058470159123863,-1.8769939348265396,2.176654853983807,-2.210182657240694,1.3637026788519906,1.8080143798022983,-0.9483822178845425,4.611969318377366,0.20591225318057937,-4.014455265015196,2.253621013608093,1.7445917800053414,2.0308281643421116,1.4695494325456475,5.518184290616331,3.232475889456192,2.6785673117967104,-4.125635934104513,4.0887920441470165,3.766381905434643,-1.7787140651189448,-0.19763983523695927,-3.599153067942064,5.37113987441095,4.201740254771709,-3.854140311874689,-0.3635088350676786,2.3791688918017706,-0.3091656174221823,1.4070810651272545,-1.3501468426022751,-3.783727429507902,-0.0917252835542587,3.694840765437294,2.5882987743553314,5.281113553329531,1.2459757267649547,-1.1379359909220013,0.2875616926537948,-2.1038341516249828,-2.147099635421395,1.2900064419302129,5.035651877375726,-4.2147744221937335,-3.3929630030983864,-2.5209124785531576,-0.3686858618667663,3.5082659680989225,5.2671028418275405,-3.047723760920812,-1.7226093724789353,-2.0569132530328695,-1.3099615246121168,-1.0044121314989753,0.3367124747986414,-1.1877173877855047,-1.2865994254999797,1.3331730150607575,1.3267929328331483,-3.7878046767342495,-3.9015538958116616,2.77769531271349,2.928345489176232,2.769205916571112,2.9366707461172914,-1.5353703846437188,1.2049380918562071,-3.2908742144908163,-1.582172944116623,-0.1435202273469051,-0.20924388054772608,-1.9746432504004936,-4.0995654244703,-3.457859768625843,-2.25302659174719,1.649367983050901,-1.4962013055814507,-1.4474304107847116,-1.8257741974850576,-3.643477491568475,-0.8899593664539999,-0.6039596094650627,-1.8652679086031512,-3.089500791149376,-3.7358717628108904,-2.2348844857479753,2.919308877153885,-0.3053279846783386,-2.369574163639236,4.630009913727499,-1.5474096135004705,-1.4704844893416729,-3.4593441777200504,-0.990321253533856,0.16242862424622687,-1.346291478003993,2.382429177428938,0.6636972020212107,1.8286582611800883,-1.5370284905606728,4.303823621035631,-0.9703258912369316,6.3821337353422,-0.6786158977456266,2.016671605853832,-3.2533298385472547,-1.1601068007998585,-1.5066828209839267,2.75433044881927,1.676257457956674,-2.0721056710715917,-2.909276000492191,-0.5177754790181697,1.722886240831174,-3.2223278675575266,-2.035492326679707,-0.5033640367734586,-1.0972827480738023,-1.506458705443531,-2.32190942761822,1.1756212882118493,0.4183116170734649,-4.265580071878014,4.513309757934961,-0.9047075114466091,-1.2706100651204497,-3.033665991704606,-2.0951568927995914,-2.6280357786361184,-0.4258190657338029,-1.9628807251272113,2.744621508881326,1.205637141750171,2.7321843138228665,5.620924431690327,2.0102145492854313,-1.8981545455892375,1.4316373350480014,3.1739341123551563,-1.1699172875229806,-2.893328331009026,-2.5102607048136703,4.237324998402043,-2.513917314911103,0.32243094534821104,3.194711475957054,0.21932203440494102,-1.0169668800405627,-0.1659442888047441,0.4329420584554561,2.2137036293285446,-0.789457399762886,-2.304415054948107,1.9706148594753699,3.7986004092492096,3.7013119864303627,-1.835076141677349,2.372076710000632,0.2804403806855032,-1.4272894699461807,0.9176441164414433,-3.3566726481281797,-1.7223811967717766,-4.056363326792382,0.7135624918409846,-0.4452542961275168,-0.6905446193745183,0.9486476139491672,2.467645719851859,-3.8342338285373874,-0.41038643718171636,0.19842047921538683,-1.4042259629905742,-1.37131643594415,-0.539954077329318,-3.962583986167213,-2.3222122084807606,0.7157213268556285,-0.9108431636845125,3.431586042566309,-2.695132649726851,3.3174454013732806,1.7041569148620943,-3.6503651938358783,-1.6800701775914326,-1.106586063914239,-3.498470979730415,6.246730071624939,-1.0556286993371335,-1.0588216964565118,2.2639039198995756,-0.6962584459496763,1.6528657519464234,4.370404923864239,0.5071184320899509,1.731443608052663,2.0019365226435335,-0.2974344363025017,2.203736051203444,1.6331085362834161,1.1989110260137705,-1.5992633825326246,4.19406968870371,-3.0016570095142874,-2.521641124925581,-0.6592249023963683,3.1033568657034785,-1.053287522766015,-1.4184012836780622,-1.2685871473857706,-2.6768293012856126,0.6552412199653221,3.024026843983758,-1.831599347289184,-0.8391117147181952,-1.4865853463357004,-0.9770437259086533,2.9853715433720276,-0.22904411942648167,-2.533734970236935,2.4767773906666535,-0.8182347137806228,0.36248566618932665,2.698668730600377,4.02852620036445,1.3342692238435665,-0.4498698539981187,-0.2947428153598589,3.2048328216889277,-3.750036296111027,0.14504658351808747,-3.5367207840126773,-0.01824942348228877,-0.9557997954610172,3.8398935001869208,1.4871541255672098,3.537788343683254,-3.830507617705367,4.569080136711211,-3.308203521375842,-1.6993582317850757,-0.9166441738797023,-0.30822509306290613,3.875759757148626,2.631784463958043,5.94817445273166,-0.9301669881671141,1.2410991443493067,-2.7529561821476856,4.416642463715195,1.906028901835097,-1.0037931394974964,1.6710797703396583,-2.3753646455432125,-2.6346714153674395,-1.2686832668480101,4.220744467172253,-1.1774519175705807,-0.29368899045079794,3.335363319640125,-2.094252839179829,2.3264320641465397,3.188086308999942,5.629935923796504,4.219920840990091,-2.045925311730045,2.0740720660018503,4.853984560304612,2.2712029555910846,3.3277642027013083,-0.8583161077545327,-0.5876191807906073,1.8041545592180255,1.2774822286109722,1.9833635570389099,-2.4267755460948086,-4.018680815035181,-3.500499185917678,0.0845672107399274,2.7702957786497655,2.985024493750817,-2.3632341570661834,-0.31701617573484325,1.231908122442357,-0.09645716253161515,-1.1729468202963638,-0.05700979292115539,-2.8079525320473873,-1.6781380978429714,-0.461681966324938,-0.1628746607849405,-2.8700731175494174,0.6832447998180908,-3.7935891071214756,3.863478524766888,-2.489674492171858,3.4468379052433997,-3.402124097660718,1.448094611552528,2.1914348071804532,-2.8663340235190633,3.0000578044653996,-0.42641258702847834,-3.67080885333388,-1.6864164776651591,4.4650686723867725,-1.8439354966848893,6.079000149768528,4.54369244156546,1.0729612429239033,-0.68383511704346,-2.787775215364714,0.38670736034050546,-4.040671295183099,3.586020019442028,-1.7458240322917182,4.685394762319451,2.19703707152424,1.1681874541660207,4.264198234458669,-2.8479547593815053,-2.2456569778852153,2.783709170162413,3.175880940580432,-0.4964836775702013,0.028865986613789692,4.054964652759789,0.7306914940653343,-2.246739340273128,-3.908902240138583,5.588273176909565,-0.1607688371829225,-0.7506880276217163,-2.6152580396538427,-3.9323630513243595,-0.8351599082481708,-2.948784007998809,-1.1804961958059985,-0.2909138732762086,6.176782861121847,2.5001680137283193,3.6981289566155406,1.5680376280040085,2.4241972762707715,2.157491172127721,3.9860500487084547,-1.1027169322246586,4.234320601458198,5.849850922393581,-3.5157744575012178,1.3382831498040946,-0.9099518431089424,-2.8432948082615193,1.0356649763848857,-3.2988998156722396,0.21713465516308267,-2.281328802748497,-1.2099753264544026,-2.8489280482562545,3.218524810786792,-1.0604852034879748,4.310633361377589,0.62600947596556,-1.3914163182971306,-3.502927692855141,-3.2311131834847453,-0.984453808532892,1.105387329453933,-2.446776601818968,3.1127703479559847,3.2951031903485912,2.8206040906605625,1.0654992226984163,-2.469962959073745,-0.598967863651194,-0.6478781716034693,-0.20697422433327622,0.7768226612905803,2.4310008876068463,-4.292096016197329,0.9814259326519543,2.6805091653609674,-3.9595030802834774,0.46988061838743633,-1.2852759113887546,3.9676463717800043,2.434404580191488,2.97239056009249,-2.1373229649888876,0.8304921184411492,-4.000004330695573,-0.944727104164019,3.5137801510485933,-3.9131282520043373,1.7033818561000096,-0.4740940002241852,-3.559760930145634,1.306626069842114,-1.331895655724753,2.6041049675103896,-2.464758048785193,4.6733991134302375,-0.3102971915108056,0.20677287914322062,-2.2502842741455664,1.7155873976265918,1.1414007638364765,4.457087759905538,-3.9049343219921346,-3.0832117940337325,0.7743127858558772,-2.5832242141216306,3.4983785531762126,-3.10025296103096,-0.488609450634957,-1.09499458446741,-0.6008198183000885,-1.0021521356304035,-1.5237359519508833,-3.9382119745132482,-0.8084454205174069,4.399243266604085,4.693948476829386,-0.9046987349817837,2.097484264780492,-2.182930596740127,-1.9941479606159214,-0.2707884508924859,4.077564074739018,-1.7813114795703595,0.14894581212034552,-2.972043878152483,2.7052153619274533,1.6528198116262895,-3.131489533267289,-0.1492041290671995,-4.029950978626284,-0.1541607112966784,-1.0488356613746803,0.884433912505572,4.136648869687271,0.8182538064341306,-1.2409748844970678,-1.9678037659566867,-3.971705202244833,3.215814876197519,-3.607753458690139,-2.0745306890973256,1.486338946132524,-0.6168118018753596,3.4813605397100185,5.976244607314857,-1.3130614788095238,-1.136690949068939,-3.8375174950760056,-2.9987689527046886,-1.714159058929983,-1.3737788422612605,2.4472473536703108,-2.0683820123326937,5.392272688534052,1.867822313593026,3.7801558090394063,-1.5953499051194038,-3.6621690417996553,5.82639576027436,1.4224785911193785,5.461176392069871,-3.1545034616491052,2.685144246056374,-1.7934416468770267,-1.1990196955570462,-0.33750897185126455,3.1594291647445307,-0.9480644972140683,2.6570769638706278,2.358496940980884,-0.6641718048964131,-1.4229297275826707,2.355116159452258,-2.3902140875149107,2.648825220238602,-0.5272420127432724,-2.6290571450502163,-1.0620885629840306,2.955816148590204,-3.029783495788067,4.961026487312258,-3.7150355094946925,1.7092123221756954,1.7639181114872724,-1.110876727409068,-1.3649148686441255,-1.558816511991239,-2.969355059898761,1.0437869241384492,-2.6985540169809874,2.601674612800996,-2.3188683756880297,-1.4339665097986316,-3.9261038368060683,-3.0799623002841825,3.239108528310541,-1.662570732142943,4.738383838003231,3.100857658329514,-2.1239416914957556,-0.8965711228693047,-2.18515254341604,-1.2365664713487436,-0.3815099187502939,4.695160423857316,-1.925436235583918,-1.0058030396625417,-2.5641045215231646,-3.413398468997603,1.266568699662415,3.295909076678862,-1.3325778164940658,-0.9838555877762452,4.884688826452564,2.329997586803964,2.600433908270092,3.939289875947228,-2.7866218140736714,-3.0349138241846823,-0.9730345465648361,3.587469271158562,-0.5190472479753683,-0.6247998519722672,0.02259890144918822,1.0545849483331333,3.031103210156257,-1.5011159614542946,-1.3535137918761422,-0.4486521697652645,-3.7390450652281597,1.1825164317276964,0.7838591466350744,-2.4058933318924938,-0.23710994157650012,-1.3496349174790228,0.05662062436272265,2.859923296925652,3.1128638192764098,-4.083469348853661,5.443028552647443,-1.4609020395639862,3.1405312433559716,-2.027029626877718,0.5623640718284183,-0.8909708645933401,3.0042067620591446,-0.8169853348366756,5.726919326158793,-1.5467635169221134,2.3366376164646323,-0.556620415055189,2.8378338286245586,-0.8522560292768855,2.6715678033099417,-2.117068088886253,-3.5025052814706834,0.534176366346218,-1.9159509384560562,1.840788116153354,-2.4441136878870764,3.125105134026431,5.011756125149422,-2.3821404125233356,5.204144979382373,0.8619137976345429,3.6441992821687452,0.18768634310438023,-1.1838799221339313,-1.262184517877137,-0.1001632791763051,-1.2200879595159035,5.4442740135379895,-0.7482289105017894,-0.26063693429169116,1.7126520916796526,2.1734990777412326,-0.09722419263873626,5.3317842037483745,1.5779981438260136,-3.4626625505995445,-2.506329611242531,-2.399373390999995,-1.522596583721846,-0.46875192493485224,1.1250529551008592,-2.528440637154469,3.6408499521112248,-1.4705073299422704,4.33265975688171,1.647601879904986,-0.04434664893681077,-2.2137516644896054,-0.48129599234463205,-4.076345963678251,2.1481756614108445,2.025807169145665,-1.8053369075820576,-0.5156110927612166,-0.9627956891829422,2.8010149655256606,1.6015429856506314,-2.5733850077572225,-1.9905784473699728,-3.136702239683945,-2.1187577153726975,-0.9811142048013923,-3.1158761071794987,-1.2829576921077266,1.004275764328073,-1.1246059120064247,1.7702513755383917,-0.2776637079883131,-3.7189685978071765,-1.1264093695737034,-3.159814650515584,-2.0695057656266624,2.2967836759064615,-1.3717224408369892,-2.5561742044601927,3.9319517996181625,-2.3526621329736375,-1.4981300133298159,-2.9346037686953905,3.80425930880751,-2.3016311488531462,3.2061978844825183,3.2866207429213588,5.119491404768836,3.2069014623536813,4.52690384556746,-4.0539886073963105,-0.6794143365139526,1.0970667701182026,-0.9410092203319753,1.8045155637197572,1.7899696763035768,-1.1316802013902865,-2.034377008189124,0.8922041577721656,-0.026823799733269503,3.366100348820267,0.8965777902014439,0.27185380823852245,-3.065171707831685,-3.4219272104762593,4.6373318711309235,-1.0257427325536375,-2.703910048991885,-1.575900456237688,0.46319541589503166,-2.7319588791946865,-3.4457098292030097,-0.9158906219374287,3.4798560488293915,-2.1980774629222033,2.2023305295019098,-0.5669883482772833,-2.045008724323332,-0.9202432660803909,-2.685487116308745,5.2788772910923685,0.16580552904557191,-2.849748672716591,3.1136478328209565,0.046290508294088505,-3.640851101412587,5.065511920596891,-4.287287185177168,-3.6486609668546603,-2.1118535352967647,1.926421931639218,-2.805247459866539,-4.287813557194583,-4.172082814209677,1.975676914030008,-2.0621342734184447,-2.5733453686352408,-2.121596352502242,-1.2209499747778558,2.8262721947971516,1.9777120726679804,5.082293119331635,-0.7060967012847313,2.1662121554940046,3.322748247475582,2.9992328735002527,1.7390132994789123,0.015894418019087052,-0.6435733931203488,2.7664329971364254,1.5459796196944575,1.0358659104917567,-1.4652877832573208,0.22207692359506373,3.1081501255731694,0.860751741999154,-3.375768117583886,1.0171782161440275,5.395509855828499,-3.5299265233845216,2.436105494832284,-1.3112630210985854,0.38709343227872617,-3.411643427971277,1.940259989797479,4.114800641469861,0.853871053584394,2.4311855490432497,-0.47178746097215596,-3.808781689763614,3.3875678369199838,5.253516741942461,-3.971677565113894,-0.48128159202250287,4.194643167136363,3.452516779844624,-3.2499657450417256,0.3417827992031015,0.05362052409235866,-1.99799107895588,2.957414269653428,4.446133267815259,-0.2640664690761305,0.7270116979197428,6.165026620836867,-2.6528109835479077,-3.4561104967937326,-1.214248492981404,-1.7037483221855063,1.8374781961443312,0.4587610789468296,5.423353340254266,-3.834402649485203,-3.7441700342709114,5.089396679526563,-2.6598565157216028,0.5706460283368943,3.343552485011497,2.2041170052764474,-1.1633380673446754,2.0551197963640617,2.980698608870404,-0.07803350803720087,3.8719141984626204,1.932169507794807,5.15927274872334,-1.2692786432173921,2.4245283838869756,-2.4462974205211627,-0.08328063047869808,-0.6254271049381834,1.7258894191090763,3.1547319427910225,-2.968479536040822,-3.644585997214975,0.06629120478134298,-0.8514664701268497,4.4855595505551875,0.8848615401258111,-2.8695644181659086,-0.6340120565145401,-0.5137323646754035,-0.6606220299543425,-2.62898965338313,4.745613693321363,-3.0478820596313274,-3.7333318153969675,-0.07796209519371787,-0.4837933234337744,0.8353600724776062,3.5511051884431417,0.02906289066863363,2.171076071439266,1.945320599458219,-1.1040457428398909,-2.778670300355474,-3.9276026978311886,-1.9295906010339514,-0.8382653473086884,3.8907528988716193,-0.22045688786940987,5.210928227790683,3.094381735347663,0.7497242879630245,-2.3196439587663216,-0.7800305971988789,-4.049151620814138,0.9786707894943368,-0.11944777655137155,4.461801203856091,-3.2850338565121557,2.3608863379220657,1.292127660628682,-2.5598353127743074,-4.370158325946282,3.303619453812879,0.08352342005182892,-1.5683205242065934,4.088422743225547,-0.021423316744793645,-2.3588219015000766,-0.25104833868959836,-2.4319324208855884,-1.1751518495207027,4.495130651610291,-3.557506912543504,-4.15218645695351,2.1318671610311455,-0.07038954477426587,-1.2571623718362328,-2.135918260837649,0.7430401193888475,-3.3441850770405064,4.089495330764602,4.19063055348664,-2.8150786661580076,4.708210818384049,2.132686220972641,4.794216951748523,-3.9557357548935093,3.4039291112691923,-0.2408827829502942,-1.0191699847580513,-2.8815596557072714,-0.6726502755796151,-3.4655983411378224,-1.4140769461256113,-1.2289446328255669,-3.889536820141423,4.228230946642302,4.3018801231788215,-2.146601102736468,-1.4281602709633978,5.401875807095672,-1.2914907173941876,-0.6105791370380919,4.225167630028624,-1.8879888913970853,-1.9882779072755572,-2.6964306951907187,2.8140422913926857,0.2671124585129859,-0.5887171554715331,-0.514801139532631,2.4295008238103395,5.718435065004832,-2.6806652085694944,2.7743057370355877,3.40897923950187,-3.7483612415215135,-2.191150120246577,2.831204104949445,4.615004458145025,3.9851796973068834,3.9800241155591696,2.54174852654111,2.5584479319262683,-0.8620501192725621,0.02780076840157999,-1.308142655149977,-1.9573126938891627,-1.3886010733537637,-1.758283003089444,1.3395938767615958,0.1617451922351501,2.5932590905564896,0.49558251051982033,-0.3123100097924032,0.7413292182224354,-0.6616270263110251,-1.3898635437429312,3.609751053341812,-3.1818969249385423,-0.13631297173033083,-0.294822451516881,-3.838692224293637,-0.4752087412250733,-1.450606007415275,-2.1893479306416532,0.7222704907715984,1.891917525012927,-0.3398589804203776,-3.654475558984335,0.9919661637062184,4.964570995959765,6.099577647154017,-2.7867542472152347,-1.8615820647100094,-2.8805521396200966,-0.9258789515938838,-1.6363740149835626,4.893109507926232,5.049774298526611,4.490866319779436,2.4286692512076913,-0.6558469367434121,0.25450007673910097,5.85461167349886,4.428298634080251,3.5082767886609987,-2.0626163033792264,-0.12466296884264631,4.796415173951864,1.3724502067443949,2.935856544479269,-3.1048199872936397,3.3139026864195786,4.9698028560869245,2.307038336961699,-4.041270602381849,-0.7704940507858606,4.374457655500986,0.4830338125553544,5.4154281299471885,-2.3494429246673705,-3.0639683241692164,5.168636293182213,2.0540821265801723,0.323688671135561,-1.9142019552189335,0.9151559614113973,1.4569053277381026,-1.6491347062601807,-1.7114491395269136,1.2852413016270283,6.151234298082627,2.7539458553991727,-2.1767296640317775,-3.5493107055236406,4.510161703023369,-2.884521951629451,0.5350360441881634,3.7083643993030657,-0.6069895687144725,1.0694762096786996,-3.5298666092202704,-1.3353665237237473,-2.4214538628195545,1.7016266588525597,-1.3895434195284404,4.159191614617166,-1.6527148875376048,1.7419610156827732,-1.005689833353197,1.3634809266613974,-2.3150508501349374,0.5432351682024524,5.543914767053116,3.3528780275147967,6.052952189189727,-3.2425733066272815,5.983364320439013,1.6209356486115214,-4.12240526890899,-0.7406198896229371,0.321369115763631,3.696720849339228,-3.4180897462249598,-0.9894707473947602,-1.0030430057630373,-1.7850455019783664,-0.3897614612383452,0.8159448379193497,-1.1195592356658364,4.238634019412382,-2.7722454234648657,-1.3141902700364454,-0.5413187035803457,1.7418845121184516,-1.3258154016238417,1.3913876898096915,0.2155952155089629,-4.339322467760121,4.1187675662856265,3.0795721843811004,-1.6615519290405985,2.1774498863767917,1.3541996923523933,4.690369391970728,0.8195317489603238,-2.5405659844098896,1.913628743824359,-1.9132071724469002,-1.3475846184494273,-0.9665894439392121,0.4588699949194081,-3.7967597295197635,-3.1416138337800286,-0.19802443408177126,0.23048858056485158,-0.288878394084295,-3.057642905055288,-0.6610298785577273,-1.0271382381268817,-2.4912581633320516,-1.82892033068102,6.508819735254874,0.44577457381875746,-1.172386675862555,0.2896407801013429,5.966865246831618,-2.217375333766647,-1.2286852366399155,-3.546190992769487,-1.5230223703742696,-2.578398647747497,-0.03456616901474893,0.2405132870002237,-1.4862671405459529,3.182376033904423,-3.0963191418647864,-0.7255137236788278,2.952696623778606,-3.2070713344832216,2.570781790679122,3.2529665651282023,4.780947218796652,-1.2487433593742678,-2.669814346210406,4.240184782908613,-1.0889731483126222,-2.8365087014302954,2.4312453712548336,-0.6202951799420303,4.345087500736711,2.357210736764805,-3.1365451157516344,0.6387941300364136,-2.2543329880506873,-3.6539641604334205,-3.359609473434975,-0.1208044657500669,0.5246701765505392,3.0188855205225393,-1.3614327081521658,-1.916078584373164,-2.1167860180381517,-1.9449700897529965,-0.36218185260467783,3.811830886470983,0.04652955273430733,1.8788126210696894,-1.058657012544749,4.705343852900868,1.0038770076754937,-0.2949704987902354,3.481006521706158,3.9146719492874062,-1.7097347555343363,-1.747340022083948,5.260960957578901,0.353764032463668,-0.4796790474286412,1.8264340562919568,5.538410155186344,4.518143107873425,0.7240166828300503,-1.1344727640976782,5.36388886499819,3.212712812211528,1.2502579672153074,1.1723653659094115,2.909910304532858,0.9467507026982558,-0.48143611529435815,-4.123220360820965,-1.0850499134220144,-3.6525959406054493,-1.7583991549577165,-1.3474905357349394,-1.2805288009495812,1.2807327487176425,-2.833803345187319,-2.9636872839288437,6.264444413717109,3.7307204124693563,2.625983406809114,-1.6184423240602823,4.698472108752143,-2.657634933994022,-1.0530338609940928,2.9195051076438476,-0.25192970548845434,-3.1564038201860862,4.152530094184934,-2.679649438943032,-4.276044172143442,1.5759668529471234,1.2103223867875808,-2.7204110518540365,-2.471743690536306,-3.4261015919857165,-2.3689629868930218,3.570232131771756,-3.9839862981548197,-1.8283868554670482,4.689088752378136,4.096755432268145,0.013264299479823723,5.930320785516886,-1.6972747470851988,3.901509849240478,-2.4568624284225344,5.299354077925485,6.374458517752765,5.283456558519729,0.9888606622621628,-3.386185472752119,2.1976081880057485,1.7599170952980459,5.16414411154095,-2.99770484966835,0.765478126600197,4.862956340175319,-1.267794244480323,0.8857212383505226,1.1293901560575144,2.1911339120301556,-2.6612039031364123,-1.0189358258419345,2.1274568337926842,1.7990991639862044,4.10843017502117,-2.238623723020576,0.9935731604861676,1.4039309292054427,-4.399233344299431,3.2059993636248336,-4.171053803727124,-0.28929929018932177,-1.0716277516407717,-0.9104635641313376,-1.6334847515130386,5.105371757832605,-0.2121755113948325,-0.017599517342951187,-2.2119171709997723,3.0126715504172172,-0.6167447686522263,1.4401593913700594,5.045876870336747,3.611674703839808,3.1584537317932604,4.515571139333663,3.745176123744463,4.21766003400743,-3.3259774928426653,-1.410498572852094,-3.426438018900003,-3.684904155110765,5.560122776444472,0.8916421798895762,4.421128557263696,4.7611080713880085,1.005725703113304,-0.8034060749904647,-1.336160543794637,-1.6797440815082958,-2.777773102518405,4.337932009317802,0.5801046641837623,4.906251319082654,-4.162186340378083,-2.41484322713122,-1.187664993853046,-2.7755069881886083,2.093909367911426,-1.0115118372506464,-2.588130121568178,-2.7187929443484715,-4.040882270077237,2.4078659654717685,-2.5421788963282035,-1.8002636418337863,5.120232608587283,1.2754916227100879,-2.072713747144148,-3.48881660125429,-0.8208165214828776,-3.137913384413481,-3.2943985103751983,0.3027272765764334,2.573566909978752,2.8721433221310857,-3.745151767901321,-0.7107565615905709,-3.867762711185244,3.471473942561456,3.181439246874557,3.7312214636987497,1.7082540359259273,5.523087329192833,2.8532031468483643,-1.9940129168990983,-3.724258657700559,1.8650191043863473,-3.9656267969601076,-1.2435308394071252,-1.491247808514774,-2.3388631701264857,2.863407756786997,-4.031856127609061,-4.158469241453487,-3.136195891428531,1.692811554011773,2.1008108597266797,2.101359909757885,-1.659449815832462,5.198548561170476,1.378334222637436,-3.6573611641405073,1.0694017453115992,3.1150770468321096,-0.7055999943825447,-2.285810151161282,-3.9191181360292733,-1.2053175710271486,4.46982829707019,2.758029806167637,2.6379385338156154,-0.45600557284662785,-0.6457641581391644,2.025081750401853,0.1569080552701986,2.577163253742071,-1.6454341414613156,-1.0344688282715329,-0.45369244005869763,1.523714630499501,-2.073674231293303,-2.5087356184040193,4.785988980131274,-2.5898109313814195,2.461863614643781,4.285986699892199,-3.4517140514181244,0.9782495833448013,-1.732723701388097,-2.1358156640819073,2.265431331005987,5.587133019898498,-1.71457872886838,-1.8367001826577667,-1.7208520027575023,-1.409159193826881,-1.311439376101204,-3.552356896593692,-1.7273218912973332,-2.5160042364569395,-3.4945319755719284,1.4536062812713015,1.3505695463604614,1.1230000773934796,-1.9270093993965467,2.6313578967678617,-2.83689040197541,-1.8646510278830806,0.9862189576904627,-2.4391788885386734,-0.5805746852996343,-1.797055145008426,0.03167834574820487,-0.0020846720277405365,0.43225789097678274,0.29587888504814835,-4.001825799464975,5.099209779389645,3.703460510837977,1.012357112284721,1.272890790555651,-1.6670298127830416,-2.462904331677443,1.9058657419373974,-3.222986325581936,-3.013853119587016,-1.2495370413928053,4.69003633394365,-0.38991572710686156,-3.529612970220737,-0.6058543608231155,3.7777545101238403,-1.6696155248207563,-1.6547840891460408,-3.3887496139788746,0.9677407780730589,-0.9810848805418448,1.9100218533641578,-0.9959138056068011,-0.6212946997968186,3.3064484073424896,1.8121095738502133,-4.330204573062272,-1.9869483860435788,-3.5944316351236947,-2.4704700454083217,1.5107212996468335,1.4106260350540083,3.712760995430212,-0.52320231987378,0.7361340323291117,-0.8172678321269283,-0.8999273649716032,-1.0321300949221892,2.1600919292375265,0.24856691157949984,4.2705186731591445,0.2915255356677116,-0.5589505584794908,1.4097263691612965,5.277888821525767,0.9864031138454301,3.9824452101696033,6.549513064806389,-2.6294073046905115,4.041136179010329,0.006353026570578372,-1.4690164543804023,-0.4940941500073246,-3.3100172058745203,4.617242119644192,2.16178698680794,4.542788721167717,3.1590360628693803,3.9579797402222967,-2.903789724554762,-2.4615972233162586,-0.56747887778012,-1.672919517937907,2.1990298609489436,2.450335065580658,1.1125256430766481,-3.8742849792785448,1.3591438595070302,-2.2970699923208326,2.524732809521696,-1.356819152404256,-4.123109038563964,1.222421634040477,-1.418153123671766,-1.4692030246705077,0.8449278468160542,5.209410835183257,-0.03966278544944932,5.868970567520678,5.145676802008325,4.652268316154245,-1.1486491984798253,-3.2194841207173273,-4.105289811202069,-0.1665911352093546,-1.801092838125601,-1.4060334538197579,-1.1300591281089736,5.938881006825255,-2.2279416861372856,3.477796319364305,0.8937993352604544,-2.2748793191229124,5.301601391594305,-3.8484163050403066,-2.0431189992700687,-2.9250870011086794,1.5363993619939862,-2.856323716326551,-0.5072817650858704,-1.690245042869062,-2.9959670006307104,-3.8422678328689917,1.2461488336705961,-3.6256246541860633,-3.739769547519284,-2.6842889271187182,2.710984006194515,0.25631673364698077,6.24514045548656,1.1264252595777917,-1.1926417064481867,-4.0843841711889315,-4.006787713014731,5.754317832023652,-3.6028898852350544,-0.5172750444405803,-3.9758686441087114,-3.092470164082227,5.577812385632525,1.560919192864887,-3.423188932086258,-1.6108595942383837,2.7697329815690304,4.185377975201393,-2.4719888590705588,6.308262458336342,0.14594807506775231,4.826253124092046,4.189438611679437,3.2275400189755428,-2.6592835713052656,-0.6144131428979546,-0.036572125091734825,1.280844768322517,-2.222127173437335,-2.893789848869421,-1.9129035481247116,3.3924921161875075,-4.121704458697978,-0.23611743174800898,4.548201704409734,4.562398184488803,2.131942830016646,0.7151112163565188,4.785217571778681,0.5638718652103683,-3.2229486370798885,-0.1449385154651772,-1.2373425163773966,-3.5524763858839843,0.13990477484038327,2.9346927855715723,3.7856738766449105,-2.8323614241248865,-0.2499202040770374,0.7564845022370272,-0.5267352010129176,3.427205066410114,-4.120539170659772,-3.839953081932063,2.3561013383121816,0.3365037513207556,-1.5871072639926977,-2.6954106434717473,6.184866886088926,2.01066549203932,-1.554314665780104,-4.382310031671962,5.456841151720082,2.3371210392135144,0.05737802770647913,-3.1646829435622172,-0.21097461855513372,-1.4786310650267935,3.957997202715447,-4.356003269092053,0.15089515541047932,-4.214818898027342,3.3668848512103198,2.3819665794871354,-2.028403907440376,2.961124196968847,-2.3965913531810625,4.78988801110955,-1.6188165350627937,1.3946144847496256,-4.037672079299074,1.28771557041187,0.2995159986302665,-0.25888765608303765,-3.3175735277010703,-0.7866770891256035,1.628568748296601,-1.0982255257139615,-3.3737837868048337,-3.64754098577314,2.6389211076420374,-3.775866015242277,-0.4343576908323607,2.145370676224545,-2.3157523217849643,-1.3791170274906068,3.5703519155796393,-2.726069871685777,2.3161143150015735,1.1362474376189904,-2.902468087685793,-3.2029853007479,0.4547194871442208,-1.3696750691930395,2.3462954943291816,-3.309590044161203,-4.143176423368902,3.743250792089888,2.9420364952191975,4.388213549824473,-1.5335946410777783,2.4148072745984845,-2.864660031633102,2.1115110033908793,-1.974128106734921,-2.487651084009566,-1.4063362790882874,-4.055722426733729,3.848157699809158,-2.0784312442152566,2.6410737091644396,-1.2723369064937458,5.330002155424749,-2.343557789274261,6.906694210484758,-4.203559131335784,-4.071367909635579,2.5349968450899385,2.163215071678492,-3.4243392797470897,1.5909911694613732,0.20710611551783198,1.0754320305756195,-4.285247489743954,0.6338429607945025,-1.6672204240395412,3.951898146572206,-2.492262675552112,-2.4382956898714503,-2.1237746168145124,-0.256554783421832,-3.9216778095807077,-0.6469750643382814,4.221881144212039,-1.4691490616936422,0.7230613975053226,-0.14715767660696566,-1.9748951334054585,0.1212951136746847,-2.085747440838033,-0.650339669212268,-2.298364237786042,-1.2908007440903666,-3.4747798183811827,-0.414457439916591,-0.9502980892323836,4.084076948123082,-0.09198342243951944,-2.8564056097413872,0.776021385179898,3.037871501837803,4.566285081126123,0.42914295460136903,-2.980716431611743,-2.4075321237483385,4.336861357173596,2.142147338068566,0.12472167954221489,-1.0364808551933669,-1.5356818850582064,1.7645966024771111,-1.4107643267425598,-0.1515708995372656,1.5976054678279297,-3.138272069100881,-2.4900209964465745,3.9606665893248287,0.25538984235700407,1.9947396415389362,3.140036747656337,3.5918887142084097,-1.1651613076256182,-0.2836411161007005,3.0386556024944156,-2.4592688052628464,0.6937565976919263,-1.8574261514313006,0.4114891375331982,-0.336447825192007,-0.41590920548804217,4.826299228361811,-1.900172058461005,3.154864867116928,-4.017749053432367,4.149815948789459,-2.2800524323688656,-0.4664896837459617,2.74103929424357,-1.8637573969560666,-3.847482023221283,-0.7127464942255636,-4.291469899014236,-4.187441469257172,-0.6086389074012489,1.03833290654449,2.4278746913058007,-0.47947261159137144,-3.29780656084501,-1.973495745621771,3.4288416861369373,-1.9216478791323606,-0.5563645635737187,-2.92781226300672,-3.3342608247621692,-3.3740730300887267,-1.9709273583191211,-2.0763855564943174,5.38799909060608,0.8675934020189431,-3.185505567184022,5.2661104801639285,-2.49810620883832,0.32505416419254113,0.5573520805031152,2.7549304057178716,-1.8047086810521453,-3.3853645662263148,2.792389271283826,-3.0093249797621064,1.8586338191264102,3.109681964570998,1.6917194703848273,1.759896877369889,-0.9263682419611994,-2.9392784521160635,-0.723224672278894,5.242933157550414,-4.323996552046068,2.05192460518057,-0.015818184360651782,3.2968320740983335,-4.32373341144504,1.2313511937848038,-2.5139806782634873,-2.0595910745465336,-4.101135047233076,0.0410578168172923,4.759166618325128,0.42372116562814643,1.372734534188626,4.155481486033022,5.130094865935081,4.081166367901313,2.209329066706645,-0.5607077323867682,-2.1325031614433367,-4.075428836815681,-0.2989198708850635,1.6643187817486997,-3.2025880049210933,0.5782288164450804,1.2480008752256933,-0.031576327167743966,0.15471154655521724,-0.13365895866877506,5.081945606660796,3.8884989324799824,0.3785435360716497,4.760241760087204,2.6124255882361167,-0.14897691140154642,0.9854922182000941,-1.0582332934954974,3.5356315936964333,5.801830402746015,4.525252115013875,-1.5737862646989484,-2.582687669937481,-3.0454071607162962,-0.1706025010502829,6.001008333248661,1.7092394799601878,1.5029847359904744,-0.4058617502428457,3.7127260489096034,4.241252631002329,0.20759279359215888,2.989610473937704,-3.2011130852154883,3.923152854134074,3.721655864626269,-3.810864032294721,-0.8161658824163508,2.6459467344751952,1.513585648005433,0.393017182985244,1.0288479411763458,-2.3761763852538156,-0.002793565990455816,-3.410911511431376,-1.1362539853396803,-2.829286409762549,-3.1436219026013323,-1.2609153828845632,1.0660502028462637,-1.1145359266380006,-1.671656781043996,-2.3991611748664727,-1.0419884897424139,1.9922113858727353,-1.6585489135744844,-0.8317168121777343,3.215142227239118,2.2623822308773627,-2.9469984899043693,-2.512388479211249,-1.100627951396849,3.116247650305196,2.660644550632071,0.5809193996953986,3.7467716481697524,-0.6504368125140747,-2.699774194253281,-0.29518682825839704,-3.892527938383479,4.9768901725161445,-2.8383290626732913,-1.7838499422923795,-2.0025843820783673,-2.9473203386662514,6.45351637068564,-1.448499063554725,-4.306935686649169,-3.0334627757030392,0.6564745237768348,-1.9730539921086605,4.579518601124154,-0.24743605648983227,-3.8058566188643717,-3.5898187539443396,4.5300412452719465,-1.4970936492877884,0.5381340492838239,3.8095941202025747,4.98301585297269,0.04265288917428289,2.5498404055474357,4.199446525812585,1.5673972791437567,4.417963785597456,2.110749213673771,3.033451603778498,3.657375795811468,-1.4607511409989127,-1.6237461403810762,-2.598849550892476,1.4828068934407879,-3.2969713855966205,-2.4366204763262322,1.2797576505038593,2.967462061830698,1.1473623519297402,-3.7205795138891973,-2.419117977773129,-0.6490555902121086,-2.1694237338267754,-4.306042491445294,0.4785433458322029,-0.7893967133973101,-0.5452661933285673,1.1666461386337832,4.142347919627191,-2.3510372574897516,2.311856875624763,-0.9265370675691081,1.092130066049276,1.0508553327181434,-1.8399534583752808,-1.5995412623583676,0.978752689781874,2.662639830917256,-1.6523426944634312,0.1391597215922263,-2.363002169609145,-1.7000607156380285,3.442433134851985,-0.14072780796495493,3.0299116294247503,2.9010571811119013,-0.6458177882784883,3.5217391611136786,1.2365896160438457,4.402271228182458,5.870586032365909,-1.340462733935528,-0.09571709509631447,-3.4569812829587194,0.07300852830724251,-1.3825018107231657,1.2571299831576492,-1.0444946599760485,-3.6201183344521897,2.1463389447112995,-1.1591563745385973,-2.0303742560418674,-4.005830865966988,0.22891785740544285,3.264226600087909,-1.1047430119490045,2.319854140707042,1.4730891623584026,-2.8746044855376804,-1.1472280562032275,-1.7663476598216097,4.252664772553055,-1.3356056042858462,1.0502262159690001,-0.6584122161264037,-2.012670715064819,4.240356030871318,0.5415680286803508,2.9210570091158474,-2.0963756048992304,-4.178584643791208,0.03212853489378074,-2.352595036422744,2.6288787362255492,2.4604702422799245,-0.6737561530851371,1.6186399645021885,1.898201030703019,1.7240772968424183,0.6284030559616152,0.12676449580536456,1.9008719441216286,2.2692042706282414,1.400137607374453,2.1626783664855767,-2.1011463833419546,-3.7009067528775357,3.1088117730279414,2.5857527714526167,0.21103591531075866,-0.3085905695832014,-3.170090856164613,-2.477321138027295,-3.0885411525824784,3.5545638116650458,0.6938898438083534,2.9332216297997284,-1.032535591870859,2.4001258204995257,-2.929768850767239,-0.2441679906157708,-0.8508059417252539,-2.886904090357043,-1.3265258706339536,5.107292227494464,-2.0951648027480663,-2.7246639471884664,2.299863985269425,-0.5901877784225541,-0.3505554424569396,-3.450754210377611,-0.1514453448113023,-2.480310758601865,-1.200265122869681,5.696900984859815,2.7286562466441677,-0.3634101322356652,0.4565760170023082,1.7494277073945508,3.832333267513955,1.2019398079204116,-2.9412850196194533,-4.445574152770446,1.2128900269662772,-1.91494355541936,-1.0942516690907078,4.625675976652186,-1.9332148272116332,-3.226261640105325,-3.669994097139838,5.640996585399113,1.597414366964564,-1.343046437673823,-1.2075438693478018,-0.010702651677415667,-1.8586525791507233,-2.0912658522747445,1.9692703852069156,-2.788875101856536,-0.9238962770543462,4.765127308225378,0.5827092900384905,2.7186839753174286,-4.175529552481385,-1.9478094616295198,-3.8740878735437962,-0.13863400785315466,-1.8150045101777241,3.4607381300603954,1.485672344234674,3.1347946456111457,-4.075681820619923,-1.3492400992613593,-2.9768831306458017,-2.880659243957254,-1.8863038785791402,-1.290084660977842,-3.0868251153269277,5.244176925861945,5.939784253536775,-2.552770586378546,4.479997357860123,-1.0569709608915774,0.6222069191276025,6.358140946900772,-1.4795813705330216,-1.8020662776709213,-2.4806296564555854,-3.816408686420869,-0.4845281355347114,3.3784644570116598,0.24099972196841227,-2.5775398870795683,2.583709190455854,1.2076571456043583,-3.0277369402439436,1.3359469281190606,-1.8474487594892604,-3.678139978035364,-2.5159256670136587,3.938625334941719,-1.4039897633651102,-4.040552743022825,-0.20690519894003193,3.9756679697273016,1.5226875346950013,4.452417938923639,-3.688144414472697,3.205781717843912,2.423268279491352,-1.710413267891012,2.7352753909140763,-0.466206665402862,1.82207731045689,-3.7378153761513895,-1.594250811549355,2.8503150490772318,3.7695799848479843,2.566256795267634,2.365739334174636,1.5555131133114453,-2.378713807163714,1.7760950887804376,6.441946032229603,2.9529072998760952,4.521378317412899,-1.4539299722225087,-0.8298685445585835,1.572634032155349,-2.3959493926456576,-3.6038213040542915,0.8332800030827118,-3.6149890166607874,4.962016547990945,-0.5013805477024811,-1.7281483537241846,6.338923631191959,-2.123778664468929,-2.22420750132913,5.368612135288047,-2.5228915896802517,1.0603631394080337,-1.9735571764922555,-0.5803280811938119,-3.2394715161350005,5.410710188023255,-1.1217496707931112,-2.581789783867616,1.1926197225082529,-1.023359274627903,0.9779099110254029,0.5517432274168649,2.0347455634928076,-1.5365955711680903,1.704917529697955,0.900313216133798,4.700566615491421,2.3196044755261216,-4.059614983311834,-0.8729319358219821,-1.6275024457727776,0.18227510123339344,-3.8354756206725327,-1.7700290693803533,-2.4720306310936535,-3.1400192501419637,-2.488919945858403,-1.6112617060942065,2.1278930236133395,-1.324561397621091,3.673225052838086,3.97132087819343,0.3999768239927707,3.100217388295227,0.6100959727038976,-1.205467913331656,-2.509329304809491,-1.9919852119023123,4.812049834095952,5.7122738114116585,-2.2436693098972382,-1.090891920385262,-0.8668578238941445,2.922160377043326,-0.942636979213973,2.2190211316197037,2.219645000182992,4.689022624636102,-0.8570968731567271,-0.2995471813624347,-2.13202634681587,-0.4195142876670911,3.424365688417716,2.7437986024904846,-0.77344014555937,0.16445341648868445,2.885353923225673,2.405666409067361,-3.1954856526410373,2.07654309777539,0.9664469261632582,3.8771946895360307,4.083374279467808,-2.535319969108527,2.8963818442242246,-0.46474192589774527,-1.4543832697573813,2.5725032431608823,4.183973171650736,-4.271841614961974,-1.7487799919613687,-1.4581304321574313,-0.9519848406816448,-3.224977036232754,-0.6119503314406233,0.8133200722871713,-3.540214887208122,-2.8963647154637453,-2.9372212038808794,5.410001977341158,3.2417139275297826,0.5986169623725959,-1.6931312608911695,5.416195241170429,1.3033923283670867,-1.296343944952745,2.5907514282820947,-2.4319242435660917,-0.931728199656119,-1.8469342254981667,-0.08569905741549695,0.17798046564150527,1.7731994873061303,-1.823301052777,4.268084379002025,-0.6489068918595136,2.9469369808479553,3.679884221924657,5.539888341150888,0.8890740378235068,-0.4256110902281642,2.978341609367869,-1.8092836129407412,-1.8224318560427324,2.5434206033368216,4.738321034750604,-2.7255566441465016,4.9974769944338515,-1.8147656857051728,0.8594843226669476,4.7271616390157005,-0.03754102894360335,-1.8995999569418276,-0.2831785642393923,4.176088840440829,-3.790663938774518,-1.7141897224373872,0.23940679273088708,-3.7009347579303067,-1.0250431974253278,-2.23710448907395,-1.0455911932066135,-0.27141228541441814,2.8633778093224733,-2.347759515131428,-1.5795332814566032,-0.7419098663783105,-1.370015121980072,3.9364291641636715,-0.6565633787011981,4.562931891119846,4.917974832585747,-2.1206185521278753,3.598449370683698,0.354569094320617,3.1534372771542314,-3.344438462137473,-1.3588950554500385,3.009173213270703,-2.1761685895933764,3.5140999799897927,-0.8234853403158983,-3.33054862158366,1.0023677058467688,2.1255739666569617,1.5995483661652337,-2.908779661046382,-1.6144670700341328,0.8617096045429744,-1.7825869980864013,2.303478198601097,3.912912598742581,4.638138162653057,-1.797819874441397,-2.99476902175872,1.580128495784816,1.1579791908726196,0.4083987924236855,-3.7308050611205803,3.8579145945595417,-3.5751374144427652,-3.8550568043369275,-2.522190344783162,-1.1703509188269567,1.3417912985714089,4.139325226463492,2.822039661120302,6.004603729766329,-0.37688743181254947,2.8346370300021273,3.59417946010674,6.151534710064882,-4.191897555091688,-0.9316797955303477,-0.9833771120535594,-2.185151713482611,-1.5847551234121142,3.4025286510818935,4.222049565241893,-1.964762314441652,-4.052191753124472,3.675255157044802,-1.1170407224689471,3.31674228851764,5.07332794688219,-3.2635830885417696,-3.9617455890562727,-0.471156099076132,-0.7851331552850983,-0.06043484179305073,-1.4742884922935402,2.065109425893559,-1.2732995571998333,-2.71422338349377,-3.4580738900780625,2.885976049262197,5.8228634111479325,-0.8870730299220825,3.5380355820735576,1.1580563011973946,5.254672664908492,4.259219673483754,-3.116699484026742,-0.09535973311546987,-1.5621733307164125,-4.064393486143228,2.2195629192365183,-2.5211359405173828,-1.273612721210679,-2.9241250908871876,4.802810639888494,3.1713950885775617,2.4650431902294794,-3.327785459909069,-4.382313239365597,-1.6393782824206222,0.42346124290809534,-4.250829244034567,-0.05271396715186977,-2.7367598930971404,-2.3818444360150646,6.439138805494192,5.212727311610832,2.00274750854757,0.9917170233715644,4.225623504520332,2.540529488293359,-1.2823335105585731,1.4519042618944469,-0.8599149981492223,2.650628422876894,1.946763318973242,-0.044321903738360084,5.156927978726619,4.404543641658951,1.5945911857810233,6.039646928613198,-2.115006644291271,-2.9351675347239534,-3.704517399724639,-3.7079045506337334,4.001308174401371,-1.4731864293389427,-0.9664609021472189,-0.47133764730204925,3.9202576522466517,2.7990890164811013,0.40558896450383236,-2.11802563149867,5.121369616933238,-1.183893600698497,1.6857190620755333,-2.7093073472822664,-2.5772010945125423,-0.9700235197428635,0.2680962119227757,-1.078453343383769,-2.1392642349459705,-1.5366993688856954,3.5922732951023235,-1.5056217189700625,-0.6309827428336854,2.5129841673462234,2.5497989743286626,-0.4701902934864993,4.257644297150519,-3.8545427602451174,2.394424364263579,3.884909194468075,-1.13686394806936,-2.3938756560222174,0.9048177955067644,-4.367752880550587,-1.931337179307323,-1.328055177425961,-1.3399366968150297,2.060485258425523,1.5794748709749789,-1.8325014658231087,1.9763247335659726,-2.018833283923421,2.9265366009299716,-0.6390880443302682,1.4594906904647693,2.3263035557680807,-0.18598501286949012,-4.037500022301077,2.6712593209357025,-1.8348551873065473,-0.45873923008862816,-4.18848607038664,-2.9767443348237057,0.48805731322692614,1.0202012806776941,-0.08365134065215156,-2.675583063407133,2.1983354469134433,3.276782171793199,2.8923037510548566,2.214312799616724,-1.7544407528017032,-2.601517636183546,-2.3944921477539607,-0.4665240121347265,4.890248481396447,2.2009510675095383,-0.460818844842289,-1.143406806700009,3.499285850053155,-2.4894511268487354,4.005708526774531,-3.375090718889427,-3.8628997554444724,-3.3146781510072865,1.0703713092414382,1.9735448184808932,-1.2559036554133927,-2.9333499234883256,-0.8718331230398859,5.513704315408537,2.991261062114707,4.06461723761454,-0.894758913807987,1.935289167191175,0.8379748067573296,1.6238319866075603,-3.8539691484465273,5.289503205611317,1.129535492847606,1.5997539629681687,-1.5258430281674107,-3.7496034314312086,3.164219319965996,1.704469721698861,-3.124274874794951,0.5079225756280685,1.6621826720105162,0.832952329679404,0.9404281003199021,1.2253265542618519,-0.14815409832752108,2.286429