psd.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f2265ab7-f4c1-411d-af90-c7c64bf8dd88",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from datascience import *\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "58830722-4a5c-45a8-bc5a-04056a1e81c1",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>query</th> <th>error</th> <th>timestamp</th> <th>profilePictureUrl</th> <th>username</th> <th>profileUrl</th> <th>comment</th> <th>likeCount</th> <th>replyCount</th> <th>commentDate</th> <th>commentId</th> <th>ownerId</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>Couldn't access post: Couldn't load post</td> <td>2023-10-14T23:29:10.246Z</td> <td>nan                                                         </td> <td>nan        </td> <td>nan                                  </td> <td>nan      </td> <td>nan      </td> <td>nan       </td> <td>nan                     </td> <td>nan        </td> <td>nan        </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/33983663 ...</td> <td>iamnedk    </td> <td>https://www.instagram.com/iamnedk    </td> <td>14!      </td> <td>1        </td> <td>0         </td> <td>2023-10-10T21:46:26.000Z</td> <td>1.79761e+16</td> <td>1.97798e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/35348538 ...</td> <td>buchi.uk   </td> <td>https://www.instagram.com/buchi.uk   </td> <td>15 & 23  </td> <td>0        </td> <td>0         </td> <td>2023-10-11T10:30:32.000Z</td> <td>1.78995e+16</td> <td>3.5653e+09 </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/32120796 ...</td> <td>tayo.od    </td> <td>https://www.instagram.com/tayo.od    </td> <td>17       </td> <td>0        </td> <td>0         </td> <td>2023-10-10T20:09:31.000Z</td> <td>1.8026e+16 </td> <td>1.45921e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/33983663 ...</td> <td>iamnedk    </td> <td>https://www.instagram.com/iamnedk    </td> <td>14       </td> <td>1        </td> <td>2         </td> <td>2023-10-10T19:31:54.000Z</td> <td>1.78804e+16</td> <td>1.97798e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/27803129 ...</td> <td>ssupersaee </td> <td>https://www.instagram.com/ssupersaee </td> <td>3 or 16!!</td> <td>0        </td> <td>0         </td> <td>2023-10-10T19:54:40.000Z</td> <td>1.80441e+16</td> <td>1.79837e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/36277080 ...</td> <td>dj.primeau </td> <td>https://www.instagram.com/dj.primeau </td> <td>14       </td> <td>1        </td> <td>1         </td> <td>2023-10-10T21:43:00.000Z</td> <td>1.79357e+16</td> <td>1.25796e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/37076229 ...</td> <td>fallofkamsi</td> <td>https://www.instagram.com/fallofkamsi</td> <td>15 & 23  </td> <td>0        </td> <td>0         </td> <td>2023-10-11T07:42:27.000Z</td> <td>1.80171e+16</td> <td>2.21237e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/34441157 ...</td> <td>fiyin_d    </td> <td>https://www.instagram.com/fiyin_d    </td> <td>24       </td> <td>0        </td> <td>2         </td> <td>2023-10-11T08:24:50.000Z</td> <td>1.80846e+16</td> <td>4.63795e+09</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https://www.instagram.com/p/CyOsNlWoHou/?img_index=1</td> <td>nan                                     </td> <td>2023-10-14T23:32:20.851Z</td> <td>https://scontent.cdninstagram.com/v/t51.2885-19/37509478 ...</td> <td>beingugo   </td> <td>https://www.instagram.com/beingugo   </td> <td>15 & 23  </td> <td>1        </td> <td>0         </td> <td>2023-10-10T20:06:31.000Z</td> <td>1.83917e+16</td> <td>4.0894e+09 </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (1218 rows omitted)</p>"
      ],
      "text/plain": [
       "query                                                | error                                    | timestamp                | profilePictureUrl                                            | username    | profileUrl                            | comment   | likeCount | replyCount | commentDate              | commentId   | ownerId\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | Couldn't access post: Couldn't load post | 2023-10-14T23:29:10.246Z | nan                                                          | nan         | nan                                   | nan       | nan       | nan        | nan                      | nan         | nan\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/33983663 ... | iamnedk     | https://www.instagram.com/iamnedk     | 14!       | 1         | 0          | 2023-10-10T21:46:26.000Z | 1.79761e+16 | 1.97798e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/35348538 ... | buchi.uk    | https://www.instagram.com/buchi.uk    | 15 & 23   | 0         | 0          | 2023-10-11T10:30:32.000Z | 1.78995e+16 | 3.5653e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/32120796 ... | tayo.od     | https://www.instagram.com/tayo.od     | 17        | 0         | 0          | 2023-10-10T20:09:31.000Z | 1.8026e+16  | 1.45921e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/33983663 ... | iamnedk     | https://www.instagram.com/iamnedk     | 14        | 1         | 2          | 2023-10-10T19:31:54.000Z | 1.78804e+16 | 1.97798e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/27803129 ... | ssupersaee  | https://www.instagram.com/ssupersaee  | 3 or 16!! | 0         | 0          | 2023-10-10T19:54:40.000Z | 1.80441e+16 | 1.79837e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/36277080 ... | dj.primeau  | https://www.instagram.com/dj.primeau  | 14        | 1         | 1          | 2023-10-10T21:43:00.000Z | 1.79357e+16 | 1.25796e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/37076229 ... | fallofkamsi | https://www.instagram.com/fallofkamsi | 15 & 23   | 0         | 0          | 2023-10-11T07:42:27.000Z | 1.80171e+16 | 2.21237e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/34441157 ... | fiyin_d     | https://www.instagram.com/fiyin_d     | 24        | 0         | 2          | 2023-10-11T08:24:50.000Z | 1.80846e+16 | 4.63795e+09\n",
       "https://www.instagram.com/p/CyOsNlWoHou/?img_index=1 | nan                                      | 2023-10-14T23:32:20.851Z | https://scontent.cdninstagram.com/v/t51.2885-19/37509478 ... | beingugo    | https://www.instagram.com/beingugo    | 15 & 23   | 1         | 0          | 2023-10-10T20:06:31.000Z | 1.83917e+16 | 4.0894e+09\n",
       "... (1218 rows omitted)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results = Table.read_table('result.csv')\n",
    "results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "00135cda-e6d5-42c0-b824-90d097b07fbe",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>username</th> <th>comment</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>nan        </td> <td>nan      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk    </td> <td>14!      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>buchi.uk   </td> <td>15 & 23  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tayo.od    </td> <td>17       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk    </td> <td>14       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ssupersaee </td> <td>3 or 16!!</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dj.primeau </td> <td>14       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fallofkamsi</td> <td>15 & 23  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fiyin_d    </td> <td>24       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>beingugo   </td> <td>15 & 23  </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (1218 rows omitted)</p>"
      ],
      "text/plain": [
       "username    | comment\n",
       "nan         | nan\n",
       "iamnedk     | 14!\n",
       "buchi.uk    | 15 & 23\n",
       "tayo.od     | 17\n",
       "iamnedk     | 14\n",
       "ssupersaee  | 3 or 16!!\n",
       "dj.primeau  | 14\n",
       "fallofkamsi | 15 & 23\n",
       "fiyin_d     | 24\n",
       "beingugo    | 15 & 23\n",
       "... (1218 rows omitted)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clean = results.select('username','comment')\n",
