python_measures.ipynb

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  {
   "cell_type": "markdown",
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   "source": [
    "# Python Measures\n",
    "\n",
    "We tried to run centrality measures on a subset of vertices while keeping the network intact. This parameter did not work in `R`, so we tried to implement this in `Python` instead. The scores ended up being the same as without the subset of vertices. \n",
    "\n",
    "We also included some random analytics (counts/means) that are included in the paper."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import igraph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import Counter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
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       "      <td>El Gallo y la Pata - Canciones de la Granja de...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=0aZ7lPQ5EXs</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>rKk9uJqi4hY</td>\n",
       "      <td>Surprise Eggs Wildlife Toys | Learn Wild Anima...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1447556913</td>\n",
       "      <td>ChuChuTV Surprise Eggs Learning Videos</td>\n",
       "      <td>UCKcQ7Jo2VAGHiPMfDwzeRUw</td>\n",
       "      <td>Education</td>\n",
       "      <td>589326232</td>\n",
       "      <td>756885.0</td>\n",
       "      <td>467884.0</td>\n",
       "      <td>0.618171</td>\n",
       "      <td>0</td>\n",
       "      <td>22364.0</td>\n",
       "      <td>Surprise Eggs Wildlife Toys | Learn Wild Anima...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=rKk9uJqi4hY</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>xIbrxsirEnA</td>\n",
       "      <td>Mascha und der Bär - Folge 2: Das Mascha Speziale</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1405440223</td>\n",
       "      <td>EUROPA Kinderprogramm</td>\n",
       "      <td>UCxkQwIshySkwOqEuZ28o8KA</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>588631242</td>\n",
       "      <td>803031.0</td>\n",
       "      <td>387974.0</td>\n",
       "      <td>0.483137</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mascha und der Bär - Folge 2: Das Mascha Speziale</td>\n",
       "      <td>de</td>\n",
       "      <td>https://www.youtube.com/watch?v=xIbrxsirEnA</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>qd6OtRox9V8</td>\n",
       "      <td>Маша и Медведь (Masha and The Bear) - Раз  два...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1283158957</td>\n",
       "      <td>Get Movies</td>\n",
       "      <td>UClZkHt2kNIgyrTTPnSQV3SA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>569018384</td>\n",
       "      <td>612195.0</td>\n",
       "      <td>352271.0</td>\n",
       "      <td>0.575423</td>\n",
       "      <td>0</td>\n",
       "      <td>3317.0</td>\n",
       "      <td>Маша и Медведь (Masha and The Bear) - Раз  два...</td>\n",
       "      <td>bg</td>\n",
       "      <td>https://www.youtube.com/watch?v=qd6OtRox9V8</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>cE3LzPQgQmk</td>\n",
       "      <td>ABC song | abc trains songs | Bob the train | ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1379167992</td>\n",
       "      <td>Kids TV - Nursery Rhymes And Baby Songs</td>\n",
       "      <td>UC7Pq3Ko42YpkCB_Q4E981jw</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>548621663</td>\n",
       "      <td>541294.0</td>\n",
       "      <td>342964.0</td>\n",
       "      <td>0.633600</td>\n",
       "      <td>0</td>\n",
       "      <td>27527.0</td>\n",
       "      <td>Abc song | abc trains songs | Bob the train | ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=cE3LzPQgQmk</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>185</td>\n",
       "      <td>nBANlLaki_Y</td>\n",
       "      <td>Cuidado con la Bomba Chita - Las Canciones del...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1385821801</td>\n",
       "      <td>El Reino Infantil</td>\n",
       "      <td>UCK1i2UviaXLUNrZlAFpw_jA</td>\n",
       "      <td>Music</td>\n",
       "      <td>515700051</td>\n",
       "      <td>578204.0</td>\n",
       "      <td>308097.0</td>\n",
       "      <td>0.532852</td>\n",
       "      <td>0</td>\n",
       "      <td>20050.0</td>\n",
       "      <td>Cuidado con la Bomba Chita - Las Canciones del...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=nBANlLaki_Y</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>179</td>\n",
       "      <td>uTK_7MOFV4s</td>\n",
       "      <td>El Marinero Baila - Paco El Marinero | El Rein...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1417262409</td>\n",
       "      <td>El Reino Infantil</td>\n",
       "      <td>UCK1i2UviaXLUNrZlAFpw_jA</td>\n",
       "      <td>Music</td>\n",
       "      <td>498592449</td>\n",
       "      <td>542992.0</td>\n",
       "      <td>337962.0</td>\n",
       "      <td>0.622407</td>\n",
       "      <td>0</td>\n",
       "      <td>15821.0</td>\n",
       "      <td>El Marinero Baila - Paco El Marinero | El Rein...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=uTK_7MOFV4s</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>frN3nvhIHUk</td>\n",
       "      <td>Do You Like Broccoli Ice Cream? | Super Simple...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1381341015</td>\n",
       "      <td>Super Simple Songs - Kids Songs</td>\n",
       "      <td>UCLsooMJoIpl_7ux2jvdPB-Q</td>\n",
       "      <td>Education</td>\n",
       "      <td>491962642</td>\n",
       "      <td>529731.0</td>\n",
       "      <td>215447.0</td>\n",
       "      <td>0.406710</td>\n",
       "      <td>0</td>\n",
       "      <td>28267.0</td>\n",
       "      <td>Do You Like Broccoli Ice Cream? | Super Simple...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=frN3nvhIHUk</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>HSlon_3VBn4</td>\n",
       "      <td>Маша и Медведь (Masha and The Bear) - Дальний ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1328012426</td>\n",
       "      <td>Get Movies</td>\n",
       "      <td>UClZkHt2kNIgyrTTPnSQV3SA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>465933958</td>\n",
       "      <td>362548.0</td>\n",
       "      <td>223302.0</td>\n",
       "      <td>0.615924</td>\n",
       "      <td>0</td>\n",
       "      <td>3735.0</td>\n",
       "      <td>Маша и Медведь (Masha and The Bear) - Дальний ...</td>\n",
       "      <td>ru</td>\n",
       "      <td>https://www.youtube.com/watch?v=HSlon_3VBn4</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>55</td>\n",
       "      <td>Kgmb9pw8K3s</td>\n",
       "      <td>Driving in My Car - Mother Goose Club Songs fo...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1366385493</td>\n",
       "      <td>Mother Goose Club</td>\n",
       "      <td>UCJkWoS4RsldA1coEIot5yDA</td>\n",
       "      <td>Education</td>\n",
       "      <td>465396950</td>\n",
       "      <td>343857.0</td>\n",
       "      <td>205601.0</td>\n",
       "      <td>0.597926</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Driving in My Car - Mother Goose Club Songs fo...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=Kgmb9pw8K3s</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>144</td>\n",
       "      <td>Rj2QkLaaj2E</td>\n",
       "      <td>Twinkle Twinkle Little Star and Many More Vide...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1413968099</td>\n",
       "      <td>ChuChu TV Nursery Rhymes &amp; Kids Songs</td>\n",
       "      <td>UCBnZ16ahKA2DZ_T5W0FPUXg</td>\n",
       "      <td>Education</td>\n",
       "      <td>449929400</td>\n",
       "      <td>500912.0</td>\n",
       "      <td>321227.0</td>\n",
       "      <td>0.641284</td>\n",
       "      <td>0</td>\n",
       "      <td>13578.0</td>\n",
       "      <td>Twinkle Twinkle Little Star and Many More Vide...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=Rj2QkLaaj2E</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>193</td>\n",
       "      <td>LMJLfZH_xWU</td>\n",
       "      <td>Mariana - Gallina Pintadita 1 - Oficial - Canc...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1345830585</td>\n",
       "      <td>Gallina Pintadita</td>\n",
       "      <td>UCKdEsgHiM0SulsFXm7QMJAg</td>\n",
       "      <td>Education</td>\n",
       "      <td>440925828</td>\n",
       "      <td>527415.0</td>\n",
       "      <td>295583.0</td>\n",
       "      <td>0.560437</td>\n",
       "      <td>0</td>\n",
       "      <td>15892.0</td>\n",
       "      <td>Mariana - Gallina Pintadita 1 - Oficial - Canc...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=LMJLfZH_xWU</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>138</td>\n",
       "      <td>7DYjfjaZGas</td>\n",
       "      <td>Monkey Banana-Baby Monkey | Animal Songs | PIN...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1464390001</td>\n",
       "      <td>Pinkfong! Kids  Songs &amp; Stories</td>\n",
       "      <td>UCcdwLMPsaU2ezNSJU1nFoBQ</td>\n",
       "      <td>Education</td>\n",
       "      <td>424359182</td>\n",
       "      <td>688457.0</td>\n",
       "      <td>345485.0</td>\n",
       "      <td>0.501825</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Monkey Banana-Baby Monkey | Animal Songs | Pin...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=7DYjfjaZGas</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>188</td>\n",
       "      <td>kWLGvzl34Us</td>\n",
       "      <td>Dolly and Friends | Living Doll | SEASON 4 | F...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557701557</td>\n",
       "      <td>Dolly And Friends - Official Channel</td>\n",
       "      <td>UC6KWyP_mKG45uvXcemR-WYA</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>53342</td>\n",
       "      <td>142.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>0.535211</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Dolly and Friends | Living Doll | Season 4 | F...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=kWLGvzl34Us</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>94</td>\n",
       "      <td>2OYh6EbhftQ</td>\n",
       "      <td>VR Now I know my ABC s ★VR 360</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1540546424</td>\n",
       "      <td>VR 360 NEW TARGET</td>\n",
       "      <td>UCC8FL8HVo6fVZJa1kgzs2Cw</td>\n",
       "      <td>Gaming</td>\n",
       "      <td>51703</td>\n",
       "      <td>190.0</td>\n",
       "      <td>155.0</td>\n",
       "      <td>0.815789</td>\n",
       "      <td>0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>Vr Now I know my Abc s ★vr 360</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=2OYh6EbhftQ</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>168</td>\n",
       "      <td>naKrINPezLI</td>\n",
       "      <td>Kids go to School Learn Math and Take Class Te...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557738962</td>\n",
       "      <td>Fun Kids ABC</td>\n",
       "      <td>UCf3pQ-ozVeKEXmKu3LZb86A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>47604</td>\n",
       "      <td>159.0</td>\n",
       "      <td>67.0</td>\n",
       "      <td>0.421384</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Kids go to School Learn Math and Take Class Te...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=naKrINPezLI</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>161</td>\n",
       "      <td>zqXYNwkDLDc</td>\n",
       "      <td>Coloring Beach House Colouring Page  Learn Col...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557662413</td>\n",
       "      <td>BirthdayCandyLand Art</td>\n",
       "      <td>UCmUJ2usJiEz1FA1WhgVg6lA</td>\n",
       "      <td>Education</td>\n",
       "      <td>41915</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>Coloring Beach House Colouring Page  Learn Col...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=zqXYNwkDLDc</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>114</td>\n",
       "      <td>HPMEKQtWZbo</td>\n",
       "      <td>Nursery Rhymes &amp; Kids Songs Live Stream - Rain...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557816480</td>\n",
       "      <td>All Babies Channel - 3D Nursery Rhymes For Babies</td>\n",
       "      <td>UCMry5jwn3fSxXqnqUUIcR0Q</td>\n",
       "      <td>Education</td>\n",
       "      <td>40042</td>\n",
       "      <td>414.0</td>\n",
       "      <td>207.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Nursery Rhymes &amp; Kids Songs Live Stream - Rain...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=HPMEKQtWZbo</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>222</td>\n",
       "      <td>74f7nE7dvgg</td>\n",
       "      <td>Farm Animals  Wild Animals &amp; More ChuChu TV Su...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557823417</td>\n",
       "      <td>ChuChuTV Surprise Eggs Learning Videos</td>\n",
       "      <td>UCKcQ7Jo2VAGHiPMfDwzeRUw</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>38505</td>\n",
       "      <td>185.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>0.632432</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Farm Animals  Wild Animals &amp; More ChuChu Tv Su...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=74f7nE7dvgg</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>202</td>\n",
       "      <td>iJ8-HxQBFTA</td>\n",
       "      <td>Let s Learn Animal Sounds | Find the Animal (3...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1502298976</td>\n",
       "      <td>AO KIDS</td>\n",
       "      <td>UCt-nN3VHy6m5k1ynsPe6H_A</td>\n",
       "      <td>Education</td>\n",
       "      <td>32590</td>\n",
       "      <td>89.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>0.449438</td>\n",
       "      <td>0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>Let s Learn Animal Sounds | Find the Animal (3...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=iJ8-HxQBFTA</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>206</td>\n",
       "      <td>T4h6SQPlrAo</td>\n",
       "      <td>The Letter C - 360° 3D Animated Video for Kids</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1460493574</td>\n",
       "      <td>Scoobster Kids</td>\n",
       "      <td>UCTA3M0UTu1LqUlNkMYGnUVQ</td>\n",
       "      <td>Education</td>\n",
       "      <td>26932</td>\n",
       "      <td>27.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>The Letter C - 360° 3d Animated Video for Kids</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=T4h6SQPlrAo</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>90</td>\n",
       "      <td>hNzcFaNK9Lw</td>\n",
       "      <td>ABC 360 |ABC|Alphabet|Phonics|</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1473647960</td>\n",
       "      <td>RealKirill Tv</td>\n",
       "      <td>UCN5RkwcuwuV9sJAUSUAOZMg</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>23780</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>78.0</td>\n",
       "      <td>Abc 360 |ABC|Alphabet|Phonics|</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=hNzcFaNK9Lw</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>96</td>\n",
       "      <td>wkJ4pyouqfQ</td>\n",
       "      <td>VR 360 VIDEO KIDS - Google Cardboard - Whoopie...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1489069872</td>\n",
       "      <td>360 Kids</td>\n",
       "      <td>UCK66cWuoPnq_wxpZK_G9gJQ</td>\n",
       "      <td>Education</td>\n",
       "      <td>21103</td>\n",
       "      <td>51.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Vr 360 Video Kids - Google Cardboard - Whoopie...</td>\n",
       "      <td>af</td>\n",
       "      <td>https://www.youtube.com/watch?v=wkJ4pyouqfQ</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>89</td>\n",
       "      <td>BmWaoUzCduw</td>\n",
       "      <td>Letter B - 360° 3D Animated VR Kids Video</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1531334831</td>\n",
       "      <td>Math &amp; Learning Videos 4 Kids</td>\n",
       "      <td>UCZXWbHkJAHqy6fGYPNsnqzw</td>\n",
       "      <td>Education</td>\n",
       "      <td>17272</td>\n",
       "      <td>47.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.319149</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>Letter B - 360° 3d Animated Vr Kids Video</td>\n",
       "      <td>da</td>\n",
       "      <td>https://www.youtube.com/watch?v=BmWaoUzCduw</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>86</td>\n",
       "      <td>oc81H_xuu6Q</td>\n",
       "      <td>360 video|Баржа Жора cartoon 360 for Kids |</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1489781384</td>\n",
       "      <td>RealKirill Tv</td>\n",
       "      <td>UCN5RkwcuwuV9sJAUSUAOZMg</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>16209</td>\n",
       "      <td>22.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>360 video|Баржа Жора cartoon 360 for Kids |</td>\n",
       "      <td>et</td>\n",
       "      <td>https://www.youtube.com/watch?v=oc81H_xuu6Q</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>Bczkf9MjMBE</td>\n",
       "      <td>Couleurs Voitures Dessin Animé pour Enfants av...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557814110</td>\n",
       "      <td>Car For Kids</td>\n",
       "      <td>UCO0dv06t_DDJDthBlzY4RFA</td>\n",
       "      <td>Gaming</td>\n",
       "      <td>13137</td>\n",
       "      <td>157.0</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.445860</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>Couleurs Voitures Dessin Animé pour Enfants av...</td>\n",
       "      <td>fr</td>\n",
       "      <td>https://www.youtube.com/watch?v=Bczkf9MjMBE</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>95</td>\n",
       "      <td>QPYEGic8iNo</td>\n",
       "      <td>A qué juegan los bebés en una Escuela Infantil...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1488964669</td>\n",
       "      <td>guiainfantil</td>\n",
       "      <td>UCRJQw-oofyAgFv3JlnIAxZQ</td>\n",
       "      <td>Education</td>\n",
       "      <td>12046</td>\n",
       "      <td>44.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>A qué juegan los bebés en una Escuela Infantil...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=QPYEGic8iNo</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>174</td>\n",
       "      <td>aImK7vlmN7A</td>\n",
       "      <td>Baby Shark App Fun Educational Get Dancing Pla...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557741602</td>\n",
       "      <td>Puky Toys&amp;Fun</td>\n",
       "      <td>UCw-tp8g49-vU_uVSFLYYhPA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>9831</td>\n",
       "      <td>39.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>Baby Shark App Fun Educational Get Dancing Pla...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=aImK7vlmN7A</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>8kbsH4XBTBY</td>\n",
       "      <td>Johny Johny Sí Papá | Canciones infantiles en ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557823548</td>\n",
       "      <td>ChuChuTV Español</td>\n",
       "      <td>UCBbsyG0o_cWlyY46ZRSdYJg</td>\n",
       "      <td>Education</td>\n",
       "      <td>4983</td>\n",
       "      <td>71.0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>0.507042</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Johny Johny Sí Papá | Canciones infantiles en ...</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=8kbsH4XBTBY</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>177</td>\n",
       "      <td>n_xb9Loa30s</td>\n",
       "      <td>Pinkfong Baby shark I Baby shark songs I Kids ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557732373</td>\n",
       "      <td>Bumble Bee s Funzone</td>\n",
       "      <td>UCQr8l5rRh3LQ-YPpX7_xEVw</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>3875</td>\n",
       "      <td>42.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>Pinkfong Baby shark I Baby shark songs I Kids ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=n_xb9Loa30s</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>chsWoeL0WEU</td>\n",
       "      <td>Filastrocche &amp; video di apprendimento | carton...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557827367</td>\n",
       "      <td>Kids Tv Italiano - canzoni per bambini</td>\n",
       "      <td>UCv2quJy0NKOIA3MOdtarxig</td>\n",
       "      <td>Education</td>\n",
       "      <td>3389</td>\n",
       "      <td>55.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>0.763636</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Filastrocche &amp; video di apprendimento | carton...</td>\n",
       "      <td>it</td>\n",
       "      <td>https://www.youtube.com/watch?v=chsWoeL0WEU</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>_b9F05WE28Y</td>\n",
       "      <td>👶 Baby Songs | Dave and Ava | Nursery Rhymes 👶</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557832469</td>\n",
       "      <td>Dave and Ava - Nursery Rhymes and Baby Songs</td>\n",
       "      <td>UC6zhI71atP7YLoZyIyCIGNw</td>\n",
       "      <td>Education</td>\n",
       "      <td>3262</td>\n",
       "      <td>308.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>0.519481</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>👶 Baby Songs | Dave and Ava | Nursery Rhymes 👶</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=_b9F05WE28Y</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>208</td>\n",
       "      <td>ShbJqSrbDqk</td>\n",
       "      <td>Kids Nursery Rhymes | Cartoon Videos for Child...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557835843</td>\n",
       "      <td>Junior Squad - Nursery Rhymes &amp; Kids Songs</td>\n",
       "      <td>UCkOny4N1-Qn9UTx7pYnEL3A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>2160</td>\n",
       "      <td>139.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>0.582734</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Kids Nursery Rhymes | Cartoon Videos for Child...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=ShbJqSrbDqk</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>93</td>\n",
       "      <td>7tpNCwqKSd4</td>\n",
       "      <td>Суп 🥘 Учимся с Лунтиком🥘 Новая серия</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557824400</td>\n",
       "      <td>Учимся с Лунтиком</td>\n",
       "      <td>UCHpDOQZ4qqx7uuAbfqSK6cA</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>1673</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>Суп 🥘 Учимся с Лунтиком🥘 Новая серия</td>\n",
       "      <td>ru</td>\n",
       "      <td>https://www.youtube.com/watch?v=7tpNCwqKSd4</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>209</td>\n",
       "      <td>oAYmMoDjD_s</td>\n",
       "      <td>Baby Songs &amp; Nursery Rhymes | Cartoon Videos f...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557834736</td>\n",
       "      <td>Farmees - Nursery Rhymes And Kids Songs</td>\n",
       "      <td>UCu9MYfF0vosVcK38oNnnJxw</td>\n",
       "      <td>Education</td>\n",
       "      <td>1340</td>\n",
       "      <td>85.0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>0.576471</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Baby Songs &amp; Nursery Rhymes | Cartoon Videos f...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=oAYmMoDjD_s</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>__cV9izKtKs</td>\n",
       "      <td>Children s Nursery Rhymes | Cartoon Videos for...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557836307</td>\n",
       "      <td>Kids TV - Nursery Rhymes And Baby Songs</td>\n",
       "      <td>UC7Pq3Ko42YpkCB_Q4E981jw</td>\n",
       "      <td>Education</td>\n",
       "      <td>1152</td>\n",
       "      <td>81.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0.580247</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Children s Nursery Rhymes | Cartoon Videos for...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=__cV9izKtKs</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>212</td>\n",
       "      <td>1tzfAXC3Wyc</td>\n",
       "      <td>ABC Phonics Song For Children | Learn Colors &amp;...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557836661</td>\n",
       "      <td>Little Treehouse Nursery Rhymes and Kids Songs</td>\n",
       "      <td>UCpzYfBXbEHHQHU2e89jM9Tg</td>\n",
       "      <td>Education</td>\n",
       "      <td>972</td>\n",
       "      <td>65.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>0.676923</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Abc Phonics Song For Children | Learn Colors &amp;...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=1tzfAXC3Wyc</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>104</td>\n",
       "      <td>vzpR4HMmRPI</td>\n",
       "      <td>Bob as canções infantis do trem para bebês | v...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557836002</td>\n",
       "      <td>Kids Tv Português - Canções dos miúdos</td>\n",
       "      <td>UCL7jOlb_fr5jNr_YLycovPA</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>686</td>\n",
