PMI_sorted.ipynb

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  {
   "cell_type": "code",
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   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1009</th>\n",
       "      <th>2475</th>\n",
       "      <th>2510</th>\n",
       "      <th>1843</th>\n",
       "      <th>165</th>\n",
       "      <th>154884</th>\n",
       "      <th>43748</th>\n",
       "      <th>809</th>\n",
       "      <th>332</th>\n",
       "      <th>2334</th>\n",
       "      <th>...</th>\n",
       "      <th>8083</th>\n",
       "      <th>950</th>\n",
       "      <th>5577</th>\n",
       "      <th>828259</th>\n",
       "      <th>102852</th>\n",
       "      <th>974071</th>\n",
       "      <th>5382</th>\n",
       "      <th>335</th>\n",
       "      <th>364326</th>\n",
       "      <th>426065</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19105</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19106</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19107</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19108</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19109</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19110</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19111</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19112</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19113</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19114</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19115</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19116</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19117</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19118</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19119</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19120</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19121</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19122</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19123</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19124</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19125</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19126</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19127</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19128</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19129</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19130</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19131</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19132</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19133</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19134</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19135 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       1009  2475  2510  1843  165  154884  43748  809  332  2334   ...    \\\n",
       "0         1     0     0     0    0       0      0    0    0     0   ...     \n",
       "1         0     1     0     0    0       0      0    0    0     0   ...     \n",
       "2         0     0     1     0    0       0      0    0    0     0   ...     \n",
       "3         0     0     0     0    0       1      0    0    0     0   ...     \n",
       "4         0     0     0     0    0       1      0    0    0     0   ...     \n",
       "5         0     0     0     1    0       0      0    0    0     0   ...     \n",
       "6         0     0     0     0    1       0      0    0    0     0   ...     \n",
       "7         0     0     0     0    0       1      0    0    0     0   ...     \n",
       "8         0     0     0     0    0       1      0    0    0     0   ...     \n",
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       "...     ...   ...   ...   ...  ...     ...    ...  ...  ...   ...   ...     \n",
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       "19130     0     0     0     0    0       0      0    0    0     1   ...     \n",
       "19131     0     0     0     0    0       0      0    0    0     0   ...     \n",
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       "19134     0     0     0     0    0       0      0    0    0     1   ...     \n",
       "\n",
       "       8083  950  5577  828259  102852  974071  5382  335  364326  426065  \n",
       "0         0    0     0       0       0       0     0    0       0       0  \n",
       "1         0    0     0       0       0       0     0    0       0       0  \n",
       "2         0    0     0       0       0       0     0    0       0       0  \n",
       "3         0    0     0       0       0       0     0    0       0       0  \n",
       "4         0    0     0       0       0       0     0    0       0       0  \n",
       "5         0    0     0       0       0       0     0    0       0       0  \n",
       "6         0    0     0       0       0       0     0    0       0       0  \n",
       "7         0    0     0       0       0       0     0    0       0       0  \n",
       "8         0    0     0       0       0       0     0    0       0       0  \n",
       "9         0    0     0       0       0       0     0    0       0       0  \n",
       "10        0    0     0       0       0       0     0    0       0       0  \n",
       "11        0    0     0       0       0       0     0    0       0       0  \n",
       "12        0    0     0       0       0       0     0    0       0       0  \n",
       "13        0    0     0       0       0       0     0    0       0       0  \n",
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       "16        0    1     0       0       0       0     0    0       0       0  \n",
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       "18        0    0     0       0       0       1     0    0       0       0  \n",
       "19        0    0     0       0       0       0     0    0       0       0  \n",
       "20        0    0     0       0       0       0     0    0       0       0  \n",
       "21        0    0     0       0       0       0     0    0       0       0  \n",
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       "23        0    0     0       0       0       0     0    0       0       0  \n",
       "24        0    0     0       0       0       0     0    0       0       0  \n",
       "25        0    0     0       0       0       0     0    0       0       0  \n",
       "26        0    0     0       0       0       0     0    0       0       0  \n",
       "27        0    0     0       0       0       0     0    0       0       0  \n",
       "28        0    0     0       0       0       0     0    0       0       0  \n",
       "29        0    0     0       0       0       0     0    0       0       0  \n",
       "...     ...  ...   ...     ...     ...     ...   ...  ...     ...     ...  \n",
       "19105     0    0     0       0       0       0     0    0       0       0  \n",
       "19106     0    0     0       0       0       0     0    0       0       0  \n",
       "19107     0    0     0       0       0       0     0    0       0       0  \n",
       "19108     0    0     0       1       0       0     0    0       0       0  \n",
       "19109     0    0     0       0       0       0     0    0       0       0  \n",
       "19110     0    0     0       0       0       0     0    0       0       0  \n",
       "19111     0    0     0       0       0       0     0    0       0       0  \n",
       "19112     0    0     0       0       0       0     0    0       0       0  \n",
       "19113     0    0     0       0       0       0     0    0       0       0  \n",
       "19114     0    0     0       0       0       0     0    0       0       0  \n",
       "19115     0    0     0       0       0       0     0    0       0       0  \n",
       "19116     0    0     0       0       0       0     0    0       0       0  \n",
       "19117     0    0     0       0       0       0     0    0       0       0  \n",
       "19118     0    0     0       0       0       0     0    0       0       0  \n",
       "19119     0    0     0       0       0       0     0    0       0       0  \n",
       "19120     0    0     0       0       0       0     0    0       0       0  \n",
       "19121     0    0     0       0       0       0     0    0       0       0  \n",
       "19122     0    0     0       0       0       0     0    0       0       0  \n",
       "19123     0    0     0       0       0       0     0    0       0       0  \n",
       "19124     0    0     0       0       0       0     0    0       0       0  \n",
       "19125     0    0     0       0       0       0     0    0       0       0  \n",
       "19126     0    0     1       0       0       0     0    0       0       0  \n",
       "19127     0    0     0       0       0       0     0    0       0       0  \n",
       "19128     0    0     0       0       0       0     0    0       0       0  \n",
       "19129     0    0     0       0       0       0     0    0       0       0  \n",
       "19130     0    0     0       0       0       0     0    0       0       0  \n",
       "19131     0    0     0       0       0       0     0    0       0       0  \n",
       "19132     0    0     0       0       0       0     0    0       0       0  \n",
       "19133     0    0     0       0       0       0     0    0       0       0  \n",
       "19134     0    0     0       0       0       0     0    0       0       0  \n",
       "\n",
       "[19135 rows x 50 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# load packages and data\n",
    "import pandas as pd\n",
    "from math import log\n",
    "datamat = pd.read_csv('ugBinMat_top50_AllData_labeled.txt', sep = '\\t')\n",
    "#col_names = pd.read_csv('ugBinMat_groups.txt', sep = ' ', header=None)\n",
    "datamat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2475</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>154884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>43748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>809</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>23323</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>193494</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1261</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>76430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>109</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>4603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>233190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>8726</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>147547</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>2108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>15349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>17036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>51387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>11525</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>42844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>166260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>646363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>4527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>117528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>25529</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>984</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>8083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>5577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>828259</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>102852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>974071</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>5382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>335</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>364326</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>426065</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         0\n",
       "0     1009\n",
       "1     2475\n",
       "2     2510\n",
       "3     1843\n",
       "4      165\n",
       "5   154884\n",
       "6    43748\n",
       "7      809\n",
       "8      332\n",
       "9     2334\n",
       "10   23323\n",
       "11  193494\n",
       "12    1261\n",
       "13   76430\n",
       "14    2534\n",
       "15     887\n",
       "16     109\n",
       "17    4603\n",
       "18    1431\n",
       "19     763\n",
       "20  233190\n",
       "21    8726\n",
       "22  147547\n",
       "23     233\n",
       "24    1340\n",
       "25    2108\n",
       "26   15349\n",
       "27   17036\n",
       "28   51387\n",
       "29    1728\n",
       "30   11525\n",
       "31   42844\n",
       "32      68\n",
       "33     649\n",
       "34  166260\n",
       "35  646363\n",
       "36    4527\n",
       "37  117528\n",
       "38   25529\n",
       "39     984\n",
       "40    8083\n",
       "41     950\n",
       "42    5577\n",
       "43  828259\n",
       "44  102852\n",
       "45  974071\n",
       "46    5382\n",
       "47     335\n",
       "48  364326\n",
       "49  426065"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#col_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index([u'1009', u'2475', u'2510', u'1843', u'165', u'154884', u'43748', u'809',\n",
      "       u'332', u'2334', u'23323', u'193494', u'1261', u'76430', u'2534',\n",
      "       u'887', u'109', u'4603', u'1431', u'763', u'233190', u'8726', u'147547',\n",
      "       u'233', u'1340', u'2108', u'15349', u'17036', u'51387', u'1728',\n",
      "       u'11525', u'42844', u'68', u'649', u'166260', u'646363', u'4527',\n",
      "       u'117528', u'25529', u'984', u'8083', u'950', u'5577', u'828259',\n",
      "       u'102852', u'974071', u'5382', u'335', u'364326', u'426065'],\n",
      "      dtype='object')\n"
     ]
    }
   ],
   "source": [
    "#print datamat.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#datamat.columns = col_names[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
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       "      <td>0</td>\n",
       "      <td>1</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <th>7</th>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19105</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19106</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19107</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19108</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19109</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19110</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19111</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19112</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19113</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19114</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19115</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19116</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19117</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19118</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19119</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19120</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19121</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19122</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19123</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19124</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19125</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19126</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19127</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19128</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19129</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19130</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19131</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19132</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19133</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19134</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>19135 rows × 50 columns</p>\n",
       "</div>"
      ],
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     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
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  {
   "cell_type": "code",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1261</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2534</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4603</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233190</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8726</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147547</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1340</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2108</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15349</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17036</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51387</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1728</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11525</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42844</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166260</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646363</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4527</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117528</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25529</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8083</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>950</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5577</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>828259</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102852</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974071</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5382</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364326</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426065</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       1009 2475 2510 1843  165 154884 43748  809  332 2334  ...   8083  950  \\\n",
       "1009    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "2475    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "2510    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "1843    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "165     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "154884  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "43748   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "809     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "332     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "2334    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "23323   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "193494  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "1261    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "76430   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "2534    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "887     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "109     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "4603    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "1431    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "763     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "233190  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "8726    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "147547  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "233     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "1340    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "2108    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "15349   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "17036   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "51387   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "1728    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "11525   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "42844   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "68      NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "649     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "166260  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "646363  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "4527    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "117528  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "25529   NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "984     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "8083    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "950     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "5577    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "828259  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "102852  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "974071  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "5382    NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "335     NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "364326  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "426065  NaN  NaN  NaN  NaN  NaN    NaN   NaN  NaN  NaN  NaN  ...    NaN  NaN   \n",
       "\n",
       "       5577 828259 102852 974071 5382  335 364326 426065  \n",
