Untitled1.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dato = pd.read_csv(\"https://cdn3-img.pornrabbit.com/full_db_dump/export_160x120_pornrabbit.com_milf.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>id</th>\n",
       "      <th>title</th>\n",
       "      <th>date_added</th>\n",
       "      <th>url</th>\n",
       "      <th>duration</th>\n",
       "      <th>username</th>\n",
       "      <th>tags</th>\n",
       "      <th>categories</th>\n",
       "      <th>thumbs</th>\n",
       "      <th>embed</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>39784672</td>\n",
       "      <td>angry Mom and Son Creampie</td>\n",
       "      <td>2019-08-10 15:28:01.861181</td>\n",
       "      <td>http://www.pornrabbit.com/video/39784672/angry...</td>\n",
       "      <td>653.0</td>\n",
       "      <td>serella</td>\n",
       "      <td>cumshot;bigass;hardcore;mature;milf;oldyoung;m...</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>39764845</td>\n",
       "      <td>Sexy milf fucked hard in the kitchen by horny boy</td>\n",
       "      <td>2019-08-01 19:22:26.702823</td>\n",
       "      <td>http://www.pornrabbit.com/video/39764845/sexy-...</td>\n",
       "      <td>461.0</td>\n",
       "      <td>fokozizit</td>\n",
       "      <td>blowjob;mature;milf;fucking;kitchen;doggystyle...</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>39742389</td>\n",
       "      <td>Hot brunette MILF get poundrd hard and creampi...</td>\n",
       "      <td>2019-07-24 22:22:50.986338</td>\n",
       "      <td>http://www.pornrabbit.com/video/39742389/hot-b...</td>\n",
       "      <td>1042.0</td>\n",
       "      <td>samsy556</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>39736156</td>\n",
       "      <td>Cuckold Husband Cleans Up After BBC Fucking H...</td>\n",
       "      <td>2019-07-22 21:36:02.271791</td>\n",
       "      <td>http://www.pornrabbit.com/video/39736156/cucko...</td>\n",
       "      <td>1031.0</td>\n",
       "      <td>JanetteVidrid</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>39693135</td>\n",
       "      <td>Teen girl getting her pussy licked by milf st...</td>\n",
       "      <td>2019-07-07 19:07:47.333128</td>\n",
       "      <td>http://www.pornrabbit.com/video/39693135/teen-...</td>\n",
       "      <td>599.0</td>\n",
       "      <td>ridgeelizabeth23</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>39684711</td>\n",
       "      <td>Girlfriend ignores him but he fucks her mom</td>\n",
       "      <td>2019-07-04 19:42:36.005141</td>\n",
       "      <td>http://www.pornrabbit.com/video/39684711/girlf...</td>\n",
       "      <td>428.0</td>\n",
       "      <td>sharonking780</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>39675715</td>\n",
       "      <td>Busty milf getting fingered by her new roommate</td>\n",
       "      <td>2019-07-02 13:49:40.663960</td>\n",
       "      <td>http://www.pornrabbit.com/video/39675715/busty...</td>\n",
       "      <td>254.0</td>\n",
       "      <td>rosemarydowning</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>39650491</td>\n",
       "      <td>Milf helps her stepson to get rid of his erection</td>\n",
       "      <td>2019-06-22 18:42:36.908431</td>\n",
       "      <td>http://www.pornrabbit.com/video/39650491/milf-...</td>\n",
       "      <td>317.0</td>\n",
       "      <td>staceylane398</td>\n",
       "      <td>bigtits;bigass;mature;milf</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>39645339</td>\n",
       "      <td>Busty milf fucked real hard</td>\n",
       "      <td>2019-08-19 13:29:24.051402</td>\n",
       "      <td>http://www.pornrabbit.com/video/39645339/busty...</td>\n",
       "      <td>833.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>cumshot;milf;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>39637394</td>\n",
       "      <td>pretty milf gets masturbated on kitchen webcam...</td>\n",
       "      <td>2019-06-18 15:37:37.751057</td>\n",
       "      <td>http://www.pornrabbit.com/video/39637394/prett...</td>\n",
       "      <td>605.0</td>\n",
       "      <td>jonasLun</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>39614501</td>\n",
       "      <td>asian milf housewife cheating with doctor - vi...</td>\n",
       "      <td>2019-06-09 00:40:02.462425</td>\n",
       "      <td>http://www.pornrabbit.com/video/39614501/asian...</td>\n",
       "      <td>836.0</td>\n",
       "      <td>jonasFox</td>\n",
       "      <td>anal;milf;asian</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>39600513</td>\n",
       "      <td>blonde mom  blow a huge dick and gets anal sex...</td>\n",
       "      <td>2019-06-03 21:30:24.436907</td>\n",
       "      <td>http://www.pornrabbit.com/video/39600513/blond...</td>\n",
       "      <td>496.0</td>\n",
       "      <td>jonasFox</td>\n",
       "      <td>anal;blowjob;milf;mom</td>\n",
       "      <td>MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>39588643</td>\n",
       "      <td>Hot milf fucks and gets cum on her beautiful face</td>\n",
       "      <td>2019-08-19 13:16:51.262180</td>\n",
       "      <td>http://www.pornrabbit.com/video/39588643/hot-m...</td>\n",
       "      <td>849.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;facial;milf;curvy;housewife;beautiful;n...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>39588639</td>\n",
       "      <td>Incredibly beautiful Latina fucked and facialized</td>\n",
       "      <td>2019-08-19 13:28:18.758167</td>\n",
       "      <td>http://www.pornrabbit.com/video/39588639/incre...</td>\n",
       "      <td>835.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>babe;facial;hardcore;latina;housewife;hairy;be...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>39588632</td>\n",
       "      <td>Stunning milf Kendra Lust screwed and facialized</td>\n",
       "      <td>2019-08-19 13:18:31.592916</td>\n",
       "      <td>http://www.pornrabbit.com/video/39588632/stunn...</td>\n",
       "      <td>852.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>facial;milf;pornstar;beautiful;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>39588626</td>\n",
       "      <td>Brunette with fantastic curves gets her boned ...</td>\n",
       "      <td>2019-08-19 13:04:23.526161</td>\n",
       "      <td>http://www.pornrabbit.com/video/39588626/brune...</td>\n",
       "      <td>851.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>babe;brunette;milf;curvy;voluptuous;beautiful;...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>39586036</td>\n",
       "      <td>Meaty blonde cougar screws and gets a facial</td>\n",