       "      <td>52.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Bob as canções infantis do trem para bebês | v...</td>\n",
       "      <td>pt</td>\n",
       "      <td>https://www.youtube.com/watch?v=vzpR4HMmRPI</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>111</td>\n",
       "      <td>rJX6b2WQI2E</td>\n",
       "      <td>Ovos Surpresa | Canções em Português para Cria...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557385816</td>\n",
       "      <td>ChuChuTV Brazil</td>\n",
       "      <td>UCnY02liF-iMzV3ozxQhW8jQ</td>\n",
       "      <td>Education</td>\n",
       "      <td>608</td>\n",
       "      <td>50.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.520000</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Ovos Surpresa | Canções em Português para Cria...</td>\n",
       "      <td>pt</td>\n",
       "      <td>https://www.youtube.com/watch?v=rJX6b2WQI2E</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>71</td>\n",
       "      <td>EPf7X2xbm2A</td>\n",
       "      <td>Мои зверята пушистики - Дом милых питомцев. Иг...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557753052</td>\n",
       "      <td>Kids PlayBox</td>\n",
       "      <td>UCw8OLSRq7bOYUjZ6xMLkTow</td>\n",
       "      <td>Gaming</td>\n",
       "      <td>516</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Мои зверята пушистики - Дом милых питомцев. Иг...</td>\n",
       "      <td>ru</td>\n",
       "      <td>https://www.youtube.com/watch?v=EPf7X2xbm2A</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>214</td>\n",
       "      <td>RJNppsvxwLg</td>\n",
       "      <td>Nursery Rhymes &amp; Baby Songs | Cartoon Videos f...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557835520</td>\n",
       "      <td>Bob The Train - Nursery Rhymes &amp; Cartoons for ...</td>\n",
       "      <td>UCdtn2lX0irVHd-MRHBmYuFw</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>440</td>\n",
       "      <td>35.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>Nursery Rhymes &amp; Baby Songs | Cartoon Videos f...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=RJNppsvxwLg</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>213</td>\n",
       "      <td>hPdAqMYNEy0</td>\n",
       "      <td>🔴 बच्चों के लिए गाने | बालगीत For Children | N...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557834779</td>\n",
       "      <td>Little Treehouse India - Hindi Kids Nursery Rh...</td>\n",
       "      <td>UCv2nZeFsPelH6I4LNWYn5TA</td>\n",
       "      <td>Education</td>\n",
       "      <td>259</td>\n",
       "      <td>26.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.423077</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>🔴 बच्चों के लिए गाने | बालगीत For Children | N...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=hPdAqMYNEy0</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>99</td>\n",
       "      <td>fd6FLaORGr8</td>\n",
       "      <td>ОВЦЫ ПРОТИВ ПРИШЕЛЬЦЕВ 2 ► С ГОВОРЯЩИМ КОТЕНКО...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1557756182</td>\n",
       "      <td>КОТЕНОК АБИ</td>\n",
       "      <td>UCwqFlhDj1j6dITUBv9xwQzw</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>142</td>\n",
       "      <td>12.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>Овцы Против Пришельцев 2 ► С Говорящим Котенко...</td>\n",
       "      <td>ru</td>\n",
       "      <td>https://www.youtube.com/watch?v=fd6FLaORGr8</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>227 rows × 19 columns</p>\n",
       "</div>"
      ],
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       "..          ...          ...   \n",
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       "\n",
       "                                                 label isSeed VARCHAR  \\\n",
       "0    Маша и Медведь (Masha and The Bear) - Маша плю...            yes   \n",
       "1    Baby Shark Dance | Sing and Dance! | Animal So...            yes   \n",
       "14   Wheels On The Bus | Nursery Rhymes for Babies ...             no   \n",
       "19   Johny Johny Yes Papa 👶 THE BEST Song for Child...             no   \n",
       "128  Johny Johny Yes Papa and Many More Videos | Po...             no   \n",
       "2    Маша и Медведь (Masha and The Bear) - Приятног...             no   \n",
       "16   Маша и Медведь (Masha and The Bear) - Большая ...             no   \n",
       "17   Surprise Eggs Nursery Rhymes | Old MacDonald H...             no   \n",
       "21   Finger Family Collection - 7 Finger Family Son...             no   \n",
       "199  Pollito Amarillito ORIGINAL - Gallina Pintadit...             no   \n",
       "176                  LA VACA LOLA canciones infantiles             no   \n",
       "41   Five Little Ducks | Little Baby Bum | Nursery ...             no   \n",
       "27   Маша и Медведь (Masha and The Bear) - Подкидыш...             no   \n",
       "73   El Pollito Pío 3D - Canciones de la Granja de ...             no   \n",
       "30   Маша и Медведь (Masha and The Bear) - Фокус-по...             no   \n",
       "51    Color Songs Collection Vol. 1  - Learn Colors...             no   \n",
       "194  Mariposita ORIGINAL - Gallina Pintadita 2 - Of...             no   \n",
       "175  El Gallo y la Pata - Canciones de la Granja de...             no   \n",
       "4    Surprise Eggs Wildlife Toys | Learn Wild Anima...             no   \n",
       "9    Mascha und der Bär - Folge 2: Das Mascha Speziale             no   \n",
       "28   Маша и Медведь (Masha and The Bear) - Раз  два...             no   \n",
       "29   ABC song | abc trains songs | Bob the train | ...             no   \n",
       "185  Cuidado con la Bomba Chita - Las Canciones del...             no   \n",
       "179  El Marinero Baila - Paco El Marinero | El Rein...             no   \n",
       "33   Do You Like Broccoli Ice Cream? | Super Simple...             no   \n",
       "20   Маша и Медведь (Masha and The Bear) - Дальний ...             no   \n",
       "55   Driving in My Car - Mother Goose Club Songs fo...             no   \n",
       "144  Twinkle Twinkle Little Star and Many More Vide...             no   \n",
       "193  Mariana - Gallina Pintadita 1 - Oficial - Canc...             no   \n",
       "138  Monkey Banana-Baby Monkey | Animal Songs | PIN...             no   \n",
       "..                                                 ...            ...   \n",
       "188  Dolly and Friends | Living Doll | SEASON 4 | F...             no   \n",
       "94                      VR Now I know my ABC s ★VR 360             no   \n",
       "168  Kids go to School Learn Math and Take Class Te...             no   \n",
       "161  Coloring Beach House Colouring Page  Learn Col...             no   \n",
       "114  Nursery Rhymes & Kids Songs Live Stream - Rain...             no   \n",
       "222  Farm Animals  Wild Animals & More ChuChu TV Su...             no   \n",
       "202  Let s Learn Animal Sounds | Find the Animal (3...             no   \n",
       "206     The Letter C - 360° 3D Animated Video for Kids             no   \n",
       "90                      ABC 360 |ABC|Alphabet|Phonics|             no   \n",
       "96   VR 360 VIDEO KIDS - Google Cardboard - Whoopie...             no   \n",
       "89           Letter B - 360° 3D Animated VR Kids Video             no   \n",
       "86         360 video|Баржа Жора cartoon 360 for Kids |             no   \n",
       "5    Couleurs Voitures Dessin Animé pour Enfants av...             no   \n",
       "95   A qué juegan los bebés en una Escuela Infantil...             no   \n",
       "174  Baby Shark App Fun Educational Get Dancing Pla...             no   \n",
       "13   Johny Johny Sí Papá | Canciones infantiles en ...             no   \n",
       "177  Pinkfong Baby shark I Baby shark songs I Kids ...             no   \n",
       "11   Filastrocche & video di apprendimento | carton...             no   \n",
       "3       👶 Baby Songs | Dave and Ava | Nursery Rhymes 👶             no   \n",
       "208  Kids Nursery Rhymes | Cartoon Videos for Child...             no   \n",
       "93                Суп 🥘 Учимся с Лунтиком🥘 Новая серия             no   \n",
       "209  Baby Songs & Nursery Rhymes | Cartoon Videos f...             no   \n",
       "25   Children s Nursery Rhymes | Cartoon Videos for...             no   \n",
       "212  ABC Phonics Song For Children | Learn Colors &...             no   \n",
       "104  Bob as canções infantis do trem para bebês | v...             no   \n",
       "111  Ovos Surpresa | Canções em Português para Cria...             no   \n",
       "71   Мои зверята пушистики - Дом милых питомцев. Иг...             no   \n",
       "214  Nursery Rhymes & Baby Songs | Cartoon Videos f...             no   \n",
       "213  🔴 बच्चों के लिए गाने | बालगीत For Children | N...             no   \n",
       "99   ОВЦЫ ПРОТИВ ПРИШЕЛЬЦЕВ 2 ► С ГОВОРЯЩИМ КОТЕНКО...             no   \n",
       "\n",
       "     seedRank INT  publishedAt INT  \\\n",
       "0             1.0       1328013326   \n",
       "1             2.0       1466204430   \n",
       "14            NaN       1407571466   \n",
       "19            NaN       1475910395   \n",
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       "17            NaN       1442904091   \n",
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       "176           NaN       1460516655   \n",
       "41            NaN       1414158982   \n",
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       "51            NaN       1383431154   \n",
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       "9             NaN       1405440223   \n",
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       "185           NaN       1385821801   \n",
       "179           NaN       1417262409   \n",
       "33            NaN       1381341015   \n",
       "20            NaN       1328012426   \n",
       "55            NaN       1366385493   \n",
       "144           NaN       1413968099   \n",
       "193           NaN       1345830585   \n",
       "138           NaN       1464390001   \n",
       "..            ...              ...   \n",
       "188           NaN       1557701557   \n",
       "94            NaN       1540546424   \n",
       "168           NaN       1557738962   \n",
       "161           NaN       1557662413   \n",
       "114           NaN       1557816480   \n",
       "222           NaN       1557823417   \n",
       "202           NaN       1502298976   \n",
       "206           NaN       1460493574   \n",
       "90            NaN       1473647960   \n",
       "96            NaN       1489069872   \n",
       "89            NaN       1531334831   \n",
       "86            NaN       1489781384   \n",
       "5             NaN       1557814110   \n",
       "95            NaN       1488964669   \n",
       "174           NaN       1557741602   \n",
       "13            NaN       1557823548   \n",
       "177           NaN       1557732373   \n",
       "11            NaN       1557827367   \n",
       "3             NaN       1557832469   \n",
       "208           NaN       1557835843   \n",
       "93            NaN       1557824400   \n",
       "209           NaN       1557834736   \n",
       "25            NaN       1557836307   \n",
       "212           NaN       1557836661   \n",
       "104           NaN       1557836002   \n",
       "111           NaN       1557385816   \n",
       "71            NaN       1557753052   \n",
       "214           NaN       1557835520   \n",
       "213           NaN       1557834779   \n",
       "99            NaN       1557756182   \n",
       "\n",
       "                                  channelTitle VARCHAR  \\\n",
       "0                                           Get Movies   \n",
       "1                      Pinkfong! Kids  Songs & Stories   \n",
       "14       Little Baby Bum - Nursery Rhymes & Kids Songs   \n",
       "19   LooLoo Kids - Nursery Rhymes and Children s Songs   \n",
       "128              ChuChu TV Nursery Rhymes & Kids Songs   \n",
       "2                                           Get Movies   \n",
       "16                                          Get Movies   \n",
       "17               ChuChu TV Nursery Rhymes & Kids Songs   \n",
       "21   Videogyan 3D Rhymes - Nursery Rhymes & Kids Songs   \n",
       "199                                  Gallina Pintadita   \n",
       "176                                        toycantando   \n",
       "41       Little Baby Bum - Nursery Rhymes & Kids Songs   \n",
       "27                                          Get Movies   \n",
       "73                                   El Reino Infantil   \n",
       "30                                          Get Movies   \n",
       "51          Busy Beavers - Kids Learn ABCs 123s & More   \n",
       "194                                  Gallina Pintadita   \n",
       "175                                  El Reino Infantil   \n",
       "4               ChuChuTV Surprise Eggs Learning Videos   \n",
       "9                                EUROPA Kinderprogramm   \n",
       "28                                          Get Movies   \n",
       "29             Kids TV - Nursery Rhymes And Baby Songs   \n",
       "185                                  El Reino Infantil   \n",
       "179                                  El Reino Infantil   \n",
       "33                     Super Simple Songs - Kids Songs   \n",
       "20                                          Get Movies   \n",
       "55                                   Mother Goose Club   \n",
       "144              ChuChu TV Nursery Rhymes & Kids Songs   \n",
       "193                                  Gallina Pintadita   \n",
       "138                    Pinkfong! Kids  Songs & Stories   \n",
       "..                                                 ...   \n",
       "188               Dolly And Friends - Official Channel   \n",
       "94                                   VR 360 NEW TARGET   \n",
       "168                                       Fun Kids ABC   \n",
       "161                              BirthdayCandyLand Art   \n",
       "114  All Babies Channel - 3D Nursery Rhymes For Babies   \n",
       "222             ChuChuTV Surprise Eggs Learning Videos   \n",
       "202                                            AO KIDS   \n",
       "206                                     Scoobster Kids   \n",
       "90                                       RealKirill Tv   \n",
       "96                                            360 Kids   \n",
       "89                       Math & Learning Videos 4 Kids   \n",
       "86                                       RealKirill Tv   \n",
       "5                                         Car For Kids   \n",
       "95                                        guiainfantil   \n",
       "174                                      Puky Toys&Fun   \n",
       "13                                    ChuChuTV Español   \n",
       "177                               Bumble Bee s Funzone   \n",
       "11              Kids Tv Italiano - canzoni per bambini   \n",
       "3         Dave and Ava - Nursery Rhymes and Baby Songs   \n",
       "208         Junior Squad - Nursery Rhymes & Kids Songs   \n",
       "93                                   Учимся с Лунтиком   \n",
       "209            Farmees - Nursery Rhymes And Kids Songs   \n",
       "25             Kids TV - Nursery Rhymes And Baby Songs   \n",
       "212     Little Treehouse Nursery Rhymes and Kids Songs   \n",
       "104             Kids Tv Português - Canções dos miúdos   \n",
       "111                                    ChuChuTV Brazil   \n",
       "71                                        Kids PlayBox   \n",
       "214  Bob The Train - Nursery Rhymes & Cartoons for ...   \n",
       "213  Little Treehouse India - Hindi Kids Nursery Rh...   \n",
       "99                                         КОТЕНОК АБИ   \n",
       "\n",
       "            channelId VARCHAR videoCategoryLabel VARCHAR  viewCount INT  \\\n",
       "0    UClZkHt2kNIgyrTTPnSQV3SA              Entertainment     3572394626   \n",
       "1    UCcdwLMPsaU2ezNSJU1nFoBQ                  Education     2762274288   \n",
       "14   UCKAqou7V9FAWXpZd9xtOg3Q                  Education     2197880542   \n",
       "19   UC4NALVCmcmL5ntpV0thoH6w                      Music     1777153865   \n",
       "128  UCBnZ16ahKA2DZ_T5W0FPUXg                  Education     1639936949   \n",
       "2    UClZkHt2kNIgyrTTPnSQV3SA              Entertainment     1236260225   \n",
       "16   UClZkHt2kNIgyrTTPnSQV3SA              Entertainment     1083480127   \n",
       "17   UCBnZ16ahKA2DZ_T5W0FPUXg                  Education     1060386608   \n",
       "21   UCs0upBDG-dCAxy8_VDPE5XA                  Education      994817302   \n",
       "199  UCKdEsgHiM0SulsFXm7QMJAg           Film & Animation      968156370   \n",
       "176  UC2xjgvWb9cx5F637XjsUNxw                      Music      962120476   \n",
       "41   UCKAqou7V9FAWXpZd9xtOg3Q                  Education      816834845   \n",
       "27   UClZkHt2kNIgyrTTPnSQV3SA              Entertainment      750265403   \n",
       "73   UCK1i2UviaXLUNrZlAFpw_jA                      Music      655995604   \n",
       "30   UClZkHt2kNIgyrTTPnSQV3SA              Entertainment      638762068   \n",
       "51   UCbt63GNsB5wet6NO3dmhssA                  Education      635639555   \n",
       "194  UCKdEsgHiM0SulsFXm7QMJAg           Film & Animation      632488990   \n",
       "175  UCK1i2UviaXLUNrZlAFpw_jA                      Music      610982157   \n",
       "4    UCKcQ7Jo2VAGHiPMfDwzeRUw                  Education      589326232   \n",
       "9    UCxkQwIshySkwOqEuZ28o8KA           Film & Animation      588631242   \n",
       "28   UClZkHt2kNIgyrTTPnSQV3SA              Entertainment      569018384   \n",
       "29   UC7Pq3Ko42YpkCB_Q4E981jw              Entertainment      548621663   \n",
       "185  UCK1i2UviaXLUNrZlAFpw_jA                      Music      515700051   \n",
       "179  UCK1i2UviaXLUNrZlAFpw_jA                      Music      498592449   \n",
       "33   UCLsooMJoIpl_7ux2jvdPB-Q                  Education      491962642   \n",
       "20   UClZkHt2kNIgyrTTPnSQV3SA              Entertainment      465933958   \n",
       "55   UCJkWoS4RsldA1coEIot5yDA                  Education      465396950   \n",
       "144  UCBnZ16ahKA2DZ_T5W0FPUXg                  Education      449929400   \n",
       "193  UCKdEsgHiM0SulsFXm7QMJAg                  Education      440925828   \n",
       "138  UCcdwLMPsaU2ezNSJU1nFoBQ                  Education      424359182   \n",
       "..                        ...                        ...            ...   \n",
       "188  UC6KWyP_mKG45uvXcemR-WYA           Film & Animation          53342   \n",
       "94   UCC8FL8HVo6fVZJa1kgzs2Cw                     Gaming          51703   \n",
       "168  UCf3pQ-ozVeKEXmKu3LZb86A              Entertainment          47604   \n",
       "161  UCmUJ2usJiEz1FA1WhgVg6lA                  Education          41915   \n",
       "114  UCMry5jwn3fSxXqnqUUIcR0Q                  Education          40042   \n",
       "222  UCKcQ7Jo2VAGHiPMfDwzeRUw           Film & Animation          38505   \n",
       "202  UCt-nN3VHy6m5k1ynsPe6H_A                  Education          32590   \n",
       "206  UCTA3M0UTu1LqUlNkMYGnUVQ                  Education          26932   \n",
       "90   UCN5RkwcuwuV9sJAUSUAOZMg           Film & Animation          23780   \n",
       "96   UCK66cWuoPnq_wxpZK_G9gJQ                  Education          21103   \n",
       "89   UCZXWbHkJAHqy6fGYPNsnqzw                  Education          17272   \n",
       "86   UCN5RkwcuwuV9sJAUSUAOZMg                     Comedy          16209   \n",
       "5    UCO0dv06t_DDJDthBlzY4RFA                     Gaming          13137   \n",
       "95   UCRJQw-oofyAgFv3JlnIAxZQ                  Education          12046   \n",
       "174  UCw-tp8g49-vU_uVSFLYYhPA              Entertainment           9831   \n",
       "13   UCBbsyG0o_cWlyY46ZRSdYJg                  Education           4983   \n",
       "177  UCQr8l5rRh3LQ-YPpX7_xEVw              Entertainment           3875   \n",
       "11   UCv2quJy0NKOIA3MOdtarxig                  Education           3389   \n",
       "3    UC6zhI71atP7YLoZyIyCIGNw                  Education           3262   \n",
       "208  UCkOny4N1-Qn9UTx7pYnEL3A              Entertainment           2160   \n",
       "93   UCHpDOQZ4qqx7uuAbfqSK6cA           Film & Animation           1673   \n",
       "209  UCu9MYfF0vosVcK38oNnnJxw                  Education           1340   \n",
       "25   UC7Pq3Ko42YpkCB_Q4E981jw                  Education           1152   \n",
       "212  UCpzYfBXbEHHQHU2e89jM9Tg                  Education            972   \n",
       "104  UCL7jOlb_fr5jNr_YLycovPA           Film & Animation            686   \n",
       "111  UCnY02liF-iMzV3ozxQhW8jQ                  Education            608   \n",
       "71   UCw8OLSRq7bOYUjZ6xMLkTow                     Gaming            516   \n",
       "214  UCdtn2lX0irVHd-MRHBmYuFw             People & Blogs            440   \n",
       "213  UCv2nZeFsPelH6I4LNWYn5TA                  Education            259   \n",
       "99   UCwqFlhDj1j6dITUBv9xwQzw             People & Blogs            142   \n",
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       "9         803031.0          387974.0                0.483137   \n",
       "28        612195.0          352271.0                0.575423   \n",
       "29        541294.0          342964.0                0.633600   \n",
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       "55        343857.0          205601.0                0.597926   \n",
       "144       500912.0          321227.0                0.641284   \n",
       "193       527415.0          295583.0                0.560437   \n",
       "138       688457.0          345485.0                0.501825   \n",
       "..             ...               ...                     ...   \n",
       "188          142.0              76.0                0.535211   \n",
       "94           190.0             155.0                0.815789   \n",
       "168          159.0              67.0                0.421384   \n",
       "161            NaN               NaN                     NaN   \n",
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       "222          185.0             117.0                0.632432   \n",
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       "90             NaN               NaN                     NaN   \n",
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       "95            44.0              15.0                0.340909   \n",
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       "104           52.0              32.0                0.615385   \n",
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       "71             1.0               2.0                2.000000   \n",
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       "213           26.0              11.0                0.423077   \n",
       "99            12.0               0.0                0.000000   \n",
       "\n",
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       "\n",
       "                                           label_clean title_language  \\\n",
       "0    Маша и Медведь (Masha and The Bear) - Маша плю...             bg   \n",
       "1    Baby Shark Dance | Sing and Dance! | Animal So...             en   \n",
       "14   Wheels On The Bus | Nursery Rhymes for Babies ...             en   \n",
       "19   Johny Johny Yes Papa 👶 The Best Song for Child...             en   \n",
       "128  Johny Johny Yes Papa and Many More Videos | Po...             en   \n",
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       "17   Surprise Eggs Nursery Rhymes | Old MacDonald H...             en   \n",
       "21   Finger Family Collection - 7 Finger Family Son...             en   \n",
       "199  Pollito Amarillito Original - Gallina Pintadit...             it   \n",
       "176                  La Vaca Lola canciones infantiles             es   \n",
       "41   Five Little Ducks | Little Baby Bum | Nursery ...             en   \n",
       "27   Маша и Медведь (Masha and The Bear) - Подкидыш...             ru   \n",
       "73   El Pollito Pío 3d - Canciones de la Granja de ...             es   \n",
       "30   Маша и Медведь (Masha and The Bear) - Фокус-по...             bg   \n",
       "51   Color Songs Collection Vol. 1  - Learn Colors ...             en   \n",
       "194  Mariposita Original - Gallina Pintadita 2 - Of...             es   \n",
       "175  El Gallo y la Pata - Canciones de la Granja de...             es   \n",
       "4    Surprise Eggs Wildlife Toys | Learn Wild Anima...             en   \n",
       "9    Mascha und der Bär - Folge 2: Das Mascha Speziale             de   \n",
       "28   Маша и Медведь (Masha and The Bear) - Раз  два...             bg   \n",
       "29   Abc song | abc trains songs | Bob the train | ...             en   \n",
       "185  Cuidado con la Bomba Chita - Las Canciones del...             es   \n",
       "179  El Marinero Baila - Paco El Marinero | El Rein...             es   \n",