       "1009    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "2475    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "2510    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "1843    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "165     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "154884  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "43748   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "809     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "332     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "2334    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "23323   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "193494  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "1261    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "76430   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "2534    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "887     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "109     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "4603    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "1431    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "763     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "233190  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "8726    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "147547  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "233     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "1340    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "2108    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "15349   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "17036   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "51387   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "1728    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "11525   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "42844   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "68      NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "649     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "166260  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "646363  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "4527    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "117528  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "25529   NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "984     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "8083    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "950     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "5577    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "828259  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "102852  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "974071  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "5382    NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "335     NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "364326  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "426065  NaN    NaN    NaN    NaN  NaN  NaN    NaN    NaN  \n",
       "\n",
       "[50 rows x 50 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "crossmat = pd.DataFrame(index=datamat.columns, columns=datamat.columns)\n",
    "indexLen = len(datamat.index)\n",
    "crossmat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'2475': 0.036686699764828849, '23323': 0.022419649856284297, '1340': 0.027384374183433501, '763': 0.02937026391429318, '1261': 0.019022733211392737, '25529': 0.021060883198327673, '332': 0.024196498562842957, '11525': 0.013483146067415731, '15349': 0.0085706819963417818, '68': 0.023360334465638882, '887': 0.029997386987196239, '426065': 0.00015678076822576431, '117528': 0.19153383851580874, '233': 0.075986412333420433, '166260': 0.015991638359027959, '974071': 0.022524170368434807, '950': 0.015887117846877449, '828259': 0.024039717794617194, '335': 0.027959237000261303, '193494': 0.052730598379932062, '43748': 0.031408413901228116, '233190': 0.016880062712307291, '364326': 0.00057486281682780243, '5382': 0.018186569114188658, '646363': 0.030781290828325057, '147547': 0.012803762738437419, '17036': 0.032453619022733214, '76430': 0.018500130650640188, '51387': 0.015887117846877449, '109': 0.070185523909067155, '984': 0.027488894695584007, '42844': 0.016200679383328979, '165': 0.018134308858113405, '4603': 0.069715181604389859, '102852': 0.018604651162790697, '154884': 0.089312777632610404, '2334': 0.023517115233864645, '1728': 0.01128821531225503, '1431': 0.085393258426966295, '1843': 0.034700810033969166, '8083': 0.015939378102952706, '4527': 0.0096158871178468781, '809': 0.023517115233864645, '2108': 0.02226286908805853, '1009': 0.014998693493598119, '649': 0.019440815259994772, '2510': 0.027123072903057224, '5577': 0.018395610138489678, '2534': 0.021217663966553436, '8726': 0.035380193362947482}\n"
     ]
    }
   ],
   "source": [
    "sing_probs = dict()\n",
    "for x in datamat:\n",
    "    sing_probs[str(x)] = sum(datamat[x])/float(indexLen)\n",
    "print sing_probs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1009</th>\n",
       "      <th>2475</th>\n",
       "      <th>2510</th>\n",
       "      <th>1843</th>\n",
       "      <th>165</th>\n",
       "      <th>154884</th>\n",
       "      <th>43748</th>\n",
       "      <th>809</th>\n",
       "      <th>332</th>\n",
       "      <th>2334</th>\n",
       "      <th>...</th>\n",
       "      <th>8083</th>\n",
       "      <th>950</th>\n",
       "      <th>5577</th>\n",
       "      <th>828259</th>\n",
       "      <th>102852</th>\n",
       "      <th>974071</th>\n",
       "      <th>5382</th>\n",
       "      <th>335</th>\n",
       "      <th>364326</th>\n",
       "      <th>426065</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>1</td>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1175889</td>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>0.00182929</td>\n",
       "      <td>0.192407</td>\n",
       "      <td>0.02739463</td>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2475</th>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2510</th>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>1</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1843</th>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154884</th>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43748</th>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809</th>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2334</th>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23323</th>\n",
       "      <td>0.1285402</td>\n",
       "      <td>-0.02620757</td>\n",
       "      <td>-0.08209801</td>\n",
       "      <td>0.1027162</td>\n",
       "      <td>-0.03219676</td>\n",
       "      <td>-0.04290685</td>\n",
       "      <td>0.05754388</td>\n",
       "      <td>-0.04619021</td>\n",
       "      <td>-0.2373308</td>\n",
       "      <td>0.02352426</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09924397</td>\n",
       "      <td>0.08852624</td>\n",
       "      <td>-0.03397009</td>\n",
       "      <td>-0.01777389</td>\n",
       "      <td>0.07782925</td>\n",
       "      <td>-0.0590679</td>\n",
       "      <td>0.06999474</td>\n",
       "      <td>-0.06805438</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193494</th>\n",
       "      <td>0.1885839</td>\n",
       "      <td>-0.09644988</td>\n",
       "      <td>-0.06012033</td>\n",
       "      <td>0.07380577</td>\n",
       "      <td>-0.07995304</td>\n",
       "      <td>0.005912729</td>\n",
       "      <td>0.0247877</td>\n",
       "      <td>0.1253242</td>\n",
       "      <td>-0.03625953</td>\n",
       "      <td>0.0416011</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2025035</td>\n",
       "      <td>0.1573446</td>\n",
       "      <td>0.01087783</td>\n",
       "      <td>-0.07612095</td>\n",
       "      <td>0.2559046</td>\n",
       "      <td>-0.03345964</td>\n",
       "      <td>0.1308116</td>\n",
       "      <td>-0.09704002</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1870267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1261</th>\n",
       "      <td>0.1189401</td>\n",
       "      <td>-0.014497</td>\n",
       "      <td>-0.1359682</td>\n",
       "      <td>0.1280248</td>\n",
       "      <td>-0.03366931</td>\n",
       "      <td>-0.02829406</td>\n",
       "      <td>-0.0312253</td>\n",
       "      <td>0.04580455</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.0882587</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1624618</td>\n",
       "      <td>0.1629331</td>\n",
       "      <td>-0.03540346</td>\n",
       "      <td>0.03066314</td>\n",
       "      <td>0.2772199</td>\n",
       "      <td>0.02628102</td>\n",
       "      <td>0.1524775</td>\n",
       "      <td>-0.002323918</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76430</th>\n",
       "      <td>0.1751878</td>\n",
       "      <td>-0.06227825</td>\n",
       "      <td>-0.07909108</td>\n",
       "      <td>0.08609897</td>\n",
       "      <td>-0.08683533</td>\n",
       "      <td>-0.003065854</td>\n",
       "      <td>0.02143199</td>\n",
       "      <td>0.06109945</td>\n",
       "      <td>-0.1197555</td>\n",
       "      <td>-0.005119462</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1755797</td>\n",
       "      <td>0.1475356</td>\n",
       "      <td>-0.05751923</td>\n",
       "      <td>-0.08910143</td>\n",
       "      <td>0.1618376</td>\n",
       "      <td>-0.01645576</td>\n",
       "      <td>0.118277</td>\n",
       "      <td>-0.1362542</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2932635</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2534</th>\n",
       "      <td>0.09198696</td>\n",
       "      <td>0.01010015</td>\n",
       "      <td>-0.02633213</td>\n",
       "      <td>0.07972988</td>\n",
       "      <td>-0.1024798</td>\n",
       "      <td>-0.09346621</td>\n",
       "      <td>-0.09345061</td>\n",
       "      <td>0.04231002</td>\n",
       "      <td>-0.1060443</td>\n",
       "      <td>0.0909821</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04304775</td>\n",
       "      <td>0.07154023</td>\n",
       "      <td>-0.02713977</td>\n",
       "      <td>-0.02556144</td>\n",
       "      <td>0.1154564</td>\n",
       "      <td>-0.05223757</td>\n",
       "      <td>0.02583425</td>\n",
       "      <td>-0.07903128</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>-0.06586789</td>\n",
       "      <td>-0.1960342</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03422064</td>\n",
       "      <td>-0.05013918</td>\n",
       "      <td>-0.1571016</td>\n",
       "      <td>-0.02571584</td>\n",
       "      <td>-0.03970224</td>\n",
       "      <td>-0.1749262</td>\n",
       "      <td>0.01474539</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03678144</td>\n",
       "      <td>-0.033421</td>\n",
       "      <td>0.00548278</td>\n",
       "      <td>-0.03038128</td>\n",
       "      <td>0.01581436</td>\n",
       "      <td>0.03007409</td>\n",
       "      <td>-0.03420587</td>\n",
       "      <td>-0.1048494</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>-0.1051474</td>\n",
       "      <td>-0.1587105</td>\n",
       "      <td>-0.2084298</td>\n",
       "      <td>0.01854675</td>\n",
       "      <td>-0.07668111</td>\n",
       "      <td>-0.1650777</td>\n",
       "      <td>-0.09020038</td>\n",
       "      <td>0.006895299</td>\n",
       "      <td>-0.1559583</td>\n",
       "      <td>0.1978577</td>\n",
       "      <td>...</td>\n",
       "      <td>0.06288182</td>\n",
       "      <td>0.07851195</td>\n",
       "      <td>-0.01063743</td>\n",
       "      <td>-0.05667224</td>\n",
       "      <td>0.028318</td>\n",
       "      <td>-0.06725481</td>\n",
       "      <td>0.04225307</td>\n",
       "      <td>-0.1283142</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4603</th>\n",
       "      <td>-0.09178093</td>\n",
       "      <td>-0.1504944</td>\n",
       "      <td>-0.2227213</td>\n",
       "      <td>0.03578031</td>\n",
       "      <td>-0.1290468</td>\n",
       "      <td>-0.2176579</td>\n",
       "      <td>-0.03298596</td>\n",
       "      <td>-0.04616692</td>\n",
       "      <td>-0.271187</td>\n",
       "      <td>0.03937658</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0401296</td>\n",
       "      <td>-0.02343536</td>\n",
       "      <td>-0.0688335</td>\n",
       "      <td>0.004497767</td>\n",
       "      <td>-0.05385382</td>\n",
       "      <td>-0.03363414</td>\n",
       "      <td>-0.03534811</td>\n",
       "      <td>-0.1194269</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1431</th>\n",
       "      <td>0.09632714</td>\n",
       "      <td>-0.08535906</td>\n",
       "      <td>-0.1596016</td>\n",
       "      <td>0.07003974</td>\n",
       "      <td>-0.07152703</td>\n",
       "      <td>-0.09398822</td>\n",
       "      <td>-0.02901026</td>\n",
       "      <td>0.05119883</td>\n",
       "      <td>-0.1714621</td>\n",
       "      <td>-0.001795863</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1640024</td>\n",
       "      <td>0.1064576</td>\n",
       "      <td>-0.04611257</td>\n",
       "      <td>-0.01830451</td>\n",
       "      <td>0.2099165</td>\n",
       "      <td>-0.03165379</td>\n",
       "      <td>0.1051991</td>\n",
       "      <td>-0.0215382</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>-0.04213816</td>\n",
       "      <td>-0.1365097</td>\n",
       "      <td>-0.2215749</td>\n",
       "      <td>0.08777175</td>\n",
       "      <td>-0.00250998</td>\n",
       "      <td>-0.09447096</td>\n",
       "      <td>0.07068748</td>\n",
       "      <td>-0.01309514</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03582922</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09118539</td>\n",
       "      <td>0.051505</td>\n",
       "      <td>0.008314367</td>\n",
       "      <td>0.0493121</td>\n",
       "      <td>0.09449554</td>\n",
       "      <td>0.1336097</td>\n",
       "      <td>0.0896636</td>\n",
       "      <td>-0.01598801</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233190</th>\n",
       "      <td>0.2316605</td>\n",
       "      <td>-0.0359025</td>\n",
       "      <td>-0.06798243</td>\n",
       "      <td>0.009254566</td>\n",
       "      <td>-0.1172311</td>\n",
       "      <td>-0.004571285</td>\n",
       "      <td>-0.1390717</td>\n",
       "      <td>0.1325864</td>\n",
       "      <td>-0.01392516</td>\n",
       "      <td>-0.02923652</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1600041</td>\n",
       "      <td>0.05707525</td>\n",
       "      <td>-0.07800744</td>\n",
       "      <td>-0.07828533</td>\n",
       "      <td>0.3277125</td>\n",
       "      <td>-0.2012811</td>\n",
       "      <td>0.02215616</td>\n",
       "      <td>-0.07166285</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8726</th>\n",
       "      <td>0.2459737</td>\n",
       "      <td>-0.0793983</td>\n",
       "      <td>-0.1576835</td>\n",
       "      <td>0.02689193</td>\n",
       "      <td>-0.108885</td>\n",
       "      <td>-0.02237545</td>\n",
       "      <td>-0.02390908</td>\n",
       "      <td>0.1492992</td>\n",
       "      <td>-0.05337199</td>\n",
       "      <td>-0.008333434</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1522783</td>\n",
       "      <td>0.1402333</td>\n",
       "      <td>-0.1106192</td>\n",
       "      <td>-0.06445128</td>\n",
       "      <td>0.2989805</td>\n",
       "      <td>-0.03249069</td>\n",
       "      <td>0.06274041</td>\n",
       "      <td>-0.1106993</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2275006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147547</th>\n",
       "      <td>0.2376012</td>\n",
       "      <td>-0.07108981</td>\n",
       "      <td>-0.03447945</td>\n",
       "      <td>0.007433861</td>\n",
       "      <td>-0.1512595</td>\n",
       "      <td>0.03202428</td>\n",
       "      <td>-0.05226053</td>\n",
       "      <td>0.2135572</td>\n",
       "      <td>0.09562797</td>\n",
       "      <td>0.005023613</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1387947</td>\n",
       "      <td>0.09260225</td>\n",
       "      <td>-0.1527105</td>\n",
       "      <td>-0.117832</td>\n",
       "      <td>0.3048111</td>\n",
       "      <td>-0.06957004</td>\n",
       "      <td>-0.01273365</td>\n",
       "      <td>-0.1951716</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>-0.07092255</td>\n",
       "      <td>-0.1251139</td>\n",
       "      <td>-0.1434369</td>\n",
       "      <td>0.08415636</td>\n",
       "      <td>-0.07048927</td>\n",
       "      <td>-0.154911</td>\n",
       "      <td>-0.1020111</td>\n",
       "      <td>-0.04150022</td>\n",
       "      <td>-0.1903749</td>\n",
       "      <td>0.02541695</td>\n",
       "      <td>...</td>\n",
       "      <td>0.005230001</td>\n",
       "      <td>0.0294738</td>\n",
       "      <td>-0.05683229</td>\n",
       "      <td>-0.06840535</td>\n",
       "      <td>-0.02412866</td>\n",
       "      <td>-0.05878417</td>\n",
       "      <td>0.03481281</td>\n",
       "      <td>-0.09072141</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1340</th>\n",
       "      <td>-0.05482067</td>\n",
       "      <td>-0.03469343</td>\n",
       "      <td>-0.1496317</td>\n",
       "      <td>0.05417171</td>\n",
       "      <td>-0.03862225</td>\n",
       "      <td>-0.08380427</td>\n",
       "      <td>-0.06593193</td>\n",
       "      <td>0.0543711</td>\n",
       "      <td>-0.2014806</td>\n",
       "      <td>0.131829</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07153916</td>\n",
       "      <td>0.1016172</td>\n",
       "      <td>0.02970535</td>\n",
       "      <td>-0.07424575</td>\n",
       "      <td>0.05012444</td>\n",
       "      <td>-0.02193292</td>\n",
       "      <td>0.07311866</td>\n",
       "      <td>-0.06359388</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2108</th>\n",
       "      <td>0.05927701</td>\n",
       "      <td>-0.08607599</td>\n",
       "      <td>-0.1539218</td>\n",
       "      <td>0.141827</td>\n",
       "      <td>-0.1079687</td>\n",
       "      <td>-0.05767639</td>\n",
       "      <td>-0.01476103</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>-0.1788918</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07721746</td>\n",
       "      <td>0.1006708</td>\n",
       "      <td>-0.07937016</td>\n",
       "      <td>-0.016858</td>\n",
       "      <td>0.09912857</td>\n",
       "      <td>-0.02337216</td>\n",
       "      <td>0.01955836</td>\n",
       "      <td>-0.03657078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15349</th>\n",
       "      <td>-0.09129214</td>\n",
       "      <td>-0.04818034</td>\n",
       "      <td>0.3972405</td>\n",
       "      <td>0.1458671</td>\n",
       "      <td>-0.1105474</td>\n",
       "      <td>-0.2172246</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>0.122311</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02921153</td>\n",
       "      <td>-0.09712882</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1131445</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17036</th>\n",
       "      <td>0.06663353</td>\n",
       "      <td>-0.04986836</td>\n",
       "      <td>-0.08179743</td>\n",
       "      <td>0.06184323</td>\n",
       "      <td>-0.1509896</td>\n",
       "      <td>-0.03102145</td>\n",
       "      <td>-0.01151973</td>\n",
       "      <td>0.1281209</td>\n",
       "      <td>-0.1333779</td>\n",
       "      <td>0.09972319</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2263244</td>\n",
       "      <td>0.1184886</td>\n",
       "      <td>-0.045791</td>\n",
       "      <td>-0.05302561</td>\n",
       "      <td>0.229106</td>\n",
       "      <td>-0.02078254</td>\n",
       "      <td>0.06688465</td>\n",
       "      <td>-0.03967112</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51387</th>\n",
       "      <td>0.1180291</td>\n",
       "      <td>0.009928979</td>\n",
       "      <td>-0.1154074</td>\n",
       "      <td>0.06791542</td>\n",
       "      <td>-0.03785961</td>\n",
       "      <td>-0.01243015</td>\n",
       "      <td>0.006118666</td>\n",
       "      <td>0.04440889</td>\n",
       "      <td>-0.1023745</td>\n",
       "      <td>0.09307981</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1883089</td>\n",
       "      <td>0.09631256</td>\n",
       "      <td>0.04602375</td>\n",
       "      <td>-0.07113028</td>\n",
       "      <td>0.2238106</td>\n",
       "      <td>-0.01637455</td>\n",
       "      <td>0.04749276</td>\n",
       "      <td>-0.06431426</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1728</th>\n",
       "      <td>0.09735732</td>\n",
       "      <td>-0.1502041</td>\n",
       "      <td>-0.1793142</td>\n",
       "      <td>0.1070038</td>\n",
       "      <td>-0.07333322</td>\n",
       "      <td>-0.113142</td>\n",
       "      <td>0.03688643</td>\n",
       "      <td>-0.02820227</td>\n",
       "      <td>-0.03156348</td>\n",
       "      <td>0.08963363</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2985604</td>\n",
       "      <td>-0.05889996</td>\n",
       "      <td>0.02785543</td>\n",
       "      <td>0.01791493</td>\n",
       "      <td>0.1349564</td>\n",
       "      <td>0.003312285</td>\n",