       "      <td>2019-08-19 13:11:00.054152</td>\n",
       "      <td>http://www.pornrabbit.com/video/39586036/meaty...</td>\n",
       "      <td>813.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;facial;milf;curvy;cougar;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>39586031</td>\n",
       "      <td>Slutty milf gets cum on tits after hardcore sex</td>\n",
       "      <td>2019-08-19 13:19:01.686148</td>\n",
       "      <td>http://www.pornrabbit.com/video/39586031/slutt...</td>\n",
       "      <td>811.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>cumshot;tattoo;piercing;milf;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>39586021</td>\n",
       "      <td>Bootylicious blonde cougar fucked and jizzed</td>\n",
       "      <td>2019-08-19 13:25:03.066141</td>\n",
       "      <td>http://www.pornrabbit.com/video/39586021/booty...</td>\n",
       "      <td>805.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;cumshot;booty;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>39586015</td>\n",
       "      <td>Big-titted mature bimbo gets her pussy drilled</td>\n",
       "      <td>2019-08-19 13:27:28.574164</td>\n",
       "      <td>http://www.pornrabbit.com/video/39586015/big-t...</td>\n",
       "      <td>824.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;hardcore;mature;milf;cougar;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>39583095</td>\n",
       "      <td>Alluring housewife gets cum on big tits after sex</td>\n",
       "      <td>2019-08-19 13:28:23.782163</td>\n",
       "      <td>http://www.pornrabbit.com/video/39583095/allur...</td>\n",
       "      <td>852.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>brunette;cumshot;housewife;kitchen;beautiful;n...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>39583070</td>\n",
       "      <td>Voluptuous cougar ends with spunk on her big tits</td>\n",
       "      <td>2019-08-19 13:25:13.098161</td>\n",
       "      <td>http://www.pornrabbit.com/video/39583070/volup...</td>\n",
       "      <td>854.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>cumshot;milf;curvy;cougar;voluptuous;beautiful...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>39583061</td>\n",
       "      <td>Black milf fucked and facialized by a white dude</td>\n",
       "      <td>2019-08-19 13:14:20.754231</td>\n",
       "      <td>http://www.pornrabbit.com/video/39583061/black...</td>\n",
       "      <td>850.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>facial;interracial;black;ebony;milf;curvy;naug...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>39583048</td>\n",
       "      <td>Blonde goddess rides cock and gets a facial</td>\n",
       "      <td>2019-08-19 13:27:03.490765</td>\n",
       "      <td>http://www.pornrabbit.com/video/39583048/blond...</td>\n",
       "      <td>850.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;facial;hardcore;milf;housewife;cougar;b...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>39583042</td>\n",
       "      <td>Meaty blonde cougar gets her cunt ravished</td>\n",
       "      <td>2019-08-19 13:02:58.206179</td>\n",
       "      <td>http://www.pornrabbit.com/video/39583042/meaty...</td>\n",
       "      <td>851.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;cumshot;hardcore;milf;housewife;cougar;...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>39580352</td>\n",
       "      <td>Busty pornstar fucked and covered in spunk</td>\n",
       "      <td>2019-08-19 13:21:17.222158</td>\n",
       "      <td>http://www.pornrabbit.com/video/39580352/busty...</td>\n",
       "      <td>843.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>facial;hardcore;pornstar;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>39580345</td>\n",
       "      <td>Hot red-haired housewife worshiping a hard cock</td>\n",
       "      <td>2019-08-19 13:10:04.894164</td>\n",
       "      <td>http://www.pornrabbit.com/video/39580345/hot-r...</td>\n",
       "      <td>842.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>cumshot;hardcore;redhead;milf;housewife;naught...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>39580339</td>\n",
       "      <td>Beautiful brunette housewife fucked and facial...</td>\n",
       "      <td>2019-08-19 13:18:26.574220</td>\n",
       "      <td>http://www.pornrabbit.com/video/39580339/beaut...</td>\n",
       "      <td>835.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>brunette;facial;milf;curvy;beautiful;naughtyam...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>39580332</td>\n",
       "      <td>Milf gets her cunt ravished and her face jizzed</td>\n",
       "      <td>2019-08-19 13:20:32.090176</td>\n",
       "      <td>http://www.pornrabbit.com/video/39580332/milf-...</td>\n",
       "      <td>851.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>blonde;facial;hardcore;milf;housewife;cougar;b...</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>39580323</td>\n",
       "      <td>Hot housewife gets screws and receives facial</td>\n",
       "      <td>2019-08-19 13:07:54.258213</td>\n",
       "      <td>http://www.pornrabbit.com/video/39580323/hot-h...</td>\n",
       "      <td>854.0</td>\n",
       "      <td>naughtyamerica</td>\n",
       "      <td>brunette;facial;hardcore;housewife;naughtyamerica</td>\n",
       "      <td>MILFs;source2</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7146</th>\n",
       "      <td>19453320</td>\n",
       "      <td>wife banging a younger guy at home</td>\n",
       "      <td>2008-08-24 13:15:42</td>\n",
       "      <td>http://www.pornrabbit.com/video/19453320/wife-...</td>\n",
       "      <td>772.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>anal;cumshot;blowjob;hardcore;milf</td>\n",
       "      <td>Anal;Hardcore;MILFs;Blowjob;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7147</th>\n",
       "      <td>19623258</td>\n",
       "      <td>hot mom gets dog style fucked</td>\n",
       "      <td>2008-08-24 08:32:39</td>\n",
       "      <td>http://www.pornrabbit.com/video/19623258/hot-m...</td>\n",
       "      <td>1474.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>blowjob;hardcore;milf;bj</td>\n",
       "      <td>Hardcore;MILFs;Blowjob</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7148</th>\n",
       "      <td>19622236</td>\n",
       "      <td>busty mom takes cock in pussy and ass</td>\n",
       "      <td>2008-08-24 06:54:53</td>\n",
       "      <td>http://www.pornrabbit.com/video/19622236/busty...</td>\n",
       "      <td>2027.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>bigtits;brunette;anal;blowjob;hardcore;milf</td>\n",
