07-II-Feature Extraction and Classification.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Feature Extraction & Classification\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from typing import Dict, Tuple, List, Union\n",
    "\n",
    "get_ipython().config.get('IPKernelApp', {})['parent_appname'] = \"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting spacyNote: you may need to restart the kernel to use updated packages.\n",
      "  Downloading spacy-3.2.4-cp39-cp39-win_amd64.whl (11.3 MB)\n",
      "Collecting wasabi<1.1.0,>=0.8.1\n",
      "  Downloading wasabi-0.9.1-py3-none-any.whl (26 kB)\n",
      "Collecting catalogue<2.1.0,>=2.0.6\n",
      "  Downloading catalogue-2.0.7-py3-none-any.whl (17 kB)\n",
      "Collecting thinc<8.1.0,>=8.0.12\n",
      "  Downloading thinc-8.0.15-cp39-cp39-win_amd64.whl (1.0 MB)\n",
      "Requirement already satisfied: click<8.1.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from spacy) (8.0.3)\n",
      "Collecting srsly<3.0.0,>=2.4.1\n",
      "  Downloading srsly-2.4.2-cp39-cp39-win_amd64.whl (451 kB)\n",
      "Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from spacy) (4.62.3)\n",
      "Collecting cymem<2.1.0,>=2.0.2\n",
      "  Downloading cymem-2.0.6-cp39-cp39-win_amd64.whl (36 kB)\n",
      "Collecting langcodes<4.0.0,>=3.2.0\n",
      "  Downloading langcodes-3.3.0-py3-none-any.whl (181 kB)\n",
      "Requirement already satisfied: jinja2 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from spacy) (2.11.3)\n",
      "Collecting blis<0.8.0,>=0.4.0\n",
      "  Downloading blis-0.7.7-cp39-cp39-win_amd64.whl (6.6 MB)\n",
      "Collecting spacy-legacy<3.1.0,>=3.0.8\n",
      "  Downloading spacy_legacy-3.0.9-py2.py3-none-any.whl (20 kB)\n",
      "Requirement already satisfied: numpy>=1.15.0 in c:\\users\\pc1\\appdata\\roaming\\python\\python39\\site-packages (from spacy) (1.22.2)\n",
      "Collecting pathy>=0.3.5\n",
      "  Downloading pathy-0.6.1-py3-none-any.whl (42 kB)\n",
      "Collecting pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4\n",
      "  Downloading pydantic-1.8.2-cp39-cp39-win_amd64.whl (1.9 MB)\n",
      "Requirement already satisfied: requests<3.0.0,>=2.13.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from spacy) (2.26.0)\n",
      "Collecting murmurhash<1.1.0,>=0.28.0\n",
      "  Downloading murmurhash-1.0.6-cp39-cp39-win_amd64.whl (21 kB)\n",
      "Collecting spacy-loggers<2.0.0,>=1.0.0\n",
      "  Downloading spacy_loggers-1.0.2-py3-none-any.whl (7.2 kB)\n",
      "Collecting preshed<3.1.0,>=3.0.2\n",
      "  Downloading preshed-3.0.6-cp39-cp39-win_amd64.whl (112 kB)\n",
      "Requirement already satisfied: setuptools in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from spacy) (58.0.4)\n",
      "Collecting typer<0.5.0,>=0.3.0\n",
      "  Downloading typer-0.4.1-py3-none-any.whl (27 kB)\n",
      "Requirement already satisfied: packaging>=20.0 in c:\\users\\pc1\\appdata\\roaming\\python\\python39\\site-packages (from spacy) (21.3)\n",
      "Requirement already satisfied: colorama in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from click<8.1.0->spacy) (0.4.4)\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in c:\\users\\pc1\\appdata\\roaming\\python\\python39\\site-packages (from packaging>=20.0->spacy) (3.0.7)\n",
      "Collecting smart-open<6.0.0,>=5.0.0\n",
      "  Downloading smart_open-5.2.1-py3-none-any.whl (58 kB)\n",
      "Requirement already satisfied: typing-extensions>=3.7.4.3 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4->spacy) (3.10.0.2)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (3.2)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (2021.10.8)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (1.26.7)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.13.0->spacy) (2.0.4)\n",
      "\n",
      "Requirement already satisfied: MarkupSafe>=0.23 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from jinja2->spacy) (1.1.1)\n",
      "Installing collected packages: murmurhash, cymem, catalogue, wasabi, typer, srsly, smart-open, pydantic, preshed, blis, thinc, spacy-loggers, spacy-legacy, pathy, langcodes, spacy\n",
      "Successfully installed blis-0.7.7 catalogue-2.0.7 cymem-2.0.6 langcodes-3.3.0 murmurhash-1.0.6 pathy-0.6.1 preshed-3.0.6 pydantic-1.8.2 smart-open-5.2.1 spacy-3.2.4 spacy-legacy-3.0.9 spacy-loggers-1.0.2 srsly-2.4.2 thinc-8.0.15 typer-0.4.1 wasabi-0.9.1\n"
     ]
    }
   ],
   "source": [
    "pip install spacy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from os.path import exists, join\n",
    "import pandas as pd\n",
    "import requests\n",
    "#import en_core_web_md\n",
    "#import spacy\n",
    "from nltk.corpus import wordnet as wn\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### load Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load Datasets\n",
    "def loadDataset(file_name):\n",
    "    df = pd.read_csv(file_name)\n",
    "    return df\n",
    "\n",
    "df = loadDataset(\"Dataset/TestData/test_dataset.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>Country</th>\n",
       "      <th>tld</th>\n",
       "      <th>DNS_qr</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>unkown</td>\n",
       "      <td>jp</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>unkown</td>\n",
       "      <td>jp</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "      <td>9</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>unkown</td>\n",
       "      <td>com</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>unkown</td>\n",
       "      <td>com</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>unkown</td>\n",