       "      <td>-0.03077327</td>\n",
       "      <td>-0.02288928</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11525</th>\n",
       "      <td>-0.07200644</td>\n",
       "      <td>-0.1695887</td>\n",
       "      <td>-0.09667954</td>\n",
       "      <td>0.05113318</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.05147119</td>\n",
       "      <td>-0.05852749</td>\n",
       "      <td>0.05146036</td>\n",
       "      <td>-0.02690651</td>\n",
       "      <td>0.01806784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04682514</td>\n",
       "      <td>0.2309331</td>\n",
       "      <td>-0.09427855</td>\n",
       "      <td>-0.004109346</td>\n",
       "      <td>0.0971284</td>\n",
       "      <td>-0.1163682</td>\n",
       "      <td>0.03047677</td>\n",
       "      <td>-0.0695927</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42844</th>\n",
       "      <td>-1</td>\n",
       "      <td>-0.2465933</td>\n",
       "      <td>0.1343146</td>\n",
       "      <td>0.07386984</td>\n",
       "      <td>-0.1751267</td>\n",
       "      <td>-0.2283337</td>\n",
       "      <td>-0.1343826</td>\n",
       "      <td>-0.1013546</td>\n",
       "      <td>-0.1442133</td>\n",
       "      <td>-0.02414449</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1620413</td>\n",
       "      <td>-0.1617082</td>\n",
       "      <td>-0.1765778</td>\n",
       "      <td>-0.1038634</td>\n",
       "      <td>-0.0746081</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1130634</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>-0.1319662</td>\n",
       "      <td>-0.2295485</td>\n",
       "      <td>0.08803693</td>\n",
       "      <td>0.08444821</td>\n",
       "      <td>-0.05856735</td>\n",
       "      <td>-0.1944288</td>\n",
       "      <td>-0.2126015</td>\n",
       "      <td>0.03968379</td>\n",
       "      <td>-0.1173987</td>\n",
       "      <td>0.02912094</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08244127</td>\n",
       "      <td>0.03092027</td>\n",
       "      <td>-0.03906481</td>\n",
       "      <td>-0.05416161</td>\n",
       "      <td>0.02439827</td>\n",
       "      <td>-0.176328</td>\n",
       "      <td>-0.1529915</td>\n",
       "      <td>-0.1344576</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>0.1772041</td>\n",
       "      <td>-0.1729254</td>\n",
       "      <td>-0.1091976</td>\n",
       "      <td>0.07877107</td>\n",
       "      <td>-0.03630452</td>\n",
       "      <td>-0.04282986</td>\n",
       "      <td>0.02504675</td>\n",
       "      <td>0.06512135</td>\n",
       "      <td>-0.1641041</td>\n",
       "      <td>0.08519098</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0384983</td>\n",
       "      <td>0.1080706</td>\n",
       "      <td>0.02007638</td>\n",
       "      <td>-0.04946833</td>\n",
       "      <td>0.1081633</td>\n",
       "      <td>0.009331319</td>\n",
       "      <td>0.1493336</td>\n",
       "      <td>-0.06819036</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.288233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166260</th>\n",
       "      <td>-0.01622789</td>\n",
       "      <td>-0.1506315</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.01658634</td>\n",
       "      <td>0.0293522</td>\n",
       "      <td>-0.1579125</td>\n",
       "      <td>-0.02358201</td>\n",
       "      <td>0.01360997</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05687112</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02567544</td>\n",
       "      <td>0.02608251</td>\n",
       "      <td>0.06124767</td>\n",
       "      <td>-0.1023809</td>\n",
       "      <td>-0.1141261</td>\n",
       "      <td>0.01915501</td>\n",
       "      <td>0.009327071</td>\n",
       "      <td>-0.06510911</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646363</th>\n",
       "      <td>0.002426319</td>\n",
       "      <td>-0.1774153</td>\n",
       "      <td>-0.1634326</td>\n",
       "      <td>0.1618035</td>\n",
       "      <td>-0.03715183</td>\n",
       "      <td>-0.1347508</td>\n",
       "      <td>0.07485985</td>\n",
       "      <td>0.06835509</td>\n",
       "      <td>-0.1072349</td>\n",
       "      <td>0.05351944</td>\n",
       "      <td>...</td>\n",
       "      <td>0.173727</td>\n",
       "      <td>0.08497419</td>\n",
       "      <td>0.01384847</td>\n",
       "      <td>0.05031717</td>\n",
       "      <td>0.08765878</td>\n",
       "      <td>0.02643391</td>\n",
       "      <td>0.01539825</td>\n",
       "      <td>0.06918129</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4527</th>\n",
       "      <td>0.1703711</td>\n",
       "      <td>-0.06176108</td>\n",
       "      <td>-0.05809526</td>\n",
       "      <td>0.07290231</td>\n",
       "      <td>-0.05584026</td>\n",
       "      <td>-0.003772754</td>\n",
       "      <td>-0.1157642</td>\n",
       "      <td>0.2641358</td>\n",
       "      <td>-0.01263948</td>\n",
       "      <td>0.0405144</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1910582</td>\n",
       "      <td>0.06506176</td>\n",
       "      <td>-0.05740105</td>\n",
       "      <td>-0.01187227</td>\n",
       "      <td>0.2066021</td>\n",
       "      <td>-0.1442063</td>\n",
       "      <td>-0.0124707</td>\n",
       "      <td>-0.1661307</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117528</th>\n",
       "      <td>-0.1240399</td>\n",
       "      <td>-0.2626125</td>\n",
       "      <td>-0.2336229</td>\n",
       "      <td>-0.07238656</td>\n",
       "      <td>-0.1472439</td>\n",
       "      <td>-0.2882782</td>\n",
       "      <td>-0.1054504</td>\n",
       "      <td>-0.1768463</td>\n",
       "      <td>-0.29859</td>\n",
       "      <td>-0.1316316</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1386314</td>\n",
       "      <td>-0.1556929</td>\n",
       "      <td>-0.1165559</td>\n",
       "      <td>-0.06130369</td>\n",
       "      <td>-0.1562867</td>\n",
       "      <td>-0.06939306</td>\n",
       "      <td>-0.1147683</td>\n",
       "      <td>-0.1742034</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25529</th>\n",
       "      <td>-0.1824824</td>\n",
       "      <td>-0.182062</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05966147</td>\n",
       "      <td>-0.1413727</td>\n",
       "      <td>-0.1809048</td>\n",
       "      <td>-0.2012966</td>\n",
       "      <td>0.01996756</td>\n",
       "      <td>-0.2309895</td>\n",
       "      <td>0.08316233</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08690686</td>\n",
       "      <td>-0.05551713</td>\n",
       "      <td>-0.02622045</td>\n",
       "      <td>-0.1721274</td>\n",
       "      <td>-0.04911067</td>\n",
       "      <td>-0.1263783</td>\n",
       "      <td>-0.02480382</td>\n",
       "      <td>-0.1510521</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>-0.05528244</td>\n",
       "      <td>-0.0995472</td>\n",
       "      <td>-0.1073653</td>\n",
       "      <td>0.05965287</td>\n",
       "      <td>-0.05746406</td>\n",
       "      <td>-0.1120895</td>\n",
       "      <td>-0.04335492</td>\n",
       "      <td>-0.004118014</td>\n",
       "      <td>-0.164958</td>\n",
       "      <td>0.1486597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08134434</td>\n",
       "      <td>0.03683511</td>\n",
       "      <td>0.004357345</td>\n",
       "      <td>-0.09240687</td>\n",
       "      <td>0.0156724</td>\n",
       "      <td>-0.009949854</td>\n",
       "      <td>-0.007961932</td>\n",
       "      <td>-0.130773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8083</th>\n",
       "      <td>0.1175889</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>950</th>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>1</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5577</th>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>828259</th>\n",
       "      <td>0.00182929</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102852</th>\n",
       "      <td>0.192407</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>...</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974071</th>\n",
       "      <td>0.02739463</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5382</th>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364326</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426065</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               1009         2475        2510         1843         165  \\\n",
       "1009              1  -0.06970942 -0.01342053  -0.04455498  -0.1043391   \n",
       "2475    -0.06970942            1  -0.2458416   -0.0860932  -0.2580295   \n",
       "2510    -0.01342053   -0.2458416           1   0.03637576 -0.07667017   \n",
       "1843    -0.04455498   -0.0860932  0.03637576            1 -0.08634295   \n",
       "165      -0.1043391   -0.2580295 -0.07667017  -0.08634295           1   \n",
       "154884  -0.07492721   0.08468312  -0.1832546   -0.1149776    -0.11006   \n",
       "43748   -0.01534239   -0.1449881   -0.193206  -0.05519853 -0.05594778   \n",
       "809      0.03755773  -0.04325794  -0.1081766  0.003433677 -0.05937815   \n",
       "332     -0.01811901   -0.2333852   0.1228496   -0.1641029          -1   \n",
       "2334    -0.03636648  -0.04325794  -0.1973276 -0.005622133 -0.08415028   \n",
       "23323     0.1285402  -0.02620757 -0.08209801    0.1027162 -0.03219676   \n",
       "193494    0.1885839  -0.09644988 -0.06012033   0.07380577 -0.07995304   \n",
       "1261      0.1189401    -0.014497  -0.1359682    0.1280248 -0.03366931   \n",
       "76430     0.1751878  -0.06227825 -0.07909108   0.08609897 -0.08683533   \n",
       "2534     0.09198696   0.01010015 -0.02633213   0.07972988  -0.1024798   \n",
       "887     -0.06586789   -0.1960342          -1   0.03422064 -0.05013918   \n",
       "109      -0.1051474   -0.1587105  -0.2084298   0.01854675 -0.07668111   \n",
       "4603    -0.09178093   -0.1504944  -0.2227213   0.03578031  -0.1290468   \n",
       "1431     0.09632714  -0.08535906  -0.1596016   0.07003974 -0.07152703   \n",
       "763     -0.04213816   -0.1365097  -0.2215749   0.08777175 -0.00250998   \n",
       "233190    0.2316605   -0.0359025 -0.06798243  0.009254566  -0.1172311   \n",
       "8726      0.2459737   -0.0793983  -0.1576835   0.02689193   -0.108885   \n",
       "147547    0.2376012  -0.07108981 -0.03447945  0.007433861  -0.1512595   \n",
       "233     -0.07092255   -0.1251139  -0.1434369   0.08415636 -0.07048927   \n",
       "1340    -0.05482067  -0.03469343  -0.1496317   0.05417171 -0.03862225   \n",
       "2108     0.05927701  -0.08607599  -0.1539218     0.141827  -0.1079687   \n",
       "15349   -0.09129214  -0.04818034   0.3972405    0.1458671  -0.1105474   \n",
       "17036    0.06663353  -0.04986836 -0.08179743   0.06184323  -0.1509896   \n",
       "51387     0.1180291  0.009928979  -0.1154074   0.06791542 -0.03785961   \n",
       "1728     0.09735732   -0.1502041  -0.1793142    0.1070038 -0.07333322   \n",
       "11525   -0.07200644   -0.1695887 -0.09667954   0.05113318          -1   \n",
       "42844            -1   -0.2465933   0.1343146   0.07386984  -0.1751267   \n",
       "68       -0.1319662   -0.2295485  0.08803693   0.08444821 -0.05856735   \n",
       "649       0.1772041   -0.1729254  -0.1091976   0.07877107 -0.03630452   \n",
       "166260  -0.01622789   -0.1506315          -1   0.01658634   0.0293522   \n",
       "646363  0.002426319   -0.1774153  -0.1634326    0.1618035 -0.03715183   \n",
       "4527      0.1703711  -0.06176108 -0.05809526   0.07290231 -0.05584026   \n",
       "117528   -0.1240399   -0.2626125  -0.2336229  -0.07238656  -0.1472439   \n",
       "25529    -0.1824824    -0.182062          -1   0.05966147  -0.1413727   \n",
       "984     -0.05528244   -0.0995472  -0.1073653   0.05965287 -0.05746406   \n",
       "8083      0.1175889  -0.07724948 -0.08576049   0.07620314  0.01008951   \n",
       "950      0.08874767  -0.05885949 -0.08537289    0.1159257  -0.1106172   \n",
       "5577     -0.1058999  -0.09501448  -0.1705315   0.05563757  0.02901862   \n",
       "828259   0.00182929   -0.1474511 -0.07303415  -0.00869558 -0.02216083   \n",
       "102852     0.192407   -0.0964151  -0.1717643   0.05401615   -0.127844   \n",
       "974071   0.02739463   -0.1622183  -0.1926212    0.0346101  -0.1093007   \n",
       "5382      0.1476167  -0.07594132  -0.2276873    0.1467292  -0.1253644   \n",
       "335      -0.1515719   -0.3019417          -1  -0.02981647  -0.1339744   \n",
       "364326           -1           -1          -1           -1          -1   \n",
       "426065           -1           -1          -1           -1          -1   \n",
       "\n",
       "             154884        43748          809         332         2334  \\\n",
       "1009    -0.07492721  -0.01534239   0.03755773 -0.01811901  -0.03636648   \n",
       "2475     0.08468312   -0.1449881  -0.04325794  -0.2333852  -0.04325794   \n",
       "2510     -0.1832546    -0.193206   -0.1081766   0.1228496   -0.1973276   \n",
       "1843     -0.1149776  -0.05519853  0.003433677  -0.1641029 -0.005622133   \n",
       "165        -0.11006  -0.05594778  -0.05937815          -1  -0.08415028   \n",
       "154884            1   -0.1150697  -0.04528275  -0.1878509   -0.1224617   \n",
       "43748    -0.1150697            1 -0.001317244  -0.1801731    -0.045785   \n",
       "809     -0.04528275 -0.001317244            1 -0.07386919  -0.07033905   \n",
       "332      -0.1878509   -0.1801731  -0.07386919           1   -0.1848712   \n",
       "2334     -0.1224617    -0.045785  -0.07033905  -0.1848712            1   \n",
       "23323   -0.04290685   0.05754388  -0.04619021  -0.2373308   0.02352426   \n",
       "193494  0.005912729    0.0247877    0.1253242 -0.03625953    0.0416011   \n",
       "1261    -0.02829406   -0.0312253   0.04580455          -1    0.0882587   \n",
       "76430  -0.003065854   0.02143199   0.06109945  -0.1197555 -0.005119462   \n",
       "2534    -0.09346621  -0.09345061   0.04231002  -0.1060443    0.0909821   \n",
       "887      -0.1571016  -0.02571584  -0.03970224  -0.1749262   0.01474539   \n",
       "109      -0.1650777  -0.09020038  0.006895299  -0.1559583    0.1978577   \n",
       "4603     -0.2176579  -0.03298596  -0.04616692   -0.271187   0.03937658   \n",
       "1431    -0.09398822  -0.02901026   0.05119883  -0.1714621 -0.001795863   \n",
       "763     -0.09447096   0.07068748  -0.01309514          -1   0.03582922   \n",
       "233190 -0.004571285   -0.1390717    0.1325864 -0.01392516  -0.02923652   \n",
       "8726    -0.02237545  -0.02390908    0.1492992 -0.05337199 -0.008333434   \n",
       "147547   0.03202428  -0.05226053    0.2135572  0.09562797  0.005023613   \n",
       "233       -0.154911   -0.1020111  -0.04150022  -0.1903749   0.02541695   \n",
       "1340    -0.08380427  -0.06593193    0.0543711  -0.2014806     0.131829   \n",
       "2108    -0.05767639  -0.01476103   -0.0289172  -0.1788918   -0.0289172   \n",
       "15349    -0.2172246           -1   -0.1369106    0.122311   -0.1369106   \n",
       "17036   -0.03102145  -0.01151973    0.1281209  -0.1333779   0.09972319   \n",
       "51387   -0.01243015  0.006118666   0.04440889  -0.1023745   0.09307981   \n",
       "1728      -0.113142   0.03688643  -0.02820227 -0.03156348   0.08963363   \n",
       "11525   -0.05147119  -0.05852749   0.05146036 -0.02690651   0.01806784   \n",
       "42844    -0.2283337   -0.1343826   -0.1013546  -0.1442133  -0.02414449   \n",
       "68       -0.1944288   -0.2126015   0.03968379  -0.1173987   0.02912094   \n",
       "649     -0.04282986   0.02504675   0.06512135  -0.1641041   0.08519098   \n",
       "166260   -0.1579125  -0.02358201   0.01360997          -1   0.05687112   \n",
       "646363   -0.1347508   0.07485985   0.06835509  -0.1072349   0.05351944   \n",
       "4527   -0.003772754   -0.1157642    0.2641358 -0.01263948    0.0405144   \n",
       "117528   -0.2882782   -0.1054504   -0.1768463    -0.29859   -0.1316316   \n",
       "25529    -0.1809048   -0.2012966   0.01996756  -0.2309895   0.08316233   \n",
       "984      -0.1120895  -0.04335492 -0.004118014   -0.164958    0.1486597   \n",
       "8083    -0.05945402   0.01853048    0.1228182 -0.02565907    0.0439743   \n",
       "950     -0.09173681   0.03099363   0.08197448 -0.07189749   0.03004727   \n",
       "5577    -0.08001959   0.01111349   -0.0611123          -1  -0.03989393   \n",
       "828259   -0.1491033    0.1188181  -0.01040331  -0.1496539  -0.05500689   \n",
       "102852  -0.04209802  -0.09755507    0.1576284 -0.09053356 -0.005843618   \n",
       "974071   -0.1580598   0.05686621  -0.06499174  -0.2378026     0.010965   \n",
       "5382    -0.07837963  -0.04011416   -0.0384773          -1   -0.0384773   \n",
       "335      -0.2069783  -0.08148769   -0.1352471          -1   -0.1352471   \n",
       "364326           -1           -1           -1          -1           -1   \n",
       "426065    0.1335797           -1           -1          -1           -1   \n",
       "\n",
       "          ...             8083          950         5577       828259  \\\n",
       "1009      ...        0.1175889   0.08874767   -0.1058999   0.00182929   \n",
       "2475      ...      -0.07724948  -0.05885949  -0.09501448   -0.1474511   \n",
       "2510      ...      -0.08576049  -0.08537289   -0.1705315  -0.07303415   \n",
       "1843      ...       0.07620314    0.1159257   0.05563757  -0.00869558   \n",
       "165       ...       0.01008951   -0.1106172   0.02901862  -0.02216083   \n",
       "154884    ...      -0.05945402  -0.09173681  -0.08001959   -0.1491033   \n",
       "43748     ...       0.01853048   0.03099363   0.01111349    0.1188181   \n",
       "809       ...        0.1228182   0.08197448   -0.0611123  -0.01040331   \n",
       "332       ...      -0.02565907  -0.07189749           -1   -0.1496539   \n",
       "2334      ...        0.0439743   0.03004727  -0.03989393  -0.05500689   \n",
       "23323     ...       0.09924397   0.08852624  -0.03397009  -0.01777389   \n",
       "193494    ...        0.2025035    0.1573446   0.01087783  -0.07612095   \n",
       "1261      ...        0.1624618    0.1629331  -0.03540346   0.03066314   \n",
       "76430     ...        0.1755797    0.1475356  -0.05751923  -0.08910143   \n",
       "2534      ...       0.04304775   0.07154023  -0.02713977  -0.02556144   \n",
       "887       ...       0.03678144    -0.033421   0.00548278  -0.03038128   \n",
       "109       ...       0.06288182   0.07851195  -0.01063743  -0.05667224   \n",
       "4603      ...       -0.0401296  -0.02343536   -0.0688335  0.004497767   \n",
       "1431      ...        0.1640024    0.1064576  -0.04611257  -0.01830451   \n",
       "763       ...       0.09118539     0.051505  0.008314367    0.0493121   \n",
       "233190    ...        0.1600041   0.05707525  -0.07800744  -0.07828533   \n",
       "8726      ...        0.1522783    0.1402333   -0.1106192  -0.06445128   \n",
       "147547    ...        0.1387947   0.09260225   -0.1527105    -0.117832   \n",
       "233       ...      0.005230001    0.0294738  -0.05683229  -0.06840535   \n",
       "1340      ...       0.07153916    0.1016172   0.02970535  -0.07424575   \n",
       "2108      ...       0.07721746    0.1006708  -0.07937016    -0.016858   \n",
       "15349     ...      -0.02921153  -0.09712882           -1           -1   \n",
       "17036     ...        0.2263244    0.1184886    -0.045791  -0.05302561   \n",
       "51387     ...        0.1883089   0.09631256   0.04602375  -0.07113028   \n",
       "1728      ...        0.2985604  -0.05889996   0.02785543   0.01791493   \n",
       "11525     ...       0.04682514    0.2309331  -0.09427855 -0.004109346   \n",
       "42844     ...       -0.1620413   -0.1617082   -0.1765778   -0.1038634   \n",
       "68        ...       0.08244127   0.03092027  -0.03906481  -0.05416161   \n",
       "649       ...        0.0384983    0.1080706   0.02007638  -0.04946833   \n",
       "166260    ...       0.02567544   0.02608251   0.06124767   -0.1023809   \n",
       "646363    ...         0.173727   0.08497419   0.01384847   0.05031717   \n",
       "4527      ...        0.1910582   0.06506176  -0.05740105  -0.01187227   \n",
       "117528    ...       -0.1386314   -0.1556929   -0.1165559  -0.06130369   \n",
       "25529     ...      -0.08690686  -0.05551713  -0.02622045   -0.1721274   \n",
       "984       ...       0.08134434   0.03683511  0.004357345  -0.09240687   \n",
       "8083      ...                1    0.1229721   0.07647748  -0.04640407   \n",
       "950       ...        0.1229721            1  0.008723255   0.01162772   \n",
       "5577      ...       0.07647748  0.008723255            1   0.05886303   \n",
       "828259    ...      -0.04640407   0.01162772   0.05886303            1   \n",
       "102852    ...         0.174765    0.1255327  -0.01084944   -0.1196565   \n",
       "974071    ...      -0.09457427  0.002786268     0.134809  0.008019307   \n",
       "5382      ...       -0.0125823    0.1693833  -0.08651709  -0.02252448   \n",
       "335       ...        -0.119248   0.05825478   0.09513104  0.001471078   \n",
       "364326    ...               -1           -1           -1           -1   \n",
