classification-knn-simple.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4fb472b7-d169-4062-9524-489831fa8768",
   "metadata": {},
   "source": [
    "# A simple classification test using k-Nearest-Neighbours (kNN)\n",
    "\n",
    "*Costas Andreopoulos \\<c.andreopoulos@cern.ch\\>*"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "87a9e623-d8d2-45e8-b419-78eb1abfc7b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from sklearn.datasets import make_classification\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "from sklearn.neighbors import KNeighborsClassifier\n",
    "from sklearn.metrics import accuracy_score\n",
    "\n",
    "from IPython.display import display, HTML"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dcbfb8e2-d0d9-4be4-906f-f0c8194e6bd4",
   "metadata": {},
   "source": [
    "**Generate synthetic data and split into train and test samples**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "019c88ae-8b07-419c-ad99-46ec399397e9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1000, 10)\n",
      "(1000,)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<style> .dataframe {max-height: 300px; overflow-y: scroll; display: block; } </style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<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",
       "      <th>target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>-0.063926</td>\n",
       "      <td>-0.221042</td>\n",
       "      <td>0.189654</td>\n",
       "      <td>0.069370</td>\n",
       "      <td>0.564842</td>\n",
       "      <td>1.635798</td>\n",
       "      <td>-0.671868</td>\n",
       "      <td>2.392110</td>\n",
       "      <td>0.874895</td>\n",
       "      <td>0.192597</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-1.884649</td>\n",
       "      <td>0.092055</td>\n",
       "      <td>-1.619239</td>\n",
       "      <td>0.476240</td>\n",
       "      <td>2.441222</td>\n",
       "      <td>0.437127</td>\n",
       "      <td>2.214412</td>\n",
       "      <td>-0.993593</td>\n",
       "      <td>2.234279</td>\n",
       "      <td>2.529928</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.531307</td>\n",
       "      <td>0.265362</td>\n",
       "      <td>0.371714</td>\n",
       "      <td>-0.582759</td>\n",
       "      <td>0.390465</td>\n",
       "      <td>-0.103222</td>\n",
       "      <td>-0.365368</td>\n",
       "      <td>-0.134279</td>\n",
       "      <td>-0.906845</td>\n",
       "      <td>-2.438817</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.292668</td>\n",
       "      <td>-0.707552</td>\n",
       "      <td>0.230376</td>\n",
       "      <td>-0.538790</td>\n",
       "      <td>-1.244486</td>\n",
       "      <td>0.449827</td>\n",
       "      <td>-0.279508</td>\n",
       "      <td>-1.125655</td>\n",
       "      <td>-0.415822</td>\n",
       "      <td>-0.720212</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-0.101944</td>\n",
       "      <td>-0.221600</td>\n",
       "      <td>0.250126</td>\n",
       "      <td>-1.440982</td>\n",
       "      <td>-0.346772</td>\n",
       "      <td>-0.585793</td>\n",
       "      <td>-0.911652</td>\n",
       "      <td>1.127686</td>\n",
       "      <td>1.224270</td>\n",
       "      <td>0.958816</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0.385308</td>\n",
       "      <td>0.175211</td>\n",
       "      <td>0.248494</td>\n",
       "      <td>2.985259</td>\n",
       "      <td>-0.229800</td>\n",
       "      <td>-0.851406</td>\n",
       "      <td>-0.200598</td>\n",
       "      <td>-0.313530</td>\n",
       "      <td>-0.726511</td>\n",
       "      <td>0.367482</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>-0.395859</td>\n",
       "      <td>-0.132169</td>\n",
       "      <td>-0.596864</td>\n",
       "      <td>0.072279</td>\n",
       "      <td>0.595491</td>\n",
       "      <td>-0.589895</td>\n",
       "      <td>1.249290</td>\n",
       "      <td>-0.778837</td>\n",
       "      <td>-0.369595</td>\n",
       "      <td>-1.500222</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>-0.657912</td>\n",
       "      <td>0.532783</td>\n",
       "      <td>-0.579360</td>\n",
       "      <td>-0.805527</td>\n",
       "      <td>-0.701290</td>\n",
       "      <td>-0.875815</td>\n",
       "      <td>0.816094</td>\n",
       "      <td>1.542277</td>\n",
       "      <td>0.733894</td>\n",
       "      <td>-0.215114</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>-0.386023</td>\n",
       "      <td>1.181891</td>\n",
       "      <td>-1.191119</td>\n",
       "      <td>0.480908</td>\n",
       "      <td>-1.176173</td>\n",
       "      <td>0.487560</td>\n",
       "      <td>3.078496</td>\n",
       "      <td>-0.528297</td>\n",
       "      <td>-2.350479</td>\n",
       "      <td>-0.202524</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>-0.931213</td>\n",
       "      <td>-0.608494</td>\n",
       "      <td>-0.772027</td>\n",
       "      <td>-1.007868</td>\n",
       "      <td>0.158756</td>\n",
       "      <td>1.156007</td>\n",
       "      <td>1.008493</td>\n",
       "      <td>-1.793076</td>\n",
       "      <td>1.195602</td>\n",
       "      <td>0.253737</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>-0.239580</td>\n",
       "      <td>-0.771741</td>\n",
       "      <td>0.294609</td>\n",
       "      <td>-0.497962</td>\n",
       "      <td>0.256171</td>\n",
       "      <td>1.193311</td>\n",
       "      <td>-1.246957</td>\n",
       "      <td>-0.801528</td>\n",
       "      <td>1.919149</td>\n",
       "      <td>-0.512534</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0.927796</td>\n",
       "      <td>1.832557</td>\n",
       "      <td>0.867242</td>\n",
       "      <td>0.814152</td>\n",
       "      <td>1.738851</td>\n",
       "      <td>-0.321243</td>\n",
       "      <td>-1.304245</td>\n",
       "      <td>0.368733</td>\n",
       "      <td>-0.870865</td>\n",
       "      <td>0.482067</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>-0.745127</td>\n",
       "      <td>1.868603</td>\n",
       "      <td>-0.205519</td>\n",
       "      <td>0.034808</td>\n",
       "      <td>0.301961</td>\n",
       "      <td>-0.547408</td>\n",
       "      <td>-0.452062</td>\n",
       "      <td>-1.147160</td>\n",
       "      <td>2.303572</td>\n",
       "      <td>-0.802199</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1.009796</td>\n",
       "      <td>-0.264515</td>\n",
       "      <td>0.912474</td>\n",
       "      <td>-2.003862</td>\n",
       "      <td>0.829475</td>\n",
       "      <td>-0.193826</td>\n",
       "      <td>-1.323568</td>\n",
       "      <td>-1.239258</td>\n",
       "      <td>-1.050478</td>\n",
       "      <td>0.635418</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>-0.197030</td>\n",
       "      <td>0.029191</td>\n",
       "      <td>0.395568</td>\n",
       "      <td>0.697974</td>\n",
       "      <td>0.452068</td>\n",
       "      <td>-0.355974</td>\n",
       "      <td>-1.493644</td>\n",
       "      <td>-0.684492</td>\n",
       "      <td>2.079123</td>\n",
       "      <td>-1.232540</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0.544656</td>\n",
       "      <td>1.897767</td>\n",
       "      <td>0.297849</td>\n",
       "      <td>-0.947893</td>\n",
       "      <td>-1.978225</td>\n",
       "      <td>0.046935</td>\n",
       "      <td>-0.120428</td>\n",
       "      <td>0.764030</td>\n",
       "      <td>-1.201483</td>\n",
       "      <td>-0.834323</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>-0.266495</td>\n",
       "      <td>-0.908770</td>\n",
       "      <td>0.285283</td>\n",
       "      <td>1.684525</td>\n",
       "      <td>-0.586415</td>\n",
       "      <td>-0.619772</td>\n",
       "      <td>-1.257474</td>\n",
       "      <td>0.023196</td>\n",
       "      <td>1.996138</td>\n",
       "      <td>0.842297</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>-0.507269</td>\n",
       "      <td>-1.688505</td>\n",
       "      <td>-1.152651</td>\n",
       "      <td>-1.120047</td>\n",
       "      <td>-1.064220</td>\n",
       "      <td>-0.009845</td>\n",
       "      <td>2.785314</td>\n",
       "      <td>0.603791</td>\n",
       "      <td>-1.740694</td>\n",
       "      <td>0.670911</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>-0.290213</td>\n",
       "      <td>-0.124887</td>\n",
       "      <td>0.117772</td>\n",
       "      <td>0.015698</td>\n",
       "      <td>-1.301588</td>\n",
       "      <td>-1.853018</td>\n",
       "      <td>-0.780238</td>\n",
       "      <td>-0.446321</td>\n",
       "      <td>1.543531</td>\n",
       "      <td>0.218659</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>-0.242965</td>\n",
       "      <td>0.946808</td>\n",
       "      <td>-0.213395</td>\n",
       "      <td>0.055003</td>\n",
       "      <td>-0.041291</td>\n",
       "      <td>-1.474503</td>\n",
       "      <td>0.299668</td>\n",
       "      <td>-0.466189</td>\n",
       "      <td>0.272858</td>\n",
       "      <td>0.422435</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>-0.539741</td>\n",
       "      <td>1.101738</td>\n",
       "      <td>-0.493674</td>\n",
       "      <td>0.491993</td>\n",
       "      <td>2.721912</td>\n",
       "      <td>0.844456</td>\n",
       "      <td>0.725632</td>\n",
       "      <td>0.394958</td>\n",
       "      <td>0.542037</td>\n",
       "      <td>-1.606257</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0.768369</td>\n",
       "      <td>-0.278963</td>\n",
       "      <td>0.615481</td>\n",
       "      <td>-0.279760</td>\n",
       "      <td>-1.256507</td>\n",
       "      <td>0.813205</td>\n",
       "      <td>-0.766350</td>\n",
       "      <td>0.340051</td>\n",
       "      <td>-1.056899</td>\n",
       "      <td>0.790372</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0.975889</td>\n",
       "      <td>0.450603</td>\n",
       "      <td>0.884374</td>\n",
       "      <td>-1.869816</td>\n",
       "      <td>-1.293142</td>\n",
       "      <td>0.572390</td>\n",
       "      <td>-1.286880</td>\n",
       "      <td>-0.283139</td>\n",
       "      <td>-1.006907</td>\n",
       "      <td>-1.161784</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>-0.615202</td>\n",
       "      <td>1.146030</td>\n",
       "      <td>-0.835098</td>\n",
       "      <td>-0.777371</td>\n",
       "      <td>-0.200353</td>\n",
       "      <td>0.231842</td>\n",
       "      <td>1.659048</td>\n",
       "      <td>-1.530461</td>\n",
       "      <td>-0.272205</td>\n",
       "      <td>1.558789</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>-0.579914</td>\n",
       "      <td>0.568273</td>\n",
       "      <td>-0.538639</td>\n",
       "      <td>1.086381</td>\n",
       "      <td>1.744584</td>\n",
       "      <td>0.859834</td>\n",
       "      <td>0.804751</td>\n",
       "      <td>-2.492810</td>\n",
       "      <td>0.555520</td>\n",
       "      <td>0.333370</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>-0.109484</td>\n",
       "      <td>-0.432774</td>\n",
       "      <td>-0.457649</td>\n",
       "      <td>0.793818</td>\n",
       "      <td>-0.268646</td>\n",
       "      <td>-1.836360</td>\n",
       "      <td>1.239086</td>\n",
       "      <td>-0.246383</td>\n",
       "      <td>-1.058145</td>\n",
       "      <td>-0.297376</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>-0.758917</td>\n",
       "      <td>0.165404</td>\n",
       "      <td>-0.214368</td>\n",
       "      <td>-1.382018</td>\n",
       "      <td>0.703143</td>\n",
       "      <td>0.533207</td>\n",
       "      <td>-0.445018</td>\n",
       "      <td>0.841781</td>\n",
       "      <td>2.329718</td>\n",
       "      <td>-0.483617</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>-1.690131</td>\n",
       "      <td>0.568103</td>\n",
       "      <td>-1.901392</td>\n",
       "      <td>-1.049655</td>\n",
       "      <td>0.506241</td>\n",
       "      <td>1.447306</td>\n",
       "      <td>3.358027</td>\n",
       "      <td>1.640615</td>\n",
       "      <td>0.535747</td>\n",
       "      <td>1.362563</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>-1.070968</td>\n",
       "      <td>2.935406</td>\n",
       "      <td>-0.908775</td>\n",
       "      <td>-1.027924</td>\n",
       "      <td>0.811706</td>\n",
       "      <td>0.331918</td>\n",
       "      <td>1.223628</td>\n",
       "      <td>-0.393090</td>\n",
       "      <td>1.306803</td>\n",
       "      <td>-1.710603</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>-0.157083</td>\n",
       "      <td>0.475588</td>\n",
       "      <td>0.398769</td>\n",
       "      <td>-1.746896</td>\n",
       "      <td>-0.517757</td>\n",
       "      <td>0.217802</td>\n",
       "      <td>-1.445534</td>\n",
       "      <td>-0.254947</td>\n",
       "      <td>1.930085</td>\n",
       "      <td>-0.538761</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>-0.076760</td>\n",
       "      <td>0.829324</td>\n",
       "      <td>0.422046</td>\n",
       "      <td>-0.631652</td>\n",
       "      <td>-1.426018</td>\n",
       "      <td>0.393873</td>\n",
       "      <td>-1.400229</td>\n",
       "      <td>-0.363573</td>\n",
       "      <td>1.685432</td>\n",
       "      <td>0.291203</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>0.664006</td>\n",
       "      <td>-0.696772</td>\n",
       "      <td>0.525385</td>\n",
       "      <td>0.582027</td>\n",
       "      <td>0.552300</td>\n",
       "      <td>0.625631</td>\n",
       "      <td>-0.642412</td>\n",
       "      <td>-0.538842</td>\n",
       "      <td>-0.934581</td>\n",
       "      <td>0.260442</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>1.850430</td>\n",
       "      <td>1.360659</td>\n",
       "      <td>1.777419</td>\n",
       "      <td>-1.308820</td>\n",
       "      <td>0.059933</td>\n",
       "      <td>0.277377</td>\n",
       "      <td>-2.747104</td>\n",
       "      <td>0.183850</td>\n",
       "      <td>-1.580834</td>\n",
       "      <td>-3.019512</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>0.665942</td>\n",
       "      <td>-0.246335</td>\n",
       "      <td>0.683225</td>\n",
       "      <td>-2.301472</td>\n",
       "      <td>1.390255</td>\n",
       "      <td>1.787346</td>\n",
       "      <td>-1.121676</td>\n",
       "      <td>-0.426804</td>\n",
       "      <td>-0.426599</td>\n",
       "      <td>-0.820879</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>0.988259</td>\n",
       "      <td>1.181568</td>\n",
       "      <td>0.794909</td>\n",
       "      <td>2.343654</td>\n",
       "      <td>0.531026</td>\n",
       "      <td>0.148877</td>\n",
       "      <td>-0.995714</td>\n",
       "      <td>0.948813</td>\n",
       "      <td>-1.348606</td>\n",
       "      <td>0.870747</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>-0.472941</td>\n",
       "      <td>0.029431</td>\n",
       "      <td>0.134351</td>\n",
       "      <td>0.516644</td>\n",
       "      <td>-0.518667</td>\n",
       "      <td>0.853202</td>\n",
       "      <td>-1.095660</td>\n",
       "      <td>-1.404817</td>\n",
       "      <td>2.327273</td>\n",
       "      <td>-0.981326</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>2.019188</td>\n",
       "      <td>0.683569</td>\n",
       "      <td>1.930040</td>\n",
       "      <td>-1.365956</td>\n",
       "      <td>1.059936</td>\n",
       "      <td>0.617006</td>\n",
       "      <td>-2.968690</td>\n",
       "      <td>0.261251</td>\n",
       "      <td>-1.755973</td>\n",
       "      <td>1.211944</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>0.307534</td>\n",
       "      <td>-0.601127</td>\n",
       "      <td>0.469715</td>\n",
       "      <td>1.165917</td>\n",
       "      <td>0.492884</td>\n",
       "      <td>0.833603</td>\n",
       "      <td>-0.988946</td>\n",
       "      <td>-1.494756</td>\n",
       "      <td>0.306814</td>\n",
       "      <td>-1.666763</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>0.086535</td>\n",
       "      <td>-0.731632</td>\n",
       "      <td>-0.426152</td>\n",
       "      <td>1.890441</td>\n",
       "      <td>1.116834</td>\n",
       "      <td>0.186416</td>\n",
       "      <td>1.426935</td>\n",
       "      <td>0.768840</td>\n",
       "      <td>-1.737876</td>\n",
       "      <td>0.049308</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>-0.612212</td>\n",
       "      <td>1.330432</td>\n",
       "      <td>-0.530584</td>\n",
       "      <td>-0.120587</td>\n",
       "      <td>-1.935430</td>\n",
       "      <td>-0.549159</td>\n",
       "      <td>0.733345</td>\n",
       "      <td>-0.485679</td>\n",
       "      <td>0.710796</td>\n",
       "      <td>-1.340125</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1.750412</td>\n",
       "      <td>2.023606</td>\n",
       "      <td>1.688159</td>\n",
       "      <td>0.006800</td>\n",
       "      <td>-1.607661</td>\n",
       "      <td>0.184741</td>\n",
       "      <td>-2.619427</td>\n",
       "      <td>-0.357445</td>\n",
       "      <td>-1.473127</td>\n",
       "      <td>-0.190039</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>0.106966</td>\n",
       "      <td>1.249505</td>\n",
       "      <td>-0.675647</td>\n",
       "      <td>-1.332777</td>\n",
       "      <td>0.060086</td>\n",
       "      <td>0.388312</td>\n",
       "      <td>2.218541</td>\n",
       "      <td>-0.772569</td>\n",
       "      <td>-2.634627</td>\n",
       "      <td>-0.349439</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0.614284</td>\n",
       "      <td>2.218780</td>\n",
       "      <td>0.457649</td>\n",
       "      <td>-0.159045</td>\n",
       "      <td>1.904137</td>\n",
       "      <td>1.625959</td>\n",
       "      <td>-0.507588</td>\n",
       "      <td>-1.516643</td>\n",
       "      <td>-0.957370</td>\n",
       "      <td>0.295624</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>-1.018612</td>\n",
       "      <td>-0.021857</td>\n",
       "      <td>-0.839524</td>\n",
       "      <td>0.707231</td>\n",
       "      <td>-0.193304</td>\n",
       "      <td>1.471585</td>\n",
       "      <td>1.087993</td>\n",
       "      <td>-0.193428</td>\n",
       "      <td>1.324024</td>\n",
       "      <td>1.475112</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>-0.442860</td>\n",
       "      <td>0.685590</td>\n",
       "      <td>-0.698601</td>\n",
       "      <td>-0.141649</td>\n",
       "      <td>-0.806377</td>\n",
       "      <td>0.075695</td>\n",
       "      <td>1.491902</td>\n",
       "      <td>0.530976</td>\n",
       "      <td>-0.514338</td>\n",
       "      <td>1.166371</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0.966404</td>\n",
       "      <td>1.118895</td>\n",
       "      <td>0.816479</td>\n",
       "      <td>1.274428</td>\n",
       "      <td>-0.258939</td>\n",
       "      <td>-0.187859</td>\n",
       "      <td>-1.093262</td>\n",
       "      <td>1.098485</td>\n",
       "      <td>-1.190871</td>\n",
       "      <td>-0.171674</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>-0.546497</td>\n",
       "      <td>-0.813014</td>\n",
       "      <td>-1.448956</td>\n",
       "      <td>0.823280</td>\n",
       "      <td>0.322082</td>\n",
       "      <td>-0.011092</td>\n",
       "      <td>3.633431</td>\n",
       "      <td>0.017613</td>\n",
       "      <td>-2.552185</td>\n",
       "      <td>0.225762</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>0.278771</td>\n",
       "      <td>0.439453</td>\n",
       "      <td>0.558410</td>\n",
       "      <td>1.267960</td>\n",
       "      <td>-0.515171</td>\n",
       "      <td>-0.126519</td>\n",
       "      <td>-1.301515</td>\n",
       "      <td>-1.422230</td>\n",
       "      <td>0.711451</td>\n",
       "      <td>-0.024399</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>-1.978614</td>\n",
       "      <td>0.147298</td>\n",
       "      <td>-1.685418</td>\n",
       "      <td>-0.680494</td>\n",
       "      <td>1.681492</td>\n",
       "      <td>-0.883869</td>\n",
       "      <td>2.280371</td>\n",
       "      <td>0.509683</td>\n",
       "      <td>2.393225</td>\n",
       "      <td>0.614945</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>0.655873</td>\n",
       "      <td>-0.589112</td>\n",
       "      <td>0.506970</td>\n",
       "      <td>-0.935596</td>\n",
       "      <td>-1.186993</td>\n",
       "      <td>1.057814</td>\n",
       "      <td>-0.597956</td>\n",
       "      <td>-0.912811</td>\n",
       "      <td>-0.962274</td>\n",
       "      <td>-0.177918</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>-1.012322</td>\n",
       "      <td>0.281230</td>\n",
       "      <td>-0.875123</td>\n",
       "      <td>1.489599</td>\n",
       "      <td>-1.743673</td>\n",
       "      <td>0.156823</td>\n",
       "      <td>1.205832</td>\n",
       "      <td>1.154694</td>\n",
       "      <td>1.182599</td>\n",
       "      <td>-1.270362</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>-0.021011</td>\n",
       "      <td>0.747445</td>\n",
       "      <td>-0.038709</td>\n",
       "      <td>0.297876</td>\n",
       "      <td>-0.081894</td>\n",
       "      <td>0.991191</td>\n",
       "      <td>0.087778</td>\n",
       "      <td>-0.104358</td>\n",
       "      <td>-0.042586</td>\n",
       "      <td>0.450156</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>0.376070</td>\n",
       "      <td>0.333860</td>\n",
       "      <td>0.249581</td>\n",
       "      <td>1.431367</td>\n",
       "      <td>-0.039307</td>\n",
       "      <td>-0.134497</td>\n",
       "      <td>-0.217304</td>\n",
       "      <td>-1.312219</td>\n",
       "      <td>-0.686077</td>\n",
       "      <td>1.081767</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1.400593</td>\n",
       "      <td>-1.517174</td>\n",
       "      <td>1.325891</td>\n",
       "      <td>0.750579</td>\n",
       "      <td>-0.569833</td>\n",
       "      <td>0.329509</td>\n",
       "      <td>-2.019915</td>\n",
       "      <td>-1.130069</td>\n",
       "      <td>-1.260049</td>\n",
       "      <td>-0.416194</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>1.035994</td>\n",
       "      <td>0.349650</td>\n",
       "      <td>1.001118</td>\n",
       "      <td>-1.564803</td>\n",
       "      <td>-1.008555</td>\n",
       "      <td>-1.962626</td>\n",
       "      <td>-1.556339</td>\n",
       "      <td>-0.263448</td>\n",
       "      <td>-0.865449</td>\n",
       "      <td>0.095344</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>-2.190221</td>\n",
       "      <td>-0.431456</td>\n",
       "      <td>-1.875486</td>\n",
       "      <td>-2.120087</td>\n",
       "      <td>-0.528998</td>\n",
       "      <td>-1.075737</td>\n",
       "      <td>2.554232</td>\n",
       "      <td>-0.310938</td>\n",
       "      <td>2.617101</td>\n",
       "      <td>-0.736064</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>-1.331536</td>\n",
       "      <td>-0.288063</td>\n",
       "      <td>-1.145407</td>\n",
       "      <td>0.431023</td>\n",
       "      <td>-0.312836</td>\n",
       "      <td>1.030919</td>\n",
       "      <td>1.568755</td>\n",
       "      <td>-0.055852</td>\n",
       "      <td>1.574024</td>\n",
       "      <td>-0.113563</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>0.296692</td>\n",
       "      <td>-0.613588</td>\n",
       "      <td>-0.213392</td>\n",
       "      <td>0.196241</td>\n",
       "      <td>-0.459657</td>\n",
       "      <td>-1.079842</td>\n",
       "      <td>1.081667</td>\n",
       "      <td>-2.171571</td>\n",
       "      <td>-1.881818</td>\n",
       "      <td>0.545787</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>-1.492766</td>\n",
       "      <td>-0.845154</td>\n",
       "      <td>-1.601502</td>\n",
       "      <td>0.553389</td>\n",
       "      <td>-1.194523</td>\n",
       "      <td>0.285803</td>\n",
       "      <td>2.728112</td>\n",
       "      <td>-1.594756</td>\n",
       "      <td>0.727563</td>\n",
       "      <td>-0.033925</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1.357913</td>\n",
       "      <td>-1.245717</td>\n",
       "      <td>1.261046</td>\n",
       "      <td>0.054934</td>\n",
       "      <td>0.975817</td>\n",
       "      <td>0.918454</td>\n",
       "      <td>-1.883714</td>\n",
       "      <td>-1.258505</td>\n",
       "      <td>-1.301512</td>\n",
       "      <td>-0.709580</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>-0.372367</td>\n",
       "      <td>0.297227</td>\n",
       "      <td>-0.349090</td>\n",
       "      <td>1.667257</td>\n",
       "      <td>0.819740</td>\n",
       "      <td>-0.195473</td>\n",
       "      <td>0.526587</td>\n",
       "      <td>0.413616</td>\n",
       "      <td>0.346165</td>\n",
       "      <td>-2.123993</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>0.362096</td>\n",
       "      <td>0.139652</td>\n",
       "      <td>0.308679</td>\n",
       "      <td>0.065025</td>\n",
       "      <td>1.775491</td>\n",
       "      <td>-1.479196</td>\n",
       "      <td>-0.418049</td>\n",
       "      <td>-0.843854</td>\n",
       "      <td>-0.437191</td>\n",
       "      <td>0.813280</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>-1.020151</td>\n",
       "      <td>0.117707</td>\n",
       "      <td>-0.913555</td>\n",
       "      <td>-1.671761</td>\n",
       "      <td>-0.404157</td>\n",
       "      <td>0.001795</td>\n",
       "      <td>1.311866</td>\n",
       "      <td>0.519871</td>\n",
       "      <td>1.088287</td>\n",
       "      <td>2.710332</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>-0.429443</td>\n",
       "      <td>-0.994429</td>\n",
       "      <td>-0.765005</td>\n",
       "      <td>0.249548</td>\n",
       "      <td>0.671945</td>\n",
       "      <td>0.384202</td>\n",
       "      <td>1.714153</td>\n",
       "      <td>-0.252763</td>\n",
       "      <td>-0.784869</td>\n",
       "      <td>-1.183056</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>2.132730</td>\n",
       "      <td>0.890198</td>\n",
       "      <td>2.064088</td>\n",
       "      <td>1.035249</td>\n",
       "      <td>-0.230401</td>\n",
       "      <td>-0.924233</td>\n",
       "      <td>-3.213563</td>\n",
       "      <td>-0.929511</td>\n",
       "      <td>-1.771334</td>\n",
       "      <td>-1.846188</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>1.164403</td>\n",
       "      <td>0.202329</td>\n",
       "      <td>1.082886</td>\n",
       "      <td>1.631857</td>\n",
       "      <td>-1.269330</td>\n",
       "      <td>1.702515</td>\n",
       "      <td>-1.619999</td>\n",
       "      <td>1.818062</td>\n",
       "      <td>-1.110983</td>\n",
       "      <td>-0.733033</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0.482598</td>\n",
       "      <td>0.496199</td>\n",
       "      <td>0.358984</td>\n",
       "      <td>-0.535317</td>\n",
       "      <td>-0.327017</td>\n",
       "      <td>-0.213457</td>\n",
       "      <td>-0.397072</td>\n",
       "      <td>1.935154</td>\n",
       "      <td>-0.753957</td>\n",
       "      <td>0.511500</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>-0.555690</td>\n",
       "      <td>-0.195699</td>\n",
       "      <td>-0.948243</td>\n",
       "      <td>1.060090</td>\n",
       "      <td>0.326855</td>\n",
       "      <td>-1.389299</td>\n",
       "      <td>2.090851</td>\n",
       "      <td>0.503090</td>\n",
       "      <td>-0.879500</td>\n",
       "      <td>-0.051523</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>-0.133252</td>\n",
       "      <td>0.323185</td>\n",
       "      <td>-0.732312</td>\n",
       "      <td>1.283817</td>\n",
       "      <td>0.107444</td>\n",
       "      <td>0.387371</td>\n",
       "      <td>2.043508</td>\n",
       "      <td>0.544220</td>\n",
       "      <td>-1.860651</td>\n",
       "      <td>1.294986</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>0.044727</td>\n",
       "      <td>-0.753862</td>\n",
       "      <td>0.269581</td>\n",
       "      <td>0.382654</td>\n",
       "      <td>-0.553177</td>\n",
       "      <td>-0.253952</td>\n",
       "      <td>-0.758531</td>\n",
       "      <td>-1.742772</td>\n",
       "      <td>0.702223</td>\n",
       "      <td>1.124933</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>-0.467090</td>\n",
       "      <td>1.734937</td>\n",
       "      <td>-0.664264</td>\n",
       "      <td>-0.856772</td>\n",
       "      <td>-0.288549</td>\n",
       "      <td>-0.783754</td>\n",
       "      <td>1.351921</td>\n",
       "      <td>0.204389</td>\n",
       "      <td>-0.305405</td>\n",
       "      <td>-0.555547</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>-1.731889</td>\n",
       "      <td>-0.728959</td>\n",
       "      <td>-1.460660</td>\n",
       "      <td>-0.189014</td>\n",
       "      <td>0.186990</td>\n",
       "      <td>-0.044273</td>\n",
       "      <td>1.951446</td>\n",
       "      <td>-0.814868</td>\n",
       "      <td>2.142482</td>\n",
       "      <td>0.180295</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>0.324583</td>\n",
       "      <td>-0.221781</td>\n",
       "      <td>0.294193</td>\n",
       "      <td>0.969369</td>\n",
       "      <td>-0.184032</td>\n",
       "      <td>-2.487822</td>\n",
       "      <td>-0.428166</td>\n",
       "      <td>0.052526</td>\n",
       "      <td>-0.334742</td>\n",
       "      <td>-0.631403</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1.841002</td>\n",
       "      <td>0.629530</td>\n",
       "      <td>1.805803</td>\n",
       "      <td>-0.804316</td>\n",
       "      <td>-1.130615</td>\n",
       "      <td>0.622711</td>\n",
       "      <td>-2.847457</td>\n",
       "      <td>-0.631578</td>\n",
       "      <td>-1.450448</td>\n",
       "      <td>0.895355</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>-0.043591</td>\n",
       "      <td>-0.082593</td>\n",
       "      <td>-0.033240</td>\n",
       "      <td>0.769969</td>\n",
       "      <td>-1.054704</td>\n",
       "      <td>-0.067230</td>\n",
       "      <td>0.038352</td>\n",
       "      <td>1.368094</td>\n",
       "      <td>0.065442</td>\n",
       "      <td>-0.774963</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>0.610354</td>\n",
       "      <td>-1.817979</td>\n",
       "      <td>0.498001</td>\n",
       "      <td>0.759712</td>\n",
       "      <td>-1.951102</td>\n",
       "      <td>0.143588</td>\n",
       "      <td>-0.636525</td>\n",
       "      <td>0.419610</td>\n",
       "      <td>-0.809836</td>\n",
       "      <td>-0.094459</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>0.743693</td>\n",
       "      <td>-0.358404</td>\n",
       "      <td>0.609589</td>\n",
       "      <td>-1.225000</td>\n",
       "      <td>0.363004</td>\n",
       "      <td>-1.721078</td>\n",
       "      <td>-0.784114</td>\n",
       "      <td>-0.583722</td>\n",
       "      <td>-0.977625</td>\n",
       "      <td>1.176533</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>0.550877</td>\n",
       "      <td>1.239584</td>\n",
       "      <td>0.695617</td>\n",
       "      <td>-0.396230</td>\n",
       "      <td>-0.695695</td>\n",
       "      <td>-0.918127</td>\n",
       "      <td>-1.326263</td>\n",
       "      <td>0.604121</td>\n",
       "      <td>0.073310</td>\n",
       "      <td>1.068379</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>0.248684</td>\n",
       "      <td>-0.161955</td>\n",
       "      <td>0.542692</td>\n",
       "      <td>0.438413</td>\n",
       "      <td>1.135948</td>\n",
       "      <td>-0.153998</td>\n",
       "      <td>-1.297109</td>\n",
       "      <td>0.132497</td>\n",
       "      <td>0.780224</td>\n",
       "      <td>-0.883999</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>0.208559</td>\n",
       "      <td>-1.542803</td>\n",
       "      <td>-0.104899</td>\n",
       "      <td>-0.160631</td>\n",
       "      <td>0.986377</td>\n",
       "      <td>-0.711973</td>\n",
       "      <td>0.622597</td>\n",
       "      <td>-0.966246</td>\n",
       "      <td>-1.175447</td>\n",
       "      <td>-0.484174</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>-0.184321</td>\n",
       "      <td>1.983634</td>\n",
       "      <td>-0.160609</td>\n",
       "      <td>0.011880</td>\n",
       "      <td>-0.584401</td>\n",
       "      <td>2.452370</td>\n",
       "      <td>0.223430</td>\n",
       "      <td>1.359298</td>\n",
       "      <td>0.211180</td>\n",
       "      <td>0.386586</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>0.844155</td>\n",
       "      <td>-1.725807</td>\n",
       "      <td>0.708132</td>\n",
       "      <td>-0.677565</td>\n",
       "      <td>0.666313</td>\n",
       "      <td>0.462591</td>\n",
       "      <td>-0.939503</td>\n",
       "      <td>-0.981166</td>\n",
       "      <td>-1.056768</td>\n",
       "      <td>1.194109</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>0.236542</td>\n",
       "      <td>-0.461170</td>\n",
       "      <td>-0.483567</td>\n",
       "      <td>0.756565</td>\n",
       "      <td>0.845803</td>\n",
       "      <td>0.514063</td>\n",
       "      <td>1.819663</td>\n",
       "      <td>1.053892</td>\n",
       "      <td>-2.524402</td>\n",
       "      <td>-1.394495</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>1.482208</td>\n",
       "      <td>-1.288308</td>\n",
       "      <td>1.434726</td>\n",
       "      <td>0.292715</td>\n",
       "      <td>0.573744</td>\n",
       "      <td>-1.276304</td>\n",
       "      <td>-2.234049</td>\n",
       "      <td>-0.614123</td>\n",
       "      <td>-1.230315</td>\n",
       "      <td>0.145521</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>0.804391</td>\n",
       "      <td>-0.846360</td>\n",
       "      <td>0.227958</td>\n",
       "      <td>-0.584908</td>\n",
       "      <td>0.278349</td>\n",
       "      <td>-0.509213</td>\n",
       "      <td>0.469409</td>\n",
       "      <td>0.359476</td>\n",
       "      <td>-2.466880</td>\n",
       "      <td>-0.478759</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>-0.588595</td>\n",
       "      <td>0.388819</td>\n",
       "      <td>-0.496901</td>\n",
       "      <td>-1.173873</td>\n",
       "      <td>-1.487862</td>\n",
       "      <td>-1.125186</td>\n",
       "      <td>0.664694</td>\n",
       "      <td>-0.071120</td>\n",
       "      <td>0.726555</td>\n",
       "      <td>1.112634</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>-1.151238</td>\n",
       "      <td>-1.570881</td>\n",
       "      <td>-1.664211</td>\n",
       "      <td>1.355573</td>\n",
       "      <td>0.276582</td>\n",
       "      <td>0.008556</td>\n",
       "      <td>3.414536</td>\n",
       "      <td>0.504483</td>\n",
       "      <td>-0.840943</td>\n",
       "      <td>-0.610858</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>0.723671</td>\n",
       "      <td>-0.586531</td>\n",
       "      <td>0.611258</td>\n",
       "      <td>0.224216</td>\n",
       "      <td>0.610216</td>\n",
       "      <td>0.156973</td>\n",
       "      <td>-0.818222</td>\n",
       "      <td>-2.049941</td>\n",
       "      <td>-0.892233</td>\n",
       "      <td>0.714610</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>1.122636</td>\n",
       "      <td>-0.763286</td>\n",
       "      <td>1.019510</td>\n",
       "      <td>0.037938</td>\n",
       "      <td>0.869156</td>\n",
       "      <td>0.887291</td>\n",
       "      <td>-1.486961</td>\n",
       "      <td>-0.209314</td>\n",
       "      <td>-1.151290</td>\n",
       "      <td>0.683329</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>-0.303227</td>\n",
       "      <td>0.276601</td>\n",
       "      <td>-0.764724</td>\n",
       "      <td>1.195481</td>\n",
       "      <td>0.307404</td>\n",
       "      <td>-0.824612</td>\n",
       "      <td>1.896194</td>\n",
       "      <td>2.097939</td>\n",
       "      <td>-1.287894</td>\n",
       "      <td>-0.596629</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>0.026546</td>\n",
       "      <td>-1.633923</td>\n",
       "      <td>0.288998</td>\n",
       "      <td>-0.424831</td>\n",
       "      <td>-1.965556</td>\n",
       "      <td>-0.587115</td>\n",
       "      <td>-0.844179</td>\n",
       "      <td>-0.890749</td>\n",
       "      <td>0.838253</td>\n",
       "      <td>0.502500</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>-1.472069</td>\n",
       "      <td>-1.289481</td>\n",
       "      <td>-1.272706</td>\n",
       "      <td>0.058449</td>\n",
       "      <td>-1.765388</td>\n",
       "      <td>1.740941</td>\n",
       "      <td>1.753905</td>\n",
       "      <td>0.421717</td>\n",
       "      <td>1.719202</td>\n",
       "      <td>0.912620</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>0.163804</td>\n",
       "      <td>-0.114802</td>\n",
       "      <td>0.026012</td>\n",
       "      <td>0.566772</td>\n",
       "      <td>-2.099356</td>\n",
       "      <td>0.683223</td>\n",
       "      <td>0.157920</td>\n",
       "      <td>-0.048965</td>\n",
       "      <td>-0.569031</td>\n",
       "      <td>-0.657373</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>0.225678</td>\n",
       "      <td>0.693218</td>\n",
       "      <td>0.233734</td>\n",
       "      <td>-2.027677</td>\n",
       "      <td>-0.244028</td>\n",
       "      <td>0.294719</td>\n",
       "      <td>-0.386836</td>\n",
       "      <td>-0.332579</td>\n",
       "      <td>-0.137383</td>\n",
       "      <td>-0.886040</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>0.340451</td>\n",
       "      <td>-1.531108</td>\n",
       "      <td>0.184315</td>\n",
       "      <td>0.514255</td>\n",
       "      <td>-0.229391</td>\n",
       "      <td>-0.043477</td>\n",
       "      <td>-0.069586</td>\n",
       "      <td>-0.062191</td>\n",
       "      <td>-0.757104</td>\n",
       "      <td>0.572057</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>-0.138408</td>\n",
       "      <td>0.965327</td>\n",
       "      <td>-0.133261</td>\n",
       "      <td>0.704336</td>\n",
       "      <td>1.072930</td>\n",
       "      <td>-0.853399</td>\n",
       "      <td>0.206437</td>\n",
       "      <td>-0.417783</td>\n",
       "      <td>0.117216</td>\n",
       "      <td>1.852040</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>-0.582599</td>\n",
       "      <td>-0.450994</td>\n",
       "      <td>-0.497786</td>\n",
       "      <td>0.293949</td>\n",
       "      <td>0.461272</td>\n",
       "      <td>-0.924357</td>\n",
       "      <td>0.676086</td>\n",
       "      <td>-0.057964</td>\n",
       "      <td>0.699723</td>\n",
       "      <td>-0.772542</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>-0.129320</td>\n",
       "      <td>-2.032354</td>\n",
       "      <td>-0.140782</td>\n",
       "      <td>-1.321556</td>\n",
       "      <td>0.432353</td>\n",
       "      <td>-0.717182</td>\n",
       "      <td>0.242577</td>\n",
       "      <td>-1.131067</td>\n",
       "      <td>0.056355</td>\n",
       "      <td>0.021093</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>0.754375</td>\n",
       "      <td>-0.468496</td>\n",
       "      <td>0.145824</td>\n",
       "      <td>-0.758765</td>\n",
       "      <td>-1.911317</td>\n",
       "      <td>0.092979</td>\n",
       "      <td>0.647783</td>\n",
       "      <td>-0.653679</td>\n",
       "      <td>-2.535541</td>\n",
       "      <td>1.350852</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>0.773924</td>\n",
       "      <td>-2.488327</td>\n",
       "      <td>0.668371</td>\n",
       "      <td>-0.658248</td>\n",
       "      <td>-0.509807</td>\n",
       "      <td>0.034441</td>\n",
       "      <td>-0.919837</td>\n",
       "      <td>-0.982294</td>\n",
       "      <td>-0.906270</td>\n",
       "      <td>0.453509</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>0.044467</td>\n",
       "      <td>0.913772</td>\n",
       "      <td>-0.149724</td>\n",
       "      <td>-1.545730</td>\n",
       "      <td>-1.092164</td>\n",
       "      <td>0.834751</td>\n",
       "      <td>0.521719</td>\n",
       "      <td>0.574071</td>\n",
       "      <td>-0.666738</td>\n",
       "      <td>1.589839</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>0.417228</td>\n",
       "      <td>-0.745942</td>\n",
       "      <td>0.603095</td>\n",
       "      <td>-0.661541</td>\n",
       "      <td>-1.239562</td>\n",
       "      <td>-1.502871</td>\n",
       "      <td>-1.237353</td>\n",
       "      <td>-0.614539</td>\n",
       "      <td>0.304630</td>\n",
       "      <td>0.753419</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>0.838689</td>\n",
       "      <td>0.860183</td>\n",
       "      <td>0.663881</td>\n",
       "      <td>0.810260</td>\n",
       "      <td>-0.458877</td>\n",
       "      <td>-1.017585</td>\n",
       "      <td>-0.812271</td>\n",
       "      <td>0.725081</td>\n",
       "      <td>-1.179530</td>\n",
       "      <td>-1.155452</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>-1.199700</td>\n",
       "      <td>0.193449</td>\n",
       "      <td>-1.019683</td>\n",
       "      <td>1.309865</td>\n",
       "      <td>0.023081</td>\n",
       "      <td>0.624904</td>\n",
       "      <td>1.375817</td>\n",
       "      <td>-0.184551</td>\n",
       "      <td>1.458419</td>\n",
       "      <td>-0.074345</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>0.740765</td>\n",
       "      <td>-0.320668</td>\n",
       "      <td>0.620582</td>\n",
       "      <td>1.795211</td>\n",
       "      <td>0.534506</td>\n",
       "      <td>0.887655</td>\n",
       "      <td>-0.821929</td>\n",
       "      <td>0.497743</td>\n",
       "      <td>-0.930020</td>\n",
       "      <td>0.230071</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>2.603034</td>\n",
       "      <td>1.170199</td>\n",
       "      <td>2.595263</td>\n",
       "      <td>0.134296</td>\n",
       "      <td>-0.916274</td>\n",
       "      <td>1.355443</td>\n",
       "      <td>-4.154350</td>\n",
       "      <td>0.554058</td>\n",
       "      <td>-1.913603</td>\n",
       "      <td>0.079598</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1.585260</td>\n",
       "      <td>0.510792</td>\n",
       "      <td>1.516621</td>\n",
       "      <td>1.030581</td>\n",
       "      <td>-0.907756</td>\n",
       "      <td>1.519284</td>\n",
       "      <td>-2.334840</td>\n",
       "      <td>0.854525</td>\n",
       "      <td>-1.374195</td>\n",
       "      <td>-0.657835</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>0.452110</td>\n",
       "      <td>-0.653898</td>\n",
       "      <td>0.174026</td>\n",
       "      <td>0.027313</td>\n",
       "      <td>1.948343</td>\n",
       "      <td>1.025109</td>\n",
       "      <td>0.123640</td>\n",
       "      <td>-1.582177</td>\n",
       "      <td>-1.236539</td>\n",
       "      <td>-0.047371</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>0.287699</td>\n",
       "      <td>-0.019874</td>\n",
       "      <td>-0.547277</td>\n",
       "      <td>-0.107265</td>\n",
       "      <td>0.154494</td>\n",
       "      <td>-0.336553</td>\n",
       "      <td>2.088375</td>\n",
       "      <td>-1.076679</td>\n",
       "      <td>-2.936815</td>\n",
       "      <td>1.220283</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>-0.229041</td>\n",
       "      <td>0.055864</td>\n",
       "      <td>-0.619576</td>\n",
       "      <td>-0.309650</td>\n",
       "      <td>1.441945</td>\n",
       "      <td>-0.512374</td>\n",
       "      <td>1.560390</td>\n",
       "      <td>-2.837506</td>\n",
       "      <td>-1.109856</td>\n",
       "      <td>1.146028</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>0.457732</td>\n",
       "      <td>-0.057041</td>\n",
       "      <td>0.504979</td>\n",
       "      <td>1.183987</td>\n",
       "      <td>0.687933</td>\n",
       "      <td>-0.612983</td>\n",
       "      <td>-0.878999</td>\n",
       "      <td>-0.060038</td>\n",
       "      <td>-0.177663</td>\n",
       "      <td>0.341825</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>-0.650322</td>\n",
       "      <td>-0.257300</td>\n",
       "      <td>0.030007</td>\n",
       "      <td>1.082112</td>\n",
       "      <td>0.857899</td>\n",
       "      <td>0.553570</td>\n",
       "      <td>-1.034017</td>\n",
       "      <td>-0.851662</td>\n",
       "      <td>2.694580</td>\n",
       "      <td>-0.129034</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>0.185385</td>\n",
       "      <td>0.409065</td>\n",
       "      <td>0.139555</td>\n",
       "      <td>0.666628</td>\n",
       "      <td>-0.526555</td>\n",
       "      <td>-1.322347</td>\n",
       "      <td>-0.157584</td>\n",
       "      <td>-0.455199</td>\n",
       "      <td>-0.284220</td>\n",
       "      <td>-1.349926</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>0.303878</td>\n",
       "      <td>-2.074486</td>\n",
       "      <td>0.644431</td>\n",
       "      <td>-0.022035</td>\n",
       "      <td>0.828059</td>\n",
       "      <td>1.071081</td>\n",
       "      <td>-1.527855</td>\n",
       "      <td>-0.186679</td>\n",
       "      <td>0.892261</td>\n",
       "      <td>1.121862</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>-0.359651</td>\n",
       "      <td>-0.779853</td>\n",
       "      <td>-0.190094</td>\n",
       "      <td>1.081985</td>\n",
       "      <td>0.782130</td>\n",
       "      <td>-0.790899</td>\n",
       "      <td>0.059414</td>\n",
       "      <td>-0.415214</td>\n",
       "      <td>0.814883</td>\n",
       "      <td>-1.349576</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>-0.392795</td>\n",
       "      <td>0.149456</td>\n",
       "      <td>0.292546</td>\n",
       "      <td>0.770750</td>\n",
       "      <td>-0.330775</td>\n",
       "      <td>-0.510161</td>\n",
       "      <td>-1.462676</td>\n",
       "      <td>0.827236</td>\n",
       "      <td>2.524148</td>\n",
       "      <td>2.381714</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>0.907114</td>\n",
       "      <td>0.856737</td>\n",
       "      <td>0.745170</td>\n",
       "      <td>0.398048</td>\n",
       "      <td>0.087016</td>\n",
       "      <td>-1.036144</td>\n",
       "      <td>-0.961390</td>\n",
       "      <td>-0.425756</td>\n",
       "      <td>-1.187132</td>\n",
       "      <td>0.394580</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>-0.227034</td>\n",
       "      <td>0.964156</td>\n",
       "      <td>0.224212</td>\n",
       "      <td>-0.305445</td>\n",
       "      <td>1.591400</td>\n",
       "      <td>0.876714</td>\n",
       "      <td>-1.013770</td>\n",
       "      <td>1.952917</td>\n",
       "      <td>1.639044</td>\n",
       "      <td>-1.729183</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>0.013075</td>\n",
       "      <td>-1.181982</td>\n",
       "      <td>0.428592</td>\n",
       "      <td>0.995974</td>\n",
       "      <td>-1.506525</td>\n",
       "      <td>-1.004291</td>\n",
       "      <td>-1.290046</td>\n",
       "      <td>0.124176</td>\n",
       "      <td>1.348138</td>\n",
       "      <td>-0.698262</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>-0.244335</td>\n",
       "      <td>1.368079</td>\n",
       "      <td>0.071820</td>\n",
       "      <td>0.125901</td>\n",
       "      <td>0.034888</td>\n",
       "      <td>-1.375511</td>\n",
       "      <td>-0.573410</td>\n",
       "      <td>1.223856</td>\n",
       "      <td>1.210211</td>\n",
       "      <td>0.851124</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>-0.335940</td>\n",
       "      <td>-1.345014</td>\n",
       "      <td>0.293270</td>\n",
       "      <td>-0.861050</td>\n",
       "      <td>0.001977</td>\n",
       "      <td>1.532873</td>\n",
       "      <td>-1.382500</td>\n",
       "      <td>1.020037</td>\n",
       "      <td>2.299509</td>\n",
       "      <td>1.377181</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>-0.186964</td>\n",
       "      <td>-1.232431</td>\n",
       "      <td>0.139869</td>\n",
       "      <td>0.952462</td>\n",
       "      <td>-1.055639</td>\n",
       "      <td>-0.353686</td>\n",
       "      <td>-0.698110</td>\n",
       "      <td>1.669923</td>\n",
       "      <td>1.203485</td>\n",
       "      <td>1.689189</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>-0.271618</td>\n",
       "      <td>0.632454</td>\n",
       "      <td>-0.692895</td>\n",
       "      <td>-0.474178</td>\n",
       "      <td>-0.852387</td>\n",
       "      <td>0.475366</td>\n",
       "      <td>1.722619</td>\n",
       "      <td>1.609521</td>\n",
       "      <td>-1.179412</td>\n",
       "      <td>-0.771772</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>0.336548</td>\n",
       "      <td>-1.055089</td>\n",
       "      <td>-0.035348</td>\n",
       "      <td>0.126268</td>\n",
       "      <td>1.206608</td>\n",
       "      <td>-1.527168</td>\n",
       "      <td>0.595645</td>\n",
       "      <td>-0.792523</td>\n",
       "      <td>-1.459227</td>\n",
       "      <td>-0.984655</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>-1.194458</td>\n",
       "      <td>-1.096875</td>\n",
       "      <td>-1.020724</td>\n",
       "      <td>0.822066</td>\n",
       "      <td>-2.217591</td>\n",
       "      <td>-1.168178</td>\n",
       "      <td>1.386591</td>\n",
       "      <td>0.324036</td>\n",
       "      <td>1.434089</td>\n",
       "      <td>0.872153</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>0.019287</td>\n",
       "      <td>-0.487633</td>\n",
       "      <td>0.248061</td>\n",
       "      <td>-1.436254</td>\n",
       "      <td>0.007363</td>\n",
       "      <td>-1.478547</td>\n",
       "      <td>-0.729670</td>\n",
       "      <td>0.716589</td>\n",
       "      <td>0.733484</td>\n",
       "      <td>0.693923</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>-0.030056</td>\n",
       "      <td>-1.190917</td>\n",
       "      <td>0.583496</td>\n",
       "      <td>0.678728</td>\n",
       "      <td>0.505558</td>\n",
       "      <td>0.436236</td>\n",
       "      <td>-1.825646</td>\n",
       "      <td>-1.134020</td>\n",
       "      <td>2.026463</td>\n",
       "      <td>-0.929136</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>-1.679456</td>\n",
       "      <td>0.473145</td>\n",
       "      <td>-1.402509</td>\n",
       "      <td>-0.702911</td>\n",
       "      <td>-1.755438</td>\n",
       "      <td>-0.695149</td>\n",
       "      <td>1.849824</td>\n",
       "      <td>0.466431</td>\n",
       "      <td>2.123129</td>\n",
       "      <td>-0.237807</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>-0.504173</td>\n",
       "      <td>-0.368619</td>\n",
       "      <td>-0.456621</td>\n",
       "      <td>0.807046</td>\n",
       "      <td>-0.348157</td>\n",
       "      <td>-0.074927</td>\n",
       "      <td>0.664007</td>\n",
       "      <td>0.283053</td>\n",
       "      <td>0.521091</td>\n",
       "      <td>1.119688</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>0.307142</td>\n",
       "      <td>0.746611</td>\n",
       "      <td>0.450130</td>\n",
       "      <td>0.325578</td>\n",
       "      <td>-0.124286</td>\n",
       "      <td>-0.211384</td>\n",
       "      <td>-0.929696</td>\n",
       "      <td>-0.852225</td>\n",
       "      <td>0.244385</td>\n",
       "      <td>2.275825</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>0.216352</td>\n",
       "      <td>-1.443855</td>\n",
       "      <td>0.086330</td>\n",