786027286,3.8505817725920433,0.4372576465935676,-1.9413337370476988,0.5696264437496523,-1.7779059688628014,1.3334956082158802,0.4914712789457433,-0.23710902180910964,3.4054949865170383,-1.0893043599483907,-2.043441476824019,0.5591081479364157,-1.3400915640348596,-2.636351905284076,2.3509991791730767,4.954212734570645,3.8086116572303323,4.229368416407351,-4.044921515189152,-0.3932777367963709,-0.4872080666539197,-0.1956061767614015,0.6324748598041962,0.21301340193141027,1.913294325786579,1.340828950396199,-2.1057401005615484,3.195549134109839,1.374172120387344,-4.048948047520272,-0.6025609865074054,-2.2396924337021145,-1.225955730706663,-0.00830248407031636,-1.0344515586319274,-2.586676637773812,5.309185003625304,1.5179136984740067,-2.535993181044205,1.6793832827936916,-3.90746067818279,-0.221433888198206,-2.6555078135192804,-0.5079666712329496,5.190200106676721,-2.0616419515390407,4.381683272964909,-3.0076100529245533,-3.2171461275334368,-0.07587100655612534,-0.15087171238393013,-2.230996856793405,0.4300089029623913,1.7156570994425857,-0.9235660155997125,-0.8911248303249617,5.878551943364069,5.340604032977315,0.7927736524959894,-2.795626394514315,2.121606616604094,-1.7292692344907648,0.6866757025453125,-1.2859564480641863,4.174020673753427,-2.530769608579611,0.789291195553284,-4.228685683208515,-1.5489909314016093,-3.1611886587273466,5.097186209898127,0.3044606196759044,-0.679803349473566,3.7942407660648914,-3.866498062926682,5.524367738763388,1.6879133928315564,-2.2659246897299283,1.3750221668625573,-3.771552065194332,1.4471149258518357,-0.1789705781375561,5.3033095394846885,4.7211126519058535,3.8562669459419863,2.000422334525376,0.34929787584884875,-3.829780452660005,-0.7931061243872587,3.889180491310944,-0.6309915775161771,-3.698656750509737,-2.828678916541002,-0.8960079870859159,-0.4310647859621571,-1.2442247803753885,-1.8395479682821796,4.9637875801907825,5.739485213264234,6.153657063733593,0.5501937700799419,1.611886984794596,-2.8681541528025165,-3.9762852695854054,-2.14861654001513,-3.7160599871190416,4.532158679268155,-0.22946912245717543,-1.4284256990349915,0.8123363724456842,5.79818411747339,2.0923675248792777,-1.1678000709149692,-1.0951954982921315,3.250777935192482,-2.181108500575698,-0.5304989635666149,2.4901484337494773,0.06955373331768164,-0.27776749499465464,0.623668186517995,-2.7153129089453723,2.5150555758066453,-0.6921619384450182,-4.063622249082896,5.412840603392276,-1.8425741394974464,0.6984651858504561,5.290971681196583,0.11291737395796796,-3.489668813986606,0.5215084727753371,-0.046178752935403085,-4.049212856705969,-2.191789980906967,-1.790811025317182,-2.1405915848059944,-1.0696450882537203,-0.4906313596402599,-2.0866799272694796,-1.6959017755428951,-2.428844342094818,4.616884683406056,-1.8827210057538193,-3.1051042719242403,-1.551610325446582,1.0080175867225696,0.26086179581908303,-0.4847077632003624,-2.587929703827083,5.221478678833698,5.560220393114432,-3.589477461650438,0.5042341086217866,-3.7190310681685053,-3.06982930731996,-0.5886445291936525,-2.1947043374719724,1.0058355585470364,-1.2298455388219416,-0.5833765317252642,-3.0349378683678556,4.957699592230698,0.3860596161121246,4.201574472823193,-4.083832133434046,1.6919513889904574,2.4067803774480696,-2.0488846536265486,-2.7416632089243116,-2.91183857270108,2.644830196559675,3.792278638518429,4.396498911523546,-2.8911739152714757,-1.421875961658684,-1.1614173726907526,3.834630997816278,2.117049585982834,-0.44410297406721566,-2.893600507740528,4.54949139151514,4.294839324291847,4.857341018506027,3.8794397861202734,3.3549382087188366,4.469491473803041,-2.4368328684803173,1.126044806262827,4.991313920729982,2.3917598343974285,-0.5744551994912303,-0.616357648793944,3.300693572608656,-2.388776496028442,-0.9161777176272703,0.5068688078590885,3.1847164614670787,4.3285241889177115,7.854490641646587,-0.7594338268200065,-1.7490666277492213,2.285596610450398,2.96700097680581,-2.8978369889538933,-3.5327316368176307,-1.2758132070567483,-3.279216291903971,-0.6353056785128728,1.07735259290039,0.628458616062537,-2.021515426602055,3.9985840950323026,-0.4915962674125085,3.157151919746121,-1.6156775637150913,5.548901774483253,-3.0596812142634664,-2.2364750584572786,-2.730736640011155,2.224470797706021,3.4937237191770345,-1.6507781787133047,-2.4387528921288975,-1.5120568117108273,1.7106518227672682,-2.722179844641816,-2.1048118603904555,-1.2888106112668076,-3.9677007334645746,3.990682699363137,-1.338777079010727,0.7641343384466284,-3.216857024350967,3.723647349433023,-3.9179067832605234,3.0059128594342885,5.827510267105793,-2.6085888752592323,4.5126023644368845,-1.5190100238007176,0.7111422783852586,5.341864067863211,-0.7398011789889577,-2.2579899223121664,3.615945738074151,2.9047792479744676,-2.936029990530506,2.064947881535004,3.3447524070402506,-4.119850003178571,4.728326079181849,2.8244797680311198,5.919933766973332,-0.4040501670461569,-0.7795267762170421,-2.1808235712933928,3.170015627871096,-0.9449416934999343,2.283853219979054,-2.7384187876851422,-0.9211328415924935,4.1671228160956275,1.8927895582745229,4.582286134470575,0.31829050495715017,-1.3261219337320467,-2.988230820088224,0.45750309829011054,-2.503504133061846,0.45182919261305116,2.113573310749536,2.079602724566169,0.5772313930385241,3.202382542337154,-2.689891916548847,1.8156144859706427,-0.3199154015156364,-1.2509841888197448,4.547407158472631,-1.2564622995146244,-0.7682985239537118,2.903923673312621,-0.9762435892018567,1.0716779350084906,3.390512204655714,4.29865152476746,-4.084001520406267,0.7181337210851712,-0.32635169017442905,-1.6272279204876814,-0.516388760749479,2.5578581184091536,2.7146371793297663,-3.9609532879045375,-2.271569121057682,2.746191501262182,4.57891304244171,2.5422814315939846,-0.4814317305683856,-0.6449935686642961,-0.7843530975091638,-1.256358992287964,1.7063091597773792,-0.756184838499828,3.905729361594976,-0.9106485898357369,4.432751798940003,1.396492934058452,3.3160670042485387,-0.7536228594301669,-1.3104960687897749,-4.048019402785164,-1.2892512412635604,0.9523110720800616,-1.2735701476184915,2.709410555490121,1.8613917742681592,-0.15840610757881343,5.637534078503593,2.3949509028155735,-2.751837577827123,-1.6498811723558617,2.2077344975549864,0.924549293533218,0.5782545204346728,4.993749350508078,1.5806109538775865,-3.9704671842978887,3.9376806338061052,-2.312828815498981,-2.5291238266618357,-2.203054394213123,0.3914774991099589,-3.5410963909711914,-3.764282201648621,2.683778534587313,-1.1988400382597677,2.0751638542401305,2.9377039242779803,-0.9397030339979645,-2.93177548789577,-2.4120953915522776,-3.7937068602725716,-0.9801963444353157,4.418223540013817,2.7538233414744817,-1.888979767523879,-0.5193903163988395,0.25094128215051087,5.830010999920611,-1.2767886868644511,-0.7686406046008789,-2.376041066985735,-2.7426997723005333,-1.6900275978286505,-0.9037015602118466,3.464647717197074,1.8111333805942171,-2.092726544362026,-2.2214468508823866,2.4295335763639367,4.186331817565549,-3.781398905174113,-3.80520513864403,6.600501813299474,2.7517748930655967,-3.7688570170424684,0.4258517762449548,-0.36236818689471817,-0.4888527502369433,-3.12691252486047,0.47925378308716154,5.515786810467576,-1.088453252945122,-1.0038943452529945,-2.448601808414247,6.231646889076043,-0.561565109676992,0.9609561732403736,-0.11620679799043722,-4.1698474324139045,-1.3923993194471471,-3.3662204416879957,1.4399432250621291,-2.3018317149586798,-2.748107708189085,2.2280928008050847,-0.9178350063489028,-2.8136683341946918,-0.8774378408012401,2.80383174180208,-1.8665306773115984,0.6207518066370146,0.8989938028987062,4.856110850692077,-1.716748757813803,-1.3441247775161016,-1.6201592650579233,1.6840960762946406,1.0922269135653815,-1.5474096129979553,-1.440205919782261,0.015109893215330898,-2.6860626743893707,3.1402096498938827,-2.672972221370276,4.810969800775766,0.8837876965705865,3.7443082189376535,2.549754599306734,-2.5136402049795343,2.7742329267970542,-2.318970707171448,-0.20865738333780567,-3.162337799015976,-1.706633115097014,-0.1803756157247112,-3.061451682269976,0.47295189477678623,1.9003672096086486,-1.104109847938222,6.729699794692677,1.3332863560972115,1.3438985584072307,5.583353422869284,2.0781751624159956,-2.5848404849925934,0.798136442401894,0.5059264319486764,-1.466051168093854,3.2698009983479484,-1.1656045070956258,5.741006560942574,1.8672029988357572,3.3085421296399704,0.9170921008172024,-2.178850602870418,0.9291431353151871,-0.12696566679252438,-2.1649272875426555,3.540282077270248,-1.466917269819734,2.5578662575149607,-4.121122574594391,-1.1658971062977068,-0.9087688570364921,-4.157449259206269,3.36124461694529,4.059806635576189,-0.10090562128772798,-0.5770384901049506,-1.883132459821095,4.04222710112151,-2.39261178519474,-2.93872549359659,-4.2236108984257505,-1.2070171313825526,0.9061046572266345,-1.0859030802321825,1.7599400627726147,-1.1646688806759786,-1.7151267296715202,-2.186077495551711,-1.1036994362900443,-3.7992444654654127,-0.3045507348757194,-1.3748054443513358,3.743612461220881,2.918789645132622,-0.026434096606672845,-4.046024966021626,-1.7617114118905266,-2.2164016708529974,-1.8185564319114258,-2.820781401544282,-0.4569848808094798,4.292348022031768,2.624643547456023,5.5762089691424475,-3.2138623002689406,2.4917051214050496,1.9242262275781676,-2.133911066075009,4.136310507333671,-2.1898641716381704,-0.5828569622524306,2.708443804680433,5.571805061237528,5.3603479024309575,4.5382716002466115,-3.72992392682941,5.250643118701956,-0.7624207242967972,0.7095190149288564,0.5471083164321375,0.826709189594749,5.95534068878485,2.395814984859941,-3.2469897596301562,-2.219568118135989,-4.025649546153204,-0.7688590166821356,-0.49248936514718084,-1.0126320761233703,4.664658911095088,-2.1503545125502654,0.14242044675948295,-1.8963589857465246,3.184990376339121,-2.91655429252506,3.7074794666153945,-0.8800008491515344,1.30129199183085,-0.4378507420546424,0.4415698928885925,3.8394624515209297,1.432297364312909,0.04764186003887388,1.2128751813208791,-1.5407968837947326,-1.783753263310985,3.6516795926555057,-0.07139489531049867,7.741540439803333,-0.5531695504061159,0.9905667840571758,1.8504842265724861,1.9029822782987198,1.3229229633473891,4.975424069274071,-1.3229313417385593,-0.8893259715185221,-1.340868092425577,1.6296873243980894,4.358884135087946,-1.6698069415358767,2.7602559173668957,2.9112346815173256,-1.893981625086528,4.860863292915712,-4.078250959539656,3.735213138486695,3.6507073917435244,2.3610461064392108,-1.0538214267671981,-0.11129113068919541,4.6261670209333,-0.04025229250597222,-1.051796862936354,0.6008138306018668,-0.24002212020211977,3.2893834694191315,0.4485566830341851,3.2655295779471873,-1.9724463565294423,0.8082976807001504,1.4824586296917606,4.645252701290886,3.5282773890946113,2.5730236392493384,0.8597697239539492,4.558059289168232,2.4986109900426485,4.388222673131576,-0.4709652227560555,-2.882110238875132,-2.169463938883608,1.791165942807697,2.9073411412060697,0.46573224739687025,3.442407511612649,-4.488906243350575,-1.406342442209825,0.5782148931207761,0.6723656956916095,1.8209454374940086,3.318347557829708,3.135454256746428,3.329519264816507,5.840971086843451,-1.3321605081681247,6.825921224528526,3.1263354470180906,1.7941747780197939,-0.18102005168213597,-1.1381998725618374,1.7416729191900147,-0.7518713565438659,-1.2629812497432682,-3.522494425210751,-3.5044939618996755,-0.5042574413471982,-0.7000786499282047,-2.201949330834025,2.30968088105046,4.957907322933291,-3.455406978025352,1.0765350579513873,5.538221646798944,-3.2292023169477195,-1.1173410680695581,3.5971717393100544,3.6352592196694666,2.158749350104861,-1.0609578257943089,-2.2361348491082267,-2.3262129856270626,0.24444445182226318,-0.2887648787833159,1.5522837724166787,3.877957733478479,-2.9739826168839008,-4.187260244709557,-2.319861387589779,-0.8250122605959583,-3.2711660147269797,-2.1588485912473274,4.073935191728731,2.4561960997711934,2.3376743416327788,5.270552836111369,2.6164775710879664,-1.6441166174226929,4.460881604765642,0.1676541145830421,-1.1774886790323433,3.8689798295286972,1.0676546120650376,5.713250331224995,-2.749264237173716,3.25155487344809,1.9843356874279225,2.997562230210551,0.1102556697878469,5.100091816980501,-2.4752674911050945,3.7591604237910246,1.49761575543368,2.7890048878680895,-1.1263804098735914,-0.6932035472990692,-1.31791483857971,-1.4461390601336654,2.66662210377671,3.392066861163309,-2.645148746303966,3.674195131629769,4.791958911799032,2.9149277597831476,1.9740831699998975,1.693926291393028,-3.8498367545007457,0.0068938448111315566,1.403777769514056,-2.4414220558914765,1.3471789302660673,3.181767470327039,-2.817336233032858,0.03664196014916269,-3.565335577381518,1.9932314917595253,-0.3441504308504706,-0.5987354370811787,2.2065161577476906,-0.5829459625847241,-1.7887395018167005,5.56735821380934,5.153820155885517,-1.9009969781062341,-2.438196913976795,3.5672637051849465,-2.072045438667079,2.9366289205001763,-2.6148687265788375,-2.257115322569495,-1.2822084990516298,-0.36671912314243893,-0.19376781162928292,-1.7105231490845467,2.371283831436291,-3.2601874954697405,-1.7694672845284571,-1.3111816864540753,-4.163875850946325,-0.18212994138828467,-0.6571208100019603,0.8611918542974167,3.7668385221549383,-0.3736768215664716,-1.776875039004384,-2.463372103005236,-0.9848892935998707,1.7168182860227663,0.7167866730115109,-0.6422366337553067,1.267278174488909,-1.07088677372837,-1.01904874615179,1.1881342172653917,-3.9651745530266496,1.939585295935129,0.9965884833506157,-2.9684024769071082,-0.7752562218891732,4.440657374332039,-2.743221504521766,4.039389604151175,-1.6261406486164673,-0.6848679893902849,-3.331171228432315,-2.442875038038161,-2.0867853997480976,-0.39664351320206404,-1.4001600623863255,5.958827420477471,-1.771085285522128,2.2148817850281004,-4.158287072869654,-3.9221719161487285,-0.4797031539967725,3.9013911441689415,2.4300298301887255,2.335530726000351,3.8905834742942798,4.011930442171287,-3.1751588290115604,5.007849389525136,-2.559529131089481,-2.1691893164851166,-2.8112969769176717,-2.1077082516107275,-3.26738796096306,-2.540391046332879,-3.8420497100600057,2.4105148054601413,0.4791518940359202,-3.999909003998221,-1.4442015870113105,-1.900000786030489,0.1276598790447926,0.7487915088041531,-1.1134036323593364,-0.30160260144574846,-0.9458098493636425,-0.4708429822213786,0.08799222391729644,3.3870016969049623,3.9136211130137757,0.963862751421831,-4.1403140172018915,-3.6740632282055237,4.850089337357285,-0.38663278692506076,-3.084277540034273,0.07386499747943367,-2.8003092578283675,-2.23175356165215,-3.43815388482264,-0.026973777613665487,4.011806333045139,-4.047706954732628,-2.022894341776237,-3.389858321566985,2.255385170698295,2.4345279776730835,-2.605024824387048,0.5988146130208575,-1.9004966742232554,-1.3131318794010338,-2.4814418169735624,1.0324859424235724,1.9698855776343827,4.524767298560171,1.9281113361596367,-3.610954028435269,0.9492010331356843,-2.3321217962032326,1.3339568961847144,-3.195447355205539,-0.6712824856270829,3.391548628242625,-3.7965100653657387,3.3961787503489114,-2.2734788373538297,-2.899251277387956,1.017855184959348,-0.9392783857639488,-1.504061236838243,1.890303838843251,-1.6310432435140916,-1.8789590813603272,2.0105200583056777,-4.206050749197829,-0.8321437445691303,-0.04324802411764323,1.7426248527661379,-0.5824756966907833,1.971148634265209,0.30954853297962853,-4.383996374718168,-1.8458677489476423,-3.772362998234069,5.19090251617083,-3.51030503437688,-1.1360203334396628,-1.8696995248150003,1.8345971077515184,-0.7043372781516688,0.37188388393433125,-1.3595173057206202,-1.8346707525999588,5.062905417048141,-0.9810147754253835,-2.6539495645659468,-3.6644760979620403,-1.2360556227998982,4.781464606891894,-2.157453633951292,-4.484348659464073,1.8141406074414972,1.1196122976392096,-0.4534820434311452,1.4932388608009275,0.5898570895293941,-2.933520927829956,-0.7322284677443358,-3.8360764398938145,-2.811484571178789,-2.575684062214993,-3.4543674203068386,1.0772328347321958,-2.8533536910166064,0.10258574790509445,1.478334518295067,2.2522691967222155,4.865224241721772,1.091571606280256,-3.7079746335106267,6.077275446717319,-0.029702265442415932,0.2151027773947305,1.5127723543898848,4.880091015275395,2.763620557829978,-4.3864232799685,-1.8116770233066553,0.7113208019114212,-0.2243292045900258,-1.6562613183282233,4.42956480108813,-2.1723195363021652,-3.188927010182655,0.8530781448292369,3.6052744695418824,-1.1942071267708876,2.075018166693555,2.5375247717831013,0.5728516001749109,-0.6661338398863095,-1.3440611907135949,-0.3745907830687168,-2.4048615093505323,6.416174807327565,-0.8000872113526398,3.472673658463057,4.745613643655206,-3.3070239661427516,-3.110728941811156,3.6332611152733887,6.740808439690595,1.498354322040627,-0.33284641142289145,-3.2756500559005577,5.650327950326621,2.7882398622282683,-0.3930022536399708,2.4695153069288276,-2.451565129273599,4.2895199541072895,-1.8293607000307794,-3.914693164277461,-0.8542579542310136,2.1049934066932776,1.3431748135001302,1.2972917413762104,-1.5237436594732343,-1.9674953623709177,2.315537960869203,5.7774629744966886,-0.8478116654166097,4.006870002191211,-1.8993757737600274,-0.7313101189785666,-2.23538909366747,-2.381732098383341,5.192068984769349,-3.255352715278369,-1.975215150824832,-1.4136310084828694,-3.065971314237329,-3.8820691863824304,-2.519250256591072,2.96712126744891,-1.3171635073728507,2.9958062028918797,-4.194598411921247,1.2198037689119376,1.516161665097327,-2.29017280300484,-3.4535452256901076,-1.9869552944633713,-1.0300678598577653,-1.4039346121232932,4.163788680310143,-1.7601614748823122,-2.462266156361139,0.8781937280944816,-0.24194915342626233,-1.892149792264188,-0.7457329663691319,2.40250455013401,3.689054058137324,-0.4861354108630136,-2.7521438424658653,1.0176400871147524,-1.2029419913133146,-1.031221105857581,0.6933970896163413,0.2321747297999944,-1.4163753116807947,5.132448485385599,-4.043263587459118,-1.159318892956847,3.161230017719107,1.7583829065763021,4.988642571824965,-0.11398035425859594,-0.8845015639191564,0.22781904342968884,0.19373992111370286,-2.0279935452960864,-0.8541105934160301,1.5936892788199102,-1.1218342992796468,-1.8020837641895688,1.8737869749621499,-1.0205172565903213,2.6108353632398686,0.12705561017393543,-2.710757761809693,2.309842687939237,-3.2900257608048644,-2.4903524329096407,0.15056786618336648,2.7931699776401,-0.9310626869335388,-2.919981300745056,-1.8783292001267287,-0.09879904346029326,1.9168863027282774,1.3328950904305,1.6984253763142072,0.10616258363803488,0.8517375035365843,-1.7553927578783792,3.5771567155779618,-2.8846068874204898,-1.4334733994222804,-2.8829140013573977,0.39356386150897654,-2.4610294348795527,0.7234474938078156,-1.7794018193291161,-3.645471766817071,-0.6944055872853743,2.310692775897976,-2.388872126604657,-2.242471180658034,1.1382763748216103,-2.1442280994439042,5.447828983356253,-2.582765367986984,-0.6316787861101237,-1.7700731851541849,2.9812399035123587,-2.70138930166633,-2.8959311144669604,4.758752282369461,2.4038324214025386,-0.857871142892921,0.6695873003232515,-1.7611285668768135,-1.9219952792030681,-2.872447933647408,2.2557953981081846,-1.4098600259229095,-0.8069864045782081,-3.3375139869756114,1.7054039167447943,1.371924700611469,-2.639919548279283,-3.4850701331735454,-1.1220026562842083,-3.7821831248846873,-1.6369252252169897,0.1881067052264748,-3.901134326815623,3.8074276486716543,-3.942560274763894,-1.5742332452075138,-2.227967221923473,-0.38707397384141173,0.38109713729313016,-2.3853364812402678,2.7741323191532317,-3.834267699129028,3.3144356723830093,-1.8431271312104718,-0.9104999412411886,1.9615076665590978,-0.7307006007271403,-1.6744850612943278,-0.5173636367218327,-1.7130835030140958,-0.9936158010653674,-1.9204031983094294,-2.1505165630974443,3.21076228277986,4.406516036535188,4.391148487009466,-2.9214530148937516,-1.1684436688357969,-0.0951036726951356,1.8160789461285667,5.667598909633767,5.254773853370433,0.1848251499404018,-2.1690482546212686,1.1277159052319365,2.5023626215077965,-0.9342780822463758,4.331914498077262,3.8490015968218283,1.7453427447493652,-2.6394260762254866,-3.813118781738016,4.16477421455332,2.0092575602420086,-0.9249405286994468,3.661899017869938,-3.741919835140672,-3.2268121563104684,-3.8712978211246565,-2.902186209030268,-1.986573225726465,0.40731058843156465,0.38962899443286114,-1.4276513619057163,-0.43975961495772575,5.539195031891303,1.7397505103412612,-2.163065391438398,5.539490314858065,-2.285469575208796,-2.1432666664969227,-2.348216862142355,-3.380389835451115,2.0604748767751784,2.2635543180950024,4.728369195280765,0.05045181145669491,0.7204398481237593,1.426241248640872,0.9451171233512384,-2.779893126124498,5.701294001020258,-1.5983376193380554,-3.8869890866520023,-4.075743370616121,-1.2717404086466622,2.2457447557717325,1.8057538741840802,-2.939798828420982,0.16535399731189807,-0.8106294207374329,6.165164109309483,-3.868597868237409,-3.51402868501548,2.9760307413795117,-2.1501969173342155,1.1147066873918927,2.1099896678575005,-4.155722502793859,2.915054863683318,4.924024902747547,5.054891297863142,1.9400653012200368,-0.5267663171103774,3.3503931680714385,-2.7762025926886054,-3.8994619703194853,5.82866306786607,1.494516066231576,3.1587814900925677,5.436124344616659,-1.7877104369742516,-1.850369666806345,5.436197664520976,-2.3320030096346347,2.7314842120532155,3.951354456480907,-1.773320668991061,-0.2786310541456121,0.12562999894555318,-2.2420403077616644,-2.6172521429829514,3.038046191498145,2.562964623081998,3.179987291757061,2.046876920380072,-2.8906131010698277,2.4444643537999937,2.1781796470056407,4.720871760224645,-2.117144439473862,1.7003984063841375,5.000220695728022,-2.9380801788298094,-4.14363936472864,-1.6215795828346051,5.421764205589525,4.354220261385681,3.875456814100887,3.5054142381581,0.8267110490378738,1.2158781797277272,3.1915432335763145,-1.9510246044309032,4.093274883521936,-2.7090853337078395,0.7258376330675239,-0.03622941871952443,3.8716773826337376,-3.1012824367168124,3.286335040873801,-1.500976499333695,-1.6487499869909379,1.4667175356753321,0.6135043387323209,3.030475150432718,-2.5037980206734263,-3.428010135919356,-1.3420137294055912,-1.9772709454827238,1.7356597390496493,1.175825102905838,2.4822717495278455,-2.1891838516373308,4.2363279945732,-0.4380877475231377,-0.3223833661357973,-3.7646847521037157,-2.927560315008773,0.8333318439174354,1.0831480336761186,-3.8334336949582086,-1.0319574367202706,2.969099805429899,3.5132999945561,-3.1585190213482535,-1.350048101779762,5.037867626995222,0.7169412098879415,3.2759544449376876,-0.739832390479496,5.301612409383479,4.121716345450528,-3.226317594375312,-2.62043041256811,-1.2643051407551655,1.4792475922014703,-1.9590480322397097,3.3232607630501234,-0.23274828990016566,-3.618676166849361,1.3235146751539684,2.093939882661355,0.0476606807875434,1.2008334390170552,0.26744545763817856,4.008321460304806,3.359467659485337,0.9771539577067975,1.136790084423522,4.893563684389961,3.7537425368711284,-0.19876041357949847,1.4153445546753103,3.90087335392333,-3.9166598129373456,0.38753622197198173,3.4084021425570987,-3.5673859789810636,-0.9318952516045645,-1.3652810858519484,-1.9003444425168103,-3.8701296875061644,2.6000643464449915,-0.7014942425384874,2.6634010665503816,4.236809905934283,0.9590006622523419,4.92494030708331,1.3072204724214471,-0.8542454027610659,-2.185253873854385,-1.1089573950707148,-2.853240884124335,3.432890449080643,1.5787622988703574,-2.8683765048813283,-2.5406061556516217,2.502202412173494,-1.0609200153961993,-2.270595412540236,-3.894343253233103,2.996697162702666,-1.058136027063011,-2.8928956223846156,4.605666520656488,0.6605744958945632,-1.29210471150477,4.790797281431828,2.388014236761217,2.1575484439828947,0.4052200118144743,-0.9207984879315837,-0.13344782410205286,1.0141005230347453,2.0702049393127977,6.303441297615262,3.691676424598947,-0.1216926753621864,-1.5059336692782097,-1.7370700078917258,5.870949666210256,-1.26754891912492,1.237118588683116,0.5153200589397632,1.8696344804723821,0.6877015406833956,0.573504834136545,0.34988465557208565,0.12468063118045322,1.748945108487833,-1.5501573708215115,-2.651286915417887,3.363199633809626,-2.36457990822257,-3.5856652304427907,0.4933338513461988,-0.9570612959254384,1.3357962562362853,3.7514633375360953,-1.7116037419153194,3.4463215920855768,1.4108059320490183,0.08501223486238413,1.5894080143135711,-3.8595475851675083,-1.109481008560123,2.434015207471666,-4.169581615317201,-2.4092890284791286,0.0037857740111659614,-0.6129121407651076,1.2403312961890824,-0.12880247589201185,-0.03148257615675212,-0.8179900430719923,1.1717962287181738,3.314290340805763,-1.4803625430994396,-1.882156501530291,-1.782146477339984,-1.4426994575200973,-3.1019924491151905,-1.1757780514299567,-2.3764137392470865,4.019362906744205,-3.399996424980243,0.8527174028876183,2.390166652808174,4.992291386202438,-0.9314849409072803,-1.7589883607899215,1.2558071878616488,2.932029655976696,1.2924897494144705,3.436800553102847,-3.466215753807301,-2.4542552191928517,1.219197871749769,-1.7453344869389968,2.5558479619744903,-3.9990075349835132,-1.6585617985582308,4.972172653934426,1.8499235168483321,3.8114136099899056,2.370114289862877,4.096706174501991,1.4433870081555953,-0.4851640112793844,1.1612976481750414,4.479701698347693,-0.5162181726192749,3.8370612278414202,-1.8368497782380224,0.1244323369091591,-0.6044434726444393,-1.0088528392470193,-0.7165876481958888,0.00346443282579846,-3.1116166425609135,1.8992095769328887,0.8108195350715752,-2.828929649408231,2.273720711444081,-1.2748054407344362,0.6463254005899985,3.39053950675126,3.604673970464089,-3.653679785146,-3.1809545503461227,1.3421203819380456,3.2303566449368195,-3.4811987080413322,-1.5555360110309173,-4.365625172724003,4.258532477418584,8.16962312662204,0.6154892017267116,-2.24822432807344,-2.342860415035583,-2.57360661790048,-0.7336067253036305,4.969105289616395,2.024328097294691,-0.6222436759504271,-4.2483177115223985,4.01701510952322,1.0492956270122,3.9707416813352707,3.1987629745183024,4.0495813910344785,-3.4583029435085693,-1.6014610137919187,-1.8571078447600549,-1.2553851616690022,-2.2802941770887992,-0.7336703517934905,-1.2544247459672038,-3.454888270203813,4.150186641030676,2.4436761766714894,1.8558122587497927,1.9289147482505264,-0.5543597994765372,-1.1514642735042635,-1.766901073473177,1.9205533869825215,-3.9720746634621937,-1.027421350838472,-1.4218711215627402,2.9816993097405193,0.3435798337331493,-3.905929342396402,-1.6676810113330558,3.08142274953706,-1.456122296361457,0.5273822826375085,-0.22294842689208882,-2.032697105972862,1.1057716649713132,1.6483058589968667,-2.2440345004908226,3.7989883063117587,0.49025416275286654,1.9374718497201238,2.4100546251292205,-4.263923362684185,-1.8134227556852718,5.019976270770163,-2.7006656242921285,-3.006737359580992,-3.8842343422222485,-0.3966150714182812,-2.8100443964178856,-1.7489934204053876,-1.830806438541685,-1.7682668885545645,-1.1289811717367157,4.673427260295399,2.893973434293116,-0.3419814181704236,-1.935215874270684,2.1942571725838,-0.015366139863082332,2.300425080935553,1.5855421108299896,4.426273005271231,-2.789473524237494,-3.569203017565253,0.8761458330999661,2.4063112684397727,-2.4373677187922107,-3.271852897591007,1.0524990880209277,2.900180550142631,0.013022249713889864,-1.6893287797438066,0.00827283310592082,5.131463887647928,-2.3361051974925275,5.01146749793097,2.423180161543834,-0.09318503044344267,1.7576056033330218,0.1269764898044162,1.1441046920487912,4.370099152720947,0.24819268229062982,1.302895225474881,1.969353455326863,-2.355374088335546,6.556825670489236,1.9557469382809154,0.9751025422061999,4.37281185033614,-0.22422957054809384,-4.243007638659727,3.3811301478211426,2.7329332726457847,4.293143957225016,0.28430644719386855,1.2914491347152706,-0.19313377904638493,-0.8299057230793262,4.9024281346721015,3.591615234147368,-2.5050558361718736,-2.4864667977003063,5.875388658103518,3.4461007015960425,-2.446821052258404,-3.375578227662594,0.7575461064247038,-1.5516660399304678,5.15841114229695,-1.2450068312669014,4.481556814488996,-4.351364701980072,-1.8645152392027318,3.4158957033014543,-3.339626257206651,2.0715491774616215,-0.17380376396933764,3.4594976547560816,-1.1170844039834242,-2.657620968602972,0.05215887516385474,3.23028525728684,0.25067235290688955,-0.7813354936487871,-3.4644769127791406,-4.166642549644156,-0.4265637884425037,-2.425970357238032,0.29921916263862414,6.297696241849856,-2.7043032108764797,-0.006136749225869681,-2.1773588125963004,-3.9248906041918104,-1.2545422830327575,-1.961214077265454,-0.6289451564421631,-1.5519332700416706,-2.1422490296451557,0.3650330437468411,-3.422273920839852,4.449652585882413,-3.666910722630421,-1.6320745538055839,5.203720665256983,-3.0852278246192464,1.8853496997039465,-1.6111095260394297,-2.121918284070977,4.201482379207201,1.7658928216903007,-0.07523561121223593,2.9662416701632406,0.18143179558524608,-2.366787325673047,-2.555155470135357,1.9642064703930198,3.2040188066954536,-0.8140940467823241,0.3522792958951565,2.39036636142973,-2.143178090734115,0.14248133946675837,-4.133070037966502,3.915188761950596,-2.9145902084727404,-2.7874674849137406,-2.936842851526455,-1.4509430337991673,-1.0988282632763988,2.760927666967013,-3.8874859246674602,-0.8562923707329713,-3.5139102297954175,-0.5118752946301125,-1.1549900914502271,-0.3168886394527853,1.1323277906879843,1.5628287129937322,1.8071913280523888,1.3172591599571974,-4.044479343364836,1.4933403956843823,-0.9336371444562002,2.9367687448005073,5.554897717965604,1.7701540300494232,0.6202076551647823,-1.8926832939242528,0.017487029008463068,2.0854033354803083,3.066518473708454,5.727588670715076,-1.1349809789262832,-1.1040989490097572,4.377363754673571,0.09999129583945067,-0.12631284303458679,-0.3288693747737671,2.204460282909785,-1.2865230601373567,-1.1716758229308986,0.08951172816241806,0.8509614115832108,-1.484403817433577,4.020746351376953,1.216982541422023,3.314221408731397,2.4258779207195547,0.5944271506663493,2.1540140585989445,-0.11352088613313414,-2.2321170631559237,-0.23925559214952435,5.417061469184454,-0.5937859284598143,-1.0395237635883643,6.080883182236367,3.77924102060796,-2.287662828626034,4.478660286763062,1.5172302272430807,-2.8913867868548975,0.07592943608636657,-2.1579026006810333,3.1833516021592865,-2.9812223282574437,0.38612566180425384,2.54088942718412,-3.6199871843811207,2.5232605894877227,-0.7314900876477792,5.852594911155139,5.461103741797236,-1.7400710382561542,3.6381317945343694,1.3863936508221544,3.6342699593875336,2.8520156752335213,-3.964975830396766,0.5716173176266286,4.68780526025781,2.6943068302888697,-0.22912476405024565,-0.7832652954451965,-2.4972208061192602,-4.114065288786605,-2.312974099811583,-0.9552598484636944,-2.1986686894928225,0.761099644938957,2.3305503991882826,2.007560098872061,1.1890273172856318,3.7946449769784283,1.8175150078687745,2.8083496552522202,-1.3135234196116183,3.8546255675887764,-2.6722811958401578,-0.36121680411869106,4.908562532311985,-0.17305735223621435,-1.986487545352053,1.0007563501580725,1.0414312764974196,1.8354930407976875,2.494362558762988,5.251347035150828,-0.6047579575783019,3.7393266992247716,0.039887091294868185,-0.5634331862320362,-2.1528700963494516,5.324969622319998,-1.2004779954364626,1.5573412848836448,-2.8560800888711375,4.0942924868609305,0.9448237139720813,0.9208974312767556,-1.7551189956279316,-2.2697354039990634,-3.3899336583147006,-2.724144132163894,3.94097154582008,1.2752485565429694,0.7223770026163917,0.33341144748580714,2.11125756917763,-4.017182326061951,-1.3524846534868755,-1.2968509122644831,0.9147484728887171,-1.856645693080061,2.6034748904125995,5.715140788699177,-1.442176283091849,3.5589141548131185],\"y\":[4.8637827253597115,3.14108007149475,4.281548777538863,3.6437503844270966,2.3231964096263837,3.1790577496773507,2.134822655967521,3.141292889657962,2.747249344649832,2.0159151903868016,4.428122540160697,3.3078277745330618,2.963130232294729,4.8128071379570425,5.8066752631283345,4.522005643717417,4.345916877320764,3.907646165803312,5.092592607177012,1.829767503788413,4.412930670930282,3.954295660345686,3.729404408548868,3.819389435138719,2.5968203699062316,0.99391400471207,3.194077253183279,5.637696279120591,4.671540137246709,3.8726639196415005,5.790011993171641,4.195917788883027,1.7020692760523055,5.557499871495817,5.46490001992178,2.563399976923748,3.381211496331058,4.35459521561561,2.2645749733518965,4.329898178110788,3.55150710726781,1.1479383584136265,4.9069736487214985,4.770926284271459,3.5680143900947514,4.293824628584836,5.209567300378821,4.915823848107646,3.9223406715450406,3.3690434675061334,4.046678600090223,2.6966085025901805,5.803848134911603,4.928106598127726,2.771053333196335,4.065914689497775,5.438444745464343,5.090885553412389,3.391641589968372,5.644177447842386,4.4214647518516195,4.262768922045154,3.39675266924865,4.444481753208346,4.2499983142407745,4.278089700910069,1.932910763804664,3.8882981088072883,3.3806198995890813,4.684023358145092,3.810382179254247,3.286675911931971,3.543724115204534,3.0237582174444446,3.8148546119924243,1.5781638714855972,4.247882245369058,4.498266199226562,3.9048251894909196,2.254009306058004,3.887981778525101,4.326457924529266,3.8659384681492686,2.863377347783319,3.133292143384456,5.374392748767007,3.9326827884661273,4.179277470109801,5.051454033509252,3.705606425730321,3.178713533569068,5.32926009576299,4.719616905007353,4.157362064759192,2.011444423653096,4.759201715300156,3.019267215176774,4.518142297988448,3.379985469441424,3.2357119140281516,3.7550230813504,4.143797574406816,4.15954593826202,5.425048440280279,3.5182720820822735,3.4760571008975854,4.591666994108717,4.42263082400675,3.433716408605577,4.712059093508092,3.9240767535060823,5.642630459100998,3.1809711063686383,4.206081469962019,3.166344143295238,3.5613607803608613,3.0880202259576564,3.3228718638465113,3.6768149497137417,4.0144823199178035,1.979453792840386,3.273690007708304,5.700445053726121,3.5790658105463544,4.630656982181136,4.149962858968367,4.536994005249582,4.65928694864379,4.354774713943017,4.058222225442342,2.67517953663028,3.276694551749456,4.888250418147796,1.9457032201459827,6.96105229145689,3.1834667663697664,1.7204452980401421,2.7784646021527153,3.0161357617845947,5.028904118555767,3.312273639176738,2.9747204184156555,0.8861321195025113,3.7678029279291687,2.3365962113993266,4.257599934272914,3.8931060650302394,3.063117620051777,3.996253342841559,3.161755205295503,5.023977682389711,4.862410537829803,5.180154862030776,4.9168622010036795,2.9106453889281316,3.4466570009635924,3.345303599446681,3.5678210202579916,2.87482579071953,3.1518238365652973,3.33409099018772,3.7127273347879584,4.499789134844842,2.9017147576547284,4.672759647209252,4.524496801427766,4.034478148023924,2.9626474680249433,3.3123963305191224,3.2735854452313466,4.05596079885968,4.4395064289210024,2.987574747315716,5.400304224104813,2.4135820411092785,1.0406978473820587,3.1062043642326054,3.84774232628635,2.6758776064264884,2.8740205441781983,4.03271979725945,4.077480972331981,3.8681177001447544,4.990320383723069,4.031160118557063,2.586423712612793,3.4004572011470025,4.832326519426188,2.28069285287124,4.469966091561419,1.9117761766684593,3.4847086664114,3.2468424754083047,3.610871914833122,1.8807698516386286,2.6901115617541085,3.8728614317917494,3.0407361893797917,1.9697461849188787,1.7473955257653235,3.4369083395965903,3.011204650874767,4.298081065747753,3.3801834021470447,3.4224939530735607,3.1569111363602533,3.7313362066079816,3.6470031963494347,4.361511976945695,3.820136558370546,3.678243461756911,2.981326796553946,3.0227697158536833,4.420452133714886,4.813774150612805,3.533806827416675,3.615985445059411,4.029680274763813,3.1004554042022914,2.6401224099570264,4.340497269271362,2.8046556620612852,3.6511656246258735,3.034293410723558,5.409390972559412,3.183156401661027,3.574330916569364,2.7028922265509117,3.2438586788470256,3.252426325143365,5.614445458219413,4.285689928466524,2.911845916810853,4.976271943384303,4.17384558640074,3.3670355817559154,3.6906461460180786,4.352651137209576,2.416199454517041,4.781152961745414,4.049504185064116,2.9931299761288885,2.64762618506519,5.189119685938732,4.174895616822233,4.088039754280384,2.041626901412138,4.457773035634337,4.654736797384585,4.238269463257454,4.44715159521081,3.37949066448384,3.799027338979445,3.8427763063132026,3.9512693645009667,3.3139920774277543,2.342912352626813,2.7761685537449763,2.247148897445852,3.687303589539051,3.212670031278412,4.303232083308528,4.597271859447043,2.6532888012013798,2.7949468323633804,3.2837919619117972,2.868364162922377,4.836648620753186,4.6652292370443655,3.0915722412367264,3.5227217548196608,2.500419774428792,2.9031149965628846,3.5364256741835183,5.5879417135927785,3.377616679894729,2.749252347561699,2.5176733052098923,2.817881933873668,1.9891424818965073,3.0843492115244193,3.4388811646255966,3.812050259764592,3.0172653831829686,4.030413606030512,3.533634529787424,3.5906316679918224,2.781086981360688,3.0291727180255763,4.370056139972125,2.8922255352352186,4.692474061661196,3.2733750243390194,1.915706425063551,2.370418874407351,4.085431296674048,3.991709462607371,2.800327886719569,5.317556354458094,4.5167725125789575,2.7922607213673545,3.94998357105514,3.3089514041861188,3.540090617587546,2.33880103587174,3.1283112996106444,1.5525038517309557,2.81935172441868,2.05450510759336,4.355764746754824,3.63738666691379,3.935390175886135,3.7337782513120863,2.356422216380565,2.0215532798810867,3.2199239683043124,3.251997316454859,4.151952204467912,3.0661241486520843,2.202160464562914,4.372836501440273,4.730756998481997,2.284648218816455,4.940934708813658,4.703991491868161,4.163144751147921,2.361182326885879,4.3631845432307825,2.3703084475865306,3.023781572470366,4.022269150870764,5.447802561321087,3.0212107250618967,4.370864557237365,3.092505618781939,2.5833500574091657,4.0612636864157565,4.6286637357518625,4.025111707929002,3.5913249675080654,3.2170622133463476,3.470681435620673,4.3182478578681005,2.5561295656465695,2.895465069173553,4.744533952216773,3.5728381482660154,4.214390518063013,4.520610948216767,4.794558896985171,3.9544753357439557,4.5481032165645905,3.629344510896685,3.9439852756676803,4.35727641693871,5.149296381420851,4.0476638708948505,3.2064383603425313,2.671138342882899,3.0364067348345896,4.220792060211505,4.783556027100239,2.800638992184556,1.827852681804067,2.272327494363674,3.1332098169864255,2.86969912517238,2.5808392828811137,3.1487009693070545,4.0397174778666205,1.8976428012035527,4.0001136426521775,4.057462277708516,1.1618642633305138,3.690154682761937,0.14751445554313478,2.300571662639873,2.8289684506834516,2.184033944597502,3.8061947359244748,4.087795928133114,2.3480310036490186,1.835477241588383,1.8627514449095703,5.476339443156866,3.61936512234915,3.2098316848084436,3.9136784846785964,2.137035757552309,1.933781627799198,2.3166649670647113,5.081800699471678,2.508191381151008,4.388763813813865,2.6199758963653528,2.7912255975149134,4.022898224213842,4.393114452795218,4.138345689337702,2.185114148531767,2.216977799424495,2.313136413771908,3.796239460155204,3.4570566669762455,3.598600624254053,3.9326104862331555,3.360051482018162,2.247157636167694,5.113581582540842,3.33051874005737,4.156847677393254,2.9613879110517947,3.905541423301311,3.5287606006758216,3.9839100404284036,4.117235432411644,2.9489519455284414,2.899562238070204,4.218336923460734,2.1264292993503178,1.6431515064702555,-0.4274990893767724,3.995098729057452,4.102103707984346,3.9528656835364995,3.542732043403793,3.1058173590290816,3.033588320112293,1.9820433972287865,3.4027419734166493,3.7180692015003602,3.367631838515015,2.813689282116175,2.151965036270975,2.8679154309431425,1.900799893269625,3.21644504875386,4.3514741109800275,2.9514048089363647,3.238570945649478,2.119145705390604,4.579732730926815,4.977303989421187,4.504926011359561,4.904154711748995,4.7102571203774675,2.058306048552555,3.8139588885262805,4.013237012031368,2.0368479533010175,3.3054278489796145,3.0539187964798327,4.212871827699995,4.2273678592788215,3.1454219982178953,3.280473321479352,3.37826540457808,2.777776569477556,4.115354520873556,4.510498544588243,2.7231781784141544,3.5783971235073606,3.427985185685572,4.239229460761527,3.852974265717557,1.9488929597201547,5.328045323979781,4.30793696576592,2.605409590461127,3.222240092074559,4.451736373476558,2.9569910030236697,4.658155891809021,2.5430435820295867,4.521837024608522,3.6740815686447,-0.584105662537238,0.022803078477942336,0.21667498222955808,1.4625812413137018,-0.5536357089476348,-1.0899318045809414,0.7219434504493623,-0.2493767193950693,1.3713850999370467,1.1321373975401323,0.24895143012958695,-0.4451339691693581,1.2986541969443126,0.43090228583928963,-3.0762175234253863,0.32288650732433105,0.13852780352544278,1.029913740097103,0.7011169614219379,0.20482910296910622,0.14571018725539758,1.5527571182345752,0.43430160552681984,0.26717947208241893,2.3947001020576244,0.5714625020040333,-0.5350209852136443,0.4254891609122156,0.4217380561423499,-0.9078891286566279,1.2678816584969836,-0.025579135198135868,1.1262106636317082,-0.3399293422698523,1.4039521206579133,1.1116927298958061,-0.024152064759602358,0.5403025240583201,0.34395232910416085,0.5419015851374339,0.7253670024229777,1.0266868033865,-0.9306189856186079,-0.6982450668545175,-0.8364500013484912,0.8512666304751185,1.2695039568315614,0.5678537320804135,0.6768371234296349,0.034335054058748586,-2.0056194675429264,-0.2925711219725141,0.8186639955861669,-0.35990129724010916,-1.2480515023123557,0.43358184985336845,0.23830156465890406,-0.5708195811875711,-0.6616179312557728,0.5449426374908396,-0.4492117633814552,0.06271507094493813,0.19510613906214658,0.4185019172787676,0.516319439467075,1.1585846470490688,0.8803761609825907,-0.9330013438279062,-0.5369053070001617,-0.18601648805183213,0.5247502251608815,-0.5360933614131626,0.6685631361208897,1.1290889792806862,-1.4772331298724608,0.07884349401610152,1.6206790495618515,-1.2143228447689207,-1.7766329938123033,0.7240450432365892,-0.051513146443537695,-0.9892463878612087,0.2873812934388416,0.28039829241308034,-1.2803634680876375,-1.4192422683928714,-0.5801040476334549,-1.9663012290802202,0.9223264466311797,0.8107895334427337,0.3708442787441091,1.439377571301696,0.2167763206367993,0.03532405594386833,0.22115679644137862,-1.1670592772544883,-1.5316211455341737,-0.6131514795778124,-0.2814209419218803,0.1679065839789103,-2.0179522810736126,1.1650673828215852,-0.24731371739390978,-0.15385969366797456,-0.31441400872433567,-0.4570548812142044,-0.46479069403795503,0.6898352309437685,0.1700626180593509,0.2708514002345956,0.3524828305661993,-2.739486361328666,-1.5777739192088858,-0.17278241680037107,0.5108842456597271,-0.2714172183507537,0.39507477468193114,-0.2830222622872229,0.7125886819775961,-0.023905968996340076,-0.11703153267824368,0.06544131604030659,-0.27417993041272776,-1.1086332136062123,0.003347488559722448,-0.6964932225858131,0.5703918978062718,-1.0837339343635808,-0.8152845495230574,-0.22389780199016485,-1.329547784818365,0.5620012285359147,-0.8125171235749944,1.289790614989276,0.006164193301252124,-0.7268963692837024,-0.5701915420110649,-0.15554686121296238,-0.3163335267516095,-1.5700489091622163,0.6217585101586335,-0.4993031413927456,1.073750666728202,0.19571425737979695,-0.2831208457043517,-0.7966370458394895,1.498242818162367,-0.7149944847015723,-0.6482138591907931,-0.37607936142970455,-0.1657440085747851,2.0634714349949914,-1.3119435884940869,-0.15744833793461038,0.10496556951989879,0.9211821738520232,0.8230972905590291,-1.4027764163085545,-0.9416409392149919,0.38738953254065106,-2.395762186109116,0.06720522007706152,0.4881876056401082,-0.6915277198960098,0.11069529469838602,-0.3900618630549429,0.7262207368972432,0.683534413583821,1.3155764902509146,1.6223688642757907,0.09445439531165153,1.8002363711832912,-0.4941926669529205,0.6765535372342836,1.1994926520647957,-2.1599919102766716,1.176129294700021,1.0556017532501938,0.9340280890637715,0.5748235002864861,0.0053447366127655,-0.5001606854105638,0.9705189545600108,-0.15925309144104316,0.5434594