       "33   Do You Like Broccoli Ice Cream? | Super Simple...             en   \n",
       "20   Маша и Медведь (Masha and The Bear) - Дальний ...             ru   \n",
       "55   Driving in My Car - Mother Goose Club Songs fo...             en   \n",
       "144  Twinkle Twinkle Little Star and Many More Vide...             en   \n",
       "193  Mariana - Gallina Pintadita 1 - Oficial - Canc...             es   \n",
       "138  Monkey Banana-Baby Monkey | Animal Songs | Pin...             en   \n",
       "..                                                 ...            ...   \n",
       "188  Dolly and Friends | Living Doll | Season 4 | F...             en   \n",
       "94                      Vr Now I know my Abc s ★vr 360             en   \n",
       "168  Kids go to School Learn Math and Take Class Te...             en   \n",
       "161  Coloring Beach House Colouring Page  Learn Col...             en   \n",
       "114  Nursery Rhymes & Kids Songs Live Stream - Rain...             en   \n",
       "222  Farm Animals  Wild Animals & More ChuChu Tv Su...             en   \n",
       "202  Let s Learn Animal Sounds | Find the Animal (3...             en   \n",
       "206     The Letter C - 360° 3d Animated Video for Kids             en   \n",
       "90                      Abc 360 |ABC|Alphabet|Phonics|             en   \n",
       "96   Vr 360 Video Kids - Google Cardboard - Whoopie...             af   \n",
       "89           Letter B - 360° 3d Animated Vr Kids Video             da   \n",
       "86         360 video|Баржа Жора cartoon 360 for Kids |             et   \n",
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       "95   A qué juegan los bebés en una Escuela Infantil...             es   \n",
       "174  Baby Shark App Fun Educational Get Dancing Pla...             en   \n",
       "13   Johny Johny Sí Papá | Canciones infantiles en ...             es   \n",
       "177  Pinkfong Baby shark I Baby shark songs I Kids ...             en   \n",
       "11   Filastrocche & video di apprendimento | carton...             it   \n",
       "3       👶 Baby Songs | Dave and Ava | Nursery Rhymes 👶             en   \n",
       "208  Kids Nursery Rhymes | Cartoon Videos for Child...             en   \n",
       "93                Суп 🥘 Учимся с Лунтиком🥘 Новая серия             ru   \n",
       "209  Baby Songs & Nursery Rhymes | Cartoon Videos f...             en   \n",
       "25   Children s Nursery Rhymes | Cartoon Videos for...             en   \n",
       "212  Abc Phonics Song For Children | Learn Colors &...             en   \n",
       "104  Bob as canções infantis do trem para bebês | v...             pt   \n",
       "111  Ovos Surpresa | Canções em Português para Cria...             pt   \n",
       "71   Мои зверята пушистики - Дом милых питомцев. Иг...             ru   \n",
       "214  Nursery Rhymes & Baby Songs | Cartoon Videos f...             en   \n",
       "213  🔴 बच्चों के लिए गाने | बालगीत For Children | N...             en   \n",
       "99   Овцы Против Пришельцев 2 ► С Говорящим Котенко...             ru   \n",
       "\n",
       "                                             url  seed_channel  \n",
       "0    https://www.youtube.com/watch?v=KYniUCGPGLs          True  \n",
       "1    https://www.youtube.com/watch?v=XqZsoesa55w          True  \n",
       "14   https://www.youtube.com/watch?v=HP-MbfHFUqs         False  \n",
       "19   https://www.youtube.com/watch?v=F4tHL8reNCs         False  \n",
       "128  https://www.youtube.com/watch?v=kHSFpGBFGHY         False  \n",
       "2    https://www.youtube.com/watch?v=x1fe8-Qli9E          True  \n",
       "16   https://www.youtube.com/watch?v=lS_ubz6Sa9c          True  \n",
       "17   https://www.youtube.com/watch?v=CvKgP6Ei-U8         False  \n",
       "21   https://www.youtube.com/watch?v=YJyNoFkud6g         False  \n",
       "199  https://www.youtube.com/watch?v=z1gFMujtH-o         False  \n",
       "176  https://www.youtube.com/watch?v=0dkHZYeIGIk         False  \n",
       "41   https://www.youtube.com/watch?v=tFoUuFq3vHw         False  \n",
       "27   https://www.youtube.com/watch?v=aFEL3bAj3zw          True  \n",
       "73   https://www.youtube.com/watch?v=wPNQw8naE2Q         False  \n",
       "30   https://www.youtube.com/watch?v=TDwBuPsrSM4          True  \n",
       "51   https://www.youtube.com/watch?v=BGa3AqeqRy0         False  \n",
       "194  https://www.youtube.com/watch?v=QRa9On5_grA         False  \n",
       "175  https://www.youtube.com/watch?v=0aZ7lPQ5EXs         False  \n",
       "4    https://www.youtube.com/watch?v=rKk9uJqi4hY         False  \n",
       "9    https://www.youtube.com/watch?v=xIbrxsirEnA         False  \n",
       "28   https://www.youtube.com/watch?v=qd6OtRox9V8          True  \n",
       "29   https://www.youtube.com/watch?v=cE3LzPQgQmk         False  \n",
       "185  https://www.youtube.com/watch?v=nBANlLaki_Y         False  \n",
       "179  https://www.youtube.com/watch?v=uTK_7MOFV4s         False  \n",
       "33   https://www.youtube.com/watch?v=frN3nvhIHUk         False  \n",
       "20   https://www.youtube.com/watch?v=HSlon_3VBn4          True  \n",
       "55   https://www.youtube.com/watch?v=Kgmb9pw8K3s         False  \n",
       "144  https://www.youtube.com/watch?v=Rj2QkLaaj2E         False  \n",
       "193  https://www.youtube.com/watch?v=LMJLfZH_xWU         False  \n",
       "138  https://www.youtube.com/watch?v=7DYjfjaZGas          True  \n",
       "..                                           ...           ...  \n",
       "188  https://www.youtube.com/watch?v=kWLGvzl34Us         False  \n",
       "94   https://www.youtube.com/watch?v=2OYh6EbhftQ         False  \n",
       "168  https://www.youtube.com/watch?v=naKrINPezLI         False  \n",
       "161  https://www.youtube.com/watch?v=zqXYNwkDLDc         False  \n",
       "114  https://www.youtube.com/watch?v=HPMEKQtWZbo         False  \n",
       "222  https://www.youtube.com/watch?v=74f7nE7dvgg         False  \n",
       "202  https://www.youtube.com/watch?v=iJ8-HxQBFTA         False  \n",
       "206  https://www.youtube.com/watch?v=T4h6SQPlrAo         False  \n",
       "90   https://www.youtube.com/watch?v=hNzcFaNK9Lw         False  \n",
       "96   https://www.youtube.com/watch?v=wkJ4pyouqfQ         False  \n",
       "89   https://www.youtube.com/watch?v=BmWaoUzCduw         False  \n",
       "86   https://www.youtube.com/watch?v=oc81H_xuu6Q         False  \n",
       "5    https://www.youtube.com/watch?v=Bczkf9MjMBE         False  \n",
       "95   https://www.youtube.com/watch?v=QPYEGic8iNo         False  \n",
       "174  https://www.youtube.com/watch?v=aImK7vlmN7A         False  \n",
       "13   https://www.youtube.com/watch?v=8kbsH4XBTBY         False  \n",
       "177  https://www.youtube.com/watch?v=n_xb9Loa30s         False  \n",
       "11   https://www.youtube.com/watch?v=chsWoeL0WEU         False  \n",
       "3    https://www.youtube.com/watch?v=_b9F05WE28Y         False  \n",
       "208  https://www.youtube.com/watch?v=ShbJqSrbDqk         False  \n",
       "93   https://www.youtube.com/watch?v=7tpNCwqKSd4         False  \n",
       "209  https://www.youtube.com/watch?v=oAYmMoDjD_s         False  \n",
       "25   https://www.youtube.com/watch?v=__cV9izKtKs         False  \n",
       "212  https://www.youtube.com/watch?v=1tzfAXC3Wyc         False  \n",
       "104  https://www.youtube.com/watch?v=vzpR4HMmRPI         False  \n",
       "111  https://www.youtube.com/watch?v=rJX6b2WQI2E         False  \n",
       "71   https://www.youtube.com/watch?v=EPf7X2xbm2A         False  \n",
       "214  https://www.youtube.com/watch?v=RJNppsvxwLg         False  \n",
       "213  https://www.youtube.com/watch?v=hPdAqMYNEy0         False  \n",
       "99   https://www.youtube.com/watch?v=fd6FLaORGr8         False  \n",
       "\n",
       "[227 rows x 19 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_meta = pd.read_csv('masha_and_shark_2019_05_14_metadata.csv')\n",
    "df_meta.sort_values(by=['viewCount INT'],ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_meta = pd.read_csv('annotated_videonet_seeds_elsa_spiderman_2019_08_18_metadata.csv')\n",
    "df_rels = pd.read_csv('videonet_seeds_elsa_spiderman_2019_08_18_relations.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
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       "      <td>0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...</td>\n",
       "      <td>th</td>\n",
       "      <td>https://www.youtube.com/watch?v=G_qx2ZeHJ4o</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>7nw-QA_-ED8</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1502205344</td>\n",
       "      <td>Glamour</td>\n",
       "      <td>UCY9eEaH19ulZmdusctU1ejA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>43156098</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>7579.0</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=7nw-QA_-ED8</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>Jy2dTbOGTBE</td>\n",
       "      <td>The Deli Show - הריון</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1427363679</td>\n",
       "      <td>Post Hostel</td>\n",
       "      <td>UCD4MbghmkGS3aF5ymsc8_bw</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>7880193</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>The Deli Show - הריון</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=Jy2dTbOGTBE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>CQ_C9KeeEbk</td>\n",
       "      <td>LA PETITE SIRENE LowCost (Alex Ramirès)</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1531326601</td>\n",
       "      <td>Alex Ramirès</td>\n",
       "      <td>UCp_CBY2rEWs_CPI3HaC6tbg</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>47904738</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>2507.0</td>\n",
       "      <td>La Petite Sirene LowCost (Alex Ramirès)</td>\n",
       "      <td>fr</td>\n",
       "      <td>https://www.youtube.com/watch?v=CQ_C9KeeEbk</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Guy acting out the little mermaid</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>ZgkkJjKpDvw</td>\n",
       "      <td>Engendros TV: Nuevellizos.</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1233984252</td>\n",
       "      <td>ClubEngendros</td>\n",
       "      <td>UCN6rjYMkYv5eUAHbFwDbQmg</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>19302563</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>604.0</td>\n",
       "      <td>Engendros Tv: Nuevellizos.</td>\n",
       "      <td>es</td>\n",
       "      <td>https://www.youtube.com/watch?v=ZgkkJjKpDvw</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>_75wztsXeUo</td>\n",
       "      <td>Making Off | Ensaio de JUNHO | LadyBug e Cat Noir</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1499533412</td>\n",
       "      <td>Way to Hero</td>\n",
       "      <td>UCRBhx25KHV4wUhKsO29BNgw</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>575243</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>Making Off | Ensaio de Junho | LadyBug e Cat Noir</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=_75wztsXeUo</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>People in costumes almost having sex</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>BBm_5LSedM4</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1552641301</td>\n",
       "      <td>Crafty Panda DIY</td>\n",
       "      <td>UCYDKUHScAVoI_UTVuA7ThcQ</td>\n",
       "      <td>Howto &amp; Style</td>\n",
       "      <td>3635903</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! Amazing D...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=BBm_5LSedM4</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy and smoking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>eJqszZw6F6I</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1500423727</td>\n",
       "      <td>CKN Toys</td>\n",
       "      <td>UCfaZw8XH_zmAVkBst_MPD6w</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>126942725</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=eJqszZw6F6I</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Child batman and grown up spiderman eating McD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>nfXJ9hX5tvs</td>\n",
       "      <td>POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1554487590</td>\n",
       "      <td>The Super Zeros</td>\n",
       "      <td>UCE3cM6f-H0mZlnvQafTqCyQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>3249886</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>Power Rangers Vs Mortal Kombat! Epic Flash Mob...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=nfXJ9hX5tvs</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Power rangers grobing young girls</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>9-rv1TpxxnA</td>\n",
       "      <td>JEDI ELSA vs SITH ELSA - Spider-Man Frozen Sta...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1484961096</td>\n",
       "      <td>The Sean Ward Show</td>\n",
       "      <td>UCEvLUnQiH-i1XUNikh0Zm4g</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>26854659</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>582.0</td>\n",
       "      <td>Jedi Elsa vs Sith Elsa - Spider-Man Frozen Sta...</td>\n",
       "      <td>de</td>\n",
       "      <td>https://www.youtube.com/watch?v=9-rv1TpxxnA</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Jedi Elsas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>TdDf5L8eJjM</td>\n",
       "      <td>Miraculous Ladybug and Chat Noir Cosplay Music...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1505397720</td>\n",
       "      <td>The 86th Floor: Cosplay and Cons</td>\n",
       "      <td>UCfBZ5Bgo2F2wRiy68XCWpow</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>92811889</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>7400.0</td>\n",
       "      <td>Miraculous Ladybug and Chat Noir Cosplay Music...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=TdDf5L8eJjM</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Kids bowling, think it's some kind of anime</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>gS0117pUx4o</td>\n",
       "      <td>veggies &amp; fruits I pregnancy time lapse</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1539968680</td>\n",
       "      <td>Klara</td>\n",
       "      <td>UCRqzi1fLE5az1Br6sbSdGuQ</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>1062361</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>veggies &amp; fruits I pregnancy time lapse</td>\n",
       "      <td>ca</td>\n",
       "      <td>https://www.youtube.com/watch?v=gS0117pUx4o</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Pregnancy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>kFzWC_O07i0</td>\n",
       "      <td>From Bad Luck to Beauty 10 Cool Beauty Hacks G...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1550377760</td>\n",
       "      <td>123 Go Girly</td>\n",
       "      <td>UCePgEtPIBVVKELuW7NkadFA</td>\n",
       "      <td>Howto &amp; Style</td>\n",
       "      <td>9178531</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>746.0</td>\n",
       "      <td>From Bad Luck to Beauty 10 Cool Beauty Hacks G...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=kFzWC_O07i0</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Violence (self defence)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>o61fbnPCYqI</td>\n",
       "      <td>Spider-Man: Spider-Verse Flash Mob Prank</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1429281084</td>\n",
       "      <td>The Sean Ward Show</td>\n",
       "      <td>UCEvLUnQiH-i1XUNikh0Zm4g</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>489387834</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>12724.0</td>\n",
       "      <td>Spider-Man: Spider-Verse Flash Mob Prank</td>\n",
       "      <td>de</td>\n",
       "      <td>https://www.youtube.com/watch?v=o61fbnPCYqI</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Lots of spidermans dancing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>bDV3ee3NSAg</td>\n",
       "      <td>DIY - How To Make Jeep Wrangler Unlimited with...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1558007122</td>\n",
       "      <td>Magnetic Man</td>\n",
       "      <td>UC5SYKAP880X9TDtpg3TZCIA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>384191</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>38.0</td>\n",
       "      <td>Diy - How To Make Jeep Wrangler Unlimited with...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=bDV3ee3NSAg</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>ASMR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>RCGFX-uNieI</td>\n",
       "      <td>IRONMAN VS VENOM with Spiderman &amp; Deadpool Part 7</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1494676804</td>\n",
       "      <td>Super Hero Videos lozaus2</td>\n",
       "      <td>UCjeRo0NuOQ8SZT_MBGV4NrQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>14466775</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>471.0</td>\n",
       "      <td>Ironman Vs Venom with Spiderman &amp; Deadpool Part 7</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=RCGFX-uNieI</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>MTO</td>\n",
       "      <td>Violence</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>GLLVqP6BFss</td>\n",
       "      <td>THE SIMS 4 FROZEN ANNA BABY</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1491750550</td>\n",
       "      <td>GameArt Production</td>\n",
       "      <td>UCg12HA5UiFKAupPA6Lbd-eA</td>\n",
       "      <td>Gaming</td>\n",
       "      <td>1106251</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>140.0</td>\n",
       "      <td>The Sims 4 Frozen Anna Baby</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=GLLVqP6BFss</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>sexual</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>WM3nRomp2MU</td>\n",
       "      <td>Mommy s Got a Baby in Her Belly | Children s s...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1389817632</td>\n",
       "      <td>Patty Shukla Kids TV - Children s songs</td>\n",
       "      <td>UC1J5R-2zsrrICAYmkt5g_6Q</td>\n",
       "      <td>Music</td>\n",
       "      <td>16368011</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mommy s Got a Baby in Her Belly | Children s s...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=WM3nRomp2MU</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>nsXAyP6gcLQ</td>\n",
       "      <td>Mary Jane and Spider-Man In Real Life (Parkour...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1517947307</td>\n",
       "      <td>Nick Pro</td>\n",
       "      <td>UChCBHudFoBnsF0O1flPXqiQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>46101799</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>2505.0</td>\n",
       "      <td>Mary Jane and Spider-Man In Real Life (Parkour...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=nsXAyP6gcLQ</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>sexual</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>960EsdQVlho</td>\n",
       "      <td>Girl Spiderman vs. Captain America Battle - Su...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1499551811</td>\n",
       "      <td>BuzzPranks</td>\n",
       "      <td>UCOEYO2x_UJLXRUyoYQJ178A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>38048471</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>922.0</td>\n",
       "      <td>Girl Spiderman vs. Captain America Battle - Su...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=960EsdQVlho</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>sexual and violent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>_dvqXmxyAU4</td>\n",
       "      <td>Fruit and baby doll kitchen jelly cooking play...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1549194902</td>\n",
       "      <td>[토이푸딩] ToyPudding TV</td>\n",
       "      <td>UCKqx9r4mrFglauNBJc1L_eg</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>1411696</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>Fruit and baby doll kitchen jelly cooking play...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=_dvqXmxyAU4</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>HBfaphKxQ-o</td>\n",
       "      <td>Pregnant Pink Spidergirl with Spiderman and Th...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1459489324</td>\n",
       "      <td>SuperHeroes Real Life</td>\n",
       "      <td>UCNOYoV6u5JWn74sIVe3FPaA</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>39168</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>Pregnant Pink Spidergirl with Spiderman and Th...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=HBfaphKxQ-o</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>jtCJJMCdBsg</td>\n",
       "      <td>PREPARING FOR BABY S ARRIVAL!</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1529092683</td>\n",
       "      <td>Life as a Mommy</td>\n",
       "      <td>UC41kSpAQe1ABLUQbGP_WBVA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>5697690</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>999.0</td>\n",
       "      <td>Preparing For Baby S Arrival!</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=jtCJJMCdBsg</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>YGWO1YiEy2I</td>\n",
       "      <td>Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1513680613</td>\n",
       "      <td>MVP Entertainment ID</td>\n",
       "      <td>UCPgtKvRfZ74M0KqKcA39LNQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>3189422</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>533.0</td>\n",
       "      <td>Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...</td>\n",
       "      <td>id</td>\n",
       "      <td>https://www.youtube.com/watch?v=YGWO1YiEy2I</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>YsgpKuXq3DE</td>\n",
       "      <td>The BEST Way To Deliver A BABY | Cartoon-Box 70</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1517481685</td>\n",
       "      <td>Frame Order</td>\n",
       "      <td>UC1D26ByrbZVwuMgjVWmsOuw</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>3645434</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>The Best Way To Deliver A Baby | Cartoon-Box 70</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=YsgpKuXq3DE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>-vekelutfMI</td>\n",
       "      <td>THE SIMS 3 FROZEN ANNA`S kids</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1465033061</td>\n",
       "      <td>GameArt Production</td>\n",
       "      <td>UCg12HA5UiFKAupPA6Lbd-eA</td>\n",
       "      <td>Gaming</td>\n",
       "      <td>5956230</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>374.0</td>\n",
       "      <td>The Sims 3 Frozen Anna`s kids</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=-vekelutfMI</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>eWxLkjBRJck</td>\n",
       "      <td>Fat SpiderMan!</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1423611392</td>\n",
       "      <td>;} Swxmz</td>\n",
       "      <td>UCZL_mZiRnR42hg1IjV6lQ8w</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>54939</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>Fat SpiderMan!</td>\n",
       "      <td>de</td>\n",
       "      <td>https://www.youtube.com/watch?v=eWxLkjBRJck</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>5ckJRjUO9ck</td>\n",
       "      <td>Reborn Labour &amp; Delivery 🤰🏻🤱🏻👶🏻📦💕</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1522996138</td>\n",
       "      <td>Australian Reborn Nursery</td>\n",
       "      <td>UCwRE527CMIU5yTxYeccBGwA</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>3492205</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>553.0</td>\n",
       "      <td>Reborn Labour &amp; Delivery 🤰🏻🤱🏻👶🏻📦💕</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=5ckJRjUO9ck</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>JS</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>56</td>\n",
       "      <td>iEKLFS-aKcw</td>\n",
       "      <td>FROZEN | Let It Go from Disney s FROZEN - perf...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1386758522</td>\n",
       "      <td>Disney UK</td>\n",
       "      <td>UCQphRgAhj5UxktrQNP3WF5g</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>349008024</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>30696.0</td>\n",
       "      <td>Frozen | Let It Go from Disney s Frozen - perf...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=iEKLFS-aKcw</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>official disney video</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>57</td>\n",
       "      <td>rDZxRdP3mrE</td>\n",
       "      <td>Disney Princess Slumber Party</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1463184780</td>\n",
       "      <td>Rclbeauty101</td>\n",
       "      <td>UCB0d0JLn1WcGYcwwZ87d2LA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>48298652</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>33761.0</td>\n",