       "426065    ...               -1           -1           -1           -1   \n",
       "\n",
       "             102852       974071         5382          335 364326     426065  \n",
       "1009       0.192407   0.02739463    0.1476167   -0.1515719     -1         -1  \n",
       "2475     -0.0964151   -0.1622183  -0.07594132   -0.3019417     -1         -1  \n",
       "2510     -0.1717643   -0.1926212   -0.2276873           -1     -1         -1  \n",
       "1843     0.05401615    0.0346101    0.1467292  -0.02981647     -1         -1  \n",
       "165       -0.127844   -0.1093007   -0.1253644   -0.1339744     -1         -1  \n",
       "154884  -0.04209802   -0.1580598  -0.07837963   -0.2069783     -1  0.1335797  \n",
       "43748   -0.09755507   0.05686621  -0.04011416  -0.08148769     -1         -1  \n",
       "809       0.1576284  -0.06499174   -0.0384773   -0.1352471     -1         -1  \n",
       "332     -0.09053356   -0.2378026           -1           -1     -1         -1  \n",
       "2334   -0.005843618     0.010965   -0.0384773   -0.1352471     -1         -1  \n",
       "23323    0.07782925   -0.0590679   0.06999474  -0.06805438     -1         -1  \n",
       "193494    0.2559046  -0.03345964    0.1308116  -0.09704002     -1  0.1870267  \n",
       "1261      0.2772199   0.02628102    0.1524775 -0.002323918     -1         -1  \n",
       "76430     0.1618376  -0.01645576     0.118277   -0.1362542     -1  0.2932635  \n",
       "2534      0.1154564  -0.05223757   0.02583425  -0.07903128     -1         -1  \n",
       "887      0.01581436   0.03007409  -0.03420587   -0.1048494     -1         -1  \n",
       "109        0.028318  -0.06725481   0.04225307   -0.1283142     -1         -1  \n",
       "4603    -0.05385382  -0.03363414  -0.03534811   -0.1194269     -1         -1  \n",
       "1431      0.2099165  -0.03165379    0.1051991   -0.0215382     -1         -1  \n",
       "763      0.09449554    0.1336097    0.0896636  -0.01598801     -1         -1  \n",
       "233190    0.3277125   -0.2012811   0.02215616  -0.07166285     -1         -1  \n",
       "8726      0.2989805  -0.03249069   0.06274041   -0.1106993     -1  0.2275006  \n",
       "147547    0.3048111  -0.06957004  -0.01273365   -0.1951716     -1         -1  \n",
       "233     -0.02412866  -0.05878417   0.03481281  -0.09072141     -1         -1  \n",
       "1340     0.05012444  -0.02193292   0.07311866  -0.06359388     -1         -1  \n",
       "2108     0.09912857  -0.02337216   0.01955836  -0.03657078     -1         -1  \n",
       "15349    -0.1131445           -1           -1           -1     -1         -1  \n",
       "17036      0.229106  -0.02078254   0.06688465  -0.03967112     -1         -1  \n",
       "51387     0.2238106  -0.01637455   0.04749276  -0.06431426     -1         -1  \n",
       "1728      0.1349564  0.003312285  -0.03077327  -0.02288928     -1         -1  \n",
       "11525     0.0971284   -0.1163682   0.03047677   -0.0695927     -1         -1  \n",
       "42844    -0.0746081           -1   -0.1130634           -1     -1         -1  \n",
       "68       0.02439827    -0.176328   -0.1529915   -0.1344576     -1         -1  \n",
       "649       0.1081633  0.009331319    0.1493336  -0.06819036     -1   0.288233  \n",
       "166260   -0.1141261   0.01915501  0.009327071  -0.06510911     -1         -1  \n",
       "646363   0.08765878   0.02643391   0.01539825   0.06918129     -1         -1  \n",
       "4527      0.2066021   -0.1442063   -0.0124707   -0.1661307     -1         -1  \n",
       "117528   -0.1562867  -0.06939306   -0.1147683   -0.1742034     -1         -1  \n",
       "25529   -0.04911067   -0.1263783  -0.02480382   -0.1510521     -1         -1  \n",
       "984       0.0156724 -0.009949854 -0.007961932    -0.130773     -1         -1  \n",
       "8083       0.174765  -0.09457427   -0.0125823    -0.119248     -1         -1  \n",
       "950       0.1255327  0.002786268    0.1693833   0.05825478     -1         -1  \n",
       "5577    -0.01084944     0.134809  -0.08651709   0.09513104     -1         -1  \n",
       "828259   -0.1196565  0.008019307  -0.02252448  0.001471078     -1         -1  \n",
       "102852            1   -0.1122235  -0.03132437   -0.1368973     -1         -1  \n",
       "974071   -0.1122235            1    0.0577501  -0.01222363     -1         -1  \n",
       "5382    -0.03132437    0.0577501            1   0.05039495     -1         -1  \n",
       "335      -0.1368973  -0.01222363   0.05039495            1     -1         -1  \n",
       "364326           -1           -1           -1           -1      1         -1  \n",
       "426065           -1           -1           -1           -1     -1          1  \n",
       "\n",
       "[50 rows x 50 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def PMInum (col1, col2, row_len):\n",
    "    return sum(col1*col2/float(row_len))\n",
    "\n",
    "# calculates the PMI denominator\n",
    "def PMIdenom (col1, col2):\n",
    "    return col1*col2\n",
    "\n",
    "# calculates PMI quotient\n",
    "def PMI (num, denom):\n",
    "    return log(num/denom, 2)\n",
    "\n",
    "column_names= list(crossmat.columns.values)\n",
    "\n",
    "for i in range(0,len(crossmat.columns)):\n",
    "    # Loop through the columns for each column\n",
    "    for j in range(0,len(crossmat.columns)):\n",
    "        #numerator = datamat.ix[:,i]*datamat.ix[:,j]/float(indexLen)\n",
    "        numerator = PMInum(datamat.ix[:,i], datamat.ix[:,j], indexLen) #calculate numerator of PMI\n",
    "        #denominator = sing_probs[column_names[i]]*sing_probs[column_names[j]]\n",
    "        denominator = PMIdenom(sing_probs[column_names[i]], sing_probs[column_names[j]]) #calculate denom. of PMI\n",
    "        if numerator/denominator == 0: #avoid log(0)\n",
    "            crossmat.ix[i,j] = -1\n",
    "        else:\n",
    "            #calculate PMI total\n",
    "            crossmat.ix[i,j] = PMI(numerator, denominator)/(-log(numerator,2))\n",
    "            \n",
    "crossmat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# make a function to do all of this. This function could be cleaner as a series of modular parts.\n",
    "def FileHeadings(filename):\n",
    "    import pandas as pd\n",
    "    data = pd.read_csv(filename) #read in file\n",
    "    data = data.drop('user',1) #drop the user column if necessary\n",
    "    return data\n",
    "\n",
    "def FileNoHeadings(filename):\n",
    "    import pandas as pd\n",
    "    data = pd.read_csv(filename, sep = '\\t')\n",
    "    return data\n",
    "\n",
    "def MakePMI(matrixname):\n",
    "    import pandas as pd\n",
    "    from math import log\n",
    "    data = FileNoHeadings(matrixname)\n",
    "    # create data frame with column names on both axes\n",
    "    crossmat = pd.DataFrame(index=data.columns, columns=data.columns)\n",
    "    indexLen = len(data.index) #number of rows\n",
    "\n",
    "    sing_probs = dict() #establish empty dictionary for singular probabilities\n",
    "    # fill dictionary \n",
    "    for x in data:\n",
    "        sing_probs[x] = sum(data[x])/float(indexLen)\n",
    "    \n",
    "    # Let's define some helper functions\n",
    "\n",
    "    # calculates the PMI numerator\n",
    "    def PMInum (col1, col2, row_len):\n",
    "        return sum(col1*col2/float(row_len))\n",
    "\n",
    "    # calculates the PMI denominator\n",
    "    def PMIdenom (col1, col2):\n",
    "        return col1*col2\n",
    "\n",
    "    # calculates PMI quotient\n",
    "    def PMI (num, denom):\n",
    "        return log(num/denom, 2)\n",
    "    \n",
    "    # now to calculate PMI!!!\n",
    "    column_names= list(crossmat.columns.values) # list of the column names\n",
    "\n",
    "    # Loop through the columns\n",
    "    for i in range(0,len(crossmat.columns)):\n",
    "        # Loop through the columns for each column\n",
    "        for j in range(0,len(crossmat.columns)):\n",
    "            numerator = PMInum(data.ix[:,i], data.ix[:,j], indexLen) #calculate numerator of PMI\n",
    "            denominator = PMIdenom(sing_probs[column_names[i]], sing_probs[column_names[j]]) #calculate denom. of PMI\n",
    "            if numerator/denominator == 0: #avoid log(0)\n",
    "                crossmat.ix[i,j] = -1\n",
    "            else:\n",
    "                #calculate PMI total\n",
    "                crossmat.ix[i,j] = PMI(numerator, denominator)/(-log(numerator,2))\n",
    "    return crossmat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1009</th>\n",
       "      <th>2475</th>\n",
       "      <th>2510</th>\n",
       "      <th>1843</th>\n",
       "      <th>165</th>\n",
       "      <th>154884</th>\n",
       "      <th>43748</th>\n",
       "      <th>809</th>\n",
       "      <th>332</th>\n",
       "      <th>2334</th>\n",
       "      <th>...</th>\n",
       "      <th>8083</th>\n",
       "      <th>950</th>\n",
       "      <th>5577</th>\n",
       "      <th>828259</th>\n",
       "      <th>102852</th>\n",
       "      <th>974071</th>\n",
       "      <th>5382</th>\n",
       "      <th>335</th>\n",
       "      <th>364326</th>\n",
       "      <th>426065</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>1</td>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1175889</td>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>0.00182929</td>\n",
       "      <td>0.192407</td>\n",
       "      <td>0.02739463</td>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2475</th>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>2510</th>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>1</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1843</th>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154884</th>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43748</th>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809</th>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2334</th>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23323</th>\n",
       "      <td>0.1285402</td>\n",
       "      <td>-0.02620757</td>\n",
       "      <td>-0.08209801</td>\n",
       "      <td>0.1027162</td>\n",
       "      <td>-0.03219676</td>\n",
       "      <td>-0.04290685</td>\n",
       "      <td>0.05754388</td>\n",
       "      <td>-0.04619021</td>\n",
       "      <td>-0.2373308</td>\n",
       "      <td>0.02352426</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09924397</td>\n",
       "      <td>0.08852624</td>\n",
       "      <td>-0.03397009</td>\n",
       "      <td>-0.01777389</td>\n",
       "      <td>0.07782925</td>\n",
       "      <td>-0.0590679</td>\n",
       "      <td>0.06999474</td>\n",
       "      <td>-0.06805438</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193494</th>\n",
       "      <td>0.1885839</td>\n",
       "      <td>-0.09644988</td>\n",
       "      <td>-0.06012033</td>\n",
       "      <td>0.07380577</td>\n",
       "      <td>-0.07995304</td>\n",
       "      <td>0.005912729</td>\n",
       "      <td>0.0247877</td>\n",
       "      <td>0.1253242</td>\n",
       "      <td>-0.03625953</td>\n",
       "      <td>0.0416011</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2025035</td>\n",
       "      <td>0.1573446</td>\n",
       "      <td>0.01087783</td>\n",
       "      <td>-0.07612095</td>\n",
       "      <td>0.2559046</td>\n",
       "      <td>-0.03345964</td>\n",
       "      <td>0.1308116</td>\n",
       "      <td>-0.09704002</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1870267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1261</th>\n",
       "      <td>0.1189401</td>\n",
       "      <td>-0.014497</td>\n",
       "      <td>-0.1359682</td>\n",
       "      <td>0.1280248</td>\n",
       "      <td>-0.03366931</td>\n",
       "      <td>-0.02829406</td>\n",
       "      <td>-0.0312253</td>\n",
       "      <td>0.04580455</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.0882587</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1624618</td>\n",
       "      <td>0.1629331</td>\n",
       "      <td>-0.03540346</td>\n",
       "      <td>0.03066314</td>\n",
       "      <td>0.2772199</td>\n",
       "      <td>0.02628102</td>\n",
       "      <td>0.1524775</td>\n",
       "      <td>-0.002323918</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76430</th>\n",
       "      <td>0.1751878</td>\n",
       "      <td>-0.06227825</td>\n",
       "      <td>-0.07909108</td>\n",
       "      <td>0.08609897</td>\n",
       "      <td>-0.08683533</td>\n",
       "      <td>-0.003065854</td>\n",
       "      <td>0.02143199</td>\n",
       "      <td>0.06109945</td>\n",
       "      <td>-0.1197555</td>\n",
       "      <td>-0.005119462</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1755797</td>\n",
       "      <td>0.1475356</td>\n",
       "      <td>-0.05751923</td>\n",
       "      <td>-0.08910143</td>\n",
       "      <td>0.1618376</td>\n",
       "      <td>-0.01645576</td>\n",
       "      <td>0.118277</td>\n",
       "      <td>-0.1362542</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2932635</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2534</th>\n",
       "      <td>0.09198696</td>\n",
       "      <td>0.01010015</td>\n",
       "      <td>-0.02633213</td>\n",
       "      <td>0.07972988</td>\n",
       "      <td>-0.1024798</td>\n",
       "      <td>-0.09346621</td>\n",
       "      <td>-0.09345061</td>\n",
       "      <td>0.04231002</td>\n",
       "      <td>-0.1060443</td>\n",
       "      <td>0.0909821</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04304775</td>\n",
       "      <td>0.07154023</td>\n",
       "      <td>-0.02713977</td>\n",
       "      <td>-0.02556144</td>\n",
       "      <td>0.1154564</td>\n",
       "      <td>-0.05223757</td>\n",
       "      <td>0.02583425</td>\n",
       "      <td>-0.07903128</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>-0.06586789</td>\n",
       "      <td>-0.1960342</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03422064</td>\n",
       "      <td>-0.05013918</td>\n",
       "      <td>-0.1571016</td>\n",
       "      <td>-0.02571584</td>\n",
       "      <td>-0.03970224</td>\n",
       "      <td>-0.1749262</td>\n",
       "      <td>0.01474539</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03678144</td>\n",
       "      <td>-0.033421</td>\n",
       "      <td>0.00548278</td>\n",
       "      <td>-0.03038128</td>\n",
       "      <td>0.01581436</td>\n",
       "      <td>0.03007409</td>\n",
       "      <td>-0.03420587</td>\n",
       "      <td>-0.1048494</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>-0.1051474</td>\n",
       "      <td>-0.1587105</td>\n",
       "      <td>-0.2084298</td>\n",
       "      <td>0.01854675</td>\n",
       "      <td>-0.07668111</td>\n",
       "      <td>-0.1650777</td>\n",
       "      <td>-0.09020038</td>\n",
       "      <td>0.006895299</td>\n",
       "      <td>-0.1559583</td>\n",
       "      <td>0.1978577</td>\n",
       "      <td>...</td>\n",
       "      <td>0.06288182</td>\n",
       "      <td>0.07851195</td>\n",
       "      <td>-0.01063743</td>\n",
       "      <td>-0.05667224</td>\n",
       "      <td>0.028318</td>\n",
       "      <td>-0.06725481</td>\n",
       "      <td>0.04225307</td>\n",
       "      <td>-0.1283142</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4603</th>\n",
       "      <td>-0.09178093</td>\n",
       "      <td>-0.1504944</td>\n",
       "      <td>-0.2227213</td>\n",
       "      <td>0.03578031</td>\n",
       "      <td>-0.1290468</td>\n",
       "      <td>-0.2176579</td>\n",
       "      <td>-0.03298596</td>\n",
       "      <td>-0.04616692</td>\n",
       "      <td>-0.271187</td>\n",
       "      <td>0.03937658</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0401296</td>\n",
       "      <td>-0.02343536</td>\n",
       "      <td>-0.0688335</td>\n",
       "      <td>0.004497767</td>\n",
       "      <td>-0.05385382</td>\n",
       "      <td>-0.03363414</td>\n",
       "      <td>-0.03534811</td>\n",
       "      <td>-0.1194269</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1431</th>\n",
       "      <td>0.09632714</td>\n",
       "      <td>-0.08535906</td>\n",
       "      <td>-0.1596016</td>\n",
       "      <td>0.07003974</td>\n",
       "      <td>-0.07152703</td>\n",
       "      <td>-0.09398822</td>\n",
       "      <td>-0.02901026</td>\n",
       "      <td>0.05119883</td>\n",
       "      <td>-0.1714621</td>\n",
       "      <td>-0.001795863</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1640024</td>\n",
       "      <td>0.1064576</td>\n",
       "      <td>-0.04611257</td>\n",
       "      <td>-0.01830451</td>\n",
       "      <td>0.2099165</td>\n",
       "      <td>-0.03165379</td>\n",
       "      <td>0.1051991</td>\n",
       "      <td>-0.0215382</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>-0.04213816</td>\n",
       "      <td>-0.1365097</td>\n",
       "      <td>-0.2215749</td>\n",
       "      <td>0.08777175</td>\n",
       "      <td>-0.00250998</td>\n",
       "      <td>-0.09447096</td>\n",
       "      <td>0.07068748</td>\n",
       "      <td>-0.01309514</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03582922</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09118539</td>\n",
       "      <td>0.051505</td>\n",
       "      <td>0.008314367</td>\n",
       "      <td>0.0493121</td>\n",
       "      <td>0.09449554</td>\n",
       "      <td>0.1336097</td>\n",
       "      <td>0.0896636</td>\n",
       "      <td>-0.01598801</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233190</th>\n",
       "      <td>0.2316605</td>\n",
       "      <td>-0.0359025</td>\n",
       "      <td>-0.06798243</td>\n",
       "      <td>0.009254566</td>\n",
       "      <td>-0.1172311</td>\n",
       "      <td>-0.004571285</td>\n",
       "      <td>-0.1390717</td>\n",
       "      <td>0.1325864</td>\n",
       "      <td>-0.01392516</td>\n",
       "      <td>-0.02923652</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1600041</td>\n",
       "      <td>0.05707525</td>\n",
       "      <td>-0.07800744</td>\n",
       "      <td>-0.07828533</td>\n",
       "      <td>0.3277125</td>\n",
       "      <td>-0.2012811</td>\n",
       "      <td>0.02215616</td>\n",
       "      <td>-0.07166285</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8726</th>\n",
       "      <td>0.2459737</td>\n",
       "      <td>-0.0793983</td>\n",
       "      <td>-0.1576835</td>\n",
       "      <td>0.02689193</td>\n",
       "      <td>-0.108885</td>\n",
       "      <td>-0.02237545</td>\n",
       "      <td>-0.02390908</td>\n",
       "      <td>0.1492992</td>\n",
       "      <td>-0.05337199</td>\n",
       "      <td>-0.008333434</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1522783</td>\n",
       "      <td>0.1402333</td>\n",
       "      <td>-0.1106192</td>\n",
       "      <td>-0.06445128</td>\n",
       "      <td>0.2989805</td>\n",
       "      <td>-0.03249069</td>\n",
       "      <td>0.06274041</td>\n",
       "      <td>-0.1106993</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2275006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147547</th>\n",
       "      <td>0.2376012</td>\n",
       "      <td>-0.07108981</td>\n",
       "      <td>-0.03447945</td>\n",
       "      <td>0.007433861</td>\n",
       "      <td>-0.1512595</td>\n",
       "      <td>0.03202428</td>\n",
       "      <td>-0.05226053</td>\n",
       "      <td>0.2135572</td>\n",
       "      <td>0.09562797</td>\n",
       "      <td>0.005023613</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1387947</td>\n",
       "      <td>0.09260225</td>\n",
       "      <td>-0.1527105</td>\n",
       "      <td>-0.117832</td>\n",
       "      <td>0.3048111</td>\n",
       "      <td>-0.06957004</td>\n",
       "      <td>-0.01273365</td>\n",
       "      <td>-0.1951716</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>-0.07092255</td>\n",
       "      <td>-0.1251139</td>\n",
       "      <td>-0.1434369</td>\n",
       "      <td>0.08415636</td>\n",
       "      <td>-0.07048927</td>\n",
       "      <td>-0.154911</td>\n",
       "      <td>-0.1020111</td>\n",
       "      <td>-0.04150022</td>\n",
       "      <td>-0.1903749</td>\n",
       "      <td>0.02541695</td>\n",
       "      <td>...</td>\n",
       "      <td>0.005230001</td>\n",
       "      <td>0.0294738</td>\n",
       "      <td>-0.05683229</td>\n",
       "      <td>-0.06840535</td>\n",
       "      <td>-0.02412866</td>\n",
       "      <td>-0.05878417</td>\n",
       "      <td>0.03481281</td>\n",
       "      <td>-0.09072141</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1340</th>\n",
       "      <td>-0.05482067</td>\n",
       "      <td>-0.03469343</td>\n",
       "      <td>-0.1496317</td>\n",
       "      <td>0.05417171</td>\n",
       "      <td>-0.03862225</td>\n",
       "      <td>-0.08380427</td>\n",
       "      <td>-0.06593193</td>\n",
       "      <td>0.0543711</td>\n",
       "      <td>-0.2014806</td>\n",
       "      <td>0.131829</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07153916</td>\n",
       "      <td>0.1016172</td>\n",
       "      <td>0.02970535</td>\n",