       "      <td>com</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>...</td>\n",
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       "      <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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       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>unkown</td>\n",
       "      <td>com</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
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       "      <td>19</td>\n",
       "      <td>7</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>unkown</td>\n",
       "      <td>com</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>unkown</td>\n",
       "      <td>ru</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>unkown</td>\n",
       "      <td>ru</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>unkown</td>\n",
       "      <td>ru</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 24 columns</p>\n",
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      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine Country  tld  DNS_qr  ... Exp_Date_Time  \\\n",
       "0                 ecnavi.jp  unkown   jp       1  ...            -1   \n",
       "1                 ecnavi.jp  unkown   jp       1  ...            -1   \n",
       "2              hubpages.com  unkown  com       1  ...            -1   \n",
       "3              hubpages.com  unkown  com       1  ...            -1   \n",
       "4     discover.hubpages.com  unkown  com       1  ...            -1   \n",
       "...                     ...     ...  ...     ...  ...           ...   \n",
       "2121    c1781279.ferozo.com  unkown  com       1  ...            -1   \n",
       "2122    c1781279.ferozo.com  unkown  com       1  ...            -1   \n",
       "2123              rusnod.ru  unkown   ru       1  ...            -1   \n",
       "2124              rusnod.ru  unkown   ru       1  ...            -1   \n",
       "2125              rusnod.ru  unkown   ru       1  ...            -1   \n",
       "\n",
       "      whois_updatedDate dot_count  len  digit_count  special_count  \\\n",
       "0                    -1         1    9            0              0   \n",
       "1                    -1         1    9            0              0   \n",
       "2                    -1         1   12            0              0   \n",
       "3                    -1         1   12            0              0   \n",
       "4                    -1         2   21            0              0   \n",
       "...                 ...       ...  ...          ...            ...   \n",
       "2121                 -1         2   19            7              0   \n",
       "2122                 -1         2   19            7              0   \n",
       "2123                 -1         1    9            0              0   \n",
       "2124                 -1         1    9            0              0   \n",
       "2125                 -1         1    9            0              0   \n",
       "\n",
       "      hyphen_count  double_slash  single_slash  at_the_rate  \n",
       "0                0             0             0            0  \n",
       "1                0             0             0            0  \n",
       "2                0             0             0            0  \n",
       "3                0             0             0            0  \n",
       "4                0             0             0            0  \n",
       "...            ...           ...           ...          ...  \n",
       "2121             0             0             0            0  \n",
       "2122             0             0             0            0  \n",
       "2123             0             0             0            0  \n",
       "2124             0             0             0            0  \n",
       "2125             0             0             0            0  \n",
       "\n",
       "[2126 rows x 24 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2126, 24)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Linguistic Features "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ERROR: Could not find a version that satisfies the requirement sklearn.feature_extraction.stop_words (from versions: none)\n",
      "ERROR: No matching distribution found for sklearn.feature_extraction.stop_words\n"
     ]
    }
   ],
   "source": [
    "pip install sklearn.feature_extraction.stop_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from nltk.corpus import wordnet as wn\n",
    "from sklearn.feature_extraction.stop_words import ENGLISH_STOP_WORDS as sklearn_stopwords\n",
    "from nltk import ngrams as NLTK_ngrams"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When we perform machine learning on text data, there are a number of different features that may prove valuable in learning how to distinguish between our classes.\n",
    "\n",
    "Here, we break them down into \"Syntactic Features\" and \"Semantic Features\":"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Syntactic Features: \n",
    "Features that reflect the structure of our sentences.\n",
    "\n",
    "\n",
    "1. **Word ngrams**: These are the length-n word sequences that occur in our data. Often, we add \"BOS\" and \"EOS\" tokens to mark the beginning and end of the sentence, respectively. For example, the \"bigrams\" (n=2) for the sentence \"This is an example\" would be {\"BOS this\", \"this is\", \"is an\", \"an example\", \"example EOS\"}. The order of `n` can be anything, though typically high orders of `n` result in such sparse features that they are no longer very useful. We will experiment with a few different values and ranges of `n`, and ultimately settle on \"unigrams\" (single words), and \"bigrams\" (pairs of adjacent words).\n",