991615861,0.17649935936133676,1.0550097406339267,1.5158345288702872,-0.299272976669372,-0.8263993681823809,-0.007845612418693615,1.1148003796945,0.7852568858450998,1.2323895842474912,-0.6017789547338219,0.41024457290323924,0.4405729342615177,0.24819081334466675,1.1785390046258033,1.0350919586039917,0.7282386743032745,-0.32667193100331393,-0.6215517460782816,0.4095731762682583,-0.24225746193113323,-0.3619377415794645,-0.5595123724376329,1.0876434626251121,0.8983547870189298,0.4818344067368165,-0.2732325982234083,0.38851639459654586,-0.38700903090910643,0.11839410120835162,-0.9944195230036935,-1.0013761559978616,-0.07932095055507496,0.6960045556656703,-0.7690381137482286,0.2848407134344921,-2.0020556847431643,1.3954866136537063,-0.19720437878132144,-0.1437671616032145,0.003240976834584148,1.2212877835003488,-0.4407040980907302,0.2571816757685899,-0.9659396967342706,-0.05071512055041598,0.42039399444775916,0.27477954606913974,-0.24352725025127828,0.202657915489108,-0.3451680482978171,-0.38658662171350205,0.5687244764418076,0.22505424089049442,-0.6629238360559799,-1.4124385336312437,0.18947714253134507,-0.021221203110814976,0.03430589243483903,-0.977059403309021,0.3137921892926875,-2.8687697553526084,-3.1427303009945424,-0.2891914636637133,1.3705773666400725,0.5445795956395127,0.049898107953011285,-1.246808851420029,0.4687852931218478,-0.3957582489052005,0.3779907044438572,-0.6303569488525501,-0.7108154186690546,0.15718151546182635,0.09205937368446213,-1.8965186213414122,0.029550298362460117,0.22437961461791353,-0.2083547558986319,-2.1992989659759603,-0.01798893600329106,-1.3424082179909835,0.36600909063930964,-0.6097322937231432,-1.379297169074434,-0.6885408571725598,-0.41688781649147005,-0.6388282598088547,0.33888737873692076,-0.8902737780834812,0.29702962919198256,-0.21195353345426482,-0.9994410943949109,-0.3623758416351338,0.15703919718961198,-0.5051423574896818,0.6740354037972404,-0.34114063086497354,-0.44432962512611784,-1.5505818770711224,-0.9610219261748931,-0.3838807035917961,-1.8147992509024828,-0.9591683705055274,0.371316337429907,-0.6836439903721079,-1.3882849179121317,0.3606613538253957,0.5918007225747446,0.43882523892531894,-3.6241126154015606,-0.8564895011631166,-0.3286806517289801,1.7217217524213648,0.022183298139853914,-0.22462730981823864,0.11995479538514496,-0.5335624438966877,1.0738533933831413,-0.6547187731780607,0.666651323640244,0.8338400914390652,0.6202187124126606,-0.15424756748231094,-0.7181520362546061,1.174130591176023,1.7349351286004024,0.28417587734131955,0.10884931101459977,1.130670346506416,-2.6549287721671835,0.05021817813624508,0.3322672834137002,0.3535141137502756,-0.5077982862938137,-1.405648219882253,1.0112733272980354,0.8848437325352088,-1.1587413500824444,0.026884954114925873,0.9256300482953123,-0.5398209779013778,-1.4662939356987366,0.6125674816363972,0.0675704310633331,-0.16058926804986706,1.0805343113282202,0.6395773494512768,1.2797787806236245,-0.6977509371357218,0.2533805239679618,1.2706671028974443,-0.7107467649890974,-0.37858119333609985,-0.4671124293450769,-1.1460972942030787,0.5633455077150823,0.5610332543992534,0.5615757632631635,1.5841905478801,0.6609557533825385,-1.6931926230165892,-2.6347401001215505,-0.935494027105068,0.03718932168165905,1.0241240936298006,1.200263404734404,0.8560452917061221,0.3045373698712757,0.4444381176020478,-0.6219071214744909,0.17370043270561192,-2.4389536980550544,0.6546963484657132,-0.11428683968339562,0.5093597169745844,0.7354151188099949,-0.459259854365322,-0.31519053248804274,0.28442192468517735,0.21278702711081726,0.6275438101476751,-0.7181874935108841,1.8796717592309244,0.5756964507326962,-0.3749263207717131,-1.6866415288011924,-0.3491726330230815,-0.40394441348712584,-0.40613748619998413,-0.10226787461635464,1.2333516650316054,-0.6394793539901281,0.9820304637932598,-0.24528923220369142,-1.0209127774761264,0.07817138341426598,0.29986882097013096,0.47266911102154086,-2.414759132579665,-0.043973368859926774,1.0292201846553568,1.0731985107297515,0.4040030570728501,-0.8252859291470227,-1.7503113442704807,0.03522322457281785,-0.038778357090456815,0.8054004631761326,-1.48113269943665,-1.0873289332121798,-0.6963064221658464,-0.6194094851616114,0.8988083280488895,-0.5555147724753388,0.13354657594583452,-1.3066360060316327,0.30894719273778604,0.46710993204455,0.5824299324890725,0.34273000617849403,0.15248936488292167,0.11208413861696609,-0.42755912909895843,-0.9223379186531521,-1.598938369741764,-1.6504083812007846,-0.6757179445323512,-1.0230663692495447,-2.0404460274112646,0.7782151579631471,0.2178996852161665,0.3527622024492756,-0.3591939946717747,-1.583887538390273,-0.42210508634013166,-1.3217136512911878,-0.606143007722274,-0.8090644102927805,-0.1819278338483462,0.11426451966907612,-0.5742469862282734,-0.6277376919221905,0.31621171622239796,1.007587709080832,-0.29906350969753487,0.3137940995229165,-0.19948468506206857,-1.3546660960956207,-0.034967597380637795,-0.40840536111987596,0.5404128982086265,-1.19167641611995,1.405545326118757,1.2900474235285382,0.45734468304579695,1.4013835874480265,1.0691176034338912,0.14046920971843377,-1.856944661314352,-0.5731924968478139,-4.076006713719811,-2.0499382236620622,-0.7430127301204211,-0.16279713154318545,-1.679303438527267,0.11893024791596969,-0.49473561577952535,-2.7311469227780827,-0.38757110548505164,-0.5327537717997117,0.383397314458345,0.2265558635173457,-0.032203889631272194,-0.8668138723377012,-0.7438763893627381,-1.446569906340388,0.209792055109067,-3.22146529784515,0.13891657869524465,-0.008057658104157431,-0.5156239590302077,-0.304348399091887,-0.369702180176846,-1.7771958558046652,1.3874342980932703,1.0852472646828877,1.5849530477891023,0.18445072022100473,1.9175757158070357,-0.8084126768928854,1.295587431803755,-1.8621344003859182,-1.0532299116884292,-0.5501900354176515,1.6328112051055383,0.9391537028578193,0.8441083252463406,0.6641998050833586,2.2872955707398415,1.276835981730686,-0.2710885109943795,0.8035013960241308,1.884896222041903,0.6480780086602328,0.7990450712253504,1.1752998024728105,0.5941117152101594,0.9017639109026199,-0.7117856791187893,1.5771450633226074,-0.6928135354801108,0.5609065372766389,1.4964873424858627,-0.5152234190142817,-0.15509525313836958,0.6972058822874189,-1.3210511228059116,-2.0339697507493373,0.8358327281115824,0.751491065562353,0.8252930576031936,0.7167281996293253,-0.4366869293892743,1.539743561625855,-0.6682365533211724,0.35675646569325586,-1.4405853210032458,-0.8289370829886353,-1.296930858097899,1.2026256053978723,0.3495983114781071,-1.8267562584809074,0.06600542899685623,2.0203232507678734,0.2310345064876836,0.5465060663878673,0.8171901052285275,-1.3413652216572944,-0.46721230158347504,1.2588822119892424,1.4040011027849166,0.08998347702002282,0.4778021647919913,-0.25863662349186234,0.649473324900796,-1.0263702699151138,-0.19636184876128462,0.5345173681735093,0.7739962360520828,-0.36512745045396483,-0.556887823623213,0.669872808004967,-2.2117629761427042,-0.9791493392315735,-0.0011202560990055336,-1.3854664890980315,1.164163946561829,-0.5811759513612081,0.31048829461036387,-2.428944304762662,-0.7416469502217112,1.5409431591756306,0.6980331216061465,-2.727500152657319,0.9001342627048458,1.4241937735083483,0.5950445247534892,0.3971240356837741,0.1673937523500704,0.25129578829566135,-0.13006602836706724,-0.461833652228617,0.7119162950157784,-0.12793296070900284,1.8899728380801744,-2.766407723224097,0.4078795668681461,-2.950709976314392,-0.4826818730686786,1.5581499022552336,0.0790115078196304,1.1108758837024582,0.37354782892282196,-1.081139064824464,0.10040688717619045,1.8046034667239166,0.5815545805026181,0.6348612362461473,-2.5143211098119536,-1.2996292587776725,1.3862100860147633,-2.5482369339842097,1.2051658154135676,0.014381351655971182,-3.6247809905558004,1.5549634696753267,0.6632623983634531,-0.86522334766087,-0.318250508562563,-1.4712337851673207,0.3101289666203676,-0.5728080279354073,0.7139754763386245,-0.4334918227312482,-0.9564596235284913,0.7450576332330684,-0.8661881892629316,0.6956960158782564,-3.21640698015228,0.8618350705019723,0.050820457283367676,1.1985999755912555,-0.08252546370931961,0.673565713421429,-1.9309919907573232,0.5614496402983199,-0.33951872007086126,-1.0655893492675368,-1.0835815497326327,0.21190233497837033,1.4450721970619143,-0.8249429955166939,0.8845988786645523,0.35714340259830907,0.18694666890275125,0.28162243551565336,0.19969167634826054,0.35755339744145165,0.21862862841071232,-0.8067991919530116,-0.7253053391954534,-1.2014289388721242,0.45989205837864594,-0.9131761546359884,0.769206846143799,0.29829802066248867,-1.5963774239973672,-1.773286828096437,1.0104413934356233,0.5379803714061943,-1.3808124301891596,1.1421153031671059,-0.5430564733870364,1.24201734993002,-0.5260904540657823,-0.21822802648213396,1.440849600592923,0.5888244431687967,0.6765192804865043,1.8988700572869552,0.5426119950684636,-2.089487871040964,1.387022282303494,0.22723793021122227,0.348445121593113,0.7719661346583346,0.4593433732247221,-0.6220420512270778,1.0311313273820184,-0.5645464912019912,0.6672891689858783,1.0445722364921828,0.7652124540995776,2.2503892428162695,1.2366919887412586,0.2692671082620654,0.2675397267907678,2.3157780524033393,-0.0916854592459259,0.91260910501253,-2.1019059358313,-0.2443738795704899,0.9186976373793279,0.631709977732155,0.6385536411292516,1.6267706893335954,-0.3400445461456324,-0.030515519164101668,0.9702712092958075,1.6709884463865714,-0.5688746694947242,4.473148998402003,1.3632225983371196,2.7864104641697236,2.0590672756686996,3.9828659212104878,2.0940860977497127,1.194456953849239,3.076988657913031,2.8867002521400162,4.474841488999594,3.391524160077254,3.7604909301417973,3.6834104622848516,3.059757275265485,4.261188955254883,2.146555754166862,3.3860770600864036,0.9641104923333563,1.4332792100739877,0.8474907184765047,3.404769310238945,1.3133307053553693,2.6578394469283935,3.106562102438391,2.35108372560866,3.509607594657409,2.8889564712796996,3.591886469651414,4.279280096337273,2.4123320200514202,0.7796860689022298,3.5389028013383195,2.3775171821941528,3.8643996782467975,4.119603687884818,3.6630037798353308,3.59361388048422,1.5535663653449945,3.096013187412824,1.1946928464846445,4.3697832988253325,2.4447634173002895,1.3549433850728028,2.512039190669243,2.7277331116353385,3.2116996375612716,2.295205483635008,2.0507595182943206,1.8011974640618127,1.6419047573272425,-0.7006335750908849,3.078131807608723,2.1244498997899113,3.2521361837043146,2.2906127042477613,3.060200919922459,1.4288137979998163,3.412577007373697,4.506113049903456,4.08828773683329,2.4624277419377845,3.76056196651002,4.485180834145437,2.7121820444446447,4.301883109378413,4.078828479801352,4.0678672115462815,2.994232494466576,4.23216249081028,4.503305610282856,4.038000009238685,4.479595482464673,3.2824538801320537,4.37313667496179,3.055155615114492,2.8176291615979627,1.9348057698472747,2.3280149419757383,2.429109634243394,-0.5926844867320877,3.458771520394381,3.716494687541217,3.821956146961682,2.692967322759575,4.364508306115534,5.83120642516972,2.0808414198734186,4.326044219353566,3.935442684532259,4.278166585940198,5.834664662958634,3.8106538956268525,2.000317972845125,3.478303969163732,4.612864633060433,2.7633746495814595,4.330559888195282,3.7907502740010095,2.9998081278470634,2.3642170349000367,4.256086468672951,3.0255213556375757,2.877855017601577,3.9219363919688233,3.2216905093732167,2.9236925880895086,3.773388680408717,4.2393623417332895,4.010777853817965,2.5093238466579812,1.7416323419283204,2.430701094228507,2.027116671174704,2.74085871714836,2.424570594968826,0.06933906792713221,3.902026643289552,3.095555897599658,2.1447440297711173,4.869157003106688,2.5390660164897065,3.900938514469322,3.5193710509501726,-0.6371693082178409,2.782213467547759,3.6167119992566157,2.693240976414748,4.015543000630275,4.354674531903121,4.24158813716727,4.172127757586247,3.0610733277999835,3.8275534302806187,1.3344618841989189,4.038512711614217,3.1930378104995056,3.7980794113424863,4.45797285309507,2.98184341800152,4.1170611722673325,3.2618125594432086,4.8107473106753655,-0.3613536562554968,1.7907167174297676,2.8679086828018154,4.552053967411029,3.1303635098484093,3.9956824206057315,1.9644238487274208,4.883484279309238,2.520085063511456,4.572786211633109,2.841747055378057,4.526148004933841,1.6270664830987298,2.204028771391431,2.5732517196641815,1.3642586091429072,1.1239614350631082,1.7588117876728535,2.512016633315079,-0.31791270186201687,3.2300783916144002,4.19602440487973,3.1360381476603307,4.48017494469702,3.7376395996528333,2.0977987002386618,3.1795089444524187,2.8693331869023657,4.348455751616308,5.435858821762003,2.949989994722247,1.0056674118025917,2.727209183057435,0.9108401459329046,4.362879216866211,2.90518484797992,2.437696784830811,3.752269225630797,3.8399191893812317,2.9112626312576926,1.6575528011813412,1.9316828785577635,0.4518545316323775,4.461421589988556,4.5100356282517,4.12905755564253,2.583094984669002,3.08850556448397,4.097883227750386,3.8345705464562583,4.272588693597693,4.104256800466877,3.177462165977793,2.733857386931167,3.67936984531069,2.3360763838211627,2.0288461765532158,2.949960387642344,1.8012763949778936,0.3530844057269109,3.052131805143462,3.030735514812161,3.2721436265212955,2.2776793248366833,4.219951517350192,3.3827013883027095,2.856781868924949,2.3082421001458715,4.024672616342585,2.974652292698912,5.078027114112932,5.069054818878349,3.606671849555897,2.659908192583832,2.7730585161962313,3.8155962564564563,2.350978926525627,2.6962743406081184,3.0905862985528163,4.234973325155975,3.279952356130263,4.676021301707262,2.4637110906286206,0.8507198568919921,2.601665331001261,0.7216396087652263,0.6666710589702011,4.5640058993325106,2.998044818367396,2.8729954839531775,4.508653922881248,1.4223267602397944,3.139224733131805,2.3430127724461247,1.7059617899422208,4.486462133989993,4.329190445058771,2.997716784284969,2.5032942622963015,3.0083533954322705,1.4897077742545597,2.324572177070011,1.4872862410750685,4.62218870070377,2.2381234356999062,0.3312786844073375,2.527198343004163,3.389986096677359,4.378769712432448,2.930802488410215,2.705710428130975,2.5014264142736042,1.7542930347427301,2.1921991109198955,2.2165124536770544,3.4928723200899703,2.7008141956700027,2.1222529419001517,3.7653255749321706,2.3317180191135187,-0.04326514815729876,0.7972019112776667,2.9544378763121495,3.1247202422446207,0.12836866622006024,3.7134897080783764,4.187408493081085,4.182466860154448,2.897209964667726,4.360033117205146,4.425183419866598,2.9768773111927067,3.9047520758550234,2.4464970496395386,4.058855481736037,2.8427503637407954,2.7768567343981894,1.3298014109785206,3.0063396922019354,5.145434046230173,3.838920816985048,3.4352106560561,2.339576456795777,4.7131853774968056,2.863970953476688,5.491311639286461,4.5121842836135455,2.5603731973914106,4.640369721069534,0.13584303203583825,4.878320258017574,4.036629978206731,3.647270238918578,2.7873545876682315,4.27446208375879,2.0173610007086995,4.339447839391838,4.000877949895019,-0.23220106792470238,2.9022922117127647,3.7233339266617063,3.268299833200565,2.3465233711290607,0.694101133662825,2.68439450328344,0.7509116242932823,1.9253792918389396,1.4316609130821922,1.4804869872796198,1.976461893318136,1.8067508972074993,4.588341290025695,2.27351814801581,2.7554588275720158,2.149527466474101,2.182642295323277,4.459786776043518,4.269761431705936,1.7519256471707827,4.14512618724978,3.4022693134853856,3.2640289110678617,4.130378924531457,5.043952513464033,3.392991170755546,4.093284370741015,2.0522146565264667,3.2821898921572252,4.496046247407069,3.7219403692775748,4.101056981883428,3.9285871877776493,2.9749485512815808,3.0514838029981983,3.103258968456919,3.9503099279993092,3.640242716460466,3.595654700541097,5.7553707442839865,3.43455015728092,2.8567069274882084,3.8268747044613445,4.815628963726836,-0.040551735588664053,2.4216232477803974,3.1428010005991824,4.3770667466106365,3.3129768469486724,2.3589955491055448,-0.46933428807712035,4.32930986404068,-0.10934510936860559,2.542305231801588,2.5519315478691946,1.888789870003442,3.344658363124767,2.340855356835283,4.445286900020831,2.1730004664062377,2.1863391149131615,5.144999842939932,0.7694453609859159,1.8278612938197922,2.4508875568034862,1.6710564546248579,2.1472653508788,2.155343110794494,1.5354283050040283,2.0296307242731486,1.9722928610441544,2.9554165760578237,3.0466406444124265,3.7334161649401336,3.9232190474890483,0.3714907555449521,3.0154325202929453,2.432908060212099,2.2116296377263382,2.637059877258789,2.732080959439776,-0.17157486244584574,2.8816588105057437,1.6999596561953472,3.6323144046096254,4.783084363975697,4.265731210824299,4.676307487799121,2.530201681123948,3.072757569443303,3.5137705184050887,3.573877569941939,4.578733939837262,3.4310108662381267,3.499401084993474,3.8240386563425046,2.999907456834077,3.3065312332918957,3.7674785304470926,4.585755338138514,3.8522327920885493,1.4537754911283765,4.010887922554741,4.842572955981688,3.7918836968461633,4.49475565005237,4.724088230584482,4.320252555825408,3.0932005031520693,3.3040463923499392,2.6509319272731102,2.965292541896179,1.5518599871608674,3.956242185257898,3.7651098115839954,2.3975409439578748,3.4635190919729504,3.848591450189793,1.5189065197759088,4.457770327437085,2.023165019934662,2.8184841990861065,0.2460506934844678,2.246129973001544,2.160624789965109,2.4798032156397474,2.3382914282945775,0.13539304254198872,2.2832235423164495,3.627505780258751,1.7767283521620754,1.638638620716399,2.6490084676834598,1.4883061659472367,2.160907953771409,3.428672416668515,1.8981597152600778,2.3759616305966955,3.135831957091779,3.066871003902955,2.2022029362892432,0.5094925627849395,2.110481030617949,2.2777969383011882,2.2544505069362137,2.4235826110459646,3.9807164262205137,4.262892249050063,1.6652218673252037,2.5474560420503054,1.8691858827256183,2.3201416496970837,2.591791272991606,3.698003785393569,3.0947752621767113,2.4983879829944042,1.5397825476156688,2.8127251778899267,4.591838402439788,2.5428119575782966,1.9070475224537473,2.928157959897927,3.156352277307871,3.8833596837570945,4.067551715367042,3.6720855387254683,2.0875803021136683,1.4991108374287396,4.132074670279307,2.672254832241794,2.186220897138049,2.0097853660292726,0.6122413788118172,3.281022770292356,3.629362793809849,4.879268774051196,4.874979722020539,3.264211193171532,1.5428695596472861,3.141889756491459,4.434152061972844,5.756392315801567,4.7114838105819326,3.3229174611979215,2.9709988536644074,3.659099874871658,3.3163890135039833,2.9552871582632645,3.688021902550263,2.924208906136638,3.2381074571153023,2.318307579487835,4.198266823818571,1.4654041882337503,2.9548500169384226,1.6776504174885036,0.9760475668583615,2.569648431115853,4.4638017510126575,0.8630288346157107,3.3336474652749537,3.8051815068006323,4.333607415586676,3.0105358972551617,2.564388369727998,3.4894142470078315,4.154983810627069,2.3507077634399938,3.541182748938432,1.054452843650841,2.418333652830334,3.147362616581212,1.727695704931633,1.0022803944359877,0.5434663501121523,1.931215428931817,2.5058446917030293,3.8704191984757657,2.461725339438909,2.1434338462675435,2.311644073487726,2.732267318499349,3.93718990882615,2.9229883102652616,3.9652150098998358,3.3705051155213197,-0.9928402437760033,2.8910717479555577,4.633637442719784,3.489189477573006,2.628001833847254,3.4057907112107397,2.2022160614447635,2.561306307440359,2.612794680217999,2.348571561071635,2.4209856307173387,2.938534012295205,2.2251283449946153,3.471192001277273,2.9907313795675803,1.347230669953397,1.9964321689912519,-0.20927484087242146,1.7878993180924967,-0.3295766976580657,-0.07110586963632762,2.3333604537316233,2.9014648203407183,3.5515563186853862,4.783534601164602,3.3593036850565916,5.590443299587802,5.617843546334055,1.6796790962700916,3.8137318815497885,3.389749296193631,1.844628053464341,1.2948982803281852,0.10775220681280098,4.639515266984997,2.1156259711700605,3.994454048780377,3.942431762117561,4.279350655020539,3.952136672418167,2.231892140594404,2.2278315012184167,3.0852981669681148,2.650286947050151,2.2733433728142476,2.3807743217795396,2.5688838984278437,2.087602056111812,2.1334910629703008,4.749894135554281,2.7202376309952028,2.4768934905711597,4.719055387535458,2.1611217390561137,4.960075013486988,3.629164175259894,0.22040030227952392,1.95321606875909,3.165752248871389,3.6825923231218782,1.5252298360957834,3.6789045054823153,2.339838543465251,3.322965728895088,3.4401475488135427,0.4963102107383028,1.994079806085278,3.425227107762856,0.9805046574920243,2.713791873406687,2.255952599894902,2.626716456837184,3.0291872491909606,3.0803586462805947,2.6227191302862267,-0.11770824052778689,3.418014804686783,2.2645537879608955,0.873226408401898,3.782092705175175,1.6806440298965126,3.27362785779059,2.5120105864757263,3.5419246094714114,3.3578460145359674,2.0341630793144185,3.4518740792925313,1.716308671842221,2.374536760926834,2.8027049697563333,3.2992630688931985,2.6473790403775856,3.3749377981954374,1.6549164178357958,0.15790781389301395,1.8277100221169222,1.9358300627091574,2.998299151255094,3.0085813108617736,3.9805078496602113,1.2658013945698103,2.7004567593836124,3.382982144534234,3.5774811252127523,4.203559071606405,1.5507484153104925,4.310480640149413,3.1542699356454196,1.9554188746357197,1.0354954046727514,0.9046950777804006,2.2056593407345146,3.086976165923994,1.2997585655115393,1.4681352015964138,3.795792539707735,1.787994980491939,3.951931934433898,1.9707951779802029,0.9175107395564494,3.188828120284659,3.485477163234117,2.2748124097540905,3.4891979082329962,5.654198718007455,2.7816361074998164,3.6204558190183533,4.839686549225352,3.753846952542856,3.5699668359102956,2.7138589684319245,2.913297107467181,4.125698385034202,1.8500943077621836,3.275432366585721,3.0006228547045795,3.6029454238800844,3.766077494177676,-1.5147841681044192,3.1143902798187253,3.3752142780666956,3.589582282005203,5.318645840779519,2.559033373301838,3.27187793951929,2.093543499865705,1.1993264907589656,3.1932102880263336,3.2622407215812617,3.0007771993152694,3.5422034569307757,1.087127527308269,4.601157497756194,4.718262232199142,2.74904132489302,4.5728651485927205,2.5457068307369504,2.7315720480836645,2.206149838327119,3.6777213439295933,2.545410476916129,0.6813794848515907,3.61698836899748,2.2108871653450644,3.6715650089384817,0.4138695334720239,2.6463033570510635,3.441151410428006,2.572597931103141,2.323474871987167,3.1936766535662287,3.044895163633892,3.181625631277249,2.3473232854450385,3.2732909945144666,3.660908851750417,4.011699127476059,3.4807295258440893,3.659056747757952,2.639407480233107,3.1976906629242032,3.21978544845802,3.6611716770941,2.694998431565388,2.6635798609825363,3.883024758814417,0.7513933626709963,3.0147669730767395,-0.057123045984572705,3.43535336603158,3.020205224901902,2.735804207492715,2.7684010142604905,3.384024896862825,3.888404811487499,0.8755302641261248,2.8462100266536856,3.630801227612035,2.9354976131892783,3.098684028640318,4.008232890642146,3.3415512764357582,2.2498419260396574,-0.2939062002456001,4.814492039378934,0.2263019188173254,2.9665342715302945,3.682953361978626,3.872621871542735,3.232818239066892,2.623073587655125,1.8252709090420802,4.970338008452092,2.5053260777618633,3.39325605722874,2.164122224286993,4.179676388723332,3.0921563570462864,4.304013607348501,3.7437172230739124,2.5626380802155557,1.9333499662416902,0.20689991880663255,4.043473320088478,2.063230034068921,1.7209347497102532,4.259049447452579,3.6886390346064752,5.050779074397566,2.5806203632987903,4.975299759222265,4.2073625795562215,3.7634480911894994,3.1077305029810143,5.480779497238305,1.7553017442402663,5.097995916360911,2.464743434243269,2.405993546971665,3.159430786305569,3.3402419625943582,3.8404960513128508,3.048679009410527,1.1371791158869933,4.932390553985831,1.5077117129072097,2.008994205596506,3.2270636016479686,4.514553546207002,1.691351783473919,-0.27104101325960994,5.175727323864579,3.841295933331858,1.6277950990395798,2.5445910686319926,4.777492775175361,2.149008274519237,0.3056370398205029,3.812983977565457,3.5725715620355722,2.7744547011743577,3.325272935121938,4.590568425802163,1.788260779574853,0.6269095796311971,1.886162359268813,5.211015543970119,-0.3126405480205344,2.6091104320442224,1.3624511354707443,2.3390331906689066,3.329200687133411,2.9474756650565874,2.3732278701589595,2.0803079135174967,4.458475042783446,1.2759289162493441,3.1918479509209816,3.0249065277064244,5.129448181466508,2.511212013553459,3.7702575710274804,3.207327622910064,3.6760135212751757,1.4163798715247735,2.3265045037448777,2.259509519594065,0.3915581116034535,2.8000998957091165,3.395478524323782,2.751679044503191,3.4795285320127416,1.4211558625567902,1.6981276007166002,3.997950316282057,3.5939684947416857,0.09563621415181521,0.9330639766106276,3.2584052328430375,4.219247596270189,3.6865035199203593,2.4724740423690124,3.8423766724866617,3.5151952710224577,1.9891400598038789,3.880929742043101,2.8537984419369256,4.433476477521566,3.7864269408488873,-0.20445413653818975,2.2435667024845833,2.956361208276409,0.5210242514874328,2.4586852672590873,2.190388246214464,-0.19058245795185424,2.056050468350421,2.272549290315957,2.686905897751788,1.5022658286558228,3.4449650985247136,1.2908604754513697,1.4513529590863465,3.2235699217293234,2.226788735491669,3.549041848848102,2.162424198520678,4.7097730899780545,1.3200055192448406,3.287121952008076,2.04313120598587,2.617937177259539,0.9062396810980025,3.72957083234618,3.534916100544235,1.9522817565843786,2.787199797888998,4.569339143194406,0.1986913278282578,2.998037878616072,3.4724676529022624,3.0944826139552077,0.7555271842022171,3.0903690742008374,2.690099576222769,2.903133265368309,2.660708670593371,3.414148821598046,3.4511003900350743,3.5431748241479504,2.543130011407878,3.8178810538294785,0.2148473965242189,0.3981378680868334,2.2833729916642245,3.9602054048466875,2.3666269021769626,2.426909989760746,3.9982422504575914,4.217792959493248,3.610295153122917,-1.2526318378118055,3.0312176972865914,1.8561309656271727,2.5136187604866636,2.5419851873476023,3.7867460006665254,2.4632644288170824,4.448761020429296,1.789135462577264,3.5901447519689627,4.193545273671584,4.614198304061077,2.6195212174000537,3.025600781871573,-0.7712790561815283,2.415304131929347,4.095161355550515,3.739475946030132,2.5372784101485273,2.0427308404034497,3.3032333693980314,3.4527897287878675,-0.47940247815581255,3.231306128705196,1.0378424599261051,2.125342591153043,3.557032277632859,1.8623351831608443,1.6502332366355896,0.8282983820329025,3.4523131967768994,4.372652177615919,2.6278115240752196,3.994193099176318,3.5522507105947265,1.9311758010528075,1.7937124299375664,0.9737394908875159,1.528485764542094,-0.2781525964900075,1.6533590319088487,1.4437841472806787,0.29822231245288416,2.1326380886499816,2.8564076190001892,3.957659222394701,1.5119039406071788,3.5075358544057984,3.839585696823741,3.31486405819919,2.7070601994798826,3.1794393023547887,3.905082957406276,3.8845124787006218,2.7728994040488857,2.4036072466854956,-2.2029366058843927,1.1413824950877434,2.73510458425105,3.3343581680144174,1.6506193095878265,-0.8279276669560285,3.4310409817269667,2.779120840462104,2.5243888018443066,2.5314964968496243,3.047160514388872,2.4166271939086497,4.042388159221201,2.817476042374102,4.368755203560477,3.2449929462380602,3.0623957889439426,3.065598488667375,3.4020088560065878,4.7046871466161875,3.950424810961814,2.105488926830333,2.443381666736568,0.429717773667717,0.9183082687988355,3.1348779621429372,3.9990674788407836,2.7727727148181125,2.7713662200430695,3.137016383616132,3.235693685963863,0.8640226945650015,3.049047557841486,5.462007094066051,4.1564268758682505,3.6565712036065756,3.8130889785469715,4.405608019505949,3.730034051868139,3.834496860903293,3.555525001858078,2.9736902701856875,4.258725823452119,3.447464174446294,2.5761709178401047,1.1156566180415757,3.4066632008657316,3.7058630331989852,2.880246628513239,0.48354548157186694,2.854660409530522,5.931876682548757,1.761155851969681,4.286306828094826,2.3519485668412687,3.1347682842775,3.344023966049178,1.7854579324049824,0.4176019770347644,3.698471392905163,-0.6262086280243429,3.76313939410653,0.6250701674388568,3.4567094894901906,2.010484896901682,4.1167859117776,4.690957417474237,4.287071743253977,3.2999681717392004,3.833878590404739,3.9206116491431366,3.5787329596529203,3.797825391067136,2.8971629210294587,2.8364545738010656,4.657898391951639,3.4218484605383437,-0.24084297581244046,1.7651865103056616,3.4209805338053987,3.4102070147436283,3.885662102567365,4.205114959196386,3.419091830907582,4.070013994569132,2.8887607167083122,3.9993072044975055,3.3105426321070004,4.309998018672461,4.6498380415727025,3.2275426714895534,4.228909377495141,3.3556877317688256,3.3248399274794793,3.500235728887125,1.2283649709726625,2.6604554340161513,3.5214486399772564,2.7985960318698284,0.45954052825312997,3.5432676966135577,3.6882837320980593,4.260506740907627,3.8484491362686897,4.202896572076629,5.382430404138317,4.501987486101947,4.4568379095882245,4.378814608045837,3.8690220909841235,3.915124795232612,4.073763158336975,3.7521662885504825,4.410250150414306,2.627521601118011,-0.3399913415339816,4.020345602986455,3.945929194094369,4.976101180827133,5.037682661525092,4.681725900924214,3.6998921511691183,4.487494194066581,3.81072218834524,4.153946222389341,1.4606595061412382,0.997218676964266,2.4520539215149726,3.286193391566092,1.7481240999452419,0.3307344018750671,3.1360577232580114,1.3953971677137522,2.5943842945657183,2.81710739834614,2.030442717002528,3.081986298743507,2.4681741971484326,1.3789165407821122,3.1435616953692795,2.821457308694326,1.8501789890676321,3.221234686127727,4.556395447633109,-1.610421284473063,4.005903922625668,3.0016227069523036,4.444456102090915,2.9273121984874657,4.114846720756824,3.1853394468728333,2.3000503628964664,4.020707299538793,0.8803094746729933,2.3196525566565915,2.383002962409994,2.102603868964281,2.186863870562816,2.3349694327369703,3.7032580067347554,2.4134546284047578,1.7370120842621561,1.8561326267428069,2.100048886893794,2.9431650859887957,1.1924167792690938,4.0665703071286305,4.764339460297843,3.904311890204599,4.444137309946791,-0.5814547816277923,1.5336535841260848,0.7629261066515677,2.505373955468564,3.3723959754375104,1.806773560840467,-1.3855823857608796,1.3942965995632963,2.778046121958674,5.077751068302606,-0.9458749978423395,1.853592109837273,2.2593430815017697,2.9555462874253915,0.6736896146877557,1.2156491645709266,2.5227990012974137,2.436835996554663,2.399293791382231,2.5633926909290836,2.4128346913932184,2.306672522684306,4.012397571940548,0.06640624966028642,4.812795369786412,2.039447401995902,3.051271572031448,1.712109802155237,4.794412317391881,3.2074921441870385,1.9575881804076687,2.700291750638015,-0.6578949362397694,2.525559858786787,1.2476239428400206,0.61842818877708,1.9751115259615828,2.8535814727682207,3.033379520514394,4.280201553896186,0.6619501036198542,1.4910319778810017,3.166307340620436,-0.4224393421499577,3.726086782249722,2.7159097621775548,5.081440826138947,4.0012466684142645,3.6062367260290875,2.5644468992863403,3.3602266240216316,3.5518892076607274,1.1676514723089493,2.150787261499929,0.5049052852537734,4.081901817617905,2.3148098720828942,3.691403083761899,3.3169612610040966,2.0961725145603896,-1.383510999969839,4.520540295596105,2.632065840141781,2.429871494137981,2.9267786919977152,2.3812421161903092,4.20286298259466,2.4877134868156343,4.152733375771715,3.4841598278192727,2.6735614104870065,3.4472671132592354,2.3709216986110175,2.5202237214161745,3.4568565832847553,1.5366838996565675,2.798115468793575,3.388518488530432,3.559293772864968,3.428104906043252,3.8318528019888505,2.0619519877723707,1.041350618507562,3.292017614867083,3.3356494798669174,2.8326731876901987,3.6031726899142393,3.170317063131166,2.813173425369834,3.2407756109170336,1.9910816716777426,2.060753837523511,4.07451269335146,2.930317506025588,2.842618321051336,0.7877207256104022,-0.6974023456003207,3.889246230006206,3.785119289337176,2.5407862487674087,1.47772425070798,3.4028207570577558,1.7405676076684187,2.703974458657554,1.2486751526191364,3.615218325176756,3.8127059033316373,1.468450301512303,0.6764199970045014,1.463416380652654,1.7269535128429578,1.5864469732519413,0.7753416592466018,4.653184121808132,2.204112322372398,2.7192801144296843,3.644059729942806,2.4330787409275247,3.375130708487197,0.16729889057935504,4.018460711958096,3.2264127496319883,2.4622091814002385,2.0013777577313685,-1.0889232495292032,4.3913792407372965,2.7939752343003708,3.174189229364121,4.472026840156696,3.973827004906543,-0.06051666701864026,3.310314052215031,2.148158635818382,1.5587392765619912,3.666395873761389,3.239423592742078,1.099018653950499,0.1432520745777762,3.2939268687861096,2.175700408447476,3.671660364785124,1.6169490937629272,3.3592946638760854,4.614424467999475,-0.3830881751486716,3.580271080325508,1.8614154970553631,1.0824767988582744,2.4026170406022436,3.887238941633107,2.3441159326394065,2.4523511921502674,3.6582044303894796,3.38219876900617,3.3350876292413627,3.2282966802048993,3.6830358140051955,2.79972313883779,3.749071562789631,3.828365543732269,1.1352200930998095,2.713689939229955,1.4186979650045934,2.0876019792328258,2.5109878602260762,4.606891660283419,3.005453843570238,3.8319809422782405,2.592540718030455,3.7545755295541743,1.285401181306427,1.8834693658180344,1.8203414248127787,4.383475058187825,3.8207343070629567,3.769743654106127,1.817358563941443,3.013697610355653,1.5882403615229401,2.663037684654379,1.7505260007792651,5.303453429885899,3.0701260276536977,3.6763501360856674,1.7267037393089781,0.606460638088779,1.338516215864244,3.5631443016661146,2.4552841321772845,1.9586656770708313,3.3605658962639477,2.9095268148507043,0.08072691377116004,3.8183893613464455,2.6909541329387014,3.701897913614877,2.5091506498224563,3.8663054872341194,4.789444243759203,4.41262690545378,3.9441391779165,2.7038366777383285,4.241305451688312,3.7833738566350523,2.6278227133742944,4.428353164813663,2.9465817501200546,3.674072044747658,3.1252742475395765,4.396513505026357,2.02723980297645,3.9235459876740357,2.7051545792409124,3.7623518916948955,4.129846890471698,0.14630717009229066,2.19039005002748,1.8878636413407166,2.650180232388223,3.723171113384264,1.8432296716180192,2.4997285181210938,4.4743837785829,3.1513750917166634,1.700240930640421,5.0321792080245675,-0.030077814128046724,1.3084298896324622,3.0595539755448584,2.853152101456981,3.484366706627844,1.3852160401786888,2.4369266193662287,4.353671018241745,4.736946599028009,4.555767922621114,4.154054061782636,3.245030488408265,2.320191623032868,4.685395787926587,4.071982238137118,3.293772469030841,1.936303465123335,5.3084590659837785,3.5648694728683203,1.0449445360565968,1.838789105154377,5.542372854610448,2.102805421730252,1.7042263365843453,0.3311504017833239,0.9336655027533738,2.843073834890792,1.9034729819730376,2.862499347347294,3.135191881633661,2.243020134093295,1.9849823296077556,1.578137362398651,4.266796326024732,3.1720480294000413,0.023815234146794064,2.403794861379744,3.2020804407149015,1.946256735661337,0.5320944456841489,3.837365523984286,3.927187141160459,3.510690149282995,1.603621783001018,2.463581588991909,2.0995197982109515,5.0516715615826255,3.980825633300588,3.8758008929832433,2.6577112582560094,2.430784459364748,3.346790847479484,4.230365024858696,0.601483148718023,-0.2503883343514079,0.18530960900597812,0.13767842396351723,-0.3032507095772998,-0.16987733508111555,-1.143620792494782,-2.4755480963818575,0.08428431749463337,1.7306480606861383,-0.9365963041805287,-2.453664691392722,0.4841641836850785,1.6221026789070312,-2.8265344606315947,-1.0301205751485758,-1.7672834941178126,0.8061246119660905,-0.045554373081624064,-1.3011002276695014,-1.3912537786211643,-0.7882960788463992,0.42367168714337994,-0.7357897330137093,-0.8457345015054594,-3.0228336284164987,0.6321150570618047,0.6982838709692455,1.3066690267683978,0.1512628134584294,0.6152482818341777,-1.2592614136660993,0.3930720709704264,-2.949258867111711,0.22802253695439842,0.6973197138433938,0.5887348323519341,-2.2897239093620425,-1.0213090006400434,1.6944991313691673,-0.8607120240499601,0.579468446732282,-3.5067105630319473,0.47702426748505256,0.36367334822774516,-2.3398374946789207,-2.6784957329233126,-0.010387419973538778,-0.03698313168412535,-1.2495274113025219,-1.7232002006876193,0.26817377792177316,1.1642673751667432,-3.117632388528519,1.6402750791368392,-0.8576189864836363,-3.7111130294433567,-3.0375921135978277,-1.3486511001710242,-1.8558935230192306,0.38202803143200775,0.5258284532820976,0.545804036509843,-1.0602210479287364,-2.2871756664525758,-1.196608386830886,-2.7607413950905215,0.8944152227861057,0.13284245188056706,-0.08973927090660636,-0.640897037037286,1.0560886208222193,-3.8155153400148194,-0.9081508370496104,0.9573629908827007,-0.23152090498724234,-0.030262165759150233,-0.11107348438992844,-2.8152520659545095,-0.3054053232248222,-0.1121665558038301,-2.0794984850344584,-0.8407649249436685,-2.728854745833425,-0.06625996211271239,-2.769351704682765,-1.3050609193840164,1.037099280022027,-1.3600478203396968,-1.7435497988320638,0.4399758872282237,-3.819180060542625,-1.9219497673868466,-0.009355857888948714,0.05863465150714937,-0.5596420555396798,-1.6395789120860162,-1.0007072003308992,0.035080667017040185,-0.045287357565544806,0.823848969360339,0.11264716434533552,-3.660296578207594,-0.9263057254731,1.1311271992727225,-2.8881793667479867,-1.2825362882518077,-1.26350530862808,-0.10882842292232182,1.009425590470746,0.4239070137255762,-2.7957771205477377,-3.839962403904444,-0.6580242979218807,-2.508791982835521,-0.20237726819573423,0.042853607386174886,-1.6391020250607087,-2.27910049431931,0.04729853743697904,-2.640551311206001,-0.025420762428734128,-0.2833254383552053,-0.04037636292750785,-0.37022760790506754,-1.6025548092173114,-0.7667489529810354,-0.5098731903884874,-3.920070295138897,-1.050155585758227,-3.4954062633134635,0.04265770189921447,-3.6230506517110665,1.2452804115105458,-1.0186201943778137,-2.5085534347780594,0.9709147325977291,0.6976306549854155,-1.2089587077964565,-0.4481415074982752,0.28894549038118583,0.19195629660065566,-0.9229696055022978,-0.560533683290707,-0.18956663861297676,-3.9523168698593527,-3.083210561361742,0.5654516644561218,-2.727187550938204,-0.7758176052502637,-1.3868284110231281,0.863572406792734,-2.9806804683394974,-2.066807325210265,-1.4774846308886123,0.5447459551369922,0.2685716031326387,0.7957440301351534,-0.601482912386594,0.33514675167745545,0.21864241225096476,-2.8333475409516504,-1.2217672961670178,0.07282799283050152,-0.08555958512353436,-2.4648501594633476,0.4626527655431148,0.7265250853497526,-1.0261297624648615,-0.29854048381244586,1.0559904683819323,-0.10769523000980888,0.819162619186453,-1.5108214815476289,0.06168484342424136,-1.0670047140789511,0.6478618944418773,0.2747715846810216,-0.20049649627752528,-0.8206888365052832,-2.809411014886888,-2.8880798695636845,-1.3490507210568303,1.5666637517276891,0.10601204453389572,-0.40293321690740863,0.3823612320975434,-2.4938239019837143,-0.6055292282095547,0.17368434459896911,-0.21572198113513677,0.1839532982836159,-0.4104499323174986,-1.6848429283676236,-1.6555254467121072,-2.1985992544296926,-0.8056756562309141,0.9278369515682138,1.268368801610319,-1.0648976485725554,-0.4857667402120095,-4.3329883113238,-1.0843087078505789,0.9652061728173572,-0.7081816529339112,1.4955433273773244,0.20257490031257244,-0.5887715354825335,-2.4862191192381915,0.5359078979781174,-0.14887764987173102,0.8737602105380068,-1.6713596659061483,0.7062409628671499,1.2371991712667456,-3.412929617734173,-1.7497301731202957,0.36189829832536097,0.502953625358136,1.3875024308549473,-0.6799691160701068,-1.1430189224959935,-2.6862030523900997,-1.256608085635766,-3.729732886814187,1.0659708828186936,-1.313025821466198,0.024309564266652085,-0.01936104502951374,0.8548852414454777,-2.156979144025176,1.092696397914763,-1.159781429010769,-1.6637897139423414,0.6876804328742212,-0.20901483046584873,-1.6530262835434486,-0.5626614753389145,-0.10901038919059206,-2.739111854985862,-0.4250100505772635,-0.5007408487654631,1.2219290486055878,1.1645385555327528,0.050933943139218084,0.3056527073922211,0.26190702783521747,-0.3119570841247893,0.9991742972851558,0.7366958338918926,0.5314436832038882,-0.8027163947984405,1.758428595420701,-1.6017908915918342,0.5424163606389554,-3.1414616371900737,-1.9193108983479668,-1.7807966653516132,-2.2900667236252725,-1.8456269795374416,-2.748921111128686,-0.18596119933321906,-2.6090080325959186,0.034078091807348145,0.13618002710339422,-1.234068935297994,-0.4330189148884175,-3.5653359021427917,-3.1057691154429357,0.485117185695806,0.8417368892208004,-3.112724220317753,0.41155769185470614,-0.45182839528253044,0.9862426516871033,-1.0284568261245934,-0.8370035559898891,0.3078974352509109,-2.629884492195836,0.2252908036437458,-2.526017954606761,-0.7720120952195721,1.000275750008499,-0.12299820783233355,-0.00017679854264173478,0.0487424448388392,-0.38987269121383344,-0.9227623506559712,-3.6512360070960743,-0.4959854264775051,-1.0936128642295129,-2.3531618478002048,-0.6623676859405102,-4.478978630510075,1.8995603550692495,-0.5091125443171096,-0.5237649076226744,-2.8961201042130256,0.7300988765497359,-2.807504473535454,-0.28919103631744025,-1.1729653667198958,0.21655269186409665,-2.8894837708387686,0.2574521442559411,-1.639513591331582,-0.6985392537243735,-3.656261521115292,0.4094044455623511,-1.9010793856425177,1.853036053264792,0.6161443538321439,-0.5451112664165163,-0.8271726265188201,0.9961979110088218,-1.6637579044612936,-1.201318216931275,-3.5458708000993586,1.0015685664757263,-1.1260293468144589,-1.514478708258168,-0.047748188987881336,-0.711225936335717,-1.5031234797900046,1.6274357661206311,0.7205697505514644,0.7834833678522679,-0.5016883409918248,-1.9172684594850857,-0.5178317077932508,-1.5535684181553802,-0.10397757517195984,-1.2985905248892387,-3.9039285057533375,-4.041239172766842,-4.831883947252884,1.1876028881117873,1.345362999270674,-0.29747215327320886,-1.5504256816422333,-0.9468150822153689,0.14543246470800625,-1.1404678361688674,0.8180970004669054,-1.4939714927612329,0.33587743661046704,0.7814165566315046,-2.068811185725405,-1.15183488287536,-1.3739643992985,-3.8153631031504927,-3.4656961796360144,-0.4196605888347147,-1.386428535287918,-0.4270423321782874,0.15809531095044252,0.27255224516524995,0.8307327808411801,-2.4016636095379287,-1.0356006597273912,-1.0151702080090566,1.1438788148400398,-0.9667571121574231,-0.40996859107404415,-2.332699888394244,0.2502409761954998,-4.012416367664721,0.6619895190351457,-0.1462191209210544,-1.482307033444447,0.8635839727269736,-0.9541142668953148,-2.333883458017621,-1.2950833427587016,-0.27243867581806563,-2.6447243486964545,-0.37308961830563847,-0.45230880403121987,0.06846535572365836,-2.0534188908532824,-0.017417857322913767,0.12119003451191637,0.13793744268293942,-0.39005561241379166,0.545966388896376,0.5598437067319706,-2.8451497833387442,0.5929387942486583,-1.7017271272346264,-1.6678247449208943,0.46356266777989646,1.243603195607112,-0.588896622387032,-0.3137373244038768,-0.8027304868780727,-0.6709958592734624,-3.628563572370585,-0.3222380743967129,-0.4881301342569477,-0.13809140300689782,1.3660568402554298,0.9175551548549037,-0.015168483432267298,-1.0429204911605314,-2.208438029185233,1.1417991287054359,0.39289294498808075,-1.2376881982858239,-0.8936545817772966,-1.9785806175155722,0.5942533329034155,0.7111174821218803,-2.078690114752071,-4.839695212641648,-2.5734356415669315,-1.3043072466598327,-4.434524702559021,-1.9321255689312269,0.7160065816501795,-0.8018970650596375,-0.8611640781871012,-2.477562202637144,-0.3248564393128058,-2.058833823746124,-1.6316558131455798,-5.220208773673095,0.05030799641276668,-0.40686423970763014,-0.8290476680166379,-3.10775430894358,-4.284043252904931,-1.2985239539646019,-2.1256924451860564,1.0361725655028606,-1.2981284455943418,-1.1820742073795232,0.20818192097749194,-0.7230674077840595,0.1915439548048417,-2.2418670996285797,-1.717868496154799,-0.5928596352312547,-1.361803601483324,-0.4175