       "      <td>-0.07424575</td>\n",
       "      <td>0.05012444</td>\n",
       "      <td>-0.02193292</td>\n",
       "      <td>0.07311866</td>\n",
       "      <td>-0.06359388</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2108</th>\n",
       "      <td>0.05927701</td>\n",
       "      <td>-0.08607599</td>\n",
       "      <td>-0.1539218</td>\n",
       "      <td>0.141827</td>\n",
       "      <td>-0.1079687</td>\n",
       "      <td>-0.05767639</td>\n",
       "      <td>-0.01476103</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>-0.1788918</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07721746</td>\n",
       "      <td>0.1006708</td>\n",
       "      <td>-0.07937016</td>\n",
       "      <td>-0.016858</td>\n",
       "      <td>0.09912857</td>\n",
       "      <td>-0.02337216</td>\n",
       "      <td>0.01955836</td>\n",
       "      <td>-0.03657078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15349</th>\n",
       "      <td>-0.09129214</td>\n",
       "      <td>-0.04818034</td>\n",
       "      <td>0.3972405</td>\n",
       "      <td>0.1458671</td>\n",
       "      <td>-0.1105474</td>\n",
       "      <td>-0.2172246</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>0.122311</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02921153</td>\n",
       "      <td>-0.09712882</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1131445</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17036</th>\n",
       "      <td>0.06663353</td>\n",
       "      <td>-0.04986836</td>\n",
       "      <td>-0.08179743</td>\n",
       "      <td>0.06184323</td>\n",
       "      <td>-0.1509896</td>\n",
       "      <td>-0.03102145</td>\n",
       "      <td>-0.01151973</td>\n",
       "      <td>0.1281209</td>\n",
       "      <td>-0.1333779</td>\n",
       "      <td>0.09972319</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2263244</td>\n",
       "      <td>0.1184886</td>\n",
       "      <td>-0.045791</td>\n",
       "      <td>-0.05302561</td>\n",
       "      <td>0.229106</td>\n",
       "      <td>-0.02078254</td>\n",
       "      <td>0.06688465</td>\n",
       "      <td>-0.03967112</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51387</th>\n",
       "      <td>0.1180291</td>\n",
       "      <td>0.009928979</td>\n",
       "      <td>-0.1154074</td>\n",
       "      <td>0.06791542</td>\n",
       "      <td>-0.03785961</td>\n",
       "      <td>-0.01243015</td>\n",
       "      <td>0.006118666</td>\n",
       "      <td>0.04440889</td>\n",
       "      <td>-0.1023745</td>\n",
       "      <td>0.09307981</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1883089</td>\n",
       "      <td>0.09631256</td>\n",
       "      <td>0.04602375</td>\n",
       "      <td>-0.07113028</td>\n",
       "      <td>0.2238106</td>\n",
       "      <td>-0.01637455</td>\n",
       "      <td>0.04749276</td>\n",
       "      <td>-0.06431426</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1728</th>\n",
       "      <td>0.09735732</td>\n",
       "      <td>-0.1502041</td>\n",
       "      <td>-0.1793142</td>\n",
       "      <td>0.1070038</td>\n",
       "      <td>-0.07333322</td>\n",
       "      <td>-0.113142</td>\n",
       "      <td>0.03688643</td>\n",
       "      <td>-0.02820227</td>\n",
       "      <td>-0.03156348</td>\n",
       "      <td>0.08963363</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2985604</td>\n",
       "      <td>-0.05889996</td>\n",
       "      <td>0.02785543</td>\n",
       "      <td>0.01791493</td>\n",
       "      <td>0.1349564</td>\n",
       "      <td>0.003312285</td>\n",
       "      <td>-0.03077327</td>\n",
       "      <td>-0.02288928</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11525</th>\n",
       "      <td>-0.07200644</td>\n",
       "      <td>-0.1695887</td>\n",
       "      <td>-0.09667954</td>\n",
       "      <td>0.05113318</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.05147119</td>\n",
       "      <td>-0.05852749</td>\n",
       "      <td>0.05146036</td>\n",
       "      <td>-0.02690651</td>\n",
       "      <td>0.01806784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04682514</td>\n",
       "      <td>0.2309331</td>\n",
       "      <td>-0.09427855</td>\n",
       "      <td>-0.004109346</td>\n",
       "      <td>0.0971284</td>\n",
       "      <td>-0.1163682</td>\n",
       "      <td>0.03047677</td>\n",
       "      <td>-0.0695927</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42844</th>\n",
       "      <td>-1</td>\n",
       "      <td>-0.2465933</td>\n",
       "      <td>0.1343146</td>\n",
       "      <td>0.07386984</td>\n",
       "      <td>-0.1751267</td>\n",
       "      <td>-0.2283337</td>\n",
       "      <td>-0.1343826</td>\n",
       "      <td>-0.1013546</td>\n",
       "      <td>-0.1442133</td>\n",
       "      <td>-0.02414449</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1620413</td>\n",
       "      <td>-0.1617082</td>\n",
       "      <td>-0.1765778</td>\n",
       "      <td>-0.1038634</td>\n",
       "      <td>-0.0746081</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1130634</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>-0.1319662</td>\n",
       "      <td>-0.2295485</td>\n",
       "      <td>0.08803693</td>\n",
       "      <td>0.08444821</td>\n",
       "      <td>-0.05856735</td>\n",
       "      <td>-0.1944288</td>\n",
       "      <td>-0.2126015</td>\n",
       "      <td>0.03968379</td>\n",
       "      <td>-0.1173987</td>\n",
       "      <td>0.02912094</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08244127</td>\n",
       "      <td>0.03092027</td>\n",
       "      <td>-0.03906481</td>\n",
       "      <td>-0.05416161</td>\n",
       "      <td>0.02439827</td>\n",
       "      <td>-0.176328</td>\n",
       "      <td>-0.1529915</td>\n",
       "      <td>-0.1344576</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>0.1772041</td>\n",
       "      <td>-0.1729254</td>\n",
       "      <td>-0.1091976</td>\n",
       "      <td>0.07877107</td>\n",
       "      <td>-0.03630452</td>\n",
       "      <td>-0.04282986</td>\n",
       "      <td>0.02504675</td>\n",
       "      <td>0.06512135</td>\n",
       "      <td>-0.1641041</td>\n",
       "      <td>0.08519098</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0384983</td>\n",
       "      <td>0.1080706</td>\n",
       "      <td>0.02007638</td>\n",
       "      <td>-0.04946833</td>\n",
       "      <td>0.1081633</td>\n",
       "      <td>0.009331319</td>\n",
       "      <td>0.1493336</td>\n",
       "      <td>-0.06819036</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.288233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166260</th>\n",
       "      <td>-0.01622789</td>\n",
       "      <td>-0.1506315</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.01658634</td>\n",
       "      <td>0.0293522</td>\n",
       "      <td>-0.1579125</td>\n",
       "      <td>-0.02358201</td>\n",
       "      <td>0.01360997</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05687112</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02567544</td>\n",
       "      <td>0.02608251</td>\n",
       "      <td>0.06124767</td>\n",
       "      <td>-0.1023809</td>\n",
       "      <td>-0.1141261</td>\n",
       "      <td>0.01915501</td>\n",
       "      <td>0.009327071</td>\n",
       "      <td>-0.06510911</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646363</th>\n",
       "      <td>0.002426319</td>\n",
       "      <td>-0.1774153</td>\n",
       "      <td>-0.1634326</td>\n",
       "      <td>0.1618035</td>\n",
       "      <td>-0.03715183</td>\n",
       "      <td>-0.1347508</td>\n",
       "      <td>0.07485985</td>\n",
       "      <td>0.06835509</td>\n",
       "      <td>-0.1072349</td>\n",
       "      <td>0.05351944</td>\n",
       "      <td>...</td>\n",
       "      <td>0.173727</td>\n",
       "      <td>0.08497419</td>\n",
       "      <td>0.01384847</td>\n",
       "      <td>0.05031717</td>\n",
       "      <td>0.08765878</td>\n",
       "      <td>0.02643391</td>\n",
       "      <td>0.01539825</td>\n",
       "      <td>0.06918129</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4527</th>\n",
       "      <td>0.1703711</td>\n",
       "      <td>-0.06176108</td>\n",
       "      <td>-0.05809526</td>\n",
       "      <td>0.07290231</td>\n",
       "      <td>-0.05584026</td>\n",
       "      <td>-0.003772754</td>\n",
       "      <td>-0.1157642</td>\n",
       "      <td>0.2641358</td>\n",
       "      <td>-0.01263948</td>\n",
       "      <td>0.0405144</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1910582</td>\n",
       "      <td>0.06506176</td>\n",
       "      <td>-0.05740105</td>\n",
       "      <td>-0.01187227</td>\n",
       "      <td>0.2066021</td>\n",
       "      <td>-0.1442063</td>\n",
       "      <td>-0.0124707</td>\n",
       "      <td>-0.1661307</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117528</th>\n",
       "      <td>-0.1240399</td>\n",
       "      <td>-0.2626125</td>\n",
       "      <td>-0.2336229</td>\n",
       "      <td>-0.07238656</td>\n",
       "      <td>-0.1472439</td>\n",
       "      <td>-0.2882782</td>\n",
       "      <td>-0.1054504</td>\n",
       "      <td>-0.1768463</td>\n",
       "      <td>-0.29859</td>\n",
       "      <td>-0.1316316</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1386314</td>\n",
       "      <td>-0.1556929</td>\n",
       "      <td>-0.1165559</td>\n",
       "      <td>-0.06130369</td>\n",
       "      <td>-0.1562867</td>\n",
       "      <td>-0.06939306</td>\n",
       "      <td>-0.1147683</td>\n",
       "      <td>-0.1742034</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25529</th>\n",
       "      <td>-0.1824824</td>\n",
       "      <td>-0.182062</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05966147</td>\n",
       "      <td>-0.1413727</td>\n",
       "      <td>-0.1809048</td>\n",
       "      <td>-0.2012966</td>\n",
       "      <td>0.01996756</td>\n",
       "      <td>-0.2309895</td>\n",
       "      <td>0.08316233</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08690686</td>\n",
       "      <td>-0.05551713</td>\n",
       "      <td>-0.02622045</td>\n",
       "      <td>-0.1721274</td>\n",
       "      <td>-0.04911067</td>\n",
       "      <td>-0.1263783</td>\n",
       "      <td>-0.02480382</td>\n",
       "      <td>-0.1510521</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>-0.05528244</td>\n",
       "      <td>-0.0995472</td>\n",
       "      <td>-0.1073653</td>\n",
       "      <td>0.05965287</td>\n",
       "      <td>-0.05746406</td>\n",
       "      <td>-0.1120895</td>\n",
       "      <td>-0.04335492</td>\n",
       "      <td>-0.004118014</td>\n",
       "      <td>-0.164958</td>\n",
       "      <td>0.1486597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08134434</td>\n",
       "      <td>0.03683511</td>\n",
       "      <td>0.004357345</td>\n",
       "      <td>-0.09240687</td>\n",
       "      <td>0.0156724</td>\n",
       "      <td>-0.009949854</td>\n",
       "      <td>-0.007961932</td>\n",
       "      <td>-0.130773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8083</th>\n",
       "      <td>0.1175889</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>950</th>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>1</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5577</th>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>828259</th>\n",
       "      <td>0.00182929</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102852</th>\n",
       "      <td>0.192407</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>...</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974071</th>\n",
       "      <td>0.02739463</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5382</th>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364326</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426065</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               1009         2475        2510         1843         165  \\\n",
       "1009              1  -0.06970942 -0.01342053  -0.04455498  -0.1043391   \n",
       "2475    -0.06970942            1  -0.2458416   -0.0860932  -0.2580295   \n",
       "2510    -0.01342053   -0.2458416           1   0.03637576 -0.07667017   \n",
       "1843    -0.04455498   -0.0860932  0.03637576            1 -0.08634295   \n",
       "165      -0.1043391   -0.2580295 -0.07667017  -0.08634295           1   \n",
       "154884  -0.07492721   0.08468312  -0.1832546   -0.1149776    -0.11006   \n",
       "43748   -0.01534239   -0.1449881   -0.193206  -0.05519853 -0.05594778   \n",
       "809      0.03755773  -0.04325794  -0.1081766  0.003433677 -0.05937815   \n",
       "332     -0.01811901   -0.2333852   0.1228496   -0.1641029          -1   \n",
       "2334    -0.03636648  -0.04325794  -0.1973276 -0.005622133 -0.08415028   \n",
       "23323     0.1285402  -0.02620757 -0.08209801    0.1027162 -0.03219676   \n",
       "193494    0.1885839  -0.09644988 -0.06012033   0.07380577 -0.07995304   \n",
       "1261      0.1189401    -0.014497  -0.1359682    0.1280248 -0.03366931   \n",
       "76430     0.1751878  -0.06227825 -0.07909108   0.08609897 -0.08683533   \n",
       "2534     0.09198696   0.01010015 -0.02633213   0.07972988  -0.1024798   \n",
       "887     -0.06586789   -0.1960342          -1   0.03422064 -0.05013918   \n",
       "109      -0.1051474   -0.1587105  -0.2084298   0.01854675 -0.07668111   \n",
       "4603    -0.09178093   -0.1504944  -0.2227213   0.03578031  -0.1290468   \n",
       "1431     0.09632714  -0.08535906  -0.1596016   0.07003974 -0.07152703   \n",
       "763     -0.04213816   -0.1365097  -0.2215749   0.08777175 -0.00250998   \n",
       "233190    0.2316605   -0.0359025 -0.06798243  0.009254566  -0.1172311   \n",
       "8726      0.2459737   -0.0793983  -0.1576835   0.02689193   -0.108885   \n",
       "147547    0.2376012  -0.07108981 -0.03447945  0.007433861  -0.1512595   \n",
       "233     -0.07092255   -0.1251139  -0.1434369   0.08415636 -0.07048927   \n",
       "1340    -0.05482067  -0.03469343  -0.1496317   0.05417171 -0.03862225   \n",
       "2108     0.05927701  -0.08607599  -0.1539218     0.141827  -0.1079687   \n",
       "15349   -0.09129214  -0.04818034   0.3972405    0.1458671  -0.1105474   \n",
       "17036    0.06663353  -0.04986836 -0.08179743   0.06184323  -0.1509896   \n",
       "51387     0.1180291  0.009928979  -0.1154074   0.06791542 -0.03785961   \n",
       "1728     0.09735732   -0.1502041  -0.1793142    0.1070038 -0.07333322   \n",
       "11525   -0.07200644   -0.1695887 -0.09667954   0.05113318          -1   \n",
       "42844            -1   -0.2465933   0.1343146   0.07386984  -0.1751267   \n",
       "68       -0.1319662   -0.2295485  0.08803693   0.08444821 -0.05856735   \n",
       "649       0.1772041   -0.1729254  -0.1091976   0.07877107 -0.03630452   \n",
       "166260  -0.01622789   -0.1506315          -1   0.01658634   0.0293522   \n",
       "646363  0.002426319   -0.1774153  -0.1634326    0.1618035 -0.03715183   \n",
       "4527      0.1703711  -0.06176108 -0.05809526   0.07290231 -0.05584026   \n",
       "117528   -0.1240399   -0.2626125  -0.2336229  -0.07238656  -0.1472439   \n",
       "25529    -0.1824824    -0.182062          -1   0.05966147  -0.1413727   \n",
       "984     -0.05528244   -0.0995472  -0.1073653   0.05965287 -0.05746406   \n",
       "8083      0.1175889  -0.07724948 -0.08576049   0.07620314  0.01008951   \n",
       "950      0.08874767  -0.05885949 -0.08537289    0.1159257  -0.1106172   \n",
       "5577     -0.1058999  -0.09501448  -0.1705315   0.05563757  0.02901862   \n",
       "828259   0.00182929   -0.1474511 -0.07303415  -0.00869558 -0.02216083   \n",
       "102852     0.192407   -0.0964151  -0.1717643   0.05401615   -0.127844   \n",
       "974071   0.02739463   -0.1622183  -0.1926212    0.0346101  -0.1093007   \n",
       "5382      0.1476167  -0.07594132  -0.2276873    0.1467292  -0.1253644   \n",
       "335      -0.1515719   -0.3019417          -1  -0.02981647  -0.1339744   \n",
       "364326           -1           -1          -1           -1          -1   \n",
       "426065           -1           -1          -1           -1          -1   \n",
       "\n",
       "             154884        43748          809         332         2334  \\\n",
       "1009    -0.07492721  -0.01534239   0.03755773 -0.01811901  -0.03636648   \n",
       "2475     0.08468312   -0.1449881  -0.04325794  -0.2333852  -0.04325794   \n",
       "2510     -0.1832546    -0.193206   -0.1081766   0.1228496   -0.1973276   \n",
       "1843     -0.1149776  -0.05519853  0.003433677  -0.1641029 -0.005622133   \n",
       "165        -0.11006  -0.05594778  -0.05937815          -1  -0.08415028   \n",
       "154884            1   -0.1150697  -0.04528275  -0.1878509   -0.1224617   \n",
       "43748    -0.1150697            1 -0.001317244  -0.1801731    -0.045785   \n",
       "809     -0.04528275 -0.001317244            1 -0.07386919  -0.07033905   \n",
       "332      -0.1878509   -0.1801731  -0.07386919           1   -0.1848712   \n",
       "2334     -0.1224617    -0.045785  -0.07033905  -0.1848712            1   \n",
       "23323   -0.04290685   0.05754388  -0.04619021  -0.2373308   0.02352426   \n",
       "193494  0.005912729    0.0247877    0.1253242 -0.03625953    0.0416011   \n",
       "1261    -0.02829406   -0.0312253   0.04580455          -1    0.0882587   \n",
       "76430  -0.003065854   0.02143199   0.06109945  -0.1197555 -0.005119462   \n",
       "2534    -0.09346621  -0.09345061   0.04231002  -0.1060443    0.0909821   \n",
       "887      -0.1571016  -0.02571584  -0.03970224  -0.1749262   0.01474539   \n",
       "109      -0.1650777  -0.09020038  0.006895299  -0.1559583    0.1978577   \n",
       "4603     -0.2176579  -0.03298596  -0.04616692   -0.271187   0.03937658   \n",
       "1431    -0.09398822  -0.02901026   0.05119883  -0.1714621 -0.001795863   \n",
       "763     -0.09447096   0.07068748  -0.01309514          -1   0.03582922   \n",
       "233190 -0.004571285   -0.1390717    0.1325864 -0.01392516  -0.02923652   \n",
       "8726    -0.02237545  -0.02390908    0.1492992 -0.05337199 -0.008333434   \n",
       "147547   0.03202428  -0.05226053    0.2135572  0.09562797  0.005023613   \n",
       "233       -0.154911   -0.1020111  -0.04150022  -0.1903749   0.02541695   \n",
       "1340    -0.08380427  -0.06593193    0.0543711  -0.2014806     0.131829   \n",
       "2108    -0.05767639  -0.01476103   -0.0289172  -0.1788918   -0.0289172   \n",
       "15349    -0.2172246           -1   -0.1369106    0.122311   -0.1369106   \n",
       "17036   -0.03102145  -0.01151973    0.1281209  -0.1333779   0.09972319   \n",
       "51387   -0.01243015  0.006118666   0.04440889  -0.1023745   0.09307981   \n",
       "1728      -0.113142   0.03688643  -0.02820227 -0.03156348   0.08963363   \n",
       "11525   -0.05147119  -0.05852749   0.05146036 -0.02690651   0.01806784   \n",
       "42844    -0.2283337   -0.1343826   -0.1013546  -0.1442133  -0.02414449   \n",
       "68       -0.1944288   -0.2126015   0.03968379  -0.1173987   0.02912094   \n",
       "649     -0.04282986   0.02504675   0.06512135  -0.1641041   0.08519098   \n",
       "166260   -0.1579125  -0.02358201   0.01360997          -1   0.05687112   \n",
       "646363   -0.1347508   0.07485985   0.06835509  -0.1072349   0.05351944   \n",
       "4527   -0.003772754   -0.1157642    0.2641358 -0.01263948    0.0405144   \n",
       "117528   -0.2882782   -0.1054504   -0.1768463    -0.29859   -0.1316316   \n",
       "25529    -0.1809048   -0.2012966   0.01996756  -0.2309895   0.08316233   \n",
       "984      -0.1120895  -0.04335492 -0.004118014   -0.164958    0.1486597   \n",
       "8083    -0.05945402   0.01853048    0.1228182 -0.02565907    0.0439743   \n",
       "950     -0.09173681   0.03099363   0.08197448 -0.07189749   0.03004727   \n",
       "5577    -0.08001959   0.01111349   -0.0611123          -1  -0.03989393   \n",
       "828259   -0.1491033    0.1188181  -0.01040331  -0.1496539  -0.05500689   \n",
       "102852  -0.04209802  -0.09755507    0.1576284 -0.09053356 -0.005843618   \n",
       "974071   -0.1580598   0.05686621  -0.06499174  -0.2378026     0.010965   \n",
       "5382    -0.07837963  -0.04011416   -0.0384773          -1   -0.0384773   \n",
       "335      -0.2069783  -0.08148769   -0.1352471          -1   -0.1352471   \n",
       "364326           -1           -1           -1          -1           -1   \n",
       "426065    0.1335797           -1           -1          -1           -1   \n",
       "\n",
       "          ...             8083          950         5577       828259  \\\n",
       "1009      ...        0.1175889   0.08874767   -0.1058999   0.00182929   \n",
       "2475      ...      -0.07724948  -0.05885949  -0.09501448   -0.1474511   \n",
       "2510      ...      -0.08576049  -0.08537289   -0.1705315  -0.07303415   \n",
       "1843      ...       0.07620314    0.1159257   0.05563757  -0.00869558   \n",
       "165       ...       0.01008951   -0.1106172   0.02901862  -0.02216083   \n",
       "154884    ...      -0.05945402  -0.09173681  -0.08001959   -0.1491033   \n",