       "      <td>Disney Princess Slumber Party</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=rDZxRdP3mrE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>58</td>\n",
       "      <td>Mn34Dg56yME</td>\n",
       "      <td>JET SKI ! Elsa &amp; Anna toddlers - Big Pool - Wa...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1495902051</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>19585867</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Jet Ski ! Elsa &amp; Anna toddlers - Big Pool - Wa...</td>\n",
       "      <td>da</td>\n",
       "      <td>https://www.youtube.com/watch?v=Mn34Dg56yME</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>59</td>\n",
       "      <td>3u1GL_Tl2eY</td>\n",
       "      <td>[YTP] Cold</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1401973652</td>\n",
       "      <td>Numberer1</td>\n",
       "      <td>UCNMtM6Nf54U7jcvdQqpv8nw</td>\n",
       "      <td>Comedy</td>\n",
       "      <td>26200224</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>12313.0</td>\n",
       "      <td>[ytp] Cold</td>\n",
       "      <td>cy</td>\n",
       "      <td>https://www.youtube.com/watch?v=3u1GL_Tl2eY</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>60</td>\n",
       "      <td>VL5GkJAIPIE</td>\n",
       "      <td>Anna and Elsa Toddlers Move to a New House Par...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1544368557</td>\n",
       "      <td>Toys In Action</td>\n",
       "      <td>UCviIx9YkgPfh3SFEEp5jvRQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>237065</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>Anna and Elsa Toddlers Move to a New House Par...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=VL5GkJAIPIE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>61</td>\n",
       "      <td>hMeiDVv5t8I</td>\n",
       "      <td>Disney Frozen Elsa Let it Go - In Real Life</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1426887785</td>\n",
       "      <td>Working with Lemons</td>\n",
       "      <td>UCjxq9YFOGXx_wPr5Z8jidEA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>350969512</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Disney Frozen Elsa Let it Go - In Real Life</td>\n",
       "      <td>de</td>\n",
       "      <td>https://www.youtube.com/watch?v=hMeiDVv5t8I</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>62</td>\n",
       "      <td>66zAOaltxIM</td>\n",
       "      <td>Frozen Bathtub Fingerpaint Soap Fun with Anna ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1459207910</td>\n",
       "      <td>Toys Unlimited</td>\n",
       "      <td>UCzIdYMdAtTsWucGCZyZvN6w</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>21310986</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>812.0</td>\n",
       "      <td>Frozen Bathtub Fingerpaint Soap Fun with Anna ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=66zAOaltxIM</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>63</td>\n",
       "      <td>9b5jXSQYRRY</td>\n",
       "      <td>Elsa &amp; Anna toddlers play with Barbie the Merm...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1460736731</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>24422086</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>2221.0</td>\n",
       "      <td>Elsa &amp; Anna toddlers play with Barbie the Merm...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=9b5jXSQYRRY</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>64</td>\n",
       "      <td>OjMT8ItkM8w</td>\n",
       "      <td>Elsa and Anna swimming pool fun  water splash ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1480110222</td>\n",
       "      <td>divernic doll adventures</td>\n",
       "      <td>UCzbjbyFF-80PC5kDuY-pqKg</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>9572874</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>Elsa and Anna swimming pool fun  water splash ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=OjMT8ItkM8w</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>65</td>\n",
       "      <td>U1HV6xfwq-c</td>\n",
       "      <td>Olaf s Adventures Playing with Gertit - Let s ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1502720486</td>\n",
       "      <td>Gerti ToysReview</td>\n",
       "      <td>UCFsLEAbWprS7OHuGDLlP-DQ</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>233282</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Olaf s Adventures Playing with Gertit - Let s ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=U1HV6xfwq-c</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>66</td>\n",
       "      <td>pOUcMdNQSHM</td>\n",
       "      <td>Vacation packing ! Elsa and Anna toddlers - sh...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1530389631</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>27208573</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vacation packing ! Elsa and Anna toddlers - sh...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=pOUcMdNQSHM</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>67</td>\n",
       "      <td>-Ri9HSs2T7g</td>\n",
       "      <td>FLOATIES ! Elsa &amp; Anna toddlers - Pool Party -...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1500140314</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>77524107</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Floaties ! Elsa &amp; Anna toddlers - Pool Party -...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=-Ri9HSs2T7g</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>68</td>\n",
       "      <td>v1CpGibhLeg</td>\n",
       "      <td>Moving Day ! Elsa and Anna toddlers are packing</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1544297524</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>25228571</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Moving Day ! Elsa and Anna toddlers are packing</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=v1CpGibhLeg</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>69</td>\n",
       "      <td>rJJ3rO_-6o0</td>\n",
       "      <td>Playing in ELSA s ICE Castle ! Elsa and Anna t...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1442675520</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>36587493</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3012.0</td>\n",
       "      <td>Playing in Elsa s Ice Castle ! Elsa and Anna t...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=rJJ3rO_-6o0</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>70</td>\n",
       "      <td>zpg-EIhjqEw</td>\n",
       "      <td>Barbie Color Changing Dolls Disney The Little ...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1445081400</td>\n",
       "      <td>FunToys Collector Disney Toys Review</td>\n",
       "      <td>UCqdGW_m8Rim4FeMM29keDEg</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>10110894</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Barbie Color Changing Dolls Disney The Little ...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=zpg-EIhjqEw</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>71</td>\n",
       "      <td>4GFqK2vXGps</td>\n",
       "      <td>Water Slide ! Elsa and Anna toddlers - pool pl...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1537052013</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>31854526</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Water Slide ! Elsa and Anna toddlers - pool pl...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=4GFqK2vXGps</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>72</td>\n",
       "      <td>U2YRpYYcpos</td>\n",
       "      <td>Elsa and Anna toddlers at the swimming pool wi...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1508526610</td>\n",
       "      <td>divernic doll adventures</td>\n",
       "      <td>UCzbjbyFF-80PC5kDuY-pqKg</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>21476</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>Elsa and Anna toddlers at the swimming pool wi...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=U2YRpYYcpos</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>73</td>\n",
       "      <td>0cajKlte_do</td>\n",
       "      <td>Elsa and Anna toddlers take swimming lessons f...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1437776233</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>82917872</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elsa and Anna toddlers take swimming lessons f...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=0cajKlte_do</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>74</td>\n",
       "      <td>DK0wmIyjnyE</td>\n",
       "      <td>Back to School shopping ! Elsa and Anna toddle...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1534011917</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>62516738</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Back to School shopping ! Elsa and Anna toddle...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=DK0wmIyjnyE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>75</td>\n",
       "      <td>Nsu0rMxiUYo</td>\n",
       "      <td>Toddlers ELSA &amp; ANNA at Beach - Mystery Treasu...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1467465087</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>39174020</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>3082.0</td>\n",
       "      <td>Toddlers Elsa &amp; Anna at Beach - Mystery Treasu...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=Nsu0rMxiUYo</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>76</td>\n",
       "      <td>yb6w44timt4</td>\n",
       "      <td>Elsa and Anna Toddlers Swimming Lessons w/ Ari...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1500746404</td>\n",
       "      <td>Toys In Action</td>\n",
       "      <td>UCviIx9YkgPfh3SFEEp5jvRQ</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>277442</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>69.0</td>\n",
       "      <td>Elsa and Anna Toddlers Swimming Lessons w/ Ari...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=yb6w44timt4</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>77</td>\n",
       "      <td>HEBAfAEEEoI</td>\n",
       "      <td>WATER PARK ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1501951966</td>\n",
       "      <td>Come Play With Me</td>\n",
       "      <td>UCQ00zWTLrgRQJUb8MHQg21A</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>46031212</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Water Park ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=HEBAfAEEEoI</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>toys</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>78</td>\n",
       "      <td>jnCD36AKpqE</td>\n",
       "      <td>MMD Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1441466445</td>\n",
       "      <td>AnimationSensei</td>\n",
       "      <td>UCfuUjajqbwH_10g4Soc1PXg</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>15835484</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>Mmd Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=jnCD36AKpqE</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>biting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>79</td>\n",
       "      <td>nG0SspQMneE</td>\n",
       "      <td>Maya The Bee - Movie 2 - First Teaser Trailer!</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1478253543</td>\n",
       "      <td>Maya the Bee</td>\n",
       "      <td>UCR41wiSu8b8ThBjs6PZ-pRQ</td>\n",
       "      <td>Film &amp; Animation</td>\n",
       "      <td>161523</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>Maya The Bee - Movie 2 - First Teaser Trailer!</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=nG0SspQMneE</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>80</td>\n",
       "      <td>b4j1jf-NSrw</td>\n",
       "      <td>BARBIE Vicki Swims In The Pool!!?</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1502247746</td>\n",
       "      <td>Baby Dolls &amp; Little Girls</td>\n",
       "      <td>UCiBvuoKHWkW62kM0H5OakRA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>2060756</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Barbie Vicki Swims In The Pool!!?</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=b4j1jf-NSrw</td>\n",
       "      <td>False</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>81</td>\n",
       "      <td>0PRN0U1V0Vc</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1348574194</td>\n",
       "      <td>CichyCooLover</td>\n",
       "      <td>UCwFu9nhHb3ce4ipAof2zgCw</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>416296</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>49.0</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=0PRN0U1V0Vc</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>tickling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>82</td>\n",
       "      <td>a3MUc1QhlIs</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1444145402</td>\n",
       "      <td>Cartoon Network UK</td>\n",
       "      <td>UCGydrkfIhUDNCotYQI8TJhA</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>2201976</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>36.0</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=a3MUc1QhlIs</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>tickling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>83</td>\n",
       "      <td>_sM2wDDy7ok</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1534958191</td>\n",
       "      <td>minco2</td>\n",
       "      <td>UC-yjqfeEglTnNih6uBVUgBg</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>38018</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>nl</td>\n",
       "      <td>https://www.youtube.com/watch?v=_sM2wDDy7ok</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>tickling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>84</td>\n",
       "      <td>6WV_v_TcuUA</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1521386484</td>\n",
       "      <td>Emmett Chatouille</td>\n",
       "      <td>UC2ZLbIQxqsS6T5X1jpeGIgg</td>\n",
       "      <td>People &amp; Blogs</td>\n",
       "      <td>99553</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=6WV_v_TcuUA</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>tickling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>85</td>\n",
       "      <td>Q7OrpRPTrDw</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>no</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1479003397</td>\n",
       "      <td>CichyCooLover</td>\n",
       "      <td>UCwFu9nhHb3ce4ipAof2zgCw</td>\n",
       "      <td>Entertainment</td>\n",
       "      <td>73169</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>en</td>\n",
       "      <td>https://www.youtube.com/watch?v=Q7OrpRPTrDw</td>\n",
       "      <td>False</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "      <td>SI</td>\n",
       "      <td>tickling</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>86 rows × 23 columns</p>\n",
       "</div>"
      ],
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       "23          23  HBfaphKxQ-o   \n",
       "24          24  jtCJJMCdBsg   \n",
       "25          25  YGWO1YiEy2I   \n",
       "26          26  YsgpKuXq3DE   \n",
       "27          27  -vekelutfMI   \n",
       "28          28  eWxLkjBRJck   \n",
       "29          29  5ckJRjUO9ck   \n",
       "..         ...          ...   \n",
       "56          56  iEKLFS-aKcw   \n",
       "57          57  rDZxRdP3mrE   \n",
       "58          58  Mn34Dg56yME   \n",
       "59          59  3u1GL_Tl2eY   \n",
       "60          60  VL5GkJAIPIE   \n",
       "61          61  hMeiDVv5t8I   \n",
       "62          62  66zAOaltxIM   \n",
       "63          63  9b5jXSQYRRY   \n",
       "64          64  OjMT8ItkM8w   \n",
       "65          65  U1HV6xfwq-c   \n",
       "66          66  pOUcMdNQSHM   \n",
       "67          67  -Ri9HSs2T7g   \n",
       "68          68  v1CpGibhLeg   \n",
       "69          69  rJJ3rO_-6o0   \n",
       "70          70  zpg-EIhjqEw   \n",
       "71          71  4GFqK2vXGps   \n",
       "72          72  U2YRpYYcpos   \n",
       "73          73  0cajKlte_do   \n",
       "74          74  DK0wmIyjnyE   \n",
       "75          75  Nsu0rMxiUYo   \n",
       "76          76  yb6w44timt4   \n",
       "77          77  HEBAfAEEEoI   \n",
       "78          78  jnCD36AKpqE   \n",
       "79          79  nG0SspQMneE   \n",
       "80          80  b4j1jf-NSrw   \n",
       "81          81  0PRN0U1V0Vc   \n",
       "82          82  a3MUc1QhlIs   \n",
       "83          83  _sM2wDDy7ok   \n",
       "84          84  6WV_v_TcuUA   \n",
       "85          85  Q7OrpRPTrDw   \n",
       "\n",
       "                                                label isSeed VARCHAR  \\\n",
       "0                 spider man and elsa have a new baby            yes   \n",
       "1              Elsa  Anna And Olaf In The Pool Frozen            yes   \n",
       "2   ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...             no   \n",
       "3       This is Your Pregnancy in 2 Minutes | Glamour             no   \n",
       "4                               The Deli Show - הריון             no   \n",
       "5             LA PETITE SIRENE LowCost (Alex Ramirès)             no   \n",
       "6                          Engendros TV: Nuevellizos.             no   \n",
       "7   Making Off | Ensaio de JUNHO | LadyBug e Cat Noir             no   \n",
       "8   Oh Baby Baby! Romantic Date is Over! AMAZING D...             no   \n",
       "9   McDonalds Drive Thru Prank!! Batman Payback Ti...             no   \n",
       "10  POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...             no   \n",
       "11  JEDI ELSA vs SITH ELSA - Spider-Man Frozen Sta...             no   \n",
       "12  Miraculous Ladybug and Chat Noir Cosplay Music...             no   \n",
       "13            veggies & fruits I pregnancy time lapse             no   \n",
       "14  From Bad Luck to Beauty 10 Cool Beauty Hacks G...             no   \n",
       "15           Spider-Man: Spider-Verse Flash Mob Prank             no   \n",
       "16  DIY - How To Make Jeep Wrangler Unlimited with...             no   \n",
       "17  IRONMAN VS VENOM with Spiderman & Deadpool Part 7             no   \n",
       "18                        THE SIMS 4 FROZEN ANNA BABY             no   \n",
       "19  Mommy s Got a Baby in Her Belly | Children s s...             no   \n",
       "20  Mary Jane and Spider-Man In Real Life (Parkour...             no   \n",
       "21  Girl Spiderman vs. Captain America Battle - Su...             no   \n",
       "22  Fruit and baby doll kitchen jelly cooking play...             no   \n",
       "23  Pregnant Pink Spidergirl with Spiderman and Th...             no   \n",
       "24                      PREPARING FOR BABY S ARRIVAL!             no   \n",
       "25  Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...             no   \n",
       "26    The BEST Way To Deliver A BABY | Cartoon-Box 70             no   \n",
       "27                      THE SIMS 3 FROZEN ANNA`S kids             no   \n",
       "28                                     Fat SpiderMan!             no   \n",
       "29                  Reborn Labour & Delivery 🤰🏻🤱🏻👶🏻📦💕             no   \n",
       "..                                                ...            ...   \n",
       "56  FROZEN | Let It Go from Disney s FROZEN - perf...             no   \n",
       "57                      Disney Princess Slumber Party             no   \n",
       "58  JET SKI ! Elsa & Anna toddlers - Big Pool - Wa...             no   \n",
       "59                                         [YTP] Cold             no   \n",
       "60  Anna and Elsa Toddlers Move to a New House Par...             no   \n",
       "61        Disney Frozen Elsa Let it Go - In Real Life             no   \n",
       "62  Frozen Bathtub Fingerpaint Soap Fun with Anna ...             no   \n",
       "63  Elsa & Anna toddlers play with Barbie the Merm...             no   \n",
       "64  Elsa and Anna swimming pool fun  water splash ...             no   \n",
       "65  Olaf s Adventures Playing with Gertit - Let s ...             no   \n",
       "66  Vacation packing ! Elsa and Anna toddlers - sh...             no   \n",
       "67  FLOATIES ! Elsa & Anna toddlers - Pool Party -...             no   \n",
       "68    Moving Day ! Elsa and Anna toddlers are packing             no   \n",
       "69  Playing in ELSA s ICE Castle ! Elsa and Anna t...             no   \n",
       "70  Barbie Color Changing Dolls Disney The Little ...             no   \n",
       "71  Water Slide ! Elsa and Anna toddlers - pool pl...             no   \n",
       "72  Elsa and Anna toddlers at the swimming pool wi...             no   \n",
       "73  Elsa and Anna toddlers take swimming lessons f...             no   \n",
       "74  Back to School shopping ! Elsa and Anna toddle...             no   \n",
       "75  Toddlers ELSA & ANNA at Beach - Mystery Treasu...             no   \n",
       "76  Elsa and Anna Toddlers Swimming Lessons w/ Ari...             no   \n",
       "77  WATER PARK ! Elsa & Anna toddlers empty the Po...             no   \n",
       "78  MMD Frozen  When Girls Bite Boys - It s Not Fa...             no   \n",
       "79     Maya The Bee - Movie 2 - First Teaser Trailer!             no   \n",
       "80                  BARBIE Vicki Swims In The Pool!!?             no   \n",
       "81                      Fred Flinstone s Feet Tickled             no   \n",
       "82    Teen Titans Go! | Tickle Game | Cartoon Network             no   \n",
       "83                      cartoon kangaroo feet tickled             no   \n",
       "84                  George of the Jungle tickle scene             no   \n",
       "85                        Bugs Bunny s  Foot  Tickled             no   \n",
       "\n",
       "    seedRank INT  publishedAt INT                     channelTitle VARCHAR  \\\n",
       "0            1.0       1503406880                                  wai bom   \n",
       "1            2.0       1484845230                             Mathias Jost   \n",
       "2            NaN       1491475843                              Eve My Tube   \n",
       "3            NaN       1502205344                                  Glamour   \n",
       "4            NaN       1427363679                              Post Hostel   \n",
       "5            NaN       1531326601                             Alex Ramirès   \n",
       "6            NaN       1233984252                            ClubEngendros   \n",
       "7            NaN       1499533412                              Way to Hero   \n",
       "8            NaN       1552641301                         Crafty Panda DIY   \n",
       "9            NaN       1500423727                                 CKN Toys   \n",
       "10           NaN       1554487590                          The Super Zeros   \n",
       "11           NaN       1484961096                       The Sean Ward Show   \n",
       "12           NaN       1505397720         The 86th Floor: Cosplay and Cons   \n",
       "13           NaN       1539968680                                    Klara   \n",
       "14           NaN       1550377760                             123 Go Girly   \n",
       "15           NaN       1429281084                       The Sean Ward Show   \n",
       "16           NaN       1558007122                             Magnetic Man   \n",
       "17           NaN       1494676804                Super Hero Videos lozaus2   \n",
       "18           NaN       1491750550                       GameArt Production   \n",
       "19           NaN       1389817632  Patty Shukla Kids TV - Children s songs   \n",
       "20           NaN       1517947307                                 Nick Pro   \n",
       "21           NaN       1499551811                               BuzzPranks   \n",
       "22           NaN       1549194902                     [토이푸딩] ToyPudding TV   \n",
       "23           NaN       1459489324                    SuperHeroes Real Life   \n",
       "24           NaN       1529092683                          Life as a Mommy   \n",
       "25           NaN       1513680613                     MVP Entertainment ID   \n",
       "26           NaN       1517481685                              Frame Order   \n",
       "27           NaN       1465033061                       GameArt Production   \n",
       "28           NaN       1423611392                                 ;} Swxmz   \n",
       "29           NaN       1522996138                Australian Reborn Nursery   \n",
       "..           ...              ...                                      ...   \n",
       "56           NaN       1386758522                                Disney UK   \n",
       "57           NaN       1463184780                             Rclbeauty101   \n",
       "58           NaN       1495902051                        Come Play With Me   \n",
       "59           NaN       1401973652                                Numberer1   \n",
       "60           NaN       1544368557                           Toys In Action   \n",