    "clean"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9b7c63a2-825f-4bb5-ab56-c3af94ea08b9",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>username</th> <th>comment</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>nan                      </td> <td>nan                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk                  </td> <td>14!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>buchi.uk                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tayo.od                  </td> <td>17                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ssupersaee               </td> <td>3 or 16!!                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dj.primeau               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fallofkamsi              </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fiyin_d                  </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>beingugo                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>t.imiii_                 </td> <td>5🔥                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>amao_nifemi              </td> <td>31 & 16                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamnedk                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kamultra                 </td> <td>14!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>0nlydein                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fikayowilliams           </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ikilledlotana            </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chuks2x                  </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyov3r                   </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>o.js_gram                </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>imraniniho               </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ebubeofoma               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>youknowmuna              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>youknowmuna              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>krad.exe                 </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stunn4stunn4             </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thankyoustunna           </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ini.og                   </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>silos.vintage            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>0dediran                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>nomarichard              </td> <td>22! 🔥                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thefunm_x                </td> <td>16 & 17                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jaypeebabalola           </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>molumba_king             </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>f0laffs                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>t.ppxt                   </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>azetanota                </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jola.rtw                 </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>n_eedu                   </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>n_eedu                   </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>n_eedu                   </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.joshh._o               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>toluie._                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mudionmars               </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>subomiissocial           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ayomidemalik             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>w1ckedwitchofdawest      </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>naetheamazing            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rjoel.20                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>taylored_mike            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_marvi               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_i.v.y_z                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xephinix30               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatboy_toby             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobias.inc               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ifemideolusola           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>okesprinz                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>la.lalala8700            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebii_i                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wrldd                    </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>atk051                   </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobisznn                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiimoh_                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>naetheamazing            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>isaaccbtw                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.e.b.a.h_               </td> <td>19!!\n",
       "@martin.wayyy 🤫            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_dyola_                  </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>idsoswag                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>idsoswag                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>idsoswag                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>idsoswag                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ama.kaaa                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ijeoma.ubajekwe          </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ama.kaaa                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ama.kaaa                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ama.kaaa                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ijeoma.ubajekwe          </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ore.eeee                 </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ilovehel3n               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ilovehel3n               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ilovehel3n               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ilovehel3n               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ilovehel3n               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>01tosin                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aydrianbeats             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>only1octave              </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_carlton                 </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ariiyo_                  </td> <td>31!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>vkjnrrr                  </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mufasa.srt               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mufasa.srt               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>bleachxinsertname        </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>bleachxinsertname        </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_melvin001               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>emmanuel.golden_31       </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lica_wrld                </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sadfaceworldwide         </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_iam_wale                </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3junearchive             </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ohai.ifechukwude         </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sherman_x_               </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>swizema                  </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ayoomiikunn              </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ayoomiikunn              </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1904._._                 </td> <td>9!!