       "43748     ...       0.01853048   0.03099363   0.01111349    0.1188181   \n",
       "809       ...        0.1228182   0.08197448   -0.0611123  -0.01040331   \n",
       "332       ...      -0.02565907  -0.07189749           -1   -0.1496539   \n",
       "2334      ...        0.0439743   0.03004727  -0.03989393  -0.05500689   \n",
       "23323     ...       0.09924397   0.08852624  -0.03397009  -0.01777389   \n",
       "193494    ...        0.2025035    0.1573446   0.01087783  -0.07612095   \n",
       "1261      ...        0.1624618    0.1629331  -0.03540346   0.03066314   \n",
       "76430     ...        0.1755797    0.1475356  -0.05751923  -0.08910143   \n",
       "2534      ...       0.04304775   0.07154023  -0.02713977  -0.02556144   \n",
       "887       ...       0.03678144    -0.033421   0.00548278  -0.03038128   \n",
       "109       ...       0.06288182   0.07851195  -0.01063743  -0.05667224   \n",
       "4603      ...       -0.0401296  -0.02343536   -0.0688335  0.004497767   \n",
       "1431      ...        0.1640024    0.1064576  -0.04611257  -0.01830451   \n",
       "763       ...       0.09118539     0.051505  0.008314367    0.0493121   \n",
       "233190    ...        0.1600041   0.05707525  -0.07800744  -0.07828533   \n",
       "8726      ...        0.1522783    0.1402333   -0.1106192  -0.06445128   \n",
       "147547    ...        0.1387947   0.09260225   -0.1527105    -0.117832   \n",
       "233       ...      0.005230001    0.0294738  -0.05683229  -0.06840535   \n",
       "1340      ...       0.07153916    0.1016172   0.02970535  -0.07424575   \n",
       "2108      ...       0.07721746    0.1006708  -0.07937016    -0.016858   \n",
       "15349     ...      -0.02921153  -0.09712882           -1           -1   \n",
       "17036     ...        0.2263244    0.1184886    -0.045791  -0.05302561   \n",
       "51387     ...        0.1883089   0.09631256   0.04602375  -0.07113028   \n",
       "1728      ...        0.2985604  -0.05889996   0.02785543   0.01791493   \n",
       "11525     ...       0.04682514    0.2309331  -0.09427855 -0.004109346   \n",
       "42844     ...       -0.1620413   -0.1617082   -0.1765778   -0.1038634   \n",
       "68        ...       0.08244127   0.03092027  -0.03906481  -0.05416161   \n",
       "649       ...        0.0384983    0.1080706   0.02007638  -0.04946833   \n",
       "166260    ...       0.02567544   0.02608251   0.06124767   -0.1023809   \n",
       "646363    ...         0.173727   0.08497419   0.01384847   0.05031717   \n",
       "4527      ...        0.1910582   0.06506176  -0.05740105  -0.01187227   \n",
       "117528    ...       -0.1386314   -0.1556929   -0.1165559  -0.06130369   \n",
       "25529     ...      -0.08690686  -0.05551713  -0.02622045   -0.1721274   \n",
       "984       ...       0.08134434   0.03683511  0.004357345  -0.09240687   \n",
       "8083      ...                1    0.1229721   0.07647748  -0.04640407   \n",
       "950       ...        0.1229721            1  0.008723255   0.01162772   \n",
       "5577      ...       0.07647748  0.008723255            1   0.05886303   \n",
       "828259    ...      -0.04640407   0.01162772   0.05886303            1   \n",
       "102852    ...         0.174765    0.1255327  -0.01084944   -0.1196565   \n",
       "974071    ...      -0.09457427  0.002786268     0.134809  0.008019307   \n",
       "5382      ...       -0.0125823    0.1693833  -0.08651709  -0.02252448   \n",
       "335       ...        -0.119248   0.05825478   0.09513104  0.001471078   \n",
       "364326    ...               -1           -1           -1           -1   \n",
       "426065    ...               -1           -1           -1           -1   \n",
       "\n",
       "             102852       974071         5382          335 364326     426065  \n",
       "1009       0.192407   0.02739463    0.1476167   -0.1515719     -1         -1  \n",
       "2475     -0.0964151   -0.1622183  -0.07594132   -0.3019417     -1         -1  \n",
       "2510     -0.1717643   -0.1926212   -0.2276873           -1     -1         -1  \n",
       "1843     0.05401615    0.0346101    0.1467292  -0.02981647     -1         -1  \n",
       "165       -0.127844   -0.1093007   -0.1253644   -0.1339744     -1         -1  \n",
       "154884  -0.04209802   -0.1580598  -0.07837963   -0.2069783     -1  0.1335797  \n",
       "43748   -0.09755507   0.05686621  -0.04011416  -0.08148769     -1         -1  \n",
       "809       0.1576284  -0.06499174   -0.0384773   -0.1352471     -1         -1  \n",
       "332     -0.09053356   -0.2378026           -1           -1     -1         -1  \n",
       "2334   -0.005843618     0.010965   -0.0384773   -0.1352471     -1         -1  \n",
       "23323    0.07782925   -0.0590679   0.06999474  -0.06805438     -1         -1  \n",
       "193494    0.2559046  -0.03345964    0.1308116  -0.09704002     -1  0.1870267  \n",
       "1261      0.2772199   0.02628102    0.1524775 -0.002323918     -1         -1  \n",
       "76430     0.1618376  -0.01645576     0.118277   -0.1362542     -1  0.2932635  \n",
       "2534      0.1154564  -0.05223757   0.02583425  -0.07903128     -1         -1  \n",
       "887      0.01581436   0.03007409  -0.03420587   -0.1048494     -1         -1  \n",
       "109        0.028318  -0.06725481   0.04225307   -0.1283142     -1         -1  \n",
       "4603    -0.05385382  -0.03363414  -0.03534811   -0.1194269     -1         -1  \n",
       "1431      0.2099165  -0.03165379    0.1051991   -0.0215382     -1         -1  \n",
       "763      0.09449554    0.1336097    0.0896636  -0.01598801     -1         -1  \n",
       "233190    0.3277125   -0.2012811   0.02215616  -0.07166285     -1         -1  \n",
       "8726      0.2989805  -0.03249069   0.06274041   -0.1106993     -1  0.2275006  \n",
       "147547    0.3048111  -0.06957004  -0.01273365   -0.1951716     -1         -1  \n",
       "233     -0.02412866  -0.05878417   0.03481281  -0.09072141     -1         -1  \n",
       "1340     0.05012444  -0.02193292   0.07311866  -0.06359388     -1         -1  \n",
       "2108     0.09912857  -0.02337216   0.01955836  -0.03657078     -1         -1  \n",
       "15349    -0.1131445           -1           -1           -1     -1         -1  \n",
       "17036      0.229106  -0.02078254   0.06688465  -0.03967112     -1         -1  \n",
       "51387     0.2238106  -0.01637455   0.04749276  -0.06431426     -1         -1  \n",
       "1728      0.1349564  0.003312285  -0.03077327  -0.02288928     -1         -1  \n",
       "11525     0.0971284   -0.1163682   0.03047677   -0.0695927     -1         -1  \n",
       "42844    -0.0746081           -1   -0.1130634           -1     -1         -1  \n",
       "68       0.02439827    -0.176328   -0.1529915   -0.1344576     -1         -1  \n",
       "649       0.1081633  0.009331319    0.1493336  -0.06819036     -1   0.288233  \n",
       "166260   -0.1141261   0.01915501  0.009327071  -0.06510911     -1         -1  \n",
       "646363   0.08765878   0.02643391   0.01539825   0.06918129     -1         -1  \n",
       "4527      0.2066021   -0.1442063   -0.0124707   -0.1661307     -1         -1  \n",
       "117528   -0.1562867  -0.06939306   -0.1147683   -0.1742034     -1         -1  \n",
       "25529   -0.04911067   -0.1263783  -0.02480382   -0.1510521     -1         -1  \n",
       "984       0.0156724 -0.009949854 -0.007961932    -0.130773     -1         -1  \n",
       "8083       0.174765  -0.09457427   -0.0125823    -0.119248     -1         -1  \n",
       "950       0.1255327  0.002786268    0.1693833   0.05825478     -1         -1  \n",
       "5577    -0.01084944     0.134809  -0.08651709   0.09513104     -1         -1  \n",
       "828259   -0.1196565  0.008019307  -0.02252448  0.001471078     -1         -1  \n",
       "102852            1   -0.1122235  -0.03132437   -0.1368973     -1         -1  \n",
       "974071   -0.1122235            1    0.0577501  -0.01222363     -1         -1  \n",
       "5382    -0.03132437    0.0577501            1   0.05039495     -1         -1  \n",
       "335      -0.1368973  -0.01222363   0.05039495            1     -1         -1  \n",
       "364326           -1           -1           -1           -1      1         -1  \n",
       "426065           -1           -1           -1           -1     -1          1  \n",
       "\n",
       "[50 rows x 50 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "FinalMatrix = MakePMI('ugBinMat_top50_AllData_labeled.txt')\n",
    "FinalMatrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>1009</th>\n",
       "      <th>2475</th>\n",
       "      <th>2510</th>\n",
       "      <th>1843</th>\n",
       "      <th>165</th>\n",
       "      <th>154884</th>\n",
       "      <th>43748</th>\n",
       "      <th>809</th>\n",
       "      <th>332</th>\n",
       "      <th>2334</th>\n",
       "      <th>...</th>\n",
       "      <th>8083</th>\n",
       "      <th>950</th>\n",
       "      <th>5577</th>\n",
       "      <th>828259</th>\n",
       "      <th>102852</th>\n",
       "      <th>974071</th>\n",
       "      <th>5382</th>\n",
       "      <th>335</th>\n",
       "      <th>364326</th>\n",
       "      <th>426065</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>1</td>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1175889</td>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>0.00182929</td>\n",
       "      <td>0.192407</td>\n",
       "      <td>0.02739463</td>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>102852</th>\n",
       "      <td>0.192407</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>...</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>-0.1051474</td>\n",
       "      <td>-0.1587105</td>\n",
       "      <td>-0.2084298</td>\n",
       "      <td>0.01854675</td>\n",
       "      <td>-0.07668111</td>\n",
       "      <td>-0.1650777</td>\n",
       "      <td>-0.09020038</td>\n",
       "      <td>0.006895299</td>\n",
       "      <td>-0.1559583</td>\n",
       "      <td>0.1978577</td>\n",
       "      <td>...</td>\n",
       "      <td>0.06288182</td>\n",
       "      <td>0.07851195</td>\n",
       "      <td>-0.01063743</td>\n",
       "      <td>-0.05667224</td>\n",
       "      <td>0.028318</td>\n",
       "      <td>-0.06725481</td>\n",
       "      <td>0.04225307</td>\n",
       "      <td>-0.1283142</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>11525</th>\n",
       "      <td>-0.07200644</td>\n",
       "      <td>-0.1695887</td>\n",
       "      <td>-0.09667954</td>\n",
       "      <td>0.05113318</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.05147119</td>\n",
       "      <td>-0.05852749</td>\n",
       "      <td>0.05146036</td>\n",
       "      <td>-0.02690651</td>\n",
       "      <td>0.01806784</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04682514</td>\n",
       "      <td>0.2309331</td>\n",
       "      <td>-0.09427855</td>\n",
       "      <td>-0.004109346</td>\n",
       "      <td>0.0971284</td>\n",
       "      <td>-0.1163682</td>\n",
       "      <td>0.03047677</td>\n",
       "      <td>-0.0695927</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>117528</th>\n",
       "      <td>-0.1240399</td>\n",
       "      <td>-0.2626125</td>\n",
       "      <td>-0.2336229</td>\n",
       "      <td>-0.07238656</td>\n",
       "      <td>-0.1472439</td>\n",
       "      <td>-0.2882782</td>\n",
       "      <td>-0.1054504</td>\n",
       "      <td>-0.1768463</td>\n",
       "      <td>-0.29859</td>\n",
       "      <td>-0.1316316</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1386314</td>\n",
       "      <td>-0.1556929</td>\n",
       "      <td>-0.1165559</td>\n",
       "      <td>-0.06130369</td>\n",
       "      <td>-0.1562867</td>\n",
       "      <td>-0.06939306</td>\n",
       "      <td>-0.1147683</td>\n",
       "      <td>-0.1742034</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>1261</th>\n",
       "      <td>0.1189401</td>\n",
       "      <td>-0.014497</td>\n",
       "      <td>-0.1359682</td>\n",
       "      <td>0.1280248</td>\n",
       "      <td>-0.03366931</td>\n",
       "      <td>-0.02829406</td>\n",
       "      <td>-0.0312253</td>\n",
       "      <td>0.04580455</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.0882587</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1624618</td>\n",
       "      <td>0.1629331</td>\n",
       "      <td>-0.03540346</td>\n",
       "      <td>0.03066314</td>\n",
       "      <td>0.2772199</td>\n",
       "      <td>0.02628102</td>\n",
       "      <td>0.1524775</td>\n",
       "      <td>-0.002323918</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "    <tr>\n",
       "      <th>1340</th>\n",
       "      <td>-0.05482067</td>\n",
       "      <td>-0.03469343</td>\n",
       "      <td>-0.1496317</td>\n",
       "      <td>0.05417171</td>\n",
       "      <td>-0.03862225</td>\n",
       "      <td>-0.08380427</td>\n",
       "      <td>-0.06593193</td>\n",
       "      <td>0.0543711</td>\n",
       "      <td>-0.2014806</td>\n",
       "      <td>0.131829</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07153916</td>\n",
       "      <td>0.1016172</td>\n",
       "      <td>0.02970535</td>\n",
       "      <td>-0.07424575</td>\n",
       "      <td>0.05012444</td>\n",
       "      <td>-0.02193292</td>\n",
       "      <td>0.07311866</td>\n",
       "      <td>-0.06359388</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1431</th>\n",
       "      <td>0.09632714</td>\n",
       "      <td>-0.08535906</td>\n",
       "      <td>-0.1596016</td>\n",
       "      <td>0.07003974</td>\n",
       "      <td>-0.07152703</td>\n",
       "      <td>-0.09398822</td>\n",
       "      <td>-0.02901026</td>\n",
       "      <td>0.05119883</td>\n",
       "      <td>-0.1714621</td>\n",
       "      <td>-0.001795863</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1640024</td>\n",
       "      <td>0.1064576</td>\n",
       "      <td>-0.04611257</td>\n",
       "      <td>-0.01830451</td>\n",
       "      <td>0.2099165</td>\n",
       "      <td>-0.03165379</td>\n",
       "      <td>0.1051991</td>\n",
       "      <td>-0.0215382</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147547</th>\n",
       "      <td>0.2376012</td>\n",
       "      <td>-0.07108981</td>\n",
       "      <td>-0.03447945</td>\n",
       "      <td>0.007433861</td>\n",
       "      <td>-0.1512595</td>\n",
       "      <td>0.03202428</td>\n",
       "      <td>-0.05226053</td>\n",
       "      <td>0.2135572</td>\n",
       "      <td>0.09562797</td>\n",
       "      <td>0.005023613</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1387947</td>\n",
       "      <td>0.09260225</td>\n",
       "      <td>-0.1527105</td>\n",
       "      <td>-0.117832</td>\n",
       "      <td>0.3048111</td>\n",
       "      <td>-0.06957004</td>\n",
       "      <td>-0.01273365</td>\n",
       "      <td>-0.1951716</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15349</th>\n",
       "      <td>-0.09129214</td>\n",
       "      <td>-0.04818034</td>\n",
       "      <td>0.3972405</td>\n",
       "      <td>0.1458671</td>\n",
       "      <td>-0.1105474</td>\n",
       "      <td>-0.2172246</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>0.122311</td>\n",
       "      <td>-0.1369106</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02921153</td>\n",
       "      <td>-0.09712882</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1131445</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154884</th>\n",
       "      <td>-0.07492721</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>-0.04209802</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>-0.1043391</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.11006</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.127844</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166260</th>\n",
       "      <td>-0.01622789</td>\n",
       "      <td>-0.1506315</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.01658634</td>\n",
       "      <td>0.0293522</td>\n",
       "      <td>-0.1579125</td>\n",
       "      <td>-0.02358201</td>\n",
       "      <td>0.01360997</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05687112</td>\n",
       "      <td>...</td>\n",
       "      <td>0.02567544</td>\n",
       "      <td>0.02608251</td>\n",
       "      <td>0.06124767</td>\n",
       "      <td>-0.1023809</td>\n",
       "      <td>-0.1141261</td>\n",
       "      <td>0.01915501</td>\n",
       "      <td>0.009327071</td>\n",
       "      <td>-0.06510911</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17036</th>\n",
       "      <td>0.06663353</td>\n",
       "      <td>-0.04986836</td>\n",
       "      <td>-0.08179743</td>\n",
       "      <td>0.06184323</td>\n",
       "      <td>-0.1509896</td>\n",
       "      <td>-0.03102145</td>\n",
       "      <td>-0.01151973</td>\n",
       "      <td>0.1281209</td>\n",
       "      <td>-0.1333779</td>\n",
       "      <td>0.09972319</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2263244</td>\n",
       "      <td>0.1184886</td>\n",
       "      <td>-0.045791</td>\n",
       "      <td>-0.05302561</td>\n",
       "      <td>0.229106</td>\n",
       "      <td>-0.02078254</td>\n",
       "      <td>0.06688465</td>\n",
       "      <td>-0.03967112</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1728</th>\n",
       "      <td>0.09735732</td>\n",
       "      <td>-0.1502041</td>\n",
       "      <td>-0.1793142</td>\n",
       "      <td>0.1070038</td>\n",
       "      <td>-0.07333322</td>\n",
       "      <td>-0.113142</td>\n",
       "      <td>0.03688643</td>\n",
       "      <td>-0.02820227</td>\n",
       "      <td>-0.03156348</td>\n",
       "      <td>0.08963363</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2985604</td>\n",
       "      <td>-0.05889996</td>\n",
       "      <td>0.02785543</td>\n",
       "      <td>0.01791493</td>\n",
       "      <td>0.1349564</td>\n",
       "      <td>0.003312285</td>\n",
       "      <td>-0.03077327</td>\n",
       "      <td>-0.02288928</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1843</th>\n",
       "      <td>-0.04455498</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.08634295</td>\n",
       "      <td>-0.1149776</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>0.05401615</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193494</th>\n",
       "      <td>0.1885839</td>\n",
       "      <td>-0.09644988</td>\n",
       "      <td>-0.06012033</td>\n",
       "      <td>0.07380577</td>\n",
       "      <td>-0.07995304</td>\n",
       "      <td>0.005912729</td>\n",
       "      <td>0.0247877</td>\n",
       "      <td>0.1253242</td>\n",
       "      <td>-0.03625953</td>\n",
       "      <td>0.0416011</td>\n",
       "      <td>...</td>\n",
       "      <td>0.2025035</td>\n",
       "      <td>0.1573446</td>\n",
       "      <td>0.01087783</td>\n",
       "      <td>-0.07612095</td>\n",
       "      <td>0.2559046</td>\n",
       "      <td>-0.03345964</td>\n",
       "      <td>0.1308116</td>\n",
       "      <td>-0.09704002</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1870267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2108</th>\n",
       "      <td>0.05927701</td>\n",
       "      <td>-0.08607599</td>\n",
       "      <td>-0.1539218</td>\n",
       "      <td>0.141827</td>\n",
       "      <td>-0.1079687</td>\n",
       "      <td>-0.05767639</td>\n",
       "      <td>-0.01476103</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>-0.1788918</td>\n",
       "      <td>-0.0289172</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07721746</td>\n",
       "      <td>0.1006708</td>\n",
       "      <td>-0.07937016</td>\n",
       "      <td>-0.016858</td>\n",
       "      <td>0.09912857</td>\n",
       "      <td>-0.02337216</td>\n",
       "      <td>0.01955836</td>\n",
       "      <td>-0.03657078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>-0.07092255</td>\n",
       "      <td>-0.1251139</td>\n",
       "      <td>-0.1434369</td>\n",
       "      <td>0.08415636</td>\n",
       "      <td>-0.07048927</td>\n",
       "      <td>-0.154911</td>\n",
       "      <td>-0.1020111</td>\n",
       "      <td>-0.04150022</td>\n",
       "      <td>-0.1903749</td>\n",
       "      <td>0.02541695</td>\n",
       "      <td>...</td>\n",
       "      <td>0.005230001</td>\n",
       "      <td>0.0294738</td>\n",
       "      <td>-0.05683229</td>\n",
       "      <td>-0.06840535</td>\n",
       "      <td>-0.02412866</td>\n",
       "      <td>-0.05878417</td>\n",
       "      <td>0.03481281</td>\n",
       "      <td>-0.09072141</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233190</th>\n",
       "      <td>0.2316605</td>\n",
       "      <td>-0.0359025</td>\n",
       "      <td>-0.06798243</td>\n",
       "      <td>0.009254566</td>\n",
       "      <td>-0.1172311</td>\n",
       "      <td>-0.004571285</td>\n",
       "      <td>-0.1390717</td>\n",
       "      <td>0.1325864</td>\n",
       "      <td>-0.01392516</td>\n",
       "      <td>-0.02923652</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1600041</td>\n",