250264135609,-2.295919789387619,-2.319644692534228,-0.6443324117373889,-1.192090983640519,-1.4703018489278805,0.372086111799795,1.0894663395232742,-1.1349034495218342,-0.10378397488323743,-1.4986858037921633,-1.1394243664428545,-0.7981610672267017,-1.1547798305085708,-2.782706282657667,-0.5202939494711385,-3.6848550240137237,0.3895763455504761,-1.1709797041177783,0.9420370580621976,0.33934836584613387,-2.6836076669567044,-3.8308158562948,-2.3627615287058634,-0.945104217520929,-0.27829061345158485,-1.9677212816663199,-1.447889766688747,-1.859881573005004,0.021467976587812437,-1.7105950903724776,0.5830928190043584,-1.1823339224288778,-1.2121410350045114,0.3181287630650924,-3.607067411024958,0.0018820469128671428,-3.0572745098449756,-0.15428643574100548,-0.1431874337281015,-0.8147626430600369,-0.855694131757733,-2.7444563137960327,-0.03693226940361658,-3.0502241117885185,-2.1059109130305447,-1.5271234284108823,-1.2636841577054312,-1.4797168124096494,-4.139548245629101,0.2787521698172677,0.7689351841441544,-2.532545250378284,0.0680811534015574,-0.6105989955404713,-1.2599182997237555,-0.6218824499315201,-1.4317269928950767,-0.9502409188273407,-1.1968902616521737,-2.3582927652942844,-2.244623032379667,-0.6190208082597674,-2.50505221971393,-0.6791715282891756,0.37815981750677424,-0.6206121390102008,-0.6982243514241881,0.1637409827692879,-2.958965455547052,-0.7815538335091405,0.3078188988248371,-0.35224733035920813,-0.4870824215387776,-3.746646035379392,-3.2501932412269223,-3.1493817657586507,-1.1047682102062795,-0.80122653172595,-0.1667015283289419,-1.0781982604183122,-3.6269162319584285,-1.310849539237264,-0.057923670305243855,-1.2995275760292397,-1.5141979369100558,0.38054132271154806,-0.5093469625709766,1.091151821108502,0.3016206356583063,-2.226876831629582,-2.600416543517097,-1.048770699934411,-4.048462912239643,-1.5464046314119315,-0.9225929966335635,-0.28970091068484327,0.45260145363585136,-2.3413322279036732,-0.5960054788449531,0.3058803440304625,-2.94338409565381,0.10196372646744851,-1.5554397206854214,0.04360600875605724,-0.8564200075773322,-1.0859261217325813,0.8543224958605384,-1.7361145121234005,0.40737467400221433,-2.982470296968621,-0.910141893163498,-1.8436040065990698,-1.1773464378138372,-2.2152908400697595,-1.676570562520345,-1.643363868585246,-1.7461245213869976,-2.4449022927599158,-0.8824944598524395,-1.09905649842372,-3.7277757255960857,-0.6425245181346365,0.13172316662278064,0.5598220005851279,-0.8845565890285403,-0.046749241102035106,-0.09521743268668803,-1.4158744503058331,-1.284305081231827,-2.315009305553254,-1.3975788961505045,-1.25793258235579,0.7404991553749299,-0.43115677089845106,0.26942425093004874,-0.26344882782115814,-2.410610442713569,-0.28217295489934624,-1.0671182821392533,0.6766664142787198,0.4501325105730339,-3.410253677954285,0.45077486923600485,-0.4196840216615619,-1.994267408616843,-3.9365574354160935,0.1367521426325546,1.0637954239592418,0.8678684477344514,-2.7804432774508894,-2.6494925024983167,-0.5787893769487324,-0.08507267281295375,-1.0240409968951256,-1.2043482576464801,-1.1064091561685547,0.31469948009587706,-1.058245817494764,-3.055820791108733,-1.1236393027021516,-0.7733228416721806,-0.7308698574908802,-1.9719363372161545,-2.1699877549924405,-1.3435478688841564,-0.028132233031549308,-0.5497978592623338,-0.7730120818490298,-3.4194417464806515,-4.4255707645391,0.1269708198232519,-0.6474691485539004,-0.24060723120044555,1.740814149891674,-3.768316125287859,0.2082818926972386,0.7736539847595711,-1.3895645980802267,-1.6490407357681114,-2.28858177247779,-0.7122446957428593,-0.6943520754301726,-0.9256833914886416,-1.1045370450441994,-0.08382786993306693,-1.235930267018731,-1.6537628461503204,-4.741741722230777,-0.4709753393726041,-4.615655181940024,-0.5370523211425773,-1.6174183369371578,-2.9060964763263453,-3.5056322380124967,-2.5449927205472314,-3.0018674196973567,-4.78921561256784,-4.3513838768992175,-2.3899042321215926,-4.016886815228271,0.33598350686614753,-1.3015238765254484,-2.6180129790747304,-1.884508330684587,-0.007005998878460337,-1.4968260351362073,0.8162784736906112,0.49091018242940915,-0.9509645247593027,-2.5776085647395237,0.6863913586643416,-1.400579228019331,-2.382596327264777,-1.5258203311237384,-0.19785565066035288,-0.405186425946894,-2.2104600134716264,-0.8424972255889691,-2.576429390441865,-0.8345184472603813,-3.3060451081935858,-1.0610649938578123,0.7748945915247566,-1.2200972215998647,-1.8494507589885432,-1.7700224149001862,-0.9036153621923445,0.5764111035053389,-0.6433562981099646,-0.037427254397131314,-2.3729474831292525,-1.1126633211557977,0.5452197457451223,-2.5865411585741565,-3.2034573660486543,-1.7189325361546568,0.2995781086233189,-0.9322503057961135,-3.624621538320895,-0.23891629861500388,-0.09205232958517223,-2.1879920199703546,-1.4493671651186446,-3.209959435543621,-1.270964184766711,-2.059244276906006,-3.8368884793227402,-2.9159520562747665,0.3511374145382349,-0.09427915666040113,0.9731727784589475,0.9563319509677656,-1.7136710663021404,-2.0550548973983482,-0.9996186026686207,0.5259760297980823,0.008695223586409456,-2.768427140007448,-1.7681316649654595,-2.4727806408287956,-3.7910107540123867,-1.2029709650188984,-2.5606003942485325,0.18240163504198867,0.002266124564233555,-4.403738953439669,-3.730436627343389,-1.2266434588545643,-1.2472606723789452,0.3364027984443714,0.04000108623292503,-1.7924795101554183,-0.016462306659476584,-0.1552172920258917,-1.2231433545655386,0.3746548456610466,0.3907827116527383,-0.7923284059053735,0.24037468139732515,-1.0164384240894722,-1.8668076167720888,-4.074308952528729,-2.0796771252613855,-1.9428291767828954,-5.397216125056483,-4.769707548272126,-0.932527526426028,0.9039220422269403,-2.3154836395536096,-1.1255741186061403,-1.0900731819734073,-1.3207865520995987,1.6057316098586045,1.2415483561436094,-1.8110442159336795,-0.3524364727570278,-0.7991983138719915,-3.840521959458933,-2.229375301019141,-3.421212806879577,-0.5899865773177826,-0.20125371001662196,-2.2906730180135413,0.22762665476613925,-0.4547958752840047,-2.9878363187552854,-0.6977758083886891,-0.6101235743625263,0.0882533203173461,-0.4805962445605534,-0.6781185939214525,0.6395740307408203,-0.1779134798286584,-1.4792800656887175,-1.09319671652254,0.6243167697454053,0.09921849237112758,0.9565316569772716,-0.6461808788586603,0.014920748541147668,-0.5428342242015896,-1.228631246126969,-2.2272560027093813,-2.485589849314956,-1.067698764688757,0.48042736681658643,-0.09196352009824534,-3.4537017505835923,-2.912813116314161,0.5364461268760368,0.011516479235622077,-0.791042165764965,0.6072422585678262,-4.159166386983887,-4.824903108440809,-3.3415692777413115,-2.184004457347654,-0.204480041969835,-0.4507746772952838,-1.538411348785935,-3.5534319545347293,-0.02231455574644094,-0.45278933967163165,-1.9180876604555097,-1.3852137392639838,0.3106679572388772,-4.742014768753883,-0.13857627732475528,-2.4785101552329527,-1.348132727029764,-1.8844366566660364,0.4129805057557067,-1.263361697071386,-0.7127140741361883,-2.2424945973963886,-0.9898469643571125,-1.582357108524966,-1.5032018925873916,-2.5619109567129277,-0.5168868818958049,-0.1703883573704465,-0.27233167291109306,-1.74237842439356,-1.4720865447027762,-1.8028085179128839,-4.519190410818284,-0.24786273410272538,-4.202695492762207,-1.4078526599708077,-1.8713070242752128,-4.890055502131888,-1.2089505189088907,-2.1702915891247487,-2.1679112312202258,1.2520472510260556,-0.26187151843550377,-4.813543413552047,0.5994179334621234,-0.30359082024652445,-3.1142909489090047,-1.1466062396064023,0.03468970343846724,-1.658698638675177,-1.650202289810823,-0.3501912265929584,-0.37585515932434055,-0.14059602669350502,-2.34614468710144,-0.7250189783050451,-5.115205019354463,0.15919722470376862,0.17733731685534765,-0.8613467306102505,0.15603570113882242,-4.324845907665431,-1.7690759903383912,-2.0892008567021323,0.8047543480252927,-1.970816666447685,-1.373114662591766,-2.9419259064583945,-3.961621308352291,-1.3996678566789291,-1.5607374597891892,-4.4320580250456985,-2.2253240397899168,-0.2563508368461226,-2.9192266491467276,-0.9924467981574802,-1.4826788823475747,-2.8879375467799844,-1.599566174385025,-2.4562997749092443,-1.1427335955097575,-3.4076226724035217,-0.4067056771386811,-2.384987152263204,0.2843583952618204,-2.175710030528867,-3.13044138062486,-1.6084940576806994,-3.7691220735608084,-1.2122456657970297,-0.1920412484332546,0.3552534518478285,-0.012842703811603505,-1.1439130082419036,-1.588773362602565,-1.1078148238586543,-0.270336455429056,-2.1005091289687705,0.3430620976930596,-2.2212254863895695,-1.0923685046388787,-3.947057278994144,-1.3640526931192376,-1.82375032195167,-0.6897393122366148,-1.322574648400395,-0.6041433996452792,-2.8214379557207274,0.05919356520593923,-0.2096478660629012,-4.104388093788424,-1.4768206169983138,-1.7408862416864124,0.13561496100533152,-3.6916320673920184,-2.202978629619501,-0.7827654544465638,0.9424125487469442,0.048305722913568466,-3.542704900411772,-3.4529716140763327,1.4655571478175988,-2.2726781571560655,-3.312536573049672,-0.5466150899865079,-0.4467781079739676,-0.9702601757478954,-3.077253971819629,0.35578047268526336,0.31550143678708886,-0.463559994023022,-1.5399737169909624,-5.175764101976965,-0.4963339966927866,-2.037701831260567,-2.3815037198717444,-0.2825516153416934,-5.657479723909068,-2.6713055375759835,-1.092392675908362,-1.8584948618500994,-0.39753484631865443,-0.25953013754366294,-0.6524724055309195,-3.2158499420635995,-1.5085835511302739,-0.5216668062118764,-0.9661077360133794,0.8956585187220835,-0.8580444203412919,-1.8730814568927072,-3.0534438101915513,-0.38912151444700704,1.3980269114626576,-3.522635034940754,-0.21443327011486643,0.6086541181873322,0.6165308082819214,-0.7751857074853882,-3.464312755719188,0.6277328544157987,-1.8346554934160073,-1.9903284755338122,0.3223259183085012,0.06000601867070539,-1.5289848929713568,-0.9530566242499319,-0.8374257575025109,-2.3438710792678514,0.2662197267030897,-1.2040963335752293,-0.6368293187225701,-0.697879145097734,0.7615261511982514,0.04589177644447557,-1.1660667002203289,-2.266811343889296,0.02125194105012206,-1.3572900376838555,-1.466466546412077,-1.3244883151981537,0.21877965008146405,-2.358087169265081,-1.5167502717300319,-0.516931078081784,-1.1306545780613622,-3.3002168726611263,-1.9470052992974458,-4.367937694626909,-1.2397221541705339,-4.187231000764521,0.36519222647960115,-0.7448634916262725,-0.6867477579413463,-2.0201749766644412,-2.7000475504075307,-0.3346095965915237,-0.3369938848071884,0.8851708791786487,-3.232098137404351,1.3918913394485783,-4.719322916770249,-0.29170887931256256,-4.311117428492351,-2.96740263431055,-2.1543953543609,-5.88514488919946,-1.6361899026331879,-1.0889992956865067,-1.3716267291511217,-2.5187479930288537,-2.871828188336795,-2.9833065102863396,-1.8830022690787578,0.2593387027006695,-3.4344399538394756,-0.8671189767037887,-2.619963507535897,-1.1281454178906096,-2.279874345275521,-2.7743979317247525,0.022198744877191492,-1.8531329560897334,-0.9001710108201336,-2.7654644674883855,-0.5173104181182843,-1.326437858971433,-0.872235201176212,-3.2952050289106296,-4.334664782098021,-2.997043350397464,-0.9064965748453,-2.6023309113893913,-0.6897294163686095,-1.4054499305683315,-1.2266855442688642,-0.8084507029660004,-1.3051235717429166,-4.175407507033786,-4.84833459541493,-2.3742955408638777,-3.641888199296812,-3.8505607479722204,-0.506320142956704,-0.1028295003346261,-3.1945627697597856,-0.6798616162559997,-0.9574563560791388,-2.503699247231175,-3.4413511140330253,-1.9651201395209443,0.17067099738799069,-2.508845684335221,-1.2967221875436585,-2.5281097945398083,-1.8960637687641038,-2.9700651822619375,-5.042323198109012,-0.21809058739815582,0.14865034274142894,-2.2973808367153823,-1.0782422964663037,-0.5003813735203573,-0.8938531666480396,0.19324987107755714,-1.572826391732057,-0.6837515448916428,-0.4630960618664089,0.48375944143063154,-2.1695879165155474,-1.3916046109781446,-2.1906572209694426,-3.7243425892792037,-0.7757183081259371,-2.591503560794526,0.1869593438018213,-2.2029549285631194,0.30658895699214406,-0.9219149959506717,-3.603657982831719,-2.745723428588397,0.6632474241584366,-1.1675185045191885,-0.6458790504046915,-1.9290376384011079,1.2262311758754567,-1.992722802559256,-1.3856358558060038,1.7423914168217263,0.8720766839201792,-0.3397843464081886,-1.956879018497779,-3.7353684653718,1.4273919589366855,-3.9915185642269084,-2.470146683168481,-3.561092239836645,0.009079970055154549,-4.150734974192107,-1.0342412134510783,-2.62045127848811,-2.1725576787440835,-1.1125798814354129,-1.2702249674782,-4.099326856548663,-1.5161043487969559,-0.34840783000769643,-0.6627842806273585,-1.1202787392467812,-1.8665431989265808,-1.7980223344772517,-1.7674455029039016,0.8005602702593063,-0.5066128871241738,0.7782709685809145,-3.1900782843367934,0.896309703552509,-0.6804221079055986,-0.033148574554898703,-4.292475239182275,0.631094217768142,-4.536649235169021,-1.6560246629871722,1.9450353086973642,0.606749904439639,-3.78700591587944,0.5169020286803289,-1.2041777902915587,0.645916470666677,0.21549292116511753,-0.8619398731651888,-1.7556437404064014,-0.5738797366649734,-0.7119721921864154,-0.3636456799963914,-2.7014540918876886,1.677672694402946,-3.5507282749057336,0.6705314869244825,-4.147025898367061,-0.007107741085417513,-3.444398401814274,0.7551759466472728,-1.34412170722295,0.06833050217536618,0.7088324458639764,-2.8405828123037273,-2.6850015333656647,-1.858692013659522,-1.19498174060387,-1.8415469013423773,-0.18711515777923596,0.2872947726005391,-1.1411055910152805,0.013036425850872621,-2.6964413084854533,0.22230539305847388,-0.3061523122097398,-0.4692399770759876,-4.6381526382256055,-1.2859011558048863,0.4464127789067972,-4.215254002605831,0.5658796117160972,-0.5619363692491554,-3.33695872489056,-1.6484242952855075,-0.7839583531947262,-0.6455052829837843,-3.9982693369974,-0.3816172077198732,0.19287132179258454,-2.046707047737392,-1.6201265762876056,0.4917863409742789,0.7325653547170635,-0.9736615805701085,0.5438110611084976,-2.900510659345369,-1.644379547991378,-3.733171620271821,-1.7057304947741017,0.5395145755956773,1.961368768366847,-4.254071883834318,-3.675565844452426,-1.8622027070236737,-2.800495406064001,-1.6534349893076514,-1.663481638430438,-4.243779734660324,0.1467789349574218,0.519315049503892,-1.2060600395312946,-1.929546542730372,0.4465151198880238,-3.1785358046457284,0.21509386985374698,-0.5230702998743849,-1.8575044914818584,-3.1038874436829667,1.561376396741416,-4.495902065292308,-1.2257554395672952,0.035846224332744224,-1.7951834530703565,-5.304432615065893,-2.649130838297858,-3.809504164477353,-2.379184220797432,-5.121225437661296,-2.878088158506913,-0.5980393986527294,0.43157814124959354,-3.6724982571909295,-0.23028765181099375,-0.8981943735182376,-2.8426860130228233,-1.2040105792955689,-0.4684726149270543,-0.23393513975528177,-0.21605308406798712,-0.18614088477684768,-1.2940017838745566,0.799854068641757,-1.336780070638698,-0.07559254098788074,-0.3897819792494013,-0.8854473733890839,0.042319790132032215,-0.34929023394688263,0.19737071122183192,0.026171486537791715,1.1743727817516023,0.11282486555206853,0.8011385915471368,-3.6680325429260487,-1.7879667027056352,-0.4839169287359472,1.4496468438706882,-1.9390945545989353,-0.660897995833095,1.8244045152233854,-2.4703388212714517,-2.408710987440661,-0.7190577429073362,-1.1868044102857298,-2.070435345871238,0.18683526717059365,0.5996265043369479,-0.07941595764108453,-0.20430858661552345,-1.748794460378205,-1.4048672709319205,-0.8024152927281187,-2.9397239116230947,-1.4347180898463927,-0.49928201895602725,-1.2780530966810055,0.38894857211105244,-1.8611883474417783,-1.2802198649766214,-2.2503219705410427,-1.1297320654298773,-3.9098948900700217,-1.8552676326027868,-1.7261605200646877,-0.4031430038677058,0.795817902722102,-2.8945774502163983,0.5322846279784474,-3.8755211803327385,-1.1816283355635935,0.27301740008360703,-1.6948951404295072,-1.0804800708715216,-0.5877117034898962,-0.6847211498724186,-0.010373344195113394,-0.586815677504483,0.97058298232072,-2.0837007911914087,-0.7683676448726972,-0.046297151078585466,0.8879682896364683,0.6370034191530899,-1.155930159365659,0.8254541550900769,0.342431126779557,-1.698908083915873,-0.8165781473783623,-1.2548742155980739,-2.322284317967945,-0.3767041134415132,-3.7220204792614613,1.8747072449241298,-2.9453364577675454,-0.4505883036738726,-0.9309029443657234,-1.6323608581915148,-0.49237486808509673,1.1622614999528067,-1.791505178380389,-1.3403591468398133,-1.045004873748139,-1.7660315718888928,-1.0220271021081628,-0.8484305902084791,-0.7732641346612852,-1.6463805056512135,-1.1650238801515265,-2.2183626627652373,-2.645564716182721,-0.3935844234038345,-1.1744678649776992,1.0617627661151718,1.6651386434697,-0.3943146829628478,-2.4424880625674716,-1.8470162980266775,0.24286299745369533,-1.5866706069874656,-0.7377270701829435,-0.00015259798538545336,-1.2312042067344742,-2.222142117218278,-1.866418858850432,0.6762372613191832,-0.20756127889985004,1.158614234698494,-0.7380251060877121,-0.9175373880644833,-4.50796925540968,1.9098123850066988,1.6643947704761963,-0.5585520089271132,-0.13096788975028797,-0.6757295108664823,-0.6451397672421021,-2.6208965361459016,0.022821843363831154,-2.660219853756144,-0.15049680535010423,-3.5695174283289783,0.4318434494791643,-1.587461460681794,-2.14100300624462,-1.970840492049497,0.11030417484759202,-0.7047188230765564,-0.925872326557718,-2.4443946362574733,-2.4917160291228986,-0.5183508886571236,-0.8802682918579089,-2.1406165132269908,-3.6395763968993062,-1.6995068367675452,-2.626813306948954,-1.7289353293264773,1.2283887408312013,0.7126551045496576,-1.6295325933399516,-0.7590402928446248,-0.3221783724121665,-1.7409234060501089,0.48005780801337167,-0.8943455930402333,-1.9739578473927226,-1.485098513459496,-4.524282548174883,-0.5062311429015205,-0.9620997363736957,-0.17388233812870704,1.0683745511651876,-0.4704578947757771,-0.9655731943387178,-2.2627355872628354,-4.9715195254457285,-1.8504951723663567,0.44345190819119334,0.7143927875849381,-0.4910837707456689,-0.4549583063494326,-0.9028613062837826,-1.8046810855771498,-3.2776835044424413,-1.8282242605139714,0.9796247680902844,0.46833943624923197,-3.4431539218056804,-0.6871721634782686,2.1174610128696387,-3.441496023650743,0.044575005153799516,-0.15335759700468465,0.5253944923385293,0.46390176843614683,-0.9620393495471886,-2.140743743329037,1.3017069591052215,1.1378444212814436,-2.398655236083532,0.50335890437069,-0.24024227461215733,-3.1669301878170883,0.5258743601724031,0.1258484178552703,-1.8405959516071198,-0.9577753892294462,-0.3557784849895183,-2.075910813731615,-2.163108271037517,-1.4027939799157247,0.146738305999821,0.8613591604797863,-0.2884073992732759,0.7381189325180589,-2.207112038996593,-4.155498947710269,-3.804953741319104,-1.5363223010523575,-0.24381273049240537,-0.8202230228520606,0.5536169424083486,-4.260403666952625,0.23844127063131199,0.4075860704614994,-4.151863669847667,-0.7405235254103687,-2.547561553562976,-3.2384591452983336,-3.683892967968964,-0.188505805162464,-0.8062963846127335,-4.5021059171059115,0.38168085329112683,0.645008412967648,-1.556415666336906,-2.246943973489541,0.11386017721921526,-0.9872199844205154,-1.9851766713274133,-3.683951003247394,-0.7829457228786517,-1.267019096102707,-0.010925578892572084,-0.25450804661278964,-1.5974778547704362,-0.25581362614584535,0.6248543099971239,-2.0346416323586465,-2.748470349180244,-0.5796127066817276,-4.290731470408875,-4.524567420925471,-0.10433489033931885,-1.4935748041010806,-0.5073495062303176,-0.005754438015656754,1.5551395968430297,-1.9310903953375935,-3.952150106708426,-2.821951636040683,0.11853389237708864,-1.7412837056216537,-1.1540126244665443,0.2568183260996343,-1.5575302867639826,1.3957122615534603,-3.30455198020303,-1.1555364210282502,0.39378884176952716,0.010450633854478617,-0.6350497902957433,-2.311614125824746,-0.8735316263094495,0.9517513239396052,-0.9703224750640568,-2.1662885237077054,-0.882117617050042,-2.4629995066371198,-0.8604858844640145,0.9809334398849396,-2.149684908853365,-0.6131809493444934,-0.9129096335014605,-2.128369719028236,-1.0180750887815568,0.4106073798461846,-0.5868631792396061,-0.8583377922708235,-0.5610680034971391,0.22273171217877857,-0.35724940666460064,-1.2543892276112534,-0.4267108332673642,0.7162922309159303,-2.901890129589196,-0.845412680059799,0.13156845805515305,-0.24943774304667515,-1.7088453728747033,-4.915527095315114,-2.0391083755472397,-1.6791719923661936,-0.5790712170572756,-3.956154390128383,-2.6971082205031003,0.20352281356621077,-0.1145985599869044,-1.1478155342781287,-3.127081815096068,-0.6184999571170493,-1.4189857530251893,0.43660873044135917,-3.3980985521139626,-1.6034368762906117,-0.7469316582753817,1.2035412708528246,-1.1898014425330434,-2.3014912583336673,-1.7327499218779554,-2.723909806958755,-1.9731069573288522,-2.4103612458846153,1.278121964841136,-0.44090276783038157,-1.331505200913192,0.8640835048024998,-4.546077551163154,-2.561402023794852,-0.27459749689795915,-1.3325770878152585,-3.248431273549868,0.4429684905302015,-4.464267481252053,-1.760639782848615,-0.07504613355356611,-1.2130418825085842,-0.30358359585340483,-1.051243607575494,-0.6682017974285195,-1.2460490388379235,-1.5357278552756672,-3.0238708989476946,-1.7877618269648494,0.3000251212676223,-1.2180366479956548,0.4459724705555302,-3.0259047643100665,-0.598097462374627,-3.7475117618387244,-1.641726126275754,-2.988752310428244,1.1615727493100816,1.2601738431091873,-0.883455659909938,-2.538820515133584,0.6822093999825709,1.2341755280933768,-0.9293648365234725,-1.026216340349076,0.26882554196656505,0.5978762061600983,-2.1851726844506607,-0.6408843309114838,-1.9653187458617112,-4.733273326517732,-0.6700490983412704,-1.2611309518732343,-0.5238160039534558,-1.4802539926269913,-2.320919276944747,0.7956133144013958,0.31050907572548186,-0.7766671620203581,-1.8513470706590927,0.5375822249914652,-2.0693987536967904,-1.2853961580993805,-0.3244745228314992,-1.1397791905213215,-0.11686994925434267,-3.7137264854829795,-0.8374278228211619,0.31267681728748414,-2.917664013700101,-4.123861585604515,-2.4164504667036057,-2.1453898971468526,0.22607044906778156,-0.9034602899634214,-1.5746911513856063,-2.2691081940488083,-4.486764976133491,-1.9166050113823088,-4.672284577806446,-2.260345074606664,0.9323000069078148,0.5717151058594583,-4.320977728636959,-1.1522895808823532,-2.4553883364210183,-3.060407158698307,-2.11627470763864,-2.938845387897065,1.2341493051689862,-0.832325067364507,-1.8468018201182308,0.639832999302814,0.23816050496034977,-1.9525539503339928,-1.1843230355543157,-3.6507960545068894,-0.9570838814882581,-0.1465214184789025,-1.0456644214588926,0.03130341458009545,-2.2579053184252325,0.888517431855767,-2.534819804185517,-1.9026289135538157,-2.309575710163636,-0.8165719879423194,-1.124570576069862,-0.965878773596228,-3.8511469474155557,-2.6403296747157685,-3.713070149294695,-3.2707060508932733,-3.233775359333643,0.8730559719268053,-3.695227917995984,-0.2171968917460383,-5.5335555349228915,0.2838742352858408,1.0605838184255791,1.412985803796757,-1.8912023591328284,-1.2907167589401225,-4.414133870396793,-4.413209586437362,-1.4755285016983102,1.27432524515538,-3.5246199709149244,-2.636275497578575,-1.038596947530257,-0.09512358413430941,-2.061850547576049,-4.317869233736992,-0.04405338721305575,-1.9000555040519982,-0.22723670422357986,0.39136343895513936,-1.7597387036308838,1.120161299976307,-0.9001636494425868,-1.9361060581837615,-4.938442898307424,-2.0455588759305376,-3.2353576340825616,-0.025581999794428836,0.4990814217784806,-1.0254734797348166,-0.2717782486289345,-2.6396690505623486,-0.06522955529589533,-1.8974499369065392,-2.4791628857068706,-3.668896045128424,-0.6371872569262805,-3.7768824657837534,-3.3198358854747796,-0.4259381073754352,-3.4462790314099974,-2.0129634423223357,-0.029838009049572033,-2.7799021551114302,-1.6310290646390047,1.1929100697391584,-0.36809633660678,-2.7589280048892793,-4.1133283908156875,-3.3338394485959393,-0.3378972574227825,-0.5682129738351753,-1.738678144419255,-4.089569497467094,-0.2279610089564082,-0.9489684161806806,-2.022684290410709,-0.61768309726629,-0.04185223653290317,-0.268643121548386,0.3195221205812735,-1.9538607801587096,-0.4247504371841974,-0.2262803970800383,0.5486913644990823,-2.0944676341071915,0.8196595819050466,-1.6354049545896354,0.10223986680608217,-2.749185603199091,0.3245058705100855,-1.0799562412506751,-0.8884622686846629,-1.6521867163706456,-0.2496393681027164,-1.4569454806029662,-2.3399139738624473,0.3177836633901599,-1.7650994654667667,-0.42028389903077706,-1.0274675379010598,-2.8573369058830878,-2.606975532041045,0.3532803341150392,-1.390580915760374,-0.5528155864033562,-1.7751429300944022,0.2514317579989302,-3.4235043739955824,-0.11998926181591112,0.5317861255855255,-2.1293147293014916,0.15085582787912494,0.5622377725876517,-4.820890133802013,0.4841478428976847,-0.2376694678543237,-1.158586199006987,-0.6154963199347113,-1.6274613560057956,-0.6881931558726422,0.18601009373507213,-1.332695971553999,0.6393017016171817,-2.2001642242131982,-4.382925829940309,-2.6742409107464913,-2.076014168794375,-2.019632484202485,-1.8291308644315663,0.4510826839354634,-2.16517732458429,0.74250427635956,0.1634457108487979,-0.019175193446929518,-3.415294340989679,-3.9710484899287457,-0.9557074026888218,-1.3065467160060882,-0.916463925661907,-1.9310017392853334,-1.0484666966284544,-4.8981577009232495,-0.49372818418702596,-2.966074780135784,-3.3288891933724414,-3.176249190332766,-1.332368175769251,-1.7169373501860967,0.3679091570591593,-1.537388220514367,-1.0918052900383615,-1.7027409679485956,-0.8469418130330107,-4.345026364986119,-2.0799316469664086,-4.955668846025227,-1.0825839824168142,-3.5259291367722323,0.3975543530717569,1.1967378888645979,1.1797887968251595,-2.881926524640286,-0.5360702124247342,-1.8395900337268511,0.5394259285637545,-1.6175199665207813,-0.030441928125292162,-0.8720946107700445,-0.958948042313788,-0.44313662826803646,-4.313609216905902,-1.7965999928366718,0.2024712862251724,-1.8862160305275346,-1.785101962853347,-0.20888548090323472,-2.8650052546159834,-2.1358753220927063,-2.067601745692639,-1.5600332359162021,-2.2628597861328212,0.31441829346245986,-2.1705598571686298,-1.6231195006914536,0.7091409069950347,0.11059981811480867,-0.09581029969663585,-1.9916276055015938,-1.2395983496429488,-1.9553844449862006,-0.9527304348509975,-0.2338322308461747,-1.7339642301968732,0.3043945940906006,-1.2122671856557443,-0.03649788245469029,0.8103849642867658,-1.5594982928869645,-4.249011185980258,-1.7635179305797428,0.8251547881067002,0.3258529079090113,-0.24097713630076983,1.2401664207236391,-0.15987905478650177,-0.4547426487336888,-3.2982280010254885,-4.013277629293089,-1.4061526081465054,-2.440942667856816,-2.602284327661939,-0.18346593657603083,-3.3359415691298433,-0.7012468088365992,-4.72541050217733,-2.8232573937349805,-3.035915911357225,-0.8667735596392031,-3.858631037891891,-0.16694535764343246,-2.858480765716096,-3.5970458218163075,-3.782626452610619,-0.743774225281921,-1.8347151956366001,-0.205586302012816,-2.5059156827074096,-1.2982520264260158,-1.348384125873986,-0.7475741083787735,-4.292251959483014,0.7418521051731835,-2.8517891039284478,-3.5235511197950458,-1.8042677081404306,-0.3052385922341533,-0.251187403843631,-4.693605976806595,1.0164561387727218,-0.6011544359037608,-0.8647315371957205,-2.121880120510213,-2.3257378611197335,-1.605869303746581,-0.7675335419800574,-0.1239401973056543,-1.0835751001185026,-5.119835446387203,0.24586654234067287,-1.8532922227409494,-1.4848588556835036,-1.0436381035246447,0.7722373059530476,-1.0074294179391685,0.8482963597804694,-2.417554229270902,0.38417981084499525,-0.2374543427469113,-3.672169343809765,-4.01575488009977,-1.9939720444148445,-0.3845540867205653,0.2873563627695518,-0.9698782447089097,0.4524932004179904,-4.96705051094771,0.9560290468038816,-2.9249740953836083,-2.467765390213433,-2.5120528856941022,-1.7033625863711397,-2.0275964581143198,0.12486009403122451,-1.0298724420038072,-2.175349482754175,-2.8524558856449715,-1.4332229002088777,-1.6681690593936382,-0.6916043713709715,-4.3322874403900755,-0.49767942077901767,0.3629243894227149,-1.4258230015816233,-0.39225610507827474,-4.541596968761723,-2.116735163821216,-1.8079340612972785,-0.4090332334521579,-2.05855538909878,-0.5744891625084311,1.024240539465485,-2.131298067533733,-1.8990202230454003,-5.01744825521424,-3.7954191632426286,-2.8966841840668045,-1.421234294581225,1.3034367966428908,-1.5552173060909527,-0.8770024888453769,-1.553890011761631,-2.60920701560835,-2.5564251728124345,0.05423692621611524,0.20319620907413788,-2.13972991445041,-2.4044873972379426,-1.1297583705365486,-1.0584204344607602,-1.2743530342875666,-3.8997625925726047,0.6501603635790861,0.6899711450351651,-1.9865137198709852,-0.4832232775314165,-0.17028464585266184,-3.6020297026418104,-1.5159204522427623,-1.3617903033491545,0.31452452634025485,-1.8170995797616847,-2.5218601942934735,-2.9390063973681593,-0.48456815134777914,-2.2623299531530985,-1.5352422477964243,0.1734839980575798,-3.238606356255248,-3.6939170146355997,-4.722293625046325,-2.574442233806023,-3.0363770316556518,0.44290328350384367,-2.588663250262472,-4.149647279445986,-0.6225987967843145,-3.0064198551572745,-1.0999244933367862,-4.084242804374187,-2.4281588511879106,-1.3818377927248082,-0.22518738506802755,0.42913821355523046,-3.390474962866874,-2.0845788328250854,0.5675951471305984,-2.2338539017580614,-1.5506319245130906,-3.8559437861020127,-2.4150196916409272,0.06067328148823451,-1.2034441961672908,-2.0643196352369224,-1.8056372330472508,-1.9186444786704338,-2.275661811652952,-2.3190853429250016,-3.242519752303156,-5.1190553562776,-1.8758662117525544,-2.7965387610990806,-0.20965365380096915,-0.3714429003355558,-2.379411501341343,-0.45957818851611953,-0.9896095113056493,-0.6202774765302221,-0.6916000793758192,-2.1576229655750008,-1.5109644869770908,-0.9389244393670163,-0.5734135734476354,-2.883873999035376,-3.794799838833166,-5.003365687378672,-1.3760755406872371,1.2135881615129065,0.10542471838741073,-0.4204822063064582,-0.44450768338679647,-0.6260615730925244,-1.5235717581391017,0.1765167529935006,-2.2677555707250128,-1.7324375055409094,0.1405527404877077,-1.4533834239419556,-0.8125623172638001,-2.4342524149295652,-0.7445888061375402,-1.1533478180270498,-4.313338130423653,-2.547141360869811,0.6874108224095026,-1.6080713394476833,-0.0740272905463095,-2.7443219466841886,-1.0236364704265901,-0.3832071240334555,0.49802982711096183,-1.1012432485984196,-3.061646485215248,-2.437759371780327,-0.05934519700354542,-0.020383529171556242,-0.6768051991178968,-3.087286260655576,-0.37829494716268347,-0.35108505397508527,-2.251028845520106,-2.0910909544420613,-1.456218569473321,0.20714886924637893,0.6249562983326159,-2.536173539103807,-4.040398986116717,-0.3462380398141374,-1.7134720588957155,-2.202842737053948,-2.7512884170533307,-2.3238960371637907,-1.1497321442826014,-0.72946719169175,-0.47910216098733965,-1.1710988095268455,-3.214802378847818,-0.7215822093566535,-0.09745345051260562,-1.095207074741265,-2.1201216896844333,-0.03806543689291679,-0.7511072293120765,0.1856321008189803,-0.7358128909173031,-2.386290556043983,0.5036911092348353,-0.03854668362040348,-3.802914817911003,-2.604885634587727,-2.8188618526998903,-2.8492487894251064,-0.06604522108814469,1.0287228051402577,-4.25469490681697,-1.578636830399821,-1.199409912006575,-2.98828926693997,-2.060775891227334,0.7101097580454147,-2.553389097607915,-3.0628517922480656,0.33923669427808834,-3.826647074332825,-3.275994145648151,-2.819866064007074,-2.5082496595484867,-1.9605673562185575,-1.2371415652424622,-0.3092670152639266,-4.719266206056404,-0.9472612925017035,-3.6997611017092393,-1.5232957936088956,-2.6042920147522772,-5.1025756270619285,0.002963790790650663,-2.564830003110065,-0.12354262951746994,-2.0891411090377536,-1.0343302515795927,0.59659021429634,-1.2006339816873002,-3.277418436669369,-1.281843336643635,-2.229712868819519,-1.3137136453504343,-1.0620707691771563,-3.204019611366325,-2.4860512482213437,-1.1165638859970368,-2.7648338971117115,-1.6263179485835761,-1.727254853673896,-1.6371327952212833,-5.099414698010106,-1.4025856228650868,-0.374482383592087,-0.6077502797985158,-1.4410908908668085,1.0439293262470777,-2.665177784455385,-1.7759082623220914,-0.20877351745825767,-4.678193931922528,0.039052722756660906,-2.5779724298502784,-4.7872927071481355,-1.7209930939456282,-0.29911118756291694,-4.5716385097297625,-4.575221893552415,-0.637146141533424,-3.523865880974273,0.5356059164943376,-0.1268746958342037,0.058239156225817136,-2.0333248548380833,-2.4294560310683635,-2.276997834155677,-0.25490942143615386,-1.7822662680619326,0.30395181418260364,-0.24060435433994168,-0.5177423703813218,-1.6745235715480342,-1.83136684513551,-0.18160554758259184,-5.038568777986857,-4.93209469069154,-2.023009065448308,-2.857981637922755,0.6023571452051933,0.2804897581637386,-3.129398557675888,-4.269698583593972,-2.099431730060049,-2.735509155858542,-2.4293321964236063,-1.5303528113486466,-0.9891563333777746,-4.516440349517481,0.38880906619355227,-0.8460053925323066,-4.419013637157604,-0.6709890002751582,-0.3729406091082194,-2.108051822442668,0.17654765321783966,0.5916437301951862,-3.2749206386564427,-0.6505673295522748,-0.5675043874717,-2.2075179492682695,0.10758176567217326,-4.462700963005647,-0.8958502951310985,-0.926238364748377,-3.0875525713410403,-1.513094200834455,0.6078580319108535,-1.1133224677147284,-1.2013903310738903,0.06676868056907637,-0.5317426868742553,-1.7073205623233374,-3.7483539815613796,-2.9716955867121824,0.27539616687085305,0.008803823954334631,1.0460576624827223,-0.4208770324354519,-3.068009465558135,-2.70798270831316,-1.1812857668769279,-3.659918825772854,0.8836699612393849,-1.9801739568713053,0.6565475835654965,-1.8963759055046152,0.1473622782376629,-3.137794285277219,0.988959869882614,0.3594065137851049,-1.3826615856096978,0.08881853852388875,-1.420260600058108,-0.021602445284271087,-2.5395706405782517,0.2813385216450399,0.5992095683884135,0.6141554262864849,-1.3616372474424046,-4.177033581764169,-2.834183610700828,-3.5265472541813896,-1.631002819448721,-1.0837669616478363,0.6014282475836251,-4.373773463213678,-0.4386268067831588,-1.3117676609925255,-0.35047972978054714,0.15046418746907295,-2.9115240461711336,-1.7720090024349073,-3.1213326387152107,-0.038993540692783595,0.001868557424052454,0.475344977616159,-1.265561988094672,-0.9295760158364496,-0.5646050105220733,0.35337449309865554,0.17718629708838618,-1.8616420051837756,-1.9320880452922786,-1.5806241276723028,-1.4378261164551258,-2.497446015507917,-3.1586336521762033,-0.3732025962500158,-0.6556298347235553,0.19226783652817545,-0.8833132301307686,-0.17980271845558707,-1.7086767971065637,1.112469513045645,-0.539394665742603,0.5516844906867763,-2.1807695426154208,0.5490543203272936,-4.178818210156181,-0.36256252265293054,-0.8865722609552723,1.7027575442869571,-0.6187019310776345,0.21604161791438428,-1.6325628667059986,-0.5301869318207622,-2.027990935180556,-2.5140311782973326,0.7457206173941593,-1.9095027373338023,0.9365902960060011,1.1413225547730743,-0.4406430312882607,-1.813110110385061,-0.318371958987226,-0.38123515654460227,0.8639336715244887,-1.134465736673913,-3.8631882533866606,0.41820052055492724,-2.2990763475515297,1.4685943353568816,0.9674654371194271,1.0298799682721962,-4.131228045478762,-3.290723950568913,-1.185388991917527,-2.276775948246749,-3.230033975169592,0.5293522461690711,0.9465799414861529,-4.148188519442159,0.5472233036691597,-0.1891467074267331,0.6167429121093857,-0.02609325372715719,-3.7138533501439657,0.629055362731141,0.46418636812648667,-0.4051300664377161,-0.19618743769013638,0.09664514887353648,-0.5494752617196178,-0.09405557124075839,-1.3382142097696572,0.5499036853866756,0.5693136451706892,-4.683971215411441,0.3315439381897647,0.8111715371349866,-2.089226803224394,0.5075041927091302,0.0568132846444081,0.6544277815097393,-2.580174798502283,-2.9271701303669873,0.27634820700113044,0.5411930652352278,-1.5583327982858453,-2.0308143355568937,-2.5006520127857783,-3.9127149181882106,-0.5959526509755737,0.6105549788490866,-1.7699821132275873,-1.6842537270762945,-0.4707986092987185,1.264015698918223,-1.619370708002986,-2.230884605492228,-0.4292745247531789,-1.295741607048392,-0.9293369643746626,0.1509378807253434,1.0031801606908364,-0.6672179222237156,0.18592186149988693,-2.1868183686463976,0.018826186348422588,-2.351524328755937,-0.3207497395849596,-3.9919512672775026,-1.0342393868418993,-2.2297601739890403,-0.6467777944461239,0.4920609465496612,0.7534161615418603,1.4228336001108985,-1.9125357758967836,-4.213438451852321,1.084789522340581,-3.3558552890065085,-0.4540374323776368,0.8793658181526739,-3.5559468227762134,0.14650023244763957,-0.6299030263026972,-2.632283579807628,0.680796297519971,-1.33601692895945,-0.868669354073459,0.8872902114662035,-0.8204814857742136,-2.848794885147368,0.10926746098667767,-0.3297502272233099,-1.45896681055621,-3.8340728465801814,-0.07132838240680647,-3.3543305126152254,-0.1875146720317514,0.4114139957320973,-0.33126759493680585,0.955536282181398,0.7762132507479446,0.7362105491901667,-0.46980394762556604,-1.3998766183274092,-0.8706785178451144,-1.6289519757996598,-3.7822055481160834,-0.7314530551020304,-1.9648556710603318,1.3608903347463686,-3.8448436215121995,0.15633265998067958,-3.266592990221853,-2.3246303919545683,0.6697201477946676,-3.6925024965103996,-3.447685319675284,-1.5698026606036302,-0.16096325433199282,-0.5510659566519294,-3.9734478688006254,0.028894819309972765,0.13735978325760123,-2.004413739064105,-3.20558304908658,0.8836979625617836,-0.09680429461412729,-0.07550425812198366,-0.0014392590505737063,1.4358065299768596,0.45718303576124675,-0.506422039573446,-0.9210012025014725,1.4521335727589861,-2.6851778846268863,-1.3680308503857892,0.060914570843128145,0.12740138037172255,-0.1270997047485874,-1.9404014839588613,0.3913503252353593,-0.4378607601556717,1.143094600359798,-0.5461753142738095,-0.0164156893988903,-0.3426726728370465,0.09548722427363564,-0.8677146883473853,0.4017630245994458,-0.6285344481794688,-2.43760878831387,-2.665574946221908,-1.3117950148046431,-3.159890361029794,0.4896800457407552,-4.891519415259463,-2.4077628076605118,-0.3150208545066152,-2.978189373739716,-1.7850645368159637,-0.9136200949519343,-2.95048649241662,-0.23497835474071002,1.207400981113585,-2.3134407229182328,-0.7767224765589318,-1.0265951855885438,-3.3932681580730253,-3.449780542871576,0.678481880121662,-2.7663717319767485,0.01657902581092985,-1.292517161510637,-2.016982871316911,0.2700955637065376,-1.7423270197551426,0.4743384732944773,-1.7888966482058355,-1.3812869224041697,-2.518468234724919,0.8694870891027509,-0.4389116083915234,-1.2128853145121472,0.20973837930630979,0.09588605523920622,-0.5966041588647244,-0.7833401470800043,-1.2987184667931868,-0.4287950627188717,-0.1874390233481595,0.6602757938393082,-0.9083126901448312,0.4106636989220824,-1.7771394902297186,-1.445563020884142,-1.1982874099679397,-0.23691913219314154,-3.5570309987826905,-3.569779647317506,-1.092897856102307,-4.143661223509412,0.23878773059556396,-2.30572824789858,-2.5096643515253017,0.6940948858710331,0.05929743649830029,-1.4088333386580558,1.1123777813457159,-1.165587431526901,0.6480308436115398,-1.5764611127520072,-0.7550219763145829,0.7902740317199122,0.17648472826704845,1.5589107565597498,-1.1349855018861794,-1.0474280397279534,0.5511174965462486,-3.089530250440273,-2.399191957464359,-1.424613486785075,-0.007442359043096209,-1.875548582099464,-1.383031483852396,-0.4947363156151668,-3.0229115754609888,-0.04387464005447677,-0.16646309894633277,0.009472106064529138,-0.41869438140005544,0.7680086884390505,-4.185227540983411,-3.101819859112744,-2.1840019336741183,-4.053029634029677,-1.0468333211005838,1.0070283396151856,-3.4537465361274293,-0.8250001897595183,1.9373516457130997,-2.6116014674393497,0.008514693092318637,-0.33172510496379043,-1.2081637138310328,-0.6347405604934295,-0.6569072167551218,-3.7056717566625945,-0.7465159228415953,-0.33157596974281056,0.36619976710628305,-1.8111334652249222,-0.12352921993455267,-1.5114389924831255,0.5476288210609089,0.8573735975630502,-0.966933496016818,0.036452238777669996,-4.671066928019944,0.6690430452409332,-1.9114873536970223,-4.028358063318469,-0.2695075527746274,-0.18746036376021172,-1.013725820062507,-0.14795111660204482,-2.7974922611664503,0.1506988693282675,1.6160841261323673,-0.8356404623397236,-0.9984968554781141,-1.0138179442448465,0.44635991794731955,0.7609375797426668,0.4531936150877297,0.9734465972669863,-1.7431491140952318,-1.3702015298053083,-2.128647373449504,-0.6141014482201231,-4.07326873228036,-4.108396899408968,-0.8863927945090461,-2.3970702564760655,-4.075092192858938,0.23000013610806863,-0.3868744051911342,-0.4197460861064014,-3.5654357616227013,0.5993957276263145,-2.4511473658171465,-1.3275605435990496,-3.1970201697999636,-2.788162285691714,-1.3336561244913974,-1.8818523432204908,-0.5137141187575813,-0.6793575106256116,-0.46070275304580444,0.3626700966907059,0.3845562104060648,-2.0776710063221158,-0.4838675029506019,-0.010503515164221936,-1.349249204972267,-1.3794761854469204,-3.2626251844852305,0.9362779274509468,-1.3058145069290914,-0.2006483053208835,-0.08001756346742021,-2.6457689233777186,-4.289645543135067,-0.05758145188464048,-0.9665190968638643,-1.098495027986549,-1.5915492619839513,1.099784114141204,0.22305024342603322,-0.4729659089688605,-0.14054780559692312,-0.00961068179586629,0.3358876180343629,-3.28496080385353,-1.7707847208048029,-1.2252949542209275,-3.162349942309728,-3.310616579910496,-1.7407800974139622,-2.550434251976211,0.019731409806691507,-1.1402969023477625,-0.3398213704550917,-0.4494546922157668,1.2405700314179606,-4.408047991654734,-3.5440276969647253,-4.082521549049059,-1.5582871394151154,0.24094875368868765,0.09710574359271244,1.0522743255224156,-0.3407133157340056,-1.6525447047286008,-2.3035022476522355,-0.6905373224592841,-1.9804298152017374,-0.7113747236147573,-1.6962476154267727,-3.123090875139586,-0.8116938621332225,-4.753333875091725,-2.593949692745194,-0.17150891097616208,0.5533170073061123,-1.7230326685448727,-4.450158687561024,-0.24280020427514254,-0.8976158301918178,-0.730953121964878,-0.9020235835788161,-1.2538402900628614,-2.2280598203157154,-2.220349003155896,-0.7177003763330306,-0.6907223134490632,-0.1059131035457318,-0.7890025394640845,-0.7351893983648932,-0.264325822324987,-3.0236662822528095,-1.9354880125342757,-0.5520025916563607,-3.073057789342779,-4.396772270707507,-3.3129633074709766,1.3391712049555353,-2.3733146195781925,1.0166037447084053,0.09545711101995577,-0.46612688165110244,-0.4085268985102789,-1.0217888794472971,-2.4372258015814774,-0.6198772633588892,-0.7558288438845776,-4.733916595257759,-2.441960697714249,-0.22469309153722256,0.07239317216638456,-0.25106834018213414,-1.5458806766494706,-2.9247068996379118,-2.6318344501090287,-0.1504945504390176,0.8254878866023241,-1.553585646519483,-0.5331961998425654,-3.862666690701061,-0.1873634913068725,-2.0651328687346604,-1.5277950774998759,-1.3230386229118387,0.27505497465161566,-1.8116546416666166,0.319941737416658,-0.1721537744911675,0.3924698876055544,0.9590026710774706,-0.3523989876121508,-0.9187821436569191,-3.523231976898808,0.5886550441117112,-1.8286992602238834,-1.93083877281027,-0.6903315253653937,-2.2939266727304144,-1.3636011037064149,-3.8110087136602275,-1.7270338278378823,0.13634908307153537,0.5894724134930768,-1.791841962781607,-4.208310009965632,-1.3523549214084498,-4.581770976848149,-1.5704963176815947,-0.40220838199814635,-1.9673374653972802,-1.4318846634854343,-2.004827901185911,-1.0276244555806653,-3.9209938069330503,-3.2851132375506125,-0.931171454582974,-0.022683096179885186,1.0068942689679146,-0.3428845059642928,-0.9238776106909644,-3.337085793258975,-3.018321977969693,-1.2957460068537507,1.5569574551418233,0.5206136383452874,-1.7513474498573256,-0.9348851048152149,-2.1002773704071815,-1.9771756338132576,-0.9855050052349164,-4.817962366240553,0.16865506550795192,-2.4002656857