       "      <td>-2.296181</td>\n",
       "      <td>0.000528</td>\n",
       "      <td>0.601207</td>\n",
       "      <td>0.049846</td>\n",
       "      <td>-1.220712</td>\n",
       "      <td>-0.581761</td>\n",
       "      <td>-0.550537</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>1.231133</td>\n",
       "      <td>0.618886</td>\n",
       "      <td>0.361460</td>\n",
       "      <td>1.638360</td>\n",
       "      <td>0.891304</td>\n",
       "      <td>0.004230</td>\n",
       "      <td>0.680056</td>\n",
       "      <td>0.311653</td>\n",
       "      <td>-3.734541</td>\n",
       "      <td>0.381310</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>0.430245</td>\n",
       "      <td>1.040431</td>\n",
       "      <td>0.527723</td>\n",
       "      <td>-1.955049</td>\n",
       "      <td>-0.200639</td>\n",
       "      <td>0.367510</td>\n",
       "      <td>-0.988292</td>\n",
       "      <td>0.213809</td>\n",
       "      <td>0.006394</td>\n",
       "      <td>-0.368939</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>0.688401</td>\n",
       "      <td>-0.287448</td>\n",
       "      <td>0.578995</td>\n",
       "      <td>0.287329</td>\n",
       "      <td>-2.084113</td>\n",
       "      <td>1.724697</td>\n",
       "      <td>-0.770796</td>\n",
       "      <td>-0.424236</td>\n",
       "      <td>-0.856821</td>\n",
       "      <td>-0.045512</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>0.964799</td>\n",
       "      <td>-0.066449</td>\n",
       "      <td>0.986768</td>\n",
       "      <td>-0.358079</td>\n",
       "      <td>0.997266</td>\n",
       "      <td>1.181890</td>\n",
       "      <td>-1.615679</td>\n",
       "      <td>-1.210161</td>\n",
       "      <td>-0.628077</td>\n",
       "      <td>1.227274</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>-0.887470</td>\n",
       "      <td>0.719169</td>\n",
       "      <td>-0.740590</td>\n",
       "      <td>1.819772</td>\n",
       "      <td>1.056725</td>\n",
       "      <td>0.966807</td>\n",
       "      <td>0.975868</td>\n",
       "      <td>0.648882</td>\n",
       "      <td>1.123663</td>\n",
       "      <td>-0.083089</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>-0.492673</td>\n",
       "      <td>-1.963289</td>\n",
       "      <td>-0.425961</td>\n",
       "      <td>0.460825</td>\n",
       "      <td>1.434310</td>\n",
       "      <td>0.284755</td>\n",
       "      <td>0.587032</td>\n",
       "      <td>-0.081067</td>\n",
       "      <td>0.575348</td>\n",
       "      <td>1.048400</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>0.425742</td>\n",
       "      <td>-0.488274</td>\n",
       "      <td>0.051839</td>\n",
       "      <td>0.633327</td>\n",
       "      <td>-2.704392</td>\n",
       "      <td>-0.629885</td>\n",
       "      <td>0.458611</td>\n",
       "      <td>-1.405563</td>\n",
       "      <td>-1.530485</td>\n",
       "      <td>0.022631</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>-1.286270</td>\n",
       "      <td>1.052211</td>\n",
       "      <td>-1.077663</td>\n",
       "      <td>0.097434</td>\n",
       "      <td>-1.875007</td>\n",
       "      <td>1.179989</td>\n",
       "      <td>1.427449</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>1.614631</td>\n",
       "      <td>-0.226942</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>-1.531799</td>\n",
       "      <td>-0.011515</td>\n",
       "      <td>-1.304977</td>\n",
       "      <td>1.030660</td>\n",
       "      <td>1.933360</td>\n",
       "      <td>0.256751</td>\n",
       "      <td>1.765913</td>\n",
       "      <td>-0.805992</td>\n",
       "      <td>1.852247</td>\n",
       "      <td>1.094799</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>-2.485476</td>\n",
       "      <td>-1.568144</td>\n",
       "      <td>-2.151353</td>\n",
       "      <td>0.457213</td>\n",
       "      <td>-0.591018</td>\n",
       "      <td>0.440060</td>\n",
       "      <td>2.968928</td>\n",
       "      <td>-0.762418</td>\n",
       "      <td>2.894620</td>\n",
       "      <td>-0.393382</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>0.315174</td>\n",
       "      <td>-0.039894</td>\n",
       "      <td>0.529094</td>\n",
       "      <td>-1.404240</td>\n",
       "      <td>-0.480648</td>\n",
       "      <td>2.539382</td>\n",
       "      <td>-1.159228</td>\n",
       "      <td>0.519359</td>\n",
       "      <td>0.470320</td>\n",
       "      <td>-0.134180</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1.411202</td>\n",
       "      <td>0.615771</td>\n",
       "      <td>1.356000</td>\n",
       "      <td>1.203884</td>\n",
       "      <td>-0.617652</td>\n",
       "      <td>-0.316073</td>\n",
       "      <td>-2.096499</td>\n",
       "      <td>-0.450189</td>\n",
       "      <td>-1.204033</td>\n",
       "      <td>-0.139446</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>-0.457499</td>\n",
       "      <td>-0.595535</td>\n",
       "      <td>-0.584344</td>\n",
       "      <td>0.900533</td>\n",
       "      <td>-0.762519</td>\n",
       "      <td>1.036303</td>\n",
       "      <td>1.121730</td>\n",
       "      <td>-0.401795</td>\n",
       "      <td>-0.082576</td>\n",
       "      <td>1.699436</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>0.973206</td>\n",
       "      <td>0.768207</td>\n",
       "      <td>0.838099</td>\n",
       "      <td>0.215397</td>\n",
       "      <td>0.141257</td>\n",
       "      <td>-2.130566</td>\n",
       "      <td>-1.149437</td>\n",
       "      <td>3.926238</td>\n",
       "      <td>-1.147388</td>\n",
       "      <td>0.508269</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>0.666045</td>\n",
       "      <td>-1.196789</td>\n",
       "      <td>0.513418</td>\n",
       "      <td>0.893698</td>\n",
       "      <td>-0.780199</td>\n",
       "      <td>1.330575</td>\n",
       "      <td>-0.602909</td>\n",
       "      <td>1.829620</td>\n",
       "      <td>-0.981822</td>\n",
       "      <td>0.892954</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>-1.369478</td>\n",
       "      <td>-1.050187</td>\n",
       "      <td>-1.179659</td>\n",
       "      <td>-0.972298</td>\n",
       "      <td>1.021635</td>\n",
       "      <td>1.436368</td>\n",
       "      <td>1.618386</td>\n",
       "      <td>-0.756004</td>\n",
       "      <td>1.613602</td>\n",
       "      <td>-0.450253</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>0.916356</td>\n",
       "      <td>-0.022300</td>\n",
       "      <td>0.751800</td>\n",
       "      <td>-0.688886</td>\n",
       "      <td>0.516947</td>\n",
       "      <td>-0.221513</td>\n",
       "      <td>-0.968245</td>\n",
       "      <td>0.765878</td>\n",
       "      <td>-1.202371</td>\n",
       "      <td>0.204759</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1.796387</td>\n",
       "      <td>1.041725</td>\n",
       "      <td>1.717776</td>\n",
       "      <td>0.583544</td>\n",
       "      <td>-0.863883</td>\n",
       "      <td>1.279465</td>\n",
       "      <td>-2.643259</td>\n",
       "      <td>0.579857</td>\n",
       "      <td>-1.559925</td>\n",
       "      <td>-0.129517</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>0.681272</td>\n",
       "      <td>-0.144879</td>\n",
       "      <td>0.724674</td>\n",
       "      <td>0.043041</td>\n",
       "      <td>0.135859</td>\n",
       "      <td>-0.052505</td>\n",
       "      <td>-1.226054</td>\n",
       "      <td>-0.190446</td>\n",
       "      <td>-0.352381</td>\n",
       "      <td>1.022841</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>0.067224</td>\n",
       "      <td>-0.503570</td>\n",
       "      <td>0.277048</td>\n",
       "      <td>-0.150614</td>\n",
       "      <td>0.794600</td>\n",
       "      <td>0.973622</td>\n",
       "      <td>-0.748737</td>\n",
       "      <td>-1.128063</td>\n",
       "      <td>0.636795</td>\n",
       "      <td>-0.766121</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>-0.079389</td>\n",
       "      <td>0.346117</td>\n",
       "      <td>-0.071034</td>\n",
       "      <td>0.492014</td>\n",
       "      <td>-1.941568</td>\n",
       "      <td>-2.384906</td>\n",
       "      <td>0.101909</td>\n",
       "      <td>0.158095</td>\n",
       "      <td>0.084887</td>\n",
       "      <td>2.064220</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>-0.201416</td>\n",
       "      <td>1.652913</td>\n",
       "      <td>-0.171343</td>\n",
       "      <td>2.077778</td>\n",
       "      <td>0.326995</td>\n",
       "      <td>-0.835125</td>\n",
       "      <td>0.231442</td>\n",
       "      <td>-0.503650</td>\n",
       "      <td>0.244362</td>\n",
       "      <td>-0.033025</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>0.595342</td>\n",
       "      <td>-0.062648</td>\n",
       "      <td>0.043324</td>\n",
       "      <td>0.241240</td>\n",
       "      <td>-0.845673</td>\n",
       "      <td>-0.014099</td>\n",
       "      <td>0.730380</td>\n",
       "      <td>0.797995</td>\n",
       "      <td>-2.235465</td>\n",
       "      <td>0.084505</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>-1.490927</td>\n",
       "      <td>1.277857</td>\n",
       "      <td>-1.277857</td>\n",
       "      <td>0.570487</td>\n",
       "      <td>-0.172375</td>\n",
       "      <td>0.714732</td>\n",
       "      <td>1.742310</td>\n",
       "      <td>1.498012</td>\n",
       "      <td>1.777667</td>\n",
       "      <td>0.101723</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>-0.555419</td>\n",
       "      <td>-0.653463</td>\n",
       "      <td>-0.038722</td>\n",
       "      <td>-0.386542</td>\n",
       "      <td>-0.657135</td>\n",
       "      <td>-0.697719</td>\n",
       "      <td>-0.686584</td>\n",
       "      <td>0.208323</td>\n",
       "      <td>2.091100</td>\n",
       "      <td>-0.635541</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>-0.447236</td>\n",
       "      <td>1.505062</td>\n",
       "      <td>-0.364521</td>\n",
       "      <td>-1.080003</td>\n",
       "      <td>-0.807651</td>\n",
       "      <td>-0.391570</td>\n",
       "      <td>0.465225</td>\n",
       "      <td>1.495030</td>\n",
       "      <td>0.594676</td>\n",
       "      <td>0.162797</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>-0.243822</td>\n",
       "      <td>-0.580016</td>\n",
       "      <td>-0.786531</td>\n",
       "      <td>-1.156416</td>\n",
       "      <td>0.843105</td>\n",
       "      <td>1.162839</td>\n",
       "      <td>2.048879</td>\n",
       "      <td>0.417681</td>\n",
       "      <td>-1.596332</td>\n",
       "      <td>0.850079</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>-0.283515</td>\n",
       "      <td>-0.073107</td>\n",
       "      <td>-0.276476</td>\n",
       "      <td>-0.790771</td>\n",
       "      <td>0.176484</td>\n",
       "      <td>0.451226</td>\n",
       "      <td>0.433568</td>\n",
       "      <td>-0.403380</td>\n",
       "      <td>0.228655</td>\n",
       "      <td>1.015937</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>0.004448</td>\n",
       "      <td>-1.216897</td>\n",
       "      <td>0.320149</td>\n",
       "      <td>1.363377</td>\n",
       "      <td>1.618788</td>\n",
       "      <td>0.415827</td>\n",
       "      <td>-0.971344</td>\n",
       "      <td>0.910418</td>\n",
       "      <td>1.028267</td>\n",
       "      <td>-0.605156</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>0.651313</td>\n",
       "      <td>1.186735</td>\n",
       "      <td>0.540221</td>\n",
       "      <td>1.436335</td>\n",
       "      <td>-0.881068</td>\n",
       "      <td>-0.712221</td>\n",
       "      <td>-0.706117</td>\n",
       "      <td>0.046003</td>\n",
       "      <td>-0.835428</td>\n",
       "      <td>-0.238110</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>-0.148546</td>\n",
       "      <td>-0.553090</td>\n",
       "      <td>-0.320342</td>\n",
       "      <td>0.695864</td>\n",
       "      <td>0.226684</td>\n",
       "      <td>-0.561558</td>\n",
       "      <td>0.763122</td>\n",
       "      <td>-0.272545</td>\n",
       "      <td>-0.453555</td>\n",
       "      <td>1.173442</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>-0.987879</td>\n",
       "      <td>1.260850</td>\n",
       "      <td>-0.849832</td>\n",
       "      <td>0.616664</td>\n",
       "      <td>-1.485186</td>\n",
       "      <td>-2.049474</td>\n",
       "      <td>1.164010</td>\n",
       "      <td>-0.440275</td>\n",
       "      <td>1.167638</td>\n",
       "      <td>0.087974</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>0.278899</td>\n",
       "      <td>-0.390409</td>\n",
       "      <td>0.245061</td>\n",
       "      <td>0.516144</td>\n",
       "      <td>0.592330</td>\n",
       "      <td>0.099314</td>\n",
       "      <td>-0.344310</td>\n",
       "      <td>-0.611177</td>\n",
       "      <td>-0.312868</td>\n",
       "      <td>-0.652528</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>0.711690</td>\n",
       "      <td>-0.110813</td>\n",
       "      <td>-0.137354</td>\n",
       "      <td>-0.388243</td>\n",
       "      <td>1.070365</td>\n",
       "      <td>1.271892</td>\n",
       "      <td>1.450801</td>\n",
       "      <td>0.337958</td>\n",
       "      <td>-3.290340</td>\n",
       "      <td>-0.055920</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>-0.731255</td>\n",
       "      <td>-0.781156</td>\n",
       "      <td>-0.421752</td>\n",
       "      <td>-0.259800</td>\n",
       "      <td>-0.678643</td>\n",
       "      <td>-0.318238</td>\n",
       "      <td>0.228452</td>\n",
       "      <td>0.802128</td>\n",
       "      <td>1.541684</td>\n",
       "      <td>1.598538</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>1.777649</td>\n",
       "      <td>-0.627734</td>\n",
       "      <td>1.702899</td>\n",
       "      <td>-0.288039</td>\n",
       "      <td>-0.330120</td>\n",
       "      <td>-0.211667</td>\n",
       "      <td>-2.624974</td>\n",
       "      <td>-2.487809</td>\n",
       "      <td>-1.533720</td>\n",
       "      <td>1.418531</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>0.250615</td>\n",
       "      <td>-1.964536</td>\n",
       "      <td>0.200816</td>\n",
       "      <td>-1.481146</td>\n",
       "      <td>-1.423958</td>\n",
       "      <td>0.178529</td>\n",
       "      <td>-0.250165</td>\n",
       "      <td>-0.543607</td>\n",
       "      <td>-0.344499</td>\n",
       "      <td>-0.002369</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>-1.234970</td>\n",
       "      <td>-0.558796</td>\n",
       "      <td>-1.064669</td>\n",
       "      <td>-0.312072</td>\n",
       "      <td>-0.225493</td>\n",
       "      <td>0.295512</td>\n",
       "      <td>1.462101</td>\n",
       "      <td>-0.627421</td>\n",
       "      <td>1.452261</td>\n",
       "      <td>-0.337815</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>0.152522</td>\n",
       "      <td>0.915390</td>\n",
       "      <td>0.010154</td>\n",
       "      <td>-0.549540</td>\n",
       "      <td>-0.080600</td>\n",
       "      <td>-0.833056</td>\n",
       "      <td>0.190004</td>\n",
       "      <td>-0.635558</td>\n",
       "      <td>-0.575798</td>\n",
       "      <td>-0.116766</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>-0.057301</td>\n",
       "      <td>-2.386930</td>\n",
       "      <td>-0.463602</td>\n",
       "      <td>-0.495878</td>\n",
       "      <td>1.284096</td>\n",
       "      <td>-2.426392</td>\n",
       "      <td>1.332885</td>\n",
       "      <td>-1.565648</td>\n",
       "      <td>-1.285946</td>\n",
       "      <td>1.097300</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>0.018879</td>\n",
       "      <td>0.018017</td>\n",
       "      <td>-0.146906</td>\n",
       "      <td>0.472630</td>\n",
       "      <td>-0.863494</td>\n",
       "      <td>-0.031203</td>\n",
       "      <td>0.476032</td>\n",
       "      <td>0.592567</td>\n",
       "      <td>-0.555364</td>\n",
       "      <td>-1.366858</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>-0.244908</td>\n",
       "      <td>1.106232</td>\n",
       "      <td>-0.230848</td>\n",
       "      <td>0.200699</td>\n",
       "      <td>0.552905</td>\n",
       "      <td>-0.936592</td>\n",
       "      <td>0.350155</td>\n",
       "      <td>-0.344477</td>\n",
       "      <td>0.223593</td>\n",
       "      <td>0.257253</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>-0.010679</td>\n",
       "      <td>-2.036221</td>\n",
       "      <td>-0.495645</td>\n",
       "      <td>0.047493</td>\n",
       "      <td>-0.940399</td>\n",
       "      <td>-0.560761</td>\n",
       "      <td>1.498309</td>\n",
       "      <td>-1.672894</td>\n",
       "      <td>-1.576788</td>\n",
       "      <td>-0.249072</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>0.913085</td>\n",
       "      <td>0.886887</td>\n",
       "      <td>0.789185</td>\n",
       "      <td>-0.420762</td>\n",
       "      <td>-1.252393</td>\n",
       "      <td>0.363632</td>\n",
       "      <td>-1.087164</td>\n",
       "      <td>0.198948</td>\n",
       "      <td>-1.067164</td>\n",
       "      <td>-2.604214</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>-0.005486</td>\n",
       "      <td>-1.137033</td>\n",
       "      <td>0.167674</td>\n",
       "      <td>-0.821815</td>\n",
       "      <td>0.491446</td>\n",
       "      <td>-0.229081</td>\n",
       "      <td>-0.520053</td>\n",
       "      <td>0.137662</td>\n",
       "      <td>0.569746</td>\n",
       "      <td>1.302590</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>-0.140320</td>\n",
       "      <td>0.745361</td>\n",
       "      <td>0.066659</td>\n",
       "      <td>0.093523</td>\n",
       "      <td>0.264255</td>\n",
       "      <td>-0.040334</td>\n",
       "      <td>-0.406922</td>\n",
       "      <td>-0.871193</td>\n",
       "      <td>0.778049</td>\n",
       "      <td>-0.162704</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>-0.772784</td>\n",
       "      <td>0.951306</td>\n",
       "      <td>-1.355274</td>\n",
       "      <td>0.526898</td>\n",
       "      <td>-0.082715</td>\n",
       "      <td>0.243092</td>\n",
       "      <td>3.019403</td>\n",
       "      <td>-0.198196</td>\n",
       "      <td>-1.342604</td>\n",
       "      <td>-0.190872</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>-0.178144</td>\n",
       "      <td>-0.062640</td>\n",
       "      <td>-0.134687</td>\n",
       "      <td>0.243123</td>\n",
       "      <td>1.351073</td>\n",
       "      <td>0.886191</td>\n",
       "      <td>0.153210</td>\n",
       "      <td>1.356583</td>\n",
       "      <td>0.271213</td>\n",
       "      <td>-0.294243</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>0.645054</td>\n",
       "      <td>-0.785986</td>\n",
       "      <td>0.499378</td>\n",
       "      <td>-1.381045</td>\n",
       "      <td>1.072978</td>\n",
       "      <td>2.363872</td>\n",
       "      <td>-0.590446</td>\n",
       "      <td>0.721563</td>\n",
       "      <td>-0.943884</td>\n",
       "      <td>0.303819</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>-1.171285</td>\n",
       "      <td>-0.636224</td>\n",
       "      <td>-0.997542</td>\n",
       "      <td>-0.565060</td>\n",
       "      <td>-0.578113</td>\n",
       "      <td>-0.258009</td>\n",
       "      <td>1.349370</td>\n",
       "      <td>-0.850884</td>\n",
       "      <td>1.417308</td>\n",
       "      <td>1.871074</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>1.473290</td>\n",
       "      <td>0.473472</td>\n",
       "      <td>1.442895</td>\n",
       "      <td>-0.267641</td>\n",
       "      <td>0.951550</td>\n",
       "      <td>-1.021162</td>\n",
       "      <td>-2.271921</td>\n",
       "      <td>-2.127227</td>\n",
       "      <td>-1.168019</td>\n",
       "      <td>0.846771</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>-0.670562</td>\n",
       "      <td>0.689164</td>\n",
       "      <td>-0.151021</td>\n",
       "      <td>-0.683634</td>\n",
       "      <td>-0.257620</td>\n",
       "      <td>-0.069633</td>\n",
       "      <td>-0.510457</td>\n",
       "      <td>-0.014270</td>\n",
       "      <td>2.183918</td>\n",
       "      <td>-0.273729</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>0.074968</td>\n",
       "      <td>1.784775</td>\n",
       "      <td>0.301462</td>\n",
       "      <td>0.013450</td>\n",
       "      <td>-0.513901</td>\n",
       "      <td>-1.198951</td>\n",
       "      <td>-0.812081</td>\n",
       "      <td>-0.928792</td>\n",
       "      <td>0.685644</td>\n",
       "      <td>-0.224853</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>0.320887</td>\n",
       "      <td>-2.211862</td>\n",
       "      <td>0.162401</td>\n",
       "      <td>1.533434</td>\n",
       "      <td>-0.180392</td>\n",
       "      <td>1.372848</td>\n",
       "      <td>-0.031007</td>\n",
       "      <td>-0.266652</td>\n",
       "      <td>-0.750591</td>\n",
       "      <td>-1.423957</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>-0.693305</td>\n",
       "      <td>-0.738057</td>\n",
       "      <td>-1.309637</td>\n",
       "      <td>0.181251</td>\n",
       "      <td>-0.104343</td>\n",
       "      <td>0.393307</td>\n",
       "      <td>2.995192</td>\n",
       "      <td>0.194842</td>\n",
       "      <td>-1.510828</td>\n",
       "      <td>0.460272</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>0.392609</td>\n",
       "      <td>1.178253</td>\n",
       "      <td>0.327019</td>\n",
       "      <td>0.408136</td>\n",
       "      <td>0.474633</td>\n",
       "      <td>0.707592</td>\n",
       "      <td>-0.429847</td>\n",
       "      <td>-0.473645</td>\n",
       "      <td>-0.499097</td>\n",
       "      <td>-1.375634</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>0.035071</td>\n",
       "      <td>-0.298820</td>\n",
       "      <td>0.296036</td>\n",
       "      <td>-0.358244</td>\n",
       "      <td>-1.430831</td>\n",
       "      <td>-0.476554</td>\n",
       "      <td>-0.853323</td>\n",
       "      <td>-1.097144</td>\n",
       "      <td>0.827214</td>\n",
       "      <td>-0.552261</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>0.871627</td>\n",
       "      <td>1.370536</td>\n",
       "      <td>0.754433</td>\n",
       "      <td>0.695203</td>\n",
       "      <td>-1.050141</td>\n",
       "      <td>0.757495</td>\n",
       "      <td>-1.041103</td>\n",
       "      <td>-0.987873</td>\n",
       "      <td>-1.015179</td>\n",
       "      <td>0.283751</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>0.132227</td>\n",
       "      <td>-1.187765</td>\n",
       "      <td>0.381605</td>\n",
       "      <td>-0.397323</td>\n",
       "      <td>-1.892762</td>\n",
       "      <td>0.311491</td>\n",
       "      <td>-0.973878</td>\n",
       "      <td>0.091094</td>\n",
       "      <td>0.718880</td>\n",
       "      <td>0.534365</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>0.413875</td>\n",
       "      <td>1.378467</td>\n",
       "      <td>0.484566</td>\n",
       "      <td>-0.671512</td>\n",
       "      <td>1.010275</td>\n",
       "      <td>-0.044361</td>\n",
       "      <td>-0.880206</td>\n",
       "      <td>-0.922413</td>\n",
       "      <td>-0.069252</td>\n",
       "      <td>-0.054778</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>-0.950050</td>\n",
       "      <td>2.865212</td>\n",
       "      <td>-0.838205</td>\n",
       "      <td>-0.901993</td>\n",
       "      <td>1.526813</td>\n",
       "      <td>1.902558</td>\n",
       "      <td>1.183315</td>\n",
       "      <td>-0.354206</td>\n",
       "      <td>1.054590</td>\n",
       "      <td>2.824220</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>-0.080495</td>\n",
       "      <td>-0.367785</td>\n",
       "      <td>-0.101753</td>\n",
       "      <td>0.702533</td>\n",
       "      <td>-1.838519</td>\n",
       "      <td>0.898117</td>\n",
       "      <td>0.194127</td>\n",
       "      <td>1.171168</td>\n",
       "      <td>-0.011066</td>\n",
       "      <td>-1.332448</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>0.306579</td>\n",
       "      <td>-0.113128</td>\n",
       "      <td>-0.238001</td>\n",
       "      <td>-1.299216</td>\n",
       "      <td>0.640543</td>\n",
       "      <td>0.123078</td>\n",
       "      <td>1.171153</td>\n",
       "      <td>-0.756764</td>\n",
       "      <td>-2.001699</td>\n",
       "      <td>0.232787</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>0.317657</td>\n",
       "      <td>1.105900</td>\n",
       "      <td>0.184007</td>\n",
       "      <td>-0.563947</td>\n",
       "      <td>0.212574</td>\n",
       "      <td>1.026986</td>\n",
       "      <td>-0.101677</td>\n",
       "      <td>0.078143</td>\n",
       "      <td>-0.667100</td>\n",
       "      <td>-0.816217</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>0.785848</td>\n",
       "      <td>-0.359769</td>\n",
       "      <td>0.693431</td>\n",
       "      <td>-1.326048</td>\n",
       "      <td>1.117399</td>\n",
       "      <td>1.448499</td>\n",
       "      <td>-0.979093</td>\n",
       "      <td>0.260281</td>\n",
       "      <td>-0.872002</td>\n",
       "      <td>-0.413465</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>0.070427</td>\n",
       "      <td>-0.411025</td>\n",
       "      <td>0.489829</td>\n",
       "      <td>1.021623</td>\n",
       "      <td>-0.711462</td>\n",
       "      <td>-0.384457</td>\n",
       "      <td>-1.393965</td>\n",
       "      <td>2.082660</td>\n",
       "      <td>1.319227</td>\n",
       "      <td>-0.378760</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>0.578043</td>\n",
       "      <td>-0.593811</td>\n",
       "      <td>0.466445</td>\n",
       "      <td>-0.165631</td>\n",
       "      <td>0.428317</td>\n",
       "      <td>0.077156</td>\n",
       "      <td>-0.586970</td>\n",
       "      <td>-2.128734</td>\n",
       "      <td>-0.783928</td>\n",
       "      <td>0.078577</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>-0.158370</td>\n",
       "      <td>-0.454548</td>\n",
       "      <td>-0.324968</td>\n",
       "      <td>-0.218653</td>\n",
       "      <td>-0.411823</td>\n",
       "      <td>0.131928</td>\n",
       "      <td>0.763016</td>\n",
       "      <td>-0.080878</td>\n",
       "      <td>-0.429449</td>\n",
       "      <td>-0.091400</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>1.674633</td>\n",
       "      <td>1.754933</td>\n",
       "      <td>1.586154</td>\n",
       "      <td>0.018402</td>\n",
       "      <td>-1.514470</td>\n",
       "      <td>0.321593</td>\n",
       "      <td>-2.417694</td>\n",
       "      <td>0.692723</td>\n",
       "      <td>-1.503850</td>\n",
       "      <td>0.225264</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>0.078301</td>\n",
       "      <td>-0.095112</td>\n",
       "      <td>0.292716</td>\n",
       "      <td>-0.333038</td>\n",
       "      <td>1.221295</td>\n",
       "      <td>0.133958</td>\n",
       "      <td>-0.780539</td>\n",
       "      <td>-1.547802</td>\n",
       "      <td>0.643761</td>\n",
       "      <td>-0.310391</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>0.129535</td>\n",
       "      <td>0.505337</td>\n",
       "      <td>0.285595</td>\n",
       "      <td>0.527839</td>\n",
       "      <td>-1.345335</td>\n",
       "      <td>-0.281164</td>\n",
       "      <td>-0.684549</td>\n",
       "      <td>-0.128263</td>\n",
       "      <td>0.415935</td>\n",
       "      <td>-1.899670</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>-0.101411</td>\n",
       "      <td>0.579347</td>\n",
       "      <td>0.229628</td>\n",
       "      <td>1.412027</td>\n",
       "      <td>-0.574083</td>\n",
       "      <td>-0.281125</td>\n",
       "      <td>-0.848274</td>\n",
       "      <td>0.098934</td>\n",
       "      <td>1.155166</td>\n",
       "      <td>-0.628144</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>0.437873</td>\n",
       "      <td>0.376410</td>\n",
       "      <td>0.290172</td>\n",
       "      <td>-0.902052</td>\n",
       "      <td>-1.553759</td>\n",
       "      <td>0.817890</td>\n",
       "      <td>-0.251719</td>\n",
       "      <td>1.125435</td>\n",
       "      <td>-0.800213</td>\n",
       "      <td>-0.869663</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>1.557920</td>\n",
       "      <td>-1.970104</td>\n",
       "      <td>1.454983</td>\n",
       "      <td>0.892597</td>\n",
       "      <td>-0.684630</td>\n",
       "      <td>0.790626</td>\n",
       "      <td>-2.186202</td>\n",
       "      <td>0.730764</td>\n",
       "      <td>-1.466428</td>\n",
       "      <td>-1.211172</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>-0.134261</td>\n",
       "      <td>-0.371858</td>\n",
       "      <td>-0.639494</td>\n",
       "      <td>-0.728462</td>\n",
       "      <td>-0.007045</td>\n",
       "      <td>-0.215610</td>\n",
       "      <td>1.758564</td>\n",
       "      <td>1.653617</td>\n",
       "      <td>-1.553358</td>\n",
       "      <td>0.319525</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>1.128338</td>\n",
       "      <td>-1.260165</td>\n",
       "      <td>1.001149</td>\n",
       "      <td>-0.616361</td>\n",
       "      <td>0.020886</td>\n",
       "      <td>0.230701</td>\n",
       "      <td>-1.422620</td>\n",
       "      <td>-0.317715</td>\n",
       "      <td>-1.234050</td>\n",
       "      <td>-0.375196</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>-0.489240</td>\n",
       "      <td>-1.407293</td>\n",
       "      <td>-0.467083</td>\n",
       "      <td>-1.298104</td>\n",
       "      <td>-0.956059</td>\n",
       "      <td>2.317637</td>\n",
       "      <td>0.717601</td>\n",
       "      <td>0.713266</td>\n",
       "      <td>0.427282</td>\n",
       "      <td>1.314227</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>0.523434</td>\n",
       "      <td>-0.526248</td>\n",
       "      <td>0.391039</td>\n",
       "      <td>1.388338</td>\n",
       "      <td>-2.747505</td>\n",
       "      <td>-0.499730</td>\n",
       "      <td>-0.435797</td>\n",
       "      <td>0.382989</td>\n",
       "      <td>-0.812270</td>\n",
       "      <td>-0.385022</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>-0.068122</td>\n",
       "      <td>1.255404</td>\n",
       "      <td>-0.250150</td>\n",
       "      <td>0.945870</td>\n",
       "      <td>1.369701</td>\n",
       "      <td>-1.086055</td>\n",
       "      <td>0.665287</td>\n",
       "      <td>-1.132785</td>\n",
       "      <td>-0.545329</td>\n",
       "      <td>-0.900590</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>-1.275167</td>\n",
       "      <td>0.470483</td>\n",
       "      <td>-1.100872</td>\n",
       "      <td>1.972344</td>\n",
       "      <td>-0.393438</td>\n",
       "      <td>-1.909197</td>\n",
       "      <td>1.514423</td>\n",
       "      <td>0.609136</td>\n",
       "      <td>1.494467</td>\n",
       "      <td>0.464251</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>-0.121699</td>\n",
       "      <td>0.496874</td>\n",
       "      <td>-0.890190</td>\n",
       "      <td>1.069771</td>\n",
       "      <td>-0.622035</td>\n",
       "      <td>0.582738</td>\n",
       "      <td>2.542436</td>\n",
       "      <td>-2.316144</td>\n",
       "      <td>-2.422615</td>\n",
       "      <td>-1.199698</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>1.155507</td>\n",
       "      <td>0.876047</td>\n",
       "      <td>1.088078</td>\n",
       "      <td>1.472671</td>\n",
       "      <td>-0.889241</td>\n",
       "      <td>0.955301</td>\n",
       "      <td>-1.648743</td>\n",
       "      <td>-0.229549</td>\n",
       "      <td>-1.058507</td>\n",
       "      <td>-0.603981</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>1.141275</td>\n",
       "      <td>0.012499</td>\n",
       "      <td>1.034146</td>\n",
       "      <td>2.868403</td>\n",
       "      <td>0.184710</td>\n",
       "      <td>0.937916</td>\n",
       "      <td>-1.504650</td>\n",
       "      <td>1.058729</td>\n",
       "      <td>-1.177895</td>\n",
       "      <td>-1.668599</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>1.726785</td>\n",
       "      <td>1.419603</td>\n",
       "      <td>1.641213</td>\n",
       "      <td>-0.600424</td>\n",
       "      <td>-0.649373</td>\n",
       "      <td>1.321304</td>\n",
       "      <td>-2.510283</td>\n",
       "      <td>1.007514</td>\n",
       "      <td>-1.532182</td>\n",
       "      <td>-1.866540</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>0.655538</td>\n",
       "      <td>-2.562334</td>\n",
       "      <td>0.561221</td>\n",
       "      <td>-0.191028</td>\n",
       "      <td>-0.228600</td>\n",
       "      <td>-0.994349</td>\n",
       "      <td>-0.764132</td>\n",
       "      <td>0.784604</td>\n",
       "      <td>-0.783685</td>\n",
       "      <td>2.412615</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>-0.014407</td>\n",
       "      <td>-0.853823</td>\n",
       "      <td>-0.018800</td>\n",
       "      <td>-0.643183</td>\n",
       "      <td>0.688205</td>\n",
       "      <td>-0.443607</td>\n",
       "      <td>0.036542</td>\n",
       "      <td>-0.629038</td>\n",
       "      <td>-0.003902</td>\n",
       "      <td>0.698953</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>0.961895</td>\n",
       "      <td>-0.133003</td>\n",
       "      <td>0.786406</td>\n",
       "      <td>-1.320892</td>\n",
       "      <td>0.218389</td>\n",
       "      <td>1.288863</td>\n",
       "      <td>-1.007950</td>\n",
       "      <td>-0.469764</td>\n",
       "      <td>-1.271123</td>\n",
       "      <td>2.143007</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>1.601908</td>\n",
       "      <td>0.466671</td>\n",
       "      <td>1.529274</td>\n",
       "      <td>1.521006</td>\n",
       "      <td>1.205995</td>\n",
       "      <td>0.777407</td>\n",
       "      <td>-2.349359</td>\n",
       "      <td>1.747363</td>\n",
       "      <td>-1.399324</td>\n",
       "      <td>-0.948917</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>0.332901</td>\n",
       "      <td>0.438476</td>\n",
       "      <td>0.158053</td>\n",
       "      <td>0.019617</td>\n",
       "      <td>0.715381</td>\n",
       "      <td>0.718186</td>\n",
       "      <td>-0.000319</td>\n",
       "      <td>0.591814</td>\n",
       "      <td>-0.812763</td>\n",
       "      <td>0.672861</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>-1.261565</td>\n",
       "      <td>0.202383</td>\n",
       "      <td>-1.124518</td>\n",
       "      <td>-1.556951</td>\n",
       "      <td>-0.326536</td>\n",
       "      <td>-1.170925</td>\n",
       "      <td>1.606351</td>\n",
       "      <td>-1.422877</td>\n",
       "      <td>1.362901</td>\n",
       "      <td>0.039714</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>0.093964</td>\n",
       "      <td>1.009472</td>\n",
       "      <td>-0.109294</td>\n",
       "      <td>-0.844941</td>\n",
       "      <td>-1.415267</td>\n",
       "      <td>0.218534</td>\n",
       "      <td>0.469963</td>\n",
       "      <td>-0.091845</td>\n",
       "      <td>-0.732267</td>\n",
       "      <td>-1.499016</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>0.585491</td>\n",
       "      <td>-0.342549</td>\n",
       "      <td>0.433619</td>\n",
       "      <td>0.170464</td>\n",
       "      <td>0.058984</td>\n",
       "      <td>0.446873</td>\n",
       "      <td>-0.475918</td>\n",
       "      <td>-0.206611</td>\n",
       "      <td>-0.920923</td>\n",
       "      <td>-0.962733</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>0.708144</td>\n",
       "      <td>-1.244543</td>\n",
       "      <td>-0.054811</td>\n",
       "      <td>0.232868</td>\n",
       "      <td>3.076860</td>\n",
       "      <td>1.360116</td>\n",
       "      <td>1.193560</td>\n",
       "      <td>-1.014480</td>\n",
       "      <td>-3.006486</td>\n",
       "      <td>-0.608006</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>-0.989429</td>\n",
       "      <td>-0.824612</td>\n",
       "      <td>-0.811702</td>\n",
       "      <td>-1.058800</td>\n",
       "      <td>0.122243</td>\n",
       "      <td>-0.418963</td>\n",
       "      <td>1.045306</td>\n",
       "      <td>1.121499</td>\n",
       "      <td>1.298411</td>\n",
       "      <td>-0.715513</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>-0.403191</td>\n",
       "      <td>-1.056031</td>\n",
       "      <td>0.146731</td>\n",
       "      <td>-0.256945</td>\n",
       "      <td>1.807609</td>\n",
       "      <td>0.506158</td>\n",
       "      <td>-1.032397</td>\n",
       "      <td>2.068226</td>\n",
       "      <td>2.089234</td>\n",
       "      <td>0.307832</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>0.485242</td>\n",
       "      <td>1.764914</td>\n",
       "      <td>0.367557</td>\n",
       "      <td>2.792209</td>\n",
       "      <td>-1.513831</td>\n",
       "      <td>0.630876</td>\n",
       "      <td>-0.419425</td>\n",
       "      <td>0.788204</td>\n",
       "      <td>-0.736500</td>\n",
       "      <td>0.091168</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>-1.194922</td>\n",
       "      <td>-0.012044</td>\n",
       "      <td>-1.050122</td>\n",
       "      <td>-1.120768</td>\n",
       "      <td>-0.204130</td>\n",
       "      <td>3.117681</td>\n",
       "      <td>1.475707</td>\n",
       "      <td>-0.050801</td>\n",
       "      <td>1.339888</td>\n",
       "      <td>-0.057397</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>0.019328</td>\n",
       "      <td>-0.665422</td>\n",
       "      <td>-0.373470</td>\n",
       "      <td>0.721903</td>\n",
       "      <td>-1.497258</td>\n",
       "      <td>1.280940</td>\n",
       "      <td>1.168649</td>\n",
       "      <td>0.668840</td>\n",
       "      <td>-1.297413</td>\n",
       "      <td>-1.269999</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>-0.347435</td>\n",
       "      <td>0.252569</td>\n",
       "      <td>-0.501972</td>\n",
       "      <td>1.384532</td>\n",
       "      <td>-1.776012</td>\n",
       "      <td>1.063941</td>\n",
       "      <td>1.029643</td>\n",
       "      <td>1.101323</td>\n",
       "      <td>-0.252893</td>\n",
       "      <td>0.444198</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>-0.217803</td>\n",
       "      <td>-0.995148</td>\n",
       "      <td>-0.729575</td>\n",
       "      <td>-0.181503</td>\n",
       "      <td>0.321679</td>\n",
       "      <td>0.168060</td>\n",
       "      <td>1.912629</td>\n",
       "      <td>0.178477</td>\n",
       "      <td>-1.514123</td>\n",
       "      <td>-2.177065</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>0.112550</td>\n",
       "      <td>-1.197966</td>\n",
       "      <td>-0.217255</td>\n",
       "      <td>0.887080</td>\n",
       "      <td>0.389605</td>\n",
       "      <td>-2.220421</td>\n",
       "      <td>0.826626</td>\n",
       "      <td>-0.147205</td>\n",
       "      <td>-1.159215</td>\n",
       "      <td>0.286774</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>0.006773</td>\n",
       "      <td>0.319965</td>\n",
       "      <td>0.307913</td>\n",
       "      <td>-1.406943</td>\n",
       "      <td>-1.349773</td>\n",
       "      <td>1.768169</td>\n",
       "      <td>-0.930601</td>\n",
       "      <td>0.110886</td>\n",
       "      <td>0.979001</td>\n",
       "      <td>-0.441849</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>0.046077</td>\n",
       "      <td>-1.114081</td>\n",
       "      <td>0.190262</td>\n",
       "      <td>-0.630931</td>\n",
       "      <td>0.467950</td>\n",
       "      <td>-1.170281</td>\n",
       "      <td>-0.514322</td>\n",
       "      <td>-0.547996</td>\n",
       "      <td>0.437673</td>\n",
       "      <td>-0.942060</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>-1.829756</td>\n",
       "      <td>0.016125</td>\n",
       "      <td>-1.544096</td>\n",
       "      <td>0.143306</td>\n",
       "      <td>0.715174</td>\n",
       "      <td>-0.051119</td>\n",
       "      <td>2.064455</td>\n",
       "      <td>-0.925392</td>\n",
       "      <td>2.260628</td>\n",
       "      <td>-0.515905</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>0.659397</td>\n",
       "      <td>0.216776</td>\n",
       "      <td>0.543955</td>\n",
       "      <td>-1.097303</td>\n",
       "      <td>1.476934</td>\n",
       "      <td>-1.167780</td>\n",
       "      <td>-0.705809</td>\n",
       "      <td>-0.837262</td>\n",
       "      <td>-0.855502</td>\n",
       "      <td>-0.588867</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>-0.271394</td>\n",
       "      <td>-0.365241</td>\n",
       "      <td>-0.023510</td>\n",
       "      <td>-1.671170</td>\n",
       "      <td>1.223949</td>\n",
       "      <td>-0.197620</td>\n",
       "      <td>-0.321469</td>\n",
       "      <td>0.468978</td>\n",
       "      <td>1.006780</td>\n",
       "      <td>2.035874</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>0.496820</td>\n",
       "      <td>1.039112</td>\n",
       "      <td>0.331740</td>\n",
       "      <td>-0.075764</td>\n",
       "      <td>0.622207</td>\n",
       "      <td>-1.138833</td>\n",
       "      <td>-0.293255</td>\n",
       "      <td>-1.071857</td>\n",
       "      <td>-0.899756</td>\n",
       "      <td>0.670481</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>-0.319070</td>\n",
       "      <td>0.919872</td>\n",
       "      <td>0.128477</td>\n",
       "      <td>1.018923</td>\n",
       "      <td>0.113456</td>\n",
       "      <td>0.185838</td>\n",
       "      <td>-0.854750</td>\n",
       "      <td>-0.616143</td>\n",
       "      <td>1.693724</td>\n",
       "      <td>-0.594211</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>0.395139</td>\n",
       "      <td>2.095844</td>\n",
       "      <td>0.291220</td>\n",
       "      <td>1.594442</td>\n",
       "      <td>-0.103431</td>\n",
       "      <td>-1.239053</td>\n",
       "      <td>-0.316846</td>\n",
       "      <td>-0.812402</td>\n",
       "      <td>-0.626164</td>\n",
       "      <td>0.678947</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>-0.197959</td>\n",
       "      <td>1.180990</td>\n",
       "      <td>0.304284</td>\n",
       "      <td>0.403275</td>\n",
       "      <td>0.672389</td>\n",
       "      <td>0.166656</td>\n",
       "      <td>-1.216192</td>\n",
       "      <td>-0.796064</td>\n",
       "      <td>1.784577</td>\n",
       "      <td>-0.966702</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>-1.068700</td>\n",
       "      <td>0.165240</td>\n",
       "      <td>-0.890183</td>\n",
       "      <td>0.012522</td>\n",
       "      <td>-0.172041</td>\n",
       "      <td>1.438169</td>\n",
       "      <td>1.170129</td>\n",
       "      <td>-1.431355</td>\n",
       "      <td>1.358496</td>\n",
       "      <td>1.637212</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>1.479513</td>\n",
       "      <td>-0.550115</td>\n",
       "      <td>1.396900</td>\n",
       "      <td>-0.147025</td>\n",
       "      <td>1.991553</td>\n",
       "      <td>-0.832061</td>\n",
       "      <td>-2.122428</td>\n",
       "      <td>0.207803</td>\n",
       "      <td>-1.343143</td>\n",
       "      <td>0.840734</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>-1.680595</td>\n",
       "      <td>-1.164051</td>\n",
       "      <td>-1.427244</td>\n",
       "      <td>-0.357990</td>\n",
       "      <td>-0.367204</td>\n",
       "      <td>0.287564</td>\n",
       "      <td>1.923718</td>\n",
       "      <td>-0.890569</td>\n",
       "      <td>2.046861</td>\n",
       "      <td>-0.859614</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>0.608901</td>\n",
       "      <td>-0.013838</td>\n",
       "      <td>0.445006</td>\n",
       "      <td>-0.689728</td>\n",
       "      <td>0.025388</td>\n",
       "      <td>-1.919673</td>\n",
       "      <td>-0.476773</td>\n",
       "      <td>1.443632</td>\n",
       "      <td>-0.977186</td>\n",
       "      <td>-0.493123</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>-0.562710</td>\n",
       "      <td>-0.262660</td>\n",
       "      <td>-0.857582</td>\n",
       "      <td>-0.336387</td>\n",
       "      <td>-0.346427</td>\n",
       "      <td>-1.611567</td>\n",
       "      <td>1.803783</td>\n",
       "      <td>0.462484</td>\n",
       "      <td>-0.555253</td>\n",
       "      <td>0.960305</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>0.513275</td>\n",
       "      <td>0.338553</td>\n",
       "      <td>0.423737</td>\n",
       "      <td>-0.937926</td>\n",
       "      <td>-1.153351</td>\n",
       "      <td>1.137315</td>\n",
       "      <td>-0.550386</td>\n",
       "      <td>-1.025753</td>\n",
       "      <td>-0.664871</td>\n",
       "      <td>0.216625</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>-0.415696</td>\n",
       "      <td>-1.025868</td>\n",
       "      <td>0.083076</td>\n",
       "      <td>0.062331</td>\n",
       "      <td>1.159840</td>\n",
       "      <td>-0.505966</td>\n",
       "      <td>-0.856107</td>\n",
       "      <td>-1.078513</td>\n",
       "      <td>1.931184</td>\n",
       "      <td>0.107170</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>-2.068621</td>\n",
       "      <td>-0.456698</td>\n",
       "      <td>-1.767173</td>\n",
       "      <td>0.338994</td>\n",
       "      <td>-0.661025</td>\n",
       "      <td>-0.514939</td>\n",
       "      <td>2.399636</td>\n",
       "      <td>-3.044657</td>\n",
       "      <td>2.485478</td>\n",
       "      <td>0.456249</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>-0.050810</td>\n",
       "      <td>0.179622</td>\n",
       "      <td>0.147311</td>\n",
       "      <td>1.345148</td>\n",
       "      <td>-1.318968</td>\n",
       "      <td>0.020106</td>\n",
       "      <td>-0.523542</td>\n",
       "      <td>-0.498634</td>\n",
       "      <td>0.684182</td>\n",
       "      <td>0.359739</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>-1.191748</td>\n",
       "      <td>1.912005</td>\n",
       "      <td>-1.017995</td>\n",
       "      <td>1.164060</td>\n",
       "      <td>-1.066032</td>\n",
       "      <td>-0.051542</td>\n",
       "      <td>1.382182</td>\n",
       "      <td>0.024432</td>\n",
       "      <td>1.432188</td>\n",
       "      <td>1.349179</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>-0.360783</td>\n",
       "      <td>0.890058</td>\n",
       "      <td>-0.304986</td>\n",
       "      <td>-0.607261</td>\n",
       "      <td>-0.088544</td>\n",
       "      <td>-0.453891</td>\n",
       "      <td>0.408673</td>\n",
       "      <td>1.399228</td>\n",
       "      <td>0.444015</td>\n",
       "      <td>-0.200201</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>1.007445</td>\n",
       "      <td>-1.365824</td>\n",
       "      <td>0.906236</td>\n",
       "      <td>-0.148969</td>\n",
       "      <td>1.399595</td>\n",
       "      <td>-1.342128</td>\n",
       "      <td>-1.307925</td>\n",
       "      <td>1.796361</td>\n",
       "      <td>-1.061469</td>\n",
       "      <td>0.502784</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>0.023288</td>\n",
       "      <td>1.315508</td>\n",
       "      <td>0.352173</td>\n",
       "      <td>0.210496</td>\n",
       "      <td>1.292060</td>\n",
       "      <td>-0.749172</td>\n",
       "      <td>-1.041849</td>\n",
       "      <td>2.500900</td>\n",
       "      <td>1.057676</td>\n",
       "      <td>-0.160419</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>0.573393</td>\n",
       "      <td>1.116681</td>\n",
       "      <td>0.507866</td>\n",
       "      <td>0.232095</td>\n",
       "      <td>2.666905</td>\n",
       "      <td>0.097156</td>\n",
       "      <td>-0.720213</td>\n",
       "      <td>-0.342149</td>\n",
       "      <td>-0.630029</td>\n",
       "      <td>0.498883</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>-0.161543</td>\n",
       "      <td>-0.103255</td>\n",
       "      <td>-0.352783</td>\n",
       "      <td>-1.643189</td>\n",
       "      <td>-1.600904</td>\n",
       "      <td>-0.828497</td>\n",
       "      <td>0.843370</td>\n",
       "      <td>1.661470</td>\n",
       "      <td>-0.507658</td>\n",
       "      <td>-0.175854</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>0.235729</td>\n",
       "      <td>-0.939968</td>\n",
       "      <td>0.455096</td>\n",
       "      <td>0.476651</td>\n",
       "      <td>-0.320385</td>\n",
       "      <td>-1.779399</td>\n",
       "      <td>-1.048347</td>\n",
       "      <td>-0.097525</td>\n",
       "      <td>0.545742</td>\n",
       "      <td>1.715908</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>-2.385422</td>\n",
       "      <td>-1.114532</td>\n",
       "      <td>-2.019745</td>\n",
       "      <td>-1.739205</td>\n",
       "      <td>-0.591395</td>\n",
       "      <td>1.555199</td>\n",
       "      <td>2.711961</td>\n",
       "      <td>-2.274621</td>\n",
       "      <td>2.925140</td>\n",
       "      <td>1.106710</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>0.076688</td>\n",
       "      <td>1.310606</td>\n",
       "      <td>0.052490</td>\n",
       "      <td>1.171102</td>\n",
       "      <td>-0.689112</td>\n",
       "      <td>0.467690</td>\n",
       "      <td>-0.049188</td>\n",
       "      <td>1.289203</td>\n",
       "      <td>-0.134688</td>\n",
       "      <td>-1.256565</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>-0.598565</td>\n",
       "      <td>-0.282126</td>\n",
       "      <td>-0.573386</td>\n",
       "      <td>1.230703</td>\n",
       "      <td>1.539142</td>\n",
       "      <td>1.572398</td>\n",
       "      <td>0.883846</td>\n",
       "      <td>-0.906903</td>\n",
       "      <td>0.516461</td>\n",
       "      <td>-0.948953</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>0.154703</td>\n",
       "      <td>0.784146</td>\n",
       "      <td>0.384776</td>\n",
       "      <td>-0.898027</td>\n",
       "      <td>-1.383341</td>\n",
       "      <td>0.901729</td>\n",
       "      <td>-0.950992</td>\n",
       "      <td>-0.461267</td>\n",
       "      <td>0.639499</td>\n",
       "      <td>-0.766045</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>0.115740</td>\n",
       "      <td>0.696323</td>\n",
       "      <td>0.478530</td>\n",
       "      <td>0.278800</td>\n",
       "      <td>0.079574</td>\n",
       "      <td>0.758824</td>\n",
       "      <td>-1.293793</td>\n",
       "      <td>-0.312668</td>\n",
       "      <td>1.101390</td>\n",
       "      <td>-0.208668</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>-0.314850</td>\n",
       "      <td>0.306135</td>\n",
       "      <td>-0.309339</td>\n",
       "      <td>-0.231060</td>\n",
       "      <td>1.311162</td>\n",
       "      <td>0.864070</td>\n",
       "      <td>0.488530</td>\n",
       "      <td>1.943529</td>\n",
       "      <td>0.246393</td>\n",
       "      <td>-1.191875</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>-0.158459</td>\n",
       "      <td>-1.656623</td>\n",
       "      <td>-0.353572</td>\n",
       "      <td>-0.524448</td>\n",
       "      <td>0.735622</td>\n",
       "      <td>1.781799</td>\n",
       "      <td>0.850248</td>\n",
       "      <td>0.721479</td>\n",
       "      <td>-0.522550</td>\n",
       "      <td>-0.735303</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>-0.112342</td>\n",