       "      <td>0.05707525</td>\n",
       "      <td>-0.07800744</td>\n",
       "      <td>-0.07828533</td>\n",
       "      <td>0.3277125</td>\n",
       "      <td>-0.2012811</td>\n",
       "      <td>0.02215616</td>\n",
       "      <td>-0.07166285</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23323</th>\n",
       "      <td>0.1285402</td>\n",
       "      <td>-0.02620757</td>\n",
       "      <td>-0.08209801</td>\n",
       "      <td>0.1027162</td>\n",
       "      <td>-0.03219676</td>\n",
       "      <td>-0.04290685</td>\n",
       "      <td>0.05754388</td>\n",
       "      <td>-0.04619021</td>\n",
       "      <td>-0.2373308</td>\n",
       "      <td>0.02352426</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09924397</td>\n",
       "      <td>0.08852624</td>\n",
       "      <td>-0.03397009</td>\n",
       "      <td>-0.01777389</td>\n",
       "      <td>0.07782925</td>\n",
       "      <td>-0.0590679</td>\n",
       "      <td>0.06999474</td>\n",
       "      <td>-0.06805438</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2334</th>\n",
       "      <td>-0.03636648</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>-0.005622133</td>\n",
       "      <td>-0.08415028</td>\n",
       "      <td>-0.1224617</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>-0.005843618</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2475</th>\n",
       "      <td>-0.06970942</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>-0.0860932</td>\n",
       "      <td>-0.2580295</td>\n",
       "      <td>0.08468312</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.0964151</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2510</th>\n",
       "      <td>-0.01342053</td>\n",
       "      <td>-0.2458416</td>\n",
       "      <td>1</td>\n",
       "      <td>0.03637576</td>\n",
       "      <td>-0.07667017</td>\n",
       "      <td>-0.1832546</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1973276</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.1717643</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2534</th>\n",
       "      <td>0.09198696</td>\n",
       "      <td>0.01010015</td>\n",
       "      <td>-0.02633213</td>\n",
       "      <td>0.07972988</td>\n",
       "      <td>-0.1024798</td>\n",
       "      <td>-0.09346621</td>\n",
       "      <td>-0.09345061</td>\n",
       "      <td>0.04231002</td>\n",
       "      <td>-0.1060443</td>\n",
       "      <td>0.0909821</td>\n",
       "      <td>...</td>\n",
       "      <td>0.04304775</td>\n",
       "      <td>0.07154023</td>\n",
       "      <td>-0.02713977</td>\n",
       "      <td>-0.02556144</td>\n",
       "      <td>0.1154564</td>\n",
       "      <td>-0.05223757</td>\n",
       "      <td>0.02583425</td>\n",
       "      <td>-0.07903128</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25529</th>\n",
       "      <td>-0.1824824</td>\n",
       "      <td>-0.182062</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.05966147</td>\n",
       "      <td>-0.1413727</td>\n",
       "      <td>-0.1809048</td>\n",
       "      <td>-0.2012966</td>\n",
       "      <td>0.01996756</td>\n",
       "      <td>-0.2309895</td>\n",
       "      <td>0.08316233</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.08690686</td>\n",
       "      <td>-0.05551713</td>\n",
       "      <td>-0.02622045</td>\n",
       "      <td>-0.1721274</td>\n",
       "      <td>-0.04911067</td>\n",
       "      <td>-0.1263783</td>\n",
       "      <td>-0.02480382</td>\n",
       "      <td>-0.1510521</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>-0.01811901</td>\n",
       "      <td>-0.2333852</td>\n",
       "      <td>0.1228496</td>\n",
       "      <td>-0.1641029</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1878509</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1848712</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.09053356</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>-0.1515719</td>\n",
       "      <td>-0.3019417</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.02981647</td>\n",
       "      <td>-0.1339744</td>\n",
       "      <td>-0.2069783</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-0.1368973</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364326</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426065</th>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.1335797</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42844</th>\n",
       "      <td>-1</td>\n",
       "      <td>-0.2465933</td>\n",
       "      <td>0.1343146</td>\n",
       "      <td>0.07386984</td>\n",
       "      <td>-0.1751267</td>\n",
       "      <td>-0.2283337</td>\n",
       "      <td>-0.1343826</td>\n",
       "      <td>-0.1013546</td>\n",
       "      <td>-0.1442133</td>\n",
       "      <td>-0.02414449</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.1620413</td>\n",
       "      <td>-0.1617082</td>\n",
       "      <td>-0.1765778</td>\n",
       "      <td>-0.1038634</td>\n",
       "      <td>-0.0746081</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.1130634</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43748</th>\n",
       "      <td>-0.01534239</td>\n",
       "      <td>-0.1449881</td>\n",
       "      <td>-0.193206</td>\n",
       "      <td>-0.05519853</td>\n",
       "      <td>-0.05594778</td>\n",
       "      <td>-0.1150697</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>-0.1801731</td>\n",
       "      <td>-0.045785</td>\n",
       "      <td>...</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.09755507</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.08148769</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4527</th>\n",
       "      <td>0.1703711</td>\n",
       "      <td>-0.06176108</td>\n",
       "      <td>-0.05809526</td>\n",
       "      <td>0.07290231</td>\n",
       "      <td>-0.05584026</td>\n",
       "      <td>-0.003772754</td>\n",
       "      <td>-0.1157642</td>\n",
       "      <td>0.2641358</td>\n",
       "      <td>-0.01263948</td>\n",
       "      <td>0.0405144</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1910582</td>\n",
       "      <td>0.06506176</td>\n",
       "      <td>-0.05740105</td>\n",
       "      <td>-0.01187227</td>\n",
       "      <td>0.2066021</td>\n",
       "      <td>-0.1442063</td>\n",
       "      <td>-0.0124707</td>\n",
       "      <td>-0.1661307</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4603</th>\n",
       "      <td>-0.09178093</td>\n",
       "      <td>-0.1504944</td>\n",
       "      <td>-0.2227213</td>\n",
       "      <td>0.03578031</td>\n",
       "      <td>-0.1290468</td>\n",
       "      <td>-0.2176579</td>\n",
       "      <td>-0.03298596</td>\n",
       "      <td>-0.04616692</td>\n",
       "      <td>-0.271187</td>\n",
       "      <td>0.03937658</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0401296</td>\n",
       "      <td>-0.02343536</td>\n",
       "      <td>-0.0688335</td>\n",
       "      <td>0.004497767</td>\n",
       "      <td>-0.05385382</td>\n",
       "      <td>-0.03363414</td>\n",
       "      <td>-0.03534811</td>\n",
       "      <td>-0.1194269</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51387</th>\n",
       "      <td>0.1180291</td>\n",
       "      <td>0.009928979</td>\n",
       "      <td>-0.1154074</td>\n",
       "      <td>0.06791542</td>\n",
       "      <td>-0.03785961</td>\n",
       "      <td>-0.01243015</td>\n",
       "      <td>0.006118666</td>\n",
       "      <td>0.04440889</td>\n",
       "      <td>-0.1023745</td>\n",
       "      <td>0.09307981</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1883089</td>\n",
       "      <td>0.09631256</td>\n",
       "      <td>0.04602375</td>\n",
       "      <td>-0.07113028</td>\n",
       "      <td>0.2238106</td>\n",
       "      <td>-0.01637455</td>\n",
       "      <td>0.04749276</td>\n",
       "      <td>-0.06431426</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5382</th>\n",
       "      <td>0.1476167</td>\n",
       "      <td>-0.07594132</td>\n",
       "      <td>-0.2276873</td>\n",
       "      <td>0.1467292</td>\n",
       "      <td>-0.1253644</td>\n",
       "      <td>-0.07837963</td>\n",
       "      <td>-0.04011416</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>-0.03132437</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05039495</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5577</th>\n",
       "      <td>-0.1058999</td>\n",
       "      <td>-0.09501448</td>\n",
       "      <td>-0.1705315</td>\n",
       "      <td>0.05563757</td>\n",
       "      <td>0.02901862</td>\n",
       "      <td>-0.08001959</td>\n",
       "      <td>0.01111349</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-1</td>\n",
       "      <td>-0.03989393</td>\n",
       "      <td>...</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>1</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>-0.01084944</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>-0.08651709</td>\n",
       "      <td>0.09513104</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>646363</th>\n",
       "      <td>0.002426319</td>\n",
       "      <td>-0.1774153</td>\n",
       "      <td>-0.1634326</td>\n",
       "      <td>0.1618035</td>\n",
       "      <td>-0.03715183</td>\n",
       "      <td>-0.1347508</td>\n",
       "      <td>0.07485985</td>\n",
       "      <td>0.06835509</td>\n",
       "      <td>-0.1072349</td>\n",
       "      <td>0.05351944</td>\n",
       "      <td>...</td>\n",
       "      <td>0.173727</td>\n",
       "      <td>0.08497419</td>\n",
       "      <td>0.01384847</td>\n",
       "      <td>0.05031717</td>\n",
       "      <td>0.08765878</td>\n",
       "      <td>0.02643391</td>\n",
       "      <td>0.01539825</td>\n",
       "      <td>0.06918129</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>649</th>\n",
       "      <td>0.1772041</td>\n",
       "      <td>-0.1729254</td>\n",
       "      <td>-0.1091976</td>\n",
       "      <td>0.07877107</td>\n",
       "      <td>-0.03630452</td>\n",
       "      <td>-0.04282986</td>\n",
       "      <td>0.02504675</td>\n",
       "      <td>0.06512135</td>\n",
       "      <td>-0.1641041</td>\n",
       "      <td>0.08519098</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0384983</td>\n",
       "      <td>0.1080706</td>\n",
       "      <td>0.02007638</td>\n",
       "      <td>-0.04946833</td>\n",
       "      <td>0.1081633</td>\n",
       "      <td>0.009331319</td>\n",
       "      <td>0.1493336</td>\n",
       "      <td>-0.06819036</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.288233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>-0.1319662</td>\n",
       "      <td>-0.2295485</td>\n",
       "      <td>0.08803693</td>\n",
       "      <td>0.08444821</td>\n",
       "      <td>-0.05856735</td>\n",
       "      <td>-0.1944288</td>\n",
       "      <td>-0.2126015</td>\n",
       "      <td>0.03968379</td>\n",
       "      <td>-0.1173987</td>\n",
       "      <td>0.02912094</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08244127</td>\n",
       "      <td>0.03092027</td>\n",
       "      <td>-0.03906481</td>\n",
       "      <td>-0.05416161</td>\n",
       "      <td>0.02439827</td>\n",
       "      <td>-0.176328</td>\n",
       "      <td>-0.1529915</td>\n",
       "      <td>-0.1344576</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>763</th>\n",
       "      <td>-0.04213816</td>\n",
       "      <td>-0.1365097</td>\n",
       "      <td>-0.2215749</td>\n",
       "      <td>0.08777175</td>\n",
       "      <td>-0.00250998</td>\n",
       "      <td>-0.09447096</td>\n",
       "      <td>0.07068748</td>\n",
       "      <td>-0.01309514</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03582922</td>\n",
       "      <td>...</td>\n",
       "      <td>0.09118539</td>\n",
       "      <td>0.051505</td>\n",
       "      <td>0.008314367</td>\n",
       "      <td>0.0493121</td>\n",
       "      <td>0.09449554</td>\n",
       "      <td>0.1336097</td>\n",
       "      <td>0.0896636</td>\n",
       "      <td>-0.01598801</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76430</th>\n",
       "      <td>0.1751878</td>\n",
       "      <td>-0.06227825</td>\n",
       "      <td>-0.07909108</td>\n",
       "      <td>0.08609897</td>\n",
       "      <td>-0.08683533</td>\n",
       "      <td>-0.003065854</td>\n",
       "      <td>0.02143199</td>\n",
       "      <td>0.06109945</td>\n",
       "      <td>-0.1197555</td>\n",
       "      <td>-0.005119462</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1755797</td>\n",
       "      <td>0.1475356</td>\n",
       "      <td>-0.05751923</td>\n",
       "      <td>-0.08910143</td>\n",
       "      <td>0.1618376</td>\n",
       "      <td>-0.01645576</td>\n",
       "      <td>0.118277</td>\n",
       "      <td>-0.1362542</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2932635</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8083</th>\n",
       "      <td>0.1175889</td>\n",
       "      <td>-0.07724948</td>\n",
       "      <td>-0.08576049</td>\n",
       "      <td>0.07620314</td>\n",
       "      <td>0.01008951</td>\n",
       "      <td>-0.05945402</td>\n",
       "      <td>0.01853048</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>-0.02565907</td>\n",
       "      <td>0.0439743</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>0.07647748</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.174765</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>-0.0125823</td>\n",
       "      <td>-0.119248</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>809</th>\n",
       "      <td>0.03755773</td>\n",
       "      <td>-0.04325794</td>\n",
       "      <td>-0.1081766</td>\n",
       "      <td>0.003433677</td>\n",
       "      <td>-0.05937815</td>\n",
       "      <td>-0.04528275</td>\n",
       "      <td>-0.001317244</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.07386919</td>\n",
       "      <td>-0.07033905</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1228182</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.0611123</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>0.1576284</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.0384773</td>\n",
       "      <td>-0.1352471</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>828259</th>\n",
       "      <td>0.00182929</td>\n",
       "      <td>-0.1474511</td>\n",
       "      <td>-0.07303415</td>\n",
       "      <td>-0.00869558</td>\n",
       "      <td>-0.02216083</td>\n",
       "      <td>-0.1491033</td>\n",
       "      <td>0.1188181</td>\n",
       "      <td>-0.01040331</td>\n",
       "      <td>-0.1496539</td>\n",
       "      <td>-0.05500689</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.04640407</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.05886303</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.1196565</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.02252448</td>\n",
       "      <td>0.001471078</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8726</th>\n",
       "      <td>0.2459737</td>\n",
       "      <td>-0.0793983</td>\n",
       "      <td>-0.1576835</td>\n",
       "      <td>0.02689193</td>\n",
       "      <td>-0.108885</td>\n",
       "      <td>-0.02237545</td>\n",
       "      <td>-0.02390908</td>\n",
       "      <td>0.1492992</td>\n",
       "      <td>-0.05337199</td>\n",
       "      <td>-0.008333434</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1522783</td>\n",
       "      <td>0.1402333</td>\n",
       "      <td>-0.1106192</td>\n",
       "      <td>-0.06445128</td>\n",
       "      <td>0.2989805</td>\n",
       "      <td>-0.03249069</td>\n",
       "      <td>0.06274041</td>\n",
       "      <td>-0.1106993</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.2275006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>887</th>\n",
       "      <td>-0.06586789</td>\n",
       "      <td>-0.1960342</td>\n",
       "      <td>-1</td>\n",
       "      <td>0.03422064</td>\n",
       "      <td>-0.05013918</td>\n",
       "      <td>-0.1571016</td>\n",
       "      <td>-0.02571584</td>\n",
       "      <td>-0.03970224</td>\n",
       "      <td>-0.1749262</td>\n",
       "      <td>0.01474539</td>\n",
       "      <td>...</td>\n",
       "      <td>0.03678144</td>\n",
       "      <td>-0.033421</td>\n",
       "      <td>0.00548278</td>\n",
       "      <td>-0.03038128</td>\n",
       "      <td>0.01581436</td>\n",
       "      <td>0.03007409</td>\n",
       "      <td>-0.03420587</td>\n",
       "      <td>-0.1048494</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>950</th>\n",
       "      <td>0.08874767</td>\n",
       "      <td>-0.05885949</td>\n",
       "      <td>-0.08537289</td>\n",
       "      <td>0.1159257</td>\n",
       "      <td>-0.1106172</td>\n",
       "      <td>-0.09173681</td>\n",
       "      <td>0.03099363</td>\n",
       "      <td>0.08197448</td>\n",
       "      <td>-0.07189749</td>\n",
       "      <td>0.03004727</td>\n",
       "      <td>...</td>\n",
       "      <td>0.1229721</td>\n",
       "      <td>1</td>\n",
       "      <td>0.008723255</td>\n",
       "      <td>0.01162772</td>\n",
       "      <td>0.1255327</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.1693833</td>\n",
       "      <td>0.05825478</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>974071</th>\n",
       "      <td>0.02739463</td>\n",
       "      <td>-0.1622183</td>\n",
       "      <td>-0.1926212</td>\n",
       "      <td>0.0346101</td>\n",
       "      <td>-0.1093007</td>\n",
       "      <td>-0.1580598</td>\n",
       "      <td>0.05686621</td>\n",
       "      <td>-0.06499174</td>\n",
       "      <td>-0.2378026</td>\n",
       "      <td>0.010965</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.09457427</td>\n",
       "      <td>0.002786268</td>\n",
       "      <td>0.134809</td>\n",
       "      <td>0.008019307</td>\n",
       "      <td>-0.1122235</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0577501</td>\n",
       "      <td>-0.01222363</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>984</th>\n",
       "      <td>-0.05528244</td>\n",
       "      <td>-0.0995472</td>\n",
       "      <td>-0.1073653</td>\n",
       "      <td>0.05965287</td>\n",
       "      <td>-0.05746406</td>\n",
       "      <td>-0.1120895</td>\n",
       "      <td>-0.04335492</td>\n",
       "      <td>-0.004118014</td>\n",
       "      <td>-0.164958</td>\n",
       "      <td>0.1486597</td>\n",
       "      <td>...</td>\n",
       "      <td>0.08134434</td>\n",
       "      <td>0.03683511</td>\n",
       "      <td>0.004357345</td>\n",
       "      <td>-0.09240687</td>\n",
       "      <td>0.0156724</td>\n",
       "      <td>-0.009949854</td>\n",
       "      <td>-0.007961932</td>\n",
       "      <td>-0.130773</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>50 rows × 50 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               1009         2475        2510         1843         165  \\\n",
       "1009              1  -0.06970942 -0.01342053  -0.04455498  -0.1043391   \n",
       "102852     0.192407   -0.0964151  -0.1717643   0.05401615   -0.127844   \n",
       "109      -0.1051474   -0.1587105  -0.2084298   0.01854675 -0.07668111   \n",
       "11525   -0.07200644   -0.1695887 -0.09667954   0.05113318          -1   \n",
       "117528   -0.1240399   -0.2626125  -0.2336229  -0.07238656  -0.1472439   \n",
       "1261      0.1189401    -0.014497  -0.1359682    0.1280248 -0.03366931   \n",
       "1340    -0.05482067  -0.03469343  -0.1496317   0.05417171 -0.03862225   \n",
       "1431     0.09632714  -0.08535906  -0.1596016   0.07003974 -0.07152703   \n",
       "147547    0.2376012  -0.07108981 -0.03447945  0.007433861  -0.1512595   \n",
       "15349   -0.09129214  -0.04818034   0.3972405    0.1458671  -0.1105474   \n",
       "154884  -0.07492721   0.08468312  -0.1832546   -0.1149776    -0.11006   \n",
       "165      -0.1043391   -0.2580295 -0.07667017  -0.08634295           1   \n",
       "166260  -0.01622789   -0.1506315          -1   0.01658634   0.0293522   \n",
       "17036    0.06663353  -0.04986836 -0.08179743   0.06184323  -0.1509896   \n",
       "1728     0.09735732   -0.1502041  -0.1793142    0.1070038 -0.07333322   \n",
       "1843    -0.04455498   -0.0860932  0.03637576            1 -0.08634295   \n",
       "193494    0.1885839  -0.09644988 -0.06012033   0.07380577 -0.07995304   \n",
       "2108     0.05927701  -0.08607599  -0.1539218     0.141827  -0.1079687   \n",
       "233     -0.07092255   -0.1251139  -0.1434369   0.08415636 -0.07048927   \n",
       "233190    0.2316605   -0.0359025 -0.06798243  0.009254566  -0.1172311   \n",
       "23323     0.1285402  -0.02620757 -0.08209801    0.1027162 -0.03219676   \n",
       "2334    -0.03636648  -0.04325794  -0.1973276 -0.005622133 -0.08415028   \n",
       "2475    -0.06970942            1  -0.2458416   -0.0860932  -0.2580295   \n",
       "2510    -0.01342053   -0.2458416           1   0.03637576 -0.07667017   \n",
       "2534     0.09198696   0.01010015 -0.02633213   0.07972988  -0.1024798   \n",