       "61           NaN       1426887785                      Working with Lemons   \n",
       "62           NaN       1459207910                           Toys Unlimited   \n",
       "63           NaN       1460736731                        Come Play With Me   \n",
       "64           NaN       1480110222                 divernic doll adventures   \n",
       "65           NaN       1502720486                         Gerti ToysReview   \n",
       "66           NaN       1530389631                        Come Play With Me   \n",
       "67           NaN       1500140314                        Come Play With Me   \n",
       "68           NaN       1544297524                        Come Play With Me   \n",
       "69           NaN       1442675520                        Come Play With Me   \n",
       "70           NaN       1445081400     FunToys Collector Disney Toys Review   \n",
       "71           NaN       1537052013                        Come Play With Me   \n",
       "72           NaN       1508526610                 divernic doll adventures   \n",
       "73           NaN       1437776233                        Come Play With Me   \n",
       "74           NaN       1534011917                        Come Play With Me   \n",
       "75           NaN       1467465087                        Come Play With Me   \n",
       "76           NaN       1500746404                           Toys In Action   \n",
       "77           NaN       1501951966                        Come Play With Me   \n",
       "78           NaN       1441466445                          AnimationSensei   \n",
       "79           NaN       1478253543                             Maya the Bee   \n",
       "80           NaN       1502247746                Baby Dolls & Little Girls   \n",
       "81           NaN       1348574194                            CichyCooLover   \n",
       "82           NaN       1444145402                       Cartoon Network UK   \n",
       "83           NaN       1534958191                                   minco2   \n",
       "84           NaN       1521386484                        Emmett Chatouille   \n",
       "85           NaN       1479003397                            CichyCooLover   \n",
       "\n",
       "           channelId VARCHAR videoCategoryLabel VARCHAR  viewCount INT  \\\n",
       "0   UCir-ay37PYv8-lQOk_dxzFA             People & Blogs        2406035   \n",
       "1   UC96vy6lHoIKWSevWJEC47xA             People & Blogs           1763   \n",
       "2   UC0xH3QQdLAIu7srkkbTG8CQ              Entertainment        7016116   \n",
       "3   UCY9eEaH19ulZmdusctU1ejA              Entertainment       43156098   \n",
       "4   UCD4MbghmkGS3aF5ymsc8_bw             People & Blogs        7880193   \n",
       "5   UCp_CBY2rEWs_CPI3HaC6tbg                     Comedy       47904738   \n",
       "6   UCN6rjYMkYv5eUAHbFwDbQmg                     Comedy       19302563   \n",
       "7   UCRBhx25KHV4wUhKsO29BNgw             People & Blogs         575243   \n",
       "8   UCYDKUHScAVoI_UTVuA7ThcQ              Howto & Style        3635903   \n",
       "9   UCfaZw8XH_zmAVkBst_MPD6w              Entertainment      126942725   \n",
       "10  UCE3cM6f-H0mZlnvQafTqCyQ              Entertainment        3249886   \n",
       "11  UCEvLUnQiH-i1XUNikh0Zm4g              Entertainment       26854659   \n",
       "12  UCfBZ5Bgo2F2wRiy68XCWpow           Film & Animation       92811889   \n",
       "13  UCRqzi1fLE5az1Br6sbSdGuQ             People & Blogs        1062361   \n",
       "14  UCePgEtPIBVVKELuW7NkadFA              Howto & Style        9178531   \n",
       "15  UCEvLUnQiH-i1XUNikh0Zm4g              Entertainment      489387834   \n",
       "16  UC5SYKAP880X9TDtpg3TZCIA              Entertainment         384191   \n",
       "17  UCjeRo0NuOQ8SZT_MBGV4NrQ              Entertainment       14466775   \n",
       "18  UCg12HA5UiFKAupPA6Lbd-eA                     Gaming        1106251   \n",
       "19  UC1J5R-2zsrrICAYmkt5g_6Q                      Music       16368011   \n",
       "20  UChCBHudFoBnsF0O1flPXqiQ              Entertainment       46101799   \n",
       "21  UCOEYO2x_UJLXRUyoYQJ178A              Entertainment       38048471   \n",
       "22  UCKqx9r4mrFglauNBJc1L_eg              Entertainment        1411696   \n",
       "23  UCNOYoV6u5JWn74sIVe3FPaA             People & Blogs          39168   \n",
       "24  UC41kSpAQe1ABLUQbGP_WBVA              Entertainment        5697690   \n",
       "25  UCPgtKvRfZ74M0KqKcA39LNQ              Entertainment        3189422   \n",
       "26  UC1D26ByrbZVwuMgjVWmsOuw                     Comedy        3645434   \n",
       "27  UCg12HA5UiFKAupPA6Lbd-eA                     Gaming        5956230   \n",
       "28  UCZL_mZiRnR42hg1IjV6lQ8w             People & Blogs          54939   \n",
       "29  UCwRE527CMIU5yTxYeccBGwA             People & Blogs        3492205   \n",
       "..                       ...                        ...            ...   \n",
       "56  UCQphRgAhj5UxktrQNP3WF5g           Film & Animation      349008024   \n",
       "57  UCB0d0JLn1WcGYcwwZ87d2LA              Entertainment       48298652   \n",
       "58  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       19585867   \n",
       "59  UCNMtM6Nf54U7jcvdQqpv8nw                     Comedy       26200224   \n",
       "60  UCviIx9YkgPfh3SFEEp5jvRQ              Entertainment         237065   \n",
       "61  UCjxq9YFOGXx_wPr5Z8jidEA              Entertainment      350969512   \n",
       "62  UCzIdYMdAtTsWucGCZyZvN6w           Film & Animation       21310986   \n",
       "63  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       24422086   \n",
       "64  UCzbjbyFF-80PC5kDuY-pqKg              Entertainment        9572874   \n",
       "65  UCFsLEAbWprS7OHuGDLlP-DQ           Film & Animation         233282   \n",
       "66  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       27208573   \n",
       "67  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       77524107   \n",
       "68  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       25228571   \n",
       "69  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       36587493   \n",
       "70  UCqdGW_m8Rim4FeMM29keDEg              Entertainment       10110894   \n",
       "71  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       31854526   \n",
       "72  UCzbjbyFF-80PC5kDuY-pqKg              Entertainment          21476   \n",
       "73  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       82917872   \n",
       "74  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       62516738   \n",
       "75  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       39174020   \n",
       "76  UCviIx9YkgPfh3SFEEp5jvRQ              Entertainment         277442   \n",
       "77  UCQ00zWTLrgRQJUb8MHQg21A              Entertainment       46031212   \n",
       "78  UCfuUjajqbwH_10g4Soc1PXg           Film & Animation       15835484   \n",
       "79  UCR41wiSu8b8ThBjs6PZ-pRQ           Film & Animation         161523   \n",
       "80  UCiBvuoKHWkW62kM0H5OakRA              Entertainment        2060756   \n",
       "81  UCwFu9nhHb3ce4ipAof2zgCw              Entertainment         416296   \n",
       "82  UCGydrkfIhUDNCotYQI8TJhA              Entertainment        2201976   \n",
       "83  UC-yjqfeEglTnNih6uBVUgBg             People & Blogs          38018   \n",
       "84  UC2ZLbIQxqsS6T5X1jpeGIgg             People & Blogs          99553   \n",
       "85  UCwFu9nhHb3ce4ipAof2zgCw              Entertainment          73169   \n",
       "\n",
       "                         ...                        favoriteCount INT  \\\n",
       "0                        ...                                        0   \n",
       "1                        ...                                        0   \n",
       "2                        ...                                        0   \n",
       "3                        ...                                        0   \n",
       "4                        ...                                        0   \n",
       "5                        ...                                        0   \n",
       "6                        ...                                        0   \n",
       "7                        ...                                        0   \n",
       "8                        ...                                        0   \n",
       "9                        ...                                        0   \n",
       "10                       ...                                        0   \n",
       "11                       ...                                        0   \n",
       "12                       ...                                        0   \n",
       "13                       ...                                        0   \n",
       "14                       ...                                        0   \n",
       "15                       ...                                        0   \n",
       "16                       ...                                        0   \n",
       "17                       ...                                        0   \n",
       "18                       ...                                        0   \n",
       "19                       ...                                        0   \n",
       "20                       ...                                        0   \n",
       "21                       ...                                        0   \n",
       "22                       ...                                        0   \n",
       "23                       ...                                        0   \n",
       "24                       ...                                        0   \n",
       "25                       ...                                        0   \n",
       "26                       ...                                        0   \n",
       "27                       ...                                        0   \n",
       "28                       ...                                        0   \n",
       "29                       ...                                        0   \n",
       "..                       ...                                      ...   \n",
       "56                       ...                                        0   \n",
       "57                       ...                                        0   \n",
       "58                       ...                                        0   \n",
       "59                       ...                                        0   \n",
       "60                       ...                                        0   \n",
       "61                       ...                                        0   \n",
       "62                       ...                                        0   \n",
       "63                       ...                                        0   \n",
       "64                       ...                                        0   \n",
       "65                       ...                                        0   \n",
       "66                       ...                                        0   \n",
       "67                       ...                                        0   \n",
       "68                       ...                                        0   \n",
       "69                       ...                                        0   \n",
       "70                       ...                                        0   \n",
       "71                       ...                                        0   \n",
       "72                       ...                                        0   \n",
       "73                       ...                                        0   \n",
       "74                       ...                                        0   \n",
       "75                       ...                                        0   \n",
       "76                       ...                                        0   \n",
       "77                       ...                                        0   \n",
       "78                       ...                                        0   \n",
       "79                       ...                                        0   \n",
       "80                       ...                                        0   \n",
       "81                       ...                                        0   \n",
       "82                       ...                                        0   \n",
       "83                       ...                                        0   \n",
       "84                       ...                                        0   \n",
       "85                       ...                                        0   \n",
       "\n",
       "    commentCount INT                                        label_clean  \\\n",
       "0              268.0                spider man and elsa have a new baby   \n",
       "1                5.0             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "2              675.0  ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...   \n",
       "3             7579.0      This is Your Pregnancy in 2 Minutes | Glamour   \n",
       "4               53.0                              The Deli Show - הריון   \n",
       "5             2507.0            La Petite Sirene LowCost (Alex Ramirès)   \n",
       "6              604.0                         Engendros Tv: Nuevellizos.   \n",
       "7               30.0  Making Off | Ensaio de Junho | LadyBug e Cat Noir   \n",
       "8              113.0  Oh Baby Baby! Romantic Date is Over! Amazing D...   \n",
       "9                NaN  McDonalds Drive Thru Prank!! Batman Payback Ti...   \n",
       "10             143.0  Power Rangers Vs Mortal Kombat! Epic Flash Mob...   \n",
       "11             582.0  Jedi Elsa vs Sith Elsa - Spider-Man Frozen Sta...   \n",
       "12            7400.0  Miraculous Ladybug and Chat Noir Cosplay Music...   \n",
       "13             170.0            veggies & fruits I pregnancy time lapse   \n",
       "14             746.0  From Bad Luck to Beauty 10 Cool Beauty Hacks G...   \n",
       "15           12724.0           Spider-Man: Spider-Verse Flash Mob Prank   \n",
       "16              38.0  Diy - How To Make Jeep Wrangler Unlimited with...   \n",
       "17             471.0  Ironman Vs Venom with Spiderman & Deadpool Part 7   \n",
       "18             140.0                        The Sims 4 Frozen Anna Baby   \n",
       "19               NaN  Mommy s Got a Baby in Her Belly | Children s s...   \n",
       "20            2505.0  Mary Jane and Spider-Man In Real Life (Parkour...   \n",
       "21             922.0  Girl Spiderman vs. Captain America Battle - Su...   \n",
       "22             110.0  Fruit and baby doll kitchen jelly cooking play...   \n",
       "23               2.0  Pregnant Pink Spidergirl with Spiderman and Th...   \n",
       "24             999.0                      Preparing For Baby S Arrival!   \n",
       "25             533.0  Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...   \n",
       "26             329.0    The Best Way To Deliver A Baby | Cartoon-Box 70   \n",
       "27             374.0                      The Sims 3 Frozen Anna`s kids   \n",
       "28              16.0                                     Fat SpiderMan!   \n",
       "29             553.0                  Reborn Labour & Delivery 🤰🏻🤱🏻👶🏻📦💕   \n",
       "..               ...                                                ...   \n",
       "56           30696.0  Frozen | Let It Go from Disney s Frozen - perf...   \n",
       "57           33761.0                      Disney Princess Slumber Party   \n",
       "58               NaN  Jet Ski ! Elsa & Anna toddlers - Big Pool - Wa...   \n",
       "59           12313.0                                         [ytp] Cold   \n",
       "60              92.0  Anna and Elsa Toddlers Move to a New House Par...   \n",
       "61               NaN        Disney Frozen Elsa Let it Go - In Real Life   \n",
       "62             812.0  Frozen Bathtub Fingerpaint Soap Fun with Anna ...   \n",
       "63            2221.0  Elsa & Anna toddlers play with Barbie the Merm...   \n",
       "64             253.0  Elsa and Anna swimming pool fun  water splash ...   \n",
       "65               NaN  Olaf s Adventures Playing with Gertit - Let s ...   \n",
       "66               NaN  Vacation packing ! Elsa and Anna toddlers - sh...   \n",
       "67               NaN  Floaties ! Elsa & Anna toddlers - Pool Party -...   \n",
       "68               NaN    Moving Day ! Elsa and Anna toddlers are packing   \n",
       "69            3012.0  Playing in Elsa s Ice Castle ! Elsa and Anna t...   \n",
       "70               NaN  Barbie Color Changing Dolls Disney The Little ...   \n",
       "71               NaN  Water Slide ! Elsa and Anna toddlers - pool pl...   \n",
       "72               8.0  Elsa and Anna toddlers at the swimming pool wi...   \n",
       "73               NaN  Elsa and Anna toddlers take swimming lessons f...   \n",
       "74               NaN  Back to School shopping ! Elsa and Anna toddle...   \n",
       "75            3082.0  Toddlers Elsa & Anna at Beach - Mystery Treasu...   \n",
       "76              69.0  Elsa and Anna Toddlers Swimming Lessons w/ Ari...   \n",
       "77               NaN  Water Park ! Elsa & Anna toddlers empty the Po...   \n",
       "78             172.0  Mmd Frozen  When Girls Bite Boys - It s Not Fa...   \n",
       "79             110.0     Maya The Bee - Movie 2 - First Teaser Trailer!   \n",
       "80               NaN                  Barbie Vicki Swims In The Pool!!?   \n",
       "81              49.0                      Fred Flinstone s Feet Tickled   \n",
       "82              36.0    Teen Titans Go! | Tickle Game | Cartoon Network   \n",
       "83              34.0                      cartoon kangaroo feet tickled   \n",
       "84              18.0                  George of the Jungle tickle scene   \n",
       "85              10.0                        Bugs Bunny s  Foot  Tickled   \n",
       "\n",
       "    title_language                                          url seed_channel  \\\n",
       "0               en  https://www.youtube.com/watch?v=Ut9iby5VChA         True   \n",
       "1               en  https://www.youtube.com/watch?v=3ZdXn-uYz7I         True   \n",
       "2               th  https://www.youtube.com/watch?v=G_qx2ZeHJ4o        False   \n",
       "3               en  https://www.youtube.com/watch?v=7nw-QA_-ED8        False   \n",
       "4               en  https://www.youtube.com/watch?v=Jy2dTbOGTBE        False   \n",
       "5               fr  https://www.youtube.com/watch?v=CQ_C9KeeEbk        False   \n",
       "6               es  https://www.youtube.com/watch?v=ZgkkJjKpDvw        False   \n",
       "7               en  https://www.youtube.com/watch?v=_75wztsXeUo        False   \n",
       "8               en  https://www.youtube.com/watch?v=BBm_5LSedM4        False   \n",
       "9               en  https://www.youtube.com/watch?v=eJqszZw6F6I        False   \n",
       "10              en  https://www.youtube.com/watch?v=nfXJ9hX5tvs        False   \n",
       "11              de  https://www.youtube.com/watch?v=9-rv1TpxxnA        False   \n",
       "12              en  https://www.youtube.com/watch?v=TdDf5L8eJjM        False   \n",
       "13              ca  https://www.youtube.com/watch?v=gS0117pUx4o        False   \n",
       "14              en  https://www.youtube.com/watch?v=kFzWC_O07i0        False   \n",
       "15              de  https://www.youtube.com/watch?v=o61fbnPCYqI        False   \n",
       "16              en  https://www.youtube.com/watch?v=bDV3ee3NSAg        False   \n",
       "17              en  https://www.youtube.com/watch?v=RCGFX-uNieI        False   \n",
       "18              en  https://www.youtube.com/watch?v=GLLVqP6BFss        False   \n",
       "19              en  https://www.youtube.com/watch?v=WM3nRomp2MU        False   \n",
       "20              en  https://www.youtube.com/watch?v=nsXAyP6gcLQ        False   \n",
       "21              en  https://www.youtube.com/watch?v=960EsdQVlho        False   \n",
       "22              en  https://www.youtube.com/watch?v=_dvqXmxyAU4        False   \n",
       "23              en  https://www.youtube.com/watch?v=HBfaphKxQ-o        False   \n",
       "24              en  https://www.youtube.com/watch?v=jtCJJMCdBsg        False   \n",
       "25              id  https://www.youtube.com/watch?v=YGWO1YiEy2I        False   \n",
       "26              en  https://www.youtube.com/watch?v=YsgpKuXq3DE        False   \n",
       "27              en  https://www.youtube.com/watch?v=-vekelutfMI        False   \n",
       "28              de  https://www.youtube.com/watch?v=eWxLkjBRJck        False   \n",
       "29              en  https://www.youtube.com/watch?v=5ckJRjUO9ck        False   \n",
       "..             ...                                          ...          ...   \n",
       "56              en  https://www.youtube.com/watch?v=iEKLFS-aKcw        False   \n",
       "57              en  https://www.youtube.com/watch?v=rDZxRdP3mrE        False   \n",
       "58              da  https://www.youtube.com/watch?v=Mn34Dg56yME        False   \n",
       "59              cy  https://www.youtube.com/watch?v=3u1GL_Tl2eY        False   \n",
       "60              en  https://www.youtube.com/watch?v=VL5GkJAIPIE        False   \n",
       "61              de  https://www.youtube.com/watch?v=hMeiDVv5t8I        False   \n",
       "62              en  https://www.youtube.com/watch?v=66zAOaltxIM        False   \n",
       "63              en  https://www.youtube.com/watch?v=9b5jXSQYRRY        False   \n",
       "64              en  https://www.youtube.com/watch?v=OjMT8ItkM8w        False   \n",
       "65              en  https://www.youtube.com/watch?v=U1HV6xfwq-c        False   \n",
       "66              en  https://www.youtube.com/watch?v=pOUcMdNQSHM        False   \n",
       "67              en  https://www.youtube.com/watch?v=-Ri9HSs2T7g        False   \n",
       "68              en  https://www.youtube.com/watch?v=v1CpGibhLeg        False   \n",
       "69              en  https://www.youtube.com/watch?v=rJJ3rO_-6o0        False   \n",
       "70              en  https://www.youtube.com/watch?v=zpg-EIhjqEw        False   \n",
       "71              en  https://www.youtube.com/watch?v=4GFqK2vXGps        False   \n",
       "72              en  https://www.youtube.com/watch?v=U2YRpYYcpos        False   \n",
       "73              en  https://www.youtube.com/watch?v=0cajKlte_do        False   \n",
       "74              en  https://www.youtube.com/watch?v=DK0wmIyjnyE        False   \n",
       "75              en  https://www.youtube.com/watch?v=Nsu0rMxiUYo        False   \n",
       "76              en  https://www.youtube.com/watch?v=yb6w44timt4        False   \n",
       "77              en  https://www.youtube.com/watch?v=HEBAfAEEEoI        False   \n",
       "78              en  https://www.youtube.com/watch?v=jnCD36AKpqE        False   \n",
       "79              en  https://www.youtube.com/watch?v=nG0SspQMneE        False   \n",
       "80              en  https://www.youtube.com/watch?v=b4j1jf-NSrw        False   \n",
       "81              en  https://www.youtube.com/watch?v=0PRN0U1V0Vc        False   \n",
       "82              en  https://www.youtube.com/watch?v=a3MUc1QhlIs        False   \n",
       "83              nl  https://www.youtube.com/watch?v=_sM2wDDy7ok        False   \n",
       "84              en  https://www.youtube.com/watch?v=6WV_v_TcuUA        False   \n",
       "85              en  https://www.youtube.com/watch?v=Q7OrpRPTrDw        False   \n",
       "\n",
       "   is_inappropriate is_live_streaming  annotator  \\\n",
       "0               YES                NO         JS   \n",
       "1               YES                NO        MTO   \n",
       "2               YES                NO        MTO   \n",
       "3                NO                NO        MTO   \n",
       "4                NO                NO        MTO   \n",
       "5                NO                NO        MTO   \n",
       "6                NO                NO        MTO   \n",
       "7               YES                NO        MTO   \n",
       "8               YES                NO        MTO   \n",
       "9                NO                NO        MTO   \n",
       "10              YES                NO        MTO   \n",
       "11               NO                NO        MTO   \n",
       "12               NO                NO        MTO   \n",
       "13               NO                NO        MTO   \n",
       "14              YES                NO        MTO   \n",
       "15               NO                NO        MTO   \n",
       "16               NO                NO        MTO   \n",
       "17              YES                NO        MTO   \n",
       "18              YES                NO         JS   \n",
       "19               NO                NO         JS   \n",