756355,-1.9668312410007147,-2.405594023679993,0.9220493611345968,-0.09008145801721136,-0.5845040140710022,-0.9561501435628608,-1.9519427568346186,1.13483120136911,-4.829956109037772,-4.1878077898181925,-1.3308360133534975,-2.7385349450097456,0.3249003970550358,-1.0630957953688427,-1.7590597871042815,-0.26225762843301564,-4.822141047718739,-2.5952412830485274,-0.4095774628151499,-2.098569789570879,-1.6760195451328368,-3.505062218367813,-4.686127289681217,-0.57199572083931,-3.963034797393336,0.07333905637429598,-4.12715254447031,-2.8106881519985563,-3.4237716346649045,-1.712401704362882,-1.3247847862389344,0.13090470528001277,-0.6148533499794934,-1.5261386695987458,-0.4564240510739347,0.03676761774593871,-1.2630864069368017,-0.23459438822168951,-4.40079609131324,-1.5119236984260922,0.24025906248012194,-0.050599151548247075,-3.7111105390625636,-3.0085465828504097,-2.033049330098115,-0.15217902773374126,-0.9922291045012648,-2.5698638228488835,-1.2589160707788951,-4.500271783597009,-1.4807157105894007,-1.280500803611186,-0.3075174102033581,-3.7191118222409805,-3.824069711078749,-0.5555096529610095,-1.7110443969269886,-0.6354891866894002,-1.467987490010576,0.3664267851681521,-1.2240880962708782,0.4183262056856524,-0.9101954953518577,-3.111107854275287,0.04652348461957669,-0.5544849498394019,-1.0247394628853361,-0.33918035571064414,0.018140253321769925,-1.3962315423928457,-0.43517984619319994,-4.018053619776243,-2.3231705686989477,-1.6664143120661137,-1.445020894732084,-0.5049483937878448,-3.3637729150817726,-4.012032151989052,-0.4592406066975014,-1.0565637705508344,-2.6316979513657266,0.04467539584006767,-3.3882890594137782,-1.6773152638594915,0.4411861818366726,-0.7104646374813458,-0.765028459311976,-2.165960212845006,-4.323997396279265,-0.9145884651026938,-3.8263889326656413,-3.0649692262807258,-3.2735725916364533,-0.21172173059082902,-0.35461289788213723,0.8650789940502213,0.7001978297147508,-1.1534170901989784,0.12391482911730924,-0.20740796718670843,-2.2194683632471706,0.7579114068781767,0.499827373531544,-3.2779885365634778,0.7405412355708998,0.08927735084679132,-1.4515964530249337,0.7189254929822461,-0.020034682623636783,-2.5387292230223033,-2.858426012165801,-0.9983963682503341,-0.17695785674813477,-0.7813369274623114,-0.7904482511892715,0.5032126525776848,-4.772703605768911,-1.229858870742002,0.0634471142291288,-1.746418554556621,-1.9042151360027018,-1.2857464558439091,-2.5699090521241588,-1.1809264942193527,-2.1517377978725816,-2.9795226393316607,-0.7015468714163626,1.3301948907392722,-0.42058356966884,-2.425377196099738,-1.21441457213908,-0.6149495931761286,-0.9163488123965893,-0.964820253847279,-4.030148563044699,-3.53313941593571,-4.093543174197017,-4.669725350201248,0.8506992318055946,0.6982709470651424,-0.6743619453500657,-3.2931418021392864,-1.3807911674636768,-4.3708054003453585,-1.3639301051818975,-2.440538537534102,-2.426005696967946,-2.578561114034824,1.1106182968241864,-1.867068739335768,0.5301589440201054,-3.8760505152849354,-0.23241138903192618,-1.6002974241616543,-2.581832973118735,0.10540079636477301,-1.0528935903171532,-2.059238318798787,1.2128745396879632,0.3050075327711912,-2.635100289128823,-2.392017755862184,0.5309813273132381,-0.023462784464683,-2.675096136909832,-2.660549003464084,-1.5054139209127466,0.27132921851167474,-3.2865094530158467,-0.18488554328881135,-0.6458762733207146,1.2397778935436234,0.6790542269463496,-0.8247201652940062,-0.4250509222560393,0.24260530612544523,-1.3138717804787552,-1.701285298438733,0.038051980361348284,-0.19542893006605486,0.296162072809043,-0.05839308304910637,-0.9983051919582622,-0.6103035296059165,0.053516696822903095,-3.695635017637099,-4.105073530568385,-0.2464724166029315,-3.474225996623444,-0.022834425045644726,-0.5868464727098358,0.6472294742665421,-0.21601173472093158,-0.9959672133503001,-2.0299370554288214,-3.705429305477361,-1.7472549909268873,-0.6229741838350329,0.6928353681629315,0.6149129361706628,-0.35663192163061513,-0.9301927903261166,-0.17143551943269814,-3.985502162497038,-0.3001100960793308,-1.4448166495999262,-1.7060631474283472,-0.007706363719969126,-2.8555079100706897,-0.37218166546971165,-3.420501601459276,0.18067973267639778,-0.7429431237039639,-0.19989236242339176,-3.5246822588639324,-2.7159554003671427,-1.2027338826468874,-4.5909393971491514,-3.652888997995432,0.023282563756656077,-1.3535037423863996,-3.667460827238981,-1.804754672717905,-2.7455505662756217,-2.1257047948604626,-3.9442164902704446,0.12401812588519855,-4.248570109923485,0.43228332038953476,-0.25352744129224286,0.526844168547316,1.1126375926305196,-0.9852683154299191,-0.22629872456753547,-0.939561816478619,-3.0719047149182765,0.7855006453275949,0.08049574867937162,0.2526080611310797,-4.175793108686496,-0.5097119265166269,-0.9505081091710127,0.28596103883452023,-1.0821286682025797,-4.185028424100423,-0.5524533409301918,-0.6392155534764314,-0.14010170497032126,-4.190064656570944,-2.4838756845387384,-1.7118842927300333,-0.2340001966884399,1.3882262899348656,-4.525498244812809,0.04251916149176666,-2.23773537909664,-1.2784757262662274,-1.6844677826907164,-1.3521446035579285,-1.3311827497357092,-0.5432082898660826,1.1841820973186379,-0.5464408562925325,-1.637619363243078,-0.6583155633034934,0.3371042829919747,-5.202547261253075,-1.9491259191146584,-3.4348479315410305,0.0712125941967626,0.23441191297960376,-4.187815792770314,-3.441060944808584,-1.6684203355120453,-0.4811379647823412,-1.4194035191551293,-0.9425884961130505,-0.3436762573901764,-3.886923648205623,-1.262712618505425,-3.116121891994018,-2.0394126604019016,-1.4317618136891972,0.15926380657115063,-0.4092823296955159,-2.047245975432203,-1.7778481668179986,0.8620742709907863,-3.0462491396223865,-1.134669443490992,-1.7090551788383934,-4.0768503671168705,-0.5464859564528299,0.3010547194366879,-2.0721626009013483,-4.047545359399137,-1.8732439246894983,-3.8266197605500873,-2.2525005418475694,-1.327778721742866,-0.9409082556057331,-1.4973209170186528,0.21120020519037677,0.25484075273299023,0.3873679699999227,-1.5411481496095765,-1.7192790573289913,-0.8252054102925642,-4.521485585889402,-1.6626812097102448,-4.604154458259956,-4.712449957920058,-0.8839617204169563,0.5810985124434587,-0.2070555319163547,0.022589112079417616,-3.5061340131643215,-0.07662287825647922,-0.37742207554879603,-3.3182024452225134,-2.3443259325016985,-4.135367102711903,0.03948922540795892,-1.4254221993358451,-0.8780369993416767,-0.4072429333749556,-0.7278548618115301,-1.3799609647376552,-2.644771207448707,-3.1939896798564775,-1.498095002780862,-2.0196051526948056,-0.5571659923423709,-3.260881229968377,-2.283751684042456,-1.5436225027690753,-2.6961103054161173,-2.8643797600899887,-0.9629136805469437,1.2558972564047108,-0.5533186848305811,-1.6850742543103676,-0.6420449490473692,-0.523760574417601,-3.2845761719036375,-3.465204968029913,-2.650026860541058,-0.20398358044133696,-0.6900222670514067,-1.3250741918128304,0.48756832948354656,0.005957021962819658,0.23175365046297647,0.0875000417001244,-2.712793687514187,-2.799999889701967,-2.75168738934627,-0.8565303008011239,-1.2370307141123689,-1.3972777070742963,0.9135404183358112,-2.1353180324469694,-0.05995919019027902,-3.5319742560188114,-1.0376396318835308,-1.6424710281620098,-1.3291633962995875,-4.012941498674746,-1.6183186639689484,-1.5223352434338289,-3.643473998283348,-4.975342140746793,-1.207695919967104,0.5285127214167417,-2.931347196986929,-0.19710033076714464,0.24020860196162652,-3.0687442536833847,-2.697407984454448,-0.6534683611467019,-2.411212202533232,-2.5123799250941916,-0.5976513183628072,-2.3573958285924377,-3.3528168116064876,0.0263739435373989,0.5852912742501253,-3.0024032412894663,-1.1925194961933008,-4.410623270196099,-1.4122087431518555,-1.2255273525099695,0.35071167029540995,-3.45884016750204,-3.682807642115408,-3.8678785384134806,-2.6485528392056517,-0.42526514203344246,0.19242448545144414,-1.2322572382994952,-3.42542040694111,0.2855107404831178,-0.3855238811823078,-3.902517554948184,0.24145787948396927,-1.5228002612728169,0.47907562742830334,-0.9781956048970842,-1.2533751050386477,-2.3913762646226018,-0.6419074685627066,-2.1180640414901544,-0.8406874579381073,-0.8298157043917677,-3.067008052630388,-1.7950306018324422,-0.6084601945404063,-0.7052178231296723,0.3418821032034239,-4.397066417572786,-2.6397619457979773,-0.5531832743702897,-0.32870755959252734,-2.1617375223571442,0.3238818930825578,-2.396520759262641,-1.8984338123041717,-0.6777341935087782,-1.0742239338104183,-1.4372161847636598,0.2298186880507255,0.05821897389873532,-0.2937023437885199,-0.9382295578729324,-0.2118302000783089,-1.7048912515294827,-2.318133114945118,-4.321979317033341,0.17391298297872948,0.7963080183150367,-0.20380003055948667,0.7015345249796271,-4.015814217495578,-3.446214554869396,-2.1048851900107874,0.11739730224127824,0.15489983391879703,-0.10041987677177855,-0.28876546463259084,-2.216757242435001,-0.9627202305636533,-1.1077212184784737,-3.0679292527303192,-2.031057330755036,-5.012371368043309,-0.9340531411155345,-1.9589383815912742,0.6874186349245299,-0.3968007481222378,-0.20300064513788812,-1.6036183441254033,-2.0327227915873936,-0.6991370570589738,-2.0429604393212935,-0.41340891923785517,-1.226998812040599,-3.695112118696416,-1.8050755012118944,0.29311993591653396,-0.7999354234522547,-2.224732742502645,-4.531864916890469,0.3239715675905662,-0.6869828768698165,-1.6107769503422225,-1.395059853236662,-0.39277766759317584,-2.174483736251035,-1.340094217414607,0.5448305037718153,-5.346067081294296,-2.332253651790993,-3.8820675514493903,-1.160484075860914,-1.3001242688929318,-3.307556610001711,-2.0840216155191134,0.5578411274768614,-1.5285577411592246,-4.848832834085042,-2.252396188719557,-3.9845531110891867,-0.6755878109822019,-1.9054600842179712,-0.7269073207773539,0.14551443680325707,-2.4220779692601844,-3.392059187179698,-0.3039100396465882,0.5969865536815554,-1.5477180300981235,-0.16879843941438696,-0.34565939183438826,-0.6748365408215713,-2.2358470175421123,-0.38670189941972694,-3.903926626063829,-4.072997937160103,-0.3771994344151561,1.2756700285895934,-2.423535447266089,-0.7259559030497249,0.4086407183771813,-1.1444479194011,-0.6220693432669732,-0.9644223733369698,-2.020830188184052,-2.2376512551774264,-0.3568605169047704,-1.189737056522193,-2.8186413346289356,-0.33668829322360394,-0.9612659887615163,-3.67395314371432,-3.966104441632418,-0.04048717953886705,-0.4911290829084458,0.9529825164840902,-3.1522953438238384,-3.1080918127265886,-1.239292142219215,-1.1604826571281357,-1.407139089211065,-0.9265248421654171,-0.1789657699675997,-3.8783679075236077,0.05197397091827343,-0.9688098622010675,1.3054437975459283,-1.5555055976986067,-1.6065839499600025,-0.1912526868704287,0.6795614991161967,-1.6125947046742184,-0.303004144276628,-1.744256088967574,-4.785987388982798,-1.9886400242043003,-2.014054840313301,-1.3633668008481294,-3.3898490257116034,-1.427104613260533,-3.298497326120119,1.0648610095063373,-0.38830732722954014,0.14849888525268481,1.1777563584080675,-1.0889928003536244,0.5483273963699152,-1.7663445795579291,-1.532253859266456,-3.014038781178158,-3.1814043575922466,0.6558919885597639,-0.819314223280656,-0.08992772382260333,0.31915164990685047,1.0450040791436033,-1.2034073960951552,-0.5885071129422934,-0.20845117527928958,-1.3705132959555857,0.5026128408882904,-0.062206597651385816,-0.11820619599929631,0.11232550204049208,-1.2851397109890093,-2.4352246760217495,-0.39182789245045885,0.27365568552498604,-2.485228104867072,-0.2998938036857669,-3.5862963320003667,-1.4115069078242652,1.194364426174536,-0.05146378367176548,-1.8468326416669545,-3.4694824470690606,-1.306665076155675,-3.382634244590517,1.160374622126682,-2.478721287422779,-3.799277681241982,-1.0369564972566523,-3.044211644778497,-0.5896702492117019,-0.6507747934642759,-0.7634919021383102,-1.8914726936542008,0.5635664907927214,1.0856077935895563,-0.575840181928077,-0.6398423123678935,-2.8901468737925433,1.175597844853247,-0.09544523734187231,-0.0464969852576612,-2.8910731737627633,0.7668300294291948,-1.1049223356385802,-1.7591884382484804,0.29817004074692227,0.19998230415912843,0.3521457781917901,0.4586647397686191,-3.0084425488246556,-4.051683683636112,-0.3167065585453421,0.9659081795197245,-1.4840326156729569,-1.071205640371989,-4.238529179609518,1.65051555528668,-0.9581693160941643,0.28782291798566034,-0.9655101356226484,-4.462114903271601,0.07735026863948012,0.05994311763889604,-1.1537508562428864,-2.149299274911924,-2.543261485413262,-1.5886729578159178,-3.721707693971259,1.2897714111140186,-0.588692159000532,-1.6998976766342688,-2.5667848761894696,0.6191945630811151,0.25255911581248447,-0.028872295541896933,-2.411253631162628,-1.3246637907138246,0.25363278311987303,0.4481032116736564,-1.2355370997985031,-1.3901175166111077,-1.6366893287835345,-0.5320397027724233,-2.570893149116988,-1.5488118864932492,-2.818320296963471,-0.7311537670886978,0.6694959615331938,-0.18549449103862056,-0.7622699265523273,-1.54252584186375,-0.9316586197235475,-0.9540414992870582,0.2326042213564539,-0.38755076681153106,-3.2776007466831962,-3.761707947796021,-0.3411688746590243,-0.019075451213217645,1.509827023571342,-0.3527129401333779,-0.9984951916672659,-1.3632038923363563,0.22333670109784934,0.9695894092512796,-0.5609890410771597,-1.6991314466478546,-0.513476534525674,-3.3043291103467523,-0.8223897539268726,-3.877452617399835,-1.648047635383316,-0.22265943465516477,0.7514608368500384,-2.8073808452111644,-0.8455812446259127,-3.0071115381256948,1.1207524688922528,0.016494967591289617,-1.5548716574374641,-3.5351936231249455,0.025945074587357866,0.4249203276537042,0.4762060286174217,0.25034212525168686,-0.7215739138395205,-1.3286489715420362,0.4275173963307866,0.40774747783314347,0.755627702355749,-3.628848619904785,-2.720710556452456,-0.9261031095482969,1.0336962720065943,-1.6298691180925087,0.5937590642835756,1.0381665621835072,-0.006477134982055026,0.18815315008154287,-1.2437314039019176,-1.731128204940602,1.0456214092286342,-0.550853342969461,-4.139932949051054,-2.959611375941193,-0.6294212143532845,-3.712354047264166,-0.11807298830331311,-2.7767334420590344,-0.7196404450480373,-0.6381445099290183,-1.5115981882028686,0.7726183344312639,-1.8343814945862515,-1.5569352535149508,-0.32695859000262145,-0.3017901256406154,-0.46494759598521795,-0.3230375071654025,-3.8705674119606397,0.1043594688712852,-0.22061362579356972,0.21616966891502457,-0.19379229015498392,0.09036093858584177,-2.616229780017746,-0.1330479476513327,0.0299561407353176,-0.6973329228156774,-1.2052773589455157,-1.441597997398714,-1.4589520351581728,-0.590188154454683,0.6324251125813426,-0.48723525885984803,0.45894795636986846,-3.037562121210552,-3.7344323470945744,-0.5139732760250859,-0.9710583328496318,-0.04159401513687062,-0.5678811323860856,-0.8121466386342003,-0.49207026529442016,-0.5360097753502233,-1.2342659814168215,0.7130360414089333,-0.7556523432276301,-1.5234424588607147,-0.16383710089360137,-0.480491547058195,-1.0748852454430098,-1.941148266576429,-2.0175857185786445,2.060026125775549,0.3903866706487206,0.6720708812368907,1.4665053646440283,-0.806171422307483,-3.92208090299049,-2.0924951209875977,-1.9678832332595324,-4.579223475736166,-3.5864339878554277,-3.3192989671295647,-2.262015271644162,-0.10242416558419873,-2.0934523462390127,-0.8288611495702185,-1.1297920450398447,-2.044070886615208,0.5970702423382458,-1.3677355195743557,-0.6427076606492581,-2.3774757793478263,0.932294849260224,0.6411094612884923,0.1464108800244196,-1.0395527050866322,1.141757776499646,-3.414022897127494,0.22473941411689177,-2.7269911560210716,-1.7072711050174638,-2.2030107060688993,0.1433170984757473,-2.106278188026283,-4.338337321530894,-0.4516471673166935,-0.26932335118049405,0.1544132742882202,-1.3546422086311434,-2.2282519082313703,-1.8129402053729862,-1.0397101865427623,1.2840438231033122,0.11926962496153118,-1.3123521378970118,-1.387950826219677,-0.666242125864575,-2.8354415119135514,-2.554237194682533,0.7161727849632615,-0.8416311504219908,0.4154724195742687,-1.5497473800467638,-1.785200889461221,0.2820467793589628,0.34967475450613084,-1.1146591265349575,-0.5585271001227583,-0.6477772449247321,-2.92302673773972,-0.25607366755879524,1.5855011337579363,-2.097272428525899,-0.02750911857040055,-0.3803446908129525,-0.8182455759367285,-0.914602654952103,-1.1645235548216946,-1.4371678457683932,-1.7415802358197705,-1.804388965856035,-0.6962119600011503,-2.8440714201592594,-0.37767515954355463,-0.6236473607740284,-1.9548537147545908,0.26821955413947557,-1.9698042278245407,0.38001905949761144,-0.14594862803466147,1.149003822526219,-1.0397473841347948,-0.6713427919304524,1.0977862702360845,-1.3695382239125262,-0.2292403186731643,0.058765409664407485,-0.06719584197038905,-0.506771751830187,0.39162863757551597,0.6874625632676106,-2.800755220791131,-0.8007512500905659,0.7299217220882946,0.5955412026535984,-4.230765960133467,-3.788739907210498,-2.8665775970309144,-0.5438114643430288,-3.6441516068166684,-1.890738399675123,-1.476415083219502,-0.42611310065508334,-3.51903485379543,1.4572850828405726,-0.9280155139025178,-1.0491484837200962,0.7747640411265188,-4.476576907793859,-1.4948228273607014,-0.5568777360038668,0.2189385856125419,-0.06425941297983573,-2.3924040293315127,-2.8362616537646277,-3.5268325997182037,-0.6714670939351008,-2.1119367585562623,0.09399481001740784,-2.152229102947413,-2.4800611763201266,-0.5868489027607408,0.06568992245781591,-3.0380161351078945,-0.7158464447418789,-0.28754366077766014,-3.1534629663010056,-1.4169780719971639,-3.2363404150320845,-3.0571592465252886,-4.562952602203277,0.7796507761817514,-1.1857776169933345,0.0824907131272574,-0.301088358613481,-1.3842261477334081,-1.5974469006180356,-0.148883277987444,-0.9704415401023435,-1.1448688665261029,0.05317874850162487,-0.9255129658817122,-1.7021449836990699,-1.7747787287386214,-1.3993404167724253,-2.0665593809248253,-3.328748183468021,-2.1448450513277386,-2.1975282453699756,-2.574940404251059,-3.159444805883007,-1.5626873193482544,-0.42936025082492474,-0.5764950385673229,-1.8440914452643964,-2.502085956186654,-3.8702591185121813,-2.0190161735578043,0.8254139005089192,0.3258711477082193,-1.9475239673239877,-1.1300152783483035,-2.0630439678792465,-0.38338543975644646,-2.384434653836547,-1.041179645710667,-2.1533247858529863,-1.8857546510548497,-1.6177826480782715,-0.39814762861215863,-0.36357750911604,-2.2705782625250004,-0.010203071625648588,-1.5334695972821408,-2.8221805270060556,-2.870851057079653,-1.0704651996623613,-2.208132984988707,-1.8630724703604116,-2.9670299616581275,-2.5221096142014057,-1.5929927461031603,-0.39404529327874127,-3.200221526301748,-1.8630784007404988,0.541079827110138,-2.432813982273505,-0.20329324017005201,0.8306845284007749,0.4521752506986539,0.09781412068878673,-0.10040246639115064,-1.3419223027742444,0.3065489877228961,0.21449810909934316,-0.6534271275283376,-2.5985780137698575,-3.327832950183483,-1.5224033132355679,-2.2507103591214315,-2.9122682856923294,0.06395369437045076,-3.6978202322983638,-0.6685831807778299,-0.7985824188550755,-4.3988233694044085,-0.5885660441940337,-4.133932666726608,0.23298708059494125,-0.2746368007376407,-1.7940020010633795,-1.866563447137701,-1.8439830145814506,-1.2292548222673718,0.4693894948107181,-0.5496217439686086,-0.6119350271403241,-1.4365037878848301,-0.1748320006999895,-2.164039931010421,-0.12416479753054646,-1.6611214832188312,-0.1921029856478172,-4.370166647293155,1.191988612496414,-0.3547129619717427,-1.080552337431912,-3.815635203241074,-3.6412291112720805,-0.788850539804001,-2.5086901391099428,-2.115566748294581,-1.4626716351420486,-3.980357079412512,-1.674208115865218,-4.3161412200781335,-1.3817502528582517,-0.6408590050577159,-2.154782506961867,-3.964722951951516,-0.8443308245195997,1.3259161935309869,-2.7461951909550284,-3.676856544514059,-1.4751863474837565,-3.0641371546319496,-2.6785838934934882,-2.2703888653285484,-3.3072548727666646,0.14915583668085255,-0.393812025331623,-1.7993022186391463,-0.21193611738924797,0.11656280414576303,-1.0093037193851941,-2.145676982339779,-1.7279523912421884,0.3008889719653347,1.2077925379811218,-2.2361312767926185,-0.8194204195585273,-2.329873641250615,-1.6907444696282905,-4.428849532820204,0.37423571086397994,-0.6002374148323881,-3.754378502672151,-0.4153275732731491,-0.10964783119071239,-2.602026681269214,0.25586517798263,0.6163688690031243,0.6010815339213602,1.2439261938025263,-0.8456507862215323,-0.2951720177938553,0.7826940342290933,-0.027860900164463256,-4.553938408891835,-3.3091333813573827,-0.3419993323443755,0.7144613454340685,0.07481768293240701,-1.5824962533881597,-2.0090342719337677,-0.26631741153730937,-0.022961418603663904,-1.422343584587325,-1.322212637520292,-3.3001821025193263,-1.650687962091231,-1.804635281814715,-1.1021523996578462,-4.32800593609138,-1.620924387662763,-2.9334890612161653,-0.29753475718048444,-4.664797790681753,-1.8595445538395938,1.314284294891976,-1.3793342268720745,-2.4027656342925403,0.8699973277717553,-1.591321800602536,0.3047573752350627,0.13620556766005998,-1.5089162601854933,-3.3662815062987788,-0.8618181438520777,-0.29686438970468526,-1.034295047971408,-0.4633422544275682,-2.0629106636239074,-1.384731492329762,-2.5705958368095048,-0.2085493223146762,-3.5124422121570458,-2.358121737017991,-1.4970399505425565,0.6938023427167407,-1.6126007963374307,0.15782905592546095,-1.198350176974918,-1.9163425191010894,-1.5062843888525725,0.48233577243777026,-3.533544557036592,-1.8093096078727324,-3.9827142372038047,-5.0338615152295505,-1.2807413449107368,-0.267451830586125,0.6093904437673628,-2.557954978864656,-2.0054580791502725,-5.1246152952225925,-3.8742033874445982,-1.2502220425229311,-1.6069485009483917,0.16330356081698552,0.8449826670061911,-0.5667555554153787,-0.2368972776380118,0.3026716230552523,-1.2454697133470376,-0.7492488904138837,-1.9078782524827922,-3.3968481088926525,-0.15524910933517003,-1.2981578602955623,-4.427259789613295,-0.8463164703814242,0.1588131352854616,-1.8133569507203557,0.8602959523472846,-5.239319357587376,0.2601904794477558,0.5193142347623658,-2.8294177872574022,-5.155047975520107,-0.8354011829706871,-4.828056432805232,-0.5758641179276266,-1.749630175993252,0.3863914621186624,-1.9779503072427809,-0.21305007782629307,-1.3937504888737908,0.6078484017246304,-2.696920306105166,0.09235843199535716,0.6726068210414614,-2.912208274549213,-0.3478427634523274,-3.593406025219625,-0.2537360915462007,-0.992155916429719,-1.2120661661330656,-2.2997663936060677,-1.5844657775172224,-0.2730711153026017,0.39021452730827544,-3.9318456478353747,0.2574825678794142,-3.394665404078744,-0.11171569095750557,-2.3959565113432797,-0.45507605038697513,-2.5826046862939958,0.04692930736554054,-3.9353579861465713,-2.172859199682411,1.460046067722368,-0.9696305836757645,-4.405470731379519,-3.8989897903818727,0.6971446134068506,0.03559853385773372,-1.3648695491227192,-2.6105960329265976,0.8467061761891022,-3.600689205618192,0.46495293666952303,-3.8734631952061336,-0.32358522942810153,-0.6874311223653603,-2.505099573026846,-1.534002439717462,-0.7529331115159984,-4.650298508665751,-4.283915176769906,-3.332126034720165,0.7819590928197588,0.8019981978367328,0.001136006127265987,-2.810993936855192,1.4909983285179933,-0.8459241310508331,-3.1307509489340095,-1.6891041744221311,-1.9476390295126986,-2.2408281410801743,-4.212173966111782,0.8738820791653928,-1.8264388144119008,0.12840985498683724,-1.940402202562028,-0.05578558740759421,-3.5555751165397695,0.5381106346478404,0.6088849762632298,-3.799078763416563,-0.7489375950565756,-2.2892806388365847,-1.7634761103161163,-3.3066754945340913,0.8218569034988749,-0.722525267493801,-0.10770862692406039,-0.9550088020515923,-0.41032049928964925,-0.7515243111056115,-4.302756629774516,-3.039565378755482,-0.28276105789904826,-0.830675483498156,-1.202359342436295,-1.205074710647865,-3.472899463684874,-3.937960886719006,-0.03895245008143909,-1.660034368765882,-1.1196356863177783,-0.673028543325428,-0.7044569278019595,0.3452969150101,0.03148168413072232,-0.897300656076505,-0.51520366885032,-1.237016009127383,-1.9482867974296114,-1.0246300675425855,-2.201555551408079,-1.6292003675119628,-2.4643875026103386,-0.6251985655428424,-3.8166782409822186,-0.703385872025468,-1.9709082360737462,-1.8616977221152515,-2.1960448241499213,-0.48249485135122194,-0.9688800912128346,0.05835719733967584,-0.00826071454045582,0.11123036481012473,0.5926053473868232,-1.2657274820398732,-0.07153088106156459,-2.4175605935034485,0.4845450964756783,-0.3439565662600014,-0.14772181348080915,-4.114939863413209,-2.7382282817505037,-0.17922436415906018,-2.451030675639489,-0.9666766832855489,0.11159839579205218,-0.1669438008002323,-1.2570130370108845,0.45985470505293524,-0.41004485654761685,-0.3674560067274562,-4.305252034662408,-2.655607308963589,-1.5582960307755562,-4.380242494207401,-2.3176681218105335,-0.6485318528185231,-1.0840433828399911,0.14515617234029463,-4.681322037476082,-1.4360906464772958,-1.2500160321672769,-3.1996074317050147,0.14989064443330843,-0.15460206833044507,0.23626145279892033,-1.1643320085854285,-1.543306182648897,-1.2883686834381125,-0.9504907171161017,-1.9069964006736617,-0.6996252239954546,-0.09264366846860392,0.5664128486124469,-4.033540685876931,-1.6644035393346457,-1.2684752985934815,0.20039805734496788,-1.3687997104691532,0.3133547053958424,-4.009231064793732,-4.524357004943247,-2.0710526462731456,-0.8838430930755027,-0.10534357333430258,-0.7067104718717685,-0.5844766969374456,-0.7582124380761743,0.24596754802982246,-4.466764794927906,-3.3707612442562667,-2.954800514145215,-2.588523537517223,-2.0016358694356198,-1.9766266207205503,-1.8319022320295408,-0.056635298473485585,-2.2285169756089735,-1.9983798752385011,-2.668822564124701,-1.4520487096803676,-1.0511207144394068,-3.983182520201445,-2.367252629086677,-2.68428126864292,-1.1380490255226263,-1.7926007092348357,-0.98011169995233,-0.6737690706860969,0.10122364349819193,-0.04111355839706271,-1.3385106617925258,-0.07570109210104871,-1.1619859881954213,-4.642413190792435,-2.437838628820913,0.27533058579279107,-1.1041827696788031,-2.3278799597534303,-2.8410800126888867,-0.9714048549017122,-4.585514567222016,0.7735708572328973,0.37462258324971576,0.048760758850613484,-0.31373429724516866,-2.4663708284158634,0.27675116439564684,-4.499020983084757,-1.5428203457722947,-0.4677035273492019,-0.8045245657878711,-4.611030814684936,-0.9273506505853121,-2.5321184997389876,-1.437978610563425,-2.473740302661464,-4.097589392623142,1.0798051115055731,-0.13204067609053396,-3.478398010132334,0.8048032036363162,-0.38406763508845637,-1.5255922839673737,-3.8529298579621054,-4.642688407560579,-0.8818176887374867,-1.6670792924337572,-0.22497695202789508,-4.325609434466471,-1.0852411968291884,0.7921635424666205,-2.2780981779531517,-0.08107266527025009,-3.474170838638604,-0.14331615865529188,0.28194544993297227,-1.3782489670930669,-5.334231042809668,-3.0302621449120504,-1.1857552082644,0.662059574674526,-2.2381026047275636,-0.25596435422605895,0.37785944414606853,-0.11082658755087584,1.220632908602753,-0.8152050556146629,-2.8126142188284504,-1.2541562116123577,0.14656214936199513,1.5340619259938668,-2.9239947105010207,-1.9875651161623968,-1.6017753981238694,0.5803551638939158,0.4064339626020501,-1.7447347306027392,-0.6696804652278748,-0.3158939353408418,-4.616636474858868,-2.3039630662168804,-0.43014314883752375,-1.8662852970607675,-0.49300222424292955,0.019882008256105213,0.8415779731518699,-1.3312967674685563,-2.2094763313615737,0.10205861780442585,0.35971931249543526,-0.22341095788555454,-2.6897677013714745,-1.8356057846583715,-0.5811570285607819,-2.6818632222990346,-3.841880885468525,-0.3748394217605134,-5.163924811710752,-2.8082956273920385,-2.8984215765810126,-1.5171041870764128,-2.33828805178437,-3.738247488648682,-1.7474928346342469,-1.1566222783062425,-4.739906736659088,-1.3837006825342402,-1.2390063255432442,-0.7678064771679366,0.3695981342431894,-0.21057740489843563,-0.1404893379834819,-1.1880990157150118,-2.7680053749377085,-0.946250368692141,0.8183713411958685,0.4156166849201419,-0.7591577049323069,-3.7155084699535275,-1.2028458512537539,-4.279067229296613,-0.96875039211726,-0.9133673629378032,-0.19054974459746257,-0.7328997382825166,-0.7167031682007124,-1.144230258748812,-5.202192620246815,-1.9982639151208657,-0.823908909901772,-2.8313933675122076,-1.5783600766774133,-4.927786025306987,-2.355364850930361,-1.6720926906815923,-5.114921733467557,-2.6277318782114443,-0.5931240049046187,-3.2909902032947005,-0.5864187825916951,0.8481476980752845,-2.2179397058175594,-3.0788305397001534,-1.312471873326193,0.2612386874053288,-0.5673240031324275,-2.0313316521323075,-4.46121294115621,0.7632219981754474,0.2515339303711653,-0.6604792631731787,-2.6539082500888136,-1.4435888285181722,-1.683950069574691,-0.2056860334703714,-0.8147060506451702,-4.711951851563136,-0.5209997612288914,-0.10894602712535034,-2.0088683031874837,-2.231302425328211,-1.8111003263000116,-3.923515363708245,-2.455537551398756,-2.92697882645703,-0.8277621804720189,-2.675470201650018,-0.5377571203030436,-0.655223333498179,-2.3069152137780136,-0.9909437710689212,0.8792119786404538,-1.3650960387782747,-0.9030868307648452,-2.8175156078100834,-3.6380661005392527,-1.1075751907250762,-0.9560474224992314,1.032930271212304,-2.180235657793424,-1.7711297814009437,0.003788291248580372,-3.47950283141737,-1.446710426300716,-2.5940689493917666,-3.1042053550174553,-2.9091464233125435,0.048128365252919234,-1.6648505124560224,-1.319855573424281,-1.6537546408946247,-1.5347042220709546,-4.30351463661616,-2.738459464452987,-0.8252283837302048,-5.274278809488388,-4.305544518651388,0.42136757282112125,-0.7586730313245227,0.06767341951813637,-0.2628513389975649,-3.7950043632999537,-3.362618707140231,-0.5803379904256482,-2.0637999279215324,-0.7592049852192051,-2.3844779839212866,-2.125562485334308,-3.7125222106381313,0.9342381995257085,0.2388778481660839,-3.2365226731472014,0.21057368405497187,-1.5730655534031384,-0.5078584595217787,-1.5666232965485234,0.6256744490952855,-4.792266371805817,-4.875125648483502,-0.7832618071143977,-1.862043279894057,-0.7698624629809944,-1.9878751623912454,-0.46085070483230617,-1.4273085975111601,-2.1163118281338495,-0.4143500858534324,-1.0386756173682385,-0.8874056414410169,0.014358021251162055,-2.1085163659021315,-4.86751588615855,-4.327667240457071,-3.9527745857820396,-3.884853903549376,-3.608768211708338,-0.9438208360986189,-1.967607087617785,-1.009961570102006,-0.6277561635741662,-0.5645736039235731,-0.9374094916377308,-0.550775659074053,-1.8125049625662535,1.1145919409038814,-1.7098233161048013,-1.3537227925573787,-4.092257772138992,-0.2591440192529956,1.1489717818746241,0.11762291576500894,-0.9216346634326812,-4.488526576139337,-0.5846137304591267,-3.7701141167990744,1.2133326734548486,-0.49682471082551705,-2.8840434069858705,-0.934383651211563,-1.4740733429540136,-2.539767277406522,0.04984860136042889,-1.3827442171898499,1.5149984759337753,0.5737139163067141,-1.7058397558107645,-3.939561160731996,-2.621345095566756,-3.551018545172929,-3.1465121456572427,-1.3210468578777133,-0.17794451981608278,-1.8078671857426356,-0.6358126545863843,-1.8329868602655666,-3.153023009758479,-3.2589357720396013,-0.6727760301103859,-1.6680306299256618,-0.9114174087483007,0.727657221385017,1.4498069140191459,-2.1249778375548902,1.579348905913695,-1.4336138823827211,-0.9674871361885646,-2.6530793915044555,-1.3121436846414731,0.8158359255455282,-1.1057903016515127,0.3182126989013862,-3.063637899306855,-1.467924995501726,-0.7904108781942863,0.10285811226573029,-0.7901812976286189,-0.7203528343383931,0.227930857899247,-3.6445514157990964,-1.0351639409458442,-0.9672836835036448,-0.625481579988616,0.5895128473886353,0.9016363586240399,-1.058514732372437,-2.8522519904857426,1.041716631287059,1.227428995850578,0.6267856721910595,-1.9562826123730686,0.19293020810171468,-1.3832349048233044,-0.5936810163165313,-1.1741017256209212,-1.3806843843766257,-1.3533528594738302,-0.40348610523115475,-2.0407185167770376,-0.7181724320997492,-0.9395829406156305,1.1783232211432229,1.503450987168174,-3.1746504718091795,-1.0860638119438883,-0.6706773945669451,-2.1993847944407015,-1.934611656569437,-1.0428843229242848,-1.1781295835825607,-3.79538144974946,-1.4357301833794929,1.2410061685091205,0.07904276093706632,-2.336735532562815,-4.17586091023971,0.35783594770566163,-1.28750952335407,0.9046325599095174,-1.1146214342826535,-0.31420427371943804,0.2379295329798232,-1.2514807959346934,0.030806671099970456,-0.22062059764567202,-2.799430406131728,-0.14755417063939655,-1.4402513538059365,-0.6148665796383158,0.3125071351253859,-1.2809031074056412,-0.6180447150123151,-3.391469059253366,-3.780836596286515,-1.3185907409076276,-1.3260723491236597,-2.8272192910897576,-0.9447484388123694,-2.9115544317268554,-1.8967260881214645,-0.4127766781859033,-3.15074932081891,-0.7503537127531317,-1.5120378015236517,0.3052154950325322,-0.24290685302169102,-1.0929710707124705,-0.6304684520433279,-2.6166236664857943,-1.755991644101222,-0.6821536152890267,-2.2894294979573093,-1.2790204544945252,-0.3861570638195946,0.42547831213289383,0.8749650336164616,-0.08472381521098024,0.9847701987331272,-1.6709981423131806,-0.37634067488100814,-2.8451267737551884,-3.2345181017021845,0.5985829239554524,-2.432285221285799,-3.3363940993250565,0.20589655855114175,-0.11819638723855275,0.04621499558704579,0.14183647131793836,-0.9818330589456562,-1.036544768949429,-3.074806571670679,-3.750501225274708,-1.5249025068266653,-4.516066628136207,0.38289774210961625,-0.2575886617438808,-1.775061361191013,0.5486210276240896,-1.6157590839350853,0.2772386167830663,-1.6335807352832679,0.10461950111521769,-0.2558532449577021,-1.9440281967176258,-1.0064530681304973,-1.7455525421965319,-1.9262958209899337,0.5362859351074302,-4.079539888908778,-0.9739438350579848,0.017653407067345833,-1.1455157938186091,-0.58595591463037,-2.7455690438357125,0.22104356451521212,-0.25627442148580853,-1.0173555892263384,-1.302641370317799,-0.9987363580510807,-3.7653966437743875,-0.641943671165901,-0.33020749401025457,-4.179768842901331,-0.9220918738375563,0.2126580247790724,-4.255778226826962,-0.7208738743626842,1.7160059594555908,-0.30747064839790306,-0.005797750727039497,-0.6392192382559424,-1.5030701654488503,0.7160280436122113,-1.2537592416144177,0.4372829154654804,-0.28685967916547406,0.12653388009016,-3.9863255539174793,-0.8301157240361025,-0.4280253921277514,-4.401278719466319,0.21252157237164804,-0.9540804461298696,-0.39937907442011394,-3.185747320444446,-1.1782062976289362,0.5010511610361669,-2.9159214396314956,-0.013296027422462404,0.036565650527778576,-0.6214832252317082,-2.463537115270384,-1.5581560815647333,-1.1520840520008295,-2.3882939748946708,0.3946212409796614,0.9909651650407393,0.08660177261930427,-0.937299196234558,-0.28250951171444805,-0.9763868820233421,0.5661161672249436,-2.158553335024603,-0.8636188544777782,-1.1076877819019848,0.20758789045269802,-1.3733683221668986,1.0018096540234822,-2.149431302303066,-2.0706542119983427,-2.1921874387665192,-1.2776803149234015,0.3992245103298803,0.3677217084409028,-3.3069505612385157,0.6690884704732852,0.3257489151470983,0.17463442367567497,-0.6028984011384608,0.3619603013216362,-1.5179286373187046,-0.5972145645619752,0.13035020559457328,-2.0120612502513504,-1.451208307507123,0.7894840123708781,-1.494144651501976,0.6478331449757386,-1.4922354709350485,-1.2530727836051807,-0.3293870984540425,-0.914516717751341,0.23147615549629738,-1.0201900215262303,-3.531811456582289,-0.8929818470723125,0.022542836869222132,0.8618386650365143,-2.8259334843239055,-0.33217256760343156,0.19284805072453173,1.1767437346079073,-2.585856545684714,-0.5308570014720965,1.18763276043043,0.40242907683052104,0.0974182710625318,-2.5372955432846322,-2.2629771586558722,-2.6859753541062825,0.9818928236754554,-0.6904018678045428,1.2764433220467726,0.7033084624190066,-1.3381576076802273,-1.1485127586287955,0.09137306633874161,0.6672740554232267,1.0891828700177273,-2.5994311823015543,-0.8116272250992681,-0.9299692313705742,-1.7235861260174399,1.050653038796827],\"z\":[-2.391095849335462,-3.0934145585419976,-2.215058425286763,-2.324265275899262,-2.546394351092109,-2.628932410367428,-2.3143321595104718,-1.818479376658922,-2.0810180221357353,-2.0706149829278657,-1.9499637218788393,-1.776240214829139,-2.204350297171439,-1.1796896768699656,-1.7327123528096282,-1.6742475234477543,-1.71963361358594,-2.0699008379687633,-2.0397549479210286,-2.7763493718780645,-2.0223934318799577,-2.0029239489665174,-1.98504648022822,-1.7937662749341643,-2.0539016217667503,-2.809290170789874,-2.728824032507232,-1.8373938833397014,-1.7260576018219518,-1.9173768960760535,-1.8421687791769368,-2.2622134556682916,-1.8617427042369168,-1.3987665740045587,-0.9686934715180167,-1.7032097578238066,-0.9368020134001175,-1.0087573242538856,-0.604885003063596,-0.4223589698006822,-0.5961633320025165,-0.5869668427165211,-1.522076449200849,-2.123176738935253,-2.4921876574612605,-2.2942532319129096,-2.2658090099797947,0.5828149015173332,-0.36967767849167904,0.2625541197895508,-0.31627071430375353,0.33909435871060406,1.0629182211489003,1.2723750228379898,0.6706752258069975,1.2220620982091281,1.3523558285123423,1.5477742075467995,1.0352756838402777,1.0573833216973467,-0.01433962839491248,0.3999907408276952,0.23045349263056908,0.7536555616434433,0.6026574058271726,1.2499029436038076,1.0551456009572615,1.4734943243628513,1.468943357648336,2.1588846700052478,1.1797911834138772,0.6435690476030315,0.9250297725780205,0.6145200058039257,0.8780580993379882,1.1645026549505426,1.2165916350516324,-2.362530711902572,-1.8102391869953023,1.2799667702554278,2.0220077138987667,2.165622323962941,2.877804262146877,2.7140522075675357,2.724403251452526,1.8880857515021874,0.8905537406883157,1.7203273534054522,2.168462740864722,1.8601340347044566,1.6387065507778662,1.7564837248725895,2.0582773070873372,1.771388404931072,1.9893237517001827,1.732147266430313,1.8156198204557459,-2.2962331611036193,-2.157320278400327,2.2407991689931634,2.507643239727865,2.486044846916384,-2.066601188047019,-1.7806938009529765,-2.319805055753403,-1.906118461411501,-2.00323308254462,-1.800297036820912,-1.5633340331447487,-1.5770038656608636,-1.9640432203977436,-1.7595645682422842,-2.655553304101909,-2.007424322538248,-1.6104266920735681,-1.4896289822208066,-1.7446712543183027,-2.2179900008260014,-1.4099238619672758,-1.7403092782716119,-2.6322383481290585,-1.6099038785532283,-2.301451772832055,-2.7890861875922974,-2.291480288888622,-2.2673956666296085,-2.4869145900462843,-1.5816509594769896,-2.091184020873561,-2.541282079471974,-0.9835773908788753,-1.5947100868652693,-1.6167064176792565,-1.6540995929516311,-0.8301174399950615,-0.9032942011663818,-1.3403763196628355,-1.692194240390951,-1.477127303587237,-1.6328728359116889,-0.2560127322563636,-1.394744491791717,-1.3148358173064303,-2.339373835555017,-0.308345545699924,-2.049404211180619,0.4739273876241207,-0.3775270861115322,0.19854744565460963,-0.5449166086485834,-0.0661468717058903,0.12923766386549848,0.4901184634145552,0.24593642417267458,0.38283216978213996,0.0320040270719644,0.5112588689551315,0.6244620951827731,0.7267360192542902,0.3653198784128119,0.3871102897681359,0.4416038390228158,0.7783425058711033,0.9997062024537848,1.046337051400089,1.0650499184367228,1.4285712428318396,0.91927027891817,1.1849138954558787,0.8347281761234073,1.6109665656418057,1.8157085876358525,1.1309648487375412,1.2958911116486589,1.3855839442621418,0.4724077069707387,0.1493489854131103,0.6040137487909985,0.8375873450934428,0.9642416865971061,1.3464727688563847,0.7218170305734336,1.075316163309682,0.918637229349231,-2.2831962826686945,-2.770271811164715,2.1846291309648107,2.359295230104367,2.433479107789128,2.334982564646684,3.093952593873336,2.047765527533318,0.6705523006269718,0.857221853253391,1.1023160758091548,1.8344001823921043,1.4019766515113694,1.7223830028093159,1.2094119560325767,1.2421813282842433,1.3806451932314403,1.3453118417420291,2.080622428505419,2.299687212710533,1.8071437849755043,2.0367622763269813,2.2977293780324155,2.367752218160079,2.1439115797466943,1.856749524921059,1.6724944885287074,1.8050776723657824,1.651112116968909,-2.1197274629788367,-1.5179135005027564,-2.096772074663295,-2.081723057503808,-2.0268459617277315,-1.9801272450802345,-1.5296760526160111,-1.708328510957875,-2.380819904102001,-2.727240164074721,-2.236256435721787,-1.299885644015737,-1.8412076357243279,-1.0213373347760721,-1.6598181665296627,-1.6373462172776503,-1.8240697732501057,-1.4318453166443286,-1.6841021576267394,-2.37423604735135,-1.5089997146834588,-1.1342127838624108,-2.0712694958804216,-1.6427991100877493,-1.6485261300665857,-1.8103192950143627,-2.519089167170838,-1.4970775589562872,-1.4925825632010945,-1.9853003748070595,-1.0307266015613827,-0.9971234539522364,-1.6928247622202566,-1.66981729983285,-1.1267302332434945,-1.121893039142366,-1.2316211037545854,-1.4003439595882337,-1.1372595907589134,-1.8021554460947293,-1.7733420882546598,-2.4712112533388044,-1.7313943591588419,-1.543837071017681,-1.9417653231723462,-0.9897540282053305,-0.5582140049703098,-0.20888696787981242,0.046057426196213384,-0.07324028744985257,0.02729148283293964,-0.9675639058879495,-0.01107367793151408,-0.1434332071551697,-1.1285210041990996,-0.9387043054538342,0.23179980545118584,-0.07931276644746367,0.6832882630730694,1.0598980400841722,0.9414916294306096,1.293278079053223,1.3759424356369636,0.7298355156743268,1.6674169605359346,-0.3144600763664675,0.8444916357647851,1.4120061650815057,1.1317711996982747,0.8739746173393159,0.776353874415882,1.1024479089009025,1.3077064058258652,1.7214417673416589,0.9414178056150836,0.9720813891973965,1.0767881876341872,0.841986999715214,0.9646409109610256,0.663459283767905,1.0888270800749034,0.5632924984161115,0.4584929219204409,1.1602174530597478,1.0630802260435814,2.139692916052888,2.5720025294097497,2.3838659096574566,0.715501441297534,1.1863028034769487,1.6720844576032698,1.9561163080664965,1.26766090242037,0.7877139953140734,1.2521241997280306,1.7078602305517627,1.2479210253081814,2.4705522863928633,2.1174499255471457,2.240255703211816,2.0239855426973947,1.5643694222456375,1.9924638049973502,2.553126672215875,1.9405370841947902,2.7120519334521767,1.9474475234503033,2.344886687108657,2.6015095370117893,-2.625166663386008,-2.1414642373481256,-2.04178255365522,-2.519462091171118,-2.349688053201381,-2.974697181216884,-1.9096092284635524,-2.9551956469057132,-1.1861078179793403,-1.5176886537434497,-1.6761540516889861,-1.6548981622124035,-1.9760040650683028,-1.957278153879606,-1.072839042578165,-2.0317762459537114,-1.2968815242343417,-1.8368757258480515,-1.8006411245877023,-1.8329660273400323,-1.0388565547879323,-2.525017050248623,-1.6949025908702888,-1.9380245266609935,-2.0964004009833,-2.161966479488514,-2.3070288850120475,-1.8815892725921641,-2.5321293397678786,-2.598289200557368,-2.78832132367725,-2.3596501493064657,-2.584853147449126,-2.447577401083933,-2.6442170810493124,-2.7934119924799767,-1.1004809004666856,-1.745369996243816,-2.1995153984703286,-1.1722361490761801,-1.3955648984937776,-1.8148700967584392,-1.707859766687899,-1.78410810036024,-1.9253124914005388,-1.7095508476432564,-1.1459671082561922,-0.9138517087136295,-1.6405459440227952,0.08057884844519304,0.45566792366869757,-0.3299353701495882,0.15845467991980444,-0.5561238603995874,0.03185478836766998,0.21736774574629794,-0.379155253334346,-0.4442359333704356,-2.228331872810604,-0.3391637921040699,-0.5213973435198694,-0.15274955051294972,0.7322367015009391,-0.1063780838734108,0.969071134100523,0.39099439789866774,1.2818299953946084,0.7926180566498878,0.4661468045367306,0.811245826781811,0.8806922979399888,0.9904287947283028,0.6383615982494836,0.6022711711596448,1.3919719125916126,0.39735500356794035,0.7486097239806528,0.7006793192672306,1.2227402343332539,1.1582598844386947,1.1086163220702536,1.164075688685749,0.8432384426450624,1.1802678457791305,0.3148172197235568,1.4489569672324594,0.7187496610562369,0.610705860174329,0.9224410674839193,0.8036407937981448,1.6363959344562944,1.556692916716465,1.1312781258138