       "      <td>0.233848</td>\n",
       "      <td>-0.210351</td>\n",
       "      <td>1.035443</td>\n",
       "      <td>0.209534</td>\n",
       "      <td>-1.091625</td>\n",
       "      <td>0.479654</td>\n",
       "      <td>1.424496</td>\n",
       "      <td>-0.238734</td>\n",
       "      <td>-0.836062</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>1.271157</td>\n",
       "      <td>-0.734174</td>\n",
       "      <td>1.175069</td>\n",
       "      <td>0.081996</td>\n",
       "      <td>0.598794</td>\n",
       "      <td>0.668340</td>\n",
       "      <td>-1.746845</td>\n",
       "      <td>1.455822</td>\n",
       "      <td>-1.236030</td>\n",
       "      <td>0.457280</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>0.984405</td>\n",
       "      <td>1.649481</td>\n",
       "      <td>0.865905</td>\n",
       "      <td>1.070611</td>\n",
       "      <td>-0.706893</td>\n",
       "      <td>0.855556</td>\n",
       "      <td>-1.218132</td>\n",
       "      <td>0.361417</td>\n",
       "      <td>-1.101255</td>\n",
       "      <td>-0.729602</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>0.140987</td>\n",
       "      <td>-0.437737</td>\n",
       "      <td>0.317878</td>\n",
       "      <td>0.181990</td>\n",
       "      <td>-0.082254</td>\n",
       "      <td>0.306451</td>\n",
       "      <td>-0.766551</td>\n",
       "      <td>-0.098310</td>\n",
       "      <td>0.475688</td>\n",
       "      <td>0.439486</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>1.262525</td>\n",
       "      <td>-0.525880</td>\n",
       "      <td>1.151936</td>\n",
       "      <td>0.177750</td>\n",
       "      <td>-0.709021</td>\n",
       "      <td>1.953259</td>\n",
       "      <td>-1.688700</td>\n",
       "      <td>0.131065</td>\n",
       "      <td>-1.277151</td>\n",
       "      <td>0.400481</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>0.271280</td>\n",
       "      <td>-1.006927</td>\n",
       "      <td>0.539149</td>\n",
       "      <td>0.047825</td>\n",
       "      <td>-0.951184</td>\n",
       "      <td>-0.341822</td>\n",
       "      <td>-1.253545</td>\n",
       "      <td>-1.494038</td>\n",
       "      <td>0.678429</td>\n",
       "      <td>-0.564196</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>-0.589080</td>\n",
       "      <td>-1.029972</td>\n",
       "      <td>0.014827</td>\n",
       "      <td>0.046079</td>\n",
       "      <td>0.400236</td>\n",
       "      <td>0.201653</td>\n",
       "      <td>-0.898909</td>\n",
       "      <td>0.081083</td>\n",
       "      <td>2.400461</td>\n",
       "      <td>-1.073689</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>0.157926</td>\n",
       "      <td>-1.251199</td>\n",
       "      <td>0.685752</td>\n",
       "      <td>-1.532518</td>\n",
       "      <td>0.143427</td>\n",
       "      <td>0.871524</td>\n",
       "      <td>-1.865553</td>\n",
       "      <td>-0.611760</td>\n",
       "      <td>1.610011</td>\n",
       "      <td>1.579438</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>-1.930265</td>\n",
       "      <td>0.397397</td>\n",
       "      <td>-1.668087</td>\n",
       "      <td>-0.747456</td>\n",
       "      <td>-0.016223</td>\n",
       "      <td>1.156834</td>\n",
       "      <td>2.297500</td>\n",
       "      <td>-1.402866</td>\n",
       "      <td>2.256809</td>\n",
       "      <td>-0.280502</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>-1.895355</td>\n",
       "      <td>-1.117928</td>\n",
       "      <td>-1.570286</td>\n",
       "      <td>1.539197</td>\n",
       "      <td>0.223927</td>\n",
       "      <td>-1.946525</td>\n",
       "      <td>2.049387</td>\n",
       "      <td>1.243428</td>\n",
       "      <td>2.436970</td>\n",
       "      <td>-0.928220</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>-0.433876</td>\n",
       "      <td>2.703028</td>\n",
       "      <td>0.144371</td>\n",
       "      <td>-0.230662</td>\n",
       "      <td>-2.304212</td>\n",
       "      <td>-0.361009</td>\n",
       "      <td>-1.069657</td>\n",
       "      <td>1.441942</td>\n",
       "      <td>2.204040</td>\n",
       "      <td>1.103218</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>-0.015399</td>\n",
       "      <td>1.711029</td>\n",
       "      <td>0.325926</td>\n",
       "      <td>0.523961</td>\n",
       "      <td>0.331648</td>\n",
       "      <td>-1.047158</td>\n",
       "      <td>-1.017746</td>\n",
       "      <td>-0.745168</td>\n",
       "      <td>1.126382</td>\n",
       "      <td>-0.399900</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>-1.621457</td>\n",
       "      <td>0.662536</td>\n",
       "      <td>-1.355505</td>\n",
       "      <td>-0.822856</td>\n",
       "      <td>-0.028218</td>\n",
       "      <td>1.364326</td>\n",
       "      <td>1.790310</td>\n",
       "      <td>0.817982</td>\n",
       "      <td>2.045134</td>\n",
       "      <td>-1.039220</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>1.167553</td>\n",
       "      <td>-0.372319</td>\n",
       "      <td>1.097056</td>\n",
       "      <td>0.437313</td>\n",
       "      <td>0.712712</td>\n",
       "      <td>-1.883150</td>\n",
       "      <td>-1.658710</td>\n",
       "      <td>0.425445</td>\n",
       "      <td>-1.077265</td>\n",
       "      <td>0.185176</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>-0.608341</td>\n",
       "      <td>0.262067</td>\n",
       "      <td>-0.737332</td>\n",
       "      <td>-1.949562</td>\n",
       "      <td>0.200460</td>\n",
       "      <td>0.608905</td>\n",
       "      <td>1.370397</td>\n",
       "      <td>-2.218348</td>\n",
       "      <td>0.019832</td>\n",
       "      <td>-0.350849</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>0.012600</td>\n",
       "      <td>-1.481581</td>\n",
       "      <td>0.315804</td>\n",
       "      <td>-1.339470</td>\n",
       "      <td>-0.628670</td>\n",
       "      <td>-2.618133</td>\n",
       "      <td>-0.946258</td>\n",
       "      <td>-0.326234</td>\n",
       "      <td>0.981518</td>\n",
       "      <td>0.135190</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>-0.055677</td>\n",
       "      <td>1.519952</td>\n",
       "      <td>-0.032831</td>\n",
       "      <td>-2.135800</td>\n",
       "      <td>1.083583</td>\n",
       "      <td>-0.333461</td>\n",
       "      <td>0.019591</td>\n",
       "      <td>-0.839528</td>\n",
       "      <td>0.115033</td>\n",
       "      <td>0.759787</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>-0.670839</td>\n",
       "      <td>-0.024233</td>\n",
       "      <td>-0.654529</td>\n",
       "      <td>1.202451</td>\n",
       "      <td>-2.320316</td>\n",
       "      <td>0.782630</td>\n",
       "      <td>1.026939</td>\n",
       "      <td>-3.176704</td>\n",
       "      <td>0.539910</td>\n",
       "      <td>-1.095271</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>1.011336</td>\n",
       "      <td>0.659451</td>\n",
       "      <td>1.232234</td>\n",
       "      <td>-0.803948</td>\n",
       "      <td>0.756488</td>\n",
       "      <td>-1.914060</td>\n",
       "      <td>-2.297937</td>\n",
       "      <td>-0.247752</td>\n",
       "      <td>-0.011872</td>\n",
       "      <td>0.307346</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>0.532871</td>\n",
       "      <td>-0.483561</td>\n",
       "      <td>0.411095</td>\n",
       "      <td>-0.612167</td>\n",
       "      <td>1.048707</td>\n",
       "      <td>1.655407</td>\n",
       "      <td>-0.483376</td>\n",
       "      <td>-0.358029</td>\n",
       "      <td>-0.784421</td>\n",
       "      <td>0.491208</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>-1.034461</td>\n",
       "      <td>0.507020</td>\n",
       "      <td>-1.257596</td>\n",
       "      <td>-0.057395</td>\n",
       "      <td>-2.050357</td>\n",
       "      <td>0.739180</td>\n",
       "      <td>2.341885</td>\n",
       "      <td>-0.707911</td>\n",
       "      <td>0.021340</td>\n",
       "      <td>-1.395449</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>-0.158376</td>\n",
       "      <td>0.868773</td>\n",
       "      <td>-0.305927</td>\n",
       "      <td>-1.186336</td>\n",
       "      <td>0.923509</td>\n",
       "      <td>-1.050623</td>\n",
       "      <td>0.704852</td>\n",
       "      <td>0.619739</td>\n",
       "      <td>-0.367210</td>\n",
       "      <td>0.587856</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>0.654770</td>\n",
       "      <td>0.173342</td>\n",
       "      <td>0.528516</td>\n",
       "      <td>0.243953</td>\n",
       "      <td>0.164761</td>\n",
       "      <td>0.050888</td>\n",
       "      <td>-0.665360</td>\n",
       "      <td>1.489863</td>\n",
       "      <td>-0.887473</td>\n",
       "      <td>-0.223202</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>1.329173</td>\n",
       "      <td>-0.783766</td>\n",
       "      <td>1.231078</td>\n",
       "      <td>-0.690541</td>\n",
       "      <td>0.294224</td>\n",
       "      <td>-0.234408</td>\n",
       "      <td>-1.833834</td>\n",
       "      <td>-0.831822</td>\n",
       "      <td>-1.284674</td>\n",
       "      <td>-0.916192</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>0.147901</td>\n",
       "      <td>0.859585</td>\n",
       "      <td>-0.496940</td>\n",
       "      <td>0.079801</td>\n",
       "      <td>1.311167</td>\n",
       "      <td>-0.224319</td>\n",
       "      <td>1.732057</td>\n",
       "      <td>-0.387362</td>\n",
       "      <td>-2.214177</td>\n",
       "      <td>1.139556</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>-0.734345</td>\n",
       "      <td>1.103720</td>\n",
       "      <td>-0.672938</td>\n",
       "      <td>-0.384489</td>\n",
       "      <td>-0.997228</td>\n",
       "      <td>-1.059037</td>\n",
       "      <td>0.991137</td>\n",
       "      <td>0.482790</td>\n",
       "      <td>0.733321</td>\n",
       "      <td>-0.063390</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>1.370181</td>\n",
       "      <td>1.183494</td>\n",
       "      <td>1.260283</td>\n",
       "      <td>-1.178041</td>\n",
       "      <td>0.900399</td>\n",
       "      <td>0.451225</td>\n",
       "      <td>-1.863607</td>\n",
       "      <td>1.523239</td>\n",
       "      <td>-1.352985</td>\n",
       "      <td>1.667224</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>1.627236</td>\n",
       "      <td>2.169937</td>\n",
       "      <td>0.896511</td>\n",
       "      <td>-1.423683</td>\n",
       "      <td>-0.517693</td>\n",
       "      <td>-0.088091</td>\n",
       "      <td>-0.380092</td>\n",
       "      <td>0.783590</td>\n",
       "      <td>-3.567883</td>\n",
       "      <td>-1.851843</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>-0.365819</td>\n",
       "      <td>-0.459090</td>\n",
       "      <td>-0.583675</td>\n",
       "      <td>-0.694600</td>\n",
       "      <td>-0.606503</td>\n",
       "      <td>0.455904</td>\n",
       "      <td>1.252539</td>\n",
       "      <td>-1.751829</td>\n",
       "      <td>-0.446441</td>\n",
       "      <td>-1.154363</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>1.718113</td>\n",
       "      <td>-0.155898</td>\n",
       "      <td>1.658929</td>\n",
       "      <td>-0.548287</td>\n",
       "      <td>-1.116524</td>\n",
       "      <td>1.235812</td>\n",
       "      <td>-2.576954</td>\n",
       "      <td>0.501783</td>\n",
       "      <td>-1.439675</td>\n",
       "      <td>0.160018</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>1.096668</td>\n",
       "      <td>-0.487203</td>\n",
       "      <td>1.027530</td>\n",
       "      <td>-0.351921</td>\n",
       "      <td>-1.203201</td>\n",
       "      <td>-1.042044</td>\n",
       "      <td>-1.549084</td>\n",
       "      <td>-1.296117</td>\n",
       "      <td>-1.021405</td>\n",
       "      <td>-0.769996</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>-0.370460</td>\n",
       "      <td>-0.624510</td>\n",
       "      <td>0.272827</td>\n",
       "      <td>0.746981</td>\n",
       "      <td>-1.045529</td>\n",
       "      <td>-0.026261</td>\n",
       "      <td>-1.370085</td>\n",
       "      <td>0.690074</td>\n",
       "      <td>2.370542</td>\n",
       "      <td>0.031492</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>0.485083</td>\n",
       "      <td>-0.188261</td>\n",
       "      <td>0.006254</td>\n",
       "      <td>1.193113</td>\n",
       "      <td>-0.005955</td>\n",
       "      <td>0.784003</td>\n",
       "      <td>0.683826</td>\n",
       "      <td>0.918915</td>\n",
       "      <td>-1.916356</td>\n",
       "      <td>1.021515</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>-1.351192</td>\n",
       "      <td>-0.172846</td>\n",
       "      <td>-1.169675</td>\n",
       "      <td>-0.435764</td>\n",
       "      <td>-1.495542</td>\n",
       "      <td>-0.012298</td>\n",
       "      <td>1.614390</td>\n",
       "      <td>-0.750730</td>\n",
       "      <td>1.573214</td>\n",
       "      <td>0.442317</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>-0.478968</td>\n",
       "      <td>-0.652950</td>\n",
       "      <td>-0.421215</td>\n",
       "      <td>-0.549789</td>\n",
       "      <td>0.030476</td>\n",
       "      <td>-0.897253</td>\n",
       "      <td>0.592396</td>\n",
       "      <td>0.268050</td>\n",
       "      <td>0.536134</td>\n",
       "      <td>-0.315266</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>1.258534</td>\n",
       "      <td>0.085209</td>\n",
       "      <td>1.142580</td>\n",
       "      <td>-2.991136</td>\n",
       "      <td>0.324057</td>\n",
       "      <td>-1.147691</td>\n",
       "      <td>-1.665910</td>\n",
       "      <td>-1.630473</td>\n",
       "      <td>-1.291783</td>\n",
       "      <td>-0.186896</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>0.615386</td>\n",
       "      <td>-0.393053</td>\n",
       "      <td>0.292161</td>\n",
       "      <td>1.001632</td>\n",
       "      <td>-0.799941</td>\n",
       "      <td>-1.908002</td>\n",
       "      <td>-0.000564</td>\n",
       "      <td>0.710549</td>\n",
       "      <td>-1.502468</td>\n",
       "      <td>1.393455</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>0.869031</td>\n",
       "      <td>-0.585928</td>\n",
       "      <td>0.177498</td>\n",
       "      <td>0.329107</td>\n",
       "      <td>1.428858</td>\n",
       "      <td>-1.474132</td>\n",
       "      <td>0.717189</td>\n",
       "      <td>-0.448225</td>\n",
       "      <td>-2.889834</td>\n",
       "      <td>1.252843</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>2.872178</td>\n",
       "      <td>1.809306</td>\n",
       "      <td>2.817960</td>\n",
       "      <td>-0.218046</td>\n",
       "      <td>-1.032524</td>\n",
       "      <td>0.397927</td>\n",
       "      <td>-4.444491</td>\n",
       "      <td>-0.652089</td>\n",
       "      <td>-2.260597</td>\n",
       "      <td>-0.847634</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>-0.075587</td>\n",
       "      <td>-0.248616</td>\n",
       "      <td>-0.712646</td>\n",
       "      <td>0.626614</td>\n",
       "      <td>-1.616713</td>\n",
       "      <td>-0.229382</td>\n",
       "      <td>2.067007</td>\n",
       "      <td>0.623407</td>\n",
       "      <td>-2.026637</td>\n",
       "      <td>0.045564</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>0.741043</td>\n",
       "      <td>0.638660</td>\n",
       "      <td>0.568499</td>\n",
       "      <td>1.058118</td>\n",
       "      <td>0.603248</td>\n",
       "      <td>0.298158</td>\n",
       "      <td>-0.662457</td>\n",
       "      <td>0.148089</td>\n",
       "      <td>-1.101298</td>\n",
       "      <td>0.367620</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>1.255045</td>\n",
       "      <td>0.695402</td>\n",
       "      <td>1.166033</td>\n",
       "      <td>-1.141009</td>\n",
       "      <td>0.140983</td>\n",
       "      <td>1.588627</td>\n",
       "      <td>-1.742594</td>\n",
       "      <td>-0.804966</td>\n",
       "      <td>-1.201226</td>\n",
       "      <td>-0.111509</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>-0.010983</td>\n",
       "      <td>-0.475795</td>\n",
       "      <td>-0.391791</td>\n",
       "      <td>-0.826112</td>\n",
       "      <td>0.130690</td>\n",
       "      <td>-0.141526</td>\n",
       "      <td>1.180678</td>\n",
       "      <td>-1.350556</td>\n",
       "      <td>-1.236247</td>\n",
       "      <td>-0.687014</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>2.384585</td>\n",
       "      <td>0.141596</td>\n",
       "      <td>1.971161</td>\n",
       "      <td>0.475259</td>\n",
       "      <td>1.285582</td>\n",
       "      <td>-0.057061</td>\n",
       "      <td>-2.564792</td>\n",
       "      <td>-1.655225</td>\n",
       "      <td>-3.080534</td>\n",
       "      <td>1.170662</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>0.320114</td>\n",
       "      <td>-1.271919</td>\n",
       "      <td>-0.513978</td>\n",
       "      <td>0.211397</td>\n",
       "      <td>0.827115</td>\n",
       "      <td>0.157974</td>\n",
       "      <td>2.033645</td>\n",
       "      <td>-0.375634</td>\n",
       "      <td>-2.957441</td>\n",
       "      <td>1.062657</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>0.007217</td>\n",
       "      <td>0.037542</td>\n",
       "      <td>0.341627</td>\n",
       "      <td>1.091805</td>\n",
       "      <td>-1.571152</td>\n",
       "      <td>1.081514</td>\n",
       "      <td>-1.032926</td>\n",
       "      <td>-2.522278</td>\n",
       "      <td>1.087383</td>\n",
       "      <td>-0.070220</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>-1.631604</td>\n",
       "      <td>-0.315297</td>\n",
       "      <td>-1.684150</td>\n",
       "      <td>-0.941023</td>\n",
       "      <td>0.703440</td>\n",
       "      <td>2.154929</td>\n",
       "      <td>2.779342</td>\n",
       "      <td>-0.802280</td>\n",
       "      <td>1.011867</td>\n",
       "      <td>0.246084</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>0.988189</td>\n",
       "      <td>1.325432</td>\n",
       "      <td>0.181758</td>\n",
       "      <td>-1.406815</td>\n",
       "      <td>1.614779</td>\n",
       "      <td>-0.322028</td>\n",
       "      <td>0.876851</td>\n",
       "      <td>-0.736770</td>\n",
       "      <td>-3.351681</td>\n",
       "      <td>0.585904</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>-0.216485</td>\n",
       "      <td>0.107984</td>\n",
       "      <td>-0.217748</td>\n",
       "      <td>2.606859</td>\n",
       "      <td>-0.386113</td>\n",
       "      <td>1.015221</td>\n",
       "      <td>0.351335</td>\n",
       "      <td>0.059692</td>\n",
       "      <td>0.152907</td>\n",
       "      <td>0.193406</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>-0.019572</td>\n",
       "      <td>0.330851</td>\n",
       "      <td>-0.103285</td>\n",
       "      <td>1.451001</td>\n",
       "      <td>-0.049029</td>\n",
       "      <td>-0.160360</td>\n",
       "      <td>0.287089</td>\n",
       "      <td>-1.077376</td>\n",
       "      <td>-0.259321</td>\n",
       "      <td>0.879417</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>-1.361395</td>\n",
       "      <td>2.054194</td>\n",
       "      <td>-1.140427</td>\n",
       "      <td>0.147821</td>\n",
       "      <td>-2.850030</td>\n",
       "      <td>0.544582</td>\n",
       "      <td>1.510280</td>\n",
       "      <td>-0.642776</td>\n",
       "      <td>1.709510</td>\n",
       "      <td>-1.416269</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>0.630658</td>\n",
       "      <td>0.808036</td>\n",
       "      <td>0.349218</td>\n",
       "      <td>-0.848066</td>\n",
       "      <td>0.711411</td>\n",
       "      <td>3.112910</td>\n",
       "      <td>-0.152693</td>\n",
       "      <td>-0.453414</td>\n",
       "      <td>-1.377025</td>\n",
       "      <td>-0.423760</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>-0.765677</td>\n",
       "      <td>-0.672905</td>\n",
       "      <td>-0.689018</td>\n",
       "      <td>0.662841</td>\n",
       "      <td>1.372271</td>\n",
       "      <td>0.142044</td>\n",
       "      <td>0.994847</td>\n",
       "      <td>0.641894</td>\n",
       "      <td>0.805880</td>\n",
       "      <td>0.893188</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>-0.472045</td>\n",
       "      <td>2.111296</td>\n",
       "      <td>-0.460717</td>\n",
       "      <td>-0.860565</td>\n",
       "      <td>-1.180972</td>\n",
       "      <td>-1.151681</td>\n",
       "      <td>0.723074</td>\n",
       "      <td>-0.367237</td>\n",
       "      <td>0.379427</td>\n",
       "      <td>-0.323042</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>0.230453</td>\n",
       "      <td>0.898360</td>\n",
       "      <td>0.599282</td>\n",
       "      <td>1.124777</td>\n",
       "      <td>-1.981964</td>\n",
       "      <td>-1.499181</td>\n",
       "      <td>-1.496362</td>\n",
       "      <td>0.683212</td>\n",
       "      <td>1.037911</td>\n",
       "      <td>-0.512589</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>-1.215927</td>\n",
       "      <td>0.658143</td>\n",
       "      <td>-1.036813</td>\n",
       "      <td>-0.395284</td>\n",
       "      <td>-0.062894</td>\n",
       "      <td>-0.447878</td>\n",
       "      <td>1.404619</td>\n",
       "      <td>1.465211</td>\n",
       "      <td>1.467242</td>\n",
       "      <td>1.592964</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>-0.085901</td>\n",
       "      <td>-0.277544</td>\n",
       "      <td>0.024067</td>\n",
       "      <td>1.291274</td>\n",
       "      <td>-0.008113</td>\n",
       "      <td>0.158089</td>\n",
       "      <td>-0.197984</td>\n",
       "      <td>1.310192</td>\n",
       "      <td>0.421614</td>\n",
       "      <td>0.421780</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>0.816378</td>\n",
       "      <td>-0.810858</td>\n",
       "      <td>0.708770</td>\n",
       "      <td>-1.257578</td>\n",
       "      <td>1.580541</td>\n",
       "      <td>-1.015094</td>\n",
       "      <td>-0.981703</td>\n",
       "      <td>0.466358</td>\n",
       "      <td>-0.943778</td>\n",
       "      <td>-0.234020</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>-1.585530</td>\n",
       "      <td>1.692347</td>\n",
       "      <td>-1.339404</td>\n",
       "      <td>0.144326</td>\n",
       "      <td>0.145427</td>\n",
       "      <td>-0.703710</td>\n",
       "      <td>1.793197</td>\n",
       "      <td>0.339356</td>\n",
       "      <td>1.954297</td>\n",
       "      <td>-2.703348</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>-1.396682</td>\n",
       "      <td>0.441663</td>\n",
       "      <td>-1.196523</td>\n",
       "      <td>-1.433730</td>\n",
       "      <td>-0.375634</td>\n",
       "      <td>-1.304817</td>\n",
       "      <td>1.630470</td>\n",
       "      <td>-2.106889</td>\n",
       "      <td>1.667122</td>\n",
       "      <td>-0.837406</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>-0.315943</td>\n",
       "      <td>-0.571746</td>\n",
       "      <td>-1.180806</td>\n",
       "      <td>0.332608</td>\n",
       "      <td>0.872197</td>\n",
       "      <td>-0.315087</td>\n",
       "      <td>3.148550</td>\n",
       "      <td>-0.222721</td>\n",
       "      <td>-2.596592</td>\n",
       "      <td>0.933128</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>-0.194455</td>\n",
       "      <td>1.220821</td>\n",
       "      <td>-0.365934</td>\n",
       "      <td>-0.876774</td>\n",
       "      <td>0.500240</td>\n",
       "      <td>-0.533600</td>\n",
       "      <td>0.835843</td>\n",
       "      <td>-1.747637</td>\n",
       "      <td>-0.419220</td>\n",
       "      <td>1.712040</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>0.538649</td>\n",
       "      <td>0.690911</td>\n",
       "      <td>0.669515</td>\n",
       "      <td>-0.444807</td>\n",
       "      <td>-0.114559</td>\n",
       "      <td>0.084094</td>\n",
       "      <td>-1.264263</td>\n",
       "      <td>-0.045123</td>\n",
       "      <td>0.036849</td>\n",
       "      <td>0.139029</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>0.427428</td>\n",
       "      <td>0.364561</td>\n",
       "      <td>0.749238</td>\n",
       "      <td>-0.680173</td>\n",
       "      <td>-1.803750</td>\n",
       "      <td>0.331471</td>\n",
       "      <td>-1.668920</td>\n",
       "      <td>1.475879</td>\n",
       "      <td>0.741401</td>\n",
       "      <td>-1.284387</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>0.396862</td>\n",
       "      <td>0.573128</td>\n",
       "      <td>0.237124</td>\n",
       "      <td>-1.785866</td>\n",
       "      <td>-0.031439</td>\n",
       "      <td>-0.848429</td>\n",
       "      <td>-0.149132</td>\n",
       "      <td>0.301107</td>\n",
       "      <td>-0.809790</td>\n",
       "      <td>-0.359630</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>0.423620</td>\n",
       "      <td>-1.242247</td>\n",
       "      <td>0.554378</td>\n",
       "      <td>-1.125587</td>\n",
       "      <td>-0.488886</td>\n",
       "      <td>1.588940</td>\n",
       "      <td>-1.079303</td>\n",
       "      <td>-0.067871</td>\n",
       "      <td>0.119937</td>\n",
       "      <td>-1.096220</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>-0.649228</td>\n",
       "      <td>0.596441</td>\n",
       "      <td>-0.758535</td>\n",
       "      <td>-0.634286</td>\n",
       "      <td>-1.542802</td>\n",
       "      <td>-0.632755</td>\n",
       "      <td>1.375906</td>\n",
       "      <td>0.744186</td>\n",
       "      <td>0.113804</td>\n",
       "      <td>-0.235970</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>0.389279</td>\n",
       "      <td>1.194763</td>\n",
       "      <td>0.034246</td>\n",
       "      <td>0.894647</td>\n",
       "      <td>-0.985804</td>\n",
       "      <td>-0.284155</td>\n",
       "      <td>0.459505</td>\n",
       "      <td>0.351480</td>\n",
       "      <td>-1.442381</td>\n",
       "      <td>-1.372859</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>-0.289261</td>\n",
       "      <td>-1.133421</td>\n",
       "      <td>0.206271</td>\n",
       "      <td>0.349924</td>\n",
       "      <td>-0.587856</td>\n",
       "      <td>0.230611</td>\n",
       "      <td>-1.049151</td>\n",
       "      <td>1.062854</td>\n",
       "      <td>1.828884</td>\n",
       "      <td>-0.895354</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>-0.078388</td>\n",
       "      <td>0.227034</td>\n",
       "      <td>-0.018738</td>\n",
       "      <td>-0.324068</td>\n",
       "      <td>0.404213</td>\n",
       "      <td>0.715873</td>\n",
       "      <td>-0.056362</td>\n",
       "      <td>0.680220</td>\n",
       "      <td>0.251757</td>\n",
       "      <td>0.591442</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>0.245458</td>\n",
       "      <td>-0.504180</td>\n",
       "      <td>0.086296</td>\n",
       "      <td>-0.081523</td>\n",
       "      <td>-1.778588</td>\n",
       "      <td>0.319652</td>\n",
       "      <td>0.092125</td>\n",
       "      <td>-0.487229</td>\n",
       "      <td>-0.698082</td>\n",
       "      <td>0.347676</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>-0.552480</td>\n",
       "      <td>-2.954249</td>\n",
       "      <td>-0.440433</td>\n",
       "      <td>-0.641727</td>\n",
       "      <td>0.863437</td>\n",
       "      <td>-0.015563</td>\n",
       "      <td>0.544567</td>\n",
       "      <td>-0.978255</td>\n",
       "      <td>0.766853</td>\n",
       "      <td>-0.625916</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>-0.970765</td>\n",
       "      <td>1.149672</td>\n",
       "      <td>-1.270795</td>\n",
       "      <td>0.296577</td>\n",
       "      <td>-0.494965</td>\n",
       "      <td>-0.497572</td>\n",
       "      <td>2.474499</td>\n",
       "      <td>0.288728</td>\n",
       "      <td>-0.276107</td>\n",
       "      <td>1.267652</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>-0.850464</td>\n",
       "      <td>-0.578460</td>\n",
       "      <td>-0.718418</td>\n",
       "      <td>-0.077494</td>\n",
       "      <td>0.195077</td>\n",
       "      <td>0.537479</td>\n",
       "      <td>0.961774</td>\n",
       "      <td>0.826403</td>\n",
       "      <td>1.048353</td>\n",
       "      <td>-0.058430</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>-3.281236</td>\n",
       "      <td>-0.906215</td>\n",
       "      <td>-2.787107</td>\n",
       "      <td>0.141980</td>\n",
       "      <td>-0.318159</td>\n",
       "      <td>0.600733</td>\n",
       "      <td>3.757504</td>\n",
       "      <td>-1.484605</td>\n",
       "      <td>3.994644</td>\n",
       "      <td>0.313723</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>0.646765</td>\n",
       "      <td>0.564606</td>\n",
       "      <td>0.551940</td>\n",
       "      <td>-1.019664</td>\n",
       "      <td>1.124353</td>\n",
       "      <td>-0.334077</td>\n",
       "      <td>-0.748500</td>\n",
       "      <td>-0.174354</td>\n",
       "      <td>-0.778978</td>\n",
       "      <td>-0.023552</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>-0.652656</td>\n",
       "      <td>0.168015</td>\n",
       "      <td>-0.861876</td>\n",
       "      <td>0.945212</td>\n",
       "      <td>-0.053107</td>\n",
       "      <td>-0.550982</td>\n",
       "      <td>1.686560</td>\n",
       "      <td>-0.878474</td>\n",
       "      <td>-0.210155</td>\n",
       "      <td>0.500832</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>1.014405</td>\n",
       "      <td>1.223083</td>\n",
       "      <td>0.923489</td>\n",
       "      <td>-0.258854</td>\n",
       "      <td>-0.528978</td>\n",
       "      <td>-1.056558</td>\n",
       "      <td>-1.350533</td>\n",
       "      <td>-0.570351</td>\n",
       "      <td>-1.032886</td>\n",
       "      <td>0.352505</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>-0.490037</td>\n",
       "      <td>0.635329</td>\n",
       "      <td>-0.422392</td>\n",
       "      <td>-0.117667</td>\n",
       "      <td>0.355338</td>\n",
       "      <td>-1.809268</td>\n",
       "      <td>0.579951</td>\n",
       "      <td>0.244957</td>\n",
       "      <td>0.576484</td>\n",
       "      <td>-0.455467</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>-0.477905</td>\n",
       "      <td>1.299987</td>\n",
       "      <td>-0.416849</td>\n",
       "      <td>0.960305</td>\n",
       "      <td>-0.428981</td>\n",
       "      <td>0.964770</td>\n",
       "      <td>0.580600</td>\n",
       "      <td>1.083145</td>\n",
       "      <td>0.546159</td>\n",
       "      <td>-1.794192</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>0.885267</td>\n",
       "      <td>-0.694713</td>\n",
       "      <td>0.752233</td>\n",
       "      <td>-0.409282</td>\n",
       "      <td>-0.025574</td>\n",
       "      <td>-1.769076</td>\n",
       "      <td>-1.014619</td>\n",
       "      <td>0.152355</td>\n",
       "      <td>-1.076826</td>\n",
       "      <td>-0.524088</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>0.930329</td>\n",
       "      <td>0.698828</td>\n",
       "      <td>0.823057</td>\n",
       "      <td>0.420973</td>\n",
       "      <td>0.007063</td>\n",
       "      <td>-0.660321</td>\n",
       "      <td>-1.165629</td>\n",
       "      <td>-0.526035</td>\n",
       "      <td>-1.025340</td>\n",
       "      <td>0.492019</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>0.429638</td>\n",
       "      <td>0.537412</td>\n",
       "      <td>0.705370</td>\n",
       "      <td>0.642301</td>\n",
       "      <td>-0.604907</td>\n",
       "      <td>0.497788</td>\n",
       "      <td>-1.531737</td>\n",
       "      <td>1.006607</td>\n",
       "      <td>0.589248</td>\n",
       "      <td>-1.694256</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>0.116161</td>\n",
       "      <td>0.341660</td>\n",
       "      <td>0.655202</td>\n",
       "      <td>-0.271315</td>\n",
       "      <td>0.729064</td>\n",
       "      <td>0.351165</td>\n",
       "      <td>-1.832767</td>\n",
       "      <td>-1.121530</td>\n",
       "      <td>1.676948</td>\n",
       "      <td>-1.216581</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>348</th>\n",
       "      <td>-0.109065</td>\n",
       "      <td>0.026205</td>\n",
       "      <td>-0.768612</td>\n",
       "      <td>-0.303564</td>\n",
       "      <td>1.007157</td>\n",
       "      <td>0.517995</td>\n",
       "      <td>2.189423</td>\n",
       "      <td>-3.170426</td>\n",
       "      <td>-2.075825</td>\n",
       "      <td>-0.080917</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>349</th>\n",
       "      <td>-0.390689</td>\n",
       "      <td>0.149363</td>\n",
       "      <td>-0.621453</td>\n",
       "      <td>0.364140</td>\n",
       "      <td>0.444774</td>\n",
       "      <td>-0.825654</td>\n",
       "      <td>1.331878</td>\n",
       "      <td>-2.086478</td>\n",
       "      <td>-0.470574</td>\n",
       "      <td>0.007178</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>350</th>\n",
       "      <td>-0.417522</td>\n",
       "      <td>-0.822076</td>\n",
       "      <td>-0.825986</td>\n",
       "      <td>-1.219284</td>\n",
       "      <td>0.227496</td>\n",
       "      <td>0.635968</td>\n",
       "      <td>1.917674</td>\n",
       "      <td>-0.124021</td>\n",
       "      <td>-1.031710</td>\n",
       "      <td>-0.569450</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>351</th>\n",
       "      <td>0.143043</td>\n",
       "      <td>-0.279993</td>\n",
       "      <td>-0.106230</td>\n",
       "      <td>-1.279031</td>\n",
       "      <td>0.537630</td>\n",
       "      <td>0.428186</td>\n",
       "      <td>0.531726</td>\n",
       "      <td>-0.834282</td>\n",
       "      <td>-0.918215</td>\n",
       "      <td>0.515294</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>352</th>\n",
       "      <td>-0.463023</td>\n",
       "      <td>-0.231301</td>\n",
       "      <td>-1.050694</td>\n",
       "      <td>-0.576420</td>\n",
       "      <td>0.861437</td>\n",
       "      <td>0.251317</td>\n",
       "      <td>2.538034</td>\n",
       "      <td>-0.699495</td>\n",
       "      <td>-1.584227</td>\n",
       "      <td>1.471035</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>353</th>\n",
       "      <td>-0.534303</td>\n",
       "      <td>0.776229</td>\n",
       "      <td>-0.474365</td>\n",
       "      <td>-0.483933</td>\n",
       "      <td>-1.780626</td>\n",
       "      <td>1.502734</td>\n",
       "      <td>0.674539</td>\n",
       "      <td>-0.254476</td>\n",
       "      <td>0.583415</td>\n",
       "      <td>1.237181</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>0.849137</td>\n",
       "      <td>2.637882</td>\n",
       "      <td>0.789256</td>\n",
       "      <td>0.301873</td>\n",
       "      <td>-0.569699</td>\n",
       "      <td>-0.357828</td>\n",
       "      <td>-1.180048</td>\n",
       "      <td>-2.205294</td>\n",
       "      <td>-0.811604</td>\n",
       "      <td>-0.386322</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>355</th>\n",
       "      <td>0.050290</td>\n",
       "      <td>-0.810894</td>\n",
       "      <td>0.357678</td>\n",
       "      <td>0.366814</td>\n",
       "      <td>0.327811</td>\n",
       "      <td>0.952478</td>\n",
       "      <td>-1.019536</td>\n",
       "      <td>0.864824</td>\n",
       "      <td>0.967854</td>\n",
       "      <td>-0.740490</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>356</th>\n",
       "      <td>0.318355</td>\n",
       "      <td>0.457773</td>\n",
       "      <td>0.176702</td>\n",
       "      <td>1.674492</td>\n",
       "      <td>0.439501</td>\n",
       "      <td>0.778937</td>\n",
       "      <td>-0.078356</td>\n",
       "      <td>0.668742</td>\n",
       "      <td>-0.693752</td>\n",
       "      <td>-0.005596</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>357</th>\n",
       "      <td>-1.015682</td>\n",
       "      <td>0.772848</td>\n",
       "      <td>-0.859614</td>\n",
       "      <td>0.783160</td>\n",
       "      <td>0.085595</td>\n",
       "      <td>-0.278373</td>\n",
       "      <td>1.153597</td>\n",
       "      <td>0.564789</td>\n",
       "      <td>1.246686</td>\n",
       "      <td>0.335054</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>358</th>\n",
       "      <td>0.836773</td>\n",
       "      <td>0.386809</td>\n",
       "      <td>0.694269</td>\n",
       "      <td>1.090980</td>\n",
       "      <td>0.622070</td>\n",
       "      <td>1.328933</td>\n",
       "      <td>-0.907860</td>\n",
       "      <td>1.023710</td>\n",
       "      <td>-1.072588</td>\n",
       "      <td>2.012270</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>359</th>\n",
       "      <td>-0.091849</td>\n",
       "      <td>-0.409308</td>\n",
       "      <td>-0.888493</td>\n",
       "      <td>1.005925</td>\n",
       "      <td>0.494706</td>\n",
       "      <td>0.383435</td>\n",
       "      <td>2.580509</td>\n",
       "      <td>1.127909</td>\n",
       "      <td>-2.536254</td>\n",
       "      <td>-1.127496</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>0.343000</td>\n",
       "      <td>0.651522</td>\n",
       "      <td>0.215549</td>\n",
       "      <td>-1.137686</td>\n",
       "      <td>0.897066</td>\n",
       "      <td>1.274875</td>\n",
       "      <td>-0.161289</td>\n",
       "      <td>-0.006521</td>\n",
       "      <td>-0.665227</td>\n",
       "      <td>-0.201492</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>0.248454</td>\n",
       "      <td>-1.003439</td>\n",
       "      <td>0.360460</td>\n",
       "      <td>-0.331352</td>\n",
       "      <td>1.389764</td>\n",
       "      <td>-1.345210</td>\n",
       "      <td>-0.740875</td>\n",
       "      <td>0.773240</td>\n",
       "      <td>0.185734</td>\n",
       "      <td>1.416412</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>2.026704</td>\n",
       "      <td>-0.302181</td>\n",
       "      <td>1.993077</td>\n",
       "      <td>-2.603137</td>\n",
       "      <td>1.153590</td>\n",
       "      <td>1.386349</td>\n",
       "      <td>-3.150325</td>\n",
       "      <td>-0.064184</td>\n",
       "      <td>-1.580021</td>\n",
       "      <td>-0.361311</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>-1.611272</td>\n",
       "      <td>-0.723990</td>\n",
       "      <td>-1.847430</td>\n",
       "      <td>-0.195390</td>\n",
       "      <td>-1.395789</td>\n",
       "      <td>0.591349</td>\n",
       "      <td>3.307489</td>\n",
       "      <td>-0.789339</td>\n",
       "      <td>0.397202</td>\n",
       "      <td>-0.451949</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>0.949311</td>\n",
       "      <td>1.103877</td>\n",
       "      <td>0.889117</td>\n",
       "      <td>0.475168</td>\n",
       "      <td>-1.548961</td>\n",
       "      <td>0.257976</td>\n",
       "      <td>-1.339882</td>\n",
       "      <td>-0.589272</td>\n",
       "      <td>-0.885290</td>\n",
       "      <td>-0.002404</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>0.699666</td>\n",
       "      <td>-2.384307</td>\n",
       "      <td>0.568143</td>\n",
       "      <td>0.745151</td>\n",
       "      <td>0.082773</td>\n",
       "      <td>0.036783</td>\n",
       "      <td>-0.721330</td>\n",
       "      <td>0.428342</td>\n",
       "      <td>-0.937254</td>\n",
       "      <td>0.134166</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>366</th>\n",
       "      <td>0.337882</td>\n",
       "      <td>-0.607354</td>\n",
       "      <td>0.190286</td>\n",
       "      <td>-0.077221</td>\n",
       "      <td>-1.292625</td>\n",
       "      <td>-0.532169</td>\n",
       "      <td>-0.091547</td>\n",
       "      <td>0.418206</td>\n",
       "      <td>-0.727336</td>\n",
       "      <td>0.425844</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>0.484150</td>\n",
       "      <td>0.910216</td>\n",
       "      <td>0.627347</td>\n",
       "      <td>-0.183528</td>\n",
       "      <td>-0.403288</td>\n",
       "      <td>0.084527</td>\n",
       "      <td>-1.214447</td>\n",
       "      <td>0.056742</td>\n",
       "      <td>0.116669</td>\n",
       "      <td>-1.209199</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>0.448819</td>\n",
       "      <td>-0.761760</td>\n",
       "      <td>0.367734</td>\n",
       "      <td>-0.299696</td>\n",
       "      <td>-0.657035</td>\n",
       "      <td>0.994558</td>\n",
       "      <td>-0.472745</td>\n",
       "      <td>-0.047799</td>\n",
       "      <td>-0.590499</td>\n",
       "      <td>1.575876</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>0.257510</td>\n",
       "      <td>-0.242699</td>\n",
       "      <td>-0.364634</td>\n",
       "      <td>-1.890010</td>\n",
       "      <td>1.629642</td>\n",
       "      <td>-0.372676</td>\n",
       "      <td>1.486806</td>\n",
       "      <td>-1.039807</td>\n",
       "      <td>-2.219531</td>\n",
       "      <td>-0.454795</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>0.294213</td>\n",
       "      <td>0.637325</td>\n",
       "      <td>-0.102778</td>\n",
       "      <td>1.616300</td>\n",
       "      <td>-0.225656</td>\n",
       "      <td>1.389024</td>\n",
       "      <td>0.740242</td>\n",
       "      <td>-0.034551</td>\n",
       "      <td>-1.510513</td>\n",
       "      <td>-1.392735</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>0.109856</td>\n",
       "      <td>0.190917</td>\n",
       "      <td>-0.309500</td>\n",
       "      <td>-0.036331</td>\n",
       "      <td>-0.075871</td>\n",
       "      <td>-1.684668</td>\n",
       "      <td>1.104455</td>\n",
       "      <td>-0.522132</td>\n",
       "      <td>-1.449851</td>\n",
       "      <td>0.146935</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>1.041536</td>\n",
       "      <td>-1.319247</td>\n",
       "      <td>0.912847</td>\n",
       "      <td>-0.202981</td>\n",
       "      <td>1.096469</td>\n",
       "      <td>-0.625677</td>\n",
       "      <td>-1.278715</td>\n",
       "      <td>-0.063525</td>\n",
       "      <td>-1.175983</td>\n",
       "      <td>-0.800039</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>-0.153998</td>\n",
       "      <td>1.592670</td>\n",
       "      <td>-0.470351</td>\n",
       "      <td>0.019344</td>\n",
       "      <td>0.210601</td>\n",
       "      <td>-0.488476</td>\n",
       "      <td>1.213373</td>\n",
       "      <td>-0.049880</td>\n",
       "      <td>-0.921913</td>\n",
       "      <td>-1.188963</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>-0.514036</td>\n",
       "      <td>1.650573</td>\n",
       "      <td>-0.435614</td>\n",
       "      <td>-0.629212</td>\n",
       "      <td>2.135587</td>\n",
       "      <td>0.282034</td>\n",
       "      <td>0.585556</td>\n",
       "      <td>0.033525</td>\n",
       "      <td>0.629105</td>\n",
       "      <td>-0.032047</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>0.565116</td>\n",
       "      <td>1.892192</td>\n",
       "      <td>0.515312</td>\n",
       "      <td>-0.883719</td>\n",
       "      <td>-1.477612</td>\n",
       "      <td>0.257601</td>\n",
       "      <td>-0.754948</td>\n",
       "      <td>-0.870728</td>\n",
       "      <td>-0.572653</td>\n",
       "      <td>-0.773030</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>-0.036502</td>\n",
       "      <td>-0.998095</td>\n",
       "      <td>-0.043670</td>\n",
       "      <td>-1.754285</td>\n",
       "      <td>-1.464975</td>\n",
       "      <td>-0.668455</td>\n",
       "      <td>0.080483</td>\n",
       "      <td>1.806089</td>\n",
       "      <td>0.003055</td>\n",
       "      <td>0.094528</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>0.439926</td>\n",
       "      <td>-0.716573</td>\n",
       "      <td>0.718390</td>\n",
       "      <td>0.809594</td>\n",
       "      <td>0.136597</td>\n",
       "      <td>0.025385</td>\n",
       "      <td>-1.556594</td>\n",
       "      <td>0.858139</td>\n",
       "      <td>0.590711</td>\n",
       "      <td>0.530894</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>0.493688</td>\n",
       "      <td>0.957792</td>\n",
       "      <td>0.533066</td>\n",
       "      <td>0.207603</td>\n",
       "      <td>-0.607646</td>\n",
       "      <td>-0.137311</td>\n",
       "      <td>-0.912677</td>\n",
       "      <td>-1.095519</td>\n",
       "      <td>-0.229456</td>\n",
       "      <td>0.307677</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>0.432536</td>\n",
       "      <td>-0.335138</td>\n",
       "      <td>0.278185</td>\n",
       "      <td>0.342338</td>\n",
       "      <td>1.987061</td>\n",
       "      <td>-0.530971</td>\n",
       "      <td>-0.222842</td>\n",
       "      <td>0.853976</td>\n",
       "      <td>-0.818068</td>\n",
       "      <td>1.554160</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>0.245066</td>\n",
       "      <td>1.118632</td>\n",
       "      <td>0.543193</td>\n",
       "      <td>0.013043</td>\n",
       "      <td>-0.856349</td>\n",
       "      <td>-0.611634</td>\n",
       "      <td>-1.303880</td>\n",
       "      <td>-0.110005</td>\n",
       "      <td>0.796303</td>\n",
       "      <td>-0.179251</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>381</th>\n",
       "      <td>-0.765189</td>\n",
       "      <td>0.945312</td>\n",
       "      <td>-0.672754</td>\n",
       "      <td>-0.552569</td>\n",
       "      <td>-0.442589</td>\n",
       "      <td>0.007728</td>\n",
       "      <td>0.945882</td>\n",
       "      <td>2.044482</td>\n",
       "      <td>0.857071</td>\n",
       "      <td>-1.873006</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>-1.113079</td>\n",
       "      <td>1.635066</td>\n",
       "      <td>-1.844433</td>\n",
       "      <td>1.311693</td>\n",
       "      <td>-0.215961</td>\n",
       "      <td>0.937477</td>\n",
       "      <td>4.020262</td>\n",
       "      <td>-0.253676</td>\n",
       "      <td>-1.582143</td>\n",
       "      <td>-1.092142</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>-0.413844</td>\n",
       "      <td>0.020417</td>\n",
       "      <td>0.055136</td>\n",
       "      <td>-1.465674</td>\n",
       "      <td>0.338357</td>\n",
       "      <td>-0.992578</td>\n",
       "      <td>-0.768089</td>\n",
       "      <td>0.366746</td>\n",
       "      <td>1.832499</td>\n",
       "      <td>-1.769050</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>384</th>\n",
       "      <td>0.696465</td>\n",
       "      <td>0.272421</td>\n",
       "      <td>0.614803</td>\n",
       "      <td>0.417465</td>\n",
       "      <td>1.252541</td>\n",
       "      <td>-0.779019</td>\n",
       "      <td>-0.868474</td>\n",
       "      <td>-0.818605</td>\n",
       "      <td>-0.772025</td>\n",
       "      <td>1.191086</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>-1.090300</td>\n",
       "      <td>0.369016</td>\n",
       "      <td>-0.956928</td>\n",
       "      <td>0.124286</td>\n",
       "      <td>0.240877</td>\n",
       "      <td>-0.665693</td>\n",
       "      <td>1.342682</td>\n",
       "      <td>0.776937</td>\n",
       "      <td>1.226660</td>\n",
       "      <td>0.936056</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>0.372897</td>\n",
       "      <td>-0.589892</td>\n",
       "      <td>0.024903</td>\n",
       "      <td>0.698689</td>\n",
       "      <td>-1.841898</td>\n",
       "      <td>0.892068</td>\n",
       "      <td>0.464301</td>\n",
       "      <td>-1.543118</td>\n",
       "      <td>-1.407500</td>\n",
       "      <td>0.025211</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>0.321492</td>\n",
       "      <td>-1.869742</td>\n",
       "      <td>0.163486</td>\n",
       "      <td>-0.388521</td>\n",
       "      <td>-0.411427</td>\n",
       "      <td>1.153901</td>\n",
       "      <td>-0.033445</td>\n",
       "      <td>0.449219</td>\n",
       "      <td>-0.749459</td>\n",
       "      <td>0.190424</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>388</th>\n",
       "      <td>0.097160</td>\n",
       "      <td>0.157128</td>\n",
       "      <td>0.234262</td>\n",
       "      <td>0.176190</td>\n",
       "      <td>0.295280</td>\n",
       "      <td>-0.776499</td>\n",
       "      <td>-0.574682</td>\n",
       "      <td>0.197917</td>\n",
       "      <td>0.377476</td>\n",
       "      <td>-0.666849</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>-0.803364</td>\n",
       "      <td>-1.829682</td>\n",
       "      <td>-0.239189</td>\n",
       "      <td>0.615967</td>\n",
       "      <td>0.129368</td>\n",
       "      <td>-2.380739</td>\n",
       "      <td>-0.433620</td>\n",
       "      <td>-0.910487</td>\n",
       "      <td>2.426086</td>\n",
       "      <td>1.037181</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>-1.021361</td>\n",
       "      <td>0.856702</td>\n",
       "      <td>-1.119266</td>\n",
       "      <td>1.677377</td>\n",
       "      <td>-0.589332</td>\n",
       "      <td>-0.458639</td>\n",
       "      <td>1.938388</td>\n",
       "      <td>1.076848</td>\n",
       "      <td>0.420997</td>\n",
       "      <td>-0.805172</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>391</th>\n",
       "      <td>0.532570</td>\n",
       "      <td>1.605620</td>\n",
       "      <td>0.417324</td>\n",
       "      <td>-2.080741</td>\n",
       "      <td>-0.384387</td>\n",
       "      <td>-0.205767</td>\n",
       "      <td>-0.502838</td>\n",
       "      <td>-0.936795</td>\n",
       "      <td>-0.762866</td>\n",
       "      <td>1.205818</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>0.345153</td>\n",
       "      <td>1.088770</td>\n",
       "      <td>0.211420</td>\n",
       "      <td>-0.376301</td>\n",
       "      <td>-2.929449</td>\n",
       "      <td>2.052972</td>\n",
       "      <td>-0.145556</td>\n",
       "      <td>-1.171654</td>\n",
       "      <td>-0.687318</td>\n",
       "      <td>0.018819</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>-0.131856</td>\n",
       "      <td>0.975713</td>\n",
       "      <td>0.184937</td>\n",
       "      <td>0.000756</td>\n",
       "      <td>0.337956</td>\n",
       "      <td>-0.592241</td>\n",
       "      <td>-0.755899</td>\n",
       "      <td>-2.153731</td>\n",
       "      <td>1.130708</td>\n",
       "      <td>0.685858</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394</th>\n",
       "      <td>-0.203476</td>\n",
       "      <td>-0.979926</td>\n",
       "      <td>0.102018</td>\n",
       "      <td>-1.957339</td>\n",
       "      <td>-0.344064</td>\n",
       "      <td>-0.374534</td>\n",
       "      <td>-0.606432</td>\n",
       "      <td>0.193379</td>\n",
       "      <td>1.145739</td>\n",
       "      <td>-0.668143</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>0.008290</td>\n",
       "      <td>0.499096</td>\n",
       "      <td>0.469331</td>\n",
       "      <td>-1.692271</td>\n",
       "      <td>1.623885</td>\n",
       "      <td>0.383168</td>\n",
       "      <td>-1.421401</td>\n",
       "      <td>-0.812824</td>\n",
       "      <td>1.500347</td>\n",
       "      <td>-0.170386</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>396</th>\n",
       "      <td>0.210315</td>\n",
       "      <td>-1.151154</td>\n",
       "      <td>-0.016471</td>\n",
       "      <td>-2.839079</td>\n",