       "20              YES                NO         SI   \n",
       "21              YES                NO         SI   \n",
       "22               NO                NO         SI   \n",
       "23               NO                NO         SI   \n",
       "24               NO                NO         SI   \n",
       "25               NO                NO         JS   \n",
       "26               NO                NO         JS   \n",
       "27              YES                NO         JS   \n",
       "28               NO                NO         JS   \n",
       "29               NO                NO         JS   \n",
       "..              ...               ...        ...   \n",
       "56               NO                NO         SI   \n",
       "57               NO                NO         SI   \n",
       "58               NO                NO         SI   \n",
       "59              YES                NO         SI   \n",
       "60               NO                NO         SI   \n",
       "61               NO                NO         SI   \n",
       "62              YES                NO         SI   \n",
       "63               NO                NO         SI   \n",
       "64               NO                NO         SI   \n",
       "65               NO                NO         SI   \n",
       "66               NO                NO         SI   \n",
       "67               NO                NO         SI   \n",
       "68               NO                NO         SI   \n",
       "69               NO                NO         SI   \n",
       "70               NO                NO         SI   \n",
       "71               NO                NO         SI   \n",
       "72               NO                NO         SI   \n",
       "73               NO                NO         SI   \n",
       "74               NO                NO         SI   \n",
       "75               NO                NO         SI   \n",
       "76               NO                NO         SI   \n",
       "77               NO                NO         SI   \n",
       "78              YES                NO         SI   \n",
       "79               NO                NO         SI   \n",
       "80               NO                NO         SI   \n",
       "81              YES                NO         SI   \n",
       "82              YES                NO         SI   \n",
       "83              YES                NO         SI   \n",
       "84              YES                NO         SI   \n",
       "85              YES                NO         SI   \n",
       "\n",
       "                                          Comments  \n",
       "0                                              NaN  \n",
       "1                                        Pregnancy  \n",
       "2                                        Pregnancy  \n",
       "3                                        Pregnancy  \n",
       "4                                        Pregnancy  \n",
       "5                Guy acting out the little mermaid  \n",
       "6                                        Pregnancy  \n",
       "7             People in costumes almost having sex  \n",
       "8                            Pregnancy and smoking  \n",
       "9   Child batman and grown up spiderman eating McD  \n",
       "10               Power rangers grobing young girls  \n",
       "11                                      Jedi Elsas  \n",
       "12     Kids bowling, think it's some kind of anime  \n",
       "13                                       Pregnancy  \n",
       "14                         Violence (self defence)  \n",
       "15                      Lots of spidermans dancing  \n",
       "16                                            ASMR  \n",
       "17                                       Violence   \n",
       "18                                          sexual  \n",
       "19                                             NaN  \n",
       "20                                          sexual  \n",
       "21                              sexual and violent  \n",
       "22                                            toys  \n",
       "23                                             NaN  \n",
       "24                                             NaN  \n",
       "25                                             NaN  \n",
       "26                                             NaN  \n",
       "27                                             NaN  \n",
       "28                                             NaN  \n",
       "29                                             NaN  \n",
       "..                                             ...  \n",
       "56                           official disney video  \n",
       "57                                             NaN  \n",
       "58                                            toys  \n",
       "59                                             NaN  \n",
       "60                                            toys  \n",
       "61                                             NaN  \n",
       "62                                             NaN  \n",
       "63                                            toys  \n",
       "64                                            toys  \n",
       "65                                             NaN  \n",
       "66                                            toys  \n",
       "67                                            toys  \n",
       "68                                            toys  \n",
       "69                                            toys  \n",
       "70                                            toys  \n",
       "71                                            toys  \n",
       "72                                            toys  \n",
       "73                                            toys  \n",
       "74                                            toys  \n",
       "75                                            toys  \n",
       "76                                            toys  \n",
       "77                                            toys  \n",
       "78                                          biting  \n",
       "79                                             NaN  \n",
       "80                                             NaN  \n",
       "81                                        tickling  \n",
       "82                                        tickling  \n",
       "83                                        tickling  \n",
       "84                                        tickling  \n",
       "85                                        tickling  \n",
       "\n",
       "[86 rows x 23 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_meta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "is_inappropriate\n",
       "NO     5.644255e+07\n",
       "YES    9.104412e+06\n",
       "Name: viewCount INT, dtype: float64"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Average view counts for inappropriate vs. cf videos\n",
    "df_meta.groupby('is_inappropriate').mean()['viewCount INT']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "is_inappropriate\n",
       "NO     19302563\n",
       "YES     3262029\n",
       "Name: viewCount INT, dtype: int64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_meta.groupby('is_inappropriate').median()['viewCount INT']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_meta_good =  pd.read_csv('masha_and_shark_2019_05_14_metadata.csv')\n",
    "plt.plot(list(df_meta_good['viewCount INT'].sort_values()))\n",
    "plt.plot(list(df_meta['viewCount INT'].sort_values()))\n",
    "plt.legend(['child-friendly network','inappropriate network'])\n",
    "plt.xlabel('videos sorted by view count')\n",
    "plt.ylabel('view count')\n",
    "plt.ticklabel_format(style='plain')\n",
    "plt.title('Videos sorted by view count by network type')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_rels_no_seeds = df_rels.merge(df_meta[df_meta['isSeed VARCHAR'] == 'no'], right_on='label', left_on='node1')[['node1','node2','directed']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้าว เค้ก Eve My Tube'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'THE SIMS 4 FROZEN ANNA BABY'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'Girl gives birth in toilet'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'spider man and elsa have a new baby'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้าว เค้ก Eve My Tube'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'Girl gives birth in toilet'),\n",
       " ('The Deli Show - הריון', 'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('The Deli Show - הריון', 'Granny Out Drinks Football Team'),\n",
       " ('The Deli Show - הריון', 'spider man and elsa have a new baby'),\n",
       " ('Engendros TV: Nuevellizos.',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Engendros TV: Nuevellizos.', 'Girl gives birth in toilet'),\n",
       " ('Engendros TV: Nuevellizos.', 'Granny Out Drinks Football Team'),\n",
       " ('Engendros TV: Nuevellizos.', 'spider man and elsa have a new baby'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'From Bad Luck to Beauty 10 Cool Beauty Hacks Girly DIY 123 GO To Change Your Life Everyday'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'PREPARING FOR BABY S ARRIVAL!'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'Very Heart Touching Love Story | Children Sad Love Story | Bhaity Music Company |'),\n",
       " ('veggies & fruits I pregnancy time lapse',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('veggies & fruits I pregnancy time lapse',\n",
       "  'Granny Out Drinks Football Team'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Mary Jane and Spider-Man In Real Life (Parkour  far from home)'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Fat SpiderMan!'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'SHE IS MY PREGNANT PRINCESS!!'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Girl gives birth in toilet'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'spider man and elsa have a new baby'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'Magician s baby does trick from INSIDE THE BELLY!'),\n",
       " ('Girl gives birth in toilet',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Girl gives birth in toilet', 'Engendros TV: Nuevellizos.'),\n",
       " ('Girl gives birth in toilet', 'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('Girl gives birth in toilet', 'SHE IS MY PREGNANT PRINCESS!!'),\n",
       " ('Girl gives birth in toilet',\n",
       "  'Magician s baby does trick from INSIDE THE BELLY!'),\n",
       " ('Girl gives birth in toilet', 'Granny Out Drinks Football Team'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'LA PETITE SIRENE LowCost (Alex Ramirès)'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'Disney Princess Slumber Party'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('Making Off | Ensaio de JUNHO | LadyBug e Cat Noir',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('Making Off | Ensaio de JUNHO | LadyBug e Cat Noir',\n",
       "  'From Bad Luck to Beauty 10 Cool Beauty Hacks Girly DIY 123 GO To Change Your Life Everyday'),\n",
       " ('Life Saving Wedding Hacks You Must Try! Marriage or Hatred  Life Hacks Gives you Happy a Lifetime',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('Life Saving Wedding Hacks You Must Try! Marriage or Hatred  Life Hacks Gives you Happy a Lifetime',\n",
       "  'เล็บหลูด!!! วันโชคร้ายของพี่ภูมิ Unlucky Day | 108Life Hacks'),\n",
       " ('Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life',\n",
       "  'سبيدر مان وفروزن 2'),\n",
       " ('The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)',\n",
       "  'Making the SPIDER-MAN Mask! Movie Costume Replica'),\n",
       " ('Making the SPIDER-MAN Mask! Movie Costume Replica',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('Making the SPIDER-MAN Mask! Movie Costume Replica',\n",
       "  'The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'Spider-Man: Spider-Verse Flash Mob Prank'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)'),\n",
       " ('THE SIMS 3 FROZEN ANNA`S kids', 'THE SIMS 4 FROZEN ANNA BABY'),\n",
       " ('THE SIMS 3 FROZEN ANNA`S kids',\n",
       "  'Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess'),\n",
       " ('Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!',\n",
       "  'Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla'),\n",
       " ('baby factory scene',\n",
       "  'Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla'),\n",
       " ('baby factory scene', 'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('baby factory scene', 'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('baby factory scene',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('baby factory scene',\n",
       "  'Baby Boom ! My Newborn Sister - Android gameplay TabTale Movie apps free kids best'),\n",
       " ('baby factory scene', 'The Dinner'),\n",
       " ('IRONMAN VS VENOM with Spiderman & Deadpool Part 7',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('IRONMAN VS VENOM with Spiderman & Deadpool Part 7',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour', 'baby factory scene'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'Baby Boom ! My Newborn Sister - Android gameplay TabTale Movie apps free kids best'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕', 'baby factory scene'),\n",
       " ('THE SIMS 4 FROZEN ANNA BABY', 'THE SIMS 3 FROZEN ANNA`S kids'),\n",
       " ('THE SIMS 4 FROZEN ANNA BABY',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70', 'baby factory scene'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70', 'The Dinner'),\n",
       " ('Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('Fat SpiderMan!',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('Spider-Man: Spider-Verse Flash Mob Prank',\n",
       "  'Making the SPIDER-MAN Mask! Movie Costume Replica'),\n",
       " ('MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney',\n",
       "  'The Princess of Arendelle'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Elsa & Anna toddlers play with Barbie the Mermaid !'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY', 'The Dinner'),\n",
       " ('JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('Teen Titans Go! | Tickle Game | Cartoon Network',\n",
       "  'Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Commercials'),\n",
       " ('cartoon kangaroo feet tickled',\n",
       "  'Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Commercials'),\n",
       " ('cartoon kangaroo feet tickled', 'Fred Flinstone s Feet Tickled'),\n",
       " ('cartoon kangaroo feet tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('cartoon kangaroo feet tickled', 'George of the Jungle tickle scene'),\n",
       " ('cartoon kangaroo feet tickled', 'Bugs Bunny s  Foot  Tickled'),\n",
       " ('Mi corazón es tuyo--My heart is your (jack-elsa-hiccup)',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Olaf s Adventures Playing with Gertit - Let s find all hide and seek in Spring',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna Toddlers Swimming Lessons w/ Ariel 💦Mermaids Pool Party Elsia Annia Barbie Dolls Toys',\n",
       "  'Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa'),\n",
       " ('Elsa and Anna Toddlers Swimming Lessons w/ Ariel 💦Mermaids Pool Party Elsia Annia Barbie Dolls Toys',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('BARBIE Vicki Swims In The Pool!!?',\n",
       "  'Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa'),\n",
       " ('BARBIE Vicki Swims In The Pool!!?',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('THANKSGIVING 2018 ! Elsa and Anna toddlers - pumpkin pie cooking - dinner - turkey - party - guests',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('THANKSGIVING 2018 ! Elsa and Anna toddlers - pumpkin pie cooking - dinner - turkey - party - guests',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('Frozen Bathtub Fingerpaint Soap Fun with Anna  Elsa  Olaf & Kristoff',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Anna and Elsa Toddlers Move to a New House Part 4 - Will the girls get back together? Toys in Action',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('The Princess of Arendelle',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('The Princess of Arendelle',\n",
       "  'MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney'),\n",
       " ('George of the Jungle tickle scene', 'Fred Flinstone s Feet Tickled'),\n",
       " ('Bugs Bunny s  Foot  Tickled', 'Fred Flinstone s Feet Tickled'),\n",
       " ('Bugs Bunny s  Foot  Tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('Bugs Bunny s  Foot  Tickled', 'George of the Jungle tickle scene'),\n",
       " ('Fred Flinstone s Feet Tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('Fred Flinstone s Feet Tickled', 'cartoon kangaroo feet tickled'),\n",
       " ('Fred Flinstone s Feet Tickled', 'George of the Jungle tickle scene'),\n",
       " ('Fred Flinstone s Feet Tickled', 'Bugs Bunny s  Foot  Tickled')]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tuples_no_seeds = [tuple(x[0:-1]) for x in df_rels_no_seeds.values]\n",
    "tuples_no_seeds\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('spider man and elsa have a new baby',\n",
       "  'ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้าว เค้ก Eve My Tube'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้าว เค้ก Eve My Tube'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้าว เค้ก Eve My Tube'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('The Deli Show - הריון', 'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Engendros TV: Nuevellizos.',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('veggies & fruits I pregnancy time lapse',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('Girl gives birth in toilet',\n",
       "  'This is Your Pregnancy in 2 Minutes | Glamour'),\n",
       " ('spider man and elsa have a new baby', 'The Deli Show - הריון'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'LA PETITE SIRENE LowCost (Alex Ramirès)'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'LA PETITE SIRENE LowCost (Alex Ramirès)'),\n",
       " ('spider man and elsa have a new baby', 'Engendros TV: Nuevellizos.'),\n",
       " ('Girl gives birth in toilet', 'Engendros TV: Nuevellizos.'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Making Off | Ensaio de JUNHO | LadyBug e Cat Noir'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('Making Off | Ensaio de JUNHO | LadyBug e Cat Noir',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('Life Saving Wedding Hacks You Must Try! Marriage or Hatred  Life Hacks Gives you Happy a Lifetime',\n",
       "  'Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('Making the SPIDER-MAN Mask! Movie Costume Replica',\n",
       "  'McDonalds Drive Thru Prank!! Batman Payback Time for Spiderman Ckn Toys'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob Battle! it s morphin time!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Miraculous Ladybug and Chat Noir Cosplay Music Video - Bowled Over'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'veggies & fruits I pregnancy time lapse'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'From Bad Luck to Beauty 10 Cool Beauty Hacks Girly DIY 123 GO To Change Your Life Everyday'),\n",
       " ('Making Off | Ensaio de JUNHO | LadyBug e Cat Noir',\n",
       "  'From Bad Luck to Beauty 10 Cool Beauty Hacks Girly DIY 123 GO To Change Your Life Everyday'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'From Bad Luck to Beauty 10 Cool Beauty Hacks Girly DIY 123 GO To Change Your Life Everyday'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Spider-Man: Spider-Verse Flash Mob Prank'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'Spider-Man: Spider-Verse Flash Mob Prank'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'DIY - How To Make Jeep Wrangler Unlimited with Magnetic Balls (ASMR) | Magnetic Man 4K'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'IRONMAN VS VENOM with Spiderman & Deadpool Part 7'),\n",
       " ('spider man and elsa have a new baby', 'THE SIMS 4 FROZEN ANNA BABY'),\n",
       " ('THE SIMS 3 FROZEN ANNA`S kids', 'THE SIMS 4 FROZEN ANNA BABY'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'THE SIMS 4 FROZEN ANNA BABY'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla'),\n",
       " ('Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!',\n",
       "  'Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla'),\n",
       " ('baby factory scene',\n",
       "  'Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Mary Jane and Spider-Man In Real Life (Parkour  far from home)'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Mary Jane and Spider-Man In Real Life (Parkour  far from home)'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('IRONMAN VS VENOM with Spiderman & Deadpool Part 7',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Fruit and baby doll kitchen jelly cooking play baby Doli house'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby'),\n",
       " ('spider man and elsa have a new baby', 'PREPARING FOR BABY S ARRIVAL!'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'PREPARING FOR BABY S ARRIVAL!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Lahirnya Anwar dan Rohaya - Highlight Kecil Kecil Mikir Jadi Manten Eps 1'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('baby factory scene', 'The BEST Way To Deliver A BABY | Cartoon-Box 70'),\n",
       " ('spider man and elsa have a new baby', 'THE SIMS 3 FROZEN ANNA`S kids'),\n",
       " ('THE SIMS 4 FROZEN ANNA BABY', 'THE SIMS 3 FROZEN ANNA`S kids'),\n",
       " ('spider man and elsa have a new baby', 'Fat SpiderMan!'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Fat SpiderMan!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('Girl gives birth in toilet', 'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('baby factory scene', 'Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Life Saving Wedding Hacks You Must Try! Marriage or Hatred  Life Hacks Gives you Happy a Lifetime'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Mi corazón es tuyo--My heart is your (jack-elsa-hiccup)'),\n",
       " ('spider man and elsa have a new baby', 'SHE IS MY PREGNANT PRINCESS!!'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'SHE IS MY PREGNANT PRINCESS!!'),\n",
       " ('Girl gives birth in toilet', 'SHE IS MY PREGNANT PRINCESS!!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('THE SIMS 4 FROZEN ANNA BABY',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('Mommy s Got a Baby in Her Belly | Children s song | Sibling Song | Patty Shukla',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('baby factory scene',\n",
       "  'Baby Song - Mommy s Got a Baby in Her Belly - Children s Song for brothers & sisters!'),\n",
       " ('spider man and elsa have a new baby', 'سبيدر مان وفروزن 2'),\n",
       " ('RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life',\n",
       "  'سبيدر مان وفروزن 2'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Magician s baby does trick from INSIDE THE BELLY!'),\n",
       " ('PREPARING FOR BABY S ARRIVAL!',\n",
       "  'Magician s baby does trick from INSIDE THE BELLY!'),\n",
       " ('Girl gives birth in toilet',\n",
       "  'Magician s baby does trick from INSIDE THE BELLY!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('IRONMAN VS VENOM with Spiderman & Deadpool Part 7',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('Girl Spiderman vs. Captain America Battle - Super Hero Battle 2K17',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('Fat SpiderMan!',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('سبيدر مان وفروزن 2',\n",
       "  'RECKLESS JOKER Crushes SpiderBaby Toys Under Car! w/ Spiderman Hulk Barbie Power Wheels in Real Life'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)'),\n",
       " ('Mary Jane and Spider-Man In Real Life (Parkour  far from home)',\n",
       "  'The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)'),\n",
       " ('Making the SPIDER-MAN Mask! Movie Costume Replica',\n",
       "  'The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)'),\n",
       " ('spider man and elsa have a new baby', 'Girl gives birth in toilet'),\n",
       " ('Engendros TV: Nuevellizos.', 'Girl gives birth in toilet'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'Girl gives birth in toilet'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'Girl gives birth in toilet'),\n",
       " ('Magician s baby does trick from INSIDE THE BELLY!',\n",
       "  'Girl gives birth in toilet'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Making the SPIDER-MAN Mask! Movie Costume Replica'),\n",
       " ('Spider-Man: Spider-Verse Flash Mob Prank',\n",
       "  'Making the SPIDER-MAN Mask! Movie Costume Replica'),\n",
       " ('The Amazing Spider-Man Baby Dance - Official Evian Spot (2014)',\n",
       "  'Making the SPIDER-MAN Mask! Movie Costume Replica'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Very Heart Touching Love Story | Children Sad Love Story | Bhaity Music Company |'),\n",