604,1.4453661527207977,1.6256427978430956,2.0262588536706145,-1.723737736256718,2.1335984634668756,1.607686053027648,1.907890244707575,2.3086810837943186,2.5382938276445457,2.6901596825392775,1.6042551541486534,1.4378287847278521,1.292931913722471,1.4879798742905894,1.3158771315385203,1.9007927641349573,1.0040862861797335,2.0954472089409113,1.739288738736422,1.9503519130169233,2.4779835809882926,2.697605086999795,2.501253197012884,2.395264062986781,2.62884369978338,1.7401331389060637,-1.6365412162800352,-1.6399416279847567,-1.576771298762425,-2.361241655684015,-2.029243164010239,-2.1559781442554833,-2.086141247649875,-2.4945406764908156,-2.386036182242026,-2.1733657354846234,-2.4444429345396532,-1.885192773239591,-1.6608340352779474,-2.7833078847066797,-1.149560645508293,-1.4794362322349583,-1.7997680274620038,-1.5847646387692376,-1.1698653003012505,-1.1283630341382005,-1.5037341488345934,-1.7710281625950308,-1.7135262660467734,-1.198296404362767,-2.5862426017479985,-2.19824039372637,-1.9536727422889275,-2.7974984979201047,-2.487690564302616,-1.4636412682209836,-2.219328153809846,-2.2531186986031275,-2.4242260803075095,-2.3019742707564332,-2.2408501306136093,-2.9992431618985402,-2.859229178156208,-2.4935571488394164,-2.299237037389248,-2.5246041965647055,-2.6290984341077683,-2.0433170224427455,-2.6387391418304604,-2.2995206426810073,-2.7939350252111717,-1.8785646039209043,-1.6121200155926523,-1.2072164040201137,-2.449409132183213,-2.6383099915065933,-1.9176561607041556,-2.5597532591992436,-1.9273060093762446,-2.2626100884318743,-1.7670111363536825,-2.077508409214418,-1.7355252712719746,-2.04854824667907,-1.6295778992771353,-2.341603011586085,-1.7925381871580208,-2.1961817036915288,-1.6469097002857387,-2.3918725021781584,-1.8782116589291362,-2.001237661752968,-1.4574121373541415,-1.4341751692288118,-1.6960644135550502,-2.0904370145661786,-1.7561163742183517,-1.9237345654246676,-1.4558449636822313,-2.2313535220385328,-2.4419858841254323,-1.9180605556746644,-1.1667042483950798,-1.677757309737918,-2.3649584189715815,-2.3550507067376305,-1.5178136435141254,-1.2774490274404386,-1.552799114185735,-1.518668751124955,-1.4171298639894685,-1.3271710072790563,-1.0812147431476629,-0.7327376601170735,-2.4933181566866853,-2.025483906509918,-2.1724498910460914,-2.0258264118031586,-1.826388562074969,-2.2654150051809463,-1.2956198045479153,-1.5313310648847298,-1.8550640259491304,-1.7053839022619919,-2.047030343890931,-2.026565716317598,-1.1430336198379256,-0.9634180509523702,-1.7237045395149948,-2.2546233583614192,-0.844080729071989,-0.062044403274223184,-0.2933185140701774,-0.029907356194848408,0.20159889383062615,-0.3312299686778605,-0.73737874469001,-0.39915990980979615,-0.556338957978025,-0.4775203885679782,-0.030307897231790656,-0.04013260534260729,-0.40512610414105443,-0.35521999236663904,0.11538041200634547,-0.6653398530344405,0.27483606061121346,-0.36744950940409443,0.5596083924712898,1.269047052104146,1.301626715777998,0.7949570411185833,0.5034541606956784,0.8383776127899107,0.7530621617933518,0.14533714517028792,0.7717079779327128,0.9454543568838486,1.083026314653366,-0.08959516364744675,1.1003518710314517,0.8620887630787013,1.2355211648570141,0.5800451174726146,0.9523680384223225,1.2645258693190804,1.7644220101859729,1.2667969621981097,1.039898934092736,1.1516128055107375,0.44337680300254284,0.8293817871230635,0.27482477763877416,-0.0806490612441757,1.10472719497341,1.2930640134142766,0.7196439407736416,1.4695625141718578,1.0001512247991755,0.8192385213589634,0.778814330288257,1.1555132211106782,1.069229122022123,2.043566977627563,1.4650069330441151,2.552645041530125,1.666363429557832,2.2268898237057413,1.4079801749606047,2.0983138892383018,1.8132468512202955,1.6793016189023722,2.416540949161901,1.1822800215364446,1.6237745258750442,1.5100033297228719,1.1507085567043134,1.3246075014459227,1.1777264861902026,0.6201759600695406,1.1561595469664436,1.5275271220167663,1.635501299485126,2.2726725789297633,1.7882872285238398,1.738746089407508,1.6165412092861227,2.1023877615724755,1.7749428571636023,1.9126656863512246,2.120096071427742,2.991842192204917,3.29879575278744,2.274192485729103,2.228852570359684,2.875354122519541,2.420490669534453,-1.9867443385307217,2.3873991953862794,1.6503086926992103,1.566358520814037,0.9095117180595551,-3.9183524672983734,-2.3369629694319616,-2.5169788863511005,-2.481720362629592,-3.0670058514872856,-2.2843636573146333,-1.566571192980171,-1.625310086023315,-2.101146749807615,-3.1419917964920883,-1.9231890458660679,-2.397018551633796,-1.3845313166593518,-1.8742121977096973,-3.2816200026782694,-1.922966298525362,-2.0402407587141607,-2.3497931168083994,-2.071532339833611,-1.8360489169137661,-1.9767311427021022,-1.5633115805068778,-1.7703093943323076,-1.3362448529352642,-1.458520932012834,-1.2576140045815218,-0.7715812133883062,-1.6628907791540457,-2.9076439867292425,-1.5992791061403289,-2.427768768113715,-2.0801038007544554,-2.7807973206255445,-1.9070942088002174,-1.4847731171244276,-1.9547139226560468,-1.2516200538493087,-1.806459814588293,-1.3665342013715036,-1.6916272339766112,-2.1476239617965986,-2.1530243070027346,-1.9821624083767746,-1.9391601662391071,-1.513605917900151,-2.01002890796483,-1.4929301743184797,-1.608410043318718,-0.9238950846678282,-1.8100703967549319,-1.4815761115676327,-1.7796027672349413,-1.6485497438241499,-1.8256653775042682,-2.0994674888875497,-1.2365670347645636,-0.6629472500192478,-1.2749890895695448,-1.1470176372613505,-2.096610667392553,-0.2589480686175915,-0.7708510983364038,-0.1095311565501942,0.10555106532840357,0.15926111946200788,-0.3022651487014445,-1.2589681193605617,-0.3518068335633541,0.13364583680942094,0.38371604027994705,0.08456763306063433,0.1935047092932599,-0.7020360764225184,-0.8676420517677859,0.8151874774284152,-2.2097406346673276,-1.0448885289602372,-2.5255182526746536,-0.12002597530907894,0.4279722873650459,-0.4297904127149821,0.4751370643968841,-0.4797510786198769,0.2868533495422523,-0.6306358517713792,-0.2599950058863798,0.49109480520753224,1.5770328371180222,0.5635507321264753,0.7391314843430092,0.24159381190211926,0.8468721064180189,0.9317856951935173,0.5818805064093339,0.4081921555092926,-0.28324373859817004,1.7047065045591496,0.44854130960648203,0.6587599304510867,0.20341587490432103,1.8604194314844535,1.8418066267270279,1.1178685311336964,1.0884969225901173,0.6970779418409218,1.0039775803753594,1.5337617753695463,0.8134723296027592,1.1100780625435556,0.8590261396044514,0.802302261835601,1.1665596935991456,0.6121685221949379,1.3549727133625231,2.2962656860393293,1.6963886827338748,2.316388058115813,1.9488180244471758,1.8989773800908933,3.317725695812837,2.695469878492531,2.652275552204093,1.6615128203261662,1.6173083936468093,1.1537501753957953,1.3277146331379999,1.128037539177179,1.4417652050214942,1.5553111053044504,1.6347292124971216,1.0852159185372385,1.5345289546369687,0.993433100778028,0.16678169002835844,1.8459078554538997,1.8262646697987757,2.646796322279543,2.158287201815507,2.25684508614606,2.3361223547037575,2.360185672379289,3.4404390113237167,2.2288804487930807,-2.7791913012508873,-2.5319407285837725,-2.0930027424057998,-2.709013785341593,-2.257271716844614,-2.254024911595403,-2.3808096781250057,-1.794932663185365,-1.53637846277782,-1.8079114823631588,-2.6882571645322457,-2.18075685367441,-2.097305365880655,-2.5381327701664476,-2.575717415288579,-2.2754960915725104,-1.482175712422636,-1.8739138311948758,-2.0217836390864923,-2.1200995813599888,-1.6515922666191474,-1.6560534582274353,-1.8999289078228607,-1.173335383149349,-2.054985026607148,-2.4659549832275065,-1.278063931216555,-1.8437364200007371,-2.140601422348852,-1.95612627859825,-1.7123077409002287,-1.1517138543482313,-2.0122504354790167,-1.8459953951269759,-2.4854676863212335,-2.9886987259379003,-1.942570526222796,-1.9416144200920347,-1.6281987508258942,-1.7607029918531678,-2.1643723300961857,-2.0834637272263525,-3.359091626630132,-2.8184865719863934,-2.9367709774112574,-1.528976780040205,-0.9497763353688916,-0.6937100770645916,-1.1361969903981333,-1.0743714439604743,-2.4538000280428935,-1.8539992098738365,-2.084983697849928,-1.938267030270205,-1.0644950754726383,-1.293152892371995,-1.1612419480310483,-1.122506738264635,0.35177762528260537,-0.45234015959763313,-0.03228314952880697,0.1208453983965456,-0.37158816314701937,-0.27850312741533906,-0.2843418107883721,0.45433218355942295,-0.8171720682290271,0.2638043251151704,-0.10318567222870662,-0.5792481864948127,0.5676156060420114,0.3543130499782195,-2.7448134711198944,0.15027312781511779,-0.6251076199240221,0.1051511039533013,0.1594873856375677,-0.06064745560590125,0.03905454212513698,-1.286629633910866,-0.3320957943630924,0.1228003434659823,0.18844128320626963,-2.622534679299729,0.8294751568618092,0.060346662452832926,0.7969621404111474,0.8594374709537597,1.752711329615615,-0.1053761924435134,0.4466129331900018,0.49700191384877823,0.23119252741020452,1.1219343603704888,0.6240661084968867,0.7696753728082029,1.0060072886920186,1.3173471759160076,0.9594681923502687,1.2688139839690316,1.0792539827962153,0.7774536705416197,1.5502156110111969,0.5910824871978084,0.6301662702040884,0.9057101225640016,0.9138613497664048,1.3750243631271,0.8894928060614754,1.042067418052857,0.8539664634308923,0.6696850708112692,0.9749035225732059,0.9277088144706924,0.6943679696315851,0.997619626405167,0.8740625344854094,1.6028946812600628,-2.874882512150597,1.5375387587797313,1.5982456456171918,2.2730666352482785,1.9801557350566998,2.3592964108142667,3.2244330111998556,2.2272359518760103,3.0791852875858083,2.8744307880446955,2.3839659772254445,2.843256759452257,1.7443024128686717,1.9786273099034781,1.4170632102796097,2.0470273575726505,2.25152762914927,1.6724586714749052,1.1302593578153382,1.743000693096339,1.422438169795608,1.2108988801736627,0.8911735105690085,0.330233156002261,1.2205000202689977,1.665660747180509,1.8879155558181107,1.574313551243691,1.7855054568839508,2.5772565848122,2.0210599492320953,2.0324847247366526,2.5359746082860233,2.8754898639994733,2.186169591197648,2.1590525458317917,2.1187588557644745,2.4069521133296994,2.1075935229244895,2.371219246041373,0.9860961470344285,2.32107625437641,2.158114185185735,1.456626255453673,-1.7964544486669107,-3.199613604860893,-3.6250351730528925,-2.2812637945507914,-2.5734783410524873,-1.1331834475311031,-1.927610507153303,-1.397211762124269,-2.9486221752698083,-2.6734502564780005,-2.9682035561700264,-2.1938991240590067,-2.540927602118004,-2.416922796053514,-1.99174545489171,-1.8530122177670827,-1.5249502327402813,-1.2548091134960069,-1.5670959236832678,-1.3222365488788594,-1.5608886352573725,-1.263005849304749,-1.792782499795121,-1.8003057369543574,-1.2832235226484625,-1.5688371570766317,-1.6350452568760876,-2.0420790742267187,-2.0491935360432785,-2.1292842434902557,-2.1902322673172376,-1.1617155240059958,-2.3061109055358466,-2.2550844218388444,-1.9607836491027635,-1.9251982429121814,-2.4677186526013317,-1.4281435261731954,-1.454436657464823,-1.6783468612381178,-2.286550460829712,-3.2747535535671832,-0.8341002170563545,-1.3967158544831662,-1.2546100131581484,-1.6289381843448103,-1.335425755294605,-2.5542219439913443,-1.4126958658383058,-1.260804398805516,-2.571256009328065,-2.346445628216866,-1.7910433993833461,-2.000063072011042,-1.050761046823367,-0.989426816567381,-1.3671004266086613,-2.3773083440318854,-0.8358854435534444,-0.5743819096749763,-0.5506615309479698,-0.3025527000354335,-0.4940776973434166,-0.13755761987144968,-0.34506956994031124,-0.5856997869456972,-0.1529984997229929,-0.018153692210044346,-0.07730525953836666,-0.8655694302318582,-0.3944488154292277,-0.8455026236279898,-0.748841575233526,0.12856291402577416,-1.4712171838212353,-0.061618455455854454,-0.052450214549369094,0.4612510826942768,0.1403964571173319,0.20613542577216987,0.6340090247341051,0.38572785966063977,-0.31851377914308215,0.6009826886031854,0.5244523296188024,0.34180877753042743,-0.3288913138339032,-0.9497015454542735,-0.012992977639521832,0.6439709836072076,0.24099454671936574,0.5688816996077103,1.092007996593735,1.3138124908342947,-0.4388502407827753,1.1300914629380319,-0.4328251251294714,1.08030775632498,0.625433637413537,-0.3278956843697936,1.1837484177950564,1.3379876809776965,0.9764054060705714,0.49671427412198726,1.5155461453906354,2.001815659484125,1.6542262499707205,1.0623399857188167,1.3362875498284945,1.326606476372117,-0.4742304253611091,1.6771848525262845,1.2012919966076847,-0.20615836456262293,1.1911570851527378,0.9401946965466202,0.8902315567803414,1.5586352033655453,0.6680309220176844,1.204643595969209,1.2389136872728506,1.3675299514738082,0.11333249068637731,1.0082488376286127,0.9523142078283247,0.5675241020379164,1.3709522538714216,0.5819850042396628,1.5996010344194365,1.1880412490280599,-2.2632175398727754,2.441475958304521,2.054441411811189,1.3497061296372015,2.0216618457560585,2.2468209644782138,2.531642987156359,2.7446739092672456,2.2085837297233297,0.8585448701572956,0.6993194576889062,1.9258641522710516,1.922426309033618,1.1841618769934574,1.4820931553382724,1.2398685670473548,1.1529621309352256,0.8660756917444518,0.04706077201789108,0.44702301165023506,1.6138928539177944,2.31631811732996,1.8878598519294008,1.9205668441010388,1.8136880042396841,2.8674131441949235,2.332809402402605,2.9395901199204504,2.998518118995596,2.5315728131546527,2.7749983747343383,2.2562318507743577,2.218464336174197,1.6368086399920827,-2.9445080617767103,-2.1322832119558464,-2.4292885852989694,-2.0981573969157923,-1.6264285642198875,-1.3446594055290528,-3.0657149503920436,-1.5996854029109129,-2.358702376356458,-2.004994037933662,-1.616126842749306,-2.6026685407728647,-2.7549742380777476,-1.456081891245904,-2.056604440886151,-1.552697120192266,-2.2421338108402806,-1.7646874659054461,-1.3367849039126944,-0.734511655608022,-1.1118399302701316,-1.824485071707321,-2.3691795004598224,-2.097455905669604,-1.4826800035139278,-2.05149210923676,-2.480405042740809,-2.673105883699552,-2.3968454926367535,-2.5344056822469523,-1.8673911237627285,-1.5714606689283575,-1.6683517254525695,-1.9195585787901657,-0.5360594870972587,-1.757408810754,-2.0450089320868825,-1.8622507952478047,-2.272660479957455,-1.4191881333341194,-1.6647902513197106,-1.458013241463606,-2.330133713030988,-2.255715265035695,-1.9307810130377567,-1.734255367707889,-1.8518891656564387,-1.8017370673242306,-2.4195206277391983,-1.4633153487357609,-1.4250174929323447,-1.050736553420558,-2.3044733795820553,-2.3767674828545644,-1.3547546454372048,-2.20161723097578,-1.60679318925088,-2.2216082576756317,-1.9784489716005227,-1.7335208507221618,-0.6650932945102908,-0.6393923356377054,-1.8161010392915053,-1.9256341263898418,-1.7230501516146275,-1.9516906250068813,-1.636084109280602,-1.3371173416497393,-1.1245761367660647,-1.8067454331898298,-1.0688290381352399,-1.3414389881049558,-1.5747406167291795,-1.1742212757714272,-1.6687906261117078,-0.8253221975761901,-0.7395343138627795,-1.2117230691850247,-1.1332496783030745,-2.0789870763792333,-1.0012517205492555,-0.9023800243420441,-1.2141970517471883,-1.2659439254622902,-1.8320961768238497,-2.7933010265556404,-2.5869193039218077,-1.8084501753653948,-1.3865276685842332,-1.9962298083384056,-1.3064963075618428,-1.4613795456370537,-1.4465160492368003,-1.882281669011881,-1.2791501353997796,-1.7188167405044774,-2.144406401692325,-1.7205290291780513,-1.8105440307280547,-2.3659686090443586,-1.5105199538584062,-2.2849193783361637,-1.5538259049113319,-2.090383704223623,-1.6564325989393538,-1.6845411871593026,-1.608826683902007,-1.8709692811046421,-1.5348829923362302,-1.6565068504000175,-1.9744015695618244,-2.483125356467785,-2.238297861614372,-2.1743527686927537,-1.2174734963297014,-1.6550133958205162,-1.8731715653951406,-0.7146764997840912,-0.5597515287948543,-0.8717941062337075,-0.881531185057631,-0.14984252022590844,-0.8910783324412166,-1.0154492359820495,-0.9068317974659927,-1.0631804474126174,-1.5562410272697198,-1.6844919421925602,-0.5801885520396106,-1.0112580882531677,-1.4368935597521055,-2.0391781611354802,-1.0916313844929149,-0.33313754581730554,-0.6520655992622405,-1.0795290291646265,-1.0927594938879595,-0.8777955229028692,-0.7676314132080521,-1.2667372455481969,-1.6694989490566818,-1.2811773024717286,-1.6418971086758223,-0.8135471419731289,-1.5196469746770662,-2.211711877261913,-2.511806473883548,-1.032229735166284,-0.7305096338898716,-0.3745694879300988,-0.5890595819120971,-0.7453032129473885,-0.6797096872743931,0.5985205482854095,-0.2894812353060349,0.715120848873638,0.36594658368194993,0.6331263844653927,0.3389845706198812,-0.2853329554703863,0.5703702305277493,0.6882259204021305,0.2785668736716614,-1.7780043627561661,0.9349716242071641,0.234229208004281,-2.245642394921878,-2.017458987055658,-2.1135678335200634,-2.294869778172044,-2.0981500811744254,-1.8486632924167588,-1.9103234142353462,-1.8850710481950768,0.5138714973128463,-0.5190123505756,-0.7264821002252563,-0.6204182832938256,-0.3868057783826766,0.032321689898553475,-1.9982959119442059,-1.7440704470253345,-0.5085857383710983,1.1629717553776098,0.6764486046462447,1.1802474751842982,0.9784878324615836,0.26459751037675383,0.2177992542064556,-1.9925382707877228,0.8115770894905712,0.9854650170286279,0.7714424043726167,0.7089149711323706,0.5928254091162205,0.5090871030822458,0.014526004808036331,-0.778145509182406,0.8121384125797998,-2.304520276271108,1.204586299591582,1.3343370079213694,0.7870655716149133,0.5626994693457474,1.3253465101481463,1.5472859447487834,1.0731800601852015,1.8673240746601532,1.3662668244271126,0.6098621706849381,0.6861221528446044,1.8670375154258776,1.7271287171863594,1.246860537812855,1.119823103368614,1.1716340370608804,1.2944243905228854,0.5958985043423645,1.0698400017456857,0.6510551104463643,0.2833299454772585,1.3297502744455172,1.487715468200197,0.8908582141886833,0.9114100329329845,1.6861646097538565,1.622247398490505,1.521566599374719,1.0960629590178281,1.986200640050312,1.6423607922080736,1.304667751882343,0.9968981601345963,1.4266297741248348,1.374162947539665,1.0224904416990312,2.1304438677711275,1.7844766152194234,2.0947263903550257,1.8754862408777861,1.8585256177279872,2.102630963685052,1.557717392939409,1.9499104387363886,1.9576158887811177,1.6920021842783879,2.5519603332542045,2.561594992999166,2.3692322579014005,1.8353617576627133,1.9304795364306755,1.359280205565792,1.484479070863115,1.078950973402536,0.4847628662398076,1.3328975078705394,1.3360786208653537,1.2356750530215337,1.7636586739759368,1.6337538577819877,1.7682705449846747,2.122898217557819,0.9964633852652369,1.1977071598366367,1.617797566845115,1.6716352627733642,2.144640366847511,1.6295235019499719,1.5746535485155702,1.3644804894769114,1.9678851615233723,1.7307871253362634,0.4500993131856048,0.7092148783429066,1.291773899126816,1.2650219704379697,1.4832235308974715,1.6158780956266356,1.4537969347472712,1.8412715921027663,1.0776583368965706,-1.9771444788249184,1.7200214431280723,1.3012292978064213,2.5168301211675135,3.289943748799982,2.335477980480627,2.632877834844604,3.234172365328805,2.489063712952016,2.7381511834525325,2.381588353201421,2.3285979142565063,3.328669546576243,3.2819708108427497,2.6047904656754195,-2.0863015639871483,2.696394545672192,2.7732411581324357,2.900960909178482,2.6177962221804245,3.270591898962334,3.248317458833204,3.345801752072413,3.7308525620329043,-2.019982962433516,1.826297454227307,1.0774405500540465,1.1988493844740344,2.2849959980758077,2.0128109198156414,1.8381957131112068,1.9555661378870848,2.350319262524523,1.802565095004284,2.1674028101147362,1.767312948643652,2.3424265855770328,2.7829168608426733,2.27225434213355,1.6913521519012125,2.2766817712869356,2.1096683364233124,2.901804046059398,1.966126018151255,1.9193064305907221,1.3208732271464372,1.0721741929343593,1.3698778156073936,1.6595177591441344,1.772038816659423,1.622774208761661,1.7745658323362008,2.104417394349241,2.809229429851888,2.5663846323652586,1.7877357160252272,2.522537810369287,2.607334652680218,2.629224689949957,2.468289400209652,2.1484507362290337,1.9925035780296343,2.1015331537526984,2.3830574698845637,3.195755912766083,2.2988555259093286,3.4004827429557123,3.32016457280138,3.042630412837392,3.024834659599395,3.330965123341064,3.1965727947815004,2.4516657543917777,-1.5389119504590123,-1.7012583336757245,-2.4539410488023976,-1.8412737091429427,-1.9309687604897081,-2.096706058416782,-1.742572548009931,-1.0951012606671748,-2.0578575731219626,-1.4851018512382956,-2.6261010875263207,-2.224722549716466,-1.7554671473425982,-1.9371099507107499,-1.391831259589069,-2.158351999323425,-2.0713417922240716,-2.4582230314263764,-1.7485395639212034,-2.0023285346399646,-1.9167699308349169,-1.9679110728450426,-1.6121011297793575,-1.8718315893216755,-1.3766038490743913,-2.5166565835615677,-1.49854586766511,-1.7592562940875003,-1.448084137473986,-1.6230749351953837,-1.258557063255416,-1.778093462956685,-0.9808283365947286,-1.7343721459212393,-0.8573105159090815,-2.5932046335356254,-1.4201739825743136,-0.9864621727984818,-1.2222347845612507,-1.6231717810656041,-1.8960241550212835,-1.8284735762875814,-1.135916402360506,-0.8693463877135866,-1.1599590744722421,-1.4755169997645685,-1.205624191444097,-0.6474810143628418,-1.0083253539084756,-0.8246402427602921,-2.0536919654613324,-1.5989754289131846,-0.8208464596576881,-1.4777214093432265,-0.867904372395485,-1.0040241505126684,-0.9944981779739002,-1.5978306022115,-2.389995605885937,-1.6984099543053328,-1.272718628157424,-1.9087037726895866,-1.630622966158067,-1.8573340947188832,-1.7318296957531714,-1.1926598905558237,-1.9575025723448478,-1.8849425242900097,-2.2127283664874766,-2.0583508543000724,-2.148810277174799,-2.0588242478925443,-2.2801388416430974,-2.3044888204776375,-2.4578098250756804,-2.1263007302084556,-2.489651757789015,-2.1051086553608256,-2.2699273139064626,-2.5002459306470253,-1.9139916795799563,-2.286086390676819,-2.1471252932630884,-1.8009505046054037,-2.525123213954451,-1.8926348059809734,-1.8495687995952732,-2.0863170279106606,-2.1296588488689383,-2.0412063374240996,-2.064703227416407,-1.8437578246798019,-1.5783996214418234,-2.52428023824749,-1.6895213556034832,-2.759379180363014,-1.2361398975106481,-1.0590247317442305,-1.284002040809511,-1.6563171530072265,-0.9794535130815484,-1.4419314452659624,-0.42568936742949975,-1.6002549765672927,-1.3485737038871948,-1.0944755402823925,-0.5083688945073433,-1.0822602622171158,-0.18872983582956526,-0.428621401331956,-1.643513260898224,-0.7617547995209936,-1.170058759509796,-0.7075264576202458,-0.7709459351252934,-1.5817214511538924,-1.2078461711307664,-0.5662882676537397,-1.88717971169054,-1.3158257684302441,-0.8698109709553752,-1.1921687810051413,-1.3079987756019618,-0.8236213310697529,-1.5829627203188341,-1.197869889182145,-0.7396933816927572,-1.1438555059183373,-0.6742477415511352,-1.4455515575918687,-1.907333868052402,-1.4269485365216714,-0.7230166538523154,-1.1737974246867038,-0.3707312798716632,-0.13610057679396972,-0.6115371495567337,-0.7533958258642728,-0.39558032087537875,-0.04724710733745139,-0.276323121948579,-0.11790125552759978,-0.4562280085826931,-0.6043306640353487,0.395970955921297,0.47085793440519325,0.6299339231923787,0.6002378435565628,0.1081699498192994,-0.5106429753587224,0.15220345695662776,0.3430080888154979,0.032670614086566026,0.4977986089676764,0.5869559412520983,0.18422111536484576,0.7255928981683614,1.0343729891997613,0.9961978401008214,-1.648210084167241,-2.21464632334699,-0.6330271205061725,-0.03251136583298904,0.6548185085876241,0.2801249501627072,1.4269968323678717,0.2492046499590353,0.7323433791714589,1.3963723318673642,1.0243015965811273,1.4649456560963219,1.1031153801198326,0.46902522037966327,1.0104628282583388,-0.19523370809446422,0.5571609843321319,-1.3717482461424013,0.6472607555742648,1.4630131100254808,1.6165463951858887,1.1720650638075671,0.9604553954568253,0.7631455682642309,1.4126736008788385,1.5659190451158327,0.6877923689940784,0.48378612504710944,0.7857558807207689,1.0142309495030306,1.6695190381740113,0.8846290562022325,1.279673244893584,1.7728156157765094,1.3637348413394323,0.8209302712475157,1.2986628779610254,-0.013987539707065481,0.5148460603812272,1.6981295391517448,1.7662674081861618,2.635073655360553,1.4700580265433287,1.6706208172853296,1.9207868540916595,2.479579942355899,2.1076933872542893,1.4531624614938188,1.070685831800654,1.4114463111960813,0.9315631257026867,1.3205690416418465,1.7544273547200864,1.4618074090868578,1.1350286079449547,1.324657446644947,1.400436114805453,1.2802800854457654,2.3467983632107927,2.2714984910205955,2.461729171021109,1.4161820151971019,1.9695275894081583,2.0135226008615486,1.6796481611859955,1.260590727887298,2.2323267383564,1.7531510356415327,1.3395063547192951,1.5103771584129937,0.49342933122565824,0.7547348158203373,1.5906071811986173,1.4449830627692664,1.701344523682835,1.5368172733647556,1.3396969068765165,2.0351589532969614,1.703015285069429,1.4437312852945332,1.3206532966707343,1.8100385198955042,1.2981198951460857,1.1180138619650124,1.253406537453415,0.5066947582872159,2.093119228626031,1.6030242107559292,1.8420739869648104,1.300272974593937,1.160591435456091,1.6718745159031279,1.9825209342022236,1.5581133107383847,1.9329872407250248,2.5437789660036705,2.8144510053061467,2.877914656018049,2.642756739000205,2.9307172798213754,2.1410826957527633,3.0338687500762895,2.3598026505084255,3.079913059109979,3.276331710669174,3.0165192899711952,2.7679186422058573,-1.904989580061491,2.8970487788435957,3.5503579515020567,3.9909281086430517,2.227265428114672,2.2383157740630133,2.7077558064118006,2.432477871168632,1.7461339753757086,2.0332350333063336,2.883416586611307,1.2800050312329023,2.162907637969603,2.2241222132189895,1.663640044369831,2.2019343085503658,2.723609192868791,1.5142239995560052,1.8376795376206432,2.1437029802106875,0.7822099206799991,2.3934544440253998,2.597271598309412,1.9344628039830223,2.0818757687653675,2.447878053464442,2.515366939517768,1.7790679064024137,2.7505093760230492,2.24382266460077,2.0759633616164668,1.322795916017416,1.156758048315713,2.4165412458099143,2.340979902459127,2.5427219945818784,2.08209014274351,2.024013812505533,2.579985359867802,2.6296330006341258,1.764248994703412,2.036082367920015,2.8477853429350497,2.0470654564072763,2.727574602203409,2.9541625456525242,2.616112727834179,3.4849110804661514,-2.394141155184704,-1.6589155991476283,3.584837884764713,2.332860310149129,-2.1720010101640765,2.9694446291404413,3.3206114842043375,2.9199407632422165,2.5043715868827294,2.3654077664679716,2.8770745173648278,2.890419977259786,-1.627588756758382,2.5181926731239854,2.394626913693171,2.1111658948311747,-1.8144426517583214,-1.8897307857272327,-1.5193864230184748,-1.565195342175332,-2.017247573595998,-2.0154859046966442,-1.8821777345733726,-1.9310922406968114,-1.7813612337418514,-1.863739836665114,-1.4761801419466414,-1.6367236283856963,-2.3617608054291788,-2.2376427359941475,-2.0711442053840385,-1.2633941848017483,-1.444339013785022,-2.8368291995371586,-1.9667133945807247,-2.441505588420436,-1.1921006932145826,-1.401696259249211,-1.3225701844322317,-1.0495804043496335,-2.4705044585483202,-1.9198674338977646,-0.910053571869926,-1.7581551365337564,-1.1792492766326335,-1.8119594944735244,-1.2826825928453738,-1.3897384025793342,-1.6036528380223787,-1.2859201028503475,-1.3755917503982071,-1.2843611035687879,-1.1718132006826167,-1.5145867336947272,-1.5715281999850546,-1.010693232210108,-1.3537963835322462,-0.8279449962726998,-1.3112125493096778,-2.326342155220315,-1.3825400570063608,-0.9517244862789352,-0.7919066385832484,-2.019339682484413,-1.401917108325327,-1.3117284012901647,-1.0491215918337446,-1.3828786595493237,-1.1520620915114201,-1.8839399869808648,-0.8245551328589539,-1.1297721682768027,-0.958759130863229,-0.3327907529723052,-0.9931556896560337,-1.74194854131193,-0.8828756756709133,-2.169843667934112,-0.9918232931644075,-1.8272509618942239,-1.0174547199904578,-1.5535520221906476,-2.161985699523464,-1.6551679341355787,-1.4768002246456566,-2.6110332623673527,-1.2152678374812205,-2.10534558988026,-1.7063987302741246,-1.5000150201883864,-2.026893901613967,-1.9407903298866818,-1.8527748685640573,-1.4354930757900812,-2.037962686832648,-0.5369988708348779,-2.0901889062553445,-2.216952421817597,-1.9822356961828522,-0.970319879772031,-1.3441415869974664,-0.697578950349009,-1.880041711790114,-0.776457403535869,-1.2421989867967607,-2.032249558081345,-0.6327323768103291,-0.5583879770387394,-1.0511423736038012,-1.5167882975265519,-0.8358821699801864,-0.3074572940644912,-0.5043864191651973,-1.3842520333755481,-0.30648066235197136,-0.00014772207972565444,-1.1903112325732363,-1.5464779727507671,-2.042751243564774,-1.5005852303816918,-1.422172119372356,-0.8837510736711927,-1.1563585911879593,-1.5096018488527791,-1.2802211190058712,-0.22951541981907078,-0.9596982983716171,-1.3600832566151233,-1.901503835581747,0.18370707882182602,-1.5754276619097565,-0.31037590232027107,-1.4434682414952154,-1.311245097495308,-1.0079490400295406,-0.9931687442866197,-1.333887254885758,-0.6811207015683034,-1.4588885592908107,-1.293701260734704,-0.745239566783358,-0.8062223636856589,0.2219842196968581,-0.13477432095339614,-1.7601367423428174,-0.5583891249271736,-0.05247564435146428,0.17036180087468755,0.6765709038947284,0.9499498482264849,0.38563013718996414,-0.2347179104633905,-0.2785853315831883,-1.5539654806070275,-0.4519131902380381,0.912499803570672,0.28170826421772305,-1.5617539463264731,0.07908139824537398,-0.8459792274320634,0.10564750839790382,0.7312511559317187,0.15177942693821792,0.8956772480212062,0.2269097236683554,0.916311991430242,0.5164286233646191,-2.323291762305322,-0.2334982735410968,0.18802334476270557,0.47608985784310576,-1.0599946099832138,-1.5149319419029124,-1.9378470810900978,-1.423676241440627,-0.31318651815515663,1.3362402862348741,0.6659275757967738,0.4228822232410362,-0.2073359724690436,0.9943523106968603,0.940290768520835,0.2880962490501418,1.0653447101656677,0.42235931838539537,-0.11916771201629656,-0.0006163383972167872,-1.7623148213107716,-0.4779018725835674,0.7656333072073355,1.1642705851657387,0.9629488246471509,1.1580418347000356,1.1641955834982423,1.190649074199789,1.7389193462671568,1.2824353688103605,1.3896509025412582,0.6561657734111948,0.7295908519227796,1.4552864417758031,1.2566002497682611,1.7708978613704451,1.1031449279802295,0.7398282287805895,1.142891860201313,2.2872502528058094,0.7602389384610708,1.6015981266891106,0.384077204930138,-0.5098581933691881,1.0930981769872021,1.9074420623360475,0.7806007604778872,2.285726099780601,2.0269063003401304,1.972120597191986,1.8972639572014254,1.2467513735866356,1.0072058693457213,1.5428568770364464,0.9762396929337169,1.50042294537743,1.983901849991792,2.4082401398160913,2.170740056472607,1.7935465226667557,0.9669351964391059,0.8174121283365101,0.7529208864381122,2.156169964457336,1.1289356768774956,0.8832351193802329,0.6195834223675857,0.8146416003506196,0.6599578183521252,1.7076242232327716,0.90032286079186,1.767164244472917,1.9621010145091995,2.1106443515682507,1.7921341703239124,2.3293720630090684,1.8923599067058186,1.528242995433059,1.8350699242183783,2.499076533145776,1.1398640242744706,1.5076939098049087,1.0963848570815047,1.617006399438102,1.7327334251102744,1.4596277554023407,1.4134936709067814,2.0119598020249225,1.9226623317012634,0.30099793980228956,1.6224109648032847,1.4852866195843235,1.3023272153694532,1.7429206413743221,0.8118168052620446,1.403331814118304,2.790639266194765,1.146879908171454,1.8356944668349682,1.8663150322037232,2.317374365426518,2.69937896287161,2.324040377133106,2.386229728187957,2.390501474888395,2.6849593669791263,2.7373587490921274,3.0292392097820207,2.997590775018136,3.62153579667949,3.195309692842235,2.526864489662964,2.8079412303272036,3.201147724159012,3.151431135336324,3.337502099939195,3.498069809640228,1.6726042735288884,2.202588137426968,1.926617029223292,2.057211432986251,0.8761661418118707,2.0032761574458546,2.503352828052512,2.658656037477463,1.6781015259157652,2.106141755790022,2.332168032573639,1.4010853397530698,2.4496761021088056,1.8691520587452564,2.2582845928680833,2.5464080884479143,1.6813724088830773,2.281354473343995,1.117603623039745,1.77803394789049,1.707468697977563,1.000597847471433,1.1980315945079123,2.287629965397708,1.8845766267432358,1.4745120139725225,2.447063067001859,2.1648255657452364,1.791550749875057,2.6224188965974093,2.673604543522931,2.919366238956413,2.262093249040265,1.7587031927044476,2.3984874056270082,2.2128528326842245,2.1285316724769685,3.292071248399731,2.99802921077036,3.290149055889479,-2.1972764261819573,4.121272818800193,-1.3684162207685213,-1.8431057648798364,3.129482511940331,2.8048492766795348,3.3403350141950123,2.6228978916218004,3.1747088084405592,3.020113431181433,1.9837666471576783,2.2674286212337447,2.4650254574392196,3.110518150004844,2.4848632357161846,2.8667774584980754,2.011111589120684,2.106019706323859,-1.734707607817671,-3.224230193750433,-1.6099166308547468,-2.2601750094404323,-1.4245191876243366,-1.0420243712008246,-1.9674318036259324,-1.7269666854366519,-1.8533805642007357,-1.408023805258629,-2.50058452584327,-1.6609391733283136,-1.800278565956677,-1.4800223679919489,-2.1689520375156586,-1.7204772055912476,-1.987728935513123,-0.6070088234359367,-1.3241239989750366,-1.0224069192391192,-1.3038537057391282,-0.8956757654027466,-1.4823578191355415,-1.4835318763049614,-1.177905807516823,-1.8414213550840426,-1.5983986705949929,-1.335885667448014,-2.440925369145071,-1.4012554396740582,-1.8568869996022206,-1.1111691681889153,-2.2653209329624273,-1.192567725193438,-1.0198778089597293,-1.6512930701876587,-0.7838153797723096,-1.444686883209463,-1.3273864971520617,-1.0923548415457358,-0.8695556602093423,-0.6250111749746392,-1.535386000329722,-1.8043852403776823,-1.1528230468517529,-1.2398921091301727,-2.194331481064585,-2.172040470143729,-1.610914204688793,-2.112072249471153,-1.8347449247468846,-1.9745054766907613,-2.0112443061737606,-2.5644064120459507,-2.1138241549008256,-1.9168532168491028,-2.0191118322181123,-2.1859032091763044,-1.729893907944601,-2.0096261688025927,-2.365906213802534,-1.953362597536169,-2.270214130707185,-2.031272735602432,-2.263521780851187,-2.8326746467779507,-1.9216344221909654,-1.971853036367568,-2.0224496481246517,-2.2857553130046613,-1.6403687468813064,-2.67486691564638,-2.655006200657901,-2.1228205405331986,-2.3781517775211665,-2.1644747587436455,-2.8533442151219623,-2.2378136770925314,-2.340554812973282,-2.483234140839203,-2.2162918459748373,-2.47295389362545,-3.002625181230997,-2.3582289069798374,-2.4755327082064826,-3.4054178221988916,-2.4148820851203965,-2.391809065512565,-2.4073273394187122,-2.2353789357223888,-2.195524812907255,-2.645982775040301,-0.5717217703214366,-0.21236166005459517,-0.6536217556765829,-2.530990336143661,-1.527904315801734,-1.2888359675141337,-1.1684128011816006,-0.8216727368054404,-0.8397662403441526,-1.5134212344411784,-1.2779189641503774,-1.7186417583190632,-2.378995772612652,-0.3567286837242593,-0.8495085130075347,-1.5711842453516263,-1.4738622878684136,-0.356845983968396,-1.3334035492024112,-0.8945042207741525,-1.501729738259088,-1.0606026831351612,-2.009093888320564,-0.8432947249739119,-1.705451282757895,-0.659325655082135,-0.4568480111442958,-0.6522126747379754,-0.7568054366914264,-0.9874007149484713,-1.1735948604159907,-0.43552243137267266,-0.6809901772628423,-0.5713775295728477,-0.44450577760387144,-0.6319470048492706,-0.48378470064643936,-0.02858023241877901,0.09751659018610112,-0.3206547515185888,0.6736644499507529,0.24872008237775603,0.0999336029861556,0.21142757882190108,0.021223487814755637,0.8512279861606752,-1.5725731575772854,-1.799278178923441,-0.006765887546096939,0.2934328524520706,0.3329767429735794,0.49572721297753747,-1.5232030138577448,-0.3786570510142195,-0.8988583101161423,-0.2618328131500214,-0.08079823453765211,-0.0004597884173570528,-0.3503756917991802,-0.36500253465429994,0.47505297635142335,0.38894891527211867,0.2171240574710785,0.4701390389771255,0.06281473485357013,0.3336309893184756,0.39024981147550375,0.7093794050320945,-0.28329735136863143,0.5543319419588002,0.21750344617993864,0.503064767364996,0.8067527381594649,-0.12623280138334042,0.8873023866741475,1.5605162150322722,0.9317303114552755,-0.8151456848275543,0.3953568239878831,-0.1700557416104581,0.2629523003553277,1.0403250501468653,1.3162031552152706,1.4110568558048748,0.8180955763765451,1.464778400861033,0.43044434340012777,1.1281579340464476,0.3353879175325618,1.5252981159866708,1.5606904008974611,-0.4471681882808786,0.9668000239431853,1.0164137762245582,1.1194742086035183,0.6230144533887443,1.3560422738276916,0.15744919611349453,1.4424253965995695,0.9381575053665475,2.0747909108966254,-0.16508920142196984,1.515737283040848,0.9348460720772784,2.3993290412797545,1.936622593896196,1.994252072841683,2.435555838651612,1.0189544482136281,1.05811969558611,0.5115151765630953,1.187484547044077,1.1330124223948235,1.7604630406759452,1.769622906939793,1.2192434937550558,1.3282167546557146,1.6144128540114029,1.5387841075127082,2.6486414098992235,1.9499606835435144,2.019427499122394,1.8769967409008566,1.0750014075175032,1.712070412653245,-1.6569424441940181,1.3365045743838557,1.2257050052833443,0.8291726143891414,1.3694333479810354,0.7022130905026467,1.1988406943816605,0.7680075453693838,0.9515217153673649,1.4891276031555216,2.1000814774095455,1.6774717158509727,1.461747250642216,1.5856949747782192,1.0379706427870194,1.9176839270652155,1.5326662373365165,1.8715686784294547,1.438975281689897,1.5548409374383232,0.647423080102927,1.3549785488014214,0.9679318755151963,0.8185031356432926,2.0023330225618223,1.5031970554426621,1.8585966514995926,1.6667219908549347,2.587073396510597,2.0042709623488935,1.5731070067666275,2.460971401826875,2.5499487531609564,2.6745716351385584,2.7858187847118954,3.015197772333345,3.042297454874968,2.5080602850779785,3.23706194486127,2.195762464962328,3.009708681948266,3.499342508152204,2.7914634665663294,3.5692273176896934,3.608862261189622,3.04056515848625,2.0642963934824143,3.2869115426013424,-1.5489044238468532,2.1739601005465063,2.533812242930491,2.6528696458660956,2.125040721580938,1.0366768506087507,2.426844539975496,1.0606242309847747,1.797311078408566,2.4361802033877655,1.6231638080422681,1.1231638809014477,2.0249252402650892,1.9691538063215255,2.415299256737629,2.510164224587451,2.1359641742599096,2.2900537312078746,2.875713600908082,1.9440473773697946,1.5597398296946485,0.8381446282852157,2.1018399963583847,1.1896169718542822,1.1343596971024443,1.802235842451863,1.7475842884292279,2.798150679130784,2.101796976688743,2.0261922472041336,2.8641212198632355,2.5494095690926653,3.0104745891309825,2.1768988540337335,2.892840794739585,2.422464296397146,2.887228765471225,1.9127196834618416,2.437779515473095,2.479565649284939,2.6038771027237737,2.8893780425569395,2.8872447135200723,2.9863668923796256,3.2461935257322145,3.4953768177547793,3.7288138660823256,2.7186532574714275,-1.746106106855897,3.237155648812702,3.7584142598691646,2.2753409801858173,2.991790566635291,2.3630363103506116,3.2129621689174934,3.0378320879390026,-1.5289412007729515,3.3603401832892286,3.0617828816495067,3.3554815140802035,3.162908197930394,2.355922631946373,2.3431194593216924,2.5253868902263026,2.7667603494858164,3.037347956779731,2.25484943061522,2.12556609410303,-1.483717942593246,-1.1615784362909216,-1.2148004452432204,-1.5185727890114207,-1.416266674492027,-1.3037894622654118,-1.0753270144000693,-1.3841310164231602,-2.77284041036105,-1.963040694612247,-1.8743173576395096,-1.6799591048254705,-2.1331631407781235,-2.1691262613233886,-0.9145455876938086,-1.7904885978356286,-0.3626912209606399,-1.8883825051201457,-1.4845281196520954,-2.1551662943488874,-0.7931980916497222,-0.7154952647672446,-1.5073460240675012,-1.8036041779252374,-2.7524166610521816,-1.882673123964249,-1.6486188308017262,-0.9305691178052908,-1.5071385710341363,-1.4336906824668698,-1.1240101124170503,-1.6499580717974356,-1.2224151946176611,-2.0831058198951307,-1.3194938231561306,-0.9396091837913058,-1.76634224876771,-0.7142241531651616,-1.4114682541779373,-1.101620774985382,-0.7261551111420951,-1.4894150997914237,-0.8959408854911155,-0.8814266892816426,-1.7758651573366933,-1.8946677014738142,-2.1218648817628236,-1.7737557909876647,-1.5525564206295375,-1.7559840663506916,-2.130614139636816,-1.2028900574334325,-2.182617232544765,-0.8861233336179584,-1.6101110846265116,-0.9932422555168818,-1.0294012880568684,-1.8247506803640647,-1.9044057010669357,-1.1758327050764916,-0.9408648179480589,-1.2083245663655968,-2.1835076547128356,-1.4031756264070125,-0.9705681367997984,-1.6777670893880212,-1.6552387915669153,-1.7228686202970591,-1.2295530791352336,-1.9402896355650883,-0.4064049543298648,-2.196109118550381,-2.2593104426200736,-2.102937692692068,-2.0194267214832227,-1.7335173440460423,-0.8843226408707028,-0.31030706339118397,-1.1322121943714472,-0.9955496398909655,-1.3830420643675174,-0.8565363602283721,-1.3420207456295865,-0.8511752459142623,-1.1145140522747499,-1.1467024965369899,-2.1093568952983857,-2.0748014820531226,-2.2463909407801843,-2.197304401518066,-1.5833479793783238,-3.1073730268561257,-2.326162564523236,-2.0382178497254424,-1.8852969201084515,-1.556915756430221,-2.479787619757959,-2.842687222891315,-2.5165263209364075,-1.042027563321203,-3.130607378160046,-2.6413216497230105,-3.053906747556953,-1.8808417869799032,-2.3675897549793614,-2.20972070873612,-2.256677535257394,-2.609693852654189,-1.6375841426949538,-2.536820251644433,-3.4582270142398763,-2.8169405981910223,-2.141944665915654,-2.1591167837151497,-1.7788803914477869,-1.5298903246700533,-1.9267602513862527,-2.3265636881176874,-2.5640867265220626,-2.9280585123745637,-1.0389721854224743,-1.7481547989132855,-1.747718501799619,-2.8366347443774793,-1.7451800014080252,-0.7973013781670196,-2.65427934770433,-1.672485280341678,-2.7094621164529067,-1.4736872339715297,-1.2431038532903362,-2.4262991576494963,-3.1533659590489536,-0.7582549763667206,-1.3752417811719122,-2.12005664484593,-2.6395857441929342,-1.0003377738341208,-0.9174976628445697,-2.33419848270486,-0.8649308720916575,-1.6749611785202652,-2.5348397017508746,-2.065666083129259,-1.5729872332544186,-2.2915526075972354,-2.603682269136063,-0.8522367927008385,-1.4093708799545732,-1.215404700849767,-2.4857157533472507,-2.0241752052407427,-2.4161568275809446,-1.0098097739832275,-1.0262561812407005,-1.7452417811857208,-1.7153329278476483,-1.6128274954430628,-3.124493514848946,-1.9499791855885702,-1.7770392279514746,-1.704881452487381,-2.129396680729121,-1.8701201338750113,-2.673260284082347,-2.3004704656867783,-1.2859619964853655,-1.7163452613900938,-1.915178764129509,-2.8489621111179657,-2.3842144980186384,-2.0376834348884216,-1.5562958968071192,-1.7477085413652824,-2.7109526656396947,-2.263756999601737,-1.54859713123665,-1.8441545538739783,-1.6051128978243752,-1.8051977708469782,-1.5010235851063671,-1.163895764274573,-2.1030590322753477,-1.5420622943653475,-1.916882632887341,-1.83955069158632,-2.803938147502111,-2.2292218277006763,-2.606736107852336,-2.2313346463793096,-1.5140709081565948,-3.023173306970117,-1.909448419991202,-2.3253785955740707,-1.3073143097894597,-1.4877682356145208,-1.4260942715493043,-1.7007572355962337,-2.433859002888209,-1.4625855820809504,-2.5271468842693063,-1.321898859100599,-1.3864549862632687,-2.3995394418023315,-2.218929887285407,-1.2847504703888875,-2.1878713512587264,-1.0380831992059776,-2.0691540436965314,-1.3020091398562432,-0.2635754878242197,-1.4015923455906953,-1.224380231507743,-1.4626382739399737,-2.137402937623908,-1.611685671088485,-1.961578053702906,-1.0164501512706923,-1.7240876288277733,-0.9068159625448219,-1.5755521291139003,-1.4885335106798585,-0.6467292145337847,-2.037107790196869,-2.662954094513684,-1.0127654666614045,-2.19610336082849,-1.3046600148049423,-1.286090407021347,-2.0857424689803303,-0.7375887200795619,-1.879964468364698,-1.9155121395549948,-0.664993097993438,-1.6871799903571063,-0.7645908101342549,-1.5899592677602983,-0.1362893150766413,-2.2849934685801263,-2.3028145803559434,-1.5285138229820716,-1.128354783748362,-1.