       "      <td>0.862224</td>\n",
       "      <td>-1.416227</td>\n",
       "      <td>0.355069</td>\n",
       "      <td>0.956703</td>\n",
       "      <td>-0.893538</td>\n",
       "      <td>-0.809381</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>397</th>\n",
       "      <td>0.944684</td>\n",
       "      <td>-0.025494</td>\n",
       "      <td>0.901246</td>\n",
       "      <td>-0.217159</td>\n",
       "      <td>-0.104968</td>\n",
       "      <td>0.612791</td>\n",
       "      <td>-1.383629</td>\n",
       "      <td>-0.603859</td>\n",
       "      <td>-0.827190</td>\n",
       "      <td>0.058370</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>398</th>\n",
       "      <td>0.593543</td>\n",
       "      <td>1.171810</td>\n",
       "      <td>0.585635</td>\n",
       "      <td>1.498098</td>\n",
       "      <td>1.530335</td>\n",
       "      <td>-0.778095</td>\n",
       "      <td>-0.928534</td>\n",
       "      <td>-1.455055</td>\n",
       "      <td>-0.456387</td>\n",
       "      <td>-0.816155</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>399</th>\n",
       "      <td>1.635396</td>\n",
       "      <td>-0.370508</td>\n",
       "      <td>1.554867</td>\n",
       "      <td>-1.405567</td>\n",
       "      <td>-1.089633</td>\n",
       "      <td>-0.784762</td>\n",
       "      <td>-2.378996</td>\n",
       "      <td>0.902277</td>\n",
       "      <td>-1.449412</td>\n",
       "      <td>0.015618</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>400</th>\n",
       "      <td>-0.159898</td>\n",
       "      <td>0.388376</td>\n",
       "      <td>-0.436327</td>\n",
       "      <td>-0.094824</td>\n",
       "      <td>-1.518911</td>\n",
       "      <td>-2.630730</td>\n",
       "      <td>1.100909</td>\n",
       "      <td>0.243530</td>\n",
       "      <td>-0.787189</td>\n",
       "      <td>-0.514783</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>401</th>\n",
       "      <td>-1.671878</td>\n",
       "      <td>-1.134171</td>\n",
       "      <td>-1.447956</td>\n",
       "      <td>1.029180</td>\n",
       "      <td>-0.428318</td>\n",
       "      <td>-0.010465</td>\n",
       "      <td>1.999606</td>\n",
       "      <td>0.539765</td>\n",
       "      <td>1.944385</td>\n",
       "      <td>-1.794144</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>402</th>\n",
       "      <td>0.617190</td>\n",
       "      <td>1.080056</td>\n",
       "      <td>-0.031531</td>\n",
       "      <td>0.942789</td>\n",
       "      <td>-0.900671</td>\n",
       "      <td>-0.964200</td>\n",
       "      <td>0.990660</td>\n",
       "      <td>1.071930</td>\n",
       "      <td>-2.567272</td>\n",
       "      <td>0.487305</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>403</th>\n",
       "      <td>-0.793611</td>\n",
       "      <td>-1.143019</td>\n",
       "      <td>-1.122137</td>\n",
       "      <td>0.820158</td>\n",
       "      <td>1.029457</td>\n",
       "      <td>0.872315</td>\n",
       "      <td>2.277186</td>\n",
       "      <td>0.072874</td>\n",
       "      <td>-0.497720</td>\n",
       "      <td>-0.064689</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>-1.035975</td>\n",
       "      <td>-0.270367</td>\n",
       "      <td>-0.880468</td>\n",
       "      <td>-0.027384</td>\n",
       "      <td>0.142991</td>\n",
       "      <td>-1.726011</td>\n",
       "      <td>1.187882</td>\n",
       "      <td>0.686957</td>\n",
       "      <td>1.259575</td>\n",
       "      <td>1.953107</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>405</th>\n",
       "      <td>-0.101471</td>\n",
       "      <td>-1.625544</td>\n",
       "      <td>0.186765</td>\n",
       "      <td>-2.506572</td>\n",
       "      <td>-1.747222</td>\n",
       "      <td>0.094621</td>\n",
       "      <td>-0.717452</td>\n",
       "      <td>0.139498</td>\n",
       "      <td>1.015362</td>\n",
       "      <td>0.297462</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>406</th>\n",
       "      <td>-0.205288</td>\n",
       "      <td>-0.410518</td>\n",
       "      <td>0.301110</td>\n",
       "      <td>1.818899</td>\n",
       "      <td>0.295233</td>\n",
       "      <td>-0.238234</td>\n",
       "      <td>-1.217120</td>\n",
       "      <td>0.136747</td>\n",
       "      <td>1.803470</td>\n",
       "      <td>1.177185</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>407</th>\n",
       "      <td>0.144403</td>\n",
       "      <td>0.386323</td>\n",
       "      <td>-0.030393</td>\n",
       "      <td>-0.204471</td>\n",
       "      <td>0.241322</td>\n",
       "      <td>-1.151014</td>\n",
       "      <td>0.302077</td>\n",
       "      <td>1.573020</td>\n",
       "      <td>-0.675861</td>\n",
       "      <td>1.755476</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>408</th>\n",
       "      <td>1.760163</td>\n",
       "      <td>0.505589</td>\n",
       "      <td>1.729900</td>\n",
       "      <td>1.489113</td>\n",
       "      <td>1.972542</td>\n",
       "      <td>-1.385988</td>\n",
       "      <td>-2.732778</td>\n",
       "      <td>-0.404397</td>\n",
       "      <td>-1.375683</td>\n",
       "      <td>2.271450</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>409</th>\n",
       "      <td>0.570935</td>\n",
       "      <td>-0.096624</td>\n",
       "      <td>0.420876</td>\n",
       "      <td>-0.415967</td>\n",
       "      <td>-0.389924</td>\n",
       "      <td>0.158053</td>\n",
       "      <td>-0.458095</td>\n",
       "      <td>0.608246</td>\n",
       "      <td>-0.904436</td>\n",
       "      <td>-0.945746</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>410</th>\n",
       "      <td>-0.823942</td>\n",
       "      <td>1.638961</td>\n",
       "      <td>-0.681478</td>\n",
       "      <td>0.908023</td>\n",
       "      <td>1.209231</td>\n",
       "      <td>-0.024286</td>\n",
       "      <td>0.887385</td>\n",
       "      <td>2.209856</td>\n",
       "      <td>1.063154</td>\n",
       "      <td>-0.707440</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>411</th>\n",
       "      <td>0.549369</td>\n",
       "      <td>-1.358574</td>\n",
       "      <td>-0.094691</td>\n",
       "      <td>-1.079736</td>\n",
       "      <td>-0.132137</td>\n",
       "      <td>-0.523731</td>\n",
       "      <td>1.085283</td>\n",
       "      <td>-0.101281</td>\n",
       "      <td>-2.502847</td>\n",
       "      <td>-2.021799</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>412</th>\n",
       "      <td>-0.213034</td>\n",
       "      <td>0.719758</td>\n",
       "      <td>-0.392786</td>\n",
       "      <td>-1.293273</td>\n",
       "      <td>1.804348</td>\n",
       "      <td>-0.190904</td>\n",
       "      <td>0.890930</td>\n",
       "      <td>0.472406</td>\n",
       "      <td>-0.432774</td>\n",
       "      <td>-0.956436</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>413</th>\n",
       "      <td>-1.768104</td>\n",
       "      <td>-0.561930</td>\n",
       "      <td>-1.489567</td>\n",
       "      <td>-1.428905</td>\n",
       "      <td>-2.152914</td>\n",
       "      <td>-0.030787</td>\n",
       "      <td>1.987255</td>\n",
       "      <td>0.667245</td>\n",
       "      <td>2.192629</td>\n",
       "      <td>1.189226</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>0.288664</td>\n",
       "      <td>-0.629263</td>\n",
       "      <td>0.156813</td>\n",
       "      <td>1.533728</td>\n",
       "      <td>-1.522359</td>\n",
       "      <td>1.112688</td>\n",
       "      <td>-0.060635</td>\n",
       "      <td>-1.707358</td>\n",
       "      <td>-0.640191</td>\n",
       "      <td>-0.535801</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>415</th>\n",
       "      <td>1.918756</td>\n",
       "      <td>-0.549557</td>\n",
       "      <td>1.888743</td>\n",
       "      <td>0.859588</td>\n",
       "      <td>1.992515</td>\n",
       "      <td>-0.766657</td>\n",
       "      <td>-2.988099</td>\n",
       "      <td>-0.045411</td>\n",
       "      <td>-1.489904</td>\n",
       "      <td>-0.387131</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>416</th>\n",
       "      <td>0.236292</td>\n",
       "      <td>-0.565576</td>\n",
       "      <td>-0.383014</td>\n",
       "      <td>-0.471316</td>\n",
       "      <td>1.481961</td>\n",
       "      <td>-0.283218</td>\n",
       "      <td>1.512195</td>\n",
       "      <td>-0.157747</td>\n",
       "      <td>-2.194866</td>\n",
       "      <td>0.718417</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>417</th>\n",
       "      <td>0.208964</td>\n",
       "      <td>-0.175564</td>\n",
       "      <td>0.048272</td>\n",
       "      <td>0.668655</td>\n",
       "      <td>0.685508</td>\n",
       "      <td>1.848609</td>\n",
       "      <td>0.155374</td>\n",
       "      <td>1.295872</td>\n",
       "      <td>-0.676608</td>\n",
       "      <td>0.098068</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>418</th>\n",
       "      <td>-0.927878</td>\n",
       "      <td>0.633225</td>\n",
       "      <td>-0.821563</td>\n",
       "      <td>-0.387630</td>\n",
       "      <td>0.102646</td>\n",
       "      <td>-0.297796</td>\n",
       "      <td>1.164617</td>\n",
       "      <td>-0.149361</td>\n",
       "      <td>1.020438</td>\n",
       "      <td>-1.934964</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>419</th>\n",
       "      <td>0.934847</td>\n",
       "      <td>-1.912255</td>\n",
       "      <td>0.829945</td>\n",
       "      <td>-0.068634</td>\n",
       "      <td>-1.820603</td>\n",
       "      <td>0.270057</td>\n",
       "      <td>-1.180118</td>\n",
       "      <td>1.987276</td>\n",
       "      <td>-1.020876</td>\n",
       "      <td>-1.368315</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>420</th>\n",
       "      <td>0.012899</td>\n",
       "      <td>0.931666</td>\n",
       "      <td>0.010316</td>\n",
       "      <td>0.395374</td>\n",
       "      <td>0.572445</td>\n",
       "      <td>0.397047</td>\n",
       "      <td>-0.012814</td>\n",
       "      <td>-0.795989</td>\n",
       "      <td>-0.017796</td>\n",
       "      <td>-0.312677</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>0.239515</td>\n",
       "      <td>-0.993863</td>\n",
       "      <td>-0.195976</td>\n",
       "      <td>0.420192</td>\n",
       "      <td>0.654976</td>\n",
       "      <td>0.810799</td>\n",
       "      <td>0.945621</td>\n",
       "      <td>0.097670</td>\n",
       "      <td>-1.596624</td>\n",
       "      <td>-0.856498</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>0.072534</td>\n",
       "      <td>-0.893746</td>\n",
       "      <td>0.482586</td>\n",
       "      <td>-0.387965</td>\n",
       "      <td>-0.151967</td>\n",
       "      <td>1.060144</td>\n",
       "      <td>-1.368791</td>\n",
       "      <td>-2.899514</td>\n",
       "      <td>1.287152</td>\n",
       "      <td>-0.176134</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>423</th>\n",
       "      <td>0.638386</td>\n",
       "      <td>-0.113481</td>\n",
       "      <td>0.108831</td>\n",
       "      <td>0.221558</td>\n",
       "      <td>-1.098620</td>\n",
       "      <td>1.420504</td>\n",
       "      <td>0.592685</td>\n",
       "      <td>-1.031955</td>\n",
       "      <td>-2.193295</td>\n",
       "      <td>1.234752</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>424</th>\n",
       "      <td>2.772194</td>\n",
       "      <td>-0.477646</td>\n",
       "      <td>2.802919</td>\n",
       "      <td>-1.255135</td>\n",
       "      <td>-0.387700</td>\n",
       "      <td>-0.413616</td>\n",
       "      <td>-4.543441</td>\n",
       "      <td>-0.560608</td>\n",
       "      <td>-1.910530</td>\n",
       "      <td>-0.127655</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>425</th>\n",
       "      <td>0.392088</td>\n",
       "      <td>-0.673790</td>\n",
       "      <td>0.777660</td>\n",
       "      <td>0.957537</td>\n",
       "      <td>1.083000</td>\n",
       "      <td>-1.076381</td>\n",
       "      <td>-1.806933</td>\n",
       "      <td>-0.149456</td>\n",
       "      <td>0.975364</td>\n",
       "      <td>-2.712613</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426</th>\n",
       "      <td>0.676556</td>\n",
       "      <td>-1.821086</td>\n",
       "      <td>0.208752</td>\n",
       "      <td>-0.597668</td>\n",
       "      <td>-1.040194</td>\n",
       "      <td>1.945195</td>\n",
       "      <td>0.342823</td>\n",
       "      <td>0.584314</td>\n",
       "      <td>-2.019226</td>\n",
       "      <td>0.370212</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>427</th>\n",
       "      <td>-1.040129</td>\n",
       "      <td>-1.472037</td>\n",
       "      <td>-1.523147</td>\n",
       "      <td>-1.373835</td>\n",
       "      <td>-1.008449</td>\n",
       "      <td>-2.085898</td>\n",
       "      <td>3.144709</td>\n",
       "      <td>0.115825</td>\n",
       "      <td>-0.823666</td>\n",
       "      <td>1.378470</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>428</th>\n",
       "      <td>-0.582010</td>\n",
       "      <td>-0.796137</td>\n",
       "      <td>-0.995282</td>\n",
       "      <td>-0.950063</td>\n",
       "      <td>-1.037066</td>\n",
       "      <td>0.665369</td>\n",
       "      <td>2.196376</td>\n",
       "      <td>-0.482910</td>\n",
       "      <td>-0.928102</td>\n",
       "      <td>-1.443604</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>429</th>\n",
       "      <td>-0.799896</td>\n",
       "      <td>-0.309066</td>\n",
       "      <td>-0.712604</td>\n",
       "      <td>0.404823</td>\n",
       "      <td>0.872817</td>\n",
       "      <td>0.732081</td>\n",
       "      <td>1.017293</td>\n",
       "      <td>-0.853933</td>\n",
       "      <td>0.865449</td>\n",
       "      <td>-0.035096</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>430</th>\n",
       "      <td>-0.200764</td>\n",
       "      <td>0.262561</td>\n",
       "      <td>-0.401281</td>\n",
       "      <td>0.193590</td>\n",
       "      <td>-0.476221</td>\n",
       "      <td>0.874389</td>\n",
       "      <td>0.934657</td>\n",
       "      <td>-0.137372</td>\n",
       "      <td>-0.509520</td>\n",
       "      <td>0.850898</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>431</th>\n",
       "      <td>1.874906</td>\n",
       "      <td>-1.002217</td>\n",
       "      <td>1.792044</td>\n",
       "      <td>-0.752435</td>\n",
       "      <td>-1.317132</td>\n",
       "      <td>0.776028</td>\n",
       "      <td>-2.756306</td>\n",
       "      <td>-0.501402</td>\n",
       "      <td>-1.630771</td>\n",
       "      <td>-1.466785</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>432</th>\n",
       "      <td>-1.138547</td>\n",
       "      <td>0.894233</td>\n",
       "      <td>-0.994614</td>\n",
       "      <td>-0.766323</td>\n",
       "      <td>-0.506189</td>\n",
       "      <td>-0.179515</td>\n",
       "      <td>1.387867</td>\n",
       "      <td>0.365760</td>\n",
       "      <td>1.296164</td>\n",
       "      <td>-0.264546</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>433</th>\n",
       "      <td>-0.232279</td>\n",
       "      <td>0.797975</td>\n",
       "      <td>-0.177202</td>\n",
       "      <td>-0.555109</td>\n",
       "      <td>0.460797</td>\n",
       "      <td>-1.522334</td>\n",
       "      <td>0.204612</td>\n",
       "      <td>-0.092875</td>\n",
       "      <td>0.348447</td>\n",
       "      <td>0.012170</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>434</th>\n",
       "      <td>-0.347147</td>\n",
       "      <td>-0.114472</td>\n",
       "      <td>0.104893</td>\n",
       "      <td>0.147756</td>\n",
       "      <td>0.551964</td>\n",
       "      <td>-0.344098</td>\n",
       "      <td>-0.823407</td>\n",
       "      <td>0.210367</td>\n",
       "      <td>1.728772</td>\n",
       "      <td>-0.761825</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>435</th>\n",
       "      <td>0.385200</td>\n",
       "      <td>0.686354</td>\n",
       "      <td>0.150535</td>\n",
       "      <td>-0.838893</td>\n",
       "      <td>-0.345165</td>\n",
       "      <td>0.489255</td>\n",
       "      <td>0.098426</td>\n",
       "      <td>-2.019927</td>\n",
       "      <td>-1.046139</td>\n",
       "      <td>0.067839</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>436</th>\n",
       "      <td>0.124982</td>\n",
       "      <td>-1.178923</td>\n",
       "      <td>0.344501</td>\n",
       "      <td>-0.219669</td>\n",
       "      <td>-0.020561</td>\n",
       "      <td>0.289184</td>\n",
       "      <td>-0.871053</td>\n",
       "      <td>-1.555374</td>\n",
       "      <td>0.626574</td>\n",
       "      <td>0.609526</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>437</th>\n",
       "      <td>1.531281</td>\n",
       "      <td>1.530195</td>\n",
       "      <td>1.428683</td>\n",
       "      <td>0.664927</td>\n",
       "      <td>-1.010598</td>\n",
       "      <td>-0.515218</td>\n",
       "      <td>-2.144482</td>\n",
       "      <td>-1.597599</td>\n",
       "      <td>-1.445993</td>\n",
       "      <td>-0.924564</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>438</th>\n",
       "      <td>-0.298488</td>\n",
       "      <td>-0.365677</td>\n",
       "      <td>0.158713</td>\n",
       "      <td>0.504271</td>\n",
       "      <td>0.330114</td>\n",
       "      <td>-0.814011</td>\n",
       "      <td>-0.917271</td>\n",
       "      <td>1.336969</td>\n",
       "      <td>1.710337</td>\n",
       "      <td>0.521449</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>439</th>\n",
       "      <td>1.471897</td>\n",
       "      <td>-0.194697</td>\n",
       "      <td>1.393640</td>\n",
       "      <td>-0.064188</td>\n",
       "      <td>-0.718832</td>\n",
       "      <td>0.745005</td>\n",
       "      <td>-2.123507</td>\n",
       "      <td>0.252240</td>\n",
       "      <td>-1.323388</td>\n",
       "      <td>0.091752</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>440</th>\n",
       "      <td>0.336725</td>\n",
       "      <td>0.167570</td>\n",
       "      <td>0.601181</td>\n",
       "      <td>1.162260</td>\n",
       "      <td>0.613771</td>\n",
       "      <td>0.375456</td>\n",
       "      <td>-1.348164</td>\n",
       "      <td>0.894911</td>\n",
       "      <td>0.619803</td>\n",
       "      <td>-0.539591</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>441</th>\n",
       "      <td>0.054850</td>\n",
       "      <td>0.862543</td>\n",
       "      <td>0.374521</td>\n",
       "      <td>-1.694973</td>\n",
       "      <td>-1.426827</td>\n",
       "      <td>0.069337</td>\n",
       "      <td>-1.064365</td>\n",
       "      <td>0.817306</td>\n",
       "      <td>1.004673</td>\n",
       "      <td>0.820232</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>442</th>\n",
       "      <td>0.698547</td>\n",
       "      <td>-0.033613</td>\n",
       "      <td>0.534329</td>\n",
       "      <td>0.454741</td>\n",
       "      <td>0.253165</td>\n",
       "      <td>0.820344</td>\n",
       "      <td>-0.619678</td>\n",
       "      <td>-0.196467</td>\n",
       "      <td>-1.043268</td>\n",
       "      <td>-0.516430</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>443</th>\n",
       "      <td>0.072717</td>\n",
       "      <td>-0.179093</td>\n",
       "      <td>0.087370</td>\n",
       "      <td>0.395820</td>\n",
       "      <td>0.034027</td>\n",
       "      <td>0.111373</td>\n",
       "      <td>-0.161470</td>\n",
       "      <td>0.734638</td>\n",
       "      <td>-0.004873</td>\n",
       "      <td>0.692856</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>444</th>\n",
       "      <td>-0.013940</td>\n",
       "      <td>-0.036590</td>\n",
       "      <td>0.530438</td>\n",
       "      <td>0.659650</td>\n",
       "      <td>-1.036309</td>\n",
       "      <td>-0.203461</td>\n",
       "      <td>-1.640245</td>\n",
       "      <td>-0.748096</td>\n",
       "      <td>1.788760</td>\n",
       "      <td>1.090183</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>445</th>\n",
       "      <td>-2.563238</td>\n",
       "      <td>0.976431</td>\n",
       "      <td>-2.215237</td>\n",
       "      <td>-1.132149</td>\n",
       "      <td>0.684450</td>\n",
       "      <td>-0.421199</td>\n",
       "      <td>3.051356</td>\n",
       "      <td>0.687427</td>\n",
       "      <td>2.996372</td>\n",
       "      <td>-1.098916</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>446</th>\n",
       "      <td>-0.241152</td>\n",
       "      <td>0.743652</td>\n",
       "      <td>0.127701</td>\n",
       "      <td>-0.204877</td>\n",
       "      <td>-0.335244</td>\n",
       "      <td>-1.341065</td>\n",
       "      <td>-0.739471</td>\n",
       "      <td>1.607578</td>\n",
       "      <td>1.380087</td>\n",
       "      <td>0.031396</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>447</th>\n",
       "      <td>0.558448</td>\n",
       "      <td>-0.965783</td>\n",
       "      <td>0.789015</td>\n",
       "      <td>-0.538574</td>\n",
       "      <td>0.819373</td>\n",
       "      <td>0.423889</td>\n",
       "      <td>-1.600546</td>\n",
       "      <td>-1.482984</td>\n",
       "      <td>0.348242</td>\n",
       "      <td>-0.466759</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>448</th>\n",
       "      <td>-1.395580</td>\n",
       "      <td>-0.616775</td>\n",
       "      <td>-1.202405</td>\n",
       "      <td>-1.347996</td>\n",
       "      <td>-0.909690</td>\n",
       "      <td>0.759500</td>\n",
       "      <td>1.650035</td>\n",
       "      <td>-0.032042</td>\n",
       "      <td>1.643497</td>\n",
       "      <td>-0.605680</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>449</th>\n",
       "      <td>0.463545</td>\n",
       "      <td>-0.087085</td>\n",
       "      <td>0.702689</td>\n",
       "      <td>1.879875</td>\n",
       "      <td>1.199300</td>\n",
       "      <td>-0.032277</td>\n",
       "      <td>-1.474414</td>\n",
       "      <td>-0.327806</td>\n",
       "      <td>0.445106</td>\n",
       "      <td>0.520756</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>450</th>\n",
       "      <td>0.469350</td>\n",
       "      <td>0.555941</td>\n",
       "      <td>0.443955</td>\n",
       "      <td>-1.904944</td>\n",
       "      <td>0.450496</td>\n",
       "      <td>-0.261758</td>\n",
       "      <td>-0.675786</td>\n",
       "      <td>1.722155</td>\n",
       "      <td>-0.423433</td>\n",
       "      <td>-0.433873</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>451</th>\n",
       "      <td>0.582760</td>\n",
       "      <td>-1.122545</td>\n",
       "      <td>0.422657</td>\n",
       "      <td>-0.917503</td>\n",
       "      <td>0.818778</td>\n",
       "      <td>1.537932</td>\n",
       "      <td>-0.446398</td>\n",
       "      <td>0.271495</td>\n",
       "      <td>-0.945833</td>\n",
       "      <td>1.017661</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>452</th>\n",
       "      <td>-0.471801</td>\n",
       "      <td>-0.382817</td>\n",
       "      <td>-0.498364</td>\n",
       "      <td>-0.123729</td>\n",
       "      <td>-1.264498</td>\n",
       "      <td>-1.793106</td>\n",
       "      <td>0.838407</td>\n",
       "      <td>-1.184031</td>\n",
       "      <td>0.255451</td>\n",
       "      <td>-0.397680</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>453</th>\n",
       "      <td>1.263931</td>\n",
       "      <td>0.101856</td>\n",
       "      <td>1.180631</td>\n",
       "      <td>1.549020</td>\n",
       "      <td>-0.354041</td>\n",
       "      <td>-0.573602</td>\n",
       "      <td>-1.774300</td>\n",
       "      <td>-1.467525</td>\n",
       "      <td>-1.189012</td>\n",
       "      <td>-1.239107</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>454</th>\n",
       "      <td>-0.672610</td>\n",
       "      <td>-0.993359</td>\n",
       "      <td>-0.798720</td>\n",
       "      <td>-1.015879</td>\n",
       "      <td>-0.164335</td>\n",
       "      <td>0.212093</td>\n",
       "      <td>1.464756</td>\n",
       "      <td>-1.600271</td>\n",
       "      <td>0.075864</td>\n",
       "      <td>-1.388543</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>455</th>\n",
       "      <td>-0.735267</td>\n",
       "      <td>-0.196922</td>\n",
       "      <td>-0.803637</td>\n",
       "      <td>-0.464581</td>\n",
       "      <td>-0.630025</td>\n",
       "      <td>0.731956</td>\n",
       "      <td>1.388979</td>\n",
       "      <td>-1.745707</td>\n",
       "      <td>0.309967</td>\n",
       "      <td>0.044359</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>456</th>\n",
       "      <td>0.100617</td>\n",
       "      <td>-0.447961</td>\n",
       "      <td>0.595590</td>\n",
       "      <td>-1.214806</td>\n",
       "      <td>-0.767067</td>\n",
       "      <td>-0.603838</td>\n",
       "      <td>-1.673229</td>\n",
       "      <td>-0.230586</td>\n",
       "      <td>1.544242</td>\n",
       "      <td>-2.208281</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>457</th>\n",
       "      <td>0.049989</td>\n",
       "      <td>-0.717016</td>\n",
       "      <td>-0.108122</td>\n",
       "      <td>-1.284584</td>\n",
       "      <td>0.052258</td>\n",
       "      <td>-1.060605</td>\n",
       "      <td>0.402661</td>\n",
       "      <td>-2.105647</td>\n",
       "      <td>-0.552859</td>\n",
       "      <td>0.977816</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>458</th>\n",
       "      <td>0.048441</td>\n",
       "      <td>-0.850613</td>\n",
       "      <td>0.330658</td>\n",
       "      <td>-0.541007</td>\n",
       "      <td>-0.601944</td>\n",
       "      <td>-0.633231</td>\n",
       "      <td>-0.939691</td>\n",
       "      <td>-0.221888</td>\n",
       "      <td>0.886952</td>\n",
       "      <td>0.755666</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>459</th>\n",
       "      <td>-1.677929</td>\n",
       "      <td>0.739944</td>\n",
       "      <td>-1.432634</td>\n",
       "      <td>1.679747</td>\n",
       "      <td>0.011863</td>\n",
       "      <td>-0.980788</td>\n",
       "      <td>1.944045</td>\n",
       "      <td>1.917259</td>\n",
       "      <td>2.018603</td>\n",
       "      <td>0.342106</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>460</th>\n",
       "      <td>0.066661</td>\n",
       "      <td>1.663733</td>\n",
       "      <td>0.142392</td>\n",
       "      <td>0.305243</td>\n",
       "      <td>1.351114</td>\n",
       "      <td>1.292745</td>\n",
       "      <td>-0.338291</td>\n",
       "      <td>1.414187</td>\n",
       "      <td>0.199082</td>\n",
       "      <td>0.587392</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>461</th>\n",
       "      <td>-0.549477</td>\n",
       "      <td>0.518871</td>\n",
       "      <td>-1.422074</td>\n",
       "      <td>0.495805</td>\n",
       "      <td>-1.365022</td>\n",
       "      <td>0.701495</td>\n",
       "      <td>3.547011</td>\n",
       "      <td>0.414773</td>\n",
       "      <td>-2.452455</td>\n",
       "      <td>0.001619</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>462</th>\n",
       "      <td>-0.298567</td>\n",
       "      <td>-0.206985</td>\n",
       "      <td>0.182561</td>\n",
       "      <td>-1.031025</td>\n",
       "      <td>0.480587</td>\n",
       "      <td>-0.872989</td>\n",
       "      <td>-0.990220</td>\n",
       "      <td>-0.836980</td>\n",
       "      <td>1.788569</td>\n",
       "      <td>0.822350</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>463</th>\n",
       "      <td>0.995975</td>\n",
       "      <td>-1.102292</td>\n",
       "      <td>0.935397</td>\n",
       "      <td>0.681360</td>\n",
       "      <td>-0.531214</td>\n",
       "      <td>0.483877</td>\n",
       "      <td>-1.413606</td>\n",
       "      <td>-0.307808</td>\n",
       "      <td>-0.920397</td>\n",
       "      <td>0.408607</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>464</th>\n",
       "      <td>0.945398</td>\n",
       "      <td>-0.735201</td>\n",
       "      <td>0.396874</td>\n",
       "      <td>1.656208</td>\n",
       "      <td>-0.880754</td>\n",
       "      <td>1.798725</td>\n",
       "      <td>0.157840</td>\n",
       "      <td>0.002288</td>\n",
       "      <td>-2.477977</td>\n",
       "      <td>-0.243061</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>465</th>\n",
       "      <td>-1.306864</td>\n",
       "      <td>-1.843794</td>\n",
       "      <td>-1.900197</td>\n",
       "      <td>-0.890318</td>\n",
       "      <td>0.301700</td>\n",
       "      <td>0.175536</td>\n",
       "      <td>3.909762</td>\n",
       "      <td>0.536291</td>\n",
       "      <td>-0.990616</td>\n",
       "      <td>-0.064078</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>466</th>\n",
       "      <td>0.734667</td>\n",
       "      <td>-2.635748</td>\n",
       "      <td>0.635456</td>\n",
       "      <td>0.003376</td>\n",
       "      <td>-0.868293</td>\n",
       "      <td>0.534629</td>\n",
       "      <td>-0.876195</td>\n",
       "      <td>0.924270</td>\n",
       "      <td>-0.857072</td>\n",
       "      <td>0.327821</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>467</th>\n",
       "      <td>0.124174</td>\n",
       "      <td>-0.667189</td>\n",
       "      <td>0.021285</td>\n",
       "      <td>-0.732969</td>\n",
       "      <td>0.356253</td>\n",
       "      <td>1.261519</td>\n",
       "      <td>0.114931</td>\n",
       "      <td>0.425321</td>\n",
       "      <td>-0.426246</td>\n",
       "      <td>1.096070</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>468</th>\n",
       "      <td>0.602331</td>\n",
       "      <td>0.932435</td>\n",
       "      <td>-0.238284</td>\n",
       "      <td>-0.415100</td>\n",
       "      <td>-1.615887</td>\n",
       "      <td>0.299648</td>\n",
       "      <td>1.600587</td>\n",
       "      <td>2.814654</td>\n",
       "      <td>-3.183472</td>\n",
       "      <td>0.700701</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>469</th>\n",
       "      <td>0.198556</td>\n",
       "      <td>0.273118</td>\n",
       "      <td>0.291353</td>\n",
       "      <td>-0.998212</td>\n",
       "      <td>1.087710</td>\n",
       "      <td>0.691619</td>\n",
       "      <td>-0.602115</td>\n",
       "      <td>-0.533090</td>\n",
       "      <td>0.159163</td>\n",
       "      <td>-0.002786</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>470</th>\n",
       "      <td>0.185854</td>\n",
       "      <td>-1.237427</td>\n",
       "      <td>0.024270</td>\n",
       "      <td>0.109408</td>\n",
       "      <td>-1.038544</td>\n",
       "      <td>-1.631276</td>\n",
       "      <td>0.195192</td>\n",
       "      <td>0.313184</td>\n",
       "      <td>-0.662759</td>\n",
       "      <td>1.328641</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>471</th>\n",
       "      <td>0.791113</td>\n",
       "      <td>0.522251</td>\n",
       "      <td>0.620354</td>\n",
       "      <td>-0.097915</td>\n",
       "      <td>0.466545</td>\n",
       "      <td>1.346226</td>\n",
       "      <td>-0.748277</td>\n",
       "      <td>0.889037</td>\n",
       "      <td>-1.131784</td>\n",
       "      <td>2.272435</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>472</th>\n",
       "      <td>-1.073482</td>\n",
       "      <td>-0.499872</td>\n",
       "      <td>-0.909032</td>\n",
       "      <td>0.543032</td>\n",
       "      <td>0.994352</td>\n",
       "      <td>0.902271</td>\n",
       "      <td>1.220770</td>\n",
       "      <td>-0.196093</td>\n",
       "      <td>1.316001</td>\n",
       "      <td>-0.233898</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>473</th>\n",
       "      <td>-1.447905</td>\n",
       "      <td>0.138078</td>\n",
       "      <td>-1.226780</td>\n",
       "      <td>-1.886129</td>\n",
       "      <td>-0.308960</td>\n",
       "      <td>-2.104583</td>\n",
       "      <td>1.648654</td>\n",
       "      <td>0.865290</td>\n",
       "      <td>1.772780</td>\n",
       "      <td>0.053059</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>474</th>\n",
       "      <td>0.737943</td>\n",
       "      <td>0.273011</td>\n",
       "      <td>0.870783</td>\n",
       "      <td>-2.074640</td>\n",
       "      <td>-0.184146</td>\n",
       "      <td>-1.130179</td>\n",
       "      <td>-1.590176</td>\n",
       "      <td>0.016025</td>\n",
       "      <td>-0.101267</td>\n",
       "      <td>-0.091957</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>475</th>\n",
       "      <td>1.409751</td>\n",
       "      <td>0.595029</td>\n",
       "      <td>1.319752</td>\n",
       "      <td>-0.557423</td>\n",
       "      <td>-0.456121</td>\n",
       "      <td>0.181427</td>\n",
       "      <td>-1.987895</td>\n",
       "      <td>-0.926698</td>\n",
       "      <td>-1.316673</td>\n",
       "      <td>-0.412998</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>476</th>\n",
       "      <td>-0.011358</td>\n",
       "      <td>0.650450</td>\n",
       "      <td>-0.162212</td>\n",
       "      <td>-1.503080</td>\n",
       "      <td>0.418398</td>\n",
       "      <td>1.401599</td>\n",
       "      <td>0.478962</td>\n",
       "      <td>-0.998061</td>\n",
       "      <td>-0.484645</td>\n",
       "      <td>1.051948</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>477</th>\n",
       "      <td>2.295238</td>\n",
       "      <td>-0.176774</td>\n",
       "      <td>2.282536</td>\n",
       "      <td>-1.548618</td>\n",
       "      <td>-0.205859</td>\n",
       "      <td>-0.746578</td>\n",
       "      <td>-3.645252</td>\n",
       "      <td>-0.284875</td>\n",
       "      <td>-1.706444</td>\n",
       "      <td>-0.491154</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>478</th>\n",
       "      <td>0.364978</td>\n",
       "      <td>-0.686050</td>\n",
       "      <td>0.578713</td>\n",
       "      <td>-0.617212</td>\n",
       "      <td>-0.771200</td>\n",
       "      <td>-1.773970</td>\n",
       "      <td>-1.238604</td>\n",
       "      <td>-0.345147</td>\n",
       "      <td>0.433589</td>\n",
       "      <td>0.107057</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>479</th>\n",
       "      <td>-0.837147</td>\n",
       "      <td>-0.633273</td>\n",
       "      <td>-0.676582</td>\n",
       "      <td>-0.096760</td>\n",
       "      <td>-1.476263</td>\n",
       "      <td>1.805574</td>\n",
       "      <td>0.853296</td>\n",
       "      <td>3.529055</td>\n",
       "      <td>1.131876</td>\n",
       "      <td>1.010840</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>480</th>\n",
       "      <td>-0.979994</td>\n",
       "      <td>-0.174648</td>\n",
       "      <td>-0.826873</td>\n",
       "      <td>1.360168</td>\n",
       "      <td>0.608267</td>\n",
       "      <td>1.345935</td>\n",
       "      <td>1.105313</td>\n",
       "      <td>0.849585</td>\n",
       "      <td>1.211171</td>\n",
       "      <td>-0.189693</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>481</th>\n",
       "      <td>0.436270</td>\n",
       "      <td>-0.138082</td>\n",
       "      <td>0.753774</td>\n",
       "      <td>0.591136</td>\n",
       "      <td>0.457324</td>\n",
       "      <td>2.098221</td>\n",
       "      <td>-1.669959</td>\n",
       "      <td>1.942246</td>\n",
       "      <td>0.720916</td>\n",
       "      <td>-0.106971</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>482</th>\n",
       "      <td>0.076065</td>\n",
       "      <td>-0.115110</td>\n",
       "      <td>0.368450</td>\n",
       "      <td>-0.345919</td>\n",
       "      <td>-1.391958</td>\n",
       "      <td>1.704102</td>\n",
       "      <td>-1.015085</td>\n",
       "      <td>-1.121751</td>\n",
       "      <td>0.900136</td>\n",
       "      <td>0.889154</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>483</th>\n",
       "      <td>-0.928610</td>\n",
       "      <td>-0.257052</td>\n",
       "      <td>-0.801063</td>\n",
       "      <td>0.277553</td>\n",
       "      <td>-0.628149</td>\n",
       "      <td>1.286382</td>\n",
       "      <td>1.100947</td>\n",
       "      <td>-0.996932</td>\n",
       "      <td>1.090339</td>\n",
       "      <td>-0.933106</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>484</th>\n",
       "      <td>0.748220</td>\n",
       "      <td>1.617213</td>\n",
       "      <td>0.630994</td>\n",
       "      <td>0.104356</td>\n",
       "      <td>1.976441</td>\n",
       "      <td>-1.564242</td>\n",
       "      <td>-0.842926</td>\n",
       "      <td>-1.330314</td>\n",
       "      <td>-0.925765</td>\n",
       "      <td>-0.898784</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>485</th>\n",
       "      <td>0.010092</td>\n",
       "      <td>1.962587</td>\n",
       "      <td>-0.195830</td>\n",
       "      <td>0.003696</td>\n",
       "      <td>-1.058908</td>\n",
       "      <td>1.481663</td>\n",
       "      <td>0.612722</td>\n",
       "      <td>1.341476</td>\n",
       "      <td>-0.680131</td>\n",
       "      <td>1.011463</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>486</th>\n",
       "      <td>-0.080045</td>\n",
       "      <td>-0.641081</td>\n",
       "      <td>0.255523</td>\n",
       "      <td>0.659054</td>\n",
       "      <td>-0.775875</td>\n",
       "      <td>0.078964</td>\n",
       "      <td>-0.896403</td>\n",
       "      <td>0.599578</td>\n",
       "      <td>1.154470</td>\n",
       "      <td>1.026895</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>487</th>\n",
       "      <td>-0.588342</td>\n",
       "      <td>0.994447</td>\n",
       "      <td>-0.987893</td>\n",
       "      <td>0.646006</td>\n",
       "      <td>-1.092121</td>\n",
       "      <td>0.135338</td>\n",
       "      <td>2.164634</td>\n",
       "      <td>2.042070</td>\n",
       "      <td>-0.878679</td>\n",
       "      <td>-2.371659</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>488</th>\n",
       "      <td>1.105420</td>\n",
       "      <td>1.200079</td>\n",
       "      <td>0.999272</td>\n",
       "      <td>-0.491902</td>\n",
       "      <td>-0.606700</td>\n",
       "      <td>0.211284</td>\n",
       "      <td>-1.450096</td>\n",
       "      <td>0.619711</td>\n",
       "      <td>-1.148679</td>\n",
       "      <td>-1.876553</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>489</th>\n",
       "      <td>0.837935</td>\n",
       "      <td>1.246892</td>\n",
       "      <td>0.768828</td>\n",
       "      <td>-0.062004</td>\n",
       "      <td>-0.052404</td>\n",
       "      <td>1.704106</td>\n",
       "      <td>-1.133891</td>\n",
       "      <td>-0.366507</td>\n",
       "      <td>-0.833624</td>\n",
       "      <td>0.951449</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>490</th>\n",
       "      <td>0.190820</td>\n",
       "      <td>1.446563</td>\n",
       "      <td>0.154804</td>\n",
       "      <td>-0.459859</td>\n",
       "      <td>0.878964</td>\n",
       "      <td>0.480609</td>\n",
       "      <td>-0.196283</td>\n",
       "      <td>-1.301109</td>\n",
       "      <td>-0.256094</td>\n",
       "      <td>-0.429635</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>491</th>\n",
       "      <td>-1.303577</td>\n",
       "      <td>-0.772192</td>\n",
       "      <td>-1.125286</td>\n",
       "      <td>1.665603</td>\n",
       "      <td>-0.109864</td>\n",
       "      <td>-0.184087</td>\n",
       "      <td>1.547819</td>\n",
       "      <td>0.699464</td>\n",
       "      <td>1.528131</td>\n",
       "      <td>-0.375500</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>492</th>\n",
       "      <td>0.941480</td>\n",
       "      <td>1.230875</td>\n",
       "      <td>0.803185</td>\n",
       "      <td>1.685014</td>\n",
       "      <td>-0.742484</td>\n",
       "      <td>-0.485306</td>\n",
       "      <td>-1.088779</td>\n",
       "      <td>-0.879814</td>\n",
       "      <td>-1.134789</td>\n",
       "      <td>0.562881</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>493</th>\n",
       "      <td>-0.241229</td>\n",
       "      <td>-1.373403</td>\n",
       "      <td>-0.809805</td>\n",
       "      <td>0.519902</td>\n",
       "      <td>-0.005560</td>\n",
       "      <td>1.178513</td>\n",
       "      <td>2.123718</td>\n",
       "      <td>0.419706</td>\n",
       "      <td>-1.682727</td>\n",
       "      <td>1.868818</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>494</th>\n",
       "      <td>0.563365</td>\n",
       "      <td>0.678931</td>\n",
       "      <td>0.394581</td>\n",
       "      <td>-0.136995</td>\n",
       "      <td>-0.284385</td>\n",
       "      <td>1.590582</td>\n",
       "      <td>-0.388754</td>\n",
       "      <td>-0.340908</td>\n",
       "      <td>-0.960128</td>\n",
       "      <td>-0.519396</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>495</th>\n",
       "      <td>0.169434</td>\n",
       "      <td>0.346710</td>\n",
       "      <td>0.093500</td>\n",
       "      <td>2.511557</td>\n",
       "      <td>-0.531455</td>\n",
       "      <td>-1.567859</td>\n",
       "      <td>-0.040040</td>\n",
       "      <td>-0.032281</td>\n",
       "      <td>-0.371004</td>\n",
       "      <td>-1.840078</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>496</th>\n",
       "      <td>0.038343</td>\n",
       "      <td>-1.576996</td>\n",
       "      <td>-0.116873</td>\n",
       "      <td>-0.802824</td>\n",
       "      <td>0.861636</td>\n",
       "      <td>0.139060</td>\n",
       "      <td>0.412510</td>\n",
       "      <td>-0.075666</td>\n",
       "      <td>-0.534950</td>\n",
       "      <td>-0.073973</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>497</th>\n",
       "      <td>-0.939910</td>\n",
       "      <td>-1.532684</td>\n",
       "      <td>-0.785361</td>\n",
       "      <td>-1.128591</td>\n",
       "      <td>-0.867975</td>\n",
       "      <td>-0.213593</td>\n",
       "      <td>1.036615</td>\n",
       "      <td>0.872787</td>\n",
       "      <td>1.186759</td>\n",
       "      <td>0.972444</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>498</th>\n",
       "      <td>0.699828</td>\n",
       "      <td>-0.876697</td>\n",
       "      <td>0.536262</td>\n",
       "      <td>0.660460</td>\n",
       "      <td>0.686568</td>\n",
       "      <td>0.741074</td>\n",
       "      <td>-0.623725</td>\n",
       "      <td>-2.071377</td>\n",
       "      <td>-1.042066</td>\n",
       "      <td>-0.385493</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>499</th>\n",
       "      <td>-0.117525</td>\n",
       "      <td>-0.556119</td>\n",
       "      <td>-0.725620</td>\n",
       "      <td>-0.130060</td>\n",
       "      <td>0.429341</td>\n",
       "      <td>0.379640</td>\n",
       "      <td>2.045861</td>\n",
       "      <td>-0.942558</td>\n",
       "      <td>-1.901583</td>\n",
       "      <td>1.669070</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>500</th>\n",
       "      <td>-0.654793</td>\n",
       "      <td>-0.044893</td>\n",
       "      <td>-1.297053</td>\n",
       "      <td>0.182501</td>\n",
       "      <td>-0.399899</td>\n",
       "      <td>0.269295</td>\n",
       "      <td>3.012567</td>\n",
       "      <td>1.171718</td>\n",
       "      <td>-1.623482</td>\n",
       "      <td>-0.670115</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>501</th>\n",
       "      <td>-0.087758</td>\n",
       "      <td>0.041287</td>\n",
       "      <td>0.354642</td>\n",
       "      <td>1.037159</td>\n",
       "      <td>0.200845</td>\n",
       "      <td>0.100791</td>\n",
       "      <td>-1.210305</td>\n",
       "      <td>1.478072</td>\n",
       "      <td>1.509116</td>\n",
       "      <td>0.334439</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>502</th>\n",
       "      <td>-0.281326</td>\n",
       "      <td>-1.307777</td>\n",
       "      <td>-0.251422</td>\n",
       "      <td>-0.345104</td>\n",
       "      <td>1.282795</td>\n",
       "      <td>0.078007</td>\n",
       "      <td>0.360221</td>\n",
       "      <td>-1.835769</td>\n",
       "      <td>0.301774</td>\n",
       "      <td>0.044063</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>503</th>\n",
       "      <td>0.268163</td>\n",
       "      <td>-1.227680</td>\n",
       "      <td>0.613819</td>\n",
       "      <td>-0.591278</td>\n",
       "      <td>-1.904675</td>\n",
       "      <td>1.444412</td>\n",
       "      <td>-1.486116</td>\n",
       "      <td>-1.196558</td>\n",
       "      <td>0.934844</td>\n",
       "      <td>0.358345</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>504</th>\n",
       "      <td>0.455784</td>\n",
       "      <td>-0.068123</td>\n",
       "      <td>-0.617365</td>\n",
       "      <td>0.363971</td>\n",
       "      <td>-0.598438</td>\n",
       "      <td>-0.966588</td>\n",
       "      <td>2.546005</td>\n",
       "      <td>-1.511883</td>\n",
       "      <td>-3.836929</td>\n",
       "      <td>2.093198</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>505</th>\n",
       "      <td>-3.080655</td>\n",
       "      <td>-0.448696</td>\n",
       "      <td>-2.568024</td>\n",
       "      <td>0.234259</td>\n",
       "      <td>-0.578952</td>\n",
       "      <td>-0.896368</td>\n",
       "      <td>3.379047</td>\n",
       "      <td>0.853349</td>\n",
       "      <td>3.909594</td>\n",
       "      <td>0.598996</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>506</th>\n",
       "      <td>-0.051549</td>\n",
       "      <td>0.316358</td>\n",
       "      <td>-0.230505</td>\n",
       "      <td>-0.885249</td>\n",
       "      <td>0.464370</td>\n",
       "      <td>-0.550552</td>\n",
       "      <td>0.629300</td>\n",
       "      <td>1.303278</td>\n",
       "      <td>-0.547309</td>\n",
       "      <td>0.181063</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507</th>\n",
       "      <td>-1.461082</td>\n",
       "      <td>-0.041248</td>\n",
       "      <td>-1.274737</td>\n",
       "      <td>2.159121</td>\n",
       "      <td>1.352039</td>\n",
       "      <td>2.099408</td>\n",
       "      <td>1.776031</td>\n",
       "      <td>-0.380456</td>\n",
       "      <td>1.668697</td>\n",
       "      <td>0.091315</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>508</th>\n",
       "      <td>0.100073</td>\n",
       "      <td>0.957305</td>\n",
       "      <td>0.352852</td>\n",
       "      <td>-0.106091</td>\n",
       "      <td>2.324699</td>\n",
       "      <td>-0.528947</td>\n",
       "      <td>-0.932653</td>\n",
       "      <td>-0.007689</td>\n",
       "      <td>0.753313</td>\n",
       "      <td>1.233406</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>509</th>\n",
       "      <td>-0.262176</td>\n",
       "      <td>-0.272845</td>\n",
       "      <td>0.086722</td>\n",
       "      <td>0.970175</td>\n",
       "      <td>-2.252793</td>\n",
       "      <td>0.335968</td>\n",
       "      <td>-0.644778</td>\n",
       "      <td>-0.619123</td>\n",
       "      <td>1.330137</td>\n",
       "      <td>-1.098409</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>510</th>\n",
       "      <td>-0.423611</td>\n",
       "      <td>-0.445650</td>\n",
       "      <td>0.128330</td>\n",
       "      <td>2.053819</td>\n",
       "      <td>-0.123136</td>\n",
       "      <td>0.602580</td>\n",
       "      <td>-1.005788</td>\n",
       "      <td>2.105297</td>\n",
       "      <td>2.110643</td>\n",
       "      <td>-0.812546</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>511</th>\n",
       "      <td>1.103783</td>\n",
       "      <td>1.995667</td>\n",
       "      <td>1.001780</td>\n",
       "      <td>3.109919</td>\n",
       "      <td>-0.383971</td>\n",
       "      <td>0.250200</td>\n",
       "      <td>-1.460129</td>\n",
       "      <td>-0.183197</td>\n",
       "      <td>-1.133948</td>\n",
       "      <td>0.606723</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>512</th>\n",
       "      <td>0.568260</td>\n",
       "      <td>-2.104750</td>\n",
       "      <td>0.780331</td>\n",
       "      <td>2.042178</td>\n",
       "      <td>0.076609</td>\n",
       "      <td>-0.511764</td>\n",
       "      <td>-1.559803</td>\n",
       "      <td>0.398147</td>\n",
       "      <td>0.280690</td>\n",
       "      <td>0.155325</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>513</th>\n",
       "      <td>-0.416705</td>\n",
       "      <td>0.116830</td>\n",
       "      <td>0.112039</td>\n",
       "      <td>-1.285591</td>\n",
       "      <td>-0.902809</td>\n",
       "      <td>0.809265</td>\n",
       "      <td>-0.946026</td>\n",
       "      <td>-1.433806</td>\n",
       "      <td>2.029842</td>\n",
       "      <td>0.880066</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>514</th>\n",
       "      <td>0.470765</td>\n",
       "      <td>-0.334803</td>\n",
       "      <td>0.643332</td>\n",
       "      <td>-1.793921</td>\n",
       "      <td>1.243406</td>\n",
       "      <td>1.228030</td>\n",
       "      <td>-1.282664</td>\n",
       "      <td>-0.599821</td>\n",
       "      <td>0.222339</td>\n",
       "      <td>-0.566705</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>515</th>\n",
       "      <td>0.368897</td>\n",
       "      <td>0.626435</td>\n",
       "      <td>0.545537</td>\n",
       "      <td>-0.079908</td>\n",
       "      <td>0.107208</td>\n",
       "      <td>-0.318846</td>\n",
       "      <td>-1.131599</td>\n",
       "      <td>-1.623383</td>\n",
       "      <td>0.309545</td>\n",
       "      <td>0.205075</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>516</th>\n",
       "      <td>0.021021</td>\n",
       "      <td>-1.039111</td>\n",
       "      <td>0.032110</td>\n",
       "      <td>1.687548</td>\n",
       "      <td>0.160650</td>\n",
       "      <td>0.662263</td>\n",
       "      <td>-0.067608</td>\n",
       "      <td>0.726794</td>\n",
       "      <td>0.020982</td>\n",
       "      <td>0.245114</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>517</th>\n",
       "      <td>-0.641806</td>\n",
       "      <td>0.976041</td>\n",
       "      <td>-0.120391</td>\n",
       "      <td>1.399486</td>\n",
       "      <td>1.704592</td>\n",
       "      <td>-1.108112</td>\n",
       "      <td>-0.562336</td>\n",
       "      <td>-0.277514</td>\n",
       "      <td>2.169180</td>\n",
       "      <td>-0.628654</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>518</th>\n",
       "      <td>-0.391610</td>\n",
       "      <td>-0.143660</td>\n",
       "      <td>0.165908</td>\n",
       "      <td>-0.165081</td>\n",
       "      <td>-0.925890</td>\n",
       "      <td>-0.113667</td>\n",
       "      <td>-1.074185</td>\n",
       "      <td>0.075674</td>\n",
       "      <td>2.105651</td>\n",
       "      <td>0.031759</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519</th>\n",
       "      <td>0.955494</td>\n",
       "      <td>0.240206</td>\n",
       "      <td>0.363643</td>\n",
       "      <td>1.253133</td>\n",
       "      <td>-0.385673</td>\n",
       "      <td>0.434503</td>\n",
       "      <td>0.273964</td>\n",
       "      <td>0.969569</td>\n",
       "      <td>-2.626863</td>\n",
       "      <td>0.789920</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>-0.791756</td>\n",
       "      <td>1.725694</td>\n",
       "      <td>-0.684438</td>\n",
       "      <td>0.121844</td>\n",
       "      <td>-2.773815</td>\n",
       "      <td>-0.179620</td>\n",
       "      <td>0.943066</td>\n",