       "      <td>Big Tits;Anal;Hardcore;MILFs;Blowjob;Brunette</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7149</th>\n",
       "      <td>19143689</td>\n",
       "      <td>lovely wife gets her wet pussy fucked</td>\n",
       "      <td>2008-08-24 02:43:32</td>\n",
       "      <td>http://www.pornrabbit.com/video/19143689/lovel...</td>\n",
       "      <td>1183.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Hardcore;Amateur;MILFs;Blowjob;Blonde;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7150</th>\n",
       "      <td>19620621</td>\n",
       "      <td>amateur wife gets pussy and ass poked</td>\n",
       "      <td>2008-08-23 08:23:06</td>\n",
       "      <td>http://www.pornrabbit.com/video/19620621/amate...</td>\n",
       "      <td>1420.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Anal;Hardcore;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7151</th>\n",
       "      <td>19786917</td>\n",
       "      <td>wife posing naked in their new house</td>\n",
       "      <td>2008-08-23 01:13:56</td>\n",
       "      <td>http://www.pornrabbit.com/video/19786917/wife-...</td>\n",
       "      <td>390.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>brunette;amateur;milf;striptease</td>\n",
       "      <td>Amateur;MILFs;Brunette;Strip Tease</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7152</th>\n",
       "      <td>19167473</td>\n",
       "      <td>milf gets fucked and creampied by black cock</td>\n",
       "      <td>2008-08-22 05:34:36</td>\n",
       "      <td>http://www.pornrabbit.com/video/19167473/milf-...</td>\n",
       "      <td>1489.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Interracial;Hardcore;Creampie;MILFs;Blowjob;Br...</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7153</th>\n",
       "      <td>19621163</td>\n",
       "      <td>amateur wife fucking another man</td>\n",
       "      <td>2016-07-17 20:01:20.220615</td>\n",
       "      <td>http://www.pornrabbit.com/video/19621163/amate...</td>\n",
       "      <td>1264.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Hardcore;Amateur;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7154</th>\n",
       "      <td>20317429</td>\n",
       "      <td>wifey enjoying a stiff younger cock</td>\n",
       "      <td>2008-08-22 00:11:17</td>\n",
       "      <td>http://www.pornrabbit.com/video/20317429/wifey...</td>\n",
       "      <td>856.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Hardcore;Handjob;MILFs;Blowjob;Big Dick</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7155</th>\n",
       "      <td>19693407</td>\n",
       "      <td>sexy lesbian moms dildo fucking each other</td>\n",
       "      <td>2016-06-18 08:05:18.807805</td>\n",
       "      <td>http://www.pornrabbit.com/video/19693407/sexy-...</td>\n",
       "      <td>1424.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>masturbation;milf;insertions;lesbians;sextoys</td>\n",
       "      <td>Lesbian;Masturbation;Insertions;Sex Toys;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7156</th>\n",
       "      <td>19771644</td>\n",
       "      <td>girl sucks and fucks a dude in bathroom</td>\n",
       "      <td>2016-07-10 14:01:19.780221</td>\n",
       "      <td>http://www.pornrabbit.com/video/19771644/girl-...</td>\n",
       "      <td>1301.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>brunette;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Brunette;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7157</th>\n",
       "      <td>19895195</td>\n",
       "      <td>great ass milf sitting on cock like a frog</td>\n",
       "      <td>2016-07-14 02:05:19.954855</td>\n",
       "      <td>http://www.pornrabbit.com/video/19895195/great...</td>\n",
       "      <td>1002.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Hardcore;MILFs;Ass</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7158</th>\n",
       "      <td>19772324</td>\n",
       "      <td>gorgeous wife gets pussy eaten and pounded</td>\n",
       "      <td>2008-08-15 02:30:09</td>\n",
       "      <td>http://www.pornrabbit.com/video/19772324/gorge...</td>\n",
       "      <td>961.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>blonde;shaved;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Blonde</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7159</th>\n",
       "      <td>19619612</td>\n",
       "      <td>milf gets pussy abused and fucked</td>\n",
       "      <td>2008-08-14 09:49:03</td>\n",
       "      <td>http://www.pornrabbit.com/video/19619612/milf-...</td>\n",
       "      <td>1602.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>cumshot;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7160</th>\n",
       "      <td>19261483</td>\n",
       "      <td>big breasted wife doggy style fucked</td>\n",
       "      <td>2016-07-17 20:05:20.220615</td>\n",
       "      <td>http://www.pornrabbit.com/video/19261483/big-b...</td>\n",
       "      <td>1175.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>blonde;bigtits;blowjob;hardcore;milf;cumontits</td>\n",
       "      <td>Big Tits;Hardcore;MILFs;Blowjob;Blonde;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7161</th>\n",
       "      <td>19618978</td>\n",
       "      <td>amateur mom fingering her shaved pussy</td>\n",
       "      <td>2008-08-13 23:20:58</td>\n",
       "      <td>http://www.pornrabbit.com/video/19618978/amate...</td>\n",
       "      <td>899.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>masturbation;brunette;solo;milf</td>\n",
       "      <td>Masturbation;MILFs;Brunette;solo</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7162</th>\n",
       "      <td>19623030</td>\n",
       "      <td>blindfolded wife gets fucked from behind</td>\n",
       "      <td>2008-08-13 19:31:06</td>\n",
       "      <td>http://www.pornrabbit.com/video/19623030/blind...</td>\n",
       "      <td>1472.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>brunette;cumshot;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Brunette;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7163</th>\n",
       "      <td>19621706</td>\n",
       "      <td>big ass wife gets fucked after sucking her hubby</td>\n",
       "      <td>2008-08-13 18:57:19</td>\n",
       "      <td>http://www.pornrabbit.com/video/19621706/big-a...</td>\n",
       "      <td>2315.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7164</th>\n",
       "      <td>19618204</td>\n",
       "      <td>horny wife gets fucked by long cock</td>\n",
       "      <td>2008-08-12 20:09:13</td>\n",