5827435031440757,-1.1742152904863157,-1.015274984404729,-1.2510570325759247,-1.1367599691378134,-2.239290980788067,-1.670885084598975,-0.9332199869961135,-1.327012743408663,-2.178905200793261,-0.9450412493177491,-1.4674752902364774,-2.1118634358821513,-1.6836392581265163,-1.2350153108393342,-1.8855512697475516,-1.1405647949496074,-1.3937894870619496,-0.7464357583089768,-1.7319826801513187,-1.183538584126017,-0.27415864241156945,-1.4426746520371094,-1.5872543728851096,-1.2824891454425675,-1.8695611733933248,-1.641137157085826,-0.746039957396143,-0.6227831269408349,-0.8037887005655863,-1.4809738020413492,-1.6667635599933044,-1.602163212453181,-1.5952319525605003,-1.6396498520701919,-1.2575272754282834,-2.681863537104811,-1.9701174612603898,-1.822477322034768,-2.2439761963285316,-1.2628050942862854,-1.0093239351452836,-0.5472679712680237,-1.8113482726893595,-1.5208350344577157,-2.800509749413504,-2.357434037091152,-1.124574868918516,-2.484598358485738,-1.0362048395835661,-0.9756283640002059,-0.930547424083615,-2.2075847670958426,-2.0985197602624623,-2.098751324679049,-1.20759086411138,-2.6597019158280357,-1.5844882729121554,-2.0290025940196736,-2.6872820325812374,-2.5258609489102146,-1.5936351675640603,-1.5279072557936635,-1.0870130903138135,-2.408400845979893,-1.5736816571076424,-2.6135199051057283,-1.2476528546802326,-3.2207800345568156,-1.5309887367479582,-1.6357819663923272,-1.5661628831037406,-2.147609559948928,-2.340940416828016,-2.240942094347511,-1.9256192855910306,-2.793463441309663,-3.0591171561666815,-2.2161411382331435,-2.2296682321304298,-1.4915808019965913,-2.4547807155120123,-2.1127145727963557,-2.3312996551617626,-1.4888009790843542,-2.285664526945985,-2.072395464066217,-1.1833198175256185,-1.6634366481302054,-1.8514907255303568,-1.9394917990372509,-2.270071166999647,-1.18506328584981,-0.4479745525496447,-0.7115683407881118,-1.5235784978164755,-1.5448015180821792,-1.492440579055388,-0.960320680958748,-2.153514373641885,-2.712537425292124,-1.7384649912420171,-2.0629401642869625,-1.128249878954408,-1.9698396683659496,-1.3710757590166929,-2.5780979341844628,-1.4167109161899012,-0.7948373970843065,-2.0414845109804594,-1.1829791949897173,-2.029341018624683,-1.746344953200831,-0.9864544866001288,-1.9615966200447748,-2.252592473735563,-1.7096241521948772,-1.2244042874392498,-1.0150166190465606,-1.2869583142556424,-0.8686380086987463,-0.25983012038792563,-1.6634710334687397,-0.1729454784231583,-0.9881731213419669,-1.2144790236756446,-0.3326367643424766,-0.49281875703489214,-0.6826765460914807,-0.9355719226798199,-0.58478525753959,-1.8357606115582434,-1.0657620627754996,-0.5883149927604725,-0.9915894292811727,-2.680344247962709,-1.3732090650946565,-1.604459889418852,-0.25661395515734753,-0.7480184430917011,-1.2731788963228046,-1.9300014549918907,-0.2421475293577802,-0.8751971572349883,-0.8143677866831222,-0.43154886146182597,-2.4079955953666414,-1.051045876336229,-1.338785960489736,-2.0499014101688195,-0.8481563427045307,-1.962911581915996,-2.0758843094615136,-2.6873768788159835,-1.010777173467369,-1.570983146807118,-0.9867834154744907,-1.8322255544098016,-1.1863849923095025,-1.7658237050865022,-2.1572513600830145,-2.3974435249020227,-1.380013642857338,-1.5387442280818844,-1.3066547600067744,-1.6287887915601065,-1.6868971724204098,-1.6843766021901156,-0.9738505773716011,-0.47252889639095325,-1.3513468565180426,-1.032217960406413,-1.3836165222549994,-1.7022308122516834,-1.2593219517465757,-1.2148431243580564,-2.598078098172453,-2.153401235159291,-2.1262804199710814,-2.7517180246736026,-0.7994944913606834,-1.1558731653190328,-1.5927288868540252,-1.6889124972274348,-1.0239821547943442,-1.166469332066115,-1.978166758503231,-1.518314786627001,-1.595480512679737,-1.837325526797079,-0.9530786248828833,-1.215838257514868,-1.5755742856494188,-1.3863615762021397,-1.5570200492630106,-2.233007258125756,-1.3759363381975949,-1.2839121208454694,-1.1664073555682184,-0.7156997494261399,-0.5839979363292173,-0.4348030828828209,-2.2317299699267856,-1.133647014291837,-2.0962094145584436,-0.8435930887736695,-1.09977650081271,-0.9467791567522864,-1.456233908375757,-1.3057337590722224,-3.3189501868913203,-0.964189651432437,-1.299094373213048,-1.2534305905597807,-1.4845377511425177,-2.28931424542622,-1.892955097098088,-1.615789884353192,-1.2245721826121307,-1.3773920384132003,-1.6427791581226432,-0.8016650709186556,-1.597903526474054,-1.8121443181934334,-1.2197183940248013,-0.8070580830258588,-0.5736204197673703,0.28024802438367696,-0.35885707527434585,-0.9425280950923189,-2.1083523261634642,-0.49639061407490404,-1.452511480103088,-1.975599053407492,-1.121310053893421,-0.4468446627566759,-0.978632305161844,-1.1789014938918865,-0.852955834490361,-1.7428237490781282,-1.185441424132052,-0.7501132799516264,-0.09512191852191298,0.32357043530176827,-0.1928426118102747,-0.4143815813337565,-1.4863610864611354,-1.041632264139531,-0.39119328788552943,0.13251659287808468,-1.0827498946878074,-1.119531169930583,-1.0786298471393918,-0.7474708998564563,0.025183389925121466,-0.14503917415192447,-0.8065949292105042,-1.165094974868995,-0.5433448648004472,-0.01509672689872264,-0.9351277115414056,0.04693619345031145,0.31585074138137625,0.23860409195701587,-0.1960726950797637,-0.3810292751383142,0.5773929863839748,0.29861865254001624,-0.5532579226250315,-0.49361149529300663,0.5012379646138273,0.7309743371369213,0.5999140939539593,-0.4982893213900672,-1.2555883564489232,-0.3431117448525142,-1.5035305426505026,0.8702784593706885,0.1180262488966402,-0.2660472042058699,0.8204025055477643,0.1964186558097134,0.15542289657777025,-0.07130213666968742,-0.12090450207598698,0.27167325493936734,-0.6619874221897875,-0.03289018159566701,-0.655311260964869,-0.7487514090449039,-0.6042492083209754,-0.9200544917516718,-1.2071335702095345,-0.8451738081361649,-0.6828422869940806,-0.7448921495755743,-0.6784515728681795,-0.48788410802754717,-0.2985486912963477,0.3717074565559427,0.17306441924403287,-0.4750603621318163,0.4969732429384568,-0.7687516103000751,0.5205379347486273,0.5547323355761753,0.9028223084403504,1.4887771985925566,0.10141616629696998,-0.16456587732221245,0.13269276052091905,-0.21034696730679256,0.5789367124446633,0.9219151761102539,0.23629582127578963,0.7227668828181424,0.9201432307228705,-0.07954769686042336,0.43089799642719884,-0.5106279352662825,0.3418383298112362,0.9586011779649133,-1.2589122603513807,-0.15721531009341635,-1.2885302984664266,0.7096682044343076,0.3360446424816803,0.2966751954785271,-0.2730452754254692,0.3028933948365662,-1.9431528017175328,0.3062893393712905,0.2093803951999447,-0.3638326018867258,-0.7702497543215207,-0.17357003333449403,-0.9472071491544868,0.7650969303116119,-1.9920992642800466,0.613306092962205,0.40782281888143135,-1.5854046237559816,-1.2048613388978353,-0.26132579119329596,-0.24513243419001435,-0.36007629254992757,0.5861187278484271,0.48347260149998245,0.25750326395144013,0.8853902067593207,0.06368668159695712,0.48228007374749104,0.5589515639094862,-0.37703696045145213,0.01882396137984619,1.213006194848643,-0.5730622606273846,1.0749712153233644,0.7114216961577227,1.3628106652718095,0.4496391405264639,0.045741195182041346,0.6535629637949609,-0.39626775684690446,0.31059634138734604,-0.22943599533770423,0.8900831559330086,0.7734633846090164,-0.15910600063962493,1.1610887414843991,0.9816370540122618,-0.09987899181172952,0.23308297582963958,0.688809323879606,1.0905024850988918,0.807785632462602,1.3531300893387352,-0.0828441435880775,-0.27616925834624173,0.6410510642306003,-0.6818458747232098,0.9097202495818065,0.3890612141793283,-0.1276786609860736,0.40840335016344037,-0.3896981274134151,-0.35754976017971835,0.12152162346391916,-1.1270615716960408,0.16255754963147426,-0.24190678679573874,-0.6153959209859797,-0.10884547426633333,0.25992145521076304,0.44836553427503756,-0.020249608227031476,1.157355602917643,0.2881110388701818,1.6129282917558405,0.6248192523731283,0.9394758670743756,0.8247085639309262,0.5574574559751306,0.49364509022695,1.0529296054379123,0.14893829408905943,0.5442774458306097,1.1824626846776067,0.7436787693718079,1.8413267586337645,1.6497184159930967,0.9757953229533269,1.0303596421998047,1.8043887746234841,0.7190944671517835,1.4516910971768453,1.0920939553415527,1.7107240165667275,1.1439595853972222,0.22986469605369303,1.146266942014194,0.7952562690416786,1.2891797718359008,1.444475477170203,1.440328782243837,0.7731518736490115,1.0800065195453212,1.2253298051732335,1.5784178138468377,0.8760290314913639,1.1557419320855513,-0.018736655157222993,1.0283956598690402,-0.8186889940752115,1.1595230537486072,0.8967852525831271,1.1192401620901566,-0.0892278254255944,0.2934887840680455,0.9394458049627683,0.40708701063429925,1.1797366848838573,0.5832996925914795,0.7503954769328929,0.8783253508200816,0.9725604572402947,-0.23763836800378008,2.0937337680184185,0.7840646149686552,0.3009938626692183,0.7249168925012972,0.5266935721193716,1.6784741871787217,1.9398899671855216,1.7134472520328308,1.5977206528559533,1.0849286623253185,0.5822154907690683,2.30689865574691,1.975251307727234,1.1850593600587649,1.6170113587384867,-0.06938171290208316,1.9159655911716442,1.7922598067019384,0.99789369704002,0.13584177202159947,0.8617538210945273,0.3381355342618013,1.4888354928193137,1.5670102692477679,1.1639403030290236,1.2748901434253568,0.9541640632614442,0.8501161815356587,0.11227520150153168,1.7481221890377305,-0.8645694295170502,2.2823589669111763,1.242196190042142,1.230071637827162,0.7807191048127731,1.1643947985707126,1.052071709282904,1.0166274738284187,0.12651777656534777,0.9906120304465781,0.6804945734231214,2.3643899978548353,0.6358169238402634,0.715066073318312,0.4909454925803982,1.1519999792816202,1.1210189518957374,1.4054885147643643,0.9989357981746408,1.0168449714337224,0.6557268022831455,1.800344236697737,0.7194027190339979,0.8274293720911756,1.2779156890271357,1.2312226621942537,1.1766044888513276,0.666005092936845,1.409288981724388,0.44231210178489344,1.2899212307881505,0.23424261209834085,1.0484877361595468,1.4149834266290635,0.7241092393775372,1.7316507414573827,2.2245859786003828,2.448145376510093,1.6455331231532213,1.8815815889467888,2.4960119245134313,1.797537258343497,2.372475918594963,2.677861593745396,1.3036871281248095,1.4749458934972957,1.176748163141253,1.907047229710691,1.85961955786369,1.5718115328127924,1.9740773430601306,2.789760049697303,1.4521594356011007,1.0997541997292504,0.3560973529317397,0.36464994745300877,1.3895404906596622,0.22874175536718022,0.930840091085967,-2.054121053480627,0.9642916123339541,1.3686396908662288,1.6269869975592985,0.5953915985099489,0.8630092131613558,1.845442052234431,2.017379035651186,1.735978715277873,0.3717478115071577,0.7649356920286497,1.2208202476806955,0.3333059047082625,1.3808848484549252,1.1473517018958368,1.769536326133407,1.5320851861756277,0.4431871058808794,-0.13896488826069078,0.8084317500490651,0.5855277956870804,0.8944549301634604,0.8467765232071177,0.6797082149962644,0.7838828784437143,0.5647087373335512,0.544963678597898,0.6204362043800692,0.6948194816808352,0.6557419196134519,0.5561895155714203,1.2100117192431756,0.8768105401605756,-0.054467199621124875,0.4629845739079973,0.7071361030295966,0.6923325697207485,-0.6204074224895231,1.2135551980749426,1.5315045839793933,0.6742022980878442,0.5542549898477673,0.7217109741833587,1.7093275231533918,1.3211879190282332,1.7814456893909745,1.533834475325163,2.0249405666909457,2.0918850259344985,0.8451035484016819,1.2688363970826753,1.0925735953502171,1.2555201142188852,2.2355160256583795,1.7488224096410052,1.9412601955106288,1.432034716908108,1.5841387731869103,1.2345582212084405,2.1167619659237227,1.5606285932202162,1.2631442735326301,1.6493755478429935,2.077247634138959,1.4704856422782597,1.1850894643755767,1.0812817294525405,1.82442607246756,2.4499861213778455,1.9695459599338125,1.5539107694750867,1.7546409465163981,2.0997091450159497,1.3825242770853716,1.5212443995298885,1.1387700192972636,1.5511269722649763,1.7364587921748782,2.0036697698094064,0.7212552830803953,1.5683372229527093,0.5747589837302912,1.9383256503761352,0.4881628656760881,1.4525373645568302,-0.36370781456770274,-0.06221800174768508,0.6813596327687408,0.8766006306068778,1.8705954191330958,2.2214363450422656,1.493084370826844,0.5400573161696934,1.324577843125161,1.506121563102834,0.8596437645683509,1.3950170402569972,1.3384427285807476,0.17044606270690818,2.2156338803631015,0.848153146361325,1.419950061990108,1.2029718314845064,1.903594840525415,1.786896920455194,2.254299917719012,2.3859078257973256,1.978782818067452,2.186259940130715,2.56379113367763,2.3474897494697067,2.8916895599334356,2.7466006003481866,2.9412623321008113,2.3652885096552474,2.1725451544240135,1.9520951665188797,1.073904908198125,3.2052811332513382,1.8657420772760407,2.1856790154964534,1.998318905964262,2.039516601658891,2.77518316597864,1.5317012457361086,1.957995760181423,2.729444323835754,2.787191330856346,1.7661502031345877,2.7348474140555687,2.076204212474395,1.6266076918059496,3.058839638809973,2.4651277556690596,1.5273315359191604,2.3938135950972925,2.9300786580735787,2.59109302687729,2.3041788866905017,1.958009825574706,2.806740489416881,1.6854103167755703,3.445312549895835,3.6406780314469604,3.445906510227728,3.4958653603963126,2.3643097386255896,3.1263692544539796,2.415178014295581,3.4680519844338207,3.1031027741367736,2.6353750753878544,2.5719267743262,2.323788579099492,3.164453625093446,2.7477130739738507,2.7104575546536074,3.157164544575149,3.8515435470897943,2.6266770146184535,3.2145880646154197,3.251389120326926,2.95652112632584,3.085295427936092,3.023420939625467,3.4435116696329975,2.5689370821151747,2.339831268164053,2.7579271415214333,2.118603983193001,0.8921416879067307,1.417013675890987,2.480455048700882,0.9791394020761041,0.834802547558074,2.318624893590484,2.2950061437125484,2.405914015426632,0.6069251736574787,1.6027326403204252,2.5985441514896044,1.325428620708245,1.7791145447928598,2.5656241472845203,1.4672229565517836,1.9557668063293587,1.462530378602575,0.9113209115756432,1.3085165137197479,1.8176199292087913,1.9510022079116298,2.3834985530557633,1.3788173169214746,2.3598587996152243,1.922530123865503,0.3911759383688737,1.6176331089493403,1.5623781548388906,1.3438409374495819,1.6337289986323322,1.6944981809599344,0.9905865908068318,2.7475466212943993,1.9416685499044233,0.6467636729406921,1.475393075438527,1.3749634573271066,1.851221244582279,1.4530843719412014,2.899032645130603,2.0440300163758054,0.9013759365141913,1.2012102364310469,2.3641234466646868,2.3955699101072487,1.123634875968855,1.7457038196236239,1.0799333904695112,1.6491682042537166,1.5362238198050349,1.4222561974183625,2.3167300564128173,0.9435146918840803,1.9334740528609435,2.066891950190703,1.816535192197158,2.1057593588022328,1.8585868195850823,2.2668227919729476,1.142598773601172,1.2072965300661258,2.228872988921494,2.5538274407441786,2.6157829235169205,1.6232695868193985,1.2861562028200546,0.8890085394075145,1.6519363316407802,1.6331999770995433,0.458142831662366,0.4989333553402072,1.1938714326988138,1.7302640280480626,1.4696299857904767,0.9594548218472262,2.1967109543339127,1.1577398881927878,1.4198049984153662,2.1283228959237923,1.9171620622097572,1.340039419793415,0.9160053593440755,1.8484313372049261,2.4015436784757074,2.8232645421864397,3.130845621726682,2.4769863951814663,2.144639888252882,1.7542042722346223,2.033524641946067,1.967613991183524,2.4888331853879166,2.8421727010239923,2.123347968145043,2.3757211259756152,1.9576669466890084,2.99822676530988,1.1136820136196006,1.6923486482001888,2.8351738741311983,1.927939555308235,2.041058254700212,2.424679638685452,1.0184727375260814,2.3703118132819423,1.565570937378585,2.703203196241747,2.3819181345612748,2.3968080840768473,1.9904611398165184,1.8624563642636598,2.173457507268538,2.270168417235938,2.0313972691413453,2.0238356328743383,2.91036160129652,1.714147823477981,3.082927521558115,1.782270065348026,1.091444075040077,2.3343539115441034,1.4630836571887722,1.908658140814849,1.011649865807607,1.781808825541392,1.554590086766204,1.4543411853233086,1.7298782533036334,2.4409341125860506,2.708523774634455,2.7499198623296337,2.7900030355591827,2.538039835909947,2.7432204895954637,2.0257511308077927,2.4524563014967637,3.160324370389891,2.9014910128416522,3.817053475284773,2.39856652398029,3.3244514173014967,3.1317471366969385,2.9281947951087783,2.932869465535708,2.5939512799714097,2.07831440161091,2.911176797024636,2.845396996034592,2.931159985149844,2.2575662347673364,3.232225678667219,3.062019946875779,2.476377217026385,2.062953585293401,1.751995690373738,2.7421905870800503,2.22450218067292,2.048811998345529,2.3368112399862397,2.761337876819278,2.340783167535097,1.895444030330232,3.2726244906717654,1.665288872868103,2.3944029191558,2.480052347151432,3.3693729399854484,2.5357410787790235,2.985782758058785,2.052875160933525,2.847523632518724,1.7872226233080448,1.5706488670863514,2.173561099482823,2.2569737229882594,2.583136870157978,2.4687163435391932,2.725833703108166,2.8299235339836173,2.972723361904951,1.9042947931652165,2.7711677477447036,2.149943806428812,2.6351583296219165,2.0202341542857467,2.6855342398937943,2.129464862892399,2.7312637283778214,2.423413971309766,2.2719159804977944,2.4000756219625745,1.7779894357586745,2.1969556849838994,-2.3295227974096524,-3.2044176412178254,-3.1823764444653326,-2.033105735931877,-2.7785586540039717,-2.162389145520703,-2.124127799298709,-1.7489857877272095,-2.5553094155480007,-2.2236845839581125,-1.788236895458,-2.1513973692673796,-1.9313311670394324,-3.3194361876822285,-3.1849228645007477,-2.1699318844071422,-3.3537914910861866,-3.207960045145312,-3.5342456998805485,-2.7860434461982386,-3.568380735307821,-2.170993709572614,-2.840851947707733,-2.3389068732247935,-1.60189500443874,-2.661822298035192,-3.621340263200532,-2.3023979779023143,-3.156552169135334,-2.837254996795376,-2.2447103847457917,-2.6944871691963046,-2.1020872909014643,-2.4992662574222066,-1.1548117518030203,-2.1756614615591165,-1.5180075122927648,-2.0827836823006356,-1.4795214681675237,-2.072466764443346,-2.390194154558131,-2.616323309638662,-0.9946483146733431,-2.4286552392621994,-2.2188734028918793,-1.397251732599825,-1.1761770485181606,-2.695976004227034,-2.1168659456368037,-1.609164934695829,-1.883393567621813,-1.434205678130372,-2.1570936937938647,-1.6173447151659828,-1.3951483267245064,-1.608229058261064,-1.6551063426895003,-2.0599333852594945,-0.9837650432118351,-2.8166344244838033,-2.52711701632463,-2.0510024337794666,-1.227313238317689,-1.9473060056473688,-1.887399793414878,-2.230098698797511,-1.3035433970016677,-1.1170154838189683,-2.2470080556125662,-2.1650687675186466,-2.2021842147112243,-2.15845867944612,-2.535622338512541,-2.2886737816193947,-1.6477648569800107,-2.3105149668070273,-2.195913410223598,-2.520902253097235,-2.394278812190178,-2.098878613054485,-2.573321068271451,-2.986395719700375,-2.4902550228091958,-2.0656742905461862,-3.814391823860414,-0.8717053649109638,-1.7372126362007376,-2.8677938821477085,-1.3625475907711722,-2.258094925354657,-2.5761176946286226,-3.3447716058413617,-1.5069217679013047,-1.0808445470116728,-1.0888550293387311,-2.400965285878847,-1.294145033816263,-1.6762348416743056,-1.76455747866519,-1.346771656149681,-3.5503297833357728,-2.6590435666339487,-2.9524252321727964,-2.3325234958035996,-1.3194677999225632,-0.5078761282986108,-2.6631523524753087,-2.93279142466009,-1.3185187753778078,-2.3660649817607067,-1.4628967429624653,-1.7972200919574077,-2.746656098113879,-1.7328949607745603,-2.1656618241113144,-1.6655726574512895,-1.9713849029261714,-1.8446767325100917,-1.793397252003958,-1.1975374591878087,-1.956043172149228,-1.1912598961798362,-1.638859226780578,-0.8187807639295387,-2.7621692867550927,-1.4519340343718081,-0.7096425074004086,-1.3706249751474269,-2.1640067883490453,-1.3545739051058447,-1.7908034691151873,-1.625741497247191,-2.311424318774682,-1.862325089294376,-1.7329322519506984,-1.2105080560625219,-1.7354966070520659,-0.8471695464798181,-0.9002911903574832,-1.8738916369280587,-1.875317456400215,-1.755704132579155,-2.278475845368351,-1.2761520494841805,-1.7855925082524018,-1.7611350434625928,-0.24865610233008864,-1.4468510932824996,-1.2915331081697417,-1.5058384588144478,-1.664017201277671,-1.2525388631475864,-0.6472344275411959,-1.3968716468949447,-1.808465292133463,-1.7801391186261015,-1.9719925242691814,-1.476357689353378,-2.0634690029690073,-1.8849266340254411,-2.1412962265921363,-1.29272897000772,-1.898337385591843,-1.145924157574132,-0.5876195360100342,-1.6546406446157307,-1.91748356222313,-2.363031786819533,-2.2668598325660105,-2.327532494184134,-2.066786706928349,-1.0735337035380788,-0.6968122382856214,-0.0977681476267483,-2.6035479235227665,-1.47546929012746,-2.2693855925135,-1.744734273048873,-2.28395587764542,-1.1804219551916664,-1.5862109156228545,-0.8562502631921506,-1.3061300237077296,-1.9349758057842266,-2.2867541712127593,-1.9946834954319663,-2.3012723840996494,-1.7736852051564178,-1.5954965882101633,-1.9425693140133593,-0.9748297374370228,-1.5329129091439877,-1.4344109079974643,-3.6962668961505556,-2.287064400141649,-1.4773564607366794,-1.9399968633836573,-1.1435752727739272,-1.4484455573165644,-2.427705981286612,-1.5408068951458982,-1.6659558535964127,-1.3043801388234022,-2.363568808356392,-1.5896310850395057,-1.2859627696270353,-1.9123859516230564,-1.2636117782231095,-1.366672389874644,-1.267004625567246,-1.3329113468550822,-2.065857534063569,-2.220976758430129,-2.330363761499668,-2.5493800949015273,-1.7136578259022324,-2.786390126357076,-1.118430397809063,-2.4242473965469467,-2.3379147887472267,-1.7490122799983059,-1.725634628568126,-1.3920273669303593,-1.1020809290188016,-1.4203219703428263,-0.9134987314805705,-1.9710946903169673,-1.479991391335192,-1.050472478747122,-2.5778246274900973,-2.4668125796081783,-2.6852788772599987,-2.6631055053394705,-3.2528982474354713,-2.890453449459367,-1.799572516077571,-2.0407310005809776,-1.1699332597414707,-1.551083446481686,-2.4229717502936388,-2.4756012599410306,-2.5707125457388935,-1.779231344338783,-1.9615142519507798,-1.7100923034771593,-1.7771530966092886,-1.2355901338237192,-1.6697754617147509,-2.3749126734465458,-1.1491663388130944,-1.3392661560875083,-0.6520732064216271,-2.2513360614240683,-1.4516280949760643,-2.2818810294121605,-1.8770665155508033,-0.6449969057426254,-1.074899829189426,-0.8740786617857726,-1.50215812881645,-1.258930391140336,-1.8263300381939012,-1.6881430460234663,-1.865648607918854,-0.8629646704003384,-2.809385161610392,-0.699038973017911,-2.3647635290540197,-1.3741326913746132,-1.268627451743427,-1.7380352820151452,-1.377682897813282,-1.8075714991621603,-1.1521505210402607,-1.4526600747894334,-0.633574683270865,-0.5771911484785813,-0.7897272150906784,-1.4097093686513376,-1.050296863532746,-1.887481824489944,-1.033242842579406,-0.6631876667606393,-0.4348681539294706,-0.7150383350989077,-1.128888235670175,-2.0650138310446664,-0.7985811433689818,-0.6327353496984115,-0.49029992319440696,-1.8264907486040818,-1.460153459608934,-1.4597973877966688,-0.4988007728227966,-0.9320377274269959,-0.9060623669004361,-0.5440448042960379,-0.7669301543300272,-1.4402714386845283,-2.5772418315726653,-1.9553155022196511,-0.8034957036016253,-0.43906904320759677,-1.4316537307571613,-2.0094956476128227,-0.8218459919409882,-1.1451316486616048,-2.0426589757083127,-1.859907444076863,-0.9689298035845659,-1.278585918622547,-0.9381013991081465,-2.889864375518931,-1.4195998428692183,-1.061909568088585,-2.5239030679374763,-1.1171974818246495,-2.020382798887786,-1.3600122761969065,-1.5845224507938476,-2.015375128742014,-1.9631488388951663,-1.3156848581393235,-1.8579187635754082,-1.3576967035648295,-1.4645318753714303,-1.1347505514396063,-1.5191723542072877,-2.0068993124019925,-1.668960454860265,-1.2368192123227368,-0.8869324128642059,-2.215213010355832,-2.4416550642886583,-0.9466113152677235,-2.0052947685684748,-1.1679045199065776,-0.5517344183720713,-1.3289626326705328,-0.8015689407149982,-1.1590197107060212,-1.8669840895863148,-2.6489913702963928,-2.21710147096522,-1.4940221970997374,-1.4956420097760372,-1.1184080193766075,-2.762574471211735,-1.3337311178048932,-0.4888070739133505,-2.456768530680824,-0.6795542281318374,-2.3060322131053357,-2.589641131476559,-2.5785324764527013,-1.690702606295534,-1.7926047798543199,-2.6633664391463974,-0.9211883135692439,-0.4318734663015952,-1.2806548918397318,-1.843172087498512,-0.8243841780849763,-1.3998297893390843,-0.7716833711567203,-2.5289898332910288,-1.500989929376971,-1.5148763039980164,-1.1308586568007373,-1.9687598244242686,-2.3921428779297313,-2.5880200387177728,-1.4144471478512037,-1.5890194096019719,-2.4142895805563325,-1.9973846771822752,-2.6194664583192666,-2.8584094347386393,-1.4085839365515838,-1.8604318321819797,-1.4591981623893615,-0.5908242474904887,-0.5123084219335868,-1.0916221187613762,-2.135582830908661,-2.3440278792158766,-1.216964571501786,-1.324191582539978,-0.6949401432712857,-0.5449341627391604,-1.1214102719679264,-0.7249939872093984,-1.9113802735867633,-1.2082780038761314,-0.27751926551522466,-0.7945823259953116,-1.545521276113804,-1.1076325526813475,-1.4368272893593297,-0.22033913345651085,-0.292630435478503,-0.42459402840941185,-1.5668372034258315,-2.051637768410422,-0.45009034702649087,-0.32779083895050576,-0.8010803695547847,0.18117974835380815,-0.23343139468696475,-0.6296067907730115,0.2107715104606308,-0.14759386908525,-0.3079819821944084,-0.2523340004823366,0.19770442383668327,-0.033103637313718855,-0.05039038110101935,0.3198220712798762,-0.07336819897048943,0.800382108474625,-0.154876544158757,0.590820774213786,0.23219611969962706,-0.3254667402751365,0.7039216580578114,-0.8885634456240551,-0.4279580599629385,-0.06109725789743518,-0.1312220739828426,-0.3153634764807643,-0.5882285198314723,-1.8279803201820453,0.13341746922832456,0.17859842407414275,-0.307456574706781,0.06429971564102002,-0.02585163090188781,0.571219820130501,-0.17053886342966237,-0.20061446922647663,0.1395168931004393,0.00764667547553128,-0.013338343413627085,0.14934737428091654,-0.6777463822662613,-0.7353432848935997,-0.3351372750950541,-0.9999458294305963,0.19497452764266357,-0.4970907422498412,-0.6321027153312399,-0.585153008791724,-1.8731922815077058,-1.2332313633256071,-0.8638294408552294,-0.5707695475412129,-1.4379322674536017,-0.442493724135674,-1.2770719080653918,-0.21474407430017678,0.624843018089129,-0.3272182024730909,0.3594318798274975,0.5986542537152051,0.9026981361996336,0.1324897048456008,0.25798515595389776,-0.1078631523241191,-0.6497578650256971,0.4547563359957878,-0.009902203268292182,-0.0056554559534081625,0.17076517361096014,0.5933627265910943,0.7580213801631188,1.4149553557047339,0.15710856402050236,0.3954767173425698,0.28946963104173273,-0.36008883245876216,-0.4875367009166142,0.5882637586176828,0.6176923700541984,-0.1683820270300585,0.15865200773623808,0.5705832198829685,-0.054497112400602656,-0.20060778703616985,0.3525122230058954,-0.6227572876628371,0.12697743609600157,0.38518916412212156,-0.49814280931402954,0.3070688190951442,-0.868507760508071,-1.230663760329575,0.4311170859267604,0.5703628636163904,0.9559287939428195,0.08269124654655068,-0.9622502767952206,-1.142220267621395,-0.3769202553704437,-1.9325632323344022,-0.02940959374262093,1.513208136367298,0.009079627375776878,0.7935945574036758,0.8141574876655782,-0.1321383097212734,-0.19079634196479153,0.4425319999560806,0.14646062644785018,1.3942617925255363,1.0746737794317942,0.6499402521028518,0.05772803342410438,-0.3325463466032265,0.7985330965405971,-0.6928514886598379,-0.5317350343580021,-1.7312713866169138,0.6413925214012738,-0.390225231954175,0.38521151522108366,-0.19105060959673714,-0.677057546899433,0.2311986637267563,0.587535361650356,0.8841129735693015,0.9622715519879427,-0.04941247452154508,1.2072589438687629,0.18574837021291288,-0.06985651218057277,0.5064832205648964,0.32423630650624946,-0.15522852835374282,0.3220506959140155,-0.38349020638278986,0.40809855057172634,-0.5561638912680238,-0.004351756408793761,-0.9570492521345336,-0.07791206377236347,-1.0145864489881142,-0.1393635298150417,-0.16863516776175785,-0.4220020650086842,-0.7303616439600045,0.016687613115190632,-0.5940501643262261,-0.020031493875209787,-3.1897261724662096,1.7648084209569161,-0.22449816197454017,1.50237358494086,-0.017648223158434298,0.9443069373220978,0.9376684208585765,1.4150829017524356,1.1782953843554733,0.6147377168336576,0.15164969620622837,0.9207577024675531,1.0777132485899983,1.4878705660486926,0.6320444081509549,0.7843157299381002,0.6612528834226227,1.4279515813839831,1.0677124705264633,0.39828841147350363,1.9674677784572858,0.652432689089898,1.7592801424216384,0.9361718678120453,1.0363456671200835,1.460623760807534,1.2456052185505861,1.0860550988638538,-0.1690199994209981,1.313798097450307,0.8473045015597321,0.8862149341511557,1.0111842304255805,0.9678288699603753,1.107261103257828,0.6210631379816652,0.9532661694001746,0.3743358750751144,0.7862126752298354,0.2572796744433741,-0.0697385528432845,0.07290525855559433,-0.19833112163382652,0.7174478368097653,-0.535611233210579,0.4496738150868439,0.8339276180904192,0.41337379944199076,0.7774464266472689,0.9774714136072062,0.40550501446439036,0.6729507235317957,1.0664105387562666,0.5175842672965223,1.0954704632603312,0.5928367411846541,0.6969131537100203,0.6682658946158709,1.5436199759845757,1.2434350323211505,1.7536476633585774,-0.10957763386263725,1.9188464511856889,1.8883163875297821,1.7060327732102962,0.9533834879624318,0.6383196294984176,2.014198590907853,2.0919392162203763,0.8448886536258002,1.4547548032204975,0.9335307521551806,0.1659989913019419,-0.09590335495276796,0.6991670443281784,0.7337104331689198,1.8885851379214833,1.408809369532955,-0.05518958974983437,1.3581885647036065,0.3425006997186913,1.0521134578810927,-0.05744009203191523,1.0708262289835915,0.5551034528338561,0.893209337194076,0.7569687614916139,1.9711610387632377,0.9728609481017094,1.2291460120667914,1.2598191550844797,1.665836041619714,-0.3312716892656653,1.6989520644218492,1.3833438278429206,0.22588394876976264,0.9659322258381086,1.784974209329458,0.5814413937888198,1.5313081172207066,1.8490356573233595,1.9320923940721066,0.6940078961477896,0.7058062726949563,0.9953137795041029,1.2563771212014536,0.8461414369488961,1.2459648665312641,1.0744201959931732,-0.15988292185520556,0.9838291309519867,0.7887615850424475,1.3636613509514854,1.2340378685795497,1.3620445677302278,0.4082830922275076,1.738468977122798,1.6358515837874361,1.4793340413057512,1.382320437348316,1.6315069576624384,1.8814762540387562,2.73660207483186,1.3551525570386895,1.6031756275218871,2.4494707225695596,0.9865498561519626,1.7832946747139717,2.0379484159612944,0.7317803803529191,0.593295013026279,2.530337644685382,1.8431232381451235,2.0018963345820433,1.1946449142410867,1.6314814305355918,1.4278072057750375,2.9722953406948736,1.326676227156887,1.9328087941503274,1.1093782231061773,2.024264228211425,1.0987192905048235,1.9668831151923174,1.9195020324957806,1.2263853806676044,1.253201535839156,1.329063613023476,0.87118845814045,1.4206506432980102,0.06378357724814396,-2.5341729175335894,1.100758955566668,0.6686993174721279,0.651673528460837,1.015777878727668,1.4647281557511636,1.7952256609979005,1.2669537355979887,1.1742548227697458,1.7224656794296325,0.9679911830046318,0.7347192952946326,1.1986291816668482,1.8600166910790359,0.4103726848417429,1.07725283462461,-0.02422374941783454,1.0430761294364457,0.756221294710474,0.7951712997176174,1.053098149205406,0.8204779936102269,0.3134312012221143,-0.21415242994739844,0.7583065293996064,0.9077153172046385,0.7930134671885547,1.0143117804779227,0.9288997937732755,0.9547007776470937,1.2389848271732578,1.1677154845334077,0.004196006797966918,1.8747161827930259,0.6980415655336837,1.5858241981161474,1.1197174104942509,1.336358684120635,0.7829433577996718,0.640685506180464,0.3053684796397414,0.2346487271972676,1.3083245952822118,1.3488440752378166,1.4546959089536262,1.7502798419592287,1.4880725018043994,1.4503948475361752,0.2895663494445665,1.3894179564613858,1.6854142876267342,0.826010522342979,1.0921850634356325,1.4646086372115565,1.3468434577762525,0.7229968433904003,0.5927922527450987,1.6164817574665131,1.6843938371429137,1.6943366610535664,0.8366938761248686,1.484345247992576,1.3950895394967504,1.2192609310166396,0.5293244490587804,1.4062465456385715,1.1261617619930189,0.40934963580630107,1.5125172265146904,2.56865430279397,2.4866016569505414,0.682897629324942,1.9778099392669195,1.6655765234747002,1.017755618584499,1.4022801289718194,1.8013397134686389,1.5540579048150933,1.359319627895766,1.7823330053956163,1.2729309397165656,0.4040574372584969,1.90980320951687,1.262768701725888,-0.06985496269788753,0.7653040317969312,1.4309529206975606,0.317988588480285,1.5462791687955169,1.0400662220266141,1.15247431340621,1.3819757806991617,0.7743101176699813,0.8320589206387863,1.271361772454116,1.2914567273286943,2.1816044304648923,0.9609196752417136,2.0841776495341517,-0.28800427614674184,2.5012984141236108,1.0444170273014306,1.3143256690491323,0.7509164768183264,1.4861493006917297,2.0502858106321358,3.697258854926978,3.30258764170143,2.1698482525570246,1.98146586975519,2.1305020066995457,1.8165699277009297,2.71777799162795,1.560610693307778,3.179268052967275,3.207839593840489,1.7597735213733594,3.3804184683218517,0.8179422531042743,2.6211954813639906,2.411788812497205,2.8769262289480966,1.6569174110820397,2.201059793420745,2.41254898266393,2.290236862710901,3.3627030918775604,1.7032642211299684,1.2145781493078416,1.7473222053916275,2.4612408256959224,3.2240628092264245,1.6949711693254097,2.069267968603712,2.2886120877846254,1.9765479568310136,2.125958548768845,2.8079850438582508,2.0864254778977203,1.5439511914356407,2.223825796744747,2.820800389197498,2.2785134957451287,2.49800661731236,1.6945741439488413,2.697136574386158,3.6475909775089086,2.823924012920521,3.287279544003548,3.008236396964826,2.19028673698316,3.0597606039793397,2.8610245400152694,3.7774555391294196,2.3036997860843544,2.422906273688432,3.1895723568638163,3.9429145845510694,2.6991289696768694,2.6136098198033335,3.5174249321400697,2.5457642811160657,2.9229881854497837,2.358940847742478,2.6704430611342946,2.4520613493425767,3.2372696453768137,1.8901679416336605,2.0610451198468316,3.3115817467492166,3.1156571339575643,3.442437400711984,2.570618012176831,3.0901562411417483,3.6915775282570396,3.3718038226677316,-1.7034960337754972,2.320014063812571,1.3908278551041995,1.815446759786207,1.9378761281027177,2.0763714786866743,-0.15171843172985316,1.1944023413052327,2.041709079717011,0.880046237569682,1.2531534656166532,2.8821348666993445,1.0127402319767722,2.039265845585451,0.4184641669299708,1.9000580812378225,0.5889071659164192,2.1003350124660773,1.781385788394867,1.7007276430857567,2.6371133686096573,1.7743646474613808,2.1853003339794275,1.6835048542551145,1.0309243886329755,2.3503626835582843,1.0437785948940563,1.4724215302231833,1.5992345135504864,2.1602003447644433,1.4785873320413443,1.1536159546097464,1.0735855238271697,2.1830083502195645,1.6245522719833498,1.6834045392807797,2.179524551111344,2.085606934731349,0.6375868876597992,1.3858770975980301,3.0168864231301327,1.9141882913895325,1.5479987631118037,2.234118059240334,1.8660765723995356,1.7271251900105902,1.884196177905786,2.5807394912240214,2.2565178522184803,1.4312656781796569,1.80458238515449,2.4374796347711944,1.5629659411118684,2.2656389004250785,0.9166285312496599,1.3372530459951824,1.5920578743205733,2.398819035787098,2.3699311898220383,1.6597815495307742,1.2079619861660789,1.1638016212872209,1.5468797316903813,1.3155425575209678,0.6811065065462166,0.22964791425645636,1.637457265021826,0.6989270532416466,1.1650485883361927,0.32031035606445224,1.3581727557745984,2.1455767383239115,1.3307117703381581,0.7811657973342595,1.5545808568786776,1.4665523938240996,1.3339601764249995,1.9370877289418265,2.356803788148102,1.8144848018596458,2.2825390184074785,3.118647900778461,2.6636631302646894,1.183754023481396,2.029946488939954,2.148775336898012,2.519440512071902,1.756633289358082,2.386762213098063,2.5828766915702386,2.7673017914123745,2.345470620042582,1.9389002479001132,2.943647860836458,1.5471442612663688,1.7060826251747483,2.15791423658263,2.064992811107709,2.2479826292011618,2.952282049580704,3.3277415286430463,0.5687331533026736,1.9911505111066878,2.5605276403481456,2.2987970809862954,2.2497465609052676,2.4112020728699264,1.6382852983172274,1.474226219261381,2.584527139155115,0.8479502586843742,2.516636088487634,2.289746081479984,2.634719263144493,2.6220100917841824,2.1922705769124486,2.3114227807647754,1.5305287666028877,2.050786480696436,0.6947555800992832,1.7069770798032793,1.5441481258858807,1.0208193561304142,2.409086222509891,2.7394586641148937,3.29208724978887,2.018167096002655,3.046525406195747,3.1386165480444217,2.6466785982003853,2.4484726689453127,2.1611666249611035,2.5399431222196824,2.2161777901021416,2.268485230488327,2.375333576065056,2.744583067380051,2.9612699372084004,2.6289168643140424,2.234157520994802,3.1384078159953863,3.3010293062322464,1.9060803105211623,2.9570491069330003,3.8497925516376186,3.7772308302518236,2.251140431757067,3.312165629338085,2.8700083732317556,2.6365861876573855,2.581162360516917,1.8556067804890954,2.955460013403002,2.2497244497074047,1.9200035016809156,3.4282355263032094,2.8651141556211943,1.8387421468308385,1.9501951061703229,3.5389800131215576,2.4640050787059073,3.7110274523939277,3.168642354338731,2.5020858544229023,2.736797036099124,2.597687479181443,1.9035807480679543,3.4788867333780966,2.258641944288701,3.370237288993868,3.1946825922825384,2.7279219168671935,3.093053526066996,3.0288506528375496,3.152160744239924,1.7807240281543195,1.649674768458549,2.2592771167117394,1.3465327532061235,3.0458263205855682,3.1888371075639896,2.235271497518474,1.684105029847033,2.335154375257997,2.106230130504984,1.9268389824846832,1.78985495433021,1.6663663981073584,1.2512744393246764,2.501073499330245,2.5666275655434436,1.408436824060599,2.2722421730190936,3.3265713068049023,1.9671258111674892,4.0023675651794814,2.8326579863782535,1.3567795866307213,2.3966626007872893,2.145470313533607,1.9960832744404269,2.205105325989875,1.1396132236151906,-2.744808889261722,-2.8504178009050394,-3.1675845661881525,-2.7642279305907427,-1.608724207420215,-1.630211911948373,-3.1613177211570545,-1.9757270862282716,-1.5905807361796276,-2.3323865118480485,-3.8034417400535285,-2.025502165227484,-2.348952346869013,-2.3420623168751153,-2.1647194802895013,-2.4583988585750527,-2.9926403063079943,-2.792508534563927,-2.6854695143339242,-2.8962219957681854,-2.104385183248248,-2.741654626635438,-1.279768804393123,-2.8624833902494573,-3.388276400691592,-3.060444343454292,-1.5537248484930894,-1.6488247360180563,-2.2604424256152056,-1.6768156079777763,-2.5630701355067957,-0.7448701235053361,-2.0207623647070587,-2.332400427955765,-1.1283583940500366,-1.1956983309655675,-1.9886270197938531,-2.8752967909958977,-2.8110133088092555,-3.0193902309120073,-1.4989193709704027,-2.314533755556413,-1.5716755660258606,-4.157311134105332,-2.228903418264708,-1.4113040342453864,-1.8559501414380661,-1.1133847112753885,-1.9192090964036241,-1.6568654669309166,-2.036969475694823,-1.8685154836901976,-1.634403800174995,-1.8022860734370125,-2.774010605393269,-1.2515974998753172,-1.7073821736825006,-1.143847610079338,-0.7108046946839276,-2.6263858262437827,-2.072277046928844,-2.0870321841927417,-2.1888872161594604,-1.5933258457284423,-2.1824462410923164,-2.083541370451556,-1.4760368142286644,-1.697246691961023,-2.0508987200829942,-2.2838387032240983,-2.719815196383374,-1.920906467675472,-2.314171730263905,-1.6308430692412414,-2.2409277962417318,-2.151304259637826,-3.5545278713644834,-2.4106668824132886,-1.7058393137226535,-1.2540607795593455,-1.6079497603335386,-0.8218042753322141,-2.541581457895817,-1.478140733098963,-2.514097813185666,-1.5474636146398542,-0.9409726534993297,-2.2366663766943704,-2.354104138675226,-1.5208211370170979,-1.4416070120312214,-1.472950487295274,-1.381587138295941,-2.2960954599186496,-2.4097536833331894,-2.3854039397882922,-3.177559601745866,-1.901721096833201,-3.1395640296930045,-1.660080477142514,-1.4553035206658358,-1.066843268301003,-3.0816722740276523,-1.7978169913153133,-1.8057255415388234,-1.7453106500644753,-1.9536913228781294,-1.620263116307539,-1.7301908452127062,-2.707100827634121,-1.515426219029658,-1.3974338776998847,-1.4184193508204899,-1.5264253206888212,-2.7367024173956596,-1.4082552132806092,-1.2751268611783573,-0.8782209201695219,-0.7706860540085484,-0.5845260617242167,-1.1964087920289408,-1.2664138530551718,-1.3261599880530766,-0.7407468742914058,-1.391692986664612,-2.2572610509678723,-2.113628099281397,-1.9467739299209657,-1.0914205196580313,-2.1130145417965647,-1.0952921179412918,-1.189097598207595,-1.470806228379549,-2.492366741109329,-1.8672373111694935,-0.9485463914841117,-1.5882799466182196,-1.996216475472307,-1.3743464991085546,-1.9413103555874296,-0.7909100039379855,-1.5672311641512513,-1.6956372831537059,-1.098532044203522,-1.5268367839903085,-1.1067745942416873,-1.9789323217495018,-1.683651384564589,-1.4782844227610556,-1.1413964964252588,-1.85777310316054,-1.96579884067721,-1.5366250033939617,-2.31733837415461,-1.9368112557544808,-2.684957018277705,-1.54355366735786,-2.3050564244836202,-1.7555327932647087,-3.026099471399138,-1.5839051397259614,-1.5368080682847816,-1.1659278549248304,-1.5249053324851911,-1.2885885590839474,-0.7757556511224695,-1.422607319012039,-1.3445078301363296,-1.90836155638591,-1.849214452827113,-2.023508522436784,-0.6973277118111108,-3.0697271628652567,-1.323913947079985,-2.222990002849216,-1.6881973658802514,-1.2950897414369495,-0.5919512269220447,-1.6010933650586905,-1.322675112452143,-1.704820656889305,-2.4167957401594626,-0.5326286083771823,-2.6671521263393183,-2.0460772519210435,-2.451049863516187,-1.018580004703965,-2.162892057423298,-0.830155826077841,-0.9502226571809034,-1.3770262699151086,-1.2827668963493537,-1.677874559715376,-1.1448285034068104,-2.0030594122236027,-1.814212105796955,-0.9741431318962522,-1.6712933172383078,-3.179859876464602,-1.2096375192384272,-2.544487969932809,-1.3780300010680744,-3.309094701916373,-1.4179462897148305,-3.2388394712461337,-2.1020081686532888,-1.2771758672302707,-2.2601388505769613,-2.1508940999090673,-2.2577942551577053,-1.0254051900589283,-1.1880394183174163,-2.2680713970414366,-0.946491687400865,-1.3345163715297166,-2.539554572532256,-3.0247573298811816,-1.9186560938527006,-2.877210332945928,-1.2257309138480623,-1.854897165303904,-1.715126374154932,-1.574424267639163,-2.7658790173968324,-2.532543232867005,-1.9135662177704067,-3.1319736830488374,-2.199704330374529,-1.7526630290485437,-1.548732763967925,-2.47753333714055,-2.2941288360983396,-2.179342237836602,-2.350668277979125,-1.0895921727792373,-1.5178420601978933,-0.9284742864723401,-1.6142620525100266,-1.3127866011597658,-1.5530920689082561,-1.9834024767969896,-1.2349781296345828,-2.4948286574820635,-1.861087117793257,-2.894812162193478,-2.3370034489715246,-1.1487979330790685,-2.7201516135245525,-1.3064199465978437,-1.0758250601939565,-1.6306330088595984,-1.5906802787351226,-0.9913371674047794,-1.9181210958080979,-0.9101447124757622,-1.5583070067368239,-2.0335262062351487,-0.9219110923533246,-1.1580011659961564,-2.574092056280586,-1.9282033831167076,-2.0084688662964365,-1.9783124223149797,-1.148296236205174,-1.7961897682084327,-0.35478258882194846,-1.0550326081478683,-0.8188934454307171,-0.45088634490774887,-1.2387252719396913,-0.7331913585148483,-1.4538279410244566,-0.14971049134596875,-0.6813250594749928,-0.8658605270845898,-1.0568274295739932,0.020829239491212886,-0.3409551886163963,-0.2600308065590922,-2.189935111306638,-0.5435041560430345,-0.27552287819048976,-0.14589828210713807,-1.8168510229893344,-1.0144136583911068,-0.8940108943061552,-1.0249547471007154,-1.2376335649517152,-1.3061851010135235,-2.0288339434613736,-2.0260666217620167,-1.9781939821514787,-2.5931983878761566,-0.7086708907306922,-1.2898467709794261,-1.2116596045557133,-1.9672974112368655,-2.3589668