       "      <td>0.099826</td>\n",
       "      <td>0.924972</td>\n",
       "      <td>0.753417</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>0.294185</td>\n",
       "      <td>-1.280456</td>\n",
       "      <td>0.127319</td>\n",
       "      <td>0.189480</td>\n",
       "      <td>-1.070852</td>\n",
       "      <td>1.911419</td>\n",
       "      <td>0.037445</td>\n",
       "      <td>-1.254923</td>\n",
       "      <td>-0.758600</td>\n",
       "      <td>1.007444</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522</th>\n",
       "      <td>0.186226</td>\n",
       "      <td>-0.428848</td>\n",
       "      <td>0.409425</td>\n",
       "      <td>0.415837</td>\n",
       "      <td>2.935658</td>\n",
       "      <td>-1.073328</td>\n",
       "      <td>-0.980595</td>\n",
       "      <td>0.957932</td>\n",
       "      <td>0.594173</td>\n",
       "      <td>0.600213</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>523</th>\n",
       "      <td>1.077148</td>\n",
       "      <td>0.858451</td>\n",
       "      <td>0.956861</td>\n",
       "      <td>-0.234621</td>\n",
       "      <td>-0.995815</td>\n",
       "      <td>0.651136</td>\n",
       "      <td>-1.361534</td>\n",
       "      <td>-1.448591</td>\n",
       "      <td>-1.174368</td>\n",
       "      <td>0.038238</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>524</th>\n",
       "      <td>-1.167786</td>\n",
       "      <td>-0.867922</td>\n",
       "      <td>-1.017412</td>\n",
       "      <td>0.557138</td>\n",
       "      <td>1.992037</td>\n",
       "      <td>1.833897</td>\n",
       "      <td>1.415126</td>\n",
       "      <td>-0.597479</td>\n",
       "      <td>1.338419</td>\n",
       "      <td>0.749283</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>525</th>\n",
       "      <td>0.199796</td>\n",
       "      <td>-1.292263</td>\n",
       "      <td>0.012410</td>\n",
       "      <td>0.689708</td>\n",
       "      <td>1.749584</td>\n",
       "      <td>1.381454</td>\n",
       "      <td>0.251618</td>\n",
       "      <td>0.263487</td>\n",
       "      <td>-0.757176</td>\n",
       "      <td>-0.502975</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>526</th>\n",
       "      <td>0.631845</td>\n",
       "      <td>1.450928</td>\n",
       "      <td>0.475467</td>\n",
       "      <td>1.807197</td>\n",
       "      <td>-0.077443</td>\n",
       "      <td>-1.195294</td>\n",
       "      <td>-0.536559</td>\n",
       "      <td>-1.024029</td>\n",
       "      <td>-0.969268</td>\n",
       "      <td>-1.682659</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>527</th>\n",
       "      <td>-0.262416</td>\n",
       "      <td>0.533359</td>\n",
       "      <td>-0.442102</td>\n",
       "      <td>0.839469</td>\n",
       "      <td>1.275391</td>\n",
       "      <td>-0.151714</td>\n",
       "      <td>0.969990</td>\n",
       "      <td>1.057368</td>\n",
       "      <td>-0.396736</td>\n",
       "      <td>1.218195</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>528</th>\n",
       "      <td>1.206793</td>\n",
       "      <td>-0.717919</td>\n",
       "      <td>1.100927</td>\n",
       "      <td>-0.230525</td>\n",
       "      <td>1.217959</td>\n",
       "      <td>-0.513196</td>\n",
       "      <td>-1.613671</td>\n",
       "      <td>0.194108</td>\n",
       "      <td>-1.221291</td>\n",
       "      <td>1.179725</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>529</th>\n",
       "      <td>1.056153</td>\n",
       "      <td>0.171839</td>\n",
       "      <td>0.932263</td>\n",
       "      <td>0.553251</td>\n",
       "      <td>-1.091934</td>\n",
       "      <td>0.890248</td>\n",
       "      <td>-1.316833</td>\n",
       "      <td>-0.895070</td>\n",
       "      <td>-1.170908</td>\n",
       "      <td>-1.175595</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>530</th>\n",
       "      <td>0.189197</td>\n",
       "      <td>-0.686539</td>\n",
       "      <td>0.137678</td>\n",
       "      <td>1.163376</td>\n",
       "      <td>-2.109838</td>\n",
       "      <td>1.339327</td>\n",
       "      <td>-0.146330</td>\n",
       "      <td>-1.286000</td>\n",
       "      <td>-0.305570</td>\n",
       "      <td>1.068792</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>531</th>\n",
       "      <td>-0.232434</td>\n",
       "      <td>-0.195785</td>\n",
       "      <td>0.221929</td>\n",
       "      <td>-1.042272</td>\n",
       "      <td>1.390972</td>\n",
       "      <td>-1.355970</td>\n",
       "      <td>-1.014624</td>\n",
       "      <td>-0.331431</td>\n",
       "      <td>1.653149</td>\n",
       "      <td>0.570421</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>532</th>\n",
       "      <td>0.374895</td>\n",
       "      <td>0.085318</td>\n",
       "      <td>0.222307</td>\n",
       "      <td>-0.808266</td>\n",
       "      <td>1.738900</td>\n",
       "      <td>0.978858</td>\n",
       "      <td>-0.135709</td>\n",
       "      <td>0.522514</td>\n",
       "      <td>-0.770496</td>\n",
       "      <td>-0.830444</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>533</th>\n",
       "      <td>0.317681</td>\n",
       "      <td>-1.399078</td>\n",
       "      <td>0.477009</td>\n",
       "      <td>-1.520287</td>\n",
       "      <td>-0.227720</td>\n",
       "      <td>0.715493</td>\n",
       "      <td>-0.996519</td>\n",
       "      <td>1.006730</td>\n",
       "      <td>0.290131</td>\n",
       "      <td>0.450963</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>-0.349463</td>\n",
       "      <td>-1.390222</td>\n",
       "      <td>-0.700968</td>\n",
       "      <td>0.157761</td>\n",
       "      <td>0.139887</td>\n",
       "      <td>0.996118</td>\n",
       "      <td>1.634470</td>\n",
       "      <td>-1.476925</td>\n",
       "      <td>-0.894975</td>\n",
       "      <td>-1.097368</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>0.693511</td>\n",
       "      <td>-0.222475</td>\n",
       "      <td>0.568254</td>\n",
       "      <td>2.046862</td>\n",
       "      <td>0.682069</td>\n",
       "      <td>0.126178</td>\n",
       "      <td>-0.730586</td>\n",
       "      <td>-0.403076</td>\n",
       "      <td>-0.912319</td>\n",
       "      <td>-0.674934</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>-0.447657</td>\n",
       "      <td>1.090862</td>\n",
       "      <td>-0.715089</td>\n",
       "      <td>-0.462940</td>\n",
       "      <td>1.608781</td>\n",
       "      <td>0.828230</td>\n",
       "      <td>1.535308</td>\n",
       "      <td>-1.433152</td>\n",
       "      <td>-0.549058</td>\n",
       "      <td>-0.149941</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>0.700258</td>\n",
       "      <td>-0.548269</td>\n",
       "      <td>0.581352</td>\n",
       "      <td>0.833334</td>\n",
       "      <td>-0.607875</td>\n",
       "      <td>-0.539123</td>\n",
       "      <td>-0.760811</td>\n",
       "      <td>0.220541</td>\n",
       "      <td>-0.896465</td>\n",
       "      <td>-1.104863</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>-0.242647</td>\n",
       "      <td>0.372105</td>\n",
       "      <td>-0.414245</td>\n",
       "      <td>0.389159</td>\n",
       "      <td>0.280636</td>\n",
       "      <td>1.758620</td>\n",
       "      <td>0.913557</td>\n",
       "      <td>1.223569</td>\n",
       "      <td>-0.384649</td>\n",
       "      <td>-0.053121</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>-0.835611</td>\n",
       "      <td>1.029441</td>\n",
       "      <td>0.033409</td>\n",
       "      <td>-0.336895</td>\n",
       "      <td>-1.846573</td>\n",
       "      <td>-0.428655</td>\n",
       "      <td>-1.312906</td>\n",
       "      <td>0.925672</td>\n",
       "      <td>3.445497</td>\n",
       "      <td>-0.846434</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>0.049759</td>\n",
       "      <td>0.012224</td>\n",
       "      <td>0.213401</td>\n",
       "      <td>-1.196666</td>\n",
       "      <td>-0.893595</td>\n",
       "      <td>-1.641380</td>\n",
       "      <td>-0.579656</td>\n",
       "      <td>1.370102</td>\n",
       "      <td>0.498572</td>\n",
       "      <td>-0.265561</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>-0.278573</td>\n",
       "      <td>-1.917349</td>\n",
       "      <td>-0.267168</td>\n",
       "      <td>-1.471126</td>\n",
       "      <td>-0.117655</td>\n",
       "      <td>0.015028</td>\n",
       "      <td>0.412302</td>\n",
       "      <td>-0.737029</td>\n",
       "      <td>0.239336</td>\n",
       "      <td>0.336278</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>0.961528</td>\n",
       "      <td>0.695538</td>\n",
       "      <td>0.840719</td>\n",
       "      <td>0.849102</td>\n",
       "      <td>-1.091701</td>\n",
       "      <td>-0.387100</td>\n",
       "      <td>-1.174360</td>\n",
       "      <td>-0.071599</td>\n",
       "      <td>-1.092204</td>\n",
       "      <td>-0.293967</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>0.444357</td>\n",
       "      <td>-0.362348</td>\n",
       "      <td>0.738661</td>\n",
       "      <td>0.741822</td>\n",
       "      <td>0.967178</td>\n",
       "      <td>0.493977</td>\n",
       "      <td>-1.612081</td>\n",
       "      <td>-1.081914</td>\n",
       "      <td>0.639246</td>\n",
       "      <td>-0.091968</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>0.313404</td>\n",
       "      <td>-0.150117</td>\n",
       "      <td>-0.127287</td>\n",
       "      <td>-1.264006</td>\n",
       "      <td>-0.114641</td>\n",
       "      <td>0.264268</td>\n",
       "      <td>0.842904</td>\n",
       "      <td>-1.949372</td>\n",
       "      <td>-1.667213</td>\n",
       "      <td>0.486185</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>-0.228677</td>\n",
       "      <td>-2.018488</td>\n",
       "      <td>-0.466466</td>\n",
       "      <td>0.145064</td>\n",
       "      <td>0.858014</td>\n",
       "      <td>-0.828196</td>\n",
       "      <td>1.093291</td>\n",
       "      <td>-0.122057</td>\n",
       "      <td>-0.611048</td>\n",
       "      <td>0.793176</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>0.428456</td>\n",
       "      <td>-0.128546</td>\n",
       "      <td>0.201716</td>\n",
       "      <td>-0.651675</td>\n",
       "      <td>0.430862</td>\n",
       "      <td>-1.275683</td>\n",
       "      <td>0.004794</td>\n",
       "      <td>1.599471</td>\n",
       "      <td>-1.051626</td>\n",
       "      <td>-2.194382</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>0.612874</td>\n",
       "      <td>2.571995</td>\n",
       "      <td>0.762825</td>\n",
       "      <td>-2.249432</td>\n",
       "      <td>0.431632</td>\n",
       "      <td>0.739675</td>\n",
       "      <td>-1.441689</td>\n",
       "      <td>-0.557131</td>\n",
       "      <td>0.045363</td>\n",
       "      <td>0.608736</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>0.544237</td>\n",
       "      <td>1.040058</td>\n",
       "      <td>0.408386</td>\n",
       "      <td>-1.018870</td>\n",
       "      <td>0.815754</td>\n",
       "      <td>0.602473</td>\n",
       "      <td>-0.458635</td>\n",
       "      <td>-0.940016</td>\n",
       "      <td>-0.838650</td>\n",
       "      <td>-0.227771</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>0.450892</td>\n",
       "      <td>0.084518</td>\n",
       "      <td>0.767919</td>\n",
       "      <td>-0.713585</td>\n",
       "      <td>-0.017006</td>\n",
       "      <td>0.505021</td>\n",
       "      <td>-1.691973</td>\n",
       "      <td>-0.705773</td>\n",
       "      <td>0.708754</td>\n",
       "      <td>-1.820760</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>-0.402050</td>\n",
       "      <td>0.714746</td>\n",
       "      <td>-0.400433</td>\n",
       "      <td>-0.233724</td>\n",
       "      <td>0.785185</td>\n",
       "      <td>-1.777681</td>\n",
       "      <td>0.640384</td>\n",
       "      <td>0.776932</td>\n",
       "      <td>0.296927</td>\n",
       "      <td>0.707458</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>-0.618955</td>\n",
       "      <td>0.411566</td>\n",
       "      <td>-0.508526</td>\n",
       "      <td>-0.941403</td>\n",
       "      <td>-1.443926</td>\n",
       "      <td>0.444854</td>\n",
       "      <td>0.656203</td>\n",
       "      <td>0.805575</td>\n",
       "      <td>0.809792</td>\n",
       "      <td>1.120967</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>-1.126849</td>\n",
       "      <td>0.891344</td>\n",
       "      <td>-0.971301</td>\n",
       "      <td>-0.204356</td>\n",
       "      <td>0.693823</td>\n",
       "      <td>1.166528</td>\n",
       "      <td>1.333617</td>\n",
       "      <td>0.444145</td>\n",
       "      <td>1.325626</td>\n",
       "      <td>-0.290441</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>-0.734889</td>\n",
       "      <td>-2.245586</td>\n",
       "      <td>-0.636804</td>\n",
       "      <td>0.195403</td>\n",
       "      <td>-0.095341</td>\n",
       "      <td>1.730322</td>\n",
       "      <td>0.879990</td>\n",
       "      <td>-0.353264</td>\n",
       "      <td>0.853554</td>\n",
       "      <td>1.918606</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>-0.222946</td>\n",
       "      <td>0.965397</td>\n",
       "      <td>-0.396177</td>\n",
       "      <td>1.236131</td>\n",
       "      <td>1.422748</td>\n",
       "      <td>0.926215</td>\n",
       "      <td>0.886925</td>\n",
       "      <td>0.197316</td>\n",
       "      <td>-0.404278</td>\n",
       "      <td>0.088658</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>0.354131</td>\n",
       "      <td>-0.283152</td>\n",
       "      <td>0.271184</td>\n",
       "      <td>-2.025040</td>\n",
       "      <td>-2.065303</td>\n",
       "      <td>2.121631</td>\n",
       "      <td>-0.315075</td>\n",
       "      <td>0.033443</td>\n",
       "      <td>-0.527895</td>\n",
       "      <td>0.158094</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>0.057679</td>\n",
       "      <td>-0.780144</td>\n",
       "      <td>0.026130</td>\n",
       "      <td>0.735269</td>\n",
       "      <td>-0.630458</td>\n",
       "      <td>1.637082</td>\n",
       "      <td>0.003777</td>\n",
       "      <td>-0.460307</td>\n",
       "      <td>-0.144920</td>\n",
       "      <td>-0.559164</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>-0.238524</td>\n",
       "      <td>-0.360039</td>\n",
       "      <td>-0.369394</td>\n",
       "      <td>-0.728077</td>\n",
       "      <td>0.160490</td>\n",
       "      <td>2.212531</td>\n",
       "      <td>0.782549</td>\n",
       "      <td>0.312378</td>\n",
       "      <td>-0.254571</td>\n",
       "      <td>0.373349</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>0.704867</td>\n",
       "      <td>-0.185846</td>\n",
       "      <td>0.583061</td>\n",
       "      <td>0.309999</td>\n",
       "      <td>-1.967070</td>\n",
       "      <td>-1.117186</td>\n",
       "      <td>-0.759353</td>\n",
       "      <td>1.218971</td>\n",
       "      <td>-0.909282</td>\n",
       "      <td>-0.056588</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>-1.005623</td>\n",
       "      <td>1.750926</td>\n",
       "      <td>-0.872046</td>\n",
       "      <td>-0.031519</td>\n",
       "      <td>-1.088411</td>\n",
       "      <td>2.560503</td>\n",
       "      <td>1.206140</td>\n",
       "      <td>-0.630846</td>\n",
       "      <td>1.165908</td>\n",
       "      <td>0.257373</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>-1.256924</td>\n",
       "      <td>1.187078</td>\n",
       "      <td>-1.065956</td>\n",
       "      <td>-0.964790</td>\n",
       "      <td>1.374611</td>\n",
       "      <td>0.359681</td>\n",
       "      <td>1.434218</td>\n",
       "      <td>-0.724303</td>\n",
       "      <td>1.535710</td>\n",
       "      <td>-0.414631</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>0.376249</td>\n",
       "      <td>0.184971</td>\n",
       "      <td>0.576695</td>\n",
       "      <td>0.452756</td>\n",
       "      <td>0.576451</td>\n",
       "      <td>-1.508556</td>\n",
       "      <td>-1.216108</td>\n",
       "      <td>-0.770819</td>\n",
       "      <td>0.381994</td>\n",
       "      <td>1.707330</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>0.479976</td>\n",
       "      <td>0.382433</td>\n",
       "      <td>0.399707</td>\n",
       "      <td>-1.312163</td>\n",
       "      <td>-0.760364</td>\n",
       "      <td>-0.393612</td>\n",
       "      <td>-0.525247</td>\n",
       "      <td>-0.041472</td>\n",
       "      <td>-0.610432</td>\n",
       "      <td>-0.397115</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>-0.590571</td>\n",
       "      <td>0.250628</td>\n",
       "      <td>-0.506893</td>\n",
       "      <td>0.808571</td>\n",
       "      <td>1.228857</td>\n",
       "      <td>0.461078</td>\n",
       "      <td>0.692348</td>\n",
       "      <td>-0.774204</td>\n",
       "      <td>0.701796</td>\n",
       "      <td>-0.264356</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>0.408228</td>\n",
       "      <td>-1.070192</td>\n",
       "      <td>0.211482</td>\n",
       "      <td>1.719041</td>\n",
       "      <td>-0.537646</td>\n",
       "      <td>0.655404</td>\n",
       "      <td>-0.054347</td>\n",
       "      <td>0.219302</td>\n",
       "      <td>-0.938951</td>\n",
       "      <td>-0.896333</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>1.168143</td>\n",
       "      <td>1.263707</td>\n",
       "      <td>1.060833</td>\n",
       "      <td>-0.846316</td>\n",
       "      <td>0.911363</td>\n",
       "      <td>0.105754</td>\n",
       "      <td>-1.547225</td>\n",
       "      <td>0.199810</td>\n",
       "      <td>-1.197972</td>\n",
       "      <td>0.543479</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>0.845604</td>\n",
       "      <td>-0.965665</td>\n",
       "      <td>0.316015</td>\n",
       "      <td>1.629166</td>\n",
       "      <td>0.502745</td>\n",
       "      <td>-2.493271</td>\n",
       "      <td>0.260188</td>\n",
       "      <td>-1.173880</td>\n",
       "      <td>-2.343721</td>\n",
       "      <td>-0.581782</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>0.411317</td>\n",
       "      <td>-0.329448</td>\n",
       "      <td>0.306792</td>\n",
       "      <td>0.731871</td>\n",
       "      <td>0.679143</td>\n",
       "      <td>-0.302045</td>\n",
       "      <td>-0.340961</td>\n",
       "      <td>0.316156</td>\n",
       "      <td>-0.639879</td>\n",
       "      <td>0.335058</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>-0.794623</td>\n",
       "      <td>-1.356936</td>\n",
       "      <td>-0.805965</td>\n",
       "      <td>0.223153</td>\n",
       "      <td>-0.340599</td>\n",
       "      <td>0.500143</td>\n",
       "      <td>1.310075</td>\n",
       "      <td>0.680230</td>\n",
       "      <td>0.539354</td>\n",
       "      <td>0.551886</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>-0.353259</td>\n",
       "      <td>-2.063403</td>\n",
       "      <td>-0.209350</td>\n",
       "      <td>-0.317350</td>\n",
       "      <td>-1.661083</td>\n",
       "      <td>0.503252</td>\n",
       "      <td>0.127487</td>\n",
       "      <td>0.191898</td>\n",
       "      <td>0.726446</td>\n",
       "      <td>0.941182</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>570</th>\n",
       "      <td>0.308706</td>\n",
       "      <td>-1.771069</td>\n",
       "      <td>0.206994</td>\n",
       "      <td>0.471542</td>\n",
       "      <td>-0.782003</td>\n",
       "      <td>-0.759703</td>\n",
       "      <td>-0.184855</td>\n",
       "      <td>-1.228444</td>\n",
       "      <td>-0.556254</td>\n",
       "      <td>-1.831145</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>571</th>\n",
       "      <td>-0.084146</td>\n",
       "      <td>1.271065</td>\n",
       "      <td>0.046282</td>\n",
       "      <td>-0.980062</td>\n",
       "      <td>0.360369</td>\n",
       "      <td>-0.910645</td>\n",
       "      <td>-0.263289</td>\n",
       "      <td>0.380778</td>\n",
       "      <td>0.487189</td>\n",
       "      <td>-1.617801</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>572</th>\n",
       "      <td>2.120034</td>\n",
       "      <td>-0.592356</td>\n",
       "      <td>2.104076</td>\n",
       "      <td>0.123548</td>\n",
       "      <td>0.625508</td>\n",
       "      <td>0.885231</td>\n",
       "      <td>-3.354093</td>\n",
       "      <td>-0.505747</td>\n",
       "      <td>-1.589988</td>\n",
       "      <td>1.954157</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>573</th>\n",
       "      <td>-0.260226</td>\n",
       "      <td>0.833158</td>\n",
       "      <td>-0.211625</td>\n",
       "      <td>-0.630249</td>\n",
       "      <td>-0.111319</td>\n",
       "      <td>0.299086</td>\n",
       "      <td>0.269248</td>\n",
       "      <td>-2.707544</td>\n",
       "      <td>0.347560</td>\n",
       "      <td>0.864248</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>574</th>\n",
       "      <td>0.386193</td>\n",
       "      <td>-0.190241</td>\n",
       "      <td>0.826134</td>\n",
       "      <td>-1.497447</td>\n",
       "      <td>0.061883</td>\n",
       "      <td>-0.927553</td>\n",
       "      <td>-1.963526</td>\n",
       "      <td>-0.303626</td>\n",
       "      <td>1.157283</td>\n",
       "      <td>1.363229</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>575</th>\n",
       "      <td>0.357060</td>\n",
       "      <td>0.243657</td>\n",
       "      <td>0.232186</td>\n",
       "      <td>-1.090208</td>\n",
       "      <td>-3.007632</td>\n",
       "      <td>0.571179</td>\n",
       "      <td>-0.191725</td>\n",
       "      <td>-0.969744</td>\n",
       "      <td>-0.667010</td>\n",
       "      <td>-0.985540</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>576</th>\n",
       "      <td>-0.729445</td>\n",
       "      <td>0.155155</td>\n",
       "      <td>-0.640046</td>\n",
       "      <td>-0.398283</td>\n",
       "      <td>0.577072</td>\n",
       "      <td>-0.178023</td>\n",
       "      <td>0.897782</td>\n",
       "      <td>0.151407</td>\n",
       "      <td>0.821223</td>\n",
       "      <td>0.117589</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>-0.508750</td>\n",
       "      <td>-1.579436</td>\n",
       "      <td>-0.468143</td>\n",
       "      <td>-0.817892</td>\n",
       "      <td>0.082442</td>\n",
       "      <td>-0.369319</td>\n",
       "      <td>0.692566</td>\n",
       "      <td>0.581782</td>\n",
       "      <td>0.501716</td>\n",
       "      <td>0.391209</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>-0.017568</td>\n",
       "      <td>0.348342</td>\n",
       "      <td>-0.395391</td>\n",
       "      <td>-0.897830</td>\n",
       "      <td>-0.417430</td>\n",
       "      <td>0.344054</td>\n",
       "      <td>1.182133</td>\n",
       "      <td>1.074333</td>\n",
       "      <td>-1.221722</td>\n",
       "      <td>-0.487705</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>579</th>\n",
       "      <td>1.433368</td>\n",
       "      <td>-0.900621</td>\n",
       "      <td>1.308337</td>\n",
       "      <td>0.638392</td>\n",
       "      <td>-1.189412</td>\n",
       "      <td>1.642673</td>\n",
       "      <td>-1.918810</td>\n",
       "      <td>0.603187</td>\n",
       "      <td>-1.448264</td>\n",
       "      <td>-0.328618</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>0.384808</td>\n",
       "      <td>0.463206</td>\n",
       "      <td>0.230039</td>\n",
       "      <td>-1.367138</td>\n",
       "      <td>0.597228</td>\n",
       "      <td>-0.948348</td>\n",
       "      <td>-0.144957</td>\n",
       "      <td>-1.232523</td>\n",
       "      <td>-0.784815</td>\n",
       "      <td>0.848174</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>-0.036108</td>\n",
       "      <td>-0.125174</td>\n",
       "      <td>-0.536064</td>\n",
       "      <td>0.846882</td>\n",
       "      <td>-0.879283</td>\n",
       "      <td>0.348595</td>\n",
       "      <td>1.584906</td>\n",
       "      <td>-0.384943</td>\n",
       "      <td>-1.607318</td>\n",
       "      <td>-0.115224</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>582</th>\n",
       "      <td>-1.180071</td>\n",
       "      <td>-0.915477</td>\n",
       "      <td>-1.022760</td>\n",
       "      <td>0.126459</td>\n",
       "      <td>-0.900448</td>\n",
       "      <td>1.419456</td>\n",
       "      <td>1.413658</td>\n",
       "      <td>1.178866</td>\n",
       "      <td>1.369994</td>\n",
       "      <td>-0.502869</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>583</th>\n",
       "      <td>1.792659</td>\n",
       "      <td>-0.183150</td>\n",
       "      <td>1.748113</td>\n",
       "      <td>-0.356673</td>\n",
       "      <td>0.815501</td>\n",
       "      <td>-0.048089</td>\n",
       "      <td>-2.741316</td>\n",
       "      <td>-0.627313</td>\n",
       "      <td>-1.445921</td>\n",
       "      <td>1.180641</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>584</th>\n",
       "      <td>0.770430</td>\n",
       "      <td>1.065376</td>\n",
       "      <td>0.963045</td>\n",
       "      <td>-0.258046</td>\n",
       "      <td>0.438579</td>\n",
       "      <td>-1.370027</td>\n",
       "      <td>-1.824883</td>\n",
       "      <td>0.491413</td>\n",
       "      <td>0.070472</td>\n",
       "      <td>1.268583</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>585</th>\n",
       "      <td>0.441103</td>\n",
       "      <td>1.195531</td>\n",
       "      <td>0.718168</td>\n",
       "      <td>-1.518970</td>\n",
       "      <td>0.637606</td>\n",
       "      <td>0.258770</td>\n",
       "      <td>-1.554208</td>\n",
       "      <td>0.626538</td>\n",
       "      <td>0.585282</td>\n",
       "      <td>0.504582</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>586</th>\n",
       "      <td>-0.688413</td>\n",
       "      <td>-0.854493</td>\n",
       "      <td>-0.606772</td>\n",
       "      <td>-0.403066</td>\n",
       "      <td>1.167742</td>\n",
       "      <td>-0.775045</td>\n",
       "      <td>0.855615</td>\n",
       "      <td>-0.057270</td>\n",
       "      <td>0.766114</td>\n",
       "      <td>0.272237</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>587</th>\n",
       "      <td>1.003085</td>\n",
       "      <td>0.996571</td>\n",
       "      <td>0.907323</td>\n",
       "      <td>-0.466495</td>\n",
       "      <td>-1.639484</td>\n",
       "      <td>-0.392471</td>\n",
       "      <td>-1.317563</td>\n",
       "      <td>-0.190503</td>\n",
       "      <td>-1.040509</td>\n",
       "      <td>0.640480</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>588</th>\n",
       "      <td>1.558418</td>\n",
       "      <td>-0.131473</td>\n",
       "      <td>1.464449</td>\n",
       "      <td>0.826047</td>\n",
       "      <td>0.225308</td>\n",
       "      <td>-0.369527</td>\n",
       "      <td>-2.214393</td>\n",
       "      <td>-1.606577</td>\n",
       "      <td>-1.437485</td>\n",
       "      <td>-0.436764</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>0.237337</td>\n",
       "      <td>-1.335862</td>\n",
       "      <td>0.489983</td>\n",
       "      <td>0.724137</td>\n",
       "      <td>1.092107</td>\n",
       "      <td>-0.547905</td>\n",
       "      <td>-1.152569</td>\n",
       "      <td>2.587909</td>\n",
       "      <td>0.653312</td>\n",
       "      <td>1.290758</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>590</th>\n",
       "      <td>-0.226214</td>\n",
       "      <td>1.191707</td>\n",
       "      <td>-0.410974</td>\n",
       "      <td>-0.083718</td>\n",
       "      <td>0.073197</td>\n",
       "      <td>-0.150243</td>\n",
       "      <td>0.927378</td>\n",
       "      <td>-0.393530</td>\n",
       "      <td>-0.439572</td>\n",
       "      <td>-1.119546</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>591</th>\n",
       "      <td>0.635847</td>\n",
       "      <td>-0.482314</td>\n",
       "      <td>0.844213</td>\n",
       "      <td>1.098983</td>\n",
       "      <td>-0.183301</td>\n",
       "      <td>-0.019794</td>\n",
       "      <td>-1.656972</td>\n",
       "      <td>0.450613</td>\n",
       "      <td>0.219558</td>\n",
       "      <td>1.959837</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>592</th>\n",
       "      <td>0.062600</td>\n",
       "      <td>0.420094</td>\n",
       "      <td>-0.103489</td>\n",
       "      <td>0.606851</td>\n",
       "      <td>0.921802</td>\n",
       "      <td>0.482688</td>\n",
       "      <td>0.406785</td>\n",
       "      <td>-1.130888</td>\n",
       "      <td>-0.588072</td>\n",
       "      <td>2.056544</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>593</th>\n",
       "      <td>1.021126</td>\n",
       "      <td>-0.831955</td>\n",
       "      <td>0.484538</td>\n",
       "      <td>-0.638283</td>\n",
       "      <td>-1.270061</td>\n",
       "      <td>0.286956</td>\n",
       "      <td>-0.000163</td>\n",
       "      <td>-1.066235</td>\n",
       "      <td>-2.493911</td>\n",
       "      <td>-0.815376</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>594</th>\n",
       "      <td>-0.315554</td>\n",
       "      <td>-0.686279</td>\n",
       "      <td>-0.664986</td>\n",
       "      <td>-1.432671</td>\n",
       "      <td>-0.607472</td>\n",
       "      <td>-0.404362</td>\n",
       "      <td>1.573714</td>\n",
       "      <td>0.585299</td>\n",
       "      <td>-0.912802</td>\n",
       "      <td>0.145836</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>595</th>\n",
       "      <td>0.913726</td>\n",
       "      <td>0.534817</td>\n",
       "      <td>0.869882</td>\n",
       "      <td>1.228981</td>\n",
       "      <td>-0.838586</td>\n",
       "      <td>-0.886681</td>\n",
       "      <td>-1.332699</td>\n",
       "      <td>0.458387</td>\n",
       "      <td>-0.806059</td>\n",
       "      <td>-0.637308</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>596</th>\n",
       "      <td>0.370873</td>\n",
       "      <td>1.920368</td>\n",
       "      <td>-0.127253</td>\n",
       "      <td>-1.222895</td>\n",
       "      <td>2.124771</td>\n",
       "      <td>1.331339</td>\n",
       "      <td>0.926079</td>\n",
       "      <td>-1.293508</td>\n",
       "      <td>-1.896559</td>\n",
       "      <td>0.071254</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>597</th>\n",
       "      <td>1.051464</td>\n",
       "      <td>-0.031059</td>\n",
       "      <td>0.933029</td>\n",
       "      <td>-0.909683</td>\n",
       "      <td>-2.087027</td>\n",
       "      <td>-0.584618</td>\n",
       "      <td>-1.325967</td>\n",
       "      <td>-0.667780</td>\n",
       "      <td>-1.149683</td>\n",
       "      <td>-0.936506</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>598</th>\n",
       "      <td>0.359054</td>\n",
       "      <td>-0.810529</td>\n",
       "      <td>0.537794</td>\n",
       "      <td>0.856976</td>\n",
       "      <td>-1.947342</td>\n",
       "      <td>0.978458</td>\n",
       "      <td>-1.122211</td>\n",
       "      <td>0.028776</td>\n",
       "      <td>0.323542</td>\n",
       "      <td>-0.068446</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>599</th>\n",
       "      <td>0.414418</td>\n",
       "      <td>-1.831682</td>\n",
       "      <td>0.205127</td>\n",
       "      <td>-1.051310</td>\n",
       "      <td>-0.197938</td>\n",
       "      <td>2.067906</td>\n",
       "      <td>-0.025966</td>\n",
       "      <td>1.857702</td>\n",
       "      <td>-0.984431</td>\n",
       "      <td>1.497432</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600</th>\n",
       "      <td>0.567419</td>\n",
       "      <td>-1.287164</td>\n",
       "      <td>0.445686</td>\n",
       "      <td>-1.397118</td>\n",
       "      <td>-0.093636</td>\n",
       "      <td>1.325797</td>\n",
       "      <td>-0.538962</td>\n",
       "      <td>1.038379</td>\n",
       "      <td>-0.809338</td>\n",
       "      <td>-0.583599</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>601</th>\n",
       "      <td>0.255922</td>\n",
       "      <td>-0.958778</td>\n",
       "      <td>0.001168</td>\n",
       "      <td>-1.352509</td>\n",
       "      <td>-2.169677</td>\n",
       "      <td>-1.194189</td>\n",
       "      <td>0.367286</td>\n",
       "      <td>0.412999</td>\n",
       "      <td>-1.018003</td>\n",
       "      <td>-1.583588</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>602</th>\n",
       "      <td>0.285794</td>\n",
       "      <td>-0.950911</td>\n",
       "      <td>-0.183900</td>\n",
       "      <td>0.318521</td>\n",
       "      <td>0.749900</td>\n",
       "      <td>0.279268</td>\n",
       "      <td>0.975801</td>\n",
       "      <td>-0.632880</td>\n",
       "      <td>-1.741946</td>\n",
       "      <td>-0.991697</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>603</th>\n",
       "      <td>0.433768</td>\n",
       "      <td>0.997632</td>\n",
       "      <td>0.476887</td>\n",
       "      <td>-0.286794</td>\n",
       "      <td>-0.091706</td>\n",
       "      <td>-0.887770</td>\n",
       "      <td>-0.827924</td>\n",
       "      <td>-0.291759</td>\n",
       "      <td>-0.173771</td>\n",
       "      <td>0.759515</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>604</th>\n",
       "      <td>1.147961</td>\n",
       "      <td>0.390696</td>\n",
       "      <td>1.005611</td>\n",
       "      <td>-1.326472</td>\n",
       "      <td>0.551476</td>\n",
       "      <td>0.340589</td>\n",
       "      <td>-1.407813</td>\n",
       "      <td>1.169590</td>\n",
       "      <td>-1.297819</td>\n",
       "      <td>1.047318</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>605</th>\n",
       "      <td>0.388926</td>\n",
       "      <td>0.715734</td>\n",
       "      <td>0.629189</td>\n",
       "      <td>2.394362</td>\n",
       "      <td>0.731001</td>\n",
       "      <td>0.538435</td>\n",
       "      <td>-1.358062</td>\n",
       "      <td>-0.686715</td>\n",
       "      <td>0.502890</td>\n",
       "      <td>2.185095</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>606</th>\n",
       "      <td>-1.064291</td>\n",
       "      <td>-1.290942</td>\n",
       "      <td>-0.914547</td>\n",
       "      <td>-0.406974</td>\n",
       "      <td>2.367414</td>\n",
       "      <td>-0.377765</td>\n",
       "      <td>1.250932</td>\n",
       "      <td>0.563788</td>\n",
       "      <td>1.261286</td>\n",
       "      <td>0.014005</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>607</th>\n",
       "      <td>-0.498031</td>\n",
       "      <td>-1.840266</td>\n",
       "      <td>-0.387667</td>\n",
       "      <td>1.328166</td>\n",
       "      <td>1.469784</td>\n",
       "      <td>-0.622270</td>\n",
       "      <td>0.462312</td>\n",
       "      <td>-0.607824</td>\n",
       "      <td>0.721858</td>\n",
       "      <td>-0.504298</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>608</th>\n",
       "      <td>0.545541</td>\n",
       "      <td>-0.491562</td>\n",
       "      <td>0.552961</td>\n",
       "      <td>-1.412726</td>\n",
       "      <td>-0.387876</td>\n",
       "      <td>1.306072</td>\n",
       "      <td>-0.898301</td>\n",
       "      <td>0.619033</td>\n",
       "      <td>-0.371487</td>\n",
       "      <td>-0.516847</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>609</th>\n",
       "      <td>0.707383</td>\n",
       "      <td>-0.278883</td>\n",
       "      <td>0.571293</td>\n",
       "      <td>0.845158</td>\n",
       "      <td>0.393797</td>\n",
       "      <td>-1.927673</td>\n",
       "      <td>-0.719767</td>\n",
       "      <td>-1.405190</td>\n",
       "      <td>-0.957776</td>\n",
       "      <td>-0.048897</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>610</th>\n",
       "      <td>-2.214875</td>\n",
       "      <td>-1.460501</td>\n",
       "      <td>-1.872896</td>\n",
       "      <td>1.191261</td>\n",
       "      <td>-0.476876</td>\n",
       "      <td>1.677116</td>\n",
       "      <td>2.510599</td>\n",
       "      <td>-1.716033</td>\n",
       "      <td>2.723994</td>\n",
       "      <td>0.675137</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>-0.081894</td>\n",
       "      <td>1.249710</td>\n",
       "      <td>-0.081136</td>\n",
       "      <td>-1.056497</td>\n",
       "      <td>1.966917</td>\n",
       "      <td>-0.039144</td>\n",
       "      <td>0.129131</td>\n",
       "      <td>1.047276</td>\n",
       "      <td>0.061882</td>\n",
       "      <td>1.075222</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>612</th>\n",
       "      <td>0.994751</td>\n",
       "      <td>-0.331308</td>\n",
       "      <td>0.919603</td>\n",
       "      <td>-0.612237</td>\n",
       "      <td>0.570613</td>\n",
       "      <td>0.968185</td>\n",
       "      <td>-1.367144</td>\n",
       "      <td>-0.825411</td>\n",
       "      <td>-0.967111</td>\n",
       "      <td>-1.085151</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>613</th>\n",
       "      <td>-0.304063</td>\n",
       "      <td>0.958386</td>\n",
       "      <td>-0.327199</td>\n",
       "      <td>0.051661</td>\n",
       "      <td>-2.189922</td>\n",
       "      <td>1.194592</td>\n",
       "      <td>0.558709</td>\n",
       "      <td>1.074318</td>\n",
       "      <td>0.144969</td>\n",
       "      <td>0.229075</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>614</th>\n",
       "      <td>-0.048193</td>\n",
       "      <td>0.243135</td>\n",
       "      <td>0.329889</td>\n",
       "      <td>-0.470203</td>\n",
       "      <td>-0.921451</td>\n",
       "      <td>-0.565393</td>\n",
       "      <td>-1.077372</td>\n",
       "      <td>-0.978588</td>\n",
       "      <td>1.270269</td>\n",
       "      <td>0.612332</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>615</th>\n",
       "      <td>-0.037963</td>\n",
       "      <td>-1.239588</td>\n",
       "      <td>0.422588</td>\n",
       "      <td>0.607840</td>\n",
       "      <td>-0.185098</td>\n",
       "      <td>1.212129</td>\n",
       "      <td>-1.345665</td>\n",
       "      <td>0.716340</td>\n",
       "      <td>1.532297</td>\n",
       "      <td>1.101330</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>616</th>\n",
       "      <td>-1.127949</td>\n",
       "      <td>1.495458</td>\n",
       "      <td>-0.968714</td>\n",
       "      <td>-0.284626</td>\n",
       "      <td>-2.218570</td>\n",
       "      <td>2.418778</td>\n",
       "      <td>1.324122</td>\n",
       "      <td>0.288028</td>\n",
       "      <td>1.338471</td>\n",
       "      <td>-1.972089</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>617</th>\n",
       "      <td>-0.532867</td>\n",
       "      <td>0.973726</td>\n",
       "      <td>0.001984</td>\n",
       "      <td>0.298798</td>\n",
       "      <td>-0.343206</td>\n",
       "      <td>-2.085792</td>\n",
       "      <td>-0.778229</td>\n",
       "      <td>1.898735</td>\n",
       "      <td>2.134059</td>\n",
       "      <td>-0.773456</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>618</th>\n",
       "      <td>0.292381</td>\n",
       "      <td>-0.272410</td>\n",
       "      <td>0.586274</td>\n",
       "      <td>1.233724</td>\n",
       "      <td>-0.758971</td>\n",
       "      <td>-0.978741</td>\n",
       "      <td>-1.366894</td>\n",
       "      <td>0.188476</td>\n",
       "      <td>0.748150</td>\n",
       "      <td>-0.805095</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>619</th>\n",
       "      <td>-0.441776</td>\n",
       "      <td>-0.672486</td>\n",
       "      <td>-1.023242</td>\n",
       "      <td>0.223271</td>\n",
       "      <td>-0.525631</td>\n",
       "      <td>0.032407</td>\n",
       "      <td>2.484982</td>\n",
       "      <td>-0.546042</td>\n",
       "      <td>-1.579370</td>\n",
       "      <td>-1.742222</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>620</th>\n",
       "      <td>-1.030700</td>\n",
       "      <td>0.143049</td>\n",
       "      <td>-1.131159</td>\n",
       "      <td>0.849612</td>\n",
       "      <td>-2.196128</td>\n",
       "      <td>-0.162124</td>\n",
       "      <td>1.961177</td>\n",
       "      <td>0.582571</td>\n",
       "      <td>0.419429</td>\n",
       "      <td>0.692858</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>621</th>\n",
       "      <td>-0.783049</td>\n",
       "      <td>0.424067</td>\n",
       "      <td>-0.929484</td>\n",
       "      <td>0.039447</td>\n",
       "      <td>-0.524567</td>\n",
       "      <td>1.352203</td>\n",
       "      <td>1.704096</td>\n",
       "      <td>-1.315816</td>\n",
       "      <td>0.089567</td>\n",
       "      <td>-1.435910</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>622</th>\n",
       "      <td>1.599489</td>\n",
       "      <td>-0.618160</td>\n",
       "      <td>1.349004</td>\n",
       "      <td>0.898512</td>\n",
       "      <td>0.151407</td>\n",
       "      <td>-0.292685</td>\n",
       "      <td>-1.802291</td>\n",
       "      <td>1.846396</td>\n",
       "      <td>-1.978662</td>\n",
       "      <td>-0.825833</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>623</th>\n",
       "      <td>0.400004</td>\n",
       "      <td>0.852469</td>\n",
       "      <td>0.210596</td>\n",
       "      <td>-1.229184</td>\n",
       "      <td>0.791859</td>\n",
       "      <td>-0.570640</td>\n",
       "      <td>-0.063557</td>\n",
       "      <td>0.014149</td>\n",
       "      <td>-0.909011</td>\n",
       "      <td>1.452118</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>624</th>\n",
       "      <td>0.225302</td>\n",
       "      <td>-0.130926</td>\n",
       "      <td>0.339660</td>\n",
       "      <td>1.128240</td>\n",
       "      <td>-0.176112</td>\n",
       "      <td>0.082987</td>\n",
       "      <td>-0.710896</td>\n",
       "      <td>-0.805800</td>\n",
       "      <td>0.210209</td>\n",
       "      <td>-0.875842</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>625</th>\n",
       "      <td>0.273025</td>\n",
       "      <td>-0.409801</td>\n",
       "      <td>0.592092</td>\n",
       "      <td>0.783359</td>\n",
       "      <td>-1.199725</td>\n",
       "      <td>0.698920</td>\n",
       "      <td>-1.412710</td>\n",
       "      <td>-1.262770</td>\n",
       "      <td>0.844439</td>\n",
       "      <td>-1.470490</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>626</th>\n",
       "      <td>1.330562</td>\n",
       "      <td>0.432263</td>\n",
       "      <td>1.253335</td>\n",
       "      <td>0.470044</td>\n",
       "      <td>-0.099094</td>\n",
       "      <td>-0.602821</td>\n",
       "      <td>-1.899798</td>\n",
       "      <td>-0.712174</td>\n",
       "      <td>-1.217501</td>\n",
       "      <td>-0.707626</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>627</th>\n",
       "      <td>0.952029</td>\n",
       "      <td>-0.737380</td>\n",
       "      <td>0.829105</td>\n",
       "      <td>-0.834185</td>\n",
       "      <td>-1.478777</td>\n",
       "      <td>1.672266</td>\n",
       "      <td>-1.152656</td>\n",
       "      <td>-0.350778</td>\n",
       "      <td>-1.092220</td>\n",
       "      <td>-2.266052</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>628</th>\n",
       "      <td>0.226564</td>\n",
       "      <td>-1.143339</td>\n",
       "      <td>0.432671</td>\n",
       "      <td>0.087474</td>\n",
       "      <td>0.072153</td>\n",
       "      <td>0.738237</td>\n",
       "      <td>-0.993139</td>\n",
       "      <td>-0.718065</td>\n",
       "      <td>0.509068</td>\n",
       "      <td>0.233043</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>629</th>\n",
       "      <td>-0.226625</td>\n",
       "      <td>0.103438</td>\n",
       "      <td>-0.410414</td>\n",
       "      <td>2.042076</td>\n",
       "      <td>-0.692250</td>\n",
       "      <td>-1.968923</td>\n",
       "      <td>0.925074</td>\n",
       "      <td>-0.022279</td>\n",
       "      <td>-0.436103</td>\n",
       "      <td>0.277358</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>630</th>\n",
       "      <td>0.394418</td>\n",
       "      <td>1.551245</td>\n",
       "      <td>0.648727</td>\n",
       "      <td>0.882286</td>\n",
       "      <td>-1.223220</td>\n",
       "      <td>1.424628</td>\n",
       "      <td>-1.409775</td>\n",
       "      <td>-0.306014</td>\n",
       "      <td>0.544798</td>\n",
       "      <td>-0.761588</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>631</th>\n",
       "      <td>1.382837</td>\n",
       "      <td>1.562889</td>\n",
       "      <td>1.316697</td>\n",
       "      <td>-0.273993</td>\n",
       "      <td>-1.703872</td>\n",
       "      <td>-0.924466</td>\n",
       "      <td>-2.017565</td>\n",
       "      <td>-0.299838</td>\n",
       "      <td>-1.219195</td>\n",
       "      <td>-0.243384</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>632</th>\n",
       "      <td>-1.303806</td>\n",
       "      <td>0.332719</td>\n",
       "      <td>-1.104733</td>\n",
       "      <td>-1.333148</td>\n",
       "      <td>-0.726774</td>\n",
       "      <td>-0.877617</td>\n",
       "      <td>1.484716</td>\n",
       "      <td>0.333231</td>\n",
       "      <td>1.596198</td>\n",
       "      <td>-0.247336</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>0.141284</td>\n",
       "      <td>-0.833598</td>\n",
       "      <td>0.138027</td>\n",
       "      <td>-0.679889</td>\n",
       "      <td>0.144310</td>\n",
       "      <td>-1.833706</td>\n",
       "      <td>-0.216826</td>\n",
       "      <td>0.191890</td>\n",
       "      <td>-0.113128</td>\n",
       "      <td>-0.795970</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>634</th>\n",
       "      <td>-0.224726</td>\n",
       "      <td>-0.711303</td>\n",
       "      <td>-0.220778</td>\n",
       "      <td>0.117124</td>\n",
       "      <td>1.536061</td>\n",
       "      <td>0.597538</td>\n",
       "      <td>0.348645</td>\n",
       "      <td>-0.939156</td>\n",
       "      <td>0.175915</td>\n",
       "      <td>0.236224</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>635</th>\n",
       "      <td>0.865658</td>\n",
       "      <td>0.671531</td>\n",
       "      <td>0.847443</td>\n",
       "      <td>1.528031</td>\n",
       "      <td>-1.179369</td>\n",
       "      <td>0.172254</td>\n",
       "      <td>-1.333820</td>\n",
       "      <td>0.760847</td>\n",
       "      <td>-0.687455</td>\n",
       "      <td>0.887504</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>636</th>\n",
       "      <td>-0.745190</td>\n",
       "      <td>0.810027</td>\n",
       "      <td>-0.627433</td>\n",
       "      <td>-0.724861</td>\n",
       "      <td>0.021889</td>\n",
       "      <td>0.316952</td>\n",
       "      <td>0.836444</td>\n",
       "      <td>0.125549</td>\n",
       "      <td>0.925298</td>\n",
       "      <td>0.054052</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>637</th>\n",
       "      <td>0.931421</td>\n",
       "      <td>0.779349</td>\n",
       "      <td>0.800100</td>\n",
       "      <td>-0.039020</td>\n",
       "      <td>-0.846851</td>\n",
       "      <td>1.249619</td>\n",
       "      <td>-1.093932</td>\n",
       "      <td>-2.025808</td>\n",
       "      <td>-1.104708</td>\n",
       "      <td>-0.417910</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>638</th>\n",
       "      <td>-1.384471</td>\n",
       "      <td>-0.650657</td>\n",
       "      <td>-1.171964</td>\n",
       "      <td>-0.326648</td>\n",
       "      <td>-0.891543</td>\n",
       "      <td>0.069704</td>\n",
       "      <td>1.573158</td>\n",
       "      <td>-0.307571</td>\n",
       "      <td>1.698607</td>\n",
       "      <td>2.002427</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>639</th>\n",
       "      <td>0.712710</td>\n",
       "      <td>-0.358340</td>\n",
       "      <td>0.604015</td>\n",
       "      <td>-0.647542</td>\n",
       "      <td>2.099722</td>\n",
       "      <td>-0.247026</td>\n",
       "      <td>-0.811987</td>\n",
       "      <td>-0.181224</td>\n",
       "      <td>-0.872130</td>\n",
       "      <td>0.744192</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>640</th>\n",
       "      <td>-0.416360</td>\n",
       "      <td>-0.644340</td>\n",
       "      <td>0.144251</td>\n",
       "      <td>-2.739140</td>\n",
       "      <td>1.167510</td>\n",
       "      <td>-0.723965</td>\n",
       "      <td>-1.043907</td>\n",
       "      <td>1.540324</td>\n",
       "      <td>2.133712</td>\n",
       "      <td>1.186145</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>641</th>\n",
       "      <td>1.280748</td>\n",
       "      <td>-0.470042</td>\n",
       "      <td>1.170257</td>\n",
       "      <td>0.265878</td>\n",
       "      <td>0.882333</td>\n",
       "      <td>-0.452090</td>\n",
       "      <td>-1.718249</td>\n",
       "      <td>-0.066133</td>\n",
       "      <td>-1.290049</td>\n",
       "      <td>-0.436720</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>642</th>\n",
       "      <td>-0.216794</td>\n",
       "      <td>-0.443044</td>\n",
       "      <td>-0.405863</td>\n",
       "      <td>-0.479493</td>\n",
       "      <td>1.403370</td>\n",
       "      <td>0.697903</td>\n",
       "      <td>0.925421</td>\n",
       "      <td>0.463185</td>\n",
       "      <td>-0.460487</td>\n",
       "      <td>0.296576</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>643</th>\n",
       "      <td>0.132422</td>\n",
       "      <td>-0.083438</td>\n",
       "      <td>-0.035511</td>\n",
       "      <td>-1.449645</td>\n",
       "      <td>-1.496529</td>\n",
       "      <td>-0.650024</td>\n",
       "      <td>0.300348</td>\n",
       "      <td>-1.003957</td>\n",
       "      <td>-0.644746</td>\n",
       "      <td>-0.921860</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>644</th>\n",
       "      <td>1.479988</td>\n",
       "      <td>0.043515</td>\n",
       "      <td>1.393672</td>\n",
       "      <td>0.558140</td>\n",
       "      <td>0.414866</td>\n",
       "      <td>0.463289</td>\n",
       "      <td>-2.111880</td>\n",
       "      <td>-0.296607</td>\n",
       "      <td>-1.355589</td>\n",
       "      <td>-2.529560</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>645</th>\n",
       "      <td>-1.018784</td>\n",
       "      <td>0.310473</td>\n",
       "      <td>-0.880988</td>\n",
       "      <td>-1.127264</td>\n",
       "      <td>1.137381</td>\n",
       "      <td>0.399469</td>\n",
       "      <td>1.214381</td>\n",
       "      <td>0.322505</td>\n",
       "      <td>1.189238</td>\n",
       "      <td>-1.156941</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646</th>\n",
       "      <td>1.608832</td>\n",
       "      <td>0.665417</td>\n",
       "      <td>1.561047</td>\n",
       "      <td>1.941217</td>\n",
       "      <td>-0.904614</td>\n",
       "      <td>1.172757</td>\n",
       "      <td>-2.436365</td>\n",
       "      <td>-0.378008</td>\n",
       "      <td>-1.323159</td>\n",
       "      <td>-0.878323</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>647</th>\n",
       "      <td>-1.589705</td>\n",
       "      <td>0.967794</td>\n",
       "      <td>-1.337772</td>\n",
       "      <td>0.398992</td>\n",
       "      <td>-1.271549</td>\n",
       "      <td>-1.153084</td>\n",
       "      <td>1.782162</td>\n",
       "      <td>0.324658</td>\n",
       "      <td>1.976299</td>\n",