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fashunndfaces            </td> <td>9 hands down                    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>shincouture              </td> <td>9!                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sb.burnin                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9!!!!!!                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pettyboyelvis            </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stracity.inc             </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mxxdcc                   </td> <td>9!                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>showtim.lvs              </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>g3rald.o                 </td> <td>9!!!                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>the.bigga                </td> <td>9!!!!                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tans.on                  </td> <td>9!!!!!                          </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sb.naj                   </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>myde.__                  </td> <td>9!!!                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>adeolu.lana              </td> <td>Its either 8 or 14 ngl          </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>leedarulaa               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dmlvs.dawrld             </td> <td>14!!                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dmlvs.dawrld             </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dmlvs.dawrld             </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3junearchive             </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alden_egbagbe            </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j.ephraim_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jobakazue                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.solace1                </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mub_abass                </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>keneoleah                </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tobii_.ig                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jobakazue                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jobakazue                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jobakazue                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>keneoleah                </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>keneoleah                </td> <td>30 dark zero                    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>michaelkogolo            </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>michaelkogolo            </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>michaelkogolo            </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_cheeamaka_              </td> <td>30                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>osmundigwe               </td> <td>27 x 18                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ojeh_precious            </td> <td>29 @ojeh_precious               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>yoruba_shakespeare       </td> <td>@planetsocarvin 27              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thebolscartel            </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>boifola                  </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>manlikewyatt             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ojeh_precious            </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1800manny_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1800manny_               </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>crxx_izzy                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>crxx_izzy                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>crxx_izzy                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>crxx_izzy                </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>planetsocarvin           </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dripwithgunti            </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>delocastudios            </td> <td>27 @planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>slicetotheworld          </td> <td>27\n",
       "@planetsocarvin !!           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stonedjesuslover         </td> <td>27\n",
       "@planetsocarvin              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14!!                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mercymarkus_             </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>photos.by.william_       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>forever.gr8ness          </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dalva_capitao            </td> <td>22🔥🔥🔥                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>realjagoo                </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saucimike._              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saucimike._              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saucimike._              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saucimike._              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saucimike._              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stwintthehuman           </td> <td>6&13                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bigdaddy_tomkins        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bigdaddy_tomkins        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bigdaddy_tomkins        </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kany1nn                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bigdaddy_tomkins        </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iamdime__                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aderewaaa_               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aderewaaa_               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aderewaaa_               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebii_i                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebii_i                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebii_i                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebii_i                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tired.comr               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tired.comr               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tired.comr               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tired.comr               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tired.comr               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dumebitakesalotofpictures</td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_teewah_15               </td> <td>22🔥                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_teewah_15               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_teewah_15               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kam_say_                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i_am_.nasa               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lade_maybe               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wrldd                    </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ug33online               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stylewithpresh           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ayomide_akintan         </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ioe_0101                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>its.not.samuel           </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_988_zc                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>long_liveg4choppa        </td> <td>22🔥                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>long_liveg4choppa        </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>long_liveg4choppa        </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>deji.ai                  </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>deji.ai                  </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_4kt333                  </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thisaint.miracle         </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyuduak_             </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyuduak_             </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>theofficialjta_          </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>taniasgrowth             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temyy_baby               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wrldd                    </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__heph__                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__heph__                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_s.q.u.a.d.r.o.n         </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>o.m.o.n.o.s.e            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>o.m.o.n.o.s.e            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>davekadex                </td> <td>22 lit🔥                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamalbalogun19           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.oluwamakinde           </td> <td>15 and 23                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>elena_ameh               </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>re_editss_               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precious.daniels_        </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>glitstars                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>presteriax               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>temidrawss               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_owenswisdom             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bunmiee_                </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>yourundercoverbabe       </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aj_davees                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sophcxyz                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jiggy_protocol           </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iyinoluwa.__             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>khadijat_.x              </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>faka._.h                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>xyz.titi                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_benzy_nextdoor       </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ralu_ej                  </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>acetmggg                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>acetmggg                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>acetmggg                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>acetmggg                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>acetmggg                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>https.ebun               </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>0ti_ayomike              </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>only1wale                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>hottestboy_03            </td> <td>22🔥🔥                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>sanmioflagos             </td> <td>22!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ayomipo.ayodele          </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>theyhating0n.fatoom      </td> <td>22!!!                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stress_in0               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>j_dappy                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>justthatgirla            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>notblad3y                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lil_drew_m               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>eberetneverlostit        </td> <td>15 & 23, easily 🏆               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.10.09.05._             </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rxr._collections         </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>precioususi_             </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_offx.yusuf              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lord_silvester           </td> <td>22🔥                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jola.rtw                 </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jola.rtw                 </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jola.rtw                 </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jola.rtw                 </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>krah_fht                 </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>damzy.x                  </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>damzy.x                  </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>damzy.x                  </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_.serena__            </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>renaonset                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.ivy_anna               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>panda_rtt                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>panda_rtt                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>panda_rtt                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ouwtoni                  </td> <td>19                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ayomikun_ok              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>neyomie___               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz_not_morris           </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>pyt_kiekie               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_daniade                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>emmab_ling               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_akpaja                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_val.eriie_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_val.eriie_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>omozele_                 </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>omozele_                 </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ofureh.szn               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>holland.ia_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>a.b.i.gail._             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>nnediftw                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tyler.rtw_               </td> <td>12  and 28                      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>divaa.oa                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>obaribenju               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>roli.ou                  </td> <td>12&28                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fisayoox                 </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.h.e.m.z.y              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fiyin._.dada             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wolethefirst             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wolethefirst             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wolethefirst             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itz._nessy               </td> <td>17&27                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prizzimercy              </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>novacorte                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>h.e.n.n.i.e              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>komzi.a                  </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>aamanda__n               </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kosy__ifs                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>cloud9crochet__          </td> <td>10!