       " ('Oh Baby Baby! Romantic Date is Over! AMAZING DIY HACKS LOVE and More Ideas',\n",
       "  'Very Heart Touching Love Story | Children Sad Love Story | Bhaity Music Company |'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Baby Doll Beauty Salon Dress up Hairstyle Toys!'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Post Malone  Swae Lee - Sunflower (Spider-Man: Into the Spider-Verse)'),\n",
       " ('spider man and elsa have a new baby', 'The Princess of Arendelle'),\n",
       " ('MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney',\n",
       "  'The Princess of Arendelle'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Baby Boom ! My Newborn Sister - Android gameplay TabTale Movie apps free kids best'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕',\n",
       "  'Baby Boom ! My Newborn Sister - Android gameplay TabTale Movie apps free kids best'),\n",
       " ('baby factory scene',\n",
       "  'Baby Boom ! My Newborn Sister - Android gameplay TabTale Movie apps free kids best'),\n",
       " ('spider man and elsa have a new baby', 'Granny Out Drinks Football Team'),\n",
       " ('The Deli Show - הריון', 'Granny Out Drinks Football Team'),\n",
       " ('Engendros TV: Nuevellizos.', 'Granny Out Drinks Football Team'),\n",
       " ('veggies & fruits I pregnancy time lapse',\n",
       "  'Granny Out Drinks Football Team'),\n",
       " ('Girl gives birth in toilet', 'Granny Out Drinks Football Team'),\n",
       " ('spider man and elsa have a new baby', 'baby factory scene'),\n",
       " ('This is Your Pregnancy in 2 Minutes | Glamour', 'baby factory scene'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70', 'baby factory scene'),\n",
       " ('Reborn Labour & Delivery 🤰🏻\\U0001f931🏻👶🏻📦💕', 'baby factory scene'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree'),\n",
       " ('spider man and elsa have a new baby',\n",
       "  'เล็บหลูด!!! วันโชคร้ายของพี่ภูมิ Unlucky Day | 108Life Hacks'),\n",
       " ('Life Saving Wedding Hacks You Must Try! Marriage or Hatred  Life Hacks Gives you Happy a Lifetime',\n",
       "  'เล็บหลูด!!! วันโชคร้ายของพี่ภูมิ Unlucky Day | 108Life Hacks'),\n",
       " ('spider man and elsa have a new baby', 'The Dinner'),\n",
       " ('JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY', 'The Dinner'),\n",
       " ('The BEST Way To Deliver A BABY | Cartoon-Box 70', 'The Dinner'),\n",
       " ('baby factory scene', 'The Dinner'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa and Anna toddlers slime in the pool'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Tickle Tickle Collection | Kids Songs & Funny Cartoons | Nursery Rhymes & Baby Songs'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'THANKSGIVING 2018 ! Elsa and Anna toddlers - pumpkin pie cooking - dinner - turkey - party - guests'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess'),\n",
       " ('THE SIMS 3 FROZEN ANNA`S kids',\n",
       "  'Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Commercials'),\n",
       " ('Teen Titans Go! | Tickle Game | Cartoon Network',\n",
       "  'Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Commercials'),\n",
       " ('cartoon kangaroo feet tickled',\n",
       "  'Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Commercials'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Mi corazón es tuyo--My heart is your (jack-elsa-hiccup)',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Olaf s Adventures Playing with Gertit - Let s find all hide and seek in Spring',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'FROZEN | Let It Go from Disney s FROZEN - performed by Idina Menzel | Official Disney UK'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen', 'Disney Princess Slumber Party'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'Disney Princess Slumber Party'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen', '[YTP] Cold'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Anna and Elsa Toddlers Move to a New House Part 4 - Will the girls get back together? Toys in Action'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('JEDI ELSA vs SITH ELSA - Spider-Man Frozen Star Wars PARODY',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('SNOW WHITE vs ELSA: Princess Rap Battle (Whitney Avalon ft. Katja Glieson) *explicit*',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Disney Frozen Elsa Let it Go - In Real Life'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Frozen Bathtub Fingerpaint Soap Fun with Anna  Elsa  Olaf & Kristoff'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa & Anna toddlers play with Barbie the Mermaid !'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Elsa & Anna toddlers play with Barbie the Mermaid !'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa'),\n",
       " ('Elsa and Anna Toddlers Swimming Lessons w/ Ariel 💦Mermaids Pool Party Elsia Annia Barbie Dolls Toys',\n",
       "  'Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa'),\n",
       " ('BARBIE Vicki Swims In The Pool!!?',\n",
       "  'Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Olaf s Adventures Playing with Gertit - Let s find all hide and seek in Spring'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('THANKSGIVING 2018 ! Elsa and Anna toddlers - pumpkin pie cooking - dinner - turkey - party - guests',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Frozen Bathtub Fingerpaint Soap Fun with Anna  Elsa  Olaf & Kristoff',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('BARBIE Vicki Swims In The Pool!!?',\n",
       "  'FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Anna and Elsa Toddlers Move to a New House Part 4 - Will the girls get back together? Toys in Action',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Moving Day ! Elsa and Anna toddlers are packing'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('The Princess of Arendelle',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Christmas ! Elsa and Anna toddlers - what happens to Santa ? Gifts - decorations - tree',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna toddlers slime in the pool',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('THANKSGIVING 2018 ! Elsa and Anna toddlers - pumpkin pie cooking - dinner - turkey - party - guests',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa and Anna Toddlers Swimming Lessons w/ Ariel 💦Mermaids Pool Party Elsia Annia Barbie Dolls Toys',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand',\n",
       "  'Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa and Anna swimming pool fun  water splash & holidays- relax at the spa',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('FLOATIES ! Elsa & Anna toddlers - Pool Party - Water fun Big float Splash Swim',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Moving Day ! Elsa and Anna toddlers are packing',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Playing in ELSA s ICE Castle ! Elsa and Anna toddlers & their friends',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Water Slide ! Elsa and Anna toddlers - pool playdate - Barbie - floaties - swim - water fun - splash',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa and Anna toddlers at the swimming pool with the Disney princess toddlers & barbecue with Barbie',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'Back to School shopping ! Elsa and Anna toddlers buy supplies from store - Barbie is seller'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Vacation packing ! Elsa and Anna toddlers - shopping for luggage - suitcases - Barbie is the seller',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Barbie Color Changing Dolls Disney The Little Mermaid Sisters Ariel Anna Elsa Bubble Bath Pool Party',\n",
       "  'Toddlers ELSA & ANNA at Beach - Mystery Treasure - Shopkins'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Elsa and Anna Toddlers Swimming Lessons w/ Ariel 💦Mermaids Pool Party Elsia Annia Barbie Dolls Toys'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('JET SKI ! Elsa & Anna toddlers - Big Pool - Water Scooter- Kayak - Windsurfing - Slide',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('Elsa & Anna toddlers play with Barbie the Mermaid !',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('Elsa and Anna toddlers take swimming lessons from Romy the mermaid. Huge Pool',\n",
       "  'WATER PARK ! Elsa & Anna toddlers empty the Pool ? Water Fun - Swim - Pool Party - Splash - Sand'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney'),\n",
       " ('The Princess of Arendelle',\n",
       "  'MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney'),\n",
       " ('Jack Marries Me ! My Sister Marries Kristoff ! Two Sisters Episode 51 - Wedding Kiss Princess',\n",
       "  'MMD Frozen  When Girls Bite Boys - It s Not Fair!  Jelsa funny animated meme compilation Disney'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Maya The Bee - Movie 2 - First Teaser Trailer!'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'BARBIE Vicki Swims In The Pool!!?'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen', 'Fred Flinstone s Feet Tickled'),\n",
       " ('cartoon kangaroo feet tickled', 'Fred Flinstone s Feet Tickled'),\n",
       " ('George of the Jungle tickle scene', 'Fred Flinstone s Feet Tickled'),\n",
       " ('Bugs Bunny s  Foot  Tickled', 'Fred Flinstone s Feet Tickled'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('Fred Flinstone s Feet Tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('cartoon kangaroo feet tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('Bugs Bunny s  Foot  Tickled',\n",
       "  'Teen Titans Go! | Tickle Game | Cartoon Network'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen', 'cartoon kangaroo feet tickled'),\n",
       " ('Fred Flinstone s Feet Tickled', 'cartoon kangaroo feet tickled'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen',\n",
       "  'George of the Jungle tickle scene'),\n",
       " ('Fred Flinstone s Feet Tickled', 'George of the Jungle tickle scene'),\n",
       " ('cartoon kangaroo feet tickled', 'George of the Jungle tickle scene'),\n",
       " ('Bugs Bunny s  Foot  Tickled', 'George of the Jungle tickle scene'),\n",
       " ('Elsa  Anna And Olaf In The Pool Frozen', 'Bugs Bunny s  Foot  Tickled'),\n",
       " ('Fred Flinstone s Feet Tickled', 'Bugs Bunny s  Foot  Tickled'),\n",
       " ('cartoon kangaroo feet tickled', 'Bugs Bunny s  Foot  Tickled'),\n",
       " ('The Deli Show - הריון', 'spider man and elsa have a new baby'),\n",
       " ('Engendros TV: Nuevellizos.', 'spider man and elsa have a new baby'),\n",
       " ('Pregnant Pink Spidergirl with Spiderman and The New Spiderbaby',\n",
       "  'spider man and elsa have a new baby'),\n",
       " ('SHE IS MY PREGNANT PRINCESS!!', 'spider man and elsa have a new baby'),\n",
       " (nan, 'Elsa  Anna And Olaf In The Pool Frozen')]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tuples = [tuple(x[1:-1]) for x in df_rels.values]\n",
    "tuples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Counter({('YES', 'YES'): 55,\n",
       "         ('NO', 'YES'): 23,\n",
       "         ('YES', 'NO'): 80,\n",
       "         ('NO', 'NO'): 115})"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# map inappropriateness to relations and get counts of ties between annotation types\n",
    "def count_relation_annotations(tuples):\n",
    "    rels_inapprop = []\n",
    "    for tup in tuples:\n",
    "        node1, node2 = tup\n",
    "        #print(df_meta[df_meta['label'] == node1].is_inappropriate)\n",
    "        try:\n",
    "            node1_in = df_meta[df_meta['label'] == node1].is_inappropriate.values[0]\n",
    "            node2_in = df_meta[df_meta['label'] == node2].is_inappropriate.values[0]\n",
    "            #print(node1_in, node2_in)\n",
    "            rels_inapprop.append((node1_in, node2_in))\n",
    "        except:\n",
    "            pass\n",
    "    return Counter(rels_inapprop)\n",
    "\n",
    "count_relation_annotations(tuples)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Counter({('NO', 'YES'): 23,\n",
       "         ('NO', 'NO'): 115,\n",
       "         ('YES', 'NO'): 23,\n",
       "         ('YES', 'YES'): 28})"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count_relation_annotations(tuples_no_seeds)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "g = igraph.Graph.TupleList(tuples, directed = True)\n",
    "filtered_names = [x for x in g.vs['name'] if isinstance(x,str)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "vertex_names_df = pd.DataFrame(g.vs['name'], columns=['name'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>node1</th>\n",
       "      <th>node2</th>\n",
       "      <th>directed</th>\n",
       "      <th>node1_inapprop</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>SHE IS MY PREGNANT PRINCESS!!</td>\n",
       "      <td>ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>Magician s baby does trick from INSIDE THE BELLY!</td>\n",
       "      <td>ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>The Deli Show - הריון</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>Engendros TV: Nuevellizos.</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>veggies &amp; fruits I pregnancy time lapse</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>Pregnant Pink Spidergirl with Spiderman and Th...</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>PREPARING FOR BABY S ARRIVAL!</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>SHE IS MY PREGNANT PRINCESS!!</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>Magician s baby does trick from INSIDE THE BELLY!</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>Girl gives birth in toilet</td>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>The Deli Show - הריון</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>LA PETITE SIRENE LowCost (Alex Ramirès)</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>SNOW WHITE vs ELSA: Princess Rap Battle (Whitn...</td>\n",
       "      <td>LA PETITE SIRENE LowCost (Alex Ramirès)</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>Engendros TV: Nuevellizos.</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>Girl gives birth in toilet</td>\n",
       "      <td>Engendros TV: Nuevellizos.</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>Making Off | Ensaio de JUNHO | LadyBug e Cat Noir</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>Making Off | Ensaio de JUNHO | LadyBug e Cat Noir</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>PREPARING FOR BABY S ARRIVAL!</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>Life Saving Wedding Hacks You Must Try! Marria...</td>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>Girl Spiderman vs. Captain America Battle - Su...</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>سبيدر مان وفروزن 2</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>RECKLESS JOKER Crushes SpiderBaby Toys Under C...</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>The Amazing Spider-Man Baby Dance - Official E...</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>Making the SPIDER-MAN Mask! Movie Costume Replica</td>\n",
       "      <td>McDonalds Drive Thru Prank!! Batman Payback Ti...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>244</td>\n",
       "      <td>JET SKI ! Elsa &amp; Anna toddlers - Big Pool - Wa...</td>\n",
       "      <td>WATER PARK ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>245</td>\n",
       "      <td>Elsa &amp; Anna toddlers play with Barbie the Merm...</td>\n",
       "      <td>WATER PARK ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>246</td>\n",
       "      <td>Elsa and Anna toddlers take swimming lessons f...</td>\n",
       "      <td>WATER PARK ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>247</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>MMD Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>248</td>\n",
       "      <td>The Princess of Arendelle</td>\n",
       "      <td>MMD Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>249</td>\n",
       "      <td>Jack Marries Me ! My Sister Marries Kristoff !...</td>\n",
       "      <td>MMD Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>250</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>Maya The Bee - Movie 2 - First Teaser Trailer!</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>251</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>BARBIE Vicki Swims In The Pool!!?</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>252</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>253</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>254</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>255</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>256</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>NO</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>257</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>258</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>True</td>\n",
       "      <td>NO</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>259</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>260</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>261</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>262</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>263</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>264</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>265</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>266</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>267</td>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>268</td>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>269</td>\n",
       "      <td>The Deli Show - הריון</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>270</td>\n",
       "      <td>Engendros TV: Nuevellizos.</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>271</td>\n",
       "      <td>Pregnant Pink Spidergirl with Spiderman and Th...</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>272</td>\n",
       "      <td>SHE IS MY PREGNANT PRINCESS!!</td>\n",
       "      <td>spider man and elsa have a new baby</td>\n",
       "      <td>True</td>\n",
       "      <td>YES</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>273</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>YES</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>274 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Unnamed: 0                                              node1  \\\n",
       "0             0                spider man and elsa have a new baby   \n",
       "1             1                      SHE IS MY PREGNANT PRINCESS!!   \n",
       "2             2  Magician s baby does trick from INSIDE THE BELLY!   \n",
       "3             3                spider man and elsa have a new baby   \n",
       "4             4                              The Deli Show - הריון   \n",
       "5             5                         Engendros TV: Nuevellizos.   \n",
       "6             6  Oh Baby Baby! Romantic Date is Over! AMAZING D...   \n",
       "7             7            veggies & fruits I pregnancy time lapse   \n",
       "8             8  Pregnant Pink Spidergirl with Spiderman and Th...   \n",
       "9             9                      PREPARING FOR BABY S ARRIVAL!   \n",
       "10           10                      SHE IS MY PREGNANT PRINCESS!!   \n",
       "11           11  Magician s baby does trick from INSIDE THE BELLY!   \n",
       "12           12                         Girl gives birth in toilet   \n",
       "13           13                spider man and elsa have a new baby   \n",
       "14           14                spider man and elsa have a new baby   \n",
       "15           15  SNOW WHITE vs ELSA: Princess Rap Battle (Whitn...   \n",
       "16           16                spider man and elsa have a new baby   \n",
       "17           17                         Girl gives birth in toilet   \n",
       "18           18                spider man and elsa have a new baby   \n",
       "19           19                spider man and elsa have a new baby   \n",
       "20           20  Making Off | Ensaio de JUNHO | LadyBug e Cat Noir   \n",
       "21           21                      PREPARING FOR BABY S ARRIVAL!   \n",
       "22           22  Life Saving Wedding Hacks You Must Try! Marria...   \n",
       "23           23                spider man and elsa have a new baby   \n",
       "24           24  Girl Spiderman vs. Captain America Battle - Su...   \n",
       "25           25                                 سبيدر مان وفروزن 2   \n",
       "26           26  RECKLESS JOKER Crushes SpiderBaby Toys Under C...   \n",
       "27           27  The Amazing Spider-Man Baby Dance - Official E...   \n",
       "28           28  Making the SPIDER-MAN Mask! Movie Costume Replica   \n",
       "29           29                spider man and elsa have a new baby   \n",
       "..          ...                                                ...   \n",
       "244         244  JET SKI ! Elsa & Anna toddlers - Big Pool - Wa...   \n",
       "245         245  Elsa & Anna toddlers play with Barbie the Merm...   \n",
       "246         246  Elsa and Anna toddlers take swimming lessons f...   \n",
       "247         247             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "248         248                          The Princess of Arendelle   \n",
       "249         249  Jack Marries Me ! My Sister Marries Kristoff !...   \n",
       "250         250             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "251         251             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "252         252             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "253         253                      cartoon kangaroo feet tickled   \n",
       "254         254                  George of the Jungle tickle scene   \n",
       "255         255                        Bugs Bunny s  Foot  Tickled   \n",
       "256         256             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "257         257                      Fred Flinstone s Feet Tickled   \n",
       "258         258                      cartoon kangaroo feet tickled   \n",
       "259         259                        Bugs Bunny s  Foot  Tickled   \n",
       "260         260             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "261         261                      Fred Flinstone s Feet Tickled   \n",
       "262         262             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "263         263                      Fred Flinstone s Feet Tickled   \n",
       "264         264                      cartoon kangaroo feet tickled   \n",
       "265         265                        Bugs Bunny s  Foot  Tickled   \n",
       "266         266             Elsa  Anna And Olaf In The Pool Frozen   \n",
       "267         267                      Fred Flinstone s Feet Tickled   \n",
       "268         268                      cartoon kangaroo feet tickled   \n",
       "269         269                              The Deli Show - הריון   \n",
       "270         270                         Engendros TV: Nuevellizos.   \n",
       "271         271  Pregnant Pink Spidergirl with Spiderman and Th...   \n",
       "272         272                      SHE IS MY PREGNANT PRINCESS!!   \n",
       "273         273                                                NaN   \n",
       "\n",
       "                                                 node2 directed  \\\n",
       "0    ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...     True   \n",
       "1    ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...     True   \n",
       "2    ละครหรรษา เอลซ่าคลอดลูก เเฝงข้อคิด l พี่อีฟ ข้...     True   \n",
       "3        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "4        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "5        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "6        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "7        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "8        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "9        This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "10       This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "11       This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "12       This is Your Pregnancy in 2 Minutes | Glamour     True   \n",
       "13                               The Deli Show - הריון     True   \n",
       "14             LA PETITE SIRENE LowCost (Alex Ramirès)     True   \n",
       "15             LA PETITE SIRENE LowCost (Alex Ramirès)     True   \n",
       "16                          Engendros TV: Nuevellizos.     True   \n",
       "17                          Engendros TV: Nuevellizos.     True   \n",
       "18   Making Off | Ensaio de JUNHO | LadyBug e Cat Noir     True   \n",
       "19   Oh Baby Baby! Romantic Date is Over! AMAZING D...     True   \n",
       "20   Oh Baby Baby! Romantic Date is Over! AMAZING D...     True   \n",
       "21   Oh Baby Baby! Romantic Date is Over! AMAZING D...     True   \n",