    "  <u>Stopwords and Word ngrams</u>: Often, high-frequency words that serve a mostly functional purpose, eg. \"of\", \"the\", \"from\", are found to be of little help during text classification problems, and are thus removed from the text before ngram features are extracted. We can experiment with different sets of stopwords in our ngram-generation function.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Great, now lets split into words into a big list, splitting on anything non-alphanumeric [A-Za-z0-9] (as well as punctuation) and forcing everything lowercase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "#removing duplicates\n",
    "df = df.drop_duplicates()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2126, 24)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>3gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine 1gram 2gram 3gram  ... Exp_Date_Time  \\\n",
       "0                 ecnavi.jp                    ...            -1   \n",
       "1                 ecnavi.jp                    ...            -1   \n",
       "2              hubpages.com                    ...            -1   \n",
       "3              hubpages.com                    ...            -1   \n",
       "4     discover.hubpages.com                    ...            -1   \n",
       "...                     ...   ...   ...   ...  ...           ...   \n",
       "2121    c1781279.ferozo.com                    ...            -1   \n",
       "2122    c1781279.ferozo.com                    ...            -1   \n",
       "2123              rusnod.ru                    ...            -1   \n",
       "2124              rusnod.ru                    ...            -1   \n",
       "2125              rusnod.ru                    ...            -1   \n",
       "\n",
       "     whois_updatedDate dot_count  len digit_count  special_count hyphen_count  \\\n",
       "0                   -1         1    9           0              0            0   \n",
       "1                   -1         1    9           0              0            0   \n",
       "2                   -1         1   12           0              0            0   \n",
       "3                   -1         1   12           0              0            0   \n",
       "4                   -1         2   21           0              0            0   \n",
       "...                ...       ...  ...         ...            ...          ...   \n",
       "2121                -1         2   19           7              0            0   \n",
       "2122                -1         2   19           7              0            0   \n",
       "2123                -1         1    9           0              0            0   \n",
       "2124                -1         1    9           0              0            0   \n",
       "2125                -1         1    9           0              0            0   \n",
       "\n",
       "      double_slash  single_slash  at_the_rate  \n",
       "0                0             0            0  \n",
       "1                0             0            0  \n",
       "2                0             0            0  \n",
       "3                0             0            0  \n",
       "4                0             0            0  \n",
       "...            ...           ...          ...  \n",
       "2121             0             0            0  \n",
       "2122             0             0            0  \n",
       "2123             0             0            0  \n",
       "2124             0             0            0  \n",
       "2125             0             0            0  \n",
       "\n",
       "[2126 rows x 28 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['1gram']=\"\"\n",
    "df['2gram']=\"\"\n",
    "df['3gram']=\"\"\n",
    "df['entropy']=\"\"\n",
    "df = df[['ID_packet', 'IP_src', 'UDP_sport', 'IP_dst', 'UDP_dport', 'DNS_id','Domaine','1gram','2gram','3gram','entropy','Country','tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype', 'type_table', 'Creation_Date_Time', 'Exp_Date_Time', 'whois_updatedDate', 'dot_count','len', 'digit_count', 'special_count', 'hyphen_count', 'double_slash','single_slash', 'at_the_rate']]\n",
    "\n",
    "df    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "words = df['Domaine']\n",
    "#words = filter(None, words) # Remove empty strings\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                   ecnavi.jp\n",
       "1                   ecnavi.jp\n",
       "2                hubpages.com\n",
       "3                hubpages.com\n",
       "4       discover.hubpages.com\n",
       "                ...          \n",
       "2121      c1781279.ferozo.com\n",
       "2122      c1781279.ferozo.com\n",
       "2123                rusnod.ru\n",
       "2124                rusnod.ru\n",
       "2125                rusnod.ru\n",
       "Name: Domaine, Length: 2126, dtype: object"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "words"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domaine name  1-gram"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From this we can now generate N-grams, lets start with a 1-gram, basically the set of all the words\n",
    "\n",
    "*Note* : One could use a dictionary instead of a set and keeping count of the occurances gives word frequency"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting sets\n",
      "  Downloading sets-0.3.2.tar.gz (11 kB)\n",
      "Requirement already satisfied: numpy in c:\\users\\pc1\\appdata\\roaming\\python\\python39\\site-packages (from sets) (1.22.2)\n",