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>queensybil_              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__.__nazo                </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>theonlymojojojo          </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seun.enitan              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>prettyval4444            </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6th.quan                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6th.quan                 </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>joy.sukpa                </td> <td>18 & 26                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dothrski                 </td> <td>6                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dothrski                 </td> <td>2                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kene.oj                  </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1800manny_               </td> <td>6and 13                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>nessie.404               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>nessie.404               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>migos.repp               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>migos.repp               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>migos.repp               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>migos.repp               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ufwpeter                 </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3amy_                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tw.naomii                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3fem3n4                  </td> <td>12 & 28                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lare.adekeye             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tw.naomii                </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tw.naomii                </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>13                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tw.naomii                </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12.wya                   </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kinolayd                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dadzyfawaz               </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>heardyoursule            </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>16                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_ezi.nneee_              </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>seansomadina             </td> <td>13 & 24                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_igwealbert_             </td> <td>No 8!!!                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.a.m.o.l.a             </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mikun_xx                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumieffect               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>beingkarr                </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kuroamachree             </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_sus.aan                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15 and 23                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamaal.myii              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jamaal.myii              </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>melvin.0s2               </td> <td>112                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>melvin.0s2               </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>el.mwana                 </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>manlikesegun             </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>b.l.c.k_boi              </td> <td>6!                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>b.l.c.k_boi              </td> <td>Shit 13🤦🏿‍♂️                    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>joelpremee               </td> <td>5 is the hardest fit there lmaoo</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tammmmi3                 </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>joshuakowo               </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_s.t.a.n.k.y             </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ej__xx                   </td> <td>8                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fireso1a                 </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fireso1a                 </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fatherismyfather         </td> <td>4!                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fatherismyfather         </td> <td>15!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fatherismyfather         </td> <td>24!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fatherismyfather         </td> <td>28!                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jabalshabach             </td> <td>28                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jabalshabach             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>__heph__                 </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>haletteperfume           </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_tonia__12               </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>joanna__pala             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>joanna__pala             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>manlikebube              </td> <td>13 & 6 💯                        </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>kamkardashxn             </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>calebemehi_              </td> <td>21                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mayowa.o._               </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>gtfokhadijah             </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>gtfokhadijah             </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>hohepunktte              </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>hohepunktte              </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>earth2maryam             </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>regentszn                </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>charli3szn               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>charli3szn               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>charli3szn               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>nicholas.famoye          </td> <td>31                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>rb.balo                  </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>motunisantisocial        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>daa_rrel                