       "25529    -0.1824824    -0.182062          -1   0.05966147  -0.1413727   \n",
       "332     -0.01811901   -0.2333852   0.1228496   -0.1641029          -1   \n",
       "335      -0.1515719   -0.3019417          -1  -0.02981647  -0.1339744   \n",
       "364326           -1           -1          -1           -1          -1   \n",
       "426065           -1           -1          -1           -1          -1   \n",
       "42844            -1   -0.2465933   0.1343146   0.07386984  -0.1751267   \n",
       "43748   -0.01534239   -0.1449881   -0.193206  -0.05519853 -0.05594778   \n",
       "4527      0.1703711  -0.06176108 -0.05809526   0.07290231 -0.05584026   \n",
       "4603    -0.09178093   -0.1504944  -0.2227213   0.03578031  -0.1290468   \n",
       "51387     0.1180291  0.009928979  -0.1154074   0.06791542 -0.03785961   \n",
       "5382      0.1476167  -0.07594132  -0.2276873    0.1467292  -0.1253644   \n",
       "5577     -0.1058999  -0.09501448  -0.1705315   0.05563757  0.02901862   \n",
       "646363  0.002426319   -0.1774153  -0.1634326    0.1618035 -0.03715183   \n",
       "649       0.1772041   -0.1729254  -0.1091976   0.07877107 -0.03630452   \n",
       "68       -0.1319662   -0.2295485  0.08803693   0.08444821 -0.05856735   \n",
       "763     -0.04213816   -0.1365097  -0.2215749   0.08777175 -0.00250998   \n",
       "76430     0.1751878  -0.06227825 -0.07909108   0.08609897 -0.08683533   \n",
       "8083      0.1175889  -0.07724948 -0.08576049   0.07620314  0.01008951   \n",
       "809      0.03755773  -0.04325794  -0.1081766  0.003433677 -0.05937815   \n",
       "828259   0.00182929   -0.1474511 -0.07303415  -0.00869558 -0.02216083   \n",
       "8726      0.2459737   -0.0793983  -0.1576835   0.02689193   -0.108885   \n",
       "887     -0.06586789   -0.1960342          -1   0.03422064 -0.05013918   \n",
       "950      0.08874767  -0.05885949 -0.08537289    0.1159257  -0.1106172   \n",
       "974071   0.02739463   -0.1622183  -0.1926212    0.0346101  -0.1093007   \n",
       "984     -0.05528244   -0.0995472  -0.1073653   0.05965287 -0.05746406   \n",
       "\n",
       "             154884        43748          809         332         2334  \\\n",
       "1009    -0.07492721  -0.01534239   0.03755773 -0.01811901  -0.03636648   \n",
       "102852  -0.04209802  -0.09755507    0.1576284 -0.09053356 -0.005843618   \n",
       "109      -0.1650777  -0.09020038  0.006895299  -0.1559583    0.1978577   \n",
       "11525   -0.05147119  -0.05852749   0.05146036 -0.02690651   0.01806784   \n",
       "117528   -0.2882782   -0.1054504   -0.1768463    -0.29859   -0.1316316   \n",
       "1261    -0.02829406   -0.0312253   0.04580455          -1    0.0882587   \n",
       "1340    -0.08380427  -0.06593193    0.0543711  -0.2014806     0.131829   \n",
       "1431    -0.09398822  -0.02901026   0.05119883  -0.1714621 -0.001795863   \n",
       "147547   0.03202428  -0.05226053    0.2135572  0.09562797  0.005023613   \n",
       "15349    -0.2172246           -1   -0.1369106    0.122311   -0.1369106   \n",
       "154884            1   -0.1150697  -0.04528275  -0.1878509   -0.1224617   \n",
       "165        -0.11006  -0.05594778  -0.05937815          -1  -0.08415028   \n",
       "166260   -0.1579125  -0.02358201   0.01360997          -1   0.05687112   \n",
       "17036   -0.03102145  -0.01151973    0.1281209  -0.1333779   0.09972319   \n",
       "1728      -0.113142   0.03688643  -0.02820227 -0.03156348   0.08963363   \n",
       "1843     -0.1149776  -0.05519853  0.003433677  -0.1641029 -0.005622133   \n",
       "193494  0.005912729    0.0247877    0.1253242 -0.03625953    0.0416011   \n",
       "2108    -0.05767639  -0.01476103   -0.0289172  -0.1788918   -0.0289172   \n",
       "233       -0.154911   -0.1020111  -0.04150022  -0.1903749   0.02541695   \n",
       "233190 -0.004571285   -0.1390717    0.1325864 -0.01392516  -0.02923652   \n",
       "23323   -0.04290685   0.05754388  -0.04619021  -0.2373308   0.02352426   \n",
       "2334     -0.1224617    -0.045785  -0.07033905  -0.1848712            1   \n",
       "2475     0.08468312   -0.1449881  -0.04325794  -0.2333852  -0.04325794   \n",
       "2510     -0.1832546    -0.193206   -0.1081766   0.1228496   -0.1973276   \n",
       "2534    -0.09346621  -0.09345061   0.04231002  -0.1060443    0.0909821   \n",
       "25529    -0.1809048   -0.2012966   0.01996756  -0.2309895   0.08316233   \n",
       "332      -0.1878509   -0.1801731  -0.07386919           1   -0.1848712   \n",
       "335      -0.2069783  -0.08148769   -0.1352471          -1   -0.1352471   \n",
       "364326           -1           -1           -1          -1           -1   \n",
       "426065    0.1335797           -1           -1          -1           -1   \n",
       "42844    -0.2283337   -0.1343826   -0.1013546  -0.1442133  -0.02414449   \n",
       "43748    -0.1150697            1 -0.001317244  -0.1801731    -0.045785   \n",
       "4527   -0.003772754   -0.1157642    0.2641358 -0.01263948    0.0405144   \n",
       "4603     -0.2176579  -0.03298596  -0.04616692   -0.271187   0.03937658   \n",
       "51387   -0.01243015  0.006118666   0.04440889  -0.1023745   0.09307981   \n",
       "5382    -0.07837963  -0.04011416   -0.0384773          -1   -0.0384773   \n",
       "5577    -0.08001959   0.01111349   -0.0611123          -1  -0.03989393   \n",
       "646363   -0.1347508   0.07485985   0.06835509  -0.1072349   0.05351944   \n",
       "649     -0.04282986   0.02504675   0.06512135  -0.1641041   0.08519098   \n",
       "68       -0.1944288   -0.2126015   0.03968379  -0.1173987   0.02912094   \n",
       "763     -0.09447096   0.07068748  -0.01309514          -1   0.03582922   \n",
       "76430  -0.003065854   0.02143199   0.06109945  -0.1197555 -0.005119462   \n",
       "8083    -0.05945402   0.01853048    0.1228182 -0.02565907    0.0439743   \n",
       "809     -0.04528275 -0.001317244            1 -0.07386919  -0.07033905   \n",
       "828259   -0.1491033    0.1188181  -0.01040331  -0.1496539  -0.05500689   \n",
       "8726    -0.02237545  -0.02390908    0.1492992 -0.05337199 -0.008333434   \n",
       "887      -0.1571016  -0.02571584  -0.03970224  -0.1749262   0.01474539   \n",
       "950     -0.09173681   0.03099363   0.08197448 -0.07189749   0.03004727   \n",
       "974071   -0.1580598   0.05686621  -0.06499174  -0.2378026     0.010965   \n",
       "984      -0.1120895  -0.04335492 -0.004118014   -0.164958    0.1486597   \n",
       "\n",
       "          ...             8083          950         5577       828259  \\\n",
       "1009      ...        0.1175889   0.08874767   -0.1058999   0.00182929   \n",
       "102852    ...         0.174765    0.1255327  -0.01084944   -0.1196565   \n",
       "109       ...       0.06288182   0.07851195  -0.01063743  -0.05667224   \n",
       "11525     ...       0.04682514    0.2309331  -0.09427855 -0.004109346   \n",
       "117528    ...       -0.1386314   -0.1556929   -0.1165559  -0.06130369   \n",
       "1261      ...        0.1624618    0.1629331  -0.03540346   0.03066314   \n",
       "1340      ...       0.07153916    0.1016172   0.02970535  -0.07424575   \n",
       "1431      ...        0.1640024    0.1064576  -0.04611257  -0.01830451   \n",
       "147547    ...        0.1387947   0.09260225   -0.1527105    -0.117832   \n",
       "15349     ...      -0.02921153  -0.09712882           -1           -1   \n",
       "154884    ...      -0.05945402  -0.09173681  -0.08001959   -0.1491033   \n",
       "165       ...       0.01008951   -0.1106172   0.02901862  -0.02216083   \n",
       "166260    ...       0.02567544   0.02608251   0.06124767   -0.1023809   \n",
       "17036     ...        0.2263244    0.1184886    -0.045791  -0.05302561   \n",
       "1728      ...        0.2985604  -0.05889996   0.02785543   0.01791493   \n",
       "1843      ...       0.07620314    0.1159257   0.05563757  -0.00869558   \n",
       "193494    ...        0.2025035    0.1573446   0.01087783  -0.07612095   \n",
       "2108      ...       0.07721746    0.1006708  -0.07937016    -0.016858   \n",
       "233       ...      0.005230001    0.0294738  -0.05683229  -0.06840535   \n",
       "233190    ...        0.1600041   0.05707525  -0.07800744  -0.07828533   \n",
       "23323     ...       0.09924397   0.08852624  -0.03397009  -0.01777389   \n",
       "2334      ...        0.0439743   0.03004727  -0.03989393  -0.05500689   \n",
       "2475      ...      -0.07724948  -0.05885949  -0.09501448   -0.1474511   \n",
       "2510      ...      -0.08576049  -0.08537289   -0.1705315  -0.07303415   \n",
       "2534      ...       0.04304775   0.07154023  -0.02713977  -0.02556144   \n",
       "25529     ...      -0.08690686  -0.05551713  -0.02622045   -0.1721274   \n",
       "332       ...      -0.02565907  -0.07189749           -1   -0.1496539   \n",
       "335       ...        -0.119248   0.05825478   0.09513104  0.001471078   \n",
       "364326    ...               -1           -1           -1           -1   \n",
       "426065    ...               -1           -1           -1           -1   \n",
       "42844     ...       -0.1620413   -0.1617082   -0.1765778   -0.1038634   \n",
       "43748     ...       0.01853048   0.03099363   0.01111349    0.1188181   \n",
       "4527      ...        0.1910582   0.06506176  -0.05740105  -0.01187227   \n",
       "4603      ...       -0.0401296  -0.02343536   -0.0688335  0.004497767   \n",
       "51387     ...        0.1883089   0.09631256   0.04602375  -0.07113028   \n",
       "5382      ...       -0.0125823    0.1693833  -0.08651709  -0.02252448   \n",
       "5577      ...       0.07647748  0.008723255            1   0.05886303   \n",
       "646363    ...         0.173727   0.08497419   0.01384847   0.05031717   \n",
       "649       ...        0.0384983    0.1080706   0.02007638  -0.04946833   \n",
       "68        ...       0.08244127   0.03092027  -0.03906481  -0.05416161   \n",
       "763       ...       0.09118539     0.051505  0.008314367    0.0493121   \n",
       "76430     ...        0.1755797    0.1475356  -0.05751923  -0.08910143   \n",
       "8083      ...                1    0.1229721   0.07647748  -0.04640407   \n",
       "809       ...        0.1228182   0.08197448   -0.0611123  -0.01040331   \n",
       "828259    ...      -0.04640407   0.01162772   0.05886303            1   \n",
       "8726      ...        0.1522783    0.1402333   -0.1106192  -0.06445128   \n",
       "887       ...       0.03678144    -0.033421   0.00548278  -0.03038128   \n",
       "950       ...        0.1229721            1  0.008723255   0.01162772   \n",
       "974071    ...      -0.09457427  0.002786268     0.134809  0.008019307   \n",
       "984       ...       0.08134434   0.03683511  0.004357345  -0.09240687   \n",
       "\n",
       "             102852       974071         5382          335 364326     426065  \n",
       "1009       0.192407   0.02739463    0.1476167   -0.1515719     -1         -1  \n",
       "102852            1   -0.1122235  -0.03132437   -0.1368973     -1         -1  \n",
       "109        0.028318  -0.06725481   0.04225307   -0.1283142     -1         -1  \n",
       "11525     0.0971284   -0.1163682   0.03047677   -0.0695927     -1         -1  \n",
       "117528   -0.1562867  -0.06939306   -0.1147683   -0.1742034     -1         -1  \n",
       "1261      0.2772199   0.02628102    0.1524775 -0.002323918     -1         -1  \n",
       "1340     0.05012444  -0.02193292   0.07311866  -0.06359388     -1         -1  \n",
       "1431      0.2099165  -0.03165379    0.1051991   -0.0215382     -1         -1  \n",
       "147547    0.3048111  -0.06957004  -0.01273365   -0.1951716     -1         -1  \n",
       "15349    -0.1131445           -1           -1           -1     -1         -1  \n",
       "154884  -0.04209802   -0.1580598  -0.07837963   -0.2069783     -1  0.1335797  \n",
       "165       -0.127844   -0.1093007   -0.1253644   -0.1339744     -1         -1  \n",
       "166260   -0.1141261   0.01915501  0.009327071  -0.06510911     -1         -1  \n",
       "17036      0.229106  -0.02078254   0.06688465  -0.03967112     -1         -1  \n",
       "1728      0.1349564  0.003312285  -0.03077327  -0.02288928     -1         -1  \n",
       "1843     0.05401615    0.0346101    0.1467292  -0.02981647     -1         -1  \n",
       "193494    0.2559046  -0.03345964    0.1308116  -0.09704002     -1  0.1870267  \n",
       "2108     0.09912857  -0.02337216   0.01955836  -0.03657078     -1         -1  \n",
       "233     -0.02412866  -0.05878417   0.03481281  -0.09072141     -1         -1  \n",
       "233190    0.3277125   -0.2012811   0.02215616  -0.07166285     -1         -1  \n",
       "23323    0.07782925   -0.0590679   0.06999474  -0.06805438     -1         -1  \n",
       "2334   -0.005843618     0.010965   -0.0384773   -0.1352471     -1         -1  \n",
       "2475     -0.0964151   -0.1622183  -0.07594132   -0.3019417     -1         -1  \n",
       "2510     -0.1717643   -0.1926212   -0.2276873           -1     -1         -1  \n",
       "2534      0.1154564  -0.05223757   0.02583425  -0.07903128     -1         -1  \n",
       "25529   -0.04911067   -0.1263783  -0.02480382   -0.1510521     -1         -1  \n",
       "332     -0.09053356   -0.2378026           -1           -1     -1         -1  \n",
       "335      -0.1368973  -0.01222363   0.05039495            1     -1         -1  \n",
       "364326           -1           -1           -1           -1      1         -1  \n",
       "426065           -1           -1           -1           -1     -1          1  \n",
       "42844    -0.0746081           -1   -0.1130634           -1     -1         -1  \n",
       "43748   -0.09755507   0.05686621  -0.04011416  -0.08148769     -1         -1  \n",
       "4527      0.2066021   -0.1442063   -0.0124707   -0.1661307     -1         -1  \n",
       "4603    -0.05385382  -0.03363414  -0.03534811   -0.1194269     -1         -1  \n",
       "51387     0.2238106  -0.01637455   0.04749276  -0.06431426     -1         -1  \n",
       "5382    -0.03132437    0.0577501            1   0.05039495     -1         -1  \n",
       "5577    -0.01084944     0.134809  -0.08651709   0.09513104     -1         -1  \n",
       "646363   0.08765878   0.02643391   0.01539825   0.06918129     -1         -1  \n",
       "649       0.1081633  0.009331319    0.1493336  -0.06819036     -1   0.288233  \n",
       "68       0.02439827    -0.176328   -0.1529915   -0.1344576     -1         -1  \n",
       "763      0.09449554    0.1336097    0.0896636  -0.01598801     -1         -1  \n",
       "76430     0.1618376  -0.01645576     0.118277   -0.1362542     -1  0.2932635  \n",
       "8083       0.174765  -0.09457427   -0.0125823    -0.119248     -1         -1  \n",
       "809       0.1576284  -0.06499174   -0.0384773   -0.1352471     -1         -1  \n",
       "828259   -0.1196565  0.008019307  -0.02252448  0.001471078     -1         -1  \n",
       "8726      0.2989805  -0.03249069   0.06274041   -0.1106993     -1  0.2275006  \n",
       "887      0.01581436   0.03007409  -0.03420587   -0.1048494     -1         -1  \n",
       "950       0.1255327  0.002786268    0.1693833   0.05825478     -1         -1  \n",
       "974071   -0.1122235            1    0.0577501  -0.01222363     -1         -1  \n",
       "984       0.0156724 -0.009949854 -0.007961932    -0.130773     -1         -1  \n",
       "\n",
       "[50 rows x 50 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "FinalMatrix_sort = FinalMatrix.sort()\n",
    "FinalMatrix_sort\n",
    "#this does nothing useful."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{-0.30194166760469004: ['335', '2475'],\n",
       " -0.2985900309709324: ['117528', '332'],\n",
       " -0.28827815062149054: ['117528', '154884'],\n",
       " -0.2711869907117207: ['4603', '332'],\n",
       " -0.2626124526353265: ['117528', '2475'],\n",
       " -0.258029514490955: ['165', '2475'],\n",
       " -0.24781268153141184: ['15349', '109'],\n",
       " -0.24659332984716997: ['42844', '2475'],\n",
       " -0.2458416357694585: ['2510', '2475'],\n",
       " -0.2429153582591789: ['42844', '8726'],\n",
       " -0.23780256555585105: ['974071', '332'],\n",
       " -0.23733080962452807: ['23323', '332'],\n",
       " -0.2336229307014015: ['117528', '2510'],\n",
       " -0.23338524864184362: ['332', '2475'],\n",
       " -0.23098953597107286: ['25529', '332'],\n",
       " -0.2295484636355992: ['68', '2475'],\n",
       " -0.22919884151814365: ['42844', '193494'],\n",
       " -0.2283337401039691: ['42844', '154884'],\n",
       " -0.2276873403146033: ['5382', '2510'],\n",
       " -0.22403268844942126: ['42844', '763'],\n",
       " -0.22276050381090887: ['117528', '15349'],\n",
       " -0.22272127891287818: ['4603', '2510'],\n",
       " -0.22157494724779914: ['763', '2510'],\n",
       " -0.21765794002116837: ['4603', '154884'],\n",
       " -0.21722462336788068: ['15349', '154884'],\n",
       " -0.21260145146698964: ['68', '43748'],\n",
       " -0.2084297500931023: ['109', '2510'],\n",
       " -0.20697833086119377: ['335', '154884'],\n",
       " -0.2014806380280149: ['1340', '332'],\n",
       " -0.20129656443996774: ['25529', '43748'],\n",
       " -0.2012811425450724: ['974071', '233190'],\n",
       " 0.20045559803614982: ['233190', '76430'],\n",
       " 0.20250349149936406: ['8083', '193494'],\n",
       " 0.20561577133770007: ['17036', '147547'],\n",
       " 0.20660212431472716: ['102852', '4527'],\n",
       " 0.20725847638736047: ['147547', '76430'],\n",
       " 0.20820467976008264: ['4527', '17036'],\n",
       " 0.20854548172324022: ['4527', '233190'],\n",
       " 0.2094720471430609: ['51387', '76430'],\n",
       " 0.2099164872541968: ['102852', '1431'],\n",
       " 0.2118684529248121: ['17036', '1261'],\n",
       " 0.21286398838805637: ['51387', '8726'],\n",
       " 0.2135571517930019: ['147547', '809'],\n",
       " 0.2172590796880564: ['2534', '193494'],\n",
       " 0.21942754560668457: ['4527', '193494'],\n",
       " 0.2204299036025528: ['649', '193494'],\n",
       " 0.221562570701854: ['649', '76430'],\n",
       " 0.22381063036103255: ['102852', '51387'],\n",
       " 0.22428467062059423: ['1261', '193494'],\n",
       " 0.22632440972815057: ['8083', '17036'],\n",
       " 0.22669140555638476: ['2534', '76430'],\n",
       " 0.22750059951331855: ['426065', '8726'],\n",
       " 0.2280521743126178: ['1431', '193494'],\n",
       " 0.22894922851668537: ['51387', '193494'],\n",
       " 0.2291059630472209: ['102852', '17036'],\n",
       " 0.2301244808043805: ['4527', '8726'],\n",
       " 0.23093314740109733: ['950', '11525'],\n",
       " 0.23166046965554107: ['233190', '1009'],\n",
       " 0.23760116492148617: ['147547', '1009'],\n",
       " 0.2384601136051608: ['51387', '233190'],\n",
       " 0.23897786653852537: ['4527', '76430'],\n",
       " 0.24153653725711627: ['17036', '8726'],\n",
       " 0.24597370879973754: ['8726', '1009'],\n",
       " 0.25335177500152223: ['42844', '15349'],\n",
       " 0.2559046337941513: ['102852', '193494'],\n",
       " 0.26413578388028347: ['4527', '809'],\n",
       " 0.26420892024579956: ['51387', '147547'],\n",
       " 0.2722572582894196: ['17036', '193494'],\n",
       " 0.2735420111509206: ['233190', '193494'],\n",
       " 0.27426178311264476: ['76430', '193494'],\n",
       " 0.27721992698478104: ['102852', '1261'],\n",
       " 0.2858564160915156: ['147547', '233190'],\n",
       " 0.2866822091069632: ['11525', '2108'],\n",
       " 0.2882330017648582: ['426065', '649'],\n",
       " 0.2906893972508018: ['8726', '193494'],\n",
       " 0.29255488946622055: ['1431', '1261'],\n",
       " 0.29326348769495253: ['426065', '76430'],\n",
       " 0.29856039763939246: ['8083', '1728'],\n",
       " 0.2989804704969511: ['102852', '8726'],\n",
       " 0.3032463320253202: ['147547', '8726'],\n",
       " 0.30481107774177235: ['102852', '147547'],\n",
       " 0.3138527673937334: ['76430', '23323'],\n",
       " 0.31736865881548176: ['147547', '193494'],\n",
       " 0.32771246082362226: ['102852', '233190'],\n",
       " 0.33008958637704605: ['4527', '147547'],\n",
       " 0.3387709841256878: ['51387', '17036'],\n",
       " 0.3763621484796657: ['8726', '233190'],\n",
       " 0.39724047186209094: ['15349', '2510']}"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# loop through all the entries in final matrix. \n",
    "# If cell contents are over 0.20 and are not\n",
    "# 1 or -1, make them the key of a dictionary\n",
    "# where the values are the two groups that\n",
    "# correspond to that value.\n",
    "\n",
    "testlist = []\n",
    "valuedict = dict()\n",
    "column_names1= list(FinalMatrix.columns.values) # list of the column names\n",
    "for x in range(0, len(FinalMatrix.columns)):\n",
    "    for y in range (0, len(FinalMatrix.columns)):\n",
    "        if abs(FinalMatrix.iloc[x,y]) > 0.20 and abs(FinalMatrix.iloc[x,y]) < .999:\n",
    "            valuedict[FinalMatrix.iloc[x,y]] = [column_names1[x], column_names1[y]]\n",
    "            #testlist.append(FinalMatrix.iloc[x,y])\n",
    "            \n",
    "valuedict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "88\n"
     ]
    }
   ],
   "source": [
    "print len(valuedict)"
   ]
  }
 ],
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