       "      <td>http://www.pornrabbit.com/video/19618204/horny...</td>\n",
       "      <td>1252.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>brunette;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Brunette</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7165</th>\n",
       "      <td>19620027</td>\n",
       "      <td>big titted wife fucked in her wet pussy</td>\n",
       "      <td>2016-07-07 19:58:19.699643</td>\n",
       "      <td>http://www.pornrabbit.com/video/19620027/big-t...</td>\n",
       "      <td>2838.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Big Tits;Hardcore;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7166</th>\n",
       "      <td>19810899</td>\n",
       "      <td>hot wife gets double penetrated by cock</td>\n",
       "      <td>2008-08-12 05:44:49</td>\n",
       "      <td>http://www.pornrabbit.com/video/19810899/hot-w...</td>\n",
       "      <td>1508.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>threesome;brunette;anal;cumshot;hardcore;bigdi...</td>\n",
       "      <td>Anal;Hardcore;Double Penetration;MILFs;Threeso...</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7167</th>\n",
       "      <td>20308363</td>\n",
       "      <td>milf gets all holes fucked and abused</td>\n",
       "      <td>2008-08-12 04:22:45</td>\n",
       "      <td>http://www.pornrabbit.com/video/20308363/milf-...</td>\n",
       "      <td>2379.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>anal;blowjob;hardcore;milf</td>\n",
       "      <td>Anal;Hardcore;MILFs;Blowjob</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7168</th>\n",
       "      <td>19620806</td>\n",
       "      <td>mature lesbian dildo fucking each other</td>\n",
       "      <td>2008-08-11 23:11:40</td>\n",
       "      <td>http://www.pornrabbit.com/video/19620806/matur...</td>\n",
       "      <td>1637.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Lesbian;Hardcore;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7169</th>\n",
       "      <td>19896574</td>\n",
       "      <td>hot wife banging two hard cocks</td>\n",
       "      <td>2008-08-11 22:28:22</td>\n",
       "      <td>http://www.pornrabbit.com/video/19896574/hot-w...</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>threesome;bigtits;brunette;anal;hardcore;blowj...</td>\n",
       "      <td>Big Tits;Anal;Hardcore;Double Penetration;MILF...</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7170</th>\n",
       "      <td>20317452</td>\n",
       "      <td>wife riding her hubands cock in the kitchen</td>\n",
       "      <td>2008-08-11 15:47:14</td>\n",
       "      <td>http://www.pornrabbit.com/video/20317452/wife-...</td>\n",
       "      <td>1296.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>bigboobs;anal;hardcore;milf</td>\n",
       "      <td>Interracial;Big Tits;Anal;Hardcore;MILFs;Blowj...</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7171</th>\n",
       "      <td>20308515</td>\n",
       "      <td>two milfs kissing and licking pussies</td>\n",
       "      <td>2008-08-11 15:38:39</td>\n",
       "      <td>http://www.pornrabbit.com/video/20308515/two-m...</td>\n",
       "      <td>2187.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>blonde;brunette;milf;lesbians;pussylicking</td>\n",
       "      <td>Lesbian;Hardcore;MILFs;Blonde;Brunette</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7172</th>\n",
       "      <td>20317045</td>\n",
       "      <td>wife with big clitty pumping hard cock</td>\n",
       "      <td>2008-08-09 04:39:23</td>\n",
       "      <td>http://www.pornrabbit.com/video/20317045/wife-...</td>\n",
       "      <td>587.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>sextoy;sextoys</td>\n",
       "      <td>Hardcore;Masturbation;Sex Toys;MILFs;Blowjob;B...</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7173</th>\n",
       "      <td>20320047</td>\n",
       "      <td>milf with tanlines gets fucked hard</td>\n",
       "      <td>2008-08-09 01:18:56</td>\n",
       "      <td>http://www.pornrabbit.com/video/20320047/milf-...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>milf</td>\n",
       "      <td>Big Tits;Hardcore;MILFs</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7174</th>\n",
       "      <td>19619676</td>\n",
       "      <td>horny wife having fun with the stud service</td>\n",
       "      <td>2008-08-08 17:37:50</td>\n",
       "      <td>http://www.pornrabbit.com/video/19619676/horny...</td>\n",
       "      <td>1254.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>blonde;cumshot;blowjob;hardcore;milf</td>\n",
       "      <td>Hardcore;MILFs;Blowjob;Blonde;Cumshot</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7175</th>\n",
       "      <td>19972351</td>\n",
       "      <td>beautiful woman nailed by big dick</td>\n",
       "      <td>2008-08-08 09:53:02</td>\n",
       "      <td>http://www.pornrabbit.com/video/19972351/beaut...</td>\n",
       "      <td>1457.0</td>\n",
       "      <td>thepornmaster</td>\n",
       "      <td>bigtits;blowjob;hardcore;milf</td>\n",
       "      <td>Big Tits;Hardcore;MILFs;Blowjob</td>\n",
       "      <td>http://cdn2.media.atlasfiles.com/fanout/thumbs...</td>\n",
       "      <td>&lt;iframe src=\"http://www.pornrabbit.com/embed/1...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7176 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            id                                              title  \\\n",
       "0     39784672                         angry Mom and Son Creampie   \n",
       "1     39764845  Sexy milf fucked hard in the kitchen by horny boy   \n",
       "2     39742389  Hot brunette MILF get poundrd hard and creampi...   \n",
       "3     39736156   Cuckold Husband Cleans Up After BBC Fucking H...   \n",
       "4     39693135   Teen girl getting her pussy licked by milf st...   \n",
       "5     39684711        Girlfriend ignores him but he fucks her mom   \n",
       "6     39675715    Busty milf getting fingered by her new roommate   \n",
       "7     39650491  Milf helps her stepson to get rid of his erection   \n",
       "8     39645339                        Busty milf fucked real hard   \n",
       "9     39637394  pretty milf gets masturbated on kitchen webcam...   \n",
       "10    39614501  asian milf housewife cheating with doctor - vi...   \n",
       "11    39600513  blonde mom  blow a huge dick and gets anal sex...   \n",
       "12    39588643  Hot milf fucks and gets cum on her beautiful face   \n",
       "13    39588639  Incredibly beautiful Latina fucked and facialized   \n",
       "14    39588632   Stunning milf Kendra Lust screwed and facialized   \n",