       "      <td>1.050049</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>648</th>\n",
       "      <td>-0.691404</td>\n",
       "      <td>-0.802272</td>\n",
       "      <td>-0.622418</td>\n",
       "      <td>-0.504634</td>\n",
       "      <td>-1.312969</td>\n",
       "      <td>0.393975</td>\n",
       "      <td>0.899067</td>\n",
       "      <td>-0.731857</td>\n",
       "      <td>0.726934</td>\n",
       "      <td>-0.803111</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>-1.491633</td>\n",
       "      <td>0.769032</td>\n",
       "      <td>-1.246778</td>\n",
       "      <td>-0.527389</td>\n",
       "      <td>-0.630846</td>\n",
       "      <td>-0.297867</td>\n",
       "      <td>1.646367</td>\n",
       "      <td>0.398764</td>\n",
       "      <td>1.882030</td>\n",
       "      <td>-0.005107</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>650</th>\n",
       "      <td>0.327220</td>\n",
       "      <td>-0.073948</td>\n",
       "      <td>0.181272</td>\n",
       "      <td>-0.451659</td>\n",
       "      <td>-0.465806</td>\n",
       "      <td>-0.150838</td>\n",
       "      <td>-0.079464</td>\n",
       "      <td>-0.758282</td>\n",
       "      <td>-0.714221</td>\n",
       "      <td>0.195025</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>651</th>\n",
       "      <td>-0.159729</td>\n",
       "      <td>0.410550</td>\n",
       "      <td>-0.598770</td>\n",
       "      <td>-0.231069</td>\n",
       "      <td>-0.100476</td>\n",
       "      <td>-0.057391</td>\n",
       "      <td>1.597281</td>\n",
       "      <td>0.839349</td>\n",
       "      <td>-1.318614</td>\n",
       "      <td>1.393181</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>652</th>\n",
       "      <td>0.811768</td>\n",
       "      <td>0.290947</td>\n",
       "      <td>0.233989</td>\n",
       "      <td>0.957840</td>\n",
       "      <td>-1.046121</td>\n",
       "      <td>0.473407</td>\n",
       "      <td>0.461680</td>\n",
       "      <td>0.034008</td>\n",
       "      <td>-2.476632</td>\n",
       "      <td>-0.790882</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>653</th>\n",
       "      <td>-0.133968</td>\n",
       "      <td>-1.169481</td>\n",
       "      <td>0.316586</td>\n",
       "      <td>-0.720970</td>\n",
       "      <td>-0.432295</td>\n",
       "      <td>1.272715</td>\n",
       "      <td>-1.161036</td>\n",
       "      <td>-1.037991</td>\n",
       "      <td>1.569275</td>\n",
       "      <td>2.779964</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>654</th>\n",
       "      <td>-0.406527</td>\n",
       "      <td>-0.607569</td>\n",
       "      <td>-0.028437</td>\n",
       "      <td>1.568182</td>\n",
       "      <td>0.760506</td>\n",
       "      <td>-1.742948</td>\n",
       "      <td>-0.502239</td>\n",
       "      <td>0.938640</td>\n",
       "      <td>1.530225</td>\n",
       "      <td>1.447796</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>655</th>\n",
       "      <td>0.892378</td>\n",
       "      <td>1.578118</td>\n",
       "      <td>0.774768</td>\n",
       "      <td>0.985450</td>\n",
       "      <td>-0.116229</td>\n",
       "      <td>0.214713</td>\n",
       "      <td>-1.073139</td>\n",
       "      <td>-0.455540</td>\n",
       "      <td>-1.031592</td>\n",
       "      <td>0.869155</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>656</th>\n",
       "      <td>-1.084775</td>\n",
       "      <td>0.444896</td>\n",
       "      <td>-0.933608</td>\n",
       "      <td>0.850719</td>\n",
       "      <td>1.031654</td>\n",
       "      <td>-1.408919</td>\n",
       "      <td>1.279465</td>\n",
       "      <td>-1.113295</td>\n",
       "      <td>1.280794</td>\n",
       "      <td>0.891863</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>657</th>\n",
       "      <td>0.113192</td>\n",
       "      <td>-0.878263</td>\n",
       "      <td>-0.087880</td>\n",
       "      <td>0.099887</td>\n",
       "      <td>-1.936753</td>\n",
       "      <td>-0.761355</td>\n",
       "      <td>0.432423</td>\n",
       "      <td>1.496710</td>\n",
       "      <td>-0.739069</td>\n",
       "      <td>0.480745</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>658</th>\n",
       "      <td>1.789049</td>\n",
       "      <td>0.890383</td>\n",
       "      <td>1.756773</td>\n",
       "      <td>0.575205</td>\n",
       "      <td>-1.517874</td>\n",
       "      <td>-0.357029</td>\n",
       "      <td>-2.772994</td>\n",
       "      <td>0.049774</td>\n",
       "      <td>-1.403214</td>\n",
       "      <td>0.500666</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>659</th>\n",
       "      <td>0.171798</td>\n",
       "      <td>-1.299581</td>\n",
       "      <td>-0.014293</td>\n",
       "      <td>0.829732</td>\n",
       "      <td>1.673452</td>\n",
       "      <td>1.340461</td>\n",
       "      <td>0.292603</td>\n",
       "      <td>-1.148263</td>\n",
       "      <td>-0.732637</td>\n",
       "      <td>0.811397</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>660</th>\n",
       "      <td>0.266803</td>\n",
       "      <td>0.797851</td>\n",
       "      <td>0.365915</td>\n",
       "      <td>-1.873441</td>\n",
       "      <td>-0.234924</td>\n",
       "      <td>-0.893515</td>\n",
       "      <td>-0.730945</td>\n",
       "      <td>-1.099045</td>\n",
       "      <td>0.130292</td>\n",
       "      <td>0.645890</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>661</th>\n",
       "      <td>-0.330345</td>\n",
       "      <td>0.682052</td>\n",
       "      <td>-0.517217</td>\n",
       "      <td>1.487246</td>\n",
       "      <td>-0.067178</td>\n",
       "      <td>-0.715760</td>\n",
       "      <td>1.100969</td>\n",
       "      <td>0.239405</td>\n",
       "      <td>-0.370939</td>\n",
       "      <td>-0.580053</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>662</th>\n",
       "      <td>-0.574263</td>\n",
       "      <td>-0.916321</td>\n",
       "      <td>-0.758106</td>\n",
       "      <td>-0.836921</td>\n",
       "      <td>1.065172</td>\n",
       "      <td>1.452617</td>\n",
       "      <td>1.483228</td>\n",
       "      <td>0.307613</td>\n",
       "      <td>-0.184108</td>\n",
       "      <td>-0.140375</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>663</th>\n",
       "      <td>-0.483337</td>\n",
       "      <td>0.754733</td>\n",
       "      <td>-1.031996</td>\n",
       "      <td>0.199424</td>\n",
       "      <td>0.681362</td>\n",
       "      <td>-1.153692</td>\n",
       "      <td>2.451491</td>\n",
       "      <td>-0.645572</td>\n",
       "      <td>-1.442030</td>\n",
       "      <td>0.473038</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>664</th>\n",
       "      <td>-0.108890</td>\n",
       "      <td>-0.216523</td>\n",
       "      <td>0.233508</td>\n",
       "      <td>-0.939242</td>\n",
       "      <td>-0.755951</td>\n",
       "      <td>0.360442</td>\n",
       "      <td>-0.870961</td>\n",
       "      <td>0.928932</td>\n",
       "      <td>1.197704</td>\n",
       "      <td>1.332551</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>665</th>\n",
       "      <td>-1.404597</td>\n",
       "      <td>0.589639</td>\n",
       "      <td>-1.177647</td>\n",
       "      <td>-2.651828</td>\n",
       "      <td>0.309727</td>\n",
       "      <td>0.475752</td>\n",
       "      <td>1.561352</td>\n",
       "      <td>-0.737737</td>\n",
       "      <td>1.760394</td>\n",
       "      <td>1.366389</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>666</th>\n",
       "      <td>0.490749</td>\n",
       "      <td>0.508608</td>\n",
       "      <td>-0.051652</td>\n",
       "      <td>-0.430309</td>\n",
       "      <td>1.509131</td>\n",
       "      <td>0.605606</td>\n",
       "      <td>0.868890</td>\n",
       "      <td>-0.208468</td>\n",
       "      <td>-2.128174</td>\n",
       "      <td>-1.484057</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>667</th>\n",
       "      <td>0.413475</td>\n",
       "      <td>0.786406</td>\n",
       "      <td>0.338788</td>\n",
       "      <td>-0.559546</td>\n",
       "      <td>-0.339759</td>\n",
       "      <td>0.231607</td>\n",
       "      <td>-0.435555</td>\n",
       "      <td>1.359189</td>\n",
       "      <td>-0.543957</td>\n",
       "      <td>-2.833030</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>668</th>\n",
       "      <td>1.220004</td>\n",
       "      <td>1.435087</td>\n",
       "      <td>1.172455</td>\n",
       "      <td>-0.347302</td>\n",
       "      <td>-1.563034</td>\n",
       "      <td>-1.179460</td>\n",
       "      <td>-1.812985</td>\n",
       "      <td>-0.078231</td>\n",
       "      <td>-1.040337</td>\n",
       "      <td>1.453275</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>669</th>\n",
       "      <td>1.743545</td>\n",
       "      <td>-0.951918</td>\n",
       "      <td>1.685460</td>\n",
       "      <td>0.077481</td>\n",
       "      <td>0.072037</td>\n",
       "      <td>-0.212209</td>\n",
       "      <td>-2.621134</td>\n",
       "      <td>-1.241761</td>\n",
       "      <td>-1.454528</td>\n",
       "      <td>0.257753</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>-1.209754</td>\n",
       "      <td>1.560256</td>\n",
       "      <td>-1.029923</td>\n",
       "      <td>-1.951603</td>\n",
       "      <td>0.320998</td>\n",
       "      <td>1.002236</td>\n",
       "      <td>1.392522</td>\n",
       "      <td>1.309444</td>\n",
       "      <td>1.465105</td>\n",
       "      <td>-1.315441</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>671</th>\n",
       "      <td>-0.263905</td>\n",
       "      <td>0.049328</td>\n",
       "      <td>0.022894</td>\n",
       "      <td>0.722447</td>\n",
       "      <td>2.642012</td>\n",
       "      <td>0.598099</td>\n",
       "      <td>-0.452342</td>\n",
       "      <td>2.387968</td>\n",
       "      <td>1.128495</td>\n",
       "      <td>-0.365281</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>672</th>\n",
       "      <td>0.144500</td>\n",
       "      <td>-0.445944</td>\n",
       "      <td>-0.076699</td>\n",
       "      <td>0.113140</td>\n",
       "      <td>-1.537585</td>\n",
       "      <td>-0.144905</td>\n",
       "      <td>0.443645</td>\n",
       "      <td>-2.007457</td>\n",
       "      <td>-0.827544</td>\n",
       "      <td>-0.363117</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>673</th>\n",
       "      <td>-2.025321</td>\n",
       "      <td>0.855202</td>\n",
       "      <td>-1.702253</td>\n",
       "      <td>0.264290</td>\n",
       "      <td>-1.525572</td>\n",
       "      <td>-1.154163</td>\n",
       "      <td>2.264105</td>\n",
       "      <td>-0.015472</td>\n",
       "      <td>2.524707</td>\n",
       "      <td>1.313782</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>674</th>\n",
       "      <td>-0.958323</td>\n",
       "      <td>-1.336569</td>\n",
       "      <td>-0.201875</td>\n",
       "      <td>1.336657</td>\n",
       "      <td>-1.278353</td>\n",
       "      <td>-0.895428</td>\n",
       "      <td>-0.772130</td>\n",
       "      <td>0.320217</td>\n",
       "      <td>3.166705</td>\n",
       "      <td>1.548639</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>675</th>\n",
       "      <td>-1.964365</td>\n",
       "      <td>-1.285864</td>\n",
       "      <td>-1.678268</td>\n",
       "      <td>-0.505490</td>\n",
       "      <td>1.727964</td>\n",
       "      <td>-0.469346</td>\n",
       "      <td>2.279179</td>\n",
       "      <td>0.058213</td>\n",
       "      <td>2.359697</td>\n",
       "      <td>0.208854</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>676</th>\n",
       "      <td>-1.278369</td>\n",
       "      <td>0.032143</td>\n",
       "      <td>-1.075486</td>\n",
       "      <td>-1.725771</td>\n",
       "      <td>-1.120418</td>\n",
       "      <td>-0.754866</td>\n",
       "      <td>1.432248</td>\n",
       "      <td>1.693547</td>\n",
       "      <td>1.590197</td>\n",
       "      <td>0.022339</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>677</th>\n",
       "      <td>-0.508496</td>\n",
       "      <td>-0.972765</td>\n",
       "      <td>-0.043144</td>\n",
       "      <td>0.406622</td>\n",
       "      <td>-0.491957</td>\n",
       "      <td>1.328057</td>\n",
       "      <td>-0.605083</td>\n",
       "      <td>0.638677</td>\n",
       "      <td>1.889303</td>\n",
       "      <td>-0.172629</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>678</th>\n",
       "      <td>-1.159334</td>\n",
       "      <td>0.342926</td>\n",
       "      <td>-0.988308</td>\n",
       "      <td>1.243469</td>\n",
       "      <td>0.558724</td>\n",
       "      <td>-0.156477</td>\n",
       "      <td>1.338486</td>\n",
       "      <td>-0.651889</td>\n",
       "      <td>1.399763</td>\n",
       "      <td>-0.779375</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>679</th>\n",
       "      <td>-0.200463</td>\n",
       "      <td>0.687066</td>\n",
       "      <td>-0.486850</td>\n",
       "      <td>1.466541</td>\n",
       "      <td>1.376496</td>\n",
       "      <td>0.313132</td>\n",
       "      <td>1.196432</td>\n",
       "      <td>-0.035826</td>\n",
       "      <td>-0.790299</td>\n",
       "      <td>-1.111580</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>680</th>\n",
       "      <td>0.515579</td>\n",
       "      <td>-0.624345</td>\n",
       "      <td>0.360015</td>\n",
       "      <td>-0.184525</td>\n",
       "      <td>-0.635362</td>\n",
       "      <td>-1.189667</td>\n",
       "      <td>-0.352428</td>\n",
       "      <td>-2.205566</td>\n",
       "      <td>-0.882271</td>\n",
       "      <td>-0.604745</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>0.438964</td>\n",
       "      <td>-0.764187</td>\n",
       "      <td>0.747312</td>\n",
       "      <td>0.876174</td>\n",
       "      <td>-0.526532</td>\n",
       "      <td>-0.523576</td>\n",
       "      <td>-1.646320</td>\n",
       "      <td>0.644595</td>\n",
       "      <td>0.689049</td>\n",
       "      <td>-0.709431</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>682</th>\n",
       "      <td>0.181863</td>\n",
       "      <td>0.505735</td>\n",
       "      <td>0.448673</td>\n",
       "      <td>-0.086701</td>\n",
       "      <td>1.671348</td>\n",
       "      <td>-0.901376</td>\n",
       "      <td>-1.106788</td>\n",
       "      <td>0.406056</td>\n",
       "      <td>0.739829</td>\n",
       "      <td>1.257619</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>683</th>\n",
       "      <td>0.249774</td>\n",
       "      <td>0.015183</td>\n",
       "      <td>-0.135879</td>\n",
       "      <td>-0.974807</td>\n",
       "      <td>1.029413</td>\n",
       "      <td>0.796702</td>\n",
       "      <td>0.776941</td>\n",
       "      <td>0.019381</td>\n",
       "      <td>-1.441231</td>\n",
       "      <td>0.645588</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>684</th>\n",
       "      <td>0.658984</td>\n",
       "      <td>-0.721738</td>\n",
       "      <td>0.540152</td>\n",
       "      <td>0.176821</td>\n",
       "      <td>0.207267</td>\n",
       "      <td>0.069344</td>\n",
       "      <td>-0.694789</td>\n",
       "      <td>-0.271655</td>\n",
       "      <td>-0.866284</td>\n",
       "      <td>-0.546680</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>685</th>\n",
       "      <td>0.003777</td>\n",
       "      <td>0.957994</td>\n",
       "      <td>0.255079</td>\n",
       "      <td>0.663546</td>\n",
       "      <td>0.108014</td>\n",
       "      <td>-0.906649</td>\n",
       "      <td>-0.773580</td>\n",
       "      <td>0.381426</td>\n",
       "      <td>0.818341</td>\n",
       "      <td>-1.026081</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>686</th>\n",
       "      <td>0.209016</td>\n",
       "      <td>0.156694</td>\n",
       "      <td>0.021876</td>\n",
       "      <td>1.023531</td>\n",
       "      <td>1.695723</td>\n",
       "      <td>1.897289</td>\n",
       "      <td>0.236068</td>\n",
       "      <td>-1.336725</td>\n",
       "      <td>-0.763062</td>\n",
       "      <td>0.175287</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>687</th>\n",
       "      <td>-0.414283</td>\n",
       "      <td>-0.869287</td>\n",
       "      <td>0.217124</td>\n",
       "      <td>-0.010867</td>\n",
       "      <td>0.518102</td>\n",
       "      <td>-0.529201</td>\n",
       "      <td>-1.263464</td>\n",
       "      <td>2.918174</td>\n",
       "      <td>2.363517</td>\n",
       "      <td>0.137352</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>688</th>\n",
       "      <td>-1.127925</td>\n",
       "      <td>0.166638</td>\n",
       "      <td>-0.943353</td>\n",
       "      <td>1.059950</td>\n",
       "      <td>0.584524</td>\n",
       "      <td>-0.268139</td>\n",
       "      <td>1.246700</td>\n",
       "      <td>-1.012644</td>\n",
       "      <td>1.421236</td>\n",
       "      <td>-1.194187</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>689</th>\n",
       "      <td>0.226760</td>\n",
       "      <td>0.360393</td>\n",
       "      <td>0.264605</td>\n",
       "      <td>0.504288</td>\n",
       "      <td>-0.175295</td>\n",
       "      <td>0.399318</td>\n",
       "      <td>-0.479553</td>\n",
       "      <td>-0.507009</td>\n",
       "      <td>-0.040839</td>\n",
       "      <td>0.290965</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>690</th>\n",
       "      <td>0.216612</td>\n",
       "      <td>0.418760</td>\n",
       "      <td>0.427392</td>\n",
       "      <td>0.220584</td>\n",
       "      <td>-0.213875</td>\n",
       "      <td>0.970316</td>\n",
       "      <td>-0.991438</td>\n",
       "      <td>-0.378580</td>\n",
       "      <td>0.531554</td>\n",
       "      <td>-1.270952</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>691</th>\n",
       "      <td>0.699816</td>\n",
       "      <td>-1.001315</td>\n",
       "      <td>0.549398</td>\n",
       "      <td>-0.922189</td>\n",
       "      <td>-1.567988</td>\n",
       "      <td>-1.492462</td>\n",
       "      <td>-0.663860</td>\n",
       "      <td>0.518219</td>\n",
       "      <td>-0.999102</td>\n",
       "      <td>-0.954618</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>692</th>\n",
       "      <td>-0.902860</td>\n",
       "      <td>0.685290</td>\n",
       "      <td>-0.778632</td>\n",
       "      <td>1.402009</td>\n",
       "      <td>-0.108139</td>\n",
       "      <td>1.112101</td>\n",
       "      <td>1.069752</td>\n",
       "      <td>1.346100</td>\n",
       "      <td>1.060816</td>\n",
       "      <td>-0.302885</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>693</th>\n",
       "      <td>-0.252476</td>\n",
       "      <td>-1.103184</td>\n",
       "      <td>0.064391</td>\n",
       "      <td>0.820554</td>\n",
       "      <td>-0.236449</td>\n",
       "      <td>-0.119620</td>\n",
       "      <td>-0.562521</td>\n",
       "      <td>-0.420028</td>\n",
       "      <td>1.218447</td>\n",
       "      <td>0.184309</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>694</th>\n",
       "      <td>1.185168</td>\n",
       "      <td>-2.152384</td>\n",
       "      <td>1.066477</td>\n",
       "      <td>0.876456</td>\n",
       "      <td>-0.861703</td>\n",
       "      <td>0.030031</td>\n",
       "      <td>-1.539790</td>\n",
       "      <td>1.503420</td>\n",
       "      <td>-1.247509</td>\n",
       "      <td>-1.561493</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>695</th>\n",
       "      <td>0.592714</td>\n",
       "      <td>-1.053835</td>\n",
       "      <td>0.525987</td>\n",
       "      <td>0.427814</td>\n",
       "      <td>-0.347186</td>\n",
       "      <td>0.770802</td>\n",
       "      <td>-0.747561</td>\n",
       "      <td>-0.561338</td>\n",
       "      <td>-0.647964</td>\n",
       "      <td>-1.701902</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>696</th>\n",
       "      <td>0.639428</td>\n",
       "      <td>2.497415</td>\n",
       "      <td>0.520287</td>\n",
       "      <td>0.046006</td>\n",
       "      <td>-1.730263</td>\n",
       "      <td>1.333886</td>\n",
       "      <td>-0.662457</td>\n",
       "      <td>2.824331</td>\n",
       "      <td>-0.853106</td>\n",
       "      <td>-0.641114</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>697</th>\n",
       "      <td>-1.513682</td>\n",
       "      <td>0.018047</td>\n",
       "      <td>-1.314106</td>\n",
       "      <td>1.210675</td>\n",
       "      <td>-0.036580</td>\n",
       "      <td>-1.737805</td>\n",
       "      <td>1.820047</td>\n",
       "      <td>0.411953</td>\n",
       "      <td>1.750085</td>\n",
       "      <td>-0.599640</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>698</th>\n",
       "      <td>0.324632</td>\n",
       "      <td>0.808919</td>\n",
       "      <td>-0.340898</td>\n",
       "      <td>-0.584455</td>\n",
       "      <td>-0.596411</td>\n",
       "      <td>-0.299182</td>\n",
       "      <td>1.511578</td>\n",
       "      <td>-0.221537</td>\n",
       "      <td>-2.409976</td>\n",
       "      <td>-0.749358</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>699</th>\n",
       "      <td>-1.514876</td>\n",
       "      <td>-3.221016</td>\n",
       "      <td>-1.300744</td>\n",
       "      <td>0.395599</td>\n",
       "      <td>-0.527994</td>\n",
       "      <td>1.353069</td>\n",
       "      <td>1.777506</td>\n",
       "      <td>-1.680870</td>\n",
       "      <td>1.798510</td>\n",
       "      <td>0.034272</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>700</th>\n",
       "      <td>1.417767</td>\n",
       "      <td>-1.087246</td>\n",
       "      <td>1.343995</td>\n",
       "      <td>-1.085825</td>\n",
       "      <td>-0.675708</td>\n",
       "      <td>0.034152</td>\n",
       "      <td>-2.050321</td>\n",
       "      <td>-1.148794</td>\n",
       "      <td>-1.269471</td>\n",
       "      <td>0.679373</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>701</th>\n",
       "      <td>-0.154477</td>\n",
       "      <td>1.296063</td>\n",
       "      <td>-0.147364</td>\n",
       "      <td>-1.107157</td>\n",
       "      <td>-0.524662</td>\n",
       "      <td>0.493655</td>\n",
       "      <td>0.226223</td>\n",
       "      <td>-0.151299</td>\n",
       "      <td>0.135299</td>\n",
       "      <td>-0.365506</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>702</th>\n",
       "      <td>1.831077</td>\n",
       "      <td>0.083827</td>\n",
       "      <td>1.772435</td>\n",
       "      <td>1.410459</td>\n",
       "      <td>0.704507</td>\n",
       "      <td>0.789057</td>\n",
       "      <td>-2.759929</td>\n",
       "      <td>-0.861088</td>\n",
       "      <td>-1.519843</td>\n",
       "      <td>0.409763</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>703</th>\n",
       "      <td>0.196355</td>\n",
       "      <td>-0.414627</td>\n",
       "      <td>0.485321</td>\n",
       "      <td>-0.995174</td>\n",
       "      <td>0.309895</td>\n",
       "      <td>-1.273586</td>\n",
       "      <td>-1.197716</td>\n",
       "      <td>1.801430</td>\n",
       "      <td>0.801705</td>\n",
       "      <td>0.549683</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>704</th>\n",
       "      <td>-2.511520</td>\n",
       "      <td>-0.782354</td>\n",
       "      <td>-2.097308</td>\n",
       "      <td>0.853165</td>\n",
       "      <td>-0.067277</td>\n",
       "      <td>-1.074661</td>\n",
       "      <td>2.766125</td>\n",
       "      <td>-0.009664</td>\n",
       "      <td>3.175188</td>\n",
       "      <td>0.247481</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>705</th>\n",
       "      <td>1.333985</td>\n",
       "      <td>1.012637</td>\n",
       "      <td>1.203450</td>\n",
       "      <td>-0.158154</td>\n",
       "      <td>0.281009</td>\n",
       "      <td>-2.132596</td>\n",
       "      <td>-1.742479</td>\n",
       "      <td>2.307916</td>\n",
       "      <td>-1.394160</td>\n",
       "      <td>3.243093</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>706</th>\n",
       "      <td>-1.695822</td>\n",
       "      <td>0.782027</td>\n",
       "      <td>-1.406808</td>\n",
       "      <td>-0.911617</td>\n",
       "      <td>2.288791</td>\n",
       "      <td>-1.763237</td>\n",
       "      <td>1.839238</td>\n",
       "      <td>-0.247880</td>\n",
       "      <td>2.174428</td>\n",
       "      <td>-0.019918</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>0.134357</td>\n",
       "      <td>0.479508</td>\n",
       "      <td>0.612377</td>\n",
       "      <td>0.728941</td>\n",
       "      <td>-1.582223</td>\n",
       "      <td>0.050228</td>\n",
       "      <td>-1.675607</td>\n",
       "      <td>-0.659039</td>\n",
       "      <td>1.464377</td>\n",
       "      <td>-0.692351</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>708</th>\n",
       "      <td>1.223501</td>\n",
       "      <td>0.075955</td>\n",
       "      <td>1.131911</td>\n",
       "      <td>0.742682</td>\n",
       "      <td>0.499685</td>\n",
       "      <td>0.472002</td>\n",
       "      <td>-1.684090</td>\n",
       "      <td>-1.237662</td>\n",
       "      <td>-1.186766</td>\n",
       "      <td>0.482249</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>709</th>\n",
       "      <td>-0.111392</td>\n",
       "      <td>-1.330705</td>\n",
       "      <td>0.489432</td>\n",
       "      <td>-2.177968</td>\n",
       "      <td>1.351016</td>\n",
       "      <td>-1.512529</td>\n",
       "      <td>-1.656223</td>\n",
       "      <td>0.161699</td>\n",
       "      <td>2.043879</td>\n",
       "      <td>-0.699415</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>710</th>\n",
       "      <td>-0.155225</td>\n",
       "      <td>0.697587</td>\n",
       "      <td>-0.008064</td>\n",
       "      <td>-0.836092</td>\n",
       "      <td>1.888437</td>\n",
       "      <td>-0.164242</td>\n",
       "      <td>-0.200307</td>\n",
       "      <td>-1.302845</td>\n",
       "      <td>0.593421</td>\n",
       "      <td>0.308010</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>711</th>\n",
       "      <td>0.627577</td>\n",
       "      <td>0.195482</td>\n",
       "      <td>0.480832</td>\n",
       "      <td>-0.098845</td>\n",
       "      <td>0.491429</td>\n",
       "      <td>0.569760</td>\n",
       "      <td>-0.559129</td>\n",
       "      <td>-2.532246</td>\n",
       "      <td>-0.934699</td>\n",
       "      <td>0.435975</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>712</th>\n",
       "      <td>-0.265773</td>\n",
       "      <td>-0.235917</td>\n",
       "      <td>-0.996758</td>\n",
       "      <td>-0.406885</td>\n",
       "      <td>1.103934</td>\n",
       "      <td>-0.256281</td>\n",
       "      <td>2.659138</td>\n",
       "      <td>0.294971</td>\n",
       "      <td>-2.195564</td>\n",
       "      <td>-0.534757</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>713</th>\n",
       "      <td>0.970716</td>\n",
       "      <td>0.555513</td>\n",
       "      <td>0.852980</td>\n",
       "      <td>-0.918687</td>\n",
       "      <td>0.473632</td>\n",
       "      <td>-0.926381</td>\n",
       "      <td>-1.198495</td>\n",
       "      <td>-0.295090</td>\n",
       "      <td>-1.088826</td>\n",
       "      <td>-0.417367</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>714</th>\n",
       "      <td>0.419629</td>\n",
       "      <td>0.000207</td>\n",
       "      <td>0.276180</td>\n",
       "      <td>-0.009300</td>\n",
       "      <td>-0.822420</td>\n",
       "      <td>1.121031</td>\n",
       "      <td>-0.235423</td>\n",
       "      <td>0.155191</td>\n",
       "      <td>-0.773085</td>\n",
       "      <td>-0.327895</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>715</th>\n",
       "      <td>-0.916511</td>\n",
       "      <td>-0.566395</td>\n",
       "      <td>-1.008614</td>\n",
       "      <td>0.831617</td>\n",
       "      <td>-1.176962</td>\n",
       "      <td>1.820544</td>\n",
       "      <td>1.752375</td>\n",
       "      <td>-0.984534</td>\n",
       "      <td>0.363896</td>\n",
       "      <td>0.209470</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>716</th>\n",
       "      <td>-1.107240</td>\n",
       "      <td>0.349800</td>\n",
       "      <td>-1.380022</td>\n",
       "      <td>-1.004055</td>\n",
       "      <td>0.183835</td>\n",
       "      <td>2.693034</td>\n",
       "      <td>2.610334</td>\n",
       "      <td>-1.776246</td>\n",
       "      <td>-0.088082</td>\n",
       "      <td>-0.095464</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>717</th>\n",
       "      <td>0.006261</td>\n",
       "      <td>0.838941</td>\n",
       "      <td>-0.179003</td>\n",
       "      <td>-0.617253</td>\n",
       "      <td>0.665924</td>\n",
       "      <td>0.421587</td>\n",
       "      <td>0.555778</td>\n",
       "      <td>-1.100154</td>\n",
       "      <td>-0.609857</td>\n",
       "      <td>-0.558302</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>718</th>\n",
       "      <td>-1.888758</td>\n",
       "      <td>-0.853495</td>\n",
       "      <td>-1.576688</td>\n",
       "      <td>-0.669437</td>\n",
       "      <td>-1.099039</td>\n",
       "      <td>1.796665</td>\n",
       "      <td>2.078499</td>\n",
       "      <td>1.798480</td>\n",
       "      <td>2.389713</td>\n",
       "      <td>-0.978308</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>719</th>\n",
       "      <td>-0.218615</td>\n",
       "      <td>-1.415524</td>\n",
       "      <td>-0.212491</td>\n",
       "      <td>0.977872</td>\n",
       "      <td>0.975823</td>\n",
       "      <td>0.008858</td>\n",
       "      <td>0.332192</td>\n",
       "      <td>-1.389780</td>\n",
       "      <td>0.178588</td>\n",
       "      <td>-0.270371</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>720</th>\n",
       "      <td>0.535650</td>\n",
       "      <td>0.659531</td>\n",
       "      <td>0.610399</td>\n",
       "      <td>1.766512</td>\n",
       "      <td>0.898669</td>\n",
       "      <td>0.037697</td>\n",
       "      <td>-1.088057</td>\n",
       "      <td>0.093158</td>\n",
       "      <td>-0.144329</td>\n",
       "      <td>1.038606</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>721</th>\n",
       "      <td>0.005606</td>\n",
       "      <td>-0.814398</td>\n",
       "      <td>0.487392</td>\n",
       "      <td>1.500843</td>\n",
       "      <td>-0.550587</td>\n",
       "      <td>0.509689</td>\n",
       "      <td>-1.480453</td>\n",
       "      <td>-0.466574</td>\n",
       "      <td>1.570076</td>\n",
       "      <td>1.352801</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>722</th>\n",
       "      <td>0.185795</td>\n",
       "      <td>1.991370</td>\n",
       "      <td>0.406122</td>\n",
       "      <td>0.392914</td>\n",
       "      <td>-0.998441</td>\n",
       "      <td>1.623257</td>\n",
       "      <td>-0.971132</td>\n",
       "      <td>-0.569148</td>\n",
       "      <td>0.585102</td>\n",
       "      <td>1.590404</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>723</th>\n",
       "      <td>0.509096</td>\n",
       "      <td>2.202014</td>\n",
       "      <td>0.625831</td>\n",
       "      <td>-0.356092</td>\n",
       "      <td>0.954085</td>\n",
       "      <td>1.218480</td>\n",
       "      <td>-1.173668</td>\n",
       "      <td>-0.416438</td>\n",
       "      <td>0.012114</td>\n",
       "      <td>0.109572</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>724</th>\n",
       "      <td>0.464056</td>\n",
       "      <td>-1.941859</td>\n",
       "      <td>0.716607</td>\n",
       "      <td>-0.003804</td>\n",
       "      <td>0.842514</td>\n",
       "      <td>0.754959</td>\n",
       "      <td>-1.516181</td>\n",
       "      <td>-0.664651</td>\n",
       "      <td>0.488539</td>\n",
       "      <td>-1.590142</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>725</th>\n",
       "      <td>0.955498</td>\n",
       "      <td>0.388979</td>\n",
       "      <td>0.847662</td>\n",
       "      <td>0.251474</td>\n",
       "      <td>-0.300860</td>\n",
       "      <td>-1.209477</td>\n",
       "      <td>-1.204305</td>\n",
       "      <td>-0.755792</td>\n",
       "      <td>-1.045441</td>\n",
       "      <td>-0.194269</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>726</th>\n",
       "      <td>-0.320227</td>\n",
       "      <td>-2.378996</td>\n",
       "      <td>-0.295199</td>\n",
       "      <td>0.670050</td>\n",
       "      <td>1.782906</td>\n",
       "      <td>-0.247340</td>\n",
       "      <td>0.437550</td>\n",
       "      <td>-1.585846</td>\n",
       "      <td>0.314066</td>\n",
       "      <td>0.985400</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>727</th>\n",
       "      <td>0.148375</td>\n",
       "      <td>-2.077120</td>\n",
       "      <td>0.328198</td>\n",
       "      <td>-0.235274</td>\n",
       "      <td>-1.353755</td>\n",
       "      <td>0.734477</td>\n",
       "      <td>-0.787362</td>\n",
       "      <td>-1.544936</td>\n",
       "      <td>0.479906</td>\n",
       "      <td>2.145825</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>728</th>\n",
       "      <td>-1.274941</td>\n",
       "      <td>0.311110</td>\n",
       "      <td>-1.810131</td>\n",
       "      <td>-1.889649</td>\n",
       "      <td>-0.608227</td>\n",
       "      <td>0.363116</td>\n",
       "      <td>3.680945</td>\n",
       "      <td>1.290644</td>\n",
       "      <td>-0.823800</td>\n",
       "      <td>2.015275</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>729</th>\n",
       "      <td>1.137972</td>\n",
       "      <td>0.756789</td>\n",
       "      <td>1.010618</td>\n",
       "      <td>0.612469</td>\n",
       "      <td>0.469268</td>\n",
       "      <td>-1.535572</td>\n",
       "      <td>-1.437580</td>\n",
       "      <td>-0.244080</td>\n",
       "      <td>-1.241575</td>\n",
       "      <td>-1.016683</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>730</th>\n",
       "      <td>-0.816565</td>\n",
       "      <td>-1.510041</td>\n",
       "      <td>0.072169</td>\n",
       "      <td>-0.220538</td>\n",
       "      <td>-0.656689</td>\n",
       "      <td>-0.260309</td>\n",
       "      <td>-1.403687</td>\n",
       "      <td>0.540288</td>\n",
       "      <td>3.496094</td>\n",
       "      <td>-0.193705</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>731</th>\n",
       "      <td>1.924410</td>\n",
       "      <td>1.060210</td>\n",
       "      <td>1.884777</td>\n",
       "      <td>2.759660</td>\n",
       "      <td>0.476358</td>\n",
       "      <td>0.505470</td>\n",
       "      <td>-2.967793</td>\n",
       "      <td>-0.508964</td>\n",
       "      <td>-1.525438</td>\n",
       "      <td>0.392416</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>732</th>\n",
       "      <td>-0.184817</td>\n",
       "      <td>-1.411057</td>\n",
       "      <td>0.279763</td>\n",
       "      <td>0.803155</td>\n",
       "      <td>0.102859</td>\n",
       "      <td>0.149342</td>\n",
       "      <td>-1.122259</td>\n",
       "      <td>0.733054</td>\n",
       "      <td>1.651990</td>\n",
       "      <td>0.239628</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>733</th>\n",
       "      <td>-0.956300</td>\n",
       "      <td>-1.253506</td>\n",
       "      <td>-0.824531</td>\n",
       "      <td>-0.214955</td>\n",
       "      <td>-0.719990</td>\n",
       "      <td>-0.924063</td>\n",
       "      <td>1.132496</td>\n",
       "      <td>0.702660</td>\n",
       "      <td>1.124220</td>\n",
       "      <td>0.385750</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>734</th>\n",
       "      <td>0.306951</td>\n",
       "      <td>0.385970</td>\n",
       "      <td>0.255974</td>\n",
       "      <td>-1.176645</td>\n",
       "      <td>-1.151998</td>\n",
       "      <td>0.109083</td>\n",
       "      <td>-0.336988</td>\n",
       "      <td>-1.770481</td>\n",
       "      <td>-0.389220</td>\n",
       "      <td>0.928091</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>735</th>\n",
       "      <td>-0.034051</td>\n",
       "      <td>-0.127549</td>\n",
       "      <td>-0.168960</td>\n",
       "      <td>1.511155</td>\n",
       "      <td>-0.189120</td>\n",
       "      <td>0.921650</td>\n",
       "      <td>0.466690</td>\n",
       "      <td>-0.012089</td>\n",
       "      <td>-0.416089</td>\n",
       "      <td>-1.451176</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>736</th>\n",
       "      <td>-0.439820</td>\n",
       "      <td>2.369287</td>\n",
       "      <td>-0.397234</td>\n",
       "      <td>1.395434</td>\n",
       "      <td>2.943048</td>\n",
       "      <td>0.724491</td>\n",
       "      <td>0.575883</td>\n",
       "      <td>0.301407</td>\n",
       "      <td>0.458181</td>\n",
       "      <td>0.241802</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>737</th>\n",
       "      <td>0.192819</td>\n",
       "      <td>-0.892788</td>\n",
       "      <td>0.134882</td>\n",
       "      <td>0.513614</td>\n",
       "      <td>-1.217283</td>\n",
       "      <td>0.159463</td>\n",
       "      <td>-0.132540</td>\n",
       "      <td>-1.968504</td>\n",
       "      <td>-0.329168</td>\n",
       "      <td>0.034714</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>738</th>\n",
       "      <td>0.118183</td>\n",
       "      <td>-0.880012</td>\n",
       "      <td>0.083630</td>\n",
       "      <td>0.269181</td>\n",
       "      <td>1.431152</td>\n",
       "      <td>-0.260036</td>\n",
       "      <td>-0.084163</td>\n",
       "      <td>-1.177761</td>\n",
       "      <td>-0.198623</td>\n",
       "      <td>-0.215787</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>739</th>\n",
       "      <td>0.178454</td>\n",
       "      <td>-1.807041</td>\n",
       "      <td>0.431685</td>\n",
       "      <td>-0.274845</td>\n",
       "      <td>-1.632015</td>\n",
       "      <td>-0.904948</td>\n",
       "      <td>-1.059843</td>\n",
       "      <td>0.114101</td>\n",
       "      <td>0.697934</td>\n",
       "      <td>-0.046261</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>740</th>\n",
       "      <td>1.341684</td>\n",
       "      <td>0.783391</td>\n",
       "      <td>1.238336</td>\n",
       "      <td>-0.251539</td>\n",
       "      <td>-0.464404</td>\n",
       "      <td>0.462061</td>\n",
       "      <td>-1.837871</td>\n",
       "      <td>1.422370</td>\n",
       "      <td>-1.310914</td>\n",
       "      <td>-0.597510</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>741</th>\n",
       "      <td>-2.406416</td>\n",
       "      <td>-0.057837</td>\n",
       "      <td>-2.007573</td>\n",
       "      <td>1.127788</td>\n",
       "      <td>0.106183</td>\n",
       "      <td>-0.637809</td>\n",
       "      <td>2.644364</td>\n",
       "      <td>-0.793460</td>\n",
       "      <td>3.048730</td>\n",
       "      <td>0.113971</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>742</th>\n",
       "      <td>-0.639756</td>\n",
       "      <td>0.532006</td>\n",
       "      <td>-0.831859</td>\n",
       "      <td>0.361661</td>\n",
       "      <td>1.100821</td>\n",
       "      <td>1.061371</td>\n",
       "      <td>1.613575</td>\n",
       "      <td>-0.000314</td>\n",
       "      <td>-0.163586</td>\n",
       "      <td>1.761188</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>743</th>\n",
       "      <td>0.597016</td>\n",
       "      <td>-0.123344</td>\n",
       "      <td>0.253543</td>\n",
       "      <td>0.309047</td>\n",
       "      <td>-0.318748</td>\n",
       "      <td>-1.029812</td>\n",
       "      <td>0.090764</td>\n",
       "      <td>-0.235711</td>\n",
       "      <td>-1.555301</td>\n",
       "      <td>-0.655688</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>744</th>\n",
       "      <td>0.306686</td>\n",
       "      <td>0.603095</td>\n",
       "      <td>0.089953</td>\n",
       "      <td>-0.850535</td>\n",
       "      <td>0.178695</td>\n",
       "      <td>1.229215</td>\n",
       "      <td>0.169681</td>\n",
       "      <td>0.264775</td>\n",
       "      <td>-0.930599</td>\n",
       "      <td>2.485190</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>745</th>\n",
       "      <td>-0.725025</td>\n",
       "      <td>-2.090303</td>\n",
       "      <td>-0.567810</td>\n",
       "      <td>-0.170258</td>\n",
       "      <td>0.730959</td>\n",
       "      <td>-0.650660</td>\n",
       "      <td>0.683565</td>\n",
       "      <td>-0.399878</td>\n",
       "      <td>1.039595</td>\n",
       "      <td>-0.265605</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>746</th>\n",
       "      <td>-1.459928</td>\n",
       "      <td>-0.654534</td>\n",
       "      <td>-1.238737</td>\n",
       "      <td>-2.049515</td>\n",
       "      <td>0.365394</td>\n",
       "      <td>-0.039162</td>\n",
       "      <td>1.667750</td>\n",
       "      <td>1.455434</td>\n",
       "      <td>1.781716</td>\n",
       "      <td>0.373534</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>747</th>\n",
       "      <td>-0.522281</td>\n",
       "      <td>-0.150320</td>\n",
       "      <td>-0.563511</td>\n",
       "      <td>-0.326696</td>\n",
       "      <td>-2.075588</td>\n",
       "      <td>-0.086070</td>\n",
       "      <td>0.964229</td>\n",
       "      <td>-1.172234</td>\n",
       "      <td>0.244143</td>\n",
       "      <td>-1.042578</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>748</th>\n",
       "      <td>2.103616</td>\n",
       "      <td>-0.125454</td>\n",
       "      <td>2.042312</td>\n",
       "      <td>0.327880</td>\n",
       "      <td>0.548884</td>\n",
       "      <td>-0.254956</td>\n",
       "      <td>-3.189244</td>\n",
       "      <td>-2.219300</td>\n",
       "      <td>-1.726240</td>\n",
       "      <td>0.085893</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>749</th>\n",
       "      <td>-1.412452</td>\n",
       "      <td>1.346572</td>\n",
       "      <td>-1.179855</td>\n",
       "      <td>1.443670</td>\n",
       "      <td>1.607915</td>\n",
       "      <td>1.353454</td>\n",
       "      <td>1.556714</td>\n",
       "      <td>0.032185</td>\n",
       "      <td>1.784541</td>\n",
       "      <td>0.291379</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>750</th>\n",
       "      <td>0.266473</td>\n",
       "      <td>0.102485</td>\n",
       "      <td>0.018531</td>\n",
       "      <td>-0.482828</td>\n",
       "      <td>0.350370</td>\n",
       "      <td>-0.844324</td>\n",
       "      <td>0.329545</td>\n",
       "      <td>-2.230468</td>\n",
       "      <td>-1.003398</td>\n",
       "      <td>-1.781158</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>751</th>\n",
       "      <td>-0.607406</td>\n",
       "      <td>0.962503</td>\n",
       "      <td>-0.519216</td>\n",
       "      <td>1.165595</td>\n",
       "      <td>-0.494190</td>\n",
       "      <td>0.283845</td>\n",
       "      <td>0.705590</td>\n",
       "      <td>-0.220932</td>\n",
       "      <td>0.728748</td>\n",
       "      <td>-0.058833</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>752</th>\n",
       "      <td>-0.387535</td>\n",
       "      <td>0.822783</td>\n",
       "      <td>-0.575400</td>\n",
       "      <td>-0.962651</td>\n",
       "      <td>0.480261</td>\n",
       "      <td>-1.055108</td>\n",
       "      <td>1.195797</td>\n",
       "      <td>1.105833</td>\n",
       "      <td>-0.332699</td>\n",
       "      <td>0.692769</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>753</th>\n",
       "      <td>-0.508362</td>\n",
       "      <td>0.633661</td>\n",
       "      <td>-0.909452</td>\n",
       "      <td>-0.698200</td>\n",
       "      <td>-0.388347</td>\n",
       "      <td>-0.305619</td>\n",
       "      <td>2.040959</td>\n",
       "      <td>-1.911641</td>\n",
       "      <td>-0.941722</td>\n",
       "      <td>1.678675</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>754</th>\n",
       "      <td>-0.456003</td>\n",
       "      <td>-0.370583</td>\n",
       "      <td>-0.127948</td>\n",
       "      <td>-1.348047</td>\n",
       "      <td>-0.457848</td>\n",
       "      <td>-0.159362</td>\n",
       "      <td>-0.270013</td>\n",
       "      <td>0.521280</td>\n",
       "      <td>1.402636</td>\n",
       "      <td>-0.714681</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>755</th>\n",
       "      <td>-0.003195</td>\n",
       "      <td>-2.223574</td>\n",
       "      <td>0.343496</td>\n",
       "      <td>-0.518069</td>\n",
       "      <td>-1.381592</td>\n",
       "      <td>-1.798215</td>\n",
       "      <td>-1.053723</td>\n",
       "      <td>-0.631437</td>\n",
       "      <td>1.135061</td>\n",
       "      <td>-0.300980</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>756</th>\n",
       "      <td>-0.255674</td>\n",
       "      <td>-0.928926</td>\n",
       "      <td>-0.240937</td>\n",
       "      <td>-0.504129</td>\n",
       "      <td>0.085513</td>\n",
       "      <td>-1.715708</td>\n",
       "      <td>0.365369</td>\n",
       "      <td>1.889279</td>\n",
       "      <td>0.233612</td>\n",
       "      <td>-0.072858</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>757</th>\n",
       "      <td>0.187266</td>\n",
       "      <td>0.043829</td>\n",
       "      <td>0.609453</td>\n",
       "      <td>0.955803</td>\n",
       "      <td>1.089905</td>\n",
       "      <td>-0.571184</td>\n",
       "      <td>-1.590007</td>\n",
       "      <td>-0.045929</td>\n",
       "      <td>1.243574</td>\n",
       "      <td>-0.484258</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>758</th>\n",
       "      <td>-1.028485</td>\n",
       "      <td>-1.000629</td>\n",
       "      <td>-0.874720</td>\n",
       "      <td>-0.855095</td>\n",
       "      <td>0.360226</td>\n",
       "      <td>0.541321</td>\n",
       "      <td>1.181181</td>\n",
       "      <td>-0.885971</td>\n",
       "      <td>1.248447</td>\n",
       "      <td>-1.206022</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>759</th>\n",
       "      <td>-0.185858</td>\n",
       "      <td>-0.185924</td>\n",
       "      <td>0.247330</td>\n",
       "      <td>-1.599395</td>\n",
       "      <td>-0.057908</td>\n",
       "      <td>-0.735117</td>\n",
       "      <td>-1.024712</td>\n",
       "      <td>-1.234512</td>\n",
       "      <td>1.550179</td>\n",
       "      <td>2.277086</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>760</th>\n",
       "      <td>-1.218352</td>\n",
       "      <td>0.732829</td>\n",
       "      <td>-1.623492</td>\n",
       "      <td>-1.274232</td>\n",
       "      <td>-1.795643</td>\n",
       "      <td>-0.330090</td>\n",
       "      <td>3.192920</td>\n",
       "      <td>0.487775</td>\n",
       "      <td>-0.439935</td>\n",
       "      <td>1.048483</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>761</th>\n",
       "      <td>-0.188694</td>\n",
       "      <td>-1.572989</td>\n",
       "      <td>-0.171967</td>\n",
       "      <td>-1.052547</td>\n",
       "      <td>1.446944</td>\n",
       "      <td>-0.660834</td>\n",
       "      <td>0.251784</td>\n",
       "      <td>0.254731</td>\n",
       "      <td>0.191527</td>\n",
       "      <td>0.994299</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>762</th>\n",
       "      <td>-0.040533</td>\n",
       "      <td>0.267844</td>\n",
       "      <td>-0.749542</td>\n",
       "      <td>-0.823535</td>\n",
       "      <td>-0.496532</td>\n",
       "      <td>-1.153492</td>\n",
       "      <td>2.230491</td>\n",
       "      <td>1.325276</td>\n",
       "      <td>-2.287148</td>\n",
       "      <td>-0.518253</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>0.882535</td>\n",
       "      <td>0.690473</td>\n",
       "      <td>0.759239</td>\n",
       "      <td>0.265617</td>\n",
       "      <td>-0.214068</td>\n",
       "      <td>0.379405</td>\n",
       "      <td>-1.039974</td>\n",
       "      <td>-0.069532</td>\n",
       "      <td>-1.043029</td>\n",
       "      <td>0.657763</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>764</th>\n",
       "      <td>-0.364052</td>\n",
       "      <td>0.972057</td>\n",
       "      <td>-0.049438</td>\n",
       "      <td>-0.013305</td>\n",
       "      <td>0.750873</td>\n",
       "      <td>0.654431</td>\n",
       "      <td>-0.376550</td>\n",
       "      <td>-1.558787</td>\n",
       "      <td>1.292019</td>\n",
       "      <td>-0.599822</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>765</th>\n",
       "      <td>-0.010097</td>\n",
       "      <td>0.983852</td>\n",
       "      <td>0.480457</td>\n",
       "      <td>0.125887</td>\n",
       "      <td>-0.063274</td>\n",
       "      <td>-0.659749</td>\n",
       "      <td>-1.482028</td>\n",
       "      <td>-1.304589</td>\n",
       "      <td>1.610116</td>\n",
       "      <td>-0.476551</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>766</th>\n",
       "      <td>-0.702743</td>\n",
       "      <td>0.729773</td>\n",
       "      <td>-0.588928</td>\n",
       "      <td>-0.931002</td>\n",
       "      <td>0.314445</td>\n",
       "      <td>-0.358958</td>\n",
       "      <td>0.780351</td>\n",
       "      <td>0.686858</td>\n",
       "      <td>0.881630</td>\n",
       "      <td>0.043031</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>767</th>\n",
       "      <td>1.416809</td>\n",
       "      <td>-0.215668</td>\n",
       "      <td>1.351993</td>\n",
       "      <td>-0.872961</td>\n",
       "      <td>0.231446</td>\n",
       "      <td>0.646490</td>\n",
       "      <td>-2.076136</td>\n",
       "      <td>0.721135</td>\n",
       "      <td>-1.239513</td>\n",
       "      <td>0.881408</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>768</th>\n",
       "      <td>0.212184</td>\n",
       "      <td>0.280045</td>\n",
       "      <td>0.174502</td>\n",
       "      <td>-2.674567</td>\n",
       "      <td>-0.516614</td>\n",
       "      <td>-1.023253</td>\n",
       "      <td>-0.225485</td>\n",
       "      <td>-0.177492</td>\n",
       "      <td>-0.277035</td>\n",
       "      <td>-1.750976</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>769</th>\n",
       "      <td>0.826850</td>\n",
       "      <td>-0.228006</td>\n",
       "      <td>0.646251</td>\n",
       "      <td>-1.406977</td>\n",
       "      <td>0.703140</td>\n",
       "      <td>2.498430</td>\n",
       "      <td>-0.775583</td>\n",
       "      <td>1.320996</td>\n",
       "      <td>-1.189860</td>\n",
       "      <td>0.402268</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>770</th>\n",
       "      <td>0.895911</td>\n",
       "      <td>0.386383</td>\n",
       "      <td>0.719861</td>\n",
       "      <td>0.837764</td>\n",
       "      <td>-1.544937</td>\n",
       "      <td>-0.539305</td>\n",
       "      <td>-0.900324</td>\n",
       "      <td>-2.914256</td>\n",
       "      <td>-1.225096</td>\n",
       "      <td>-0.679231</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>771</th>\n",
       "      <td>0.285763</td>\n",
       "      <td>-0.501784</td>\n",
       "      <td>0.119738</td>\n",
       "      <td>-1.372466</td>\n",
       "      <td>0.045223</td>\n",
       "      <td>0.051198</td>\n",
       "      <td>0.048393</td>\n",
       "      <td>-0.061004</td>\n",
       "      <td>-0.749743</td>\n",
       "      <td>0.322975</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>772</th>\n",
       "      <td>1.280911</td>\n",