       "22   Oh Baby Baby! Romantic Date is Over! AMAZING D...     True   \n",
       "23   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "24   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "25   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "26   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "27   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "28   McDonalds Drive Thru Prank!! Batman Payback Ti...     True   \n",
       "29   POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...     True   \n",
       "..                                                 ...      ...   \n",
       "244  WATER PARK ! Elsa & Anna toddlers empty the Po...     True   \n",
       "245  WATER PARK ! Elsa & Anna toddlers empty the Po...     True   \n",
       "246  WATER PARK ! Elsa & Anna toddlers empty the Po...     True   \n",
       "247  MMD Frozen  When Girls Bite Boys - It s Not Fa...     True   \n",
       "248  MMD Frozen  When Girls Bite Boys - It s Not Fa...     True   \n",
       "249  MMD Frozen  When Girls Bite Boys - It s Not Fa...     True   \n",
       "250     Maya The Bee - Movie 2 - First Teaser Trailer!     True   \n",
       "251                  BARBIE Vicki Swims In The Pool!!?     True   \n",
       "252                      Fred Flinstone s Feet Tickled     True   \n",
       "253                      Fred Flinstone s Feet Tickled     True   \n",
       "254                      Fred Flinstone s Feet Tickled     True   \n",
       "255                      Fred Flinstone s Feet Tickled     True   \n",
       "256    Teen Titans Go! | Tickle Game | Cartoon Network     True   \n",
       "257    Teen Titans Go! | Tickle Game | Cartoon Network     True   \n",
       "258    Teen Titans Go! | Tickle Game | Cartoon Network     True   \n",
       "259    Teen Titans Go! | Tickle Game | Cartoon Network     True   \n",
       "260                      cartoon kangaroo feet tickled     True   \n",
       "261                      cartoon kangaroo feet tickled     True   \n",
       "262                  George of the Jungle tickle scene     True   \n",
       "263                  George of the Jungle tickle scene     True   \n",
       "264                  George of the Jungle tickle scene     True   \n",
       "265                  George of the Jungle tickle scene     True   \n",
       "266                        Bugs Bunny s  Foot  Tickled     True   \n",
       "267                        Bugs Bunny s  Foot  Tickled     True   \n",
       "268                        Bugs Bunny s  Foot  Tickled     True   \n",
       "269                spider man and elsa have a new baby     True   \n",
       "270                spider man and elsa have a new baby     True   \n",
       "271                spider man and elsa have a new baby     True   \n",
       "272                spider man and elsa have a new baby     True   \n",
       "273             Elsa  Anna And Olaf In The Pool Frozen      NaN   \n",
       "\n",
       "    node1_inapprop node2_inapprop  \n",
       "0              YES            YES  \n",
       "1              YES            YES  \n",
       "2              YES            YES  \n",
       "3              YES            YES  \n",
       "4              YES            YES  \n",
       "5              YES            YES  \n",
       "6              YES            YES  \n",
       "7              YES            YES  \n",
       "8              YES             NO  \n",
       "9              YES             NO  \n",
       "10             YES             NO  \n",
       "11             YES             NO  \n",
       "12             YES             NO  \n",
       "13             YES             NO  \n",
       "14             YES             NO  \n",
       "15             YES             NO  \n",
       "16             YES             NO  \n",
       "17             YES             NO  \n",
       "18             YES             NO  \n",
       "19             YES             NO  \n",
       "20             YES             NO  \n",
       "21             YES             NO  \n",
       "22             YES             NO  \n",
       "23             YES            YES  \n",
       "24             YES            YES  \n",
       "25             YES            YES  \n",
       "26             YES            YES  \n",
       "27             YES            YES  \n",
       "28             YES             NO  \n",
       "29             YES             NO  \n",
       "..             ...            ...  \n",
       "244             NO             NO  \n",
       "245             NO             NO  \n",
       "246             NO             NO  \n",
       "247             NO             NO  \n",
       "248             NO             NO  \n",
       "249             NO             NO  \n",
       "250             NO             NO  \n",
       "251             NO             NO  \n",
       "252             NO            YES  \n",
       "253             NO            YES  \n",
       "254             NO            YES  \n",
       "255             NO             NO  \n",
       "256            YES             NO  \n",
       "257             NO            YES  \n",
       "258             NO            YES  \n",
       "259            YES            YES  \n",
       "260            YES            YES  \n",
       "261            YES            YES  \n",
       "262            YES            YES  \n",
       "263            YES            YES  \n",
       "264            YES            YES  \n",
       "265            YES            YES  \n",
       "266            YES            YES  \n",
       "267            YES            YES  \n",
       "268            YES            YES  \n",
       "269            YES            YES  \n",
       "270            YES            YES  \n",
       "271            YES            YES  \n",
       "272            YES            YES  \n",
       "273            NaN            YES  \n",
       "\n",
       "[274 rows x 6 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rels['node1_inapprop'] = df_meta.merge(df_rels, left_on='label', right_on='node1')['is_inappropriate']\n",
    "df_rels['node2_inapprop'] = df_meta.merge(df_rels, left_on='label', right_on='node2')['is_inappropriate']\n",
    "df_rels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "g.vs['is_inappropriate'] = df_meta.merge(vertex_names_df, left_on='label', right_on='name')['is_inappropriate']\n",
    "g.vs['is_seed'] = df_meta.merge(vertex_names_df, left_on='label', right_on='name')['isSeed VARCHAR']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "not_seed_vertex_indices = g.vs.select(is_seed_eq='no').indices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "not_seed_vertices = g.vs[not_seed_vertex_indices]\n",
    "inappropriate_vertices = not_seed_vertices.select(is_inappropriate='YES')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get names of inappropriate vertices for output\n",
    "inappropriate_node_names = g.vs[inappropriate_vertices.indices]['name']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "closeness_scores_inappropriate = igraph.Graph.closeness(g,vertices=inappropriate_vertices)\n",
    "closeness_scores = igraph.Graph.closeness(g,)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>video_name</th>\n",
       "      <th>closeness</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
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       "      <td>0.534161</td>\n",
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       "      <th>48</th>\n",
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       "      <td>0.421569</td>\n",
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       "      <th>64</th>\n",
       "      <td>Moving Day ! Elsa and Anna toddlers are packing</td>\n",
       "      <td>0.419512</td>\n",
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       "      <th>76</th>\n",
       "      <td>Playing in ELSA s ICE Castle ! Elsa and Anna t...</td>\n",
       "      <td>0.413462</td>\n",
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       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>Elsa and Anna toddlers take swimming lessons f...</td>\n",
       "      <td>0.409524</td>\n",
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       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Disney Frozen Elsa Let it Go - In Real Life</td>\n",
       "      <td>0.405660</td>\n",
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       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>FROZEN | Let It Go from Disney s FROZEN - perf...</td>\n",
       "      <td>0.403756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Jack Marries Me ! My Sister Marries Kristoff !...</td>\n",
       "      <td>0.403756</td>\n",
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       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>Elsa and Anna toddlers slime in the pool</td>\n",
       "      <td>0.400000</td>\n",
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       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>MMD Frozen  When Girls Bite Boys - It s Not Fa...</td>\n",
       "      <td>0.398148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Disney Princess Slumber Party</td>\n",
       "      <td>0.396313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>Elsa  Anna And Olaf In The Pool Frozen</td>\n",
       "      <td>0.392694</td>\n",
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       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Mary Jane and Spider-Man In Real Life (Parkour...</td>\n",
       "      <td>0.382222</td>\n",
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       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>The Dinner</td>\n",
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       "      <th>30</th>\n",
       "      <td>THE SIMS 4 FROZEN ANNA BABY</td>\n",
       "      <td>0.377193</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>LA PETITE SIRENE LowCost (Alex Ramirès)</td>\n",
       "      <td>0.375546</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>This is Your Pregnancy in 2 Minutes | Glamour</td>\n",
       "      <td>0.369099</td>\n",
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       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Reborn Labour &amp; Delivery 🤰🏻🤱🏻👶🏻📦💕</td>\n",
       "      <td>0.361345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Girl gives birth in toilet</td>\n",
       "      <td>0.359833</td>\n",
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       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>baby factory scene</td>\n",
       "      <td>0.359833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>RECKLESS JOKER Crushes SpiderBaby Toys Under C...</td>\n",
       "      <td>0.358333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Baby Song - Mommy s Got a Baby in Her Belly - ...</td>\n",
       "      <td>0.358333</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>SHE IS MY PREGNANT PRINCESS!!</td>\n",
       "      <td>0.358333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Fruit and baby doll kitchen jelly cooking play...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Miraculous Ladybug and Chat Noir Cosplay Music...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>DIY - How To Make Jeep Wrangler Unlimited with...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>WATER PARK ! Elsa &amp; Anna toddlers empty the Po...</td>\n",
       "      <td>0.344000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>FLOATIES ! Elsa &amp; Anna toddlers - Pool Party -...</td>\n",
       "      <td>0.341270</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Back to School shopping ! Elsa and Anna toddle...</td>\n",
       "      <td>0.339921</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>JET SKI ! Elsa &amp; Anna toddlers - Big Pool - Wa...</td>\n",
       "      <td>0.337255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Elsa &amp; Anna toddlers play with Barbie the Merm...</td>\n",
       "      <td>0.335938</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Elsa and Anna swimming pool fun  water splash ...</td>\n",
       "      <td>0.335938</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Toddlers ELSA &amp; ANNA at Beach - Mystery Treasu...</td>\n",
       "      <td>0.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>Barbie Color Changing Dolls Disney The Little ...</td>\n",
       "      <td>0.332046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Elsa and Anna toddlers at the swimming pool wi...</td>\n",
       "      <td>0.332046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>Elsa and Anna Toddlers Swimming Lessons w/ Ari...</td>\n",
       "      <td>0.329502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>THANKSGIVING 2018 ! Elsa and Anna toddlers - p...</td>\n",
       "      <td>0.329502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Olaf s Adventures Playing with Gertit - Let s ...</td>\n",
       "      <td>0.329502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>Anna and Elsa Toddlers Move to a New House Par...</td>\n",
       "      <td>0.328244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>cartoon kangaroo feet tickled</td>\n",
       "      <td>0.287625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>0.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>BARBIE Vicki Swims In The Pool!!?</td>\n",
       "      <td>0.284768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Co...</td>\n",
       "      <td>0.284768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>Frozen Bathtub Fingerpaint Soap Fun with Anna ...</td>\n",
       "      <td>0.283828</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Maya The Bee - Movie 2 - First Teaser Trailer!</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>Tickle Tickle Collection | Kids Songs &amp; Funny ...</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>[YTP] Cold</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>87 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           video_name  closeness\n",
       "0                 spider man and elsa have a new baby   0.534161\n",
       "48  Christmas ! Elsa and Anna toddlers - what happ...   0.472527\n",
       "44                          The Princess of Arendelle   0.441026\n",
       "13  SNOW WHITE vs ELSA: Princess Rap Battle (Whitn...   0.427861\n",
       "31                      THE SIMS 3 FROZEN ANNA`S kids   0.427861\n",
       "40  Mi corazón es tuyo--My heart is your (jack-els...   0.425743\n",
       "23  JEDI ELSA vs SITH ELSA - Spider-Man Frozen Sta...   0.425743\n",
       "77  Water Slide ! Elsa and Anna toddlers - pool pl...   0.423645\n",
       "50  Vacation packing ! Elsa and Anna toddlers - sh...   0.421569\n",
       "64    Moving Day ! Elsa and Anna toddlers are packing   0.419512\n",
       "76  Playing in ELSA s ICE Castle ! Elsa and Anna t...   0.413462\n",
       "51  Elsa and Anna toddlers take swimming lessons f...   0.409524\n",
       "70        Disney Frozen Elsa Let it Go - In Real Life   0.405660\n",
       "61  FROZEN | Let It Go from Disney s FROZEN - perf...   0.403756\n",
       "57  Jack Marries Me ! My Sister Marries Kristoff !...   0.403756\n",
       "49           Elsa and Anna toddlers slime in the pool   0.400000\n",
       "45  MMD Frozen  When Girls Bite Boys - It s Not Fa...   0.398148\n",
       "65                      Disney Princess Slumber Party   0.396313\n",
       "54             Elsa  Anna And Olaf In The Pool Frozen   0.392694\n",
       "24  Mary Jane and Spider-Man In Real Life (Parkour...   0.382222\n",
       "53                                         The Dinner   0.377193\n",
       "30                        THE SIMS 4 FROZEN ANNA BABY   0.377193\n",
       "12            LA PETITE SIRENE LowCost (Alex Ramirès)   0.375546\n",
       "4       This is Your Pregnancy in 2 Minutes | Glamour   0.369099\n",
       "38                  Reborn Labour & Delivery 🤰🏻🤱🏻👶🏻📦💕   0.361345\n",
       "11                         Girl gives birth in toilet   0.359833\n",
       "34                                 baby factory scene   0.359833\n",
       "19  RECKLESS JOKER Crushes SpiderBaby Toys Under C...   0.358333\n",
       "33  Baby Song - Mommy s Got a Baby in Her Belly - ...   0.358333\n",
       "2                       SHE IS MY PREGNANT PRINCESS!!   0.358333\n",
       "..                                                ...        ...\n",
       "22  POWER RANGERS Vs MORTAL KOMBAT! Epic Flash Mob...   0.349593\n",
       "36  Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...   0.349593\n",
       "35  Fruit and baby doll kitchen jelly cooking play...   0.349593\n",
       "25  Miraculous Ladybug and Chat Noir Cosplay Music...   0.349593\n",
       "28  DIY - How To Make Jeep Wrangler Unlimited with...   0.349593\n",
       "67  WATER PARK ! Elsa & Anna toddlers empty the Po...   0.344000\n",
       "75  FLOATIES ! Elsa & Anna toddlers - Pool Party -...   0.341270\n",
       "79  Back to School shopping ! Elsa and Anna toddle...   0.339921\n",
       "66  JET SKI ! Elsa & Anna toddlers - Big Pool - Wa...   0.337255\n",
       "72  Elsa & Anna toddlers play with Barbie the Merm...   0.335938\n",
       "62  Elsa and Anna swimming pool fun  water splash ...   0.335938\n",
       "80  Toddlers ELSA & ANNA at Beach - Mystery Treasu...   0.333333\n",
       "81  Barbie Color Changing Dolls Disney The Little ...   0.332046\n",
       "78  Elsa and Anna toddlers at the swimming pool wi...   0.332046\n",
       "73  Elsa and Anna Toddlers Swimming Lessons w/ Ari...   0.329502\n",
       "56  THANKSGIVING 2018 ! Elsa and Anna toddlers - p...   0.329502\n",
       "63  Olaf s Adventures Playing with Gertit - Let s ...   0.329502\n",
       "69  Anna and Elsa Toddlers Move to a New House Par...   0.328244\n",
       "60                      cartoon kangaroo feet tickled   0.287625\n",
       "83                      Fred Flinstone s Feet Tickled   0.286667\n",
       "85                        Bugs Bunny s  Foot  Tickled   0.286667\n",
       "59    Teen Titans Go! | Tickle Game | Cartoon Network   0.286667\n",
       "84                  George of the Jungle tickle scene   0.285714\n",
       "74                  BARBIE Vicki Swims In The Pool!!?   0.284768\n",
       "58  Best Toys 🤣 Tickle Me Feet Game 👣 Best Toys Co...   0.284768\n",
       "71  Frozen Bathtub Fingerpaint Soap Fun with Anna ...   0.283828\n",
       "82     Maya The Bee - Movie 2 - First Teaser Trailer!   0.282895\n",
       "55  Tickle Tickle Collection | Kids Songs & Funny ...   0.282895\n",
       "68                                         [YTP] Cold   0.282895\n",
       "86                                                NaN   0.282895\n",
       "\n",
       "[87 rows x 2 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_scores = pd.DataFrame(\n",
    "    {'video_name': g.vs['name'],\n",
    "     'closeness': closeness_scores,\n",
    "    })\n",
    "all_scores.sort_values(by='closeness', ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe thead th {\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>inappropriate_video_name</th>\n",
       "      <th>closeness</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>THE SIMS 3 FROZEN ANNA`S kids</td>\n",
       "      <td>0.427861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Vacation packing ! Elsa and Anna toddlers - sh...</td>\n",
       "      <td>0.421569</td>\n",
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       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Elsa and Anna toddlers take swimming lessons f...</td>\n",
       "      <td>0.409524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Elsa and Anna toddlers slime in the pool</td>\n",
       "      <td>0.400000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>baby factory scene</td>\n",
       "      <td>0.359833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>SHE IS MY PREGNANT PRINCESS!!</td>\n",
       "      <td>0.358333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Oh Baby Baby! Romantic Date is Over! AMAZING D...</td>\n",
       "      <td>0.358333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Girl Spiderman vs. Captain America Battle - Su...</td>\n",
       "      <td>0.356846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Granny Out Drinks Football Team</td>\n",
       "      <td>0.355372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PREPARING FOR BABY S ARRIVAL!</td>\n",
       "      <td>0.353909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>سبيدر مان وفروزن 2</td>\n",
       "      <td>0.353909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>The Amazing Spider-Man Baby Dance - Official E...</td>\n",
       "      <td>0.353909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Making the SPIDER-MAN Mask! Movie Costume Replica</td>\n",
       "      <td>0.353909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Baby Boom ! My Newborn Sister - Android gamepl...</td>\n",
       "      <td>0.352459</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Spider-Man: Spider-Verse Flash Mob Prank</td>\n",
       "      <td>0.352459</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Making Off | Ensaio de JUNHO | LadyBug e Cat Noir</td>\n",
       "      <td>0.352459</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>veggies &amp; fruits I pregnancy time lapse</td>\n",
       "      <td>0.352459</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...</td>\n",
       "      <td>0.349593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Elsa and Anna swimming pool fun  water splash ...</td>\n",
       "      <td>0.335938</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Elsa and Anna toddlers at the swimming pool wi...</td>\n",
       "      <td>0.332046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Barbie Color Changing Dolls Disney The Little ...</td>\n",
       "      <td>0.332046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Teen Titans Go! | Tickle Game | Cartoon Network</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Fred Flinstone s Feet Tickled</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Bugs Bunny s  Foot  Tickled</td>\n",
       "      <td>0.286667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>George of the Jungle tickle scene</td>\n",
       "      <td>0.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Tickle Tickle Collection | Kids Songs &amp; Funny ...</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Maya The Bee - Movie 2 - First Teaser Trailer!</td>\n",
       "      <td>0.282895</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                             inappropriate_video_name  closeness\n",
       "10                      THE SIMS 3 FROZEN ANNA`S kids   0.427861\n",
       "16  Vacation packing ! Elsa and Anna toddlers - sh...   0.421569\n",
       "17  Elsa and Anna toddlers take swimming lessons f...   0.409524\n",
       "15           Elsa and Anna toddlers slime in the pool   0.400000\n",
       "11                                 baby factory scene   0.359833\n",
       "0                       SHE IS MY PREGNANT PRINCESS!!   0.358333\n",
       "1   Oh Baby Baby! Romantic Date is Over! AMAZING D...   0.358333\n",
       "5   Girl Spiderman vs. Captain America Battle - Su...   0.356846\n",
       "14                    Granny Out Drinks Football Team   0.355372\n",
       "3                       PREPARING FOR BABY S ARRIVAL!   0.353909\n",
       "6                                  سبيدر مان وفروزن 2   0.353909\n",
       "7   The Amazing Spider-Man Baby Dance - Official E...   0.353909\n",
       "8   Making the SPIDER-MAN Mask! Movie Costume Replica   0.353909\n",
       "13  Baby Boom ! My Newborn Sister - Android gamepl...   0.352459\n",
       "9            Spider-Man: Spider-Verse Flash Mob Prank   0.352459\n",
       "4   Making Off | Ensaio de JUNHO | LadyBug e Cat Noir   0.352459\n",
       "2             veggies & fruits I pregnancy time lapse   0.352459\n",
       "12  Lahirnya Anwar dan Rohaya - Highlight Kecil Ke...   0.349593\n",
       "20  Elsa and Anna swimming pool fun  water splash ...   0.335938\n",
       "21  Elsa and Anna toddlers at the swimming pool wi...   0.332046\n",
       "22  Barbie Color Changing Dolls Disney The Little ...   0.332046\n",
       "19    Teen Titans Go! | Tickle Game | Cartoon Network   0.286667\n",
       "24                      Fred Flinstone s Feet Tickled   0.286667\n",
       "26                        Bugs Bunny s  Foot  Tickled   0.286667\n",
       "25                  George of the Jungle tickle scene   0.285714\n",
       "18  Tickle Tickle Collection | Kids Songs & Funny ...   0.282895\n",
       "23     Maya The Bee - Movie 2 - First Teaser Trailer!   0.282895"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "inappropriate_scores = pd.DataFrame(\n",
    "    {'inappropriate_video_name': inappropriate_node_names,\n",
    "     'closeness': closeness_scores_inappropriate,\n",
    "    })\n",
    "inappropriate_scores.sort_values(by='closeness', ascending=False)"
   ]
  }
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