       "15    39588626  Brunette with fantastic curves gets her boned ...   \n",
       "16    39586036       Meaty blonde cougar screws and gets a facial   \n",
       "17    39586031    Slutty milf gets cum on tits after hardcore sex   \n",
       "18    39586021       Bootylicious blonde cougar fucked and jizzed   \n",
       "19    39586015     Big-titted mature bimbo gets her pussy drilled   \n",
       "20    39583095  Alluring housewife gets cum on big tits after sex   \n",
       "21    39583070  Voluptuous cougar ends with spunk on her big tits   \n",
       "22    39583061   Black milf fucked and facialized by a white dude   \n",
       "23    39583048        Blonde goddess rides cock and gets a facial   \n",
       "24    39583042         Meaty blonde cougar gets her cunt ravished   \n",
       "25    39580352         Busty pornstar fucked and covered in spunk   \n",
       "26    39580345    Hot red-haired housewife worshiping a hard cock   \n",
       "27    39580339  Beautiful brunette housewife fucked and facial...   \n",
       "28    39580332    Milf gets her cunt ravished and her face jizzed   \n",
       "29    39580323      Hot housewife gets screws and receives facial   \n",
       "...        ...                                                ...   \n",
       "7146  19453320                 wife banging a younger guy at home   \n",
       "7147  19623258                      hot mom gets dog style fucked   \n",
       "7148  19622236              busty mom takes cock in pussy and ass   \n",
       "7149  19143689              lovely wife gets her wet pussy fucked   \n",
       "7150  19620621              amateur wife gets pussy and ass poked   \n",
       "7151  19786917               wife posing naked in their new house   \n",
       "7152  19167473       milf gets fucked and creampied by black cock   \n",
       "7153  19621163                   amateur wife fucking another man   \n",
       "7154  20317429                wifey enjoying a stiff younger cock   \n",
       "7155  19693407         sexy lesbian moms dildo fucking each other   \n",
       "7156  19771644            girl sucks and fucks a dude in bathroom   \n",
       "7157  19895195         great ass milf sitting on cock like a frog   \n",
       "7158  19772324         gorgeous wife gets pussy eaten and pounded   \n",
       "7159  19619612                  milf gets pussy abused and fucked   \n",
       "7160  19261483               big breasted wife doggy style fucked   \n",
       "7161  19618978             amateur mom fingering her shaved pussy   \n",
       "7162  19623030           blindfolded wife gets fucked from behind   \n",
       "7163  19621706   big ass wife gets fucked after sucking her hubby   \n",
       "7164  19618204                horny wife gets fucked by long cock   \n",
       "7165  19620027            big titted wife fucked in her wet pussy   \n",
       "7166  19810899            hot wife gets double penetrated by cock   \n",
       "7167  20308363              milf gets all holes fucked and abused   \n",
       "7168  19620806            mature lesbian dildo fucking each other   \n",
       "7169  19896574                    hot wife banging two hard cocks   \n",
       "7170  20317452        wife riding her hubands cock in the kitchen   \n",
       "7171  20308515              two milfs kissing and licking pussies   \n",
       "7172  20317045             wife with big clitty pumping hard cock   \n",
       "7173  20320047                milf with tanlines gets fucked hard   \n",
       "7174  19619676        horny wife having fun with the stud service   \n",
       "7175  19972351                 beautiful woman nailed by big dick   \n",
       "\n",
       "                      date_added  \\\n",
       "0     2019-08-10 15:28:01.861181   \n",
       "1     2019-08-01 19:22:26.702823   \n",
       "2     2019-07-24 22:22:50.986338   \n",
       "3     2019-07-22 21:36:02.271791   \n",
       "4     2019-07-07 19:07:47.333128   \n",
       "5     2019-07-04 19:42:36.005141   \n",
       "6     2019-07-02 13:49:40.663960   \n",
       "7     2019-06-22 18:42:36.908431   \n",
       "8     2019-08-19 13:29:24.051402   \n",
       "9     2019-06-18 15:37:37.751057   \n",
       "10    2019-06-09 00:40:02.462425   \n",
       "11    2019-06-03 21:30:24.436907   \n",
       "12    2019-08-19 13:16:51.262180   \n",
       "13    2019-08-19 13:28:18.758167   \n",
       "14    2019-08-19 13:18:31.592916   \n",
       "15    2019-08-19 13:04:23.526161   \n",
       "16    2019-08-19 13:11:00.054152   \n",
       "17    2019-08-19 13:19:01.686148   \n",
       "18    2019-08-19 13:25:03.066141   \n",
       "19    2019-08-19 13:27:28.574164   \n",
       "20    2019-08-19 13:28:23.782163   \n",
       "21    2019-08-19 13:25:13.098161   \n",
       "22    2019-08-19 13:14:20.754231   \n",
       "23    2019-08-19 13:27:03.490765   \n",
       "24    2019-08-19 13:02:58.206179   \n",
       "25    2019-08-19 13:21:17.222158   \n",
       "26    2019-08-19 13:10:04.894164   \n",
       "27    2019-08-19 13:18:26.574220   \n",
       "28    2019-08-19 13:20:32.090176   \n",
       "29    2019-08-19 13:07:54.258213   \n",
       "...                          ...   \n",
       "7146         2008-08-24 13:15:42   \n",
       "7147         2008-08-24 08:32:39   \n",
       "7148         2008-08-24 06:54:53   \n",
       "7149         2008-08-24 02:43:32   \n",
       "7150         2008-08-23 08:23:06   \n",
       "7151         2008-08-23 01:13:56   \n",
       "7152         2008-08-22 05:34:36   \n",
       "7153  2016-07-17 20:01:20.220615   \n",
       "7154         2008-08-22 00:11:17   \n",
       "7155  2016-06-18 08:05:18.807805   \n",
       "7156  2016-07-10 14:01:19.780221   \n",
       "7157  2016-07-14 02:05:19.954855   \n",
       "7158         2008-08-15 02:30:09   \n",
       "7159         2008-08-14 09:49:03   \n",
       "7160  2016-07-17 20:05:20.220615   \n",
       "7161         2008-08-13 23:20:58   \n",
       "7162         2008-08-13 19:31:06   \n",
       "7163         2008-08-13 18:57:19   \n",
       "7164         2008-08-12 20:09:13   \n",
       "7165  2016-07-07 19:58:19.699643   \n",
       "7166         2008-08-12 05:44:49   \n",
       "7167         2008-08-12 04:22:45   \n",
       "7168         2008-08-11 23:11:40   \n",
       "7169         2008-08-11 22:28:22   \n",
       "7170         2008-08-11 15:47:14   \n",
       "7171         2008-08-11 15:38:39   \n",
       "7172         2008-08-09 04:39:23   \n",
       "7173         2008-08-09 01:18:56   \n",
       "7174         2008-08-08 17:37:50   \n",