       "      <td>1.235782</td>\n",
       "      <td>1.223153</td>\n",
       "      <td>-1.071054</td>\n",
       "      <td>0.436739</td>\n",
       "      <td>0.404295</td>\n",
       "      <td>-1.879567</td>\n",
       "      <td>1.192508</td>\n",
       "      <td>-1.117870</td>\n",
       "      <td>0.680216</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>773</th>\n",
       "      <td>0.650574</td>\n",
       "      <td>-0.453248</td>\n",
       "      <td>0.509639</td>\n",
       "      <td>1.452468</td>\n",
       "      <td>-0.508140</td>\n",
       "      <td>-0.147780</td>\n",
       "      <td>-0.613785</td>\n",
       "      <td>0.300474</td>\n",
       "      <td>-0.932399</td>\n",
       "      <td>0.326745</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>774</th>\n",
       "      <td>-0.133616</td>\n",
       "      <td>0.416802</td>\n",
       "      <td>0.324676</td>\n",
       "      <td>1.167121</td>\n",
       "      <td>-0.061098</td>\n",
       "      <td>-0.748800</td>\n",
       "      <td>-1.185235</td>\n",
       "      <td>1.278575</td>\n",
       "      <td>1.594303</td>\n",
       "      <td>-0.023051</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>775</th>\n",
       "      <td>1.089938</td>\n",
       "      <td>-1.909356</td>\n",
       "      <td>0.978378</td>\n",
       "      <td>1.318302</td>\n",
       "      <td>-0.139397</td>\n",
       "      <td>0.739653</td>\n",
       "      <td>-1.408719</td>\n",
       "      <td>-0.411493</td>\n",
       "      <td>-1.155128</td>\n",
       "      <td>0.072681</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>776</th>\n",
       "      <td>-0.168833</td>\n",
       "      <td>0.863528</td>\n",
       "      <td>0.124085</td>\n",
       "      <td>0.171469</td>\n",
       "      <td>-0.998307</td>\n",
       "      <td>0.518793</td>\n",
       "      <td>-0.623630</td>\n",
       "      <td>-1.217404</td>\n",
       "      <td>1.079524</td>\n",
       "      <td>1.152648</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>777</th>\n",
       "      <td>0.538691</td>\n",
       "      <td>-0.877484</td>\n",
       "      <td>0.453312</td>\n",
       "      <td>-1.407087</td>\n",
       "      <td>2.710794</td>\n",
       "      <td>-0.063745</td>\n",
       "      <td>-0.603883</td>\n",
       "      <td>-0.127407</td>\n",
       "      <td>-0.669718</td>\n",
       "      <td>-0.220018</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>778</th>\n",
       "      <td>-0.228870</td>\n",
       "      <td>1.028769</td>\n",
       "      <td>0.299776</td>\n",
       "      <td>0.501685</td>\n",
       "      <td>-0.766864</td>\n",
       "      <td>0.068072</td>\n",
       "      <td>-1.247217</td>\n",
       "      <td>0.078118</td>\n",
       "      <td>1.893267</td>\n",
       "      <td>0.248325</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>779</th>\n",
       "      <td>-0.260351</td>\n",
       "      <td>0.644124</td>\n",
       "      <td>0.181240</td>\n",
       "      <td>0.081989</td>\n",
       "      <td>1.252284</td>\n",
       "      <td>0.161300</td>\n",
       "      <td>-0.930808</td>\n",
       "      <td>-0.860729</td>\n",
       "      <td>1.631669</td>\n",
       "      <td>-1.752377</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>780</th>\n",
       "      <td>1.424052</td>\n",
       "      <td>-1.907808</td>\n",
       "      <td>1.340513</td>\n",
       "      <td>-0.860385</td>\n",
       "      <td>0.334176</td>\n",
       "      <td>-0.155259</td>\n",
       "      <td>-2.030579</td>\n",
       "      <td>1.887688</td>\n",
       "      <td>-1.305939</td>\n",
       "      <td>-0.413606</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>781</th>\n",
       "      <td>-1.233480</td>\n",
       "      <td>-0.193610</td>\n",
       "      <td>-1.032498</td>\n",
       "      <td>0.744586</td>\n",
       "      <td>0.191124</td>\n",
       "      <td>-1.149707</td>\n",
       "      <td>1.366006</td>\n",
       "      <td>-0.270268</td>\n",
       "      <td>1.551421</td>\n",
       "      <td>0.641947</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>782</th>\n",
       "      <td>-0.496826</td>\n",
       "      <td>-0.017895</td>\n",
       "      <td>0.006977</td>\n",
       "      <td>-0.976400</td>\n",
       "      <td>-0.383875</td>\n",
       "      <td>0.202280</td>\n",
       "      <td>-0.741253</td>\n",
       "      <td>-1.233101</td>\n",
       "      <td>2.006474</td>\n",
       "      <td>-0.045254</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>783</th>\n",
       "      <td>-0.616395</td>\n",
       "      <td>-0.451303</td>\n",
       "      <td>-0.547274</td>\n",
       "      <td>-1.017911</td>\n",
       "      <td>0.851591</td>\n",
       "      <td>-0.909680</td>\n",
       "      <td>0.778258</td>\n",
       "      <td>-1.287605</td>\n",
       "      <td>0.672965</td>\n",
       "      <td>-0.822166</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>784</th>\n",
       "      <td>0.142573</td>\n",
       "      <td>3.098299</td>\n",
       "      <td>0.468318</td>\n",
       "      <td>-0.258175</td>\n",
       "      <td>-0.284837</td>\n",
       "      <td>-0.106194</td>\n",
       "      <td>-1.223721</td>\n",
       "      <td>-0.649365</td>\n",
       "      <td>0.960889</td>\n",
       "      <td>0.510124</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>785</th>\n",
       "      <td>-0.979575</td>\n",
       "      <td>1.180128</td>\n",
       "      <td>-0.949207</td>\n",
       "      <td>1.144293</td>\n",
       "      <td>0.496400</td>\n",
       "      <td>2.075065</td>\n",
       "      <td>1.479549</td>\n",
       "      <td>0.763860</td>\n",
       "      <td>0.809797</td>\n",
       "      <td>-1.387869</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>786</th>\n",
       "      <td>-0.432439</td>\n",
       "      <td>-0.685675</td>\n",
       "      <td>-0.359852</td>\n",
       "      <td>0.820298</td>\n",
       "      <td>1.540441</td>\n",
       "      <td>1.255350</td>\n",
       "      <td>0.472407</td>\n",
       "      <td>0.695932</td>\n",
       "      <td>0.550851</td>\n",
       "      <td>-0.950953</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>787</th>\n",
       "      <td>0.130444</td>\n",
       "      <td>-0.600386</td>\n",
       "      <td>0.396685</td>\n",
       "      <td>0.139654</td>\n",
       "      <td>-0.157838</td>\n",
       "      <td>0.308292</td>\n",
       "      <td>-1.022519</td>\n",
       "      <td>0.968770</td>\n",
       "      <td>0.775271</td>\n",
       "      <td>0.073337</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>788</th>\n",
       "      <td>-0.796719</td>\n",
       "      <td>2.048708</td>\n",
       "      <td>-0.666518</td>\n",
       "      <td>-1.625492</td>\n",
       "      <td>1.290461</td>\n",
       "      <td>0.055199</td>\n",
       "      <td>0.881144</td>\n",
       "      <td>0.032639</td>\n",
       "      <td>1.003338</td>\n",
       "      <td>-0.556779</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>789</th>\n",
       "      <td>-0.889515</td>\n",
       "      <td>-2.403669</td>\n",
       "      <td>-0.238559</td>\n",
       "      <td>1.392456</td>\n",
       "      <td>-0.817408</td>\n",
       "      <td>0.321291</td>\n",
       "      <td>-0.560383</td>\n",
       "      <td>-1.500477</td>\n",
       "      <td>2.772119</td>\n",
       "      <td>0.672293</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>790</th>\n",
       "      <td>-0.439935</td>\n",
       "      <td>-0.989958</td>\n",
       "      <td>-1.121103</td>\n",
       "      <td>-0.035008</td>\n",
       "      <td>-0.496932</td>\n",
       "      <td>-0.182569</td>\n",
       "      <td>2.786534</td>\n",
       "      <td>-1.114046</td>\n",
       "      <td>-1.906462</td>\n",
       "      <td>-0.811001</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>791</th>\n",
       "      <td>-0.036381</td>\n",
       "      <td>0.242882</td>\n",
       "      <td>-0.341577</td>\n",
       "      <td>-2.082099</td>\n",
       "      <td>3.152057</td>\n",
       "      <td>-1.123494</td>\n",
       "      <td>0.990513</td>\n",
       "      <td>-0.548200</td>\n",
       "      <td>-0.970777</td>\n",
       "      <td>0.553149</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>792</th>\n",
       "      <td>0.649619</td>\n",
       "      <td>0.441307</td>\n",
       "      <td>0.551392</td>\n",
       "      <td>-0.733156</td>\n",
       "      <td>-0.172802</td>\n",
       "      <td>0.771920</td>\n",
       "      <td>-0.742692</td>\n",
       "      <td>-1.857901</td>\n",
       "      <td>-0.792163</td>\n",
       "      <td>0.228996</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>793</th>\n",
       "      <td>-0.033718</td>\n",
       "      <td>-0.158538</td>\n",
       "      <td>0.400603</td>\n",
       "      <td>-0.918019</td>\n",
       "      <td>0.724592</td>\n",
       "      <td>0.448485</td>\n",
       "      <td>-1.272368</td>\n",
       "      <td>-1.564622</td>\n",
       "      <td>1.443518</td>\n",
       "      <td>0.092377</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>794</th>\n",
       "      <td>0.363370</td>\n",
       "      <td>-1.320878</td>\n",
       "      <td>0.642160</td>\n",
       "      <td>0.771402</td>\n",
       "      <td>1.244565</td>\n",
       "      <td>2.231499</td>\n",
       "      <td>-1.434709</td>\n",
       "      <td>-1.544434</td>\n",
       "      <td>0.647306</td>\n",
       "      <td>0.001110</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>795</th>\n",
       "      <td>0.582967</td>\n",
       "      <td>-0.925425</td>\n",
       "      <td>0.422577</td>\n",
       "      <td>0.255384</td>\n",
       "      <td>-1.013896</td>\n",
       "      <td>0.085687</td>\n",
       "      <td>-0.445852</td>\n",
       "      <td>-0.408101</td>\n",
       "      <td>-0.946922</td>\n",
       "      <td>-0.895346</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>796</th>\n",
       "      <td>-0.538786</td>\n",
       "      <td>1.534482</td>\n",
       "      <td>-0.635001</td>\n",
       "      <td>1.122374</td>\n",
       "      <td>1.096547</td>\n",
       "      <td>-2.191254</td>\n",
       "      <td>1.158654</td>\n",
       "      <td>0.543391</td>\n",
       "      <td>0.076465</td>\n",
       "      <td>-0.459765</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>797</th>\n",
       "      <td>0.040915</td>\n",
       "      <td>0.427963</td>\n",
       "      <td>-0.002353</td>\n",
       "      <td>1.723075</td>\n",
       "      <td>-0.160560</td>\n",
       "      <td>-0.555286</td>\n",
       "      <td>0.066475</td>\n",
       "      <td>-1.922772</td>\n",
       "      <td>-0.171048</td>\n",
       "      <td>1.639257</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>798</th>\n",
       "      <td>0.339379</td>\n",
       "      <td>-0.640154</td>\n",
       "      <td>0.252540</td>\n",
       "      <td>1.483744</td>\n",
       "      <td>-1.085748</td>\n",
       "      <td>0.029796</td>\n",
       "      <td>-0.279510</td>\n",
       "      <td>-1.399228</td>\n",
       "      <td>-0.529912</td>\n",
       "      <td>-0.734811</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>799</th>\n",
       "      <td>1.848152</td>\n",
       "      <td>-0.313058</td>\n",
       "      <td>1.780696</td>\n",
       "      <td>-0.000709</td>\n",
       "      <td>1.484116</td>\n",
       "      <td>0.355613</td>\n",
       "      <td>-2.760416</td>\n",
       "      <td>0.604515</td>\n",
       "      <td>-1.561028</td>\n",
       "      <td>-1.250408</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Generate synthetic data\n",
    "X, Y = make_classification(n_samples=1000, n_features=10, random_state=42)\n",
    "\n",
    "print(X.shape)\n",
    "print(Y.shape)\n",
    "\n",
    "# Split into train and test\n",
    "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.2, random_state=42)\n",
    "\n",
    "# Convert the training datasets to DataFrame \n",
    "df_train = pd.DataFrame(X_train)\n",
    "df_train['target'] = Y_train  \n",
    "# Convert DataFrame to an interactive HTML table with scrollable output\n",
    "html = df_train.to_html(max_rows=20, max_cols=10)\n",
    "display(HTML('<style> .dataframe {max-height: 300px; overflow-y: scroll; display: block; } </style>'))\n",
    "display(HTML(df_train.to_html()))\n",
    "# display(df_train) # simpler option if the above doesn't work"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddf8d20d-eb15-4670-b6d0-6168195e490d",
   "metadata": {},
   "source": [
    "**Scale features**\n",
    "\n",
    "Feature scaling ensures that all features have the same scale (range of values), which is crucial for many machine learning algorithms that rely on distance measurements (e.g., kNN, SVM, K-means clustering).\n",
    "\n",
    "The StandardScaler() transforms features to have:\n",
    "- Mean = 0\n",
    "- Standard deviation = 1 (unit variance)\n",
    "\n",
    "It uses the formula $\\displaystyle X_{scaled} = \\frac{X-\\mu}{\\sigma}$, where\n",
    "- $X$ is the original feature,\n",
    "- $\\mu$ is the mean of the feature, and\n",
    "- $\\sigma$ is the standard deviation of the feature.\n",
    "\n",
    "This transformation is called Z-score normalization (or standardization)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d0b29ad3-3862-4ead-80c9-f79c9f1458ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "scaler = StandardScaler()\n",
    "# Computes the mean and std for each feature, before applying to a Z-score normalization to training data\n",
    "X_train_scaled = scaler.fit_transform(X_train)\n",
    "# Applies Z-score norm to the test data using the mean and std values computed above\n",
    "X_test_scaled  = scaler.transform(X_test) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53ce7fad-5aeb-405f-9de1-cb11e8c25d35",
   "metadata": {},
   "source": [
    "**Create and train the kNN classifier**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e5f4011d-4796-4919-9d0c-a665963476c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-1 {\n",
       "  /* Definition of color scheme common for light and dark mode */\n",
       "  --sklearn-color-text: #000;\n",
       "  --sklearn-color-text-muted: #666;\n",
       "  --sklearn-color-line: gray;\n",
       "  /* Definition of color scheme for unfitted estimators */\n",
       "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
       "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
       "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
       "  --sklearn-color-unfitted-level-3: chocolate;\n",
       "  /* Definition of color scheme for fitted estimators */\n",
       "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
       "  --sklearn-color-fitted-level-1: #d4ebff;\n",
       "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
       "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
       "\n",
       "  /* Specific color for light theme */\n",
       "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
       "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-icon: #696969;\n",
       "\n",
       "  @media (prefers-color-scheme: dark) {\n",
       "    /* Redefinition of color scheme for dark theme */\n",
       "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
       "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-icon: #878787;\n",
       "  }\n",
       "}\n",
       "\n",
       "#sk-container-id-1 {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 pre {\n",
       "  padding: 0;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-hidden--visually {\n",
       "  border: 0;\n",
       "  clip: rect(1px 1px 1px 1px);\n",
       "  clip: rect(1px, 1px, 1px, 1px);\n",
       "  height: 1px;\n",
       "  margin: -1px;\n",
       "  overflow: hidden;\n",
       "  padding: 0;\n",
       "  position: absolute;\n",
       "  width: 1px;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-dashed-wrapped {\n",
       "  border: 1px dashed var(--sklearn-color-line);\n",
       "  margin: 0 0.4em 0.5em 0.4em;\n",
       "  box-sizing: border-box;\n",
       "  padding-bottom: 0.4em;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-container {\n",
       "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
       "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
       "     so we also need the `!important` here to be able to override the\n",
       "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
       "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
       "  display: inline-block !important;\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-text-repr-fallback {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       "div.sk-parallel-item,\n",
       "div.sk-serial,\n",
       "div.sk-item {\n",
       "  /* draw centered vertical line to link estimators */\n",
       "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
       "  background-size: 2px 100%;\n",
       "  background-repeat: no-repeat;\n",
       "  background-position: center center;\n",
       "}\n",
       "\n",
       "/* Parallel-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item::after {\n",
       "  content: \"\";\n",
       "  width: 100%;\n",
       "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
       "  flex-grow: 1;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel {\n",
       "  display: flex;\n",
       "  align-items: stretch;\n",
       "  justify-content: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:first-child::after {\n",
       "  align-self: flex-end;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:last-child::after {\n",
       "  align-self: flex-start;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:only-child::after {\n",
       "  width: 0;\n",
       "}\n",
       "\n",
       "/* Serial-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-serial {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "  align-items: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  padding-right: 1em;\n",
       "  padding-left: 1em;\n",
       "}\n",
       "\n",
       "\n",
       "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
       "clickable and can be expanded/collapsed.\n",
       "- Pipeline and ColumnTransformer use this feature and define the default style\n",
       "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
       "*/\n",
       "\n",
       "/* Pipeline and ColumnTransformer style (default) */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable {\n",
       "  /* Default theme specific background. It is overwritten whether we have a\n",
       "  specific estimator or a Pipeline/ColumnTransformer */\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "/* Toggleable label */\n",
       "#sk-container-id-1 label.sk-toggleable__label {\n",
       "  cursor: pointer;\n",
       "  display: flex;\n",
       "  width: 100%;\n",
       "  margin-bottom: 0;\n",
       "  padding: 0.5em;\n",
       "  box-sizing: border-box;\n",
       "  text-align: center;\n",
       "  align-items: start;\n",
       "  justify-content: space-between;\n",
       "  gap: 0.5em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label .caption {\n",
       "  font-size: 0.6rem;\n",
       "  font-weight: lighter;\n",
       "  color: var(--sklearn-color-text-muted);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:before {\n",
       "  /* Arrow on the left of the label */\n",
       "  content: \"▸\";\n",
       "  float: left;\n",
       "  margin-right: 0.25em;\n",
       "  color: var(--sklearn-color-icon);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "/* Toggleable content - dropdown */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content {\n",
       "  max-height: 0;\n",
       "  max-width: 0;\n",
       "  overflow: hidden;\n",
       "  text-align: left;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content pre {\n",
       "  margin: 0.2em;\n",
       "  border-radius: 0.25em;\n",
       "  color: var(--sklearn-color-text);\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted pre {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
       "  /* Expand drop-down */\n",
       "  max-height: 200px;\n",
       "  max-width: 100%;\n",
       "  overflow: auto;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
       "  content: \"▾\";\n",
       "}\n",
       "\n",
       "/* Pipeline/ColumnTransformer-specific style */\n",
       "\n",
       "#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator-specific style */\n",
       "\n",
       "/* Colorize estimator box */\n",
       "#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label label.sk-toggleable__label,\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  /* The background is the default theme color */\n",
       "  color: var(--sklearn-color-text-on-default-background);\n",
       "}\n",
       "\n",
       "/* On hover, darken the color of the background */\n",
       "#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "/* Label box, darken color on hover, fitted */\n",
       "#sk-container-id-1 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator label */\n",
       "\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  font-family: monospace;\n",
       "  font-weight: bold;\n",
       "  display: inline-block;\n",
       "  line-height: 1.2em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label-container {\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "/* Estimator-specific */\n",
       "#sk-container-id-1 div.sk-estimator {\n",
       "  font-family: monospace;\n",
       "  border: 1px dotted var(--sklearn-color-border-box);\n",
       "  border-radius: 0.25em;\n",
       "  box-sizing: border-box;\n",
       "  margin-bottom: 0.5em;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "/* on hover */\n",
       "#sk-container-id-1 div.sk-estimator:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
       "\n",
       "/* Common style for \"i\" and \"?\" */\n",
       "\n",
       ".sk-estimator-doc-link,\n",
       "a:link.sk-estimator-doc-link,\n",
       "a:visited.sk-estimator-doc-link {\n",
       "  float: right;\n",
       "  font-size: smaller;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1em;\n",
       "  height: 1em;\n",
       "  width: 1em;\n",
       "  text-decoration: none !important;\n",
       "  margin-left: 0.5em;\n",
       "  text-align: center;\n",
       "  /* unfitted */\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted,\n",
       "a:link.sk-estimator-doc-link.fitted,\n",
       "a:visited.sk-estimator-doc-link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "/* Span, style for the box shown on hovering the info icon */\n",
       ".sk-estimator-doc-link span {\n",
       "  display: none;\n",
       "  z-index: 9999;\n",
       "  position: relative;\n",
       "  font-weight: normal;\n",
       "  right: .2ex;\n",
       "  padding: .5ex;\n",
       "  margin: .5ex;\n",
       "  width: min-content;\n",
       "  min-width: 20ex;\n",
       "  max-width: 50ex;\n",
       "  color: var(--sklearn-color-text);\n",
       "  box-shadow: 2pt 2pt 4pt #999;\n",
       "  /* unfitted */\n",
       "  background: var(--sklearn-color-unfitted-level-0);\n",
       "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted span {\n",
       "  /* fitted */\n",
       "  background: var(--sklearn-color-fitted-level-0);\n",
       "  border: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link:hover span {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link {\n",
       "  float: right;\n",
       "  font-size: 1rem;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1rem;\n",
       "  height: 1rem;\n",
       "  width: 1rem;\n",
       "  text-decoration: none;\n",
       "  /* unfitted */\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "#sk-container-id-1 a.estimator_doc_link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>KNeighborsClassifier(n_neighbors=3)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow\"><div><div>KNeighborsClassifier</div></div><div><a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.6/modules/generated/sklearn.neighbors.KNeighborsClassifier.html\">?<span>Documentation for KNeighborsClassifier</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></div></label><div class=\"sk-toggleable__content fitted\"><pre>KNeighborsClassifier(n_neighbors=3)</pre></div> </div></div></div></div>"
      ],
      "text/plain": [
       "KNeighborsClassifier(n_neighbors=3)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "knn = KNeighborsClassifier(n_neighbors=3)\n",
    "knn.fit(X_train_scaled, Y_train)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d576c16-f1dc-44ee-925e-895dc6a4af18",
   "metadata": {},
   "source": [
    "**Build predictions for the test set and evaluate the accuracy**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "69c07e0b-7e0e-4e2d-b25e-c71b05fe7805",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Accuracy: 79.0000%\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<style> .dataframe {max-height: 300px; overflow-y: scroll; display: block; } </style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<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",
       "      <th>true target</th>\n",
       "      <th>pred target</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.740306</td>\n",
       "      <td>0.425490</td>\n",
       "      <td>0.603912</td>\n",
       "      <td>1.197247</td>\n",
       "      <td>1.159074</td>\n",
       "      <td>-0.336255</td>\n",
       "      <td>-0.771684</td>\n",
       "      <td>-0.709441</td>\n",
       "      <td>-0.982650</td>\n",
       "      <td>-1.371674</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>-1.495778</td>\n",
       "      <td>0.381353</td>\n",
       "      <td>-1.276334</td>\n",
       "      <td>1.365526</td>\n",
       "      <td>1.388665</td>\n",
       "      <td>0.142378</td>\n",
       "      <td>1.730630</td>\n",
       "      <td>0.574042</td>\n",
       "      <td>1.802012</td>\n",
       "      <td>-0.630143</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>-0.144079</td>\n",
       "      <td>-0.009289</td>\n",
       "      <td>0.023662</td>\n",
       "      <td>0.306981</td>\n",
       "      <td>-0.175378</td>\n",
       "      <td>0.491506</td>\n",
       "      <td>-0.281049</td>\n",
       "      <td>-0.342879</td>\n",
       "      <td>0.652572</td>\n",
       "      <td>1.813408</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>-0.287854</td>\n",
       "      <td>0.627606</td>\n",
       "      <td>-0.443368</td>\n",
       "      <td>-0.279507</td>\n",
       "      <td>1.320414</td>\n",
       "      <td>-0.874436</td>\n",
       "      <td>0.936993</td>\n",
       "      <td>-0.183854</td>\n",
       "      <td>-0.299303</td>\n",
       "      <td>-0.158305</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>-0.209246</td>\n",
       "      <td>-0.177596</td>\n",
       "      <td>0.384766</td>\n",
       "      <td>0.655892</td>\n",
       "      <td>0.925975</td>\n",
       "      <td>-0.091076</td>\n",
       "      <td>-1.478354</td>\n",
       "      <td>-0.020099</td>\n",
       "      <td>2.092603</td>\n",
       "      <td>0.963907</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>-1.268350</td>\n",
       "      <td>0.703492</td>\n",
       "      <td>-1.080516</td>\n",
       "      <td>-0.077821</td>\n",
       "      <td>0.217718</td>\n",
       "      <td>-0.824650</td>\n",
       "      <td>1.462131</td>\n",
       "      <td>-0.361724</td>\n",
       "      <td>1.533758</td>\n",
       "      <td>-0.275951</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0.308346</td>\n",
       "      <td>1.084198</td>\n",
       "      <td>0.747883</td>\n",
       "      <td>0.210303</td>\n",
       "      <td>0.223281</td>\n",
       "      <td>-1.198392</td>\n",
       "      <td>-1.837338</td>\n",
       "      <td>-0.009182</td>\n",
       "      <td>1.212428</td>\n",
       "      <td>0.198394</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>-0.491701</td>\n",
       "      <td>0.906544</td>\n",
       "      <td>0.169073</td>\n",
       "      <td>0.072252</td>\n",
       "      <td>0.357661</td>\n",
       "      <td>0.064506</td>\n",
       "      <td>-1.228893</td>\n",
       "      <td>-1.438411</td>\n",
       "      <td>2.515626</td>\n",
       "      <td>2.057811</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0.725886</td>\n",
       "      <td>-1.207022</td>\n",
       "      <td>0.572361</td>\n",
       "      <td>-1.075312</td>\n",
       "      <td>1.276965</td>\n",
       "      <td>0.338023</td>\n",
       "      <td>-0.696216</td>\n",
       "      <td>-0.945507</td>\n",
       "      <td>-1.028164</td>\n",
       "      <td>1.676393</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>-0.069296</td>\n",
       "      <td>0.113394</td>\n",
       "      <td>0.085278</td>\n",
       "      <td>0.458994</td>\n",
       "      <td>0.409439</td>\n",
       "      <td>-0.276672</td>\n",
       "      <td>-0.360869</td>\n",
       "      <td>-0.103587</td>\n",
       "      <td>0.555308</td>\n",
       "      <td>-0.188202</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>-0.045444</td>\n",
       "      <td>-1.268137</td>\n",
       "      <td>0.281594</td>\n",
       "      <td>-0.168259</td>\n",
       "      <td>1.255146</td>\n",
       "      <td>-0.497673</td>\n",
       "      <td>-0.925886</td>\n",
       "      <td>-1.746467</td>\n",
       "      <td>1.101498</td>\n",
       "      <td>0.068372</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>-0.152148</td>\n",
       "      <td>-0.823935</td>\n",
       "      <td>-0.206239</td>\n",
       "      <td>-0.719109</td>\n",
       "      <td>0.336145</td>\n",
       "      <td>-0.227476</td>\n",
       "      <td>0.409413</td>\n",
       "      <td>0.000683</td>\n",
       "      <td>-0.066366</td>\n",
       "      <td>2.049812</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0.029895</td>\n",
       "      <td>-0.294456</td>\n",
       "      <td>0.033045</td>\n",
       "      <td>1.452756</td>\n",
       "      <td>-0.939463</td>\n",
       "      <td>1.119245</td>\n",
       "      <td>-0.057604</td>\n",
       "      <td>-0.081046</td>\n",
       "      <td>-0.011394</td>\n",
       "      <td>1.528748</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>-0.501734</td>\n",
       "      <td>0.731898</td>\n",
       "      <td>-0.446208</td>\n",
       "      <td>1.254519</td>\n",
       "      <td>-1.372079</td>\n",
       "      <td>1.179942</td>\n",
       "      <td>0.635738</td>\n",
       "      <td>2.059845</td>\n",
       "      <td>0.545373</td>\n",
       "      <td>0.800702</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0.530510</td>\n",
       "      <td>-0.970124</td>\n",
       "      <td>0.522076</td>\n",
       "      <td>-0.397558</td>\n",
       "      <td>1.036088</td>\n",
       "      <td>-1.422975</td>\n",
       "      <td>-0.825755</td>\n",
       "      <td>0.379768</td>\n",
       "      <td>-0.412382</td>\n",
       "      <td>1.237654</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>-0.644682</td>\n",
       "      <td>0.434941</td>\n",
       "      <td>0.030815</td>\n",
       "      <td>-0.393987</td>\n",
       "      <td>-0.797114</td>\n",
       "      <td>0.040925</td>\n",
       "      <td>-1.028312</td>\n",
       "      <td>0.306389</td>\n",
       "      <td>2.674701</td>\n",
       "      <td>0.537768</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>-1.393128</td>\n",
       "      <td>0.997059</td>\n",
       "      <td>-1.194491</td>\n",
       "      <td>1.127350</td>\n",
       "      <td>0.520689</td>\n",
       "      <td>-1.079533</td>\n",
       "      <td>1.629416</td>\n",
       "      <td>-0.823837</td>\n",
       "      <td>1.659567</td>\n",
       "      <td>-1.129850</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>-0.201471</td>\n",
       "      <td>-0.545087</td>\n",
       "      <td>-0.203216</td>\n",
       "      <td>1.816756</td>\n",
       "      <td>-0.749416</td>\n",
       "      <td>0.337766</td>\n",
       "      <td>0.328706</td>\n",
       "      <td>1.536157</td>\n",
       "      <td>0.140444</td>\n",
       "      <td>-1.269291</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>-0.364913</td>\n",
       "      <td>1.435571</td>\n",
       "      <td>-0.287901</td>\n",
       "      <td>-1.828406</td>\n",
       "      <td>-1.097611</td>\n",
       "      <td>-0.361628</td>\n",
       "      <td>0.350506</td>\n",
       "      <td>0.089395</td>\n",
       "      <td>0.516328</td>\n",
       "      <td>-2.068376</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>-1.037004</td>\n",
       "      <td>0.217208</td>\n",
       "      <td>-0.868390</td>\n",
       "      <td>-0.464767</td>\n",
       "      <td>1.744861</td>\n",
       "      <td>2.404838</td>\n",
       "      <td>1.149503</td>\n",
       "      <td>0.468540</td>\n",
       "      <td>1.303145</td>\n",
       "      <td>-1.177226</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0.349892</td>\n",
       "      <td>0.040919</td>\n",
       "      <td>0.220160</td>\n",
       "      <td>-1.002187</td>\n",
       "      <td>-0.544114</td>\n",
       "      <td>-0.162793</td>\n",
       "      <td>-0.165382</td>\n",
       "      <td>-0.513214</td>\n",
       "      <td>-0.677684</td>\n",
       "      <td>0.740824</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0.161701</td>\n",
       "      <td>0.534208</td>\n",
       "      <td>0.561261</td>\n",
       "      <td>-0.726742</td>\n",
       "      <td>2.337828</td>\n",
       "      <td>-0.860757</td>\n",
       "      <td>-1.479866</td>\n",
       "      <td>-1.265258</td>\n",
       "      <td>1.188189</td>\n",
       "      <td>1.040954</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>-0.433745</td>\n",
       "      <td>1.201932</td>\n",
       "      <td>-0.396895</td>\n",
       "      <td>0.008788</td>\n",
       "      <td>0.824103</td>\n",
       "      <td>-0.164149</td>\n",
       "      <td>0.583651</td>\n",
       "      <td>-0.265593</td>\n",
       "      <td>0.435033</td>\n",
       "      <td>0.057864</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0.660862</td>\n",
       "      <td>-1.059212</td>\n",
       "      <td>0.528613</td>\n",
       "      <td>-0.500261</td>\n",
       "      <td>-0.602624</td>\n",
       "      <td>0.001783</td>\n",
       "      <td>-0.656827</td>\n",
       "      <td>2.124556</td>\n",
       "      <td>-0.911480</td>\n",
       "      <td>-0.516117</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0.220710</td>\n",
       "      <td>1.653310</td>\n",
       "      <td>0.439359</td>\n",
       "      <td>0.623087</td>\n",
       "      <td>0.446982</td>\n",
       "      <td>-0.638586</td>\n",
       "      <td>-1.022048</td>\n",
       "      <td>0.486310</td>\n",
       "      <td>0.554292</td>\n",
       "      <td>0.239858</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>-1.834423</td>\n",
       "      <td>-1.438720</td>\n",
       "      <td>-1.580595</td>\n",
       "      <td>-0.225263</td>\n",
       "      <td>1.089537</td>\n",
       "      <td>2.365408</td>\n",
       "      <td>2.169170</td>\n",
       "      <td>0.192652</td>\n",
       "      <td>2.160002</td>\n",
       "      <td>-2.378432</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0.632024</td>\n",
       "      <td>0.290897</td>\n",
       "      <td>0.645951</td>\n",
       "      <td>-1.995532</td>\n",
       "      <td>-0.059826</td>\n",
       "      <td>0.493560</td>\n",
       "      <td>-1.056985</td>\n",
       "      <td>0.929410</td>\n",
       "      <td>-0.412960</td>\n",
       "      <td>-1.121244</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0.029844</td>\n",
       "      <td>1.673442</td>\n",
       "      <td>0.345284</td>\n",
       "      <td>0.441747</td>\n",
       "      <td>0.102917</td>\n",
       "      <td>-2.314044</td>\n",
       "      <td>-1.011308</td>\n",
       "      <td>-1.580604</td>\n",
       "      <td>1.008990</td>\n",
       "      <td>1.227035</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>-0.049411</td>\n",
       "      <td>0.341216</td>\n",
       "      <td>-0.031614</td>\n",
       "      <td>1.500275</td>\n",
       "      <td>-0.363132</td>\n",
       "      <td>0.854402</td>\n",
       "      <td>0.024953</td>\n",
       "      <td>1.025632</td>\n",
       "      <td>0.093990</td>\n",
       "      <td>0.074510</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>-0.190468</td>\n",
       "      <td>-0.838501</td>\n",
       "      <td>-0.189399</td>\n",
       "      <td>-0.742487</td>\n",
       "      <td>0.334327</td>\n",
       "      <td>-0.289981</td>\n",
       "      <td>0.302453</td>\n",
       "      <td>-3.601085</td>\n",
       "      <td>0.141655</td>\n",
       "      <td>-0.214538</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>-1.111983</td>\n",
       "      <td>0.019600</td>\n",
       "      <td>-0.958696</td>\n",
       "      <td>-0.802430</td>\n",
       "      <td>-0.339311</td>\n",
       "      <td>-0.041337</td>\n",
       "      <td>1.316660</td>\n",
       "      <td>0.460042</td>\n",
       "      <td>1.307456</td>\n",
       "      <td>0.578929</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>-0.557601</td>\n",
       "      <td>-0.856170</td>\n",
       "      <td>-1.342261</td>\n",
       "      <td>0.035566</td>\n",
       "      <td>-0.641667</td>\n",
       "      <td>1.665352</td>\n",
       "      <td>3.291478</td>\n",
       "      <td>-1.631335</td>\n",
       "      <td>-2.159247</td>\n",
       "      <td>0.652306</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>-0.014242</td>\n",
       "      <td>-0.635410</td>\n",
       "      <td>0.392165</td>\n",
       "      <td>-0.041293</td>\n",
       "      <td>-0.917976</td>\n",
       "      <td>1.731170</td>\n",
       "      <td>-1.218375</td>\n",
       "      <td>-0.591285</td>\n",
       "      <td>1.338187</td>\n",
       "      <td>0.556022</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>0.014268</td>\n",
       "      <td>0.179914</td>\n",
       "      <td>0.465156</td>\n",
       "      <td>0.837831</td>\n",
       "      <td>-1.397805</td>\n",
       "      <td>1.202577</td>\n",
       "      <td>-1.399989</td>\n",
       "      <td>-0.842433</td>\n",
       "      <td>1.462839</td>\n",
       "      <td>-0.101995</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>0.350605</td>\n",
       "      <td>0.982683</td>\n",
       "      <td>0.532871</td>\n",
       "      <td>-1.400071</td>\n",
       "      <td>0.003148</td>\n",
       "      <td>1.229990</td>\n",
       "      <td>-1.119419</td>\n",
       "      <td>-0.205628</td>\n",
       "      <td>0.341192</td>\n",
       "      <td>0.587262</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>0.366378</td>\n",
       "      <td>-0.042823</td>\n",
       "      <td>0.244765</td>\n",
       "      <td>0.058023</td>\n",
       "      <td>1.237438</td>\n",
       "      <td>-0.457302</td>\n",
       "      <td>-0.216640</td>\n",
       "      <td>-2.246889</td>\n",
       "      <td>-0.663116</td>\n",
       "      <td>0.848431</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>0.159188</td>\n",
       "      <td>0.138645</td>\n",
       "      <td>-0.226976</td>\n",
       "      <td>-1.086126</td>\n",
       "      <td>1.604339</td>\n",
       "      <td>-0.285094</td>\n",
       "      <td>0.923900</td>\n",
       "      <td>0.097813</td>\n",
       "      <td>-1.377190</td>\n",
       "      <td>-0.868261</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>-0.236775</td>\n",
       "      <td>0.709411</td>\n",
       "      <td>-0.237877</td>\n",
       "      <td>-0.140553</td>\n",
       "      <td>0.210008</td>\n",
       "      <td>0.615164</td>\n",
       "      <td>0.383407</td>\n",
       "      <td>0.599451</td>\n",
       "      <td>0.168157</td>\n",
       "      <td>-0.631241</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>0.077058</td>\n",
       "      <td>1.419036</td>\n",
       "      <td>0.098250</td>\n",
       "      <td>0.293352</td>\n",
       "      <td>0.385711</td>\n",
       "      <td>-0.809890</td>\n",
       "      <td>-0.188408</td>\n",
       "      <td>1.391921</td>\n",
       "      <td>0.013344</td>\n",
       "      <td>0.729819</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>-0.333965</td>\n",
       "      <td>-0.079388</td>\n",
       "      <td>-1.302400</td>\n",
       "      <td>-0.300466</td>\n",
       "      <td>0.872824</td>\n",
       "      <td>-0.966157</td>\n",
       "      <td>3.493804</td>\n",
       "      <td>0.360164</td>\n",
       "      <td>-2.921919</td>\n",
       "      <td>-1.005601</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1.095881</td>\n",
       "      <td>2.281652</td>\n",
       "      <td>0.938708</td>\n",
       "      <td>-0.617642</td>\n",
       "      <td>-0.409687</td>\n",
       "      <td>0.712322</td>\n",
       "      <td>-1.278945</td>\n",
       "      <td>-1.880010</td>\n",
       "      <td>-1.308476</td>\n",
       "      <td>-1.535040</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>-0.149253</td>\n",
       "      <td>-1.689183</td>\n",
       "      <td>-0.413284</td>\n",
       "      <td>-0.471264</td>\n",
       "      <td>1.923446</td>\n",
       "      <td>-0.774615</td>\n",
       "      <td>1.045959</td>\n",
       "      <td>0.751099</td>\n",
       "      <td>-0.754405</td>\n",
       "      <td>-1.975488</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>0.185159</td>\n",
       "      <td>-1.111458</td>\n",
       "      <td>0.063819</td>\n",
       "      <td>0.246505</td>\n",
       "      <td>1.281644</td>\n",
       "      <td>0.557691</td>\n",
       "      <td>0.073398</td>\n",
       "      <td>1.140149</td>\n",
       "      <td>-0.530769</td>\n",
       "      <td>0.498222</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>0.274376</td>\n",
       "      <td>1.288076</td>\n",
       "      <td>0.549086</td>\n",
       "      <td>0.014509</td>\n",
       "      <td>-1.031966</td>\n",
       "      <td>-0.440259</td>\n",
       "      <td>-1.279405</td>\n",
       "      <td>1.254338</td>\n",
       "      <td>0.698530</td>\n",
       "      <td>-1.236136</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>0.690650</td>\n",
       "      <td>-0.321159</td>\n",
       "      <td>0.855526</td>\n",
       "      <td>-1.585626</td>\n",
       "      <td>-0.214150</td>\n",
       "      <td>0.837154</td>\n",
       "      <td>-1.612108</td>\n",
       "      <td>-0.837090</td>\n",
       "      <td>0.037710</td>\n",
       "      <td>1.140068</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>0.352714</td>\n",
       "      <td>1.059566</td>\n",
       "      <td>0.256556</td>\n",
       "      <td>-0.555280</td>\n",
       "      <td>-0.759673</td>\n",
       "      <td>0.663646</td>\n",
       "      <td>-0.272451</td>\n",
       "      <td>0.764213</td>\n",
       "      <td>-0.570034</td>\n",
       "      <td>1.038013</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>-2.114251</td>\n",
       "      <td>-0.807591</td>\n",
       "      <td>-1.789064</td>\n",
       "      <td>-0.223473</td>\n",
       "      <td>-0.499139</td>\n",
       "      <td>1.197168</td>\n",
       "      <td>2.400372</td>\n",
       "      <td>1.783923</td>\n",
       "      <td>2.596140</td>\n",
       "      <td>-1.044836</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>-0.129788</td>\n",
       "      <td>-0.416625</td>\n",
       "      <td>-0.384260</td>\n",
       "      <td>-0.063123</td>\n",
       "      <td>2.349076</td>\n",
       "      <td>-0.716043</td>\n",
       "      <td>0.985522</td>\n",
       "      <td>0.263551</td>\n",
       "      <td>-0.737293</td>\n",
       "      <td>0.395799</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>-0.129017</td>\n",
       "      <td>-0.297482</td>\n",
       "      <td>-0.641691</td>\n",
       "      <td>1.311984</td>\n",
       "      <td>0.224340</td>\n",
       "      <td>0.904018</td>\n",
       "      <td>1.772875</td>\n",
       "      <td>0.194052</td>\n",
       "      <td>-1.581476</td>\n",
       "      <td>0.320786</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>1.045410</td>\n",
       "      <td>-0.614323</td>\n",
       "      <td>0.244180</td>\n",
       "      <td>-0.709789</td>\n",
       "      <td>-0.968046</td>\n",
       "      <td>-0.310308</td>\n",
       "      <td>0.769122</td>\n",
       "      <td>-1.371743</td>\n",
       "      <td>-3.376195</td>\n",
       "      <td>0.978890</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>0.694764</td>\n",
       "      <td>-0.952316</td>\n",
       "      <td>0.515074</td>\n",
       "      <td>-0.676995</td>\n",
       "      <td>0.222290</td>\n",
       "      <td>1.278866</td>\n",
       "      <td>-0.566351</td>\n",
       "      <td>0.830192</td>\n",
       "      <td>-1.091077</td>\n",
       "      <td>-0.772659</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>-2.219872</td>\n",
       "      <td>-0.809725</td>\n",
       "      <td>-1.894372</td>\n",
       "      <td>0.187800</td>\n",
       "      <td>-0.059654</td>\n",
       "      <td>-1.701666</td>\n",
       "      <td>2.568946</td>\n",
       "      <td>0.203359</td>\n",
       "      <td>2.673782</td>\n",
       "      <td>-0.787174</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>-0.141738</td>\n",
       "      <td>0.324340</td>\n",
       "      <td>-0.093780</td>\n",
       "      <td>-0.532725</td>\n",
       "      <td>0.514884</td>\n",
       "      <td>0.819925</td>\n",
       "      <td>0.081030</td>\n",
       "      <td>-1.357518</td>\n",
       "      <td>0.259509</td>\n",
       "      <td>0.839664</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>-0.872098</td>\n",
       "      <td>0.293538</td>\n",
       "      <td>-0.215598</td>\n",
       "      <td>0.249418</td>\n",
       "      <td>-1.967325</td>\n",
       "      <td>-0.021245</td>\n",
       "      <td>-0.605270</td>\n",
       "      <td>0.124752</td>\n",
       "      <td>2.777598</td>\n",
       "      <td>-0.326673</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>-1.930124</td>\n",
       "      <td>0.904962</td>\n",
       "      <td>-1.666487</td>\n",
       "      <td>-0.225807</td>\n",
       "      <td>-1.717672</td>\n",
       "      <td>0.236142</td>\n",
       "      <td>2.292819</td>\n",
       "      <td>-0.703916</td>\n",
       "      <td>2.261471</td>\n",
       "      <td>1.436430</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>0.424191</td>\n",
       "      <td>0.588077</td>\n",
       "      <td>0.329141</td>\n",
       "      <td>0.962345</td>\n",
       "      <td>-0.022436</td>\n",
       "      <td>-0.057951</td>\n",
       "      <td>-0.390563</td>\n",
       "      <td>1.073622</td>\n",
       "      <td>-0.618260</td>\n",
       "      <td>0.945888</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>-0.546608</td>\n",
       "      <td>0.794923</td>\n",
       "      <td>-0.486387</td>\n",
       "      <td>1.349135</td>\n",
       "      <td>0.609880</td>\n",
       "      <td>-0.039926</td>\n",
       "      <td>0.693425</td>\n",
       "      <td>0.470510</td>\n",
       "      <td>0.593266</td>\n",
       "      <td>1.058170</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>0.161613</td>\n",
       "      <td>-0.168300</td>\n",
       "      <td>0.630933</td>\n",
       "      <td>0.599103</td>\n",
       "      <td>-0.380763</td>\n",
       "      <td>-1.269465</td>\n",
       "      <td>-1.692785</td>\n",
       "      <td>0.809113</td>\n",
       "      <td>1.416180</td>\n",
       "      <td>-1.207759</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>0.303316</td>\n",
       "      <td>0.086111</td>\n",
       "      <td>-0.142713</td>\n",
       "      <td>-0.746923</td>\n",
       "      <td>-0.060404</td>\n",
       "      <td>1.127780</td>\n",
       "      <td>0.875398</td>\n",
       "      <td>-0.217131</td>\n",
       "      <td>-1.677334</td>\n",
       "      <td>0.990166</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>0.426059</td>\n",
       "      <td>0.436006</td>\n",
       "      <td>0.558602</td>\n",
       "      <td>0.843840</td>\n",
       "      <td>0.149598</td>\n",
       "      <td>0.097827</td>\n",
       "      <td>-1.088668</td>\n",
       "      <td>0.453586</td>\n",
       "      <td>0.124001</td>\n",
       "      <td>0.392634</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>-0.029775</td>\n",
       "      <td>-0.681380</td>\n",
       "      <td>-0.650451</td>\n",
       "      <td>0.967826</td>\n",
       "      <td>-1.340072</td>\n",
       "      <td>0.432217</td>\n",
       "      <td>1.943440</td>\n",
       "      <td>1.373914</td>\n",
       "      <td>-2.006342</td>\n",
       "      <td>0.993782</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>0.424709</td>\n",
       "      <td>-0.582061</td>\n",
       "      <td>0.339269</td>\n",
       "      <td>0.399044</td>\n",
       "      <td>-0.592465</td>\n",
       "      <td>0.327072</td>\n",
       "      <td>-0.420747</td>\n",
       "      <td>-0.238753</td>\n",
       "      <td>-0.587236</td>\n",
       "      <td>-1.320077</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>0.614749</td>\n",
       "      <td>0.144888</td>\n",
       "      <td>0.466669</td>\n",
       "      <td>0.023903</td>\n",
       "      <td>0.249309</td>\n",
       "      <td>1.045088</td>\n",
       "      <td>-0.534462</td>\n",
       "      <td>1.563413</td>\n",
       "      <td>-0.929756</td>\n",
       "      <td>-0.351414</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>-0.355505</td>\n",
       "      <td>-0.779093</td>\n",
       "      <td>-0.695805</td>\n",
       "      <td>0.203236</td>\n",
       "      <td>1.159381</td>\n",
       "      <td>0.973102</td>\n",
       "      <td>1.609948</td>\n",
       "      <td>0.185689</td>\n",
       "      <td>-0.853987</td>\n",
       "      <td>-0.457633</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>0.009464</td>\n",
       "      <td>0.073863</td>\n",
       "      <td>-0.059791</td>\n",
       "      <td>1.193587</td>\n",
       "      <td>-0.925085</td>\n",
       "      <td>-0.450202</td>\n",
       "      <td>0.196327</td>\n",
       "      <td>-0.319826</td>\n",
       "      <td>-0.233143</td>\n",
       "      <td>-1.340489</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>-0.862844</td>\n",
       "      <td>-1.063354</td>\n",
       "      <td>-0.704609</td>\n",
       "      <td>1.021625</td>\n",
       "      <td>-0.458025</td>\n",
       "      <td>0.475335</td>\n",
       "      <td>0.901661</td>\n",
       "      <td>-1.050055</td>\n",
       "      <td>1.142898</td>\n",
       "      <td>-1.055990</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>0.833323</td>\n",
       "      <td>-2.219778</td>\n",
       "      <td>0.643959</td>\n",
       "      <td>-1.399682</td>\n",
       "      <td>1.191091</td>\n",
       "      <td>-0.146854</td>\n",
       "      <td>-0.759203</td>\n",
       "      <td>-1.163043</td>\n",
       "      <td>-1.223194</td>\n",
       "      <td>-0.249370</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>0.386483</td>\n",
       "      <td>0.530683</td>\n",
       "      <td>0.539902</td>\n",
       "      <td>-0.663436</td>\n",
       "      <td>-0.849721</td>\n",
       "      <td>-0.482984</td>\n",
       "      <td>-1.088905</td>\n",
       "      <td>-0.314691</td>\n",
       "      <td>0.220916</td>\n",
       "      <td>0.037575</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>-0.107385</td>\n",
       "      <td>0.494064</td>\n",
       "      <td>-0.144203</td>\n",
       "      <td>-2.854627</td>\n",
       "      <td>0.110535</td>\n",
       "      <td>-0.626315</td>\n",