      "Requirement already satisfied: requests in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from sets) (2.26.0)\n",
      "Requirement already satisfied: nltk in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from sets) (3.6.5)\n",
      "Requirement already satisfied: lxml in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from sets) (4.6.3)\n",
      "Collecting definitions\n",
      "  Downloading definitions-0.2.0.tar.gz (6.4 kB)\n",
      "Requirement already satisfied: PyYAML in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from definitions->sets) (6.0)\n",
      "Requirement already satisfied: click in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from nltk->sets) (8.0.3)\n",
      "Requirement already satisfied: joblib in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from nltk->sets) (1.1.0)\n",
      "Requirement already satisfied: regex>=2021.8.3 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from nltk->sets) (2021.8.3)\n",
      "Requirement already satisfied: tqdm in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from nltk->sets) (4.62.3)\n",
      "Requirement already satisfied: colorama in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from click->nltk->sets) (0.4.4)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->sets) (2021.10.8)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->sets) (3.2)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->sets) (1.26.7)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->sets) (2.0.4)\n",
      "Building wheels for collected packages: sets, definitions\n",
      "  Building wheel for sets (setup.py): started\n",
      "  Building wheel for sets (setup.py): finished with status 'done'\n",
      "  Created wheel for sets: filename=sets-0.3.2-py3-none-any.whl size=14335 sha256=8ed9e7ec18c48bdef269aea4e34cf1abecc9a54a506a2f60efdc7b268a24edc0\n",
      "  Stored in directory: c:\\users\\pc1\\appdata\\local\\pip\\cache\\wheels\\26\\6b\\c5\\bc48cae07441d54bc52011a9550d775a38e7dc353c1506bfcf\n",
      "  Building wheel for definitions (setup.py): started\n",
      "  Building wheel for definitions (setup.py): finished with status 'done'\n",
      "  Created wheel for definitions: filename=definitions-0.2.0-py3-none-any.whl size=4573 sha256=bf70d483332514f9ddefc2a82d2763fead07558683dcef9bd31f60678b0c9f5e\n",
      "  Stored in directory: c:\\users\\pc1\\appdata\\local\\pip\\cache\\wheels\\1b\\24\\04\\358c657ef68b53b4c59d390670ab780f159515b48b16b31f72\n",
      "Successfully built sets definitions\n",
      "Installing collected packages: definitions, sets\n",
      "Successfully installed definitions-0.2.0 sets-0.3.2\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install sets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_17724/2224606195.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['1gram'][x] = gram1\n"
     ]
    },
    {
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       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
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       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
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       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>3gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
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       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
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       "      <td>ecnavi.jp</td>\n",
       "      <td>{a, n, ., e, j, p, i, c, v}</td>\n",
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       "      <td>192.168.8.1</td>\n",
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       "      <td>10.0.2.15</td>\n",
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       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{a, n, ., e, j, p, i, c, v}</td>\n",
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       "      <td>{a, g, ., o, e, p, h, s, b, m, u, c}</td>\n",
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       "      <td>10.0.2.15</td>\n",
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       "      <td></td>\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>{a, d, g, ., o, e, u, h, p, s, i, b, r, m, c, v}</td>\n",
       "      <td></td>\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{z, 8, 1, ., o, e, 7, 9, m, f, 2, c, r}</td>\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{d, n, ., o, s, u, r}</td>\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{d, n, ., o, s, u, r}</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
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       "      <td>9</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine                                             1gram  \\\n",
       "0                 ecnavi.jp                       {a, n, ., e, j, p, i, c, v}   \n",
       "1                 ecnavi.jp                       {a, n, ., e, j, p, i, c, v}   \n",
       "2              hubpages.com              {a, g, ., o, e, p, h, s, b, m, u, c}   \n",
       "3              hubpages.com              {a, g, ., o, e, p, h, s, b, m, u, c}   \n",
       "4     discover.hubpages.com  {a, d, g, ., o, e, u, h, p, s, i, b, r, m, c, v}   \n",
       "...                     ...                                               ...   \n",
       "2121    c1781279.ferozo.com           {z, 8, 1, ., o, e, 7, 9, m, f, 2, c, r}   \n",
       "2122    c1781279.ferozo.com           {z, 8, 1, ., o, e, 7, 9, m, f, 2, c, r}   \n",
       "2123              rusnod.ru                             {d, n, ., o, s, u, r}   \n",
       "2124              rusnod.ru                             {d, n, ., o, s, u, r}   \n",