       "7175         2008-08-08 09:53:02   \n",
       "\n",
       "                                                    url  duration  \\\n",
       "0     http://www.pornrabbit.com/video/39784672/angry...     653.0   \n",
       "1     http://www.pornrabbit.com/video/39764845/sexy-...     461.0   \n",
       "2     http://www.pornrabbit.com/video/39742389/hot-b...    1042.0   \n",
       "3     http://www.pornrabbit.com/video/39736156/cucko...    1031.0   \n",
       "4     http://www.pornrabbit.com/video/39693135/teen-...     599.0   \n",
       "5     http://www.pornrabbit.com/video/39684711/girlf...     428.0   \n",
       "6     http://www.pornrabbit.com/video/39675715/busty...     254.0   \n",
       "7     http://www.pornrabbit.com/video/39650491/milf-...     317.0   \n",
       "8     http://www.pornrabbit.com/video/39645339/busty...     833.0   \n",
       "9     http://www.pornrabbit.com/video/39637394/prett...     605.0   \n",
       "10    http://www.pornrabbit.com/video/39614501/asian...     836.0   \n",
       "11    http://www.pornrabbit.com/video/39600513/blond...     496.0   \n",
       "12    http://www.pornrabbit.com/video/39588643/hot-m...     849.0   \n",
       "13    http://www.pornrabbit.com/video/39588639/incre...     835.0   \n",
       "14    http://www.pornrabbit.com/video/39588632/stunn...     852.0   \n",
       "15    http://www.pornrabbit.com/video/39588626/brune...     851.0   \n",
       "16    http://www.pornrabbit.com/video/39586036/meaty...     813.0   \n",
       "17    http://www.pornrabbit.com/video/39586031/slutt...     811.0   \n",
       "18    http://www.pornrabbit.com/video/39586021/booty...     805.0   \n",
       "19    http://www.pornrabbit.com/video/39586015/big-t...     824.0   \n",
       "20    http://www.pornrabbit.com/video/39583095/allur...     852.0   \n",
       "21    http://www.pornrabbit.com/video/39583070/volup...     854.0   \n",
       "22    http://www.pornrabbit.com/video/39583061/black...     850.0   \n",
       "23    http://www.pornrabbit.com/video/39583048/blond...     850.0   \n",
       "24    http://www.pornrabbit.com/video/39583042/meaty...     851.0   \n",
       "25    http://www.pornrabbit.com/video/39580352/busty...     843.0   \n",
       "26    http://www.pornrabbit.com/video/39580345/hot-r...     842.0   \n",
       "27    http://www.pornrabbit.com/video/39580339/beaut...     835.0   \n",
       "28    http://www.pornrabbit.com/video/39580332/milf-...     851.0   \n",
       "29    http://www.pornrabbit.com/video/39580323/hot-h...     854.0   \n",
       "...                                                 ...       ...   \n",
       "7146  http://www.pornrabbit.com/video/19453320/wife-...     772.0   \n",
       "7147  http://www.pornrabbit.com/video/19623258/hot-m...    1474.0   \n",
       "7148  http://www.pornrabbit.com/video/19622236/busty...    2027.0   \n",
       "7149  http://www.pornrabbit.com/video/19143689/lovel...    1183.0   \n",
       "7150  http://www.pornrabbit.com/video/19620621/amate...    1420.0   \n",
       "7151  http://www.pornrabbit.com/video/19786917/wife-...     390.0   \n",
       "7152  http://www.pornrabbit.com/video/19167473/milf-...    1489.0   \n",
       "7153  http://www.pornrabbit.com/video/19621163/amate...    1264.0   \n",
       "7154  http://www.pornrabbit.com/video/20317429/wifey...     856.0   \n",
       "7155  http://www.pornrabbit.com/video/19693407/sexy-...    1424.0   \n",
       "7156  http://www.pornrabbit.com/video/19771644/girl-...    1301.0   \n",
       "7157  http://www.pornrabbit.com/video/19895195/great...    1002.0   \n",
       "7158  http://www.pornrabbit.com/video/19772324/gorge...     961.0   \n",
       "7159  http://www.pornrabbit.com/video/19619612/milf-...    1602.0   \n",
       "7160  http://www.pornrabbit.com/video/19261483/big-b...    1175.0   \n",
       "7161  http://www.pornrabbit.com/video/19618978/amate...     899.0   \n",
       "7162  http://www.pornrabbit.com/video/19623030/blind...    1472.0   \n",
       "7163  http://www.pornrabbit.com/video/19621706/big-a...    2315.0   \n",
       "7164  http://www.pornrabbit.com/video/19618204/horny...    1252.0   \n",
       "7165  http://www.pornrabbit.com/video/19620027/big-t...    2838.0   \n",
       "7166  http://www.pornrabbit.com/video/19810899/hot-w...    1508.0   \n",
       "7167  http://www.pornrabbit.com/video/20308363/milf-...    2379.0   \n",
       "7168  http://www.pornrabbit.com/video/19620806/matur...    1637.0   \n",
       "7169  http://www.pornrabbit.com/video/19896574/hot-w...    2009.0   \n",
       "7170  http://www.pornrabbit.com/video/20317452/wife-...    1296.0   \n",
       "7171  http://www.pornrabbit.com/video/20308515/two-m...    2187.0   \n",
       "7172  http://www.pornrabbit.com/video/20317045/wife-...     587.0   \n",
       "7173  http://www.pornrabbit.com/video/20320047/milf-...       NaN   \n",
       "7174  http://www.pornrabbit.com/video/19619676/horny...    1254.0   \n",
       "7175  http://www.pornrabbit.com/video/19972351/beaut...    1457.0   \n",
       "\n",
       "              username                                               tags  \\\n",
       "0              serella  cumshot;bigass;hardcore;mature;milf;oldyoung;m...   \n",
       "1            fokozizit  blowjob;mature;milf;fucking;kitchen;doggystyle...   \n",
       "2             samsy556                                              MILFs   \n",
       "3        JanetteVidrid                                              MILFs   \n",
       "4     ridgeelizabeth23                                              MILFs   \n",
       "5        sharonking780                                              MILFs   \n",
       "6      rosemarydowning                                              MILFs   \n",
       "7        staceylane398                         bigtits;bigass;mature;milf   \n",
       "8       naughtyamerica                        cumshot;milf;naughtyamerica   \n",
       "9             jonasLun                                              MILFs   \n",
       "10            jonasFox                                    anal;milf;asian   \n",
       "11            jonasFox                              anal;blowjob;milf;mom   \n",
       "12      naughtyamerica  blonde;facial;milf;curvy;housewife;beautiful;n...   \n",
       "13      naughtyamerica  babe;facial;hardcore;latina;housewife;hairy;be...   \n",
       "14      naughtyamerica      facial;milf;pornstar;beautiful;naughtyamerica   \n",
       "15      naughtyamerica  babe;brunette;milf;curvy;voluptuous;beautiful;...   \n",
       "16      naughtyamerica     blonde;facial;milf;curvy;cougar;naughtyamerica   \n",