       "      <td>0.284810</td>\n",
       "      <td>-1.126054</td>\n",
       "      <td>-0.042399</td>\n",
       "      <td>-0.856852</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>-0.776133</td>\n",
       "      <td>-0.846498</td>\n",
       "      <td>-0.662009</td>\n",
       "      <td>0.607948</td>\n",
       "      <td>0.396367</td>\n",
       "      <td>0.169748</td>\n",
       "      <td>0.897203</td>\n",
       "      <td>-0.101987</td>\n",
       "      <td>0.935878</td>\n",
       "      <td>-0.755499</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>0.120910</td>\n",
       "      <td>-1.153332</td>\n",
       "      <td>-0.031069</td>\n",
       "      <td>-1.687344</td>\n",
       "      <td>0.458168</td>\n",
       "      <td>-0.979721</td>\n",
       "      <td>0.270099</td>\n",
       "      <td>-1.355448</td>\n",
       "      <td>-0.584268</td>\n",
       "      <td>-1.793892</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>-1.470514</td>\n",
       "      <td>-0.483659</td>\n",
       "      <td>-1.243129</td>\n",
       "      <td>-0.246724</td>\n",
       "      <td>1.085222</td>\n",
       "      <td>0.038555</td>\n",
       "      <td>1.665827</td>\n",
       "      <td>0.603646</td>\n",
       "      <td>1.809630</td>\n",
       "      <td>-0.168420</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>-0.718098</td>\n",
       "      <td>-0.795557</td>\n",
       "      <td>-1.508716</td>\n",
       "      <td>0.424394</td>\n",
       "      <td>0.434770</td>\n",
       "      <td>0.475431</td>\n",
       "      <td>3.567286</td>\n",
       "      <td>-2.216819</td>\n",
       "      <td>-2.062291</td>\n",
       "      <td>1.279519</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1.321065</td>\n",
       "      <td>1.699957</td>\n",
       "      <td>1.231466</td>\n",
       "      <td>1.071543</td>\n",
       "      <td>0.197292</td>\n",
       "      <td>0.311309</td>\n",
       "      <td>-1.846768</td>\n",
       "      <td>0.941311</td>\n",
       "      <td>-1.251035</td>\n",
       "      <td>0.190636</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>-0.621655</td>\n",
       "      <td>-1.551512</td>\n",
       "      <td>-0.482134</td>\n",
       "      <td>0.662052</td>\n",
       "      <td>-1.157117</td>\n",
       "      <td>-1.333128</td>\n",
       "      <td>0.571687</td>\n",
       "      <td>1.849362</td>\n",
       "      <td>0.906801</td>\n",
       "      <td>1.188597</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>1.033203</td>\n",
       "      <td>-0.227106</td>\n",
       "      <td>0.950854</td>\n",
       "      <td>-0.141758</td>\n",
       "      <td>-1.051220</td>\n",
       "      <td>-2.531769</td>\n",
       "      <td>-1.406870</td>\n",
       "      <td>0.728519</td>\n",
       "      <td>-1.018531</td>\n",
       "      <td>0.135563</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>1.603179</td>\n",
       "      <td>0.782874</td>\n",
       "      <td>1.395324</td>\n",
       "      <td>-0.431126</td>\n",
       "      <td>0.258661</td>\n",
       "      <td>0.212740</td>\n",
       "      <td>-1.938410</td>\n",
       "      <td>0.550798</td>\n",
       "      <td>-1.842058</td>\n",
       "      <td>0.408053</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>0.238110</td>\n",
       "      <td>-0.739029</td>\n",
       "      <td>-0.612322</td>\n",
       "      <td>0.652330</td>\n",
       "      <td>-0.262747</td>\n",
       "      <td>-1.595894</td>\n",
       "      <td>2.215174</td>\n",
       "      <td>-0.419435</td>\n",
       "      <td>-2.951344</td>\n",
       "      <td>1.427305</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>1.712369</td>\n",
       "      <td>-0.580648</td>\n",
       "      <td>1.291846</td>\n",
       "      <td>-0.611385</td>\n",
       "      <td>2.184097</td>\n",
       "      <td>0.570507</td>\n",
       "      <td>-1.464149</td>\n",
       "      <td>-0.239502</td>\n",
       "      <td>-2.616109</td>\n",
       "      <td>-0.092944</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>-0.625632</td>\n",
       "      <td>0.220631</td>\n",
       "      <td>-0.521841</td>\n",
       "      <td>-0.352088</td>\n",
       "      <td>0.238171</td>\n",
       "      <td>-0.840772</td>\n",
       "      <td>0.687195</td>\n",
       "      <td>0.580568</td>\n",
       "      <td>0.792945</td>\n",
       "      <td>0.324758</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>0.418488</td>\n",
       "      <td>-0.863980</td>\n",
       "      <td>0.362617</td>\n",
       "      <td>-0.126533</td>\n",
       "      <td>-2.350456</td>\n",
       "      <td>1.672868</td>\n",
       "      <td>-0.501068</td>\n",
       "      <td>0.695165</td>\n",
       "      <td>-0.486115</td>\n",
       "      <td>-0.910324</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>0.773244</td>\n",
       "      <td>0.337482</td>\n",
       "      <td>0.864515</td>\n",
       "      <td>-0.263308</td>\n",
       "      <td>-0.381489</td>\n",
       "      <td>-1.320493</td>\n",
       "      <td>-1.519878</td>\n",
       "      <td>-1.210161</td>\n",
       "      <td>-0.262691</td>\n",
       "      <td>-0.157025</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>-0.744386</td>\n",
       "      <td>1.493003</td>\n",
       "      <td>-0.652082</td>\n",
       "      <td>-0.160130</td>\n",
       "      <td>0.409685</td>\n",
       "      <td>-0.596994</td>\n",
       "      <td>0.912889</td>\n",
       "      <td>1.455600</td>\n",
       "      <td>0.841554</td>\n",
       "      <td>0.618361</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>-0.311024</td>\n",
       "      <td>-0.782599</td>\n",
       "      <td>0.087985</td>\n",
       "      <td>0.707032</td>\n",
       "      <td>0.151403</td>\n",
       "      <td>0.298452</td>\n",
       "      <td>-0.719421</td>\n",
       "      <td>-1.007912</td>\n",
       "      <td>1.529300</td>\n",
       "      <td>2.084713</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>-0.550477</td>\n",
       "      <td>-0.453636</td>\n",
       "      <td>-1.380764</td>\n",
       "      <td>1.726227</td>\n",
       "      <td>-0.016610</td>\n",
       "      <td>-0.105819</td>\n",
       "      <td>3.419394</td>\n",
       "      <td>0.771796</td>\n",
       "      <td>-2.313490</td>\n",
       "      <td>-0.887329</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>-0.172422</td>\n",
       "      <td>-0.317761</td>\n",
       "      <td>0.165227</td>\n",
       "      <td>0.116579</td>\n",
       "      <td>2.492184</td>\n",
       "      <td>-0.275121</td>\n",
       "      <td>-0.754484</td>\n",
       "      <td>-1.506534</td>\n",
       "      <td>1.228276</td>\n",
       "      <td>1.071516</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>-0.778609</td>\n",
       "      <td>-0.835689</td>\n",
       "      <td>-0.194842</td>\n",
       "      <td>1.097220</td>\n",
       "      <td>0.180071</td>\n",
       "      <td>-0.272933</td>\n",
       "      <td>-0.533188</td>\n",
       "      <td>-0.497354</td>\n",
       "      <td>2.472138</td>\n",
       "      <td>0.867187</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>0.686332</td>\n",
       "      <td>-2.238231</td>\n",
       "      <td>0.574293</td>\n",
       "      <td>-2.120700</td>\n",
       "      <td>0.292193</td>\n",
       "      <td>-0.187329</td>\n",
       "      <td>-0.759433</td>\n",
       "      <td>0.457687</td>\n",
       "      <td>-0.863926</td>\n",
       "      <td>-0.606865</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>-0.100303</td>\n",
       "      <td>-0.168385</td>\n",
       "      <td>0.296444</td>\n",
       "      <td>-0.326012</td>\n",
       "      <td>-0.510989</td>\n",
       "      <td>-2.553550</td>\n",
       "      <td>-1.050735</td>\n",
       "      <td>-0.153905</td>\n",
       "      <td>1.369050</td>\n",
       "      <td>0.390366</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>-0.876330</td>\n",
       "      <td>-0.337878</td>\n",
       "      <td>-0.758754</td>\n",
       "      <td>0.002232</td>\n",
       "      <td>-0.212090</td>\n",
       "      <td>0.542203</td>\n",
       "      <td>1.047485</td>\n",
       "      <td>-0.457219</td>\n",
       "      <td>1.019839</td>\n",
       "      <td>-0.274644</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>-2.632849</td>\n",
       "      <td>-0.375407</td>\n",
       "      <td>-2.218457</td>\n",
       "      <td>-0.048830</td>\n",
       "      <td>-0.897659</td>\n",
       "      <td>-0.637487</td>\n",
       "      <td>2.960317</td>\n",
       "      <td>-3.688365</td>\n",
       "      <td>3.263788</td>\n",
       "      <td>0.235456</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>-1.769308</td>\n",
       "      <td>-2.285777</td>\n",
       "      <td>-1.476097</td>\n",
       "      <td>-0.782591</td>\n",
       "      <td>-1.571420</td>\n",
       "      <td>-0.932371</td>\n",
       "      <td>1.944370</td>\n",
       "      <td>-0.413895</td>\n",
       "      <td>2.241449</td>\n",
       "      <td>0.766388</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>-0.137225</td>\n",
       "      <td>-1.026369</td>\n",
       "      <td>-0.347946</td>\n",
       "      <td>1.230001</td>\n",
       "      <td>0.706079</td>\n",
       "      <td>-0.242681</td>\n",
       "      <td>0.863835</td>\n",
       "      <td>1.628469</td>\n",
       "      <td>-0.588950</td>\n",
       "      <td>-0.964705</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>0.032335</td>\n",
       "      <td>0.022466</td>\n",
       "      <td>-0.097076</td>\n",
       "      <td>0.547119</td>\n",
       "      <td>-0.019260</td>\n",
       "      <td>-0.262891</td>\n",
       "      <td>0.343341</td>\n",
       "      <td>1.114322</td>\n",
       "      <td>-0.446280</td>\n",
       "      <td>-1.180813</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>-0.076839</td>\n",
       "      <td>0.731380</td>\n",
       "      <td>-0.342867</td>\n",
       "      <td>0.590422</td>\n",
       "      <td>1.192735</td>\n",
       "      <td>-1.257868</td>\n",
       "      <td>0.935828</td>\n",
       "      <td>0.338687</td>\n",
       "      <td>-0.813459</td>\n",
       "      <td>-0.142147</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>-0.078133</td>\n",
       "      <td>-0.448543</td>\n",
       "      <td>-0.199075</td>\n",
       "      <td>0.238555</td>\n",
       "      <td>0.447394</td>\n",
       "      <td>-0.501234</td>\n",
       "      <td>0.494788</td>\n",
       "      <td>-0.143259</td>\n",
       "      <td>-0.338478</td>\n",
       "      <td>-1.290561</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>0.225011</td>\n",
       "      <td>-1.531535</td>\n",
       "      <td>0.476187</td>\n",
       "      <td>1.150267</td>\n",
       "      <td>-0.851540</td>\n",
       "      <td>0.006273</td>\n",
       "      <td>-1.128295</td>\n",
       "      <td>1.118550</td>\n",
       "      <td>0.657449</td>\n",
       "      <td>-0.205284</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>0.359919</td>\n",
       "      <td>1.318197</td>\n",
       "      <td>0.562331</td>\n",
       "      <td>-1.358175</td>\n",
       "      <td>1.392039</td>\n",
       "      <td>0.111129</td>\n",
       "      <td>-1.195899</td>\n",
       "      <td>-0.288575</td>\n",
       "      <td>0.400260</td>\n",
       "      <td>-0.443263</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>0.030369</td>\n",
       "      <td>-0.316083</td>\n",
       "      <td>-0.026551</td>\n",
       "      <td>0.314339</td>\n",
       "      <td>-0.248974</td>\n",
       "      <td>0.314129</td>\n",
       "      <td>0.125099</td>\n",
       "      <td>0.833179</td>\n",
       "      <td>-0.208006</td>\n",
       "      <td>0.439150</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>1.057832</td>\n",
       "      <td>2.086047</td>\n",
       "      <td>0.935541</td>\n",
       "      <td>-1.014759</td>\n",
       "      <td>-1.181874</td>\n",
       "      <td>0.449474</td>\n",
       "      <td>-1.324411</td>\n",
       "      <td>0.416446</td>\n",
       "      <td>-1.166903</td>\n",
       "      <td>-0.361463</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>0.188137</td>\n",
       "      <td>0.881147</td>\n",
       "      <td>-0.540703</td>\n",
       "      <td>0.001326</td>\n",
       "      <td>0.420700</td>\n",
       "      <td>-0.577921</td>\n",
       "      <td>1.924022</td>\n",
       "      <td>-0.957569</td>\n",
       "      <td>-2.517816</td>\n",
       "      <td>0.395421</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>0.410728</td>\n",
       "      <td>-0.109023</td>\n",
       "      <td>0.665285</td>\n",
       "      <td>0.034375</td>\n",
       "      <td>-0.596895</td>\n",
       "      <td>-1.674469</td>\n",
       "      <td>-1.436711</td>\n",
       "      <td>1.362132</td>\n",
       "      <td>0.533777</td>\n",
       "      <td>0.160589</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>-0.029398</td>\n",
       "      <td>0.216683</td>\n",
       "      <td>-0.527984</td>\n",
       "      <td>-0.303350</td>\n",
       "      <td>0.742459</td>\n",
       "      <td>-0.637588</td>\n",
       "      <td>1.569953</td>\n",
       "      <td>0.766243</td>\n",
       "      <td>-1.607711</td>\n",
       "      <td>-0.218866</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>1.955098</td>\n",
       "      <td>-1.731201</td>\n",
       "      <td>1.911808</td>\n",
       "      <td>1.494938</td>\n",
       "      <td>-0.089234</td>\n",
       "      <td>-0.037571</td>\n",
       "      <td>-3.005880</td>\n",
       "      <td>0.443002</td>\n",
       "      <td>-1.559648</td>\n",
       "      <td>0.041326</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>1.510758</td>\n",
       "      <td>-0.535335</td>\n",
       "      <td>1.435618</td>\n",
       "      <td>0.358454</td>\n",
       "      <td>-0.450013</td>\n",
       "      <td>1.257149</td>\n",
       "      <td>-2.195402</td>\n",
       "      <td>0.757922</td>\n",
       "      <td>-1.341393</td>\n",
       "      <td>-0.730956</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>0.237160</td>\n",
       "      <td>0.505966</td>\n",
       "      <td>0.087275</td>\n",
       "      <td>-0.728272</td>\n",
       "      <td>-0.279810</td>\n",
       "      <td>-0.964538</td>\n",
       "      <td>0.077111</td>\n",
       "      <td>1.190549</td>\n",
       "      <td>-0.661753</td>\n",
       "      <td>2.165056</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>1.528581</td>\n",
       "      <td>2.426716</td>\n",
       "      <td>1.426636</td>\n",
       "      <td>0.432960</td>\n",
       "      <td>-0.217017</td>\n",
       "      <td>-0.308483</td>\n",
       "      <td>-2.142140</td>\n",
       "      <td>-0.564774</td>\n",
       "      <td>-1.441905</td>\n",
       "      <td>-1.377618</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>0.062879</td>\n",
       "      <td>-0.079067</td>\n",
       "      <td>-0.671071</td>\n",
       "      <td>-0.579124</td>\n",
       "      <td>-0.984993</td>\n",
       "      <td>0.198680</td>\n",
       "      <td>2.140680</td>\n",
       "      <td>0.696168</td>\n",
       "      <td>-2.443652</td>\n",
       "      <td>-0.480834</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>1.018148</td>\n",
       "      <td>1.259233</td>\n",
       "      <td>0.618459</td>\n",
       "      <td>1.146441</td>\n",
       "      <td>2.303639</td>\n",
       "      <td>-1.479444</td>\n",
       "      <td>-0.413494</td>\n",
       "      <td>1.007133</td>\n",
       "      <td>-2.044462</td>\n",
       "      <td>-0.973379</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>-0.931244</td>\n",
       "      <td>-0.979300</td>\n",
       "      <td>-0.788725</td>\n",
       "      <td>0.163360</td>\n",
       "      <td>-2.367478</td>\n",
       "      <td>0.353771</td>\n",
       "      <td>1.059449</td>\n",
       "      <td>-0.948749</td>\n",
       "      <td>1.141165</td>\n",
       "      <td>1.314075</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>-0.040312</td>\n",
       "      <td>-0.478837</td>\n",
       "      <td>-0.243765</td>\n",
       "      <td>-0.862776</td>\n",
       "      <td>-2.153343</td>\n",
       "      <td>1.097153</td>\n",
       "      <td>0.686084</td>\n",
       "      <td>-0.392013</td>\n",
       "      <td>-0.635501</td>\n",
       "      <td>0.693479</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>-0.973531</td>\n",
       "      <td>0.205456</td>\n",
       "      <td>-0.820138</td>\n",
       "      <td>-0.775607</td>\n",
       "      <td>-0.667333</td>\n",
       "      <td>-2.241916</td>\n",
       "      <td>1.094111</td>\n",
       "      <td>-0.498987</td>\n",
       "      <td>1.207371</td>\n",
       "      <td>-0.800335</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>-0.975452</td>\n",
       "      <td>1.467850</td>\n",
       "      <td>-0.857045</td>\n",
       "      <td>-0.030263</td>\n",
       "      <td>-1.025965</td>\n",
       "      <td>0.607289</td>\n",
       "      <td>1.204047</td>\n",
       "      <td>-1.724062</td>\n",
       "      <td>1.094453</td>\n",
       "      <td>2.598823</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>0.458086</td>\n",
       "      <td>0.950016</td>\n",
       "      <td>-0.018849</td>\n",
       "      <td>0.243005</td>\n",
       "      <td>-0.739371</td>\n",
       "      <td>1.191899</td>\n",
       "      <td>0.721373</td>\n",
       "      <td>-0.196281</td>\n",
       "      <td>-1.890583</td>\n",
       "      <td>-1.532701</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>-0.189607</td>\n",
       "      <td>-1.027404</td>\n",
       "      <td>-0.686300</td>\n",
       "      <td>-0.373268</td>\n",
       "      <td>-0.391877</td>\n",
       "      <td>-1.017764</td>\n",
       "      <td>1.821317</td>\n",
       "      <td>0.928246</td>\n",
       "      <td>-1.485309</td>\n",
       "      <td>0.644518</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>0.510736</td>\n",
       "      <td>0.199610</td>\n",
       "      <td>0.541122</td>\n",
       "      <td>1.094180</td>\n",
       "      <td>-0.058720</td>\n",
       "      <td>0.446537</td>\n",
       "      <td>-0.912576</td>\n",
       "      <td>-0.861310</td>\n",
       "      <td>-0.271203</td>\n",
       "      <td>0.479003</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>0.798150</td>\n",
       "      <td>0.873990</td>\n",
       "      <td>0.607442</td>\n",
       "      <td>0.078439</td>\n",
       "      <td>-0.147140</td>\n",
       "      <td>-0.656624</td>\n",
       "      <td>-0.698644</td>\n",
       "      <td>-0.834271</td>\n",
       "      <td>-1.202069</td>\n",
       "      <td>0.182994</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>-0.512471</td>\n",
       "      <td>-0.339122</td>\n",
       "      <td>-0.478880</td>\n",
       "      <td>0.370061</td>\n",
       "      <td>0.421546</td>\n",
       "      <td>0.266818</td>\n",
       "      <td>0.719965</td>\n",
       "      <td>0.457806</td>\n",
       "      <td>0.481493</td>\n",
       "      <td>-0.123733</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>0.369739</td>\n",
       "      <td>-0.138512</td>\n",
       "      <td>0.730618</td>\n",
       "      <td>-0.423890</td>\n",
       "      <td>0.709353</td>\n",
       "      <td>0.019458</td>\n",
       "      <td>-1.695646</td>\n",
       "      <td>1.046912</td>\n",
       "      <td>0.910897</td>\n",
       "      <td>-0.305189</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>0.704001</td>\n",
       "      <td>0.949595</td>\n",
       "      <td>0.796509</td>\n",
       "      <td>-0.059415</td>\n",
       "      <td>-0.087435</td>\n",
       "      <td>0.548320</td>\n",
       "      <td>-1.412515</td>\n",
       "      <td>0.224235</td>\n",
       "      <td>-0.208423</td>\n",
       "      <td>1.855503</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>-1.674048</td>\n",
       "      <td>-0.974122</td>\n",
       "      <td>-1.843592</td>\n",
       "      <td>0.703428</td>\n",
       "      <td>-0.423599</td>\n",
       "      <td>-1.365617</td>\n",
       "      <td>3.204802</td>\n",
       "      <td>-1.597872</td>\n",
       "      <td>0.660383</td>\n",
       "      <td>-1.307370</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>0.311835</td>\n",
       "      <td>1.598322</td>\n",
       "      <td>-0.182664</td>\n",
       "      <td>0.733548</td>\n",
       "      <td>-0.734233</td>\n",
       "      <td>-0.141530</td>\n",
       "      <td>1.009762</td>\n",
       "      <td>-0.237683</td>\n",
       "      <td>-1.841883</td>\n",
       "      <td>0.008784</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>-0.064683</td>\n",
       "      <td>-0.147340</td>\n",
       "      <td>0.316383</td>\n",
       "      <td>0.963925</td>\n",
       "      <td>2.178562</td>\n",
       "      <td>0.194333</td>\n",
       "      <td>-1.060017</td>\n",
       "      <td>0.399228</td>\n",
       "      <td>1.291981</td>\n",
       "      <td>0.249451</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>-1.366685</td>\n",
       "      <td>0.500917</td>\n",
       "      <td>-1.180716</td>\n",
       "      <td>-0.982324</td>\n",
       "      <td>-1.364106</td>\n",
       "      <td>-0.531878</td>\n",
       "      <td>1.625664</td>\n",
       "      <td>1.223936</td>\n",
       "      <td>1.598994</td>\n",
       "      <td>1.605356</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>-0.766645</td>\n",
       "      <td>-0.608351</td>\n",
       "      <td>-0.801401</td>\n",
       "      <td>0.592530</td>\n",
       "      <td>0.955269</td>\n",
       "      <td>-0.038743</td>\n",
       "      <td>1.336680</td>\n",
       "      <td>0.356973</td>\n",
       "      <td>0.442557</td>\n",
       "      <td>0.409636</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>-0.632390</td>\n",
       "      <td>1.753195</td>\n",
       "      <td>-0.538198</td>\n",
       "      <td>-0.365153</td>\n",
       "      <td>1.061256</td>\n",
       "      <td>-0.433390</td>\n",
       "      <td>0.727360</td>\n",
       "      <td>0.687238</td>\n",
       "      <td>0.766485</td>\n",
       "      <td>-0.840493</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>-0.950901</td>\n",
       "      <td>0.126314</td>\n",
       "      <td>-1.377123</td>\n",
       "      <td>-0.469131</td>\n",
       "      <td>0.510157</td>\n",
       "      <td>1.272570</td>\n",
       "      <td>2.828028</td>\n",
       "      <td>-1.445205</td>\n",
       "      <td>-0.702825</td>\n",
       "      <td>-0.992866</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>-0.469673</td>\n",
       "      <td>0.372648</td>\n",
       "      <td>-0.410494</td>\n",
       "      <td>0.166493</td>\n",
       "      <td>-1.285599</td>\n",
       "      <td>-1.615846</td>\n",
       "      <td>0.573120</td>\n",
       "      <td>0.243475</td>\n",
       "      <td>0.534053</td>\n",
       "      <td>1.542736</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>0.072035</td>\n",
       "      <td>0.577364</td>\n",
       "      <td>-0.287976</td>\n",
       "      <td>-0.128659</td>\n",
       "      <td>0.666270</td>\n",
       "      <td>0.577979</td>\n",
       "      <td>0.983910</td>\n",
       "      <td>-0.484118</td>\n",
       "      <td>-1.228517</td>\n",
       "      <td>1.406935</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>-0.714832</td>\n",
       "      <td>0.324459</td>\n",
       "      <td>-1.109143</td>\n",
       "      <td>-1.803863</td>\n",
       "      <td>1.856647</td>\n",
       "      <td>-0.481766</td>\n",
       "      <td>2.351654</td>\n",
       "      <td>0.844774</td>\n",
       "      <td>-0.769800</td>\n",
       "      <td>-2.391956</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>-0.439010</td>\n",
       "      <td>1.462196</td>\n",
       "      <td>-0.410794</td>\n",
       "      <td>0.448636</td>\n",
       "      <td>-1.019695</td>\n",
       "      <td>0.206362</td>\n",
       "      <td>0.618471</td>\n",
       "      <td>-0.237012</td>\n",
       "      <td>0.410643</td>\n",
       "      <td>0.961987</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>0.765832</td>\n",
       "      <td>0.084467</td>\n",
       "      <td>0.686707</td>\n",
       "      <td>-1.069254</td>\n",
       "      <td>-0.993590</td>\n",
       "      <td>0.135925</td>\n",
       "      <td>-0.987562</td>\n",
       "      <td>2.324673</td>\n",
       "      <td>-0.814051</td>\n",
       "      <td>0.956295</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>-0.327059</td>\n",
       "      <td>0.492986</td>\n",
       "      <td>-0.418065</td>\n",
       "      <td>-0.057518</td>\n",
       "      <td>0.164295</td>\n",
       "      <td>2.196223</td>\n",
       "      <td>0.802905</td>\n",
       "      <td>0.210668</td>\n",
       "      <td>-0.060101</td>\n",
       "      <td>1.075343</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>-1.367638</td>\n",
       "      <td>1.462255</td>\n",
       "      <td>-1.154918</td>\n",
       "      <td>-0.290454</td>\n",
       "      <td>-0.413424</td>\n",
       "      <td>0.032396</td>\n",
       "      <td>1.545490</td>\n",
       "      <td>1.428760</td>\n",
       "      <td>1.687092</td>\n",
       "      <td>1.072542</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>0.367694</td>\n",
       "      <td>-2.077812</td>\n",
       "      <td>0.178193</td>\n",
       "      <td>-0.320298</td>\n",
       "      <td>-2.065083</td>\n",
       "      <td>0.028458</td>\n",
       "      <td>-0.011411</td>\n",
       "      <td>0.360648</td>\n",
       "      <td>-0.885881</td>\n",
       "      <td>1.643378</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>-0.070727</td>\n",
       "      <td>-0.061764</td>\n",
       "      <td>-0.261285</td>\n",
       "      <td>0.479442</td>\n",
       "      <td>-0.256180</td>\n",
       "      <td>-0.241497</td>\n",
       "      <td>0.695519</td>\n",
       "      <td>-0.649765</td>\n",
       "      <td>-0.571308</td>\n",
       "      <td>0.874517</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>0.528978</td>\n",
       "      <td>0.720997</td>\n",
       "      <td>0.882660</td>\n",
       "      <td>-0.545186</td>\n",
       "      <td>-1.493510</td>\n",
       "      <td>-2.123948</td>\n",
       "      <td>-1.929255</td>\n",
       "      <td>-0.994355</td>\n",
       "      <td>0.771870</td>\n",
       "      <td>2.927270</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>0.822731</td>\n",
       "      <td>-0.319848</td>\n",
       "      <td>0.681213</td>\n",
       "      <td>0.151758</td>\n",
       "      <td>0.987335</td>\n",
       "      <td>-0.075951</td>\n",
       "      <td>-0.888332</td>\n",
       "      <td>2.089539</td>\n",
       "      <td>-1.059182</td>\n",
       "      <td>-0.835143</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>0.073835</td>\n",
       "      <td>-0.274802</td>\n",
       "      <td>0.337337</td>\n",
       "      <td>-2.201243</td>\n",
       "      <td>-0.329489</td>\n",
       "      <td>1.674860</td>\n",
       "      <td>-0.923290</td>\n",
       "      <td>0.034030</td>\n",
       "      <td>0.807382</td>\n",
       "      <td>-1.998889</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>-0.157827</td>\n",
       "      <td>0.664703</td>\n",
       "      <td>-0.529598</td>\n",
       "      <td>-0.552921</td>\n",
       "      <td>-0.975366</td>\n",
       "      <td>1.303508</td>\n",
       "      <td>1.388777</td>\n",
       "      <td>-0.497571</td>\n",
       "      <td>-1.100205</td>\n",
       "      <td>1.001825</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>0.068986</td>\n",
       "      <td>-0.658116</td>\n",
       "      <td>-0.058462</td>\n",
       "      <td>-0.303726</td>\n",
       "      <td>0.825098</td>\n",
       "      <td>-0.867130</td>\n",
       "      <td>0.278521</td>\n",
       "      <td>-0.819258</td>\n",
       "      <td>-0.466456</td>\n",
       "      <td>-1.345871</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1.567255</td>\n",
       "      <td>1.121858</td>\n",
       "      <td>1.516861</td>\n",
       "      <td>2.320041</td>\n",
       "      <td>-0.053905</td>\n",
       "      <td>-0.982304</td>\n",
       "      <td>-2.361662</td>\n",
       "      <td>-0.904068</td>\n",
       "      <td>-1.301522</td>\n",
       "      <td>0.196131</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>0.649267</td>\n",
       "      <td>-1.338606</td>\n",
       "      <td>0.536793</td>\n",
       "      <td>0.692919</td>\n",
       "      <td>-0.230866</td>\n",
       "      <td>1.453261</td>\n",
       "      <td>-0.698613</td>\n",
       "      <td>1.719378</td>\n",
       "      <td>-0.838459</td>\n",
       "      <td>-0.605861</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>0.160845</td>\n",
       "      <td>-1.496159</td>\n",
       "      <td>0.499219</td>\n",
       "      <td>-0.918212</td>\n",
       "      <td>1.573734</td>\n",
       "      <td>0.456688</td>\n",
       "      <td>-1.291619</td>\n",
       "      <td>-0.169123</td>\n",
       "      <td>0.988894</td>\n",
       "      <td>1.322744</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>0.373009</td>\n",
       "      <td>0.234024</td>\n",
       "      <td>0.243616</td>\n",
       "      <td>-0.248529</td>\n",
       "      <td>0.775155</td>\n",
       "      <td>0.553040</td>\n",
       "      <td>-0.203523</td>\n",
       "      <td>0.140360</td>\n",
       "      <td>-0.693343</td>\n",
       "      <td>1.200532</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>0.542547</td>\n",
       "      <td>0.425887</td>\n",
       "      <td>0.401366</td>\n",
       "      <td>0.019148</td>\n",
       "      <td>0.189706</td>\n",
       "      <td>-0.661982</td>\n",
       "      <td>-0.439643</td>\n",
       "      <td>0.487872</td>\n",
       "      <td>-0.854840</td>\n",
       "      <td>-0.641487</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>-0.094200</td>\n",
       "      <td>-2.017339</td>\n",
       "      <td>-0.897235</td>\n",
       "      <td>-2.832326</td>\n",
       "      <td>0.523223</td>\n",
       "      <td>-1.220321</td>\n",
       "      <td>2.603800</td>\n",
       "      <td>0.128617</td>\n",
       "      <td>-2.555427</td>\n",
       "      <td>0.813981</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1.029484</td>\n",
       "      <td>2.620793</td>\n",
       "      <td>0.931812</td>\n",
       "      <td>-1.111967</td>\n",
       "      <td>-0.299677</td>\n",
       "      <td>-0.050205</td>\n",
       "      <td>-1.354100</td>\n",
       "      <td>0.996859</td>\n",
       "      <td>-1.065901</td>\n",
       "      <td>1.464177</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1.451733</td>\n",
       "      <td>-1.598124</td>\n",
       "      <td>1.358862</td>\n",
       "      <td>0.462173</td>\n",
       "      <td>-0.429244</td>\n",
       "      <td>0.588553</td>\n",
       "      <td>-2.046508</td>\n",
       "      <td>-1.363174</td>\n",
       "      <td>-1.356509</td>\n",
       "      <td>2.024310</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1.470974</td>\n",
       "      <td>0.841984</td>\n",
       "      <td>1.441772</td>\n",
       "      <td>-0.369207</td>\n",
       "      <td>-0.110665</td>\n",
       "      <td>-0.896642</td>\n",
       "      <td>-2.271847</td>\n",
       "      <td>-0.374822</td>\n",
       "      <td>-1.162441</td>\n",
       "      <td>-2.906988</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>-1.166977</td>\n",
       "      <td>-0.561842</td>\n",
       "      <td>-1.103561</td>\n",
       "      <td>0.479361</td>\n",
       "      <td>-2.178211</td>\n",
       "      <td>-0.529467</td>\n",
       "      <td>1.679411</td>\n",
       "      <td>2.549010</td>\n",
       "      <td>1.053712</td>\n",
       "      <td>-2.624817</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1.478691</td>\n",
       "      <td>-1.351074</td>\n",
       "      <td>1.407940</td>\n",
       "      <td>-1.322458</td>\n",
       "      <td>2.949094</td>\n",
       "      <td>1.244680</td>\n",
       "      <td>-2.157337</td>\n",
       "      <td>0.547265</td>\n",
       "      <td>-1.303791</td>\n",
       "      <td>0.481866</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>-0.529505</td>\n",
       "      <td>-0.373368</td>\n",
       "      <td>-0.007133</td>\n",
       "      <td>-0.500198</td>\n",
       "      <td>1.515445</td>\n",
       "      <td>0.381734</td>\n",
       "      <td>-0.745512</td>\n",
       "      <td>1.636740</td>\n",
       "      <td>2.090848</td>\n",
       "      <td>-0.169852</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>0.198376</td>\n",
       "      <td>0.347562</td>\n",
       "      <td>0.175306</td>\n",
       "      <td>0.086698</td>\n",
       "      <td>-0.397195</td>\n",
       "      <td>-1.102270</td>\n",
       "      <td>-0.247950</td>\n",
       "      <td>0.191577</td>\n",
       "      <td>-0.219276</td>\n",
       "      <td>0.355669</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>-0.301593</td>\n",
       "      <td>-2.435312</td>\n",
       "      <td>0.170098</td>\n",
       "      <td>0.684163</td>\n",
       "      <td>0.218964</td>\n",
       "      <td>-0.841822</td>\n",
       "      <td>-0.956542</td>\n",
       "      <td>0.176150</td>\n",
       "      <td>1.759933</td>\n",
       "      <td>-0.814756</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1.446130</td>\n",
       "      <td>0.732492</td>\n",
       "      <td>1.314024</td>\n",
       "      <td>0.288724</td>\n",
       "      <td>0.264020</td>\n",
       "      <td>1.272354</td>\n",
       "      <td>-1.917686</td>\n",
       "      <td>-0.960046</td>\n",
       "      <td>-1.480637</td>\n",
       "      <td>-1.654887</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>-2.480859</td>\n",
       "      <td>0.485360</td>\n",
       "      <td>-2.101131</td>\n",
       "      <td>-0.849105</td>\n",
       "      <td>-0.128877</td>\n",
       "      <td>-0.509094</td>\n",
       "      <td>2.822231</td>\n",
       "      <td>-0.731255</td>\n",
       "      <td>3.040278</td>\n",
       "      <td>0.305666</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1.013023</td>\n",
       "      <td>0.978422</td>\n",
       "      <td>0.931210</td>\n",
       "      <td>0.522143</td>\n",
       "      <td>0.975312</td>\n",
       "      <td>0.515628</td>\n",
       "      <td>-1.376116</td>\n",
       "      <td>-0.330789</td>\n",
       "      <td>-1.002144</td>\n",
       "      <td>-1.103670</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>0.420476</td>\n",
       "      <td>0.317453</td>\n",
       "      <td>0.268370</td>\n",
       "      <td>-0.332860</td>\n",
       "      <td>-1.202150</td>\n",
       "      <td>-0.395681</td>\n",
       "      <td>-0.210342</td>\n",
       "      <td>-0.529332</td>\n",
       "      <td>-0.801985</td>\n",
       "      <td>-0.093387</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>0.724606</td>\n",
       "      <td>-1.189232</td>\n",
       "      <td>0.162167</td>\n",
       "      <td>1.053986</td>\n",
       "      <td>0.189328</td>\n",
       "      <td>0.297244</td>\n",
       "      <td>0.554729</td>\n",
       "      <td>-0.704728</td>\n",
       "      <td>-2.363281</td>\n",
       "      <td>0.572006</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>0.184701</td>\n",
       "      <td>1.033881</td>\n",
       "      <td>0.556651</td>\n",
       "      <td>-0.407460</td>\n",
       "      <td>-0.574101</td>\n",
       "      <td>0.536414</td>\n",
       "      <td>-1.432457</td>\n",
       "      <td>0.123480</td>\n",
       "      <td>1.081295</td>\n",
       "      <td>0.907962</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>-1.093553</td>\n",
       "      <td>-1.226179</td>\n",
       "      <td>-0.931376</td>\n",
       "      <td>2.196646</td>\n",
       "      <td>0.681743</td>\n",
       "      <td>0.962503</td>\n",
       "      <td>1.259929</td>\n",
       "      <td>-0.001714</td>\n",
       "      <td>1.323131</td>\n",
       "      <td>0.767479</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>0.899733</td>\n",
       "      <td>-1.776235</td>\n",
       "      <td>0.776456</td>\n",
       "      <td>0.408653</td>\n",
       "      <td>-0.369277</td>\n",
       "      <td>0.143388</td>\n",
       "      <td>-1.067639</td>\n",
       "      <td>-1.352670</td>\n",
       "      <td>-1.055437</td>\n",
       "      <td>-1.029372</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>-0.220004</td>\n",
       "      <td>1.900268</td>\n",
       "      <td>0.295630</td>\n",
       "      <td>1.023057</td>\n",
       "      <td>-1.348177</td>\n",
       "      <td>0.015682</td>\n",
       "      <td>-1.221708</td>\n",
       "      <td>0.391128</td>\n",
       "      <td>1.844323</td>\n",
       "      <td>1.643542</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>-0.147018</td>\n",
       "      <td>-0.412479</td>\n",
       "      <td>0.212048</td>\n",
       "      <td>-0.738697</td>\n",
       "      <td>-0.817682</td>\n",
       "      <td>-1.133830</td>\n",
       "      <td>-0.860672</td>\n",
       "      <td>2.022590</td>\n",
       "      <td>1.279826</td>\n",
       "      <td>-1.627005</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>0.565500</td>\n",
       "      <td>0.499864</td>\n",
       "      <td>0.442695</td>\n",
       "      <td>-1.399306</td>\n",
       "      <td>-0.818429</td>\n",
       "      <td>1.532368</td>\n",
       "      <td>-0.532608</td>\n",
       "      <td>-2.100027</td>\n",
       "      <td>-0.811449</td>\n",
       "      <td>0.367649</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>0.211607</td>\n",
       "      <td>-0.596974</td>\n",
       "      <td>0.297061</td>\n",
       "      <td>-2.390304</td>\n",
       "      <td>0.379153</td>\n",
       "      <td>1.230222</td>\n",
       "      <td>-0.600638</td>\n",
       "      <td>0.913474</td>\n",
       "      <td>0.125709</td>\n",
       "      <td>-0.412221</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>0.538373</td>\n",
       "      <td>0.075576</td>\n",
       "      <td>0.605901</td>\n",
       "      <td>1.048864</td>\n",
       "      <td>-0.063574</td>\n",
       "      <td>-1.450928</td>\n",
       "      <td>-1.070376</td>\n",
       "      <td>0.775115</td>\n",
       "      <td>-0.169895</td>\n",
       "      <td>-0.029216</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>0.380451</td>\n",
       "      <td>1.748137</td>\n",
       "      <td>0.708075</td>\n",
       "      <td>1.040062</td>\n",
       "      <td>0.082833</td>\n",
       "      <td>-0.728172</td>\n",
       "      <td>-1.611273</td>\n",
       "      <td>-1.334611</td>\n",
       "      <td>0.794473</td>\n",
       "      <td>-0.739771</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>-0.291755</td>\n",
       "      <td>-0.477840</td>\n",
       "      <td>-0.241559</td>\n",
       "      <td>-0.044607</td>\n",
       "      <td>-0.435790</td>\n",
       "      <td>-0.841450</td>\n",
       "      <td>0.314983</td>\n",
       "      <td>-1.934088</td>\n",
       "      <td>0.375642</td>\n",
       "      <td>1.342180</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>-0.175619</td>\n",
       "      <td>-1.130204</td>\n",
       "      <td>-0.351105</td>\n",
       "      <td>2.411677</td>\n",
       "      <td>-0.122709</td>\n",
       "      <td>0.093372</td>\n",
       "      <td>0.817847</td>\n",
       "      <td>0.602118</td>\n",
       "      <td>-0.445974</td>\n",
       "      <td>1.516394</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>0.425003</td>\n",
       "      <td>0.486036</td>\n",
       "      <td>0.297026</td>\n",
       "      <td>-1.547304</td>\n",
       "      <td>0.556553</td>\n",
       "      <td>-1.335482</td>\n",
       "      <td>-0.291303</td>\n",
       "      <td>-0.471125</td>\n",
       "      <td>-0.726432</td>\n",
       "      <td>1.082691</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>0.836180</td>\n",
       "      <td>0.343788</td>\n",
       "      <td>0.765724</td>\n",
       "      <td>-0.048652</td>\n",
       "      <td>-0.963759</td>\n",
       "      <td>-0.957151</td>\n",
       "      <td>-1.126952</td>\n",
       "      <td>-0.758495</td>\n",
       "      <td>-0.836759</td>\n",
       "      <td>0.032797</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>1.223976</td>\n",
       "      <td>-0.451159</td>\n",
       "      <td>1.147815</td>\n",
       "      <td>0.551741</td>\n",
       "      <td>-1.519346</td>\n",
       "      <td>-2.832156</td>\n",
       "      <td>-1.731974</td>\n",
       "      <td>-0.463161</td>\n",
       "      <td>-1.136700</td>\n",
       "      <td>1.200262</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>-0.628254</td>\n",
       "      <td>-0.004073</td>\n",
       "      <td>-0.543567</td>\n",
       "      <td>-0.041260</td>\n",
       "      <td>-1.029696</td>\n",
       "      <td>-0.484017</td>\n",
       "      <td>0.749751</td>\n",
       "      <td>-2.014901</td>\n",
       "      <td>0.732428</td>\n",
       "      <td>0.749745</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>-1.389753</td>\n",
       "      <td>-0.714065</td>\n",
       "      <td>-1.174682</td>\n",
       "      <td>1.178419</td>\n",
       "      <td>1.299150</td>\n",
       "      <td>0.667548</td>\n",
       "      <td>1.573807</td>\n",
       "      <td>-1.235703</td>\n",
       "      <td>1.710814</td>\n",
       "      <td>-0.299515</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>0.631813</td>\n",
       "      <td>0.209659</td>\n",
       "      <td>0.501004</td>\n",
       "      <td>-0.491636</td>\n",
       "      <td>1.800511</td>\n",
       "      <td>1.238946</td>\n",
       "      <td>-0.614600</td>\n",
       "      <td>-0.973546</td>\n",
       "      <td>-0.885704</td>\n",
       "      <td>0.807123</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>0.059618</td>\n",
       "      <td>-1.254161</td>\n",
       "      <td>0.046529</td>\n",
       "      <td>-0.555017</td>\n",
       "      <td>-0.276889</td>\n",
       "      <td>-0.671721</td>\n",
       "      <td>-0.055715</td>\n",
       "      <td>2.091094</td>\n",
       "      <td>-0.086013</td>\n",
       "      <td>-1.402369</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>-0.770587</td>\n",
       "      <td>0.079915</td>\n",
       "      <td>-0.646999</td>\n",
       "      <td>0.320930</td>\n",
       "      <td>-0.654770</td>\n",
       "      <td>-0.510608</td>\n",
       "      <td>0.859397</td>\n",
       "      <td>0.723038</td>\n",
       "      <td>0.962777</td>\n",
       "      <td>-0.987866</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>-0.846262</td>\n",
       "      <td>-0.742386</td>\n",
       "      <td>-0.720680</td>\n",
       "      <td>-0.115997</td>\n",
       "      <td>0.548067</td>\n",
       "      <td>-1.339489</td>\n",
       "      <td>0.974773</td>\n",
       "      <td>-0.113813</td>\n",
       "      <td>1.024183</td>\n",
       "      <td>1.897887</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>-1.963084</td>\n",
       "      <td>0.551017</td>\n",
       "      <td>-1.676450</td>\n",
       "      <td>-0.733482</td>\n",
       "      <td>-1.347254</td>\n",
       "      <td>-0.898800</td>\n",
       "      <td>2.275485</td>\n",
       "      <td>-1.627312</td>\n",
       "      <td>2.360520</td>\n",
       "      <td>-0.300826</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>-0.080345</td>\n",
       "      <td>-1.690672</td>\n",
       "      <td>-0.195868</td>\n",
       "      <td>-0.978500</td>\n",
       "      <td>0.279084</td>\n",
       "      <td>0.291564</td>\n",
       "      <td>0.481787</td>\n",
       "      <td>-0.305611</td>\n",
       "      <td>-0.319168</td>\n",
       "      <td>2.755218</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>-0.247140</td>\n",
       "      <td>2.388372</td>\n",
       "      <td>-0.435536</td>\n",
       "      <td>1.184257</td>\n",
       "      <td>0.081278</td>\n",
       "      <td>-0.037893</td>\n",
       "      <td>0.972072</td>\n",
       "      <td>0.111799</td>\n",
       "      <td>-0.436275</td>\n",
       "      <td>0.722827</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>-1.464015</td>\n",
       "      <td>-0.269952</td>\n",
       "      <td>-1.259665</td>\n",
       "      <td>-1.543451</td>\n",
       "      <td>-0.287906</td>\n",
       "      <td>0.245039</td>\n",
       "      <td>1.725746</td>\n",
       "      <td>0.103538</td>\n",
       "      <td>1.729655</td>\n",
       "      <td>1.594178</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>0.034013</td>\n",
       "      <td>-0.407036</td>\n",
       "      <td>-0.191593</td>\n",
       "      <td>0.686318</td>\n",
       "      <td>0.014273</td>\n",
       "      <td>-0.953939</td>\n",
       "      <td>0.634444</td>\n",
       "      <td>0.584413</td>\n",
       "      <td>-0.761795</td>\n",
       "      <td>0.105894</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>0.340635</td>\n",
       "      <td>0.033719</td>\n",
       "      <td>0.391994</td>\n",
       "      <td>0.268594</td>\n",
       "      <td>-1.249820</td>\n",
       "      <td>-0.265238</td>\n",
       "      <td>-0.703606</td>\n",
       "      <td>1.196911</td>\n",
       "      <td>-0.079287</td>\n",
       "      <td>-1.114822</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>0.283206</td>\n",
       "      <td>0.590744</td>\n",
       "      <td>0.373549</td>\n",
       "      <td>-0.220114</td>\n",
       "      <td>-0.016568</td>\n",
       "      <td>0.683325</td>\n",
       "      <td>-0.730491</td>\n",
       "      <td>-0.371779</td>\n",
       "      <td>0.089743</td>\n",
       "      <td>0.063649</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>1.990320</td>\n",
       "      <td>-1.585983</td>\n",
       "      <td>1.889460</td>\n",
       "      <td>-1.879924</td>\n",
       "      <td>1.021383</td>\n",
       "      <td>2.088443</td>\n",
       "      <td>-2.886585</td>\n",
       "      <td>0.389614</td>\n",
       "      <td>-1.773298</td>\n",
       "      <td>1.870965</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>-0.815788</td>\n",
       "      <td>1.448820</td>\n",
       "      <td>-0.195969</td>\n",
       "      <td>-0.315082</td>\n",
       "      <td>-1.040199</td>\n",
       "      <td>0.698816</td>\n",
       "      <td>-0.583624</td>\n",
       "      <td>1.466783</td>\n",
       "      <td>2.616904</td>\n",
       "      <td>-0.241431</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>-1.491098</td>\n",
       "      <td>0.948143</td>\n",
       "      <td>-1.282355</td>\n",
       "      <td>-0.305954</td>\n",
       "      <td>-0.421357</td>\n",
       "      <td>0.621347</td>\n",
       "      <td>1.755801</td>\n",
       "      <td>1.274440</td>\n",
       "      <td>1.763653</td>\n",
       "      <td>-1.236478</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>-0.209193</td>\n",
       "      <td>0.797844</td>\n",
       "      <td>-0.038942</td>\n",
       "      <td>-1.859337</td>\n",
       "      <td>-0.256341</td>\n",
       "      <td>-0.538048</td>\n",
       "      <td>-0.184204</td>\n",
       "      <td>0.558336</td>\n",
       "      <td>0.708010</td>\n",
       "      <td>0.045491</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>1.452769</td>\n",
       "      <td>1.135620</td>\n",
       "      <td>1.393066</td>\n",
       "      <td>-1.106294</td>\n",
       "      <td>0.932192</td>\n",
       "      <td>-0.236555</td>\n",
       "      <td>-2.149471</td>\n",
       "      <td>-0.608590</td>\n",
       "      <td>-1.248892</td>\n",
       "      <td>-0.824514</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>1.194306</td>\n",
       "      <td>0.995582</td>\n",
       "      <td>0.892443</td>\n",
       "      <td>1.703173</td>\n",
       "      <td>-0.181449</td>\n",
       "      <td>-0.106337</td>\n",
       "      <td>-0.995021</td>\n",
       "      <td>-1.786375</td>\n",
       "      <td>-1.852615</td>\n",
       "      <td>-1.638029</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>0.497165</td>\n",
       "      <td>-1.582428</td>\n",
       "      <td>0.499244</td>\n",
       "      <td>0.816837</td>\n",
       "      <td>1.673364</td>\n",
       "      <td>-0.589452</td>\n",
       "      <td>-0.804341</td>\n",
       "      <td>-0.436155</td>\n",
       "      <td>-0.353844</td>\n",
       "      <td>-1.380599</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>-0.869241</td>\n",
       "      <td>-0.404795</td>\n",
       "      <td>-0.725594</td>\n",
       "      <td>1.132805</td>\n",
       "      <td>1.030250</td>\n",
       "      <td>-0.380037</td>\n",
       "      <td>0.956483</td>\n",
       "      <td>0.644690</td>\n",
       "      <td>1.099875</td>\n",
       "      <td>1.597397</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>0.323728</td>\n",
       "      <td>-0.570314</td>\n",
       "      <td>0.448578</td>\n",
       "      <td>-1.179108</td>\n",
       "      <td>-0.382452</td>\n",
       "      <td>-1.975963</td>\n",
       "      <td>-0.900922</td>\n",
       "      <td>-1.190408</td>\n",
       "      <td>0.173092</td>\n",
       "      <td>0.033903</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>-0.519163</td>\n",
       "      <td>-1.162066</td>\n",
       "      <td>-0.095318</td>\n",
       "      <td>1.582117</td>\n",
       "      <td>2.291911</td>\n",
       "      <td>1.867462</td>\n",
       "      <td>-0.461192</td>\n",
       "      <td>0.129187</td>\n",
       "      <td>1.761426</td>\n",
       "      <td>-0.399465</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>-0.048267</td>\n",
       "      <td>-0.668345</td>\n",
       "      <td>-0.367493</td>\n",
       "      <td>-0.061076</td>\n",
       "      <td>0.540909</td>\n",
       "      <td>0.876169</td>\n",
       "      <td>1.052441</td>\n",
       "      <td>-2.498061</td>\n",
       "      <td>-1.007995</td>\n",
       "      <td>-1.058441</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>-0.353476</td>\n",
       "      <td>0.257199</td>\n",
       "      <td>-0.734994</td>\n",
       "      <td>-0.240665</td>\n",
       "      <td>0.586166</td>\n",
       "      <td>-0.412414</td>\n",
       "      <td>1.732576</td>\n",
       "      <td>-0.325611</td>\n",
       "      <td>-0.990127</td>\n",
       "      <td>0.007880</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>-0.057790</td>\n",
       "      <td>-0.649827</td>\n",
       "      <td>-0.672624</td>\n",
       "      <td>0.084168</td>\n",
       "      <td>0.526537</td>\n",
       "      <td>-0.477411</td>\n",
       "      <td>1.970562</td>\n",
       "      <td>0.479827</td>\n",
       "      <td>-1.966929</td>\n",
       "      <td>0.012829</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Predict\n",
    "Y_pred = knn.predict(X_test_scaled)\n",
    "\n",
    "# Evaluate\n",
    "accuracy = accuracy_score(Y_test, Y_pred)\n",
    "print(f\"Accuracy: {accuracy * 100:.4f}%\")\n",
    "\n",
    "# Print the test set, along with the predicted and true target values\n",
    "# Convert the test set to DataFrame \n",
    "df_test = pd.DataFrame(X_test)\n",
    "df_test['true target'] = Y_test\n",
    "df_test['pred target'] = Y_pred\n",
    "# Convert DataFrame to an interactive HTML table with scrollable output\n",
    "html = df_test.to_html(max_rows=20, max_cols=10)\n",
    "display(HTML('<style> .dataframe {max-height: 300px; overflow-y: scroll; display: block; } </style>'))\n",
    "display(HTML(df_test.to_html()))\n",
    "# display(df_test) # simpler option if the above doesn't work"
   ]
  }
 ],
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