333114253,-1.4274939917837932,-1.151366087855235,-2.0510350505159742,-1.5402242176987675,-1.9221502905096122,-1.5206401024882492,-1.094309601372735,-1.9484239982081764,-1.3449814968981797,-1.9169669227255504,-2.316006793980207,-1.5198348946893938,-2.4737478949975342,-2.156373043369425,-1.950572469195262,-0.3701778570388756,-1.1002072053071466,-2.191382472537568,-2.479937774664829,-1.067202795591217,-2.018826358260256,-1.0849998669050316,-1.9020154438926082,-1.3205848916014336,-0.9031965891603144,-2.1216092211702122,-1.5495441150762082,-1.1636600104997874,-2.0228590993778943,-1.58614927155506,-0.47524583105168344,-2.2250408676578073,-1.6917398658527727,-1.300682815806504,-2.064124530574072,-0.6031414859921916,-1.405614899575991,-2.0065413871241806,-1.5390203385295378,-1.6135245075693625,-2.329670691770742,-1.3777914979415387,-1.245264595435053,-1.2831478632714626,-1.3969523191807531,-0.816891385231179,-1.6638926083525716,-0.7078672568589777,-1.047233055362434,-0.8089926071702367,-0.9477891385526322,-2.1643121157199863,-0.9178000068254253,-1.9829467609799825,-2.126981454903769,-1.6511626245924282,-1.6684984429256084,-1.409423925677017,-1.877398118369831,-2.1933210053003656,-2.315143034792227,-0.9242502051517759,-2.162773744071873,-1.326542099667482,-2.2083987541774834,-1.2049618608611152,-2.148756335435996,-1.9235950189453643,-1.4127262727368657,-1.3460626856132911,-1.455722035090661,-1.4948362736995184,-1.4518252798959899,-2.3649862273619497,-2.3703637945747325,-1.4352860324698358,-1.4664867890550404,-1.1638571695445195,-1.1237615583017029,-0.408477106413586,-1.4662325803391354,-1.9638531701489546,-1.0598215099267914,-1.3848207567437802,-1.9509821458481047,-2.161888156575188,-0.9862247311551167,-1.128789437493523,-0.8663460721050432,-0.17394503363405972,-1.0141946171105591,-1.6105243900234754,-0.21498923583106422,-0.739852280731454,-1.0340488368706862,-1.377942306929282,-1.1548210657114681,-0.5638938984849031,-0.5876375456377166,-1.4472616121971469,-0.2962126992931283,-0.6942858756505161,-0.25842286715737117,-0.1651224048959224,-0.7204786196504965,-0.802620137688249,0.3293592924196985,-0.1024303297301386,-0.15187713423370136,-0.05735145027363934,-0.20727567522016757,0.21615252230652818,0.2935584972468962,0.15580058015338186,0.8887936915593595,0.464297594226184,-0.3448065894090227,-0.08271203263834967,0.09101146146906822,-0.8835376215323106,-0.1681655790800118,-0.10186181531811946,0.16660709239836147,0.2257313161338508,0.39394950079295477,0.37747365442545144,0.026971989558970778,-1.407388233625282,-1.1376098288465033,-0.1597929827187901,-1.1151533471433914,-0.051903030292543145,0.5185061228826333,0.5361509866739332,1.0803171056865597,-0.06985380829756703,0.28539933658029026,-0.49686789509253754,0.4592094348455044,-0.14629498501839214,-0.5779419623384847,-0.609764980588087,-1.1989490155042541,-0.773917531071784,-2.193009249765427,-1.4979731650270225,-0.6145271004509117,0.08195421743866799,-0.6128507990873475,-1.284895201370509,0.7506851138925805,0.39501850573269737,0.2827478799496031,0.402108264441598,0.32747823506530166,0.5565683220576509,-0.03276623609284931,0.9432642289519193,-0.6395760841703886,0.5120792072169456,0.5013470823558879,0.9040596958363922,-0.35852757341204083,0.048246945793644226,-0.19826091422246095,0.9962232008125366,-0.23295231822826834,0.04068430523391699,0.022086740458108607,0.35574864639957116,-0.3193799530475923,0.5804620976512349,0.3648727696602725,0.27585880375713256,-0.0359321793183731,-0.7563663354864494,-0.4470971177777958,-0.30356095337450567,0.7241995761828445,-0.7889436406711808,0.6940210546580547,0.6131137366291475,-0.3871714355552703,-0.7479906161812863,-0.005441781576435104,-0.8026734960552299,-0.6131417563700962,1.320924866199276,-0.3340254999099258,-0.9897122902521028,-0.07185348822445123,-1.2746690234696296,1.6356159323185895,0.3359021391799616,0.7221397292647385,0.8847701134848033,1.002154208080292,0.4287678100626781,-0.0555846065451736,0.09872609340516991,1.3822465542217548,0.48434769941580197,0.80100952599731,1.6287602451838181,-0.6389898439881835,1.5588240458718692,0.7609468404838065,0.3297964992648913,0.166207679785108,0.07561506121086796,0.30049859998984396,-0.04553954138798964,0.2956251542835351,1.492138526202098,0.25597463021813577,-0.3075305670144287,-3.396509560360328,0.18320021879257184,-0.058732473390926215,0.4893222004166785,0.6870866464623402,0.5480153035380354,0.31542236801562523,0.2094607307527639,1.0002402415071372,-0.23801695143832297,0.12071582776736138,0.5278458250081807,0.3760654083036714,0.7156229468577207,0.4679240304213879,0.46319547807785305,0.4942270894889025,0.12580896720011114,0.03795835647131373,0.21659883175910283,0.4455045729414587,0.04079514669775484,-0.7334066060952675,-0.12597136298827633,0.2105343278724529,0.769280557083595,-0.24616657526471042,1.979410219262895,0.9665971541536782,0.22790173507407585,0.6552636013881108,1.5086373283738423,0.5705632105387489,1.0207563204668446,0.5038792142155251,1.128782320752378,0.8629602528085429,0.048097184580588974,0.6483981037265991,1.208271110313588,1.3971891106235417,0.25513841013917,2.1517834064035037,0.9839914042694393,1.071295314523515,-0.2306624684344793,0.48441328737241635,1.2563424393183997,1.5148563084782922,0.8990912794099976,0.2359009131121327,-0.13590807386901935,1.5345154615971226,-0.19634011478147798,1.4385196892778558,0.12457843238893171,0.5389096334463734,0.9449814676596927,0.29418140589187763,0.5112938280592473,1.4669188842917757,1.6406058497408522,0.41687766984373326,0.3829492452533543,0.10942688237203405,-0.020640121427492053,0.7464692159989991,-0.2869338091005056,0.4340075193922264,1.013091453719287,0.9598962242347047,-0.2982150725425727,-0.09675446625058039,0.2764289086286341,0.9995602974363473,0.924045337466249,0.24892721150741937,0.32050095849927945,0.7488419752696739,0.7550321083694586,0.5742626292892093,0.9283414042394205,0.21182368350498645,0.9116771391464406,1.3081117671923832,1.1653092718616096,1.9881798371346515,0.19013720644309448,2.060382172467903,1.8068567451042834,1.3838600630881706,1.2807091632762493,0.8283475177059115,1.2438292288034527,0.740958157173582,1.5131159245970578,1.555978208172777,0.21136878966534622,0.16557718697231397,0.3507596323503046,0.1908111648001743,0.583906499250819,1.747320807100975,-0.16922641638883754,1.4329280082735751,-0.22699213769068854,-0.12459663415304706,1.6196008867905436,0.2734742214458988,0.5478464748327159,1.576759880596417,0.10138365775523432,0.9240634856304442,2.1216586282808225,1.096639112059036,1.231002048751334,0.8776690571863408,-0.4889724386013416,1.362445696120069,0.7330939788196624,-0.054325561329666816,-0.10495238097918837,0.8333376847661942,0.8494970138680186,2.2599751608925205,2.1670880942926334,1.4570482392119781,2.304162489345482,0.9379520291697415,0.5543913037953891,1.1150395734800436,1.3417584142232621,0.17050647447019024,1.2308887259144494,1.7660242912739474,1.1346733841845156,1.4297277043552998,0.9305196521139725,0.5384941122879133,1.193729165474916,0.9620165330964272,1.4170777405606434,0.884482581914257,1.6583127302037506,1.4983251807848124,0.9820530199525251,2.2326397985115647,2.620881573661151,1.395249731300115,1.8191301256912042,1.962522169581334,1.0430198120076177,1.9354321447053748,2.2109562417348023,1.1844097343111473,2.059099082868019,2.1139867941731723,2.1405560256680682,0.7212769945123952,0.9932680640869168,2.4006101817397667,1.691316127965157,2.352494489421167,0.7987911023953639,1.2366780936160955,0.765205675918094,0.9545292991658947,2.8403581140904937,2.8912627388932615,1.8167487805637008,0.5968777167993571,1.022543801378973,0.6128951102451664,0.44941143820467566,1.087001643785738,1.3277326340028892,1.0860942077727145,1.4803144839667937,0.24001129614043487,-1.9365469456007034,0.2711185419969128,1.3574000313517685,0.6330278559971443,1.1973482809910394,1.710634199231721,1.861400823966014,0.6768941498633528,2.4430189177532498,1.4209647355861235,1.3337616976533486,0.9018324813134826,1.4445458497625754,2.225451644498952,-0.02417178806292972,0.14399750033883452,-0.15521769090958523,1.407680481937777,0.05608665327912668,1.6425260427166912,0.7233394558556779,1.175761002914266,0.9852049765121824,0.4880753289493568,0.7420231524193533,1.2825652893897992,0.4041109125303195,0.49046283641922994,1.2890635441581775,1.79063193320067,0.8852217460307554,0.9900578651237769,0.9410996636267287,1.1484866733071517,0.9372079641951453,0.06020475893009323,0.35668105080475393,2.1564665156439853,-0.3783197735791343,1.4484127713380979,0.7440686499367423,0.8253496669797461,1.0447504273284478,1.1150558679634697,1.190756763483763,0.7118023007937428,1.6505986718710406,1.474910769293327,2.0314669781222046,2.440292189705663,0.8720725066576219,2.1331373124394792,2.1457219520939192,1.1881447471852136,1.9467504262278035,1.3951375578116518,1.500523999873777,2.1708841246750823,0.7361577489728617,1.3156697867181038,0.1083590357713389,1.6975830236024554,1.2163146062081724,1.5078785061975817,0.6571623396775498,0.3380636912577835,1.1468502254085893,0.27556011720243506,1.2635556538690522,1.9739787244254146,0.918789419280628,0.8413374012984923,1.3928502835053405,1.6203151326234055,1.0739411543798887,0.37851222327684914,2.071218750439941,0.9639216206718921,0.5757690176542029,1.7781955296901293,0.7614160904416114,0.9771421166273632,0.6774339182526216,1.2606679193947774,1.4665002807205083,0.7582306357009824,2.108695761620894,1.93958093116455,1.601950115398803,0.7071360181445966,0.8618397673009826,1.8693362599833603,2.0081781328504626,-2.3329626659838247,0.5563191588127802,1.6227099354258088,1.3678133755115514,2.6667383737259294,1.660317729262074,2.28607758742052,2.255647373997039,2.6354488796074835,3.0117565218107134,1.0489411920793883,2.8409061384855323,2.488153571941381,2.524821970178876,2.1751466998752496,2.5103732176351636,2.8108891018238973,2.5565878110139226,2.287970275675694,2.8764666424452563,2.0743375828235293,2.5027109770196274,2.5040834196205877,1.2403753409014917,2.439928734473602,1.8558707122746845,2.997231537122554,2.1143659493619116,1.7030270800420657,2.438694440665311,2.510893682849443,2.0523737638751585,1.9014093870406192,2.6259505496058777,2.9281033190350536,1.2421767550201372,2.1500269056265484,1.489457936646529,2.6135690730506713,2.1189538046874934,2.4032219617330535,2.3648632716985527,2.3561087131321905,2.029203761733658,3.0950511638140514,1.5960605001846724,2.8014229165852376,1.7568237705218528,2.0153773167060596,3.3443103684556252,2.5367157404139316,2.9114474417563168,1.9905366598352505,2.9390139488537055,1.8490151739005143,2.663080615884875,3.0609969646093553,-1.9694903392800223,2.9285407370364966,2.838674295494182,3.1795210488656216,3.6942010342264817,3.205188100276378,2.440247547131842,3.5174976952398005,2.223604311052648,3.4008396662213536,2.46936556693778,2.4254705877377596,4.054624098004259,3.5129619895772173,3.516416712286425,3.7100724238298857,2.867707638891746,3.476799347526284,2.745699036664079,-2.904061170995206,1.6897054501933308,0.5006471047788797,2.2524215918809767,2.004712181198575,2.333431103470459,0.9860030176289489,0.8905628758910199,1.9842017278873634,1.5103926524602191,1.4596060486000852,1.5666614589416625,0.5809485098519754,2.3939108010346946,0.9320868517987978,2.002998287767442,2.831993932522811,1.8473174415907496,1.8508160505087345,2.308456585387161,1.7956368905708129,2.1058223122319477,1.8018321010762004,1.8024665532678608,1.6045209337913011,1.2521855087147302,1.0720810463640251,1.2307054819097167,2.4226959711669536,1.723232532239533,1.2532389740683434,2.4852986838904325,1.9422711259044094,2.0129297381360547,1.133463182929901,1.6711695850462922,1.9717733938105773,1.7792051953515207,1.839341425619167,1.0531772761861133,1.3939734167924767,2.0706792285173123,0.9718776862204899,1.6592820711652725,1.5381403342741773,2.147371657827901,1.5555546569897274,1.9938761162399443,1.1814429404013762,1.9061728153851338,2.394159133174938,0.8697682992257365,0.9932112068876693,1.9472493036246892,2.6930558607970223,1.4405050341098224,1.9122429993307986,1.994644037686794,1.6737914218767143,0.8755275062288718,1.2827457458314058,1.7366398515925103,2.0553479591588344,2.014451931895982,1.1462772198545388,0.39022067173760144,1.471201761591013,1.4826460053253379,0.5007729807682133,1.1435909880402235,0.2564918604597659,0.8790527261843363,1.717998033530522,2.1193471151113266,0.3816570906968026,0.4205962496784972,0.7802083090205724,1.2114175916867536,1.333528193085604,1.7369251196481401,1.5623027804974416,1.3295941729623442,2.065724791935873,2.6077180787181486,1.9008182896589532,2.9142220364086313,2.5771236529149366,2.1249499709997615,2.0515994954400014,1.8384105538977522,1.1278675301242587,1.9209398434340685,1.9472807851459035,1.5234082425674897,2.116916753086378,1.6911869838016134,1.617960498205114,2.1602927513118693,2.150587649519034,2.767451406799204,0.2627101229690465,1.5544222752539194,2.5061004833490435,2.7251378481534494,0.9619859308197772,2.927764710814415,2.199380867875283,1.5105254261497254,2.714274445926038,2.912040669887518,1.963041603316067,2.226221331838333,2.4112255361082147,2.8804076101089855,2.1834180701646213,3.2907933566975696,2.6909820610823796,2.5070836290881253,1.26918535650866,1.8143701845135074,3.1822809110404986,2.4923276155517877,1.8991314032619826,1.2297613847636155,1.7287440981031459,2.0427348181770975,2.4125387892359407,3.317268573075392,3.5823680622366814,3.3004302188709516,2.7271513578524735,2.869154332647844,2.819956501154769,2.3271401348288476,2.848470830443591,1.987646547422221,2.974277967446671,2.315196359849713,2.7920243064716317,3.0027289548453533,3.3005292617079807,3.4116101109947237,2.612648105530083,2.9134453348168283,3.248187147400859,3.2197915915594697,3.00825996511795,2.0233097423113415,2.9841818289401574,3.498737935631548,2.4012577315323624,2.8327966230842603,2.5262351543758563,3.296585236794537,3.0044739210925218,2.702093491809928,2.7608224161401997,3.0657334992027274,2.642425468582891,3.2914508753980685,2.576647889753542,2.408300991631077,2.82957178587902,1.7619553820085891,3.210382935377049,3.7071074264276103,2.14420085665027,3.243719193609819,3.1263798002010983,2.1844481085304186,1.870430632414769,2.536470166662609,1.6330282111186663,2.0785786712151544,2.2038923412207163,1.7215963511511425,2.957898659521596,2.2634014763464783,2.054312879763287,3.194128231176992,2.70029919663349,2.1722211036858163,2.9543320719023347,1.8773838505446425,2.9064155270717174,2.185008529569213,2.44108801469849,2.645988139262116,1.711780334169895,2.479813707199738,2.481028986478636,1.4569422079082475,-2.5173011546275177,-2.8567054720356047,-3.0665621257724984,-2.29805086919552,-2.4907897144347344,-2.8490950087523768,-2.4274452197893908,-1.8341534274695417,-2.0811925817311177,-3.2353062331523574,-2.045372936036414,-2.7627327862333724,-3.1477192236981106,-3.2378551234950987,-1.9760343617079839,-2.5141100769112894,-2.1955842142411166,-3.3369910138650725,-2.776206628853611,-1.886732778557536,-2.7765735809225753,-2.3515564412704237,-1.6086376756097056,-2.227185665785913,-3.333253163557133,-2.193561204961882,-1.9602518342314692,-2.167587567813984,-2.1794664933592554,-2.2935279925295764,-2.674351310076654,-1.7343267243220861,-2.5373872873082397,-1.1138097226818295,-1.8583867673077796,-3.8392048925394784,-1.5761608271847316,-1.8277286205113048,-2.1783557135394225,-2.687450652907855,-2.3526461651106643,-2.4148618225181275,-1.654295369402797,-1.991139226874679,-2.110750599222657,-1.4351075160577194,-1.9437050656261665,-1.6378260958252302,-2.3628545306780784,-1.9506183076451988,-2.0977073483776385,-2.0248985769518235,-1.0992351353208216,-1.6312299050430767,-1.6815896031180153,-1.8192427243823293,-1.0905160381763928,-1.1346066639112522,-2.325711018936822,-2.0090705575908268,-2.3354527311282567,-1.637923995664729,-1.1482060142265957,-1.2575695107211282,-1.6064120631787924,-2.071679312773549,-2.667072727270936,-2.1895072963932902,-1.5660505202838637,-2.6010705160642367,-2.244257382041074,-2.3610681839672703,-2.6283273116035306,-1.2838409638185153,-2.722922593866022,-2.7611424796489255,-3.2840995551686243,-1.2607096266571984,-2.3696313878227024,-0.7088160056081977,-1.6492924649299086,-3.2871450720847766,-1.6899943410847038,-2.404657237611867,-1.1661880455246225,-1.4746193907719,-1.945495030561364,-2.492483958530974,-2.2115297412973236,-0.2710337032671575,-1.9850642886699374,-1.9918289691597262,-2.239378401312379,-1.555518086296481,-2.2072248773888563,-2.6603722297872343,-2.889211315100687,-1.5230163612477958,-2.4655333118831426,-2.254305249914331,-0.8303233767184676,-2.03606349015172,-1.456415058811948,-1.017724388656119,-2.1195043536477423,-2.3024405953547165,-1.456073474387074,-1.3671047756960646,-2.2429977990981054,-1.7595715219938852,-2.8356513889969315,-1.2285852184872537,-1.4102995823848072,-1.4642802991218533,-1.0317204594892944,-2.054966135110975,-1.0930258922268896,-1.1962934574691095,-1.6296155842668631,-1.5946645489341462,-1.726375809367174,-1.2675904971376502,-1.9206573643081082,-0.8988891592997195,-0.9568707466460312,-2.60354304224729,-2.7591793220361622,-0.7658798498504757,-2.1375473479170317,-1.057064200235562,-1.6323528928821407,-0.6809404306878131,-1.2673651541182318,-1.399111828362093,-1.5123180388462225,-1.1876919654162958,-1.6759584604958133,-1.005683209369751,-1.961264257166946,-1.1258167680639464,-1.1465307167034062,-0.5880823010148828,-1.710797268262273,-0.767936605693912,-2.1984536596126376,-2.1845005966429802,-1.8356224489751853,-0.7867947165019304,-1.5145028390836202,-1.5848302125131974,-2.0794987859263583,-1.983273314237407,-1.7361579138595455,-1.889758598286692,-1.760756075368721,-2.477571874467559,-2.4115985408923915,-2.1045620536192455,-1.3096112245676328,-1.445359051485789,-1.7487786453732954,-2.312545286805002,-1.9833216983995154,-1.7427092900630152,-2.236842902037082,-2.3823583869655813,-1.1866835315709425,-1.112298978756046,-0.208564562820612,-3.0440406984403827,-1.4518390370236698,-2.90703494025642,-0.765684941724318,-1.8068109827375052,-2.0693462232176323,-1.9621074240545247,-1.4505722075699239,-0.7531636753563746,-1.2440265120149492,-1.248466576331036,-1.3038782034694851,-2.027225029753145,-1.5150003901060853,-1.1307962687154467,-1.7682991740798073,-2.1027228191812513,-3.598907656339958,-2.12781439801446,-1.464958949794401,-1.5621725305597607,-0.8782456392939427,-1.0411647213936677,-1.4945168052463687,-1.4360321833319651,-2.4419048286144895,-1.7876193391990332,-0.9425623284033234,-0.8491090407448018,-2.876545966981796,-2.8165960049638072,-1.6886025777398261,-2.9345025673884497,-2.195207903604498,-2.9940582411556713,-1.7124648912928162,-2.3161896804303908,-2.3527059555494376,-1.3355570332968014,-1.4983917518901095,-1.6524623299951897,-1.0429207664265039,-1.386125667362387,-1.9877874961963728,-0.9839895969216439,-3.154343065264615,-1.3753756713356056,-1.8294118345336314,-1.34891633173824,-1.7948555832497568,-2.163224275421303,-2.8012852312577334,-2.397831000461587,-2.0534326887193686,-1.594819995309897,-2.4970893347836074,-2.217857973887897,-2.6339625700019007,-2.3573706278298663,-2.0308096683132257,-1.8358983628697774,-1.4775151818192247,-2.5650453982779657,-2.8231548244272107,-2.1028635186743676,-1.4753668461009686,-2.021373915187199,-2.2517744427496984,-2.3128958162568454,-2.5804224053709004,-1.5698286438722393,-2.6888251501044964,-0.9787698776038181,-0.8174152945870714,-0.6887699160525401,-2.0955307381752624,-1.5485589316517014,-1.9714354125791707,-1.6702974618027409,-2.4301055839219066,-0.8709774959611614,-1.1297315893917614,-1.088565476154533,-0.8702821667174409,-2.083240873834319,-2.3837481969252603,-1.5617133056166494,-1.692865456598804,-2.275210015483673,-2.3692883230082113,-1.9067118878849771,-1.8294727136415332,-1.4642329063812647,-1.3223658734295587,-2.234616810348762,-1.597652955499856,-1.2949629733214383,-0.7433264397084178,-2.4691783261551445,-1.804418657397982,-1.3453300893358147,-0.9738527152187348,-0.5675423131393547,-0.35096430307179877,-2.605439800260248,0.3028729906175522,-0.9472115522228688,-0.5822630784750656,-1.0372322022275198,-0.9125752585886966,-1.2488928519262368,-1.3659660342851894,-1.5694500445769082,-1.6021458465034721,-0.29103883081385556,-0.6029241403441101,-0.4901206112387176,-2.584197656868342,-2.2664633782024914,-2.0836726299084956,-0.9989786133995122,-0.9854512644098099,-0.33563210815999334,-1.0102692816651555,-0.7402757768474063,-1.3104902533738134,-1.455436335455088,-1.6773149339044924,-0.2847335216097064,-1.1849632106121826,-1.3850281576597907,-2.335852904532987,-1.6296815723078564,-0.44019092294833306,-1.7958927510151328,-1.9138085039908856,-0.9152658664599093,-1.350248809288469,-2.210030310928641,-1.552283201695696,-1.105566083748011,-2.2913763624878967,-1.1524589150993112,-2.2990408669512776,-2.01851333827191,-2.335877563113627,-2.0095083654146646,-1.8474313645950733,-0.9766911553630141,-1.5230065922676594,-0.9981157848193873,-2.441538165522152,-1.7161592785600455,-1.733493148435376,-1.1829687723004891,-1.3049498417859657,-2.2465829745506367,-1.2972562992737906,-0.5778422798170469,-1.1412659130916945,-1.4988991484787797,-1.9663245747448022,-1.3461038175702802,-1.7938148618059861,-0.7441290389583488,-0.886890225232132,-0.7827109182001676,-1.4332933177345237,-0.7007815917518339,-0.8793977679606462,-2.0049984330205484,-0.7501384417646716,-1.0131859010679145,-0.7711732484224101,-2.2884091777055144,-2.4262114337743843,-2.518430613994151,-1.4632755125476538,-2.1639633737928854,-1.3102114826991609,-1.2467291760873835,-0.8584139284831946,-1.6807284725582312,-0.5221094899969261,-1.3208899490301418,-1.6069745894552496,-0.6465588919139998,-1.6949390324595006,-2.0186112138852845,-1.5044716436753756,-0.9554810485316239,-0.7568932078119532,-2.1462292803791496,-2.9949270518365485,-3.3780260544465794,-1.6481268786596737,-1.9916331529108737,-1.801303108909905,-1.8220292424943185,-1.4030956875249945,-1.762282514000811,-2.264260311920193,-2.029481920230682,-1.2988697405704623,-0.8695914349304913,-2.312615896382034,-1.2706791408758922,-1.1940856116234637,-1.2694647297647361,-2.5326841453778437,-0.8323556188583416,-1.8547424565362285,-0.8601652101306481,-0.9807727967218195,-1.0915198015825527,-1.1095495893882938,-1.5305722152085184,-1.06637093573397,-0.9657485702035664,-1.0620843613873485,-0.5066601464425775,-0.4971293366860186,-0.8261014449118066,-0.7013194826556304,-1.9212844570507461,-1.5499955551874458,-1.0142084927387012,-1.819975741954281,-1.132808964789931,-1.2423238508874204,-0.7929504229765664,-0.1840057760586669,-0.40686025068147286,0.20820974683751955,-0.5721953178756817,-0.7121796220851306,-0.3479065660000636,0.5941377735882202,-0.44246311649330594,-0.43811749840415415,0.2563425383654385,-0.40464050249829747,0.6794784386995133,-0.6617947845638792,-0.12593359417582448,-0.30743206057842626,0.3108979001783635,0.040466133341125955,0.4731249378889698,0.5168935770322626,-0.08132184258445624,0.9135019307552424,0.08303116597591619,-1.4395451544788553,-0.1808893328959319,0.19131677099504588,-0.6206505397569794,-0.049788028828993976,-0.8383156758610711,0.2918364281208039,0.035071928608375255,0.19618135468842013,-0.1269126339345559,-0.33885254323334785,-0.05704869033988448,-1.1698932330908345,-0.3715369290647861,-0.8250820492429113,-1.0838732903866464,-0.5008780588400226,-0.7676602954562701,-0.3613227966106796,-0.33532712964093586,0.8340504491778823,0.0013288203357688516,-0.12817459660143918,-0.69384053064466,0.13178159132911285,0.3800053338061679,0.8387783674780616,0.5728289839447482,-0.10157093914666046,0.3529719291624033,0.6578395023180732,-0.46635902643444727,1.3023061547508077,-0.24453886508987865,1.3091813682058648,1.3609369037767685,-0.17929735801202384,-0.34415471446863777,-0.45257275512405676,-0.10672221203428378,0.035033974896232646,0.3433940963707824,-0.7390062583240075,0.7205083034267548,0.8252914910576616,0.18944237034959657,-2.307907090024145,0.8969364107962468,-0.3008829197607359,-0.5209344018182731,0.3688386277460198,0.30585104643289107,0.5760585428936703,-2.534745902597537,-1.816607276006906,-0.9121316800450225,-0.4853151775208745,-2.2676957935043656,-0.32248351812519943,-2.9821719969115974,-0.4474213122088932,-1.3748636101772709,0.6159474860228626,1.2491389649161746,0.48086541003720956,-1.5558482833107585,0.9494740548810389,0.6185038127497428,0.7595772771862556,-0.8282272720218116,0.9177514042385667,0.5637347137444276,-0.26186838186204847,0.2018964103211234,0.17147840496135097,1.149118423113117,-2.36788241307804,0.19810037881212683,0.885024081872109,0.9211278737949676,0.4468974853472319,0.5162527260053874,0.01432365899642096,0.3523974392333649,1.1318085856883533,-0.03666105795358907,0.41677069523809207,0.6278108238833455,0.4612302695067214,-0.48656880978822,1.1065284657466339,0.5208051378896279,-0.42157854258282795,0.698828469612859,1.1800786765525553,0.36795794885844746,0.6530828952328829,0.0680507402680329,0.07593643726253664,0.07131346690817472,0.06053015813646496,-0.29540990872853234,0.3471129151461632,0.1973418295849639,-1.6247082238454387,-0.27212487745765096,0.13443505255477828,1.2909068346712724,-2.2426737866850357,0.7698671147517088,0.9382747441620017,1.402464861378113,0.5863514267585188,0.47729325776287757,0.2513854194401507,-0.3761282004168857,0.9446407659600259,0.7291695342273544,0.77901216664981,0.3372456168098487,1.2888657885805916,1.1073550532147263,0.734370875161891,0.8029415341973591,1.0738860683293139,1.8215389547286884,0.7658571102882411,0.5334492040548436,1.5433333647885719,1.4857751137376476,1.5120540135066636,1.0321298520962932,0.44624613311941463,0.5554031371501235,0.9925245301412269,1.1998976658035474,1.5021192387393936,1.5939383578629107,0.23305274151630095,0.5366382231316781,0.5566669219190391,0.9564210102191895,0.41692171889378227,0.4281942842102898,0.9119003255310287,0.4666021055243828,0.780639716896055,0.8322042493423631,0.6892762852839621,0.836059118453394,0.7035304410836274,1.6927434763407962,0.4119473206175391,0.7229581184889201,0.06390261598088492,-0.5895557908039556,1.0440538492844738,1.9051523750381116,1.2205711382712867,0.3781335971195655,0.3666680031046258,0.25939624945123746,0.7449022717471148,1.7590600778484948,0.9965181316344841,1.4568130205119603,2.0266417577017983,2.154752302693262,0.7883989822049073,1.5933173923935997,0.9519165923051917,1.6417440831369385,1.0963475067362032,0.7702599726943904,1.411374889276216,0.21404378527505344,0.3716529861295007,0.19092389532367302,0.9609311759382687,-0.2480249663821393,1.6038611299662229,-0.9744487019060656,1.3429165726345202,1.5306673683207161,1.1617798038104665,0.3832399971978166,1.3139497486697371,-0.08409228904213326,1.6763350262138368,0.07315329382132332,1.1351391905678707,1.769133505561434,1.4396410537547186,1.3724767837842669,1.818606581149035,1.0987056294279454,0.8238048095599444,2.270224183504258,1.1809087740608477,0.7600480535891073,0.45096754164742026,2.0895355386581174,1.276688380446409,0.8537502248755162,0.9252209604215424,1.4356064012693308,0.9719472109081664,0.9733232291627663,0.24785271765651284,1.1923760401037644,0.3261464264340532,1.9485415604959384,0.9287156389575346,1.1479283464522085,0.5184157931204749,1.6066448112524772,0.17473655716644032,0.871668857520737,1.8582316849791756,1.234474981385303,0.2784532758475054,0.5730470244858142,1.3960871010770959,1.0367217866722949,0.8916769391334257,1.0839464982167173,2.477712702404589,1.6878568346256684,2.624878471702648,1.7515119879923509,1.9309139208821795,1.9796416327624666,1.7364806176968053,1.5479605950359727,2.721075924418123,1.319036927025977,1.2309814614872527,1.149448151077728,1.7336153204358495,2.0015921021856578,2.4558615606254217,1.404383924943311,1.8633177361241193,2.1678212704941724,1.1045193892423217,2.051607116564247,1.4415039197859096,1.9326602925744747,1.325274418106468,2.5985796375312584,1.2758601422094378,1.9634996640228841,0.9536149268648891,1.0688186050332793,0.02550452114872941,1.4030201620372755,1.0368044629365463,0.491012272764953,1.9307947938689833,1.5859637558829986,1.6165644009260116,0.8298170713118304,1.738350546672555,1.6120664357826264,1.1622326768490316,0.9429373887585298,2.1407688125188584,1.36822129106175,0.7967591975082712,0.6197847968778565,0.9810739104777831,0.45720349647637326,0.7006335188899557,0.7070477753511815,0.5217259519240445,-0.3001458479689215,0.7308413743128385,0.07996505901870037,0.4784922903989657,0.4919326025581424,0.7930282228261125,1.1980159006128213,0.9041879666109996,0.7425179416722102,1.5748010048421144,0.8889207267989956,1.546995019116784,0.5938114712686838,0.843164014942338,1.1502941810621008,0.7321637024613314,0.5092072053779795,-0.31922568207140845,1.0185598434871794,0.801384445531573,0.9025390125793925,1.5045860847330441,2.2330709916370948,2.145024981061341,2.265459974083126,1.874425033294739,1.940356323209864,2.0615564773399027,1.1298875554221501,1.4963858980787639,1.3092085885270002,2.0654543760936086,0.9234455440826169,1.5474014940909933,1.0795320032456888,1.5554963009143274,1.4324292171772581,1.4925202991527138,1.1494509512018207,1.664738027139744,2.004537576547281,1.9833432768343868,1.706457707618287,1.7954988305434492,1.2697675654849356,0.4710792962227111,1.1597970741456574,1.1256944875143806,0.24578342302313824,1.92450713837324,1.1844600772237122,1.7447460589571322,2.102072041949853,0.8164524691286504,0.8241787275211132,1.3913088088321781,1.1101565980230255,2.154874335247153,1.7243632976102685,1.374387277195433,0.4757125842526609,0.8611930035975861,1.3428884952080231,1.0613066702895364,1.0246151579074403,1.669542049483259,1.8932638712744785,1.445002570148027,0.19983812014774222,0.9221074287609926,1.3955029114221453,1.5074667831850057,-2.939049840195682,1.6443090775581481,0.6871049102199436,0.8539889842883331,2.4999647642978484,2.6473170907983907,2.51886552988793,2.0914197927464455,2.9218567981274584,2.043496982552481,3.3017119007508016,1.6091714013114766,2.2656010926380943,1.7987204184557715,2.0850542792855062,2.650389777189098,2.8303428665609296,1.5388174988893983,2.0851717061344854,2.1401026038308077,1.8892253264326435,1.4678820484553146,2.3654095679195564,1.8135443472525972,1.7446882432882682,2.9476952840574326,2.0139600202166235,2.3111944450330695,1.9263253753413805,1.9952250293046516,2.7743412375232164,2.531897880170303,2.43653346162829,2.5306146500051914,2.034520191672968,1.5629442616515288,2.00644102009525,2.2396860504099187,3.390276565312491,2.1201497435866763,2.296720920566516,2.35703707063057,2.7772208049424596,2.362849751315951,3.3644054885670314,3.825256378591101,2.8356120912184757,2.9297415805396403,3.0589302630523574,-1.5716167219001356,2.0044054477880353,3.3861077293585504,2.71238046554957,2.7647136916955337,2.1938586145019188,2.9793027564142798,2.971419227573328,3.13632305806898,2.5962950884921567,2.516428581234744,3.48224063446157,4.481180167651242,3.2143390497299986,3.7460747878208815,3.401229742819205,2.9316606251353794,2.8823759463304013,1.9259636110070373,3.1043403129126856,2.8746253499181242,3.542292621809498,2.121397054003842,2.8027887610494506,2.043592740789589,1.7439061795715636,2.598980744372565,1.2474168624414663,1.3239727025843515,2.0772734764542635,0.42814300699838176,0.49355153561805765,1.479131640581888,1.7372300831868235,2.137090804256809,2.3431379353056125,2.6633668299857605,1.1358122194684799,2.4344723509805926,2.4965318287973783,1.9742954672080009,2.194931749777253,1.7045547131192191,2.3690553016992855,1.9386267738654506,1.2829754207517283,1.5132824702898784,1.8759595562779223,2.47123017297906,1.5467654959215886,1.3702094423039286,1.2824240537415488,2.391850366747201,0.9497198669072037,1.2131831563245925,1.8701574286778222,1.7166078504567497,2.1632452693496385,1.5244453733535865,2.2515219741612613,1.8490963017428674,0.48230505805802887,2.294930120151654,2.4689849813519165,2.7006277191643515,1.6894643039758988,1.3645699496547097,2.1602291342798607,1.824996992794272,0.14284378000934725,1.3974694587764707,1.0821146040569352,1.4470032940253943,2.0364499898383928,1.5156450970898376,1.9598141745393647,1.5275883648864164,2.0840063029433584,2.403165323364565,0.851162585528016,1.9515478800353692,1.4551086109800255,1.7800357868312482,2.000746162740698,2.549733733871996,2.03909432371403,2.2334706977878094,0.7126584695545874,1.2916665102409115,1.913384491727556,1.993991442334101,1.689449583650329,0.29840530268635057,0.946329875414672,0.04328764791763091,1.357647729709,1.1558528405009578,1.788248997649066,1.2289364955285196,1.7509696771459025,1.5176825240449656,0.30775423106137795,1.0403868716433042,1.5188971087034082,0.7984114994571807,0.9667890744541722,1.1182095302168702,1.698279596752149,2.4416798030182747,1.104396384840623,2.073916351261517,2.6435302383939967,1.7129017226789196,2.1719647843564656,2.317636908753214,1.9758451588542747,1.387635225705926,1.3812525984711288,2.149032633682912,2.785860330475329,2.226715214462293,1.5192251837553719,2.76561790042657,2.406891977892076,2.600602421246256,2.1516441958757544,1.6512322476227472,1.7506230658499675,1.3191319351675963,2.327360710725492,1.4219772257406225,2.7729329755653214,2.5825599605367016,2.229629760305061,1.205152695617091,1.9624250779518,1.517275376909729,1.9971964496237937,1.8542278266645378,2.1397945172426946,1.7105283294376654,1.936873273349048,2.040042291133379,2.5250631497758063,2.4494704505391023,3.259543723506716,2.5949296272765423,1.5950343809328857,2.3875395062165383,1.681234472361544,1.6472159673222533,2.0328215832702274,2.0881630929518087,2.0976500772083817,3.2497794491078387,2.760294190748943,2.725198805144213,2.5873184648008496,2.6367598637615055,2.0767667380503987,1.6145900949854464,3.0460644094235554,2.825700523236479,3.110723866509839,2.5019099288301385,2.2037783059648985,2.3179605269772474,3.094748685879692,3.387745162516975,2.2385659477199247,-3.1563998870237993,3.296425823656976,2.9419448886397377,3.374768215876926,2.9805414151195517,2.5269158556733813,2.646703629397413,2.8337722077195595,2.649354594309097,2.229505241657914,2.6621260788226357,1.7993222155833464,1.8587915099295282,3.91482588941799,2.8277726634263995,1.9393406973550182,3.300253612317908,2.6886661047345446,3.0611723121582552,2.513167324384656,3.768849844123264,2.1179268075492343,1.597721485090506,3.3559916014140065,2.425928681490677,2.6250884594683455,1.9999555514204823,2.0308055732870733,2.541278188876728,2.1514271981968767,3.1022920736334174,2.60373080500329,-1.9665509829583814,2.9149293269545686,2.2320987336014526,1.3079653013809402,1.2288355319970266,1.2702390181038594,1.632256140984048,1.5401662801411777,2.5382693551478894,2.6861232626673766,1.9653359432524553,3.658698765495223,2.7909001054312235,1.8708244405582348,1.762053631709698,1.7131172926748182,-2.2242541479241287,-2.9494838121881033,-2.7644558348733916,-3.4723726190998794,-1.9582172035718879,-2.834276894098016,-1.8999665182953802,-1.9754870401028206,-2.9000445780353874,-2.110652518421853,-2.511699333704359,-2.1679089937489153,-2.496790812606539,-3.1664005391062213,-2.4815056446810497,-2.861178829191747,-2.923076917839844,-2.5509721475111347,-1.9833111103544387,-1.756062346875396,-2.2951060591821912,-1.9749674511304625,-2.996010777367328,-3.15323983496121,-3.07096385499351,-3.7241525533011286,-2.502329720226126,-2.1930749616275187,-2.6837463695396235,-1.6481018694878342,-2.404510120480642,-3.058060014953938,-2.7246386564724374,-2.330572484940172,-2.591025860045746,-1.6684168459393593,-2.1273865685171147,-2.277406320710853,-1.8024376344436819,-1.0078341182064843,-2.6818105072695455,-1.844822103393806,-1.7705327549268317,-2.2820035925669977,-1.9160901027937358,-1.954263386154607,-1.4443692541340931,-2.1624612895391513,-1.9299406780258996,-1.458412837068502,-1.7252744006900844,-1.341674911669091,-2.0398106563745,-3.031834223402337,-3.4630090860033285,-1.55543428074662,-2.2519300370017445,-0.7680019733166366,-1.3060245334496798,-0.6411785707545403,-1.33648509235129,-2.616333315562774,-0.8276021096411298,-1.2020323095215233,-1.4916048957173418,-2.3363108883828496,-2.7511517559396506,-1.1423897443600501,-1.4004249943414797,-1.5692473923545909,-2.318087924582693,-2.133313032046068,-2.0704407123447903,-1.607848202510501,-1.8517810389676919,-1.9292249386122036,-1.1113255018263053,-1.7074108902814773,-2.9603766745166893,-2.6261472649841835,-2.398951764777992,-2.6306332619146384,-2.7207937636989254,-1.6957195452108016,-1.8379781027041964,-2.9283449003749173,-2.1780906879447994,-1.7525734091957585,-2.231855005480034,-1.4465598061198905,-2.444322097935452,-1.7092114382967354,-2.1253123044214433,-0.7868458697444797,-2.130658004203014,-2.0563743280479883,-1.7924657358598606,-1.9960882818575298,-2.2837662782635486,-1.29912082812007,-1.75858065825605,-0.7207106326296059,-0.9469675390210961,-1.8780179476835013,-1.8779282265356019,-2.1279634475328915,-2.2023668993132435,-3.53099275835569,-2.575108405619461,-2.405466454684668,-2.0774459688075293,-1.914767881661569,-2.061191515664577,-2.5356257705890553,-1.6593054227558084,-1.3999917763226863,-1.8830362696257021,-0.8693636600599285,-1.612102448170574,-1.7226301268309672,-1.0680580915989117,-1.9578378646303176,-1.7330312924237867,-1.9160313571040235,-2.078180498450061,-1.6662669010324187,-1.8255636732242604,-1.541769055660045,-0.6556212458926803,-1.1732817657253243,-1.7323661294703783,-1.0486167953812209,-0.7801591599738509,-1.8294974294878696,-0.9260829136786074,-2.0151250713221365,-2.171332565313709,-0.658557979467299,-1.6233255473694879,-2.861758480884091,-1.0673335334228102,-1.4148413284096422,-0.6890288601755317,-0.6157162757194397,-1.1252012625327534,-0.7089687276472363,-1.752115960072804,-2.0391578265737302,-2.1036929327799285,-2.36438962087931,-1.2520369576812929,-1.866280237512861,-1.6957754965738614,-0.9857789181704163,-1.583638002100577,-0.9914341521658863,-2.05065725151505,-1.2019993582639357,-1.5703421655936969,-2.256443709870451,-2.426359573536962,-2.367182386602572,-1.8792670616507405,-1.4720830365435467,-2.6114234664422464,-1.9709147652570433,-1.7607468318705364,-1.6227072822906974,-1.155294743384755,-2.342726595208084,-1.5274504309427437,-1.267437401095243,-1.5887797838996558,-1.8223013171799112,-0.6310826023334423,-3.1688872084585054,-2.4608122722630914,-1.321449406540017,-3.479079534688496,-1.7593810177292466,-1.7876698680182874,-2.0297622581058867,-1.5693712155569537,-0.8182964618038386,-1.1850368211079423,-1.554710263795115,-1.8973956299072952,-1.2035422636893423,-1.1513545102645286,-1.1210994124724407,-2.511927193448504,-1.9896281311270554,-1.1595146270392074,-1.8633191214650238,-0.9899017906308498,-1.0854503099909127,-3.1083591640146815,-1.3772060479578263,-2.1976470559435715,-2.5385688692772734,-2.1794283199899636,-1.8296211681388788,-1.7223683480129528,-1.954389734746703,-1.4469761297093218,-1.2472243077911598,-1.326627422463648,-2.3510599622260817,-2.100588107526566,-2.262088110554297,-2.5760460615646528,-2.29752997073749,-1.4004320468864477,-2.0692952491831265,-2.2171121128676274,-1.5659236457478931,-2.228569892599353,-2.1065339725700714,-1.7147825528680736,-1.265704616085774,-1.5546856510716696,-1.2410546403926097,-1.8806968774174408,-0.8385305362003915,-2.2020064092025606,-1.526356675575726,-2.3325588472134418,-1.4263818058431408,-2.195655359530934,-0.9809202927676367,-2.078974084738003,-1.7117428517083249,-2.703987367197374,-1.6377555057272084,-1.490432546698682,-2.5456484126668886,-1.5796464181015424,-1.969488197130219,-1.545529835325639,-2.0957236410228486,-1.8135065755785509,-1.6338595503858906,-3.0231903465110634,-1.2753002006930534,-1.9939517575760042,-2.166052020248118,-2.383865254244484,-2.795151794905798,-1.7509858895491321,-1.6904890360534703,-2.6789122570051425,-1.1807501626230876,-1.482640365677071,-1.514765730382233,-2.550931504644465,-2.501146735730908,-0.608948287919395,-1.319939883827112,-2.29647855051032,-0.973261410357103,-1.160787207115831,-1.0605211113820547,-0.707155855644934,-1.7378377556600129,-1.854018761422841,-1.8505282837406707,-1.5722172355751705,-1.2670914799125361,-0.7552136461124843,-1.4618011288234256,-1.0873239617856172,-2.4217170802209904,-1.6629775081771863,-1.1911931040327106,-0.6698402137401892,-1.1382724081910645,-1.0870075941382122,-1.4152020749405205,-0.7719241742192618,-0.6442441698927528],\"type\":\"scatter3d\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"scene\":{\"domain\":{\"x\":[0.0,1.0],\"y\":[0.0,1.0]},\"xaxis\":{\"title\":{\"text\":\"0\"}},\"yaxis\":{\"title\":{\"text\":\"1\"}},\"zaxis\":{\"title\":{\"text\":\"2\"}}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('4a1a8b27-1c67-428d-afb2-203a083c9916');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "px.scatter_3d(data_frame=PCA_df1, x = 0, y=1,z=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[9951.670610377483]\n",
      "[9951.670610377483, 9951.744680442811]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836, 9951.607090227864]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836, 9951.607090227864, 9951.420254509447]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836, 9951.607090227864, 9951.420254509447, 9951.7464976966]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836, 9951.607090227864, 9951.420254509447, 9951.7464976966, 9951.64052798351]\n",
      "[9951.670610377483, 9951.744680442811, 9952.686480480128, 9950.427273574365, 9952.946643234836, 9951.607090227864, 9951.420254509447, 9951.7464976966, 9951.64052798351, 9951.696580174399]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "Kmeans(PCA_df1.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[9952.125178233107]\n",
      "[9952.125178233107, 9951.286905593493]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688, 9950.769722385452]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688, 9950.769722385452, 9950.700014427615]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688, 9950.769722385452, 9950.700014427615, 9951.56472043863]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688, 9950.769722385452, 9950.700014427615, 9951.56472043863, 9950.48269423742]\n",
      "[9952.125178233107, 9951.286905593493, 9950.273180857155, 9951.38350088394, 9951.643417335688, 9950.769722385452, 9950.700014427615, 9951.56472043863, 9950.48269423742, 9951.481305356137]\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "Kmeans(PCA_df1.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In terms of Kmeans, 2 is the optimal number of clusters, we'll apply DBSCAN to the dataframe once to get a better representation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$x_2$')"
      ]
     },
     "execution_count": 186,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dbscan_cluster = DBSCAN()\n",
    "dbscan_cluster.fit(PCA_df1.iloc[:,:2])\n",
    "plt.scatter(PCA_df1[0], \n",
    "PCA_df1[1], \n",
    "c=dbscan_cluster.labels_)\n",
    "plt.xlabel(\"$x_1$\")\n",
    "plt.ylabel(\"$x_2$\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.3246240969228478\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 360x360 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "finding_steep(15,PCA_df1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 188,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DBSCAN(eps=0.324, min_samples=12)"
      ]
     },
     "execution_count": 188,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dbscan_cluster = DBSCAN(eps=0.324,min_samples=12)\n",
    "dbscan_cluster.fit(PCA_df1.iloc[:,:2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$x_2$')"
      ]
     },
     "execution_count": 189,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df1[0], \n",
    "PCA_df1[1], \n",
    "c=dbscan_cluster.labels_)\n",
    "plt.xlabel(\"$x_1$\")\n",
    "plt.ylabel(\"$x_2$\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "inconclusive results, we'll go for kmeans with 2 clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {},
   "outputs": [],
   "source": [
    "kmeans = KMeans(n_clusters=2, random_state=42) \n",
    "kmeans.fit(PCA_df1.iloc[:,:2])\n",
    "kmeans.labels_.shape\n",
    "centroids=kmeans.cluster_centers_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(PCA_df[0], PCA_df[1], c= kmeans.labels_.astype(float), s=50, alpha=0.5)\n",
    "plt.scatter(centroids[:, 0], centroids[:, 1], c='red', s=50)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}