       "17      naughtyamerica        cumshot;tattoo;piercing;milf;naughtyamerica   \n",
       "18      naughtyamerica                blonde;cumshot;booty;naughtyamerica   \n",
       "19      naughtyamerica  blonde;hardcore;mature;milf;cougar;naughtyamerica   \n",
       "20      naughtyamerica  brunette;cumshot;housewife;kitchen;beautiful;n...   \n",
       "21      naughtyamerica  cumshot;milf;curvy;cougar;voluptuous;beautiful...   \n",
       "22      naughtyamerica  facial;interracial;black;ebony;milf;curvy;naug...   \n",
       "23      naughtyamerica  blonde;facial;hardcore;milf;housewife;cougar;b...   \n",
       "24      naughtyamerica  blonde;cumshot;hardcore;milf;housewife;cougar;...   \n",
       "25      naughtyamerica            facial;hardcore;pornstar;naughtyamerica   \n",
       "26      naughtyamerica  cumshot;hardcore;redhead;milf;housewife;naught...   \n",
       "27      naughtyamerica  brunette;facial;milf;curvy;beautiful;naughtyam...   \n",
       "28      naughtyamerica  blonde;facial;hardcore;milf;housewife;cougar;b...   \n",
       "29      naughtyamerica  brunette;facial;hardcore;housewife;naughtyamerica   \n",
       "...                ...                                                ...   \n",
       "7146     thepornmaster                 anal;cumshot;blowjob;hardcore;milf   \n",
       "7147     thepornmaster                           blowjob;hardcore;milf;bj   \n",
       "7148     thepornmaster        bigtits;brunette;anal;blowjob;hardcore;milf   \n",
       "7149     thepornmaster                                               milf   \n",
       "7150     thepornmaster                                               milf   \n",
       "7151     thepornmaster                   brunette;amateur;milf;striptease   \n",
       "7152     thepornmaster                                               milf   \n",
       "7153     thepornmaster                                               milf   \n",
       "7154     thepornmaster                                               milf   \n",
       "7155     thepornmaster      masturbation;milf;insertions;lesbians;sextoys   \n",
       "7156     thepornmaster                     brunette;blowjob;hardcore;milf   \n",
       "7157     thepornmaster                                               milf   \n",
       "7158     thepornmaster                blonde;shaved;blowjob;hardcore;milf   \n",
       "7159     thepornmaster                      cumshot;blowjob;hardcore;milf   \n",
       "7160     thepornmaster     blonde;bigtits;blowjob;hardcore;milf;cumontits   \n",
       "7161     thepornmaster                    masturbation;brunette;solo;milf   \n",
       "7162     thepornmaster             brunette;cumshot;blowjob;hardcore;milf   \n",
       "7163     thepornmaster                                               milf   \n",
       "7164     thepornmaster                     brunette;blowjob;hardcore;milf   \n",
       "7165     thepornmaster                                               milf   \n",
       "7166     thepornmaster  threesome;brunette;anal;cumshot;hardcore;bigdi...   \n",
       "7167     thepornmaster                         anal;blowjob;hardcore;milf   \n",
       "7168     thepornmaster                                               milf   \n",
       "7169     thepornmaster  threesome;bigtits;brunette;anal;hardcore;blowj...   \n",
       "7170     thepornmaster                        bigboobs;anal;hardcore;milf   \n",
       "7171     thepornmaster         blonde;brunette;milf;lesbians;pussylicking   \n",
       "7172     thepornmaster                                     sextoy;sextoys   \n",
       "7173     thepornmaster                                               milf   \n",
       "7174     thepornmaster               blonde;cumshot;blowjob;hardcore;milf   \n",
       "7175     thepornmaster                      bigtits;blowjob;hardcore;milf   \n",
       "\n",
       "                                             categories  \\\n",
       "0                                                 MILFs   \n",
       "1                                                 MILFs   \n",
       "2                                                 MILFs   \n",
       "3                                                 MILFs   \n",
       "4                                                 MILFs   \n",
       "5                                                 MILFs   \n",
       "6                                                 MILFs   \n",
       "7                                                 MILFs   \n",
       "8                                         MILFs;source2   \n",
       "9                                                 MILFs   \n",
       "10                                                MILFs   \n",
       "11                                                MILFs   \n",
       "12                                        MILFs;source2   \n",
       "13                                        MILFs;source2   \n",
       "14                                        MILFs;source2   \n",
       "15                                        MILFs;source2   \n",
       "16                                        MILFs;source2   \n",
       "17                                        MILFs;source2   \n",
       "18                                        MILFs;source2   \n",
       "19                                        MILFs;source2   \n",
       "20                                        MILFs;source2   \n",
       "21                                        MILFs;source2   \n",
       "22                                        MILFs;source2   \n",
       "23                                        MILFs;source2   \n",
       "24                                        MILFs;source2   \n",
       "25                                        MILFs;source2   \n",
       "26                                        MILFs;source2   \n",
       "27                                        MILFs;source2   \n",
       "28                                        MILFs;source2   \n",
       "29                                        MILFs;source2   \n",
       "...                                                 ...   \n",
       "7146                Anal;Hardcore;MILFs;Blowjob;Cumshot   \n",
       "7147                             Hardcore;MILFs;Blowjob   \n",
       "7148      Big Tits;Anal;Hardcore;MILFs;Blowjob;Brunette   \n",
       "7149      Hardcore;Amateur;MILFs;Blowjob;Blonde;Cumshot   \n",
       "7150                                Anal;Hardcore;MILFs   \n",
       "7151                 Amateur;MILFs;Brunette;Strip Tease   \n",
       "7152  Interracial;Hardcore;Creampie;MILFs;Blowjob;Br...   \n",