       "2125              rusnod.ru                             {d, n, ., o, s, u, r}   \n",
       "\n",
       "     2gram 3gram  ... Exp_Date_Time whois_updatedDate dot_count  len  \\\n",
       "0                 ...            -1                -1         1    9   \n",
       "1                 ...            -1                -1         1    9   \n",
       "2                 ...            -1                -1         1   12   \n",
       "3                 ...            -1                -1         1   12   \n",
       "4                 ...            -1                -1         2   21   \n",
       "...    ...   ...  ...           ...               ...       ...  ...   \n",
       "2121              ...            -1                -1         2   19   \n",
       "2122              ...            -1                -1         2   19   \n",
       "2123              ...            -1                -1         1    9   \n",
       "2124              ...            -1                -1         1    9   \n",
       "2125              ...            -1                -1         1    9   \n",
       "\n",
       "     digit_count  special_count hyphen_count  double_slash  single_slash  \\\n",
       "0              0              0            0             0             0   \n",
       "1              0              0            0             0             0   \n",
       "2              0              0            0             0             0   \n",
       "3              0              0            0             0             0   \n",
       "4              0              0            0             0             0   \n",
       "...          ...            ...          ...           ...           ...   \n",
       "2121           7              0            0             0             0   \n",
       "2122           7              0            0             0             0   \n",
       "2123           0              0            0             0             0   \n",
       "2124           0              0            0             0             0   \n",
       "2125           0              0            0             0             0   \n",
       "\n",
       "      at_the_rate  \n",
       "0               0  \n",
       "1               0  \n",
       "2               0  \n",
       "3               0  \n",
       "4               0  \n",
       "...           ...  \n",
       "2121            0  \n",
       "2122            0  \n",
       "2123            0  \n",
       "2124            0  \n",
       "2125            0  \n",
       "\n",
       "[2126 rows x 28 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import sets\n",
    "for x in df.index:\n",
    "    try:\n",
    "        u = df.Domaine[x]\n",
    "# Create set of all unique words, this throws away any information about frequency however\n",
    "        gram1 = set(u)\n",
    "        df['1gram'][x] = gram1\n",
    "    except:\n",
    "        pass\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domaine name  2-gram"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lets try and get the 2-gram now, which is pairs of two char from domain name. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>3gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>[ec, cn, na, av, vi, i., .j, jp]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>[ec, cn, na, av, vi, i., .j, jp]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>[hu, ub, bp, pa, ag, ge, es, s., .c, co, om]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>[hu, ub, bp, pa, ag, ge, es, s., .c, co, om]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>{'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...</td>\n",
       "      <td>[di, is, sc, co, ov, ve, er, r., .h, hu, ub, b...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>[c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>[c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine  \\\n",
       "0                 ecnavi.jp   \n",
       "1                 ecnavi.jp   \n",
       "2              hubpages.com   \n",
       "3              hubpages.com   \n",
       "4     discover.hubpages.com   \n",
       "...                     ...   \n",
       "2121    c1781279.ferozo.com   \n",
       "2122    c1781279.ferozo.com   \n",
       "2123              rusnod.ru   \n",
       "2124              rusnod.ru   \n",
       "2125              rusnod.ru   \n",
       "\n",
       "                                                  1gram  \\\n",
       "0         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "1         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "2     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "3     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "4     {'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...   \n",
       "...                                                 ...   \n",
       "2121  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2122  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2123                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2124                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2125                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "\n",
       "                                                  2gram  3gram  ...  \\\n",
       "0                      [ec, cn, na, av, vi, i., .j, jp]    NaN  ...   \n",
       "1                      [ec, cn, na, av, vi, i., .j, jp]    NaN  ...   \n",
       "2          [hu, ub, bp, pa, ag, ge, es, s., .c, co, om]    NaN  ...   \n",
       "3          [hu, ub, bp, pa, ag, ge, es, s., .c, co, om]    NaN  ...   \n",