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.kunle__              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>black___vengeance        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>black___vengeance        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>black___vengeance        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>black___vengeance        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>black___vengeance        </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>blvcksommy               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>wrldd                    </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ojakovo.jesse            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>brownyaks                </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>godsillo                 </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odutz_                   </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>odunskithegenarator      </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>mr.willlliam             </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>plxyboi.d3z              </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_bad.boi_k               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>martiinooos              </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.prodigy               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.prodigy               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.prodigy               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.prodigy               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_d.prodigy               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>itsfolarin__             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lov3.barbiee             </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>i.am.onyii               </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.ewoma_                 </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>getmelbaked              </td> <td>6                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>im.anye                  </td> <td>13 & 6                          </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>adetojuwon               </td> <td>4 !                             </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>15                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chubii.gram              </td> <td>23                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>v.iwali                  </td> <td>13                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>debbyfasingha            </td> <td>way too hard to pick😂           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumi.ninu__              </td> <td>10                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>_.mel.ian                </td> <td>26 cl                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>alexkorubo               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ojie_andrea              </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>chukwuebukarh            </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tema.avb                 </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1800manny_               </td> <td>6,13                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>saps_smokedu             </td> <td>3                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tom1sin.rtw              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>oluwatank0               </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jirop.riv                </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>yoruba_shakespeare       </td> <td>@ojeh_precious 29               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>fifisolovely             </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>planetsocarvin           </td> <td>29 @ojeh_precious               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tolu.rtw                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tumiakerele              </td> <td>1                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>zoejibs                  </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>heardyoursule            </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tootstheboy              </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lucius__a                </td> <td>Real ngas know it’s 3           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dolor.tristitia          </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>s.i.ama                  </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iigorspace               </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iigorspace               </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ade.fabamw0              </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>iji.ola_                 </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>smurfinexcelsis          </td> <td>4                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tamsbaby__               </td> <td>27!!!                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tamsbaby__               </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>the.jesuscenteredbabe    </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tamsbaby__               </td> <td>27 🌟🌟                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>styledbytams_            </td> <td>27 🧡                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>styledbytams_            </td> <td>27 🔆                            </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>styledbytams_            </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27 ✨✨                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27 !!!                          </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4leafclove.r             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>eebrexx                  </td> <td>No. 8                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>d.i.j.a.h.x.o.xo         </td> <td>14                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>tanson.3x                </td> <td>9                               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>lica_wrld                </td> <td>29 @ojeh_precious               </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>jonneychukwu             </td> <td>27                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>ibelieveimfly            </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>therealvl225             </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>a1nathan._               </td> <td>22                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatkidnextdoor._        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatkidnextdoor._        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatkidnextdoor._        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatkidnextdoor._        </td> <td>15 & 23                         </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thatkidnextdoor._        </td> <td>15&23                           </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>youluvv.ire              </td> <td>24                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>y0deji                   </td> <td>12 and 28                       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>18                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>26                              </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>dr1sss                   </td> <td>26                              </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (10 rows omitted)</p>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "clean.show(1218)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "858b97f2-5050-4dda-82b5-ff917e63f375",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>username</th> <th>comment</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>temidrawss</td> <td>1      </td>\n",