       "7153                             Hardcore;Amateur;MILFs   \n",
       "7154            Hardcore;Handjob;MILFs;Blowjob;Big Dick   \n",
       "7155     Lesbian;Masturbation;Insertions;Sex Toys;MILFs   \n",
       "7156            Hardcore;MILFs;Blowjob;Brunette;Cumshot   \n",
       "7157                                 Hardcore;MILFs;Ass   \n",
       "7158                      Hardcore;MILFs;Blowjob;Blonde   \n",
       "7159                     Hardcore;MILFs;Blowjob;Cumshot   \n",
       "7160     Big Tits;Hardcore;MILFs;Blowjob;Blonde;Cumshot   \n",
       "7161                   Masturbation;MILFs;Brunette;solo   \n",
       "7162            Hardcore;MILFs;Blowjob;Brunette;Cumshot   \n",
       "7163                             Hardcore;MILFs;Blowjob   \n",
       "7164                    Hardcore;MILFs;Blowjob;Brunette   \n",
       "7165                            Big Tits;Hardcore;MILFs   \n",
       "7166  Anal;Hardcore;Double Penetration;MILFs;Threeso...   \n",
       "7167                        Anal;Hardcore;MILFs;Blowjob   \n",
       "7168                             Lesbian;Hardcore;MILFs   \n",
       "7169  Big Tits;Anal;Hardcore;Double Penetration;MILF...   \n",
       "7170  Interracial;Big Tits;Anal;Hardcore;MILFs;Blowj...   \n",
       "7171             Lesbian;Hardcore;MILFs;Blonde;Brunette   \n",
       "7172  Hardcore;Masturbation;Sex Toys;MILFs;Blowjob;B...   \n",
       "7173                            Big Tits;Hardcore;MILFs   \n",
       "7174              Hardcore;MILFs;Blowjob;Blonde;Cumshot   \n",
       "7175                    Big Tits;Hardcore;MILFs;Blowjob   \n",
       "\n",
       "                                                 thumbs  \\\n",
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       "3     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "4     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "5     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "6     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "8     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "9     http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "10    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
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       "14    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "15    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "16    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "17    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "18    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "19    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
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       "21    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "22    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
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       "24    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "25    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "26    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "27    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "28    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "29    http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "...                                                 ...   \n",
       "7146  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7147  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7148  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7149  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7150  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7151  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7152  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7153  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7154  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7155  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7156  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7157  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7158  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
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       "7166  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7167  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7168  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7169  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7170  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7171  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7172  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7173  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7174  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "7175  http://cdn2.media.atlasfiles.com/fanout/thumbs...   \n",
       "\n",
       "                                                  embed  \n",
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       "3     <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
       "4     <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
       "5     <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
       "6     <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "8     <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "10    <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "14    <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "16    <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "18    <iframe src=\"http://www.pornrabbit.com/embed/3...  \n",
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       "...                                                 ...  \n",
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       "7174  <iframe src=\"http://www.pornrabbit.com/embed/1...  \n",
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       "\n",
       "[7176 rows x 10 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dato"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'quiz': {'sport': {'q1': {'question': 'Which one is correct team name in NBA?', 'options': ['New York Bulls', 'Los Angeles Kings', 'Golden State Warriros', 'Huston Rocket'], 'answer': 'Huston Rocket'}}, 'maths': {'q1': {'question': '5 + 7 = ?', 'options': ['10', '11', '12', '13'], 'answer': '12'}, 'q2': {'question': '12 - 8 = ?', 'options': ['1', '2', '3', '4'], 'answer': '4'}}}}\n"
     ]
    }
   ],
   "source": [
    "import requests\n",
    "import json\n",
    "response = requests.get(\"https://support.oneskyapp.com/hc/en-us/article_attachments/202761727/example_2.json\")\n",
    "data = json.loads(response.content)\n",
    "print (data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## xml"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
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