       "4     [di, is, sc, co, ov, ve, er, r., .h, hu, ub, b...    NaN  ...   \n",
       "...                                                 ...    ...  ...   \n",
       "2121  [c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...    NaN  ...   \n",
       "2122  [c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...    NaN  ...   \n",
       "2123                   [ru, us, sn, no, od, d., .r, ru]    NaN  ...   \n",
       "2124                   [ru, us, sn, no, od, d., .r, ru]    NaN  ...   \n",
       "2125                   [ru, us, sn, no, od, d., .r, ru]    NaN  ...   \n",
       "\n",
       "      Exp_Date_Time whois_updatedDate dot_count  len digit_count  \\\n",
       "0                -1                -1         1    9           0   \n",
       "1                -1                -1         1    9           0   \n",
       "2                -1                -1         1   12           0   \n",
       "3                -1                -1         1   12           0   \n",
       "4                -1                -1         2   21           0   \n",
       "...             ...               ...       ...  ...         ...   \n",
       "2121             -1                -1         2   19           7   \n",
       "2122             -1                -1         2   19           7   \n",
       "2123             -1                -1         1    9           0   \n",
       "2124             -1                -1         1    9           0   \n",
       "2125             -1                -1         1    9           0   \n",
       "\n",
       "      special_count hyphen_count  double_slash  single_slash  at_the_rate  \n",
       "0                 0            0             0             0            0  \n",
       "1                 0            0             0             0            0  \n",
       "2                 0            0             0             0            0  \n",
       "3                 0            0             0             0            0  \n",
       "4                 0            0             0             0            0  \n",
       "...             ...          ...           ...           ...          ...  \n",
       "2121              0            0             0             0            0  \n",
       "2122              0            0             0             0            0  \n",
       "2123              0            0             0             0            0  \n",
       "2124              0            0             0             0            0  \n",
       "2125              0            0             0             0            0  \n",
       "\n",
       "[2126 rows x 28 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from nltk import ngrams\n",
    "import sets\n",
    "for x in df.index:\n",
    "    try:\n",
    "        gram2 =[\"\".join(k1) for k1 in list(ngrams(df.Domaine[x],n=2))]\n",
    "        df['2gram'][x] = gram2\n",
    "    except:\n",
    "        pass\n",
    "    \n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domaine name  3-gram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['ecn', 'cna', 'nav', 'avi', 'vi.', 'i.j', '.jp']"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from nltk import ngrams\n",
    "[\"\".join(k1) for k1 in list(ngrams(df.Domaine[0],n=3))]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_10444/2114781566.py:6: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['3gram'][x] = gram3\n",
      "C:\\Users\\PC1\\anaconda3\\lib\\site-packages\\pandas\\core\\indexing.py:1732: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  self._setitem_single_block(indexer, value, name)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>3gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>[ec, cn, na, av, vi, i., .j, jp]</td>\n",
       "      <td>[ecn, cna, nav, avi, vi., i.j, .jp]</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>[ec, cn, na, av, vi, i., .j, jp]</td>\n",
       "      <td>[ecn, cna, nav, avi, vi., i.j, .jp]</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>[hu, ub, bp, pa, ag, ge, es, s., .c, co, om]</td>\n",
       "      <td>[hub, ubp, bpa, pag, age, ges, es., s.c, .co, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>[hu, ub, bp, pa, ag, ge, es, s., .c, co, om]</td>\n",
       "      <td>[hub, ubp, bpa, pag, age, ges, es., s.c, .co, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>{'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...</td>\n",
       "      <td>[di, is, sc, co, ov, ve, er, r., .h, hu, ub, b...</td>\n",
       "      <td>[dis, isc, sco, cov, ove, ver, er., r.h, .hu, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>[c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...</td>\n",
       "      <td>[c17, 178, 781, 812, 127, 279, 79., 9.f, .fe, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>[c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...</td>\n",
       "      <td>[c17, 178, 781, 812, 127, 279, 79., 9.f, .fe, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>[rus, usn, sno, nod, od., d.r, .ru]</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>[rus, usn, sno, nod, od., d.r, .ru]</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>[ru, us, sn, no, od, d., .r, ru]</td>\n",
       "      <td>[rus, usn, sno, nod, od., d.r, .ru]</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine  \\\n",
       "0                 ecnavi.jp   \n",
       "1                 ecnavi.jp   \n",
       "2              hubpages.com   \n",
       "3              hubpages.com   \n",
       "4     discover.hubpages.com   \n",
       "...                     ...   \n",
       "2121    c1781279.ferozo.com   \n",
       "2122    c1781279.ferozo.com   \n",