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       "            <td>temidrawss</td> <td>1      </td>\n",
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       "            <td>temidrawss</td> <td>1      </td>\n",
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       "            <td>temidrawss</td> <td>1      </td>\n",
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       "username   | comment\n",
       "temidrawss | 1\n",
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       "temidrawss | 1\n",
       "temidrawss | 1\n",
       "temidrawss | 1\n",
       "temidrawss | 1\n",
       "temidrawss | 1\n",
       "temidrawss | 1\n",
       "... (132 rows omitted)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a = clean.where('comment', '1')\n",
    "a"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "670c86c8-6aad-4a0e-b7d8-c86c74d57cfd",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>username</th> <th>comment</th>\n",
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       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "        <tr>\n",
       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "        <tr>\n",
       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "        <tr>\n",
       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "        <tr>\n",
       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
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       "            <td>tom1sin.rtw        </td> <td>1      </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a.show(142)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "194aa2d5-7f57-41ac-82a1-6e2566fb9b4c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# Assuming 'clean' is your DataFrame\n",
    "\n",
    "# Count the occurrences of '1' in the 'comment' column\n",
    "count_of_ones = (clean['comment'] == '31').sum()\n",
    "\n",
    "# Display the count\n",
    "print(count_of_ones)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "8d53b66f-87c5-4d85-8b82-9888b2490925",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>username</th> <th>comment</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>fiyin_d       </td> <td>24     </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>o.js_gram     </td> <td>24     </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>krad.exe      </td> <td>24     </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>stunn4stunn4  </td> <td>24     </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>thankyoustunna</td> <td>24     </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>youluvv.ire   </td> <td>24     </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "username       | comment\n",
       "fiyin_d        | 24\n",
       "o.js_gram      | 24\n",
       "krad.exe       | 24\n",
       "stunn4stunn4   | 24\n",
       "thankyoustunna | 24\n",
       "youluvv.ire    | 24"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b = clean.where('comment', '24')\n",
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e4224bb5-0e0e-4fab-b7e4-1f2c862878b4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "clean1 = clean.drop('username')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "0e393318-c41c-4e18-8870-bfb20648c482",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>comment</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>nan      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14!      </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>15 & 23  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>17       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3 or 16!!</td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>15 & 23  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>24       </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>15 & 23  </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (1218 rows omitted)</p>"
      ],
      "text/plain": [
       "comment\n",
       "nan\n",
       "14!\n",
       "15 & 23\n",
       "17\n",
       "14\n",
       "3 or 16!!\n",
       "14\n",
       "15 & 23\n",
       "24\n",
       "15 & 23\n",
       "... (1218 rows omitted)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clean1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "bf5b95a9-a618-4936-87be-3c094b2eeb99",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "invalid literal for int() with base 10: 'nan'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[11], line 5\u001b[0m\n\u001b[0;32m      1\u001b[0m final \u001b[38;5;241m=\u001b[39m Table\u001b[38;5;241m.\u001b[39mwith_columns(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcomments\u001b[39m\u001b[38;5;124m'\u001b[39m, make_array(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m3\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m4\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m5\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m6\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m7\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m9\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m10\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m      2\u001b[0m                                                 \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m11\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m12\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m13\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m14\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m15\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m16\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m17\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m18\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m19\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m20\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m      3\u001b[0m                                                 \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m21\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m22\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m23\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m24\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m25\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m26\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m27\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m28\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m29\u001b[39m\u001b[38;5;124m'\u001b[39m,\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m30\u001b[39m\u001b[38;5;124m'\u001b[39m,\n\u001b[0;32m      4\u001b[0m                                                 \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m31\u001b[39m\u001b[38;5;124m'\u001b[39m),\n\u001b[1;32m----> 5\u001b[0m                            \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcount\u001b[39m\u001b[38;5;124m'\u001b[39m, (clean[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcomment\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mint\u001b[39m))\u001b[38;5;241m.\u001b[39msum())\n",
      "\u001b[1;31mValueError\u001b[0m: invalid literal for int() with base 10: 'nan'"
     ]
    }
   ],
   "source": [
    "final = Table.with_columns('comments', make_array('1','2','3','4','5','6','7','8','9','10',\n",
    "                                                '11','12','13','14','15','16','17','18','19','20'\n",
    "                                                '21','22','23','24','25','26','27','28','29','30',\n",
    "                                                '31'),\n",
    "                           'count', (clean['comment'].astype(int)).sum())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3c5a740f-edcb-4d46-82a2-5898d2bdec20",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>comments</th> <th>count</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>1       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>5       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>7       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>8       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9       </td> <td>nan  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10      </td> <td>nan  </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (21 rows omitted)</p>"