       "2123              rusnod.ru   \n",
       "2124              rusnod.ru   \n",
       "2125              rusnod.ru   \n",
       "\n",
       "                                                  1gram  \\\n",
       "0         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "1         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "2     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "3     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "4     {'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...   \n",
       "...                                                 ...   \n",
       "2121  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2122  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2123                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2124                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2125                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "\n",
       "                                                  2gram  \\\n",
       "0                      [ec, cn, na, av, vi, i., .j, jp]   \n",
       "1                      [ec, cn, na, av, vi, i., .j, jp]   \n",
       "2          [hu, ub, bp, pa, ag, ge, es, s., .c, co, om]   \n",
       "3          [hu, ub, bp, pa, ag, ge, es, s., .c, co, om]   \n",
       "4     [di, is, sc, co, ov, ve, er, r., .h, hu, ub, b...   \n",
       "...                                                 ...   \n",
       "2121  [c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...   \n",
       "2122  [c1, 17, 78, 81, 12, 27, 79, 9., .f, fe, er, r...   \n",
       "2123                   [ru, us, sn, no, od, d., .r, ru]   \n",
       "2124                   [ru, us, sn, no, od, d., .r, ru]   \n",
       "2125                   [ru, us, sn, no, od, d., .r, ru]   \n",
       "\n",
       "                                                  3gram  ...  Exp_Date_Time  \\\n",
       "0                   [ecn, cna, nav, avi, vi., i.j, .jp]  ...             -1   \n",
       "1                   [ecn, cna, nav, avi, vi., i.j, .jp]  ...             -1   \n",
       "2     [hub, ubp, bpa, pag, age, ges, es., s.c, .co, ...  ...             -1   \n",
       "3     [hub, ubp, bpa, pag, age, ges, es., s.c, .co, ...  ...             -1   \n",
       "4     [dis, isc, sco, cov, ove, ver, er., r.h, .hu, ...  ...             -1   \n",
       "...                                                 ...  ...            ...   \n",
       "2121  [c17, 178, 781, 812, 127, 279, 79., 9.f, .fe, ...  ...             -1   \n",
       "2122  [c17, 178, 781, 812, 127, 279, 79., 9.f, .fe, ...  ...             -1   \n",
       "2123                [rus, usn, sno, nod, od., d.r, .ru]  ...             -1   \n",
       "2124                [rus, usn, sno, nod, od., d.r, .ru]  ...             -1   \n",
       "2125                [rus, usn, sno, nod, od., d.r, .ru]  ...             -1   \n",
       "\n",
       "     whois_updatedDate dot_count  len digit_count  special_count hyphen_count  \\\n",
       "0                   -1         1    9           0              0            0   \n",
       "1                   -1         1    9           0              0            0   \n",
       "2                   -1         1   12           0              0            0   \n",
       "3                   -1         1   12           0              0            0   \n",
       "4                   -1         2   21           0              0            0   \n",
       "...                ...       ...  ...         ...            ...          ...   \n",
       "2121                -1         2   19           7              0            0   \n",
       "2122                -1         2   19           7              0            0   \n",
       "2123                -1         1    9           0              0            0   \n",
       "2124                -1         1    9           0              0            0   \n",
       "2125                -1         1    9           0              0            0   \n",
       "\n",
       "      double_slash  single_slash  at_the_rate  \n",
       "0                0             0            0  \n",
       "1                0             0            0  \n",
       "2                0             0            0  \n",
       "3                0             0            0  \n",
       "4                0             0            0  \n",
       "...            ...           ...          ...  \n",
       "2121             0             0            0  \n",
       "2122             0             0            0  \n",
       "2123             0             0            0  \n",
       "2124             0             0            0  \n",
       "2125             0             0            0  \n",
       "\n",
       "[2126 rows x 28 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from nltk import ngrams\n",
    "import sets\n",
    "for x in df.index:\n",
    "    try:\n",
    "        gram3 =[\"\".join(k1) for k1 in list(ngrams(df.Domaine[x],n=3))]\n",
    "        df['3gram'][x] = gram3\n",
    "    except:\n",
    "        pass\n",
    "    \n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domaine Name Shannon's  Entropy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    " # Find suspicious Domaines  by calculating the Shannon entropy of the hostname.\n",
    "        # Idea from: https://github.com/stricaud/urlweirdos/blob/master/src/urlw/plugins/shannon/__init__.py\n",