      ],
      "text/plain": [
       "comments | count\n",
       "1        | nan\n",
       "2        | nan\n",
       "3        | nan\n",
       "4        | nan\n",
       "5        | nan\n",
       "6        | nan\n",
       "7        | nan\n",
       "8        | nan\n",
       "9        | nan\n",
       "10       | nan\n",
       "... (21 rows omitted)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "from datascience import Table, make_array\n",
    "\n",
    "# Assuming 'clean' is your DataFrame\n",
    "clean['comment'] = pd.to_numeric(clean['comment'], errors='coerce')  # Convert to numeric, coerce errors to NaN\n",
    "\n",
    "final = Table().with_columns(\n",
    "    'comments', make_array('1', '2', '3', '4', '5', '6', '7', '8', '9', '10',\n",
    "                            '11', '12', '13', '14', '15', '16', '17', '18', '19', '20',\n",
    "                            '21', '22', '23', '24', '25', '26', '27', '28', '29', '30',\n",
    "                            '31'),\n",
    "    'count', clean['comment'].sum()\n",
    ")\n",
    "final\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6989a699-e6b7-407b-bfe1-95f026331f77",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "comments                                                     | count\n",
      "['1' '2' '3' '4' '5' '6' '7' '8' '9' '10' '11' '12' '13' ... | [142 1 1 7 0 2 0 15 56 67 0 108 2 196 68 7 1 24 7 0 1 13 ...\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "final_data = []\n",
    "\n",
    "# Iterate through each value in the 'comment' column\n",
    "# Iterate through each value in the 'comment' column\n",
    "for comment_value in make_array('1', '2', '3', '4', '5', '6', '7', '8', '9', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23', '24', '25', '26', '27', '28', '29', '30', '31'):\n",
    "    # Count occurrences for the current value\n",
    "    comment_count = (clean['comment'] == comment_value).sum()\n",
    "    # Append to the final data list\n",
    "    final_data.append([comment_value, comment_count])\n",
    "\n",
    "\n",
    "# Create the 'final' table\n",
    "final = Table().with_columns(['comments', make_array([row[0] for row in final_data]),\n",
    "                              'count', make_array([row[1] for row in final_data])])\n",
    "\n",
    "\n",
    "# Display the 'final' table\n",
    "print(final)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "6d16cb2d-3619-4a26-9b98-b355618a37e8",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "comments                        | count\n",
      "['26' '27' '28' '29' '30' '31'] | [19 13 13 0 45 9]\n"
     ]
    }
   ],
   "source": [
    "from datascience import Table, make_array\n",
    "\n",
    "final_data = []\n",
    "\n",
    "# Assuming 'clean' is your Table\n",
    "# Iterate through each value in the 'comment' column\n",
    "for comment_value in make_array('26', '27', '28', '29', '30', '31'):\n",
    "    # Count occurrences for the current value\n",
    "    comment_count = (clean.column('comment') == int(comment_value)).sum()\n",
    "    # Append to the final data list\n",
    "    final_data.append([comment_value, comment_count])\n",
    "\n",
    "# Create the 'final' table\n",
    "final = Table().with_columns('comments', make_array([row[0] for row in final_data]),\n",
    "                              'count', make_array([row[1] for row in final_data]))\n",
    "\n",
    "# Display the 'final' table\n",
    "print(final)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "43a51b2d-900d-4a1d-b719-304780186496",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>comment</th> <th>count</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>nan    </td> <td>213  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1      </td> <td>142  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2      </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3      </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4      </td> <td>7    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6      </td> <td>2    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>8      </td> <td>15   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9      </td> <td>56   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10     </td> <td>67   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12     </td> <td>108  </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>\n",
       "<p>... (17 rows omitted)</p>"
      ],
      "text/plain": [
       "comment | count\n",
       "nan     | 213\n",
       "1       | 142\n",
       "2       | 1\n",
       "3       | 1\n",
       "4       | 7\n",
       "6       | 2\n",
       "8       | 15\n",
       "9       | 56\n",
       "10      | 67\n",
       "12      | 108\n",
       "... (17 rows omitted)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "comme = clean.group('comment')\n",
    "comme"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "ac14cd95-0031-444c-92ce-85a3ab02c949",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "    <thead>\n",
       "        <tr>\n",
       "            <th>comment</th> <th>count</th>\n",
       "        </tr>\n",
       "    </thead>\n",
       "    <tbody>\n",
       "        <tr>\n",
       "            <td>nan    </td> <td>213  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>1      </td> <td>142  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>2      </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>3      </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>4      </td> <td>7    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>6      </td> <td>2    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>8      </td> <td>15   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>9      </td> <td>56   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>10     </td> <td>67   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>12     </td> <td>108  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>13     </td> <td>2    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>14     </td> <td>196  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>15     </td> <td>68   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>16     </td> <td>7    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>17     </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>18     </td> <td>24   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>19     </td> <td>7    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>21     </td> <td>1    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>22     </td> <td>137  </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>23     </td> <td>67   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>24     </td> <td>6    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>26     </td> <td>19   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>27     </td> <td>13   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>28     </td> <td>13   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>30     </td> <td>45   </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>31     </td> <td>9    </td>\n",
       "        </tr>\n",
       "        <tr>\n",
       "            <td>112    </td> <td>1    </td>\n",
       "        </tr>\n",
       "    </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "comme.show(31)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "53707002-607e-4ea7-9512-39e95ebb5b0d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1228"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum(comme.column('count'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "bc52fc40-b3d3-4cd0-ae9e-4404159aad5a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x1350 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x1350 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "comme.sort('count', descending=True).barh('comment')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d85f3afb-d175-497a-b3e7-e836910a5749",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}