    "        # TODO: test with unicode enabled hostnames!\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Call pandas.Series(data) with data as the list of data to be analyzed to convert it into a pandas.Series. Call Series.value_counts() with the result of the previous step as Series to get a new pandas.Series containing counts of unique values in the data set. Call scipy.stats.entropy(counts) with counts as this new pandas.Series to get the Shannon entropy of the data set."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: scipy in c:\\users\\pc1\\anaconda3\\lib\\site-packages (1.7.1)\n",
      "Requirement already satisfied: numpy<1.23.0,>=1.16.5 in c:\\users\\pc1\\appdata\\roaming\\python\\python39\\site-packages (from scipy) (1.22.2)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install scipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "import scipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = loadDataset(\"Train_Dataset/Test_dataset_NIDS.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "\n",
    "\n",
    "def entropy(string):\n",
    "    \"Calculates the Shannon entropy of a string\"\n",
    "\n",
    "    # get probability of chars in string\n",
    "    prob = [ float(string.count(c)) / len(string) for c in dict.fromkeys(list(string)) ]\n",
    "\n",
    "    # calculate the entropy\n",
    "    entropy = - sum([ p * math.log(p) / math.log(2.0) for p in prob ])\n",
    "\n",
    "    return entropy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "#s= df.Domaine[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'ecnavi.jp'"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#s"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.169925001442312"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#entropy(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_10444/1985114912.py:4: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['entropy'][x] = res\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP_dst</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domaine</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>3gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']</td>\n",
       "      <td>['ecn', 'cna', 'nav', 'avi', 'vi.', 'i.j', '.jp']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']</td>\n",
       "      <td>['ecn', 'cna', 'nav', 'avi', 'vi.', 'i.j', '.jp']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....</td>\n",
       "      <td>['hub', 'ubp', 'bpa', 'pag', 'age', 'ges', 'es...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....</td>\n",
       "      <td>['hub', 'ubp', 'bpa', 'pag', 'age', 'ges', 'es...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>{'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...</td>\n",
       "      <td>['di', 'is', 'sc', 'co', 'ov', 've', 'er', 'r....</td>\n",
       "      <td>['dis', 'isc', 'sco', 'cov', 'ove', 'ver', 'er...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>['c1', '17', '78', '81', '12', '27', '79', '9....</td>\n",
       "      <td>['c17', '178', '781', '812', '127', '279', '79...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>['c1', '17', '78', '81', '12', '27', '79', '9....</td>\n",
       "      <td>['c17', '178', '781', '812', '127', '279', '79...</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport     IP_dst  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                    Domaine  \\\n",
       "0                 ecnavi.jp   \n",
       "1                 ecnavi.jp   \n",
       "2              hubpages.com   \n",
       "3              hubpages.com   \n",
       "4     discover.hubpages.com   \n",
       "...                     ...   \n",
       "2121    c1781279.ferozo.com   \n",
       "2122    c1781279.ferozo.com   \n",
       "2123              rusnod.ru   \n",
       "2124              rusnod.ru   \n",
       "2125              rusnod.ru   \n",
       "\n",
       "                                                  1gram  \\\n",
       "0         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "1         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "2     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "3     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "4     {'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...   \n",
       "...                                                 ...   \n",
       "2121  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2122  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2123                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2124                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2125                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "\n",
       "                                                  2gram  \\\n",
       "0      ['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']   \n",
       "1      ['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']   \n",
       "2     ['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....   \n",
       "3     ['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....   \n",
       "4     ['di', 'is', 'sc', 'co', 'ov', 've', 'er', 'r....   \n",
       "...                                                 ...   \n",
       "2121  ['c1', '17', '78', '81', '12', '27', '79', '9....   \n",
       "2122  ['c1', '17', '78', '81', '12', '27', '79', '9....   \n",
       "2123   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']   \n",
       "2124   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']   \n",
       "2125   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']   \n",
       "\n",
       "                                                  3gram  ...  Exp_Date_Time  \\\n",
       "0     ['ecn', 'cna', 'nav', 'avi', 'vi.', 'i.j', '.jp']  ...             -1   \n",
       "1     ['ecn', 'cna', 'nav', 'avi', 'vi.', 'i.j', '.jp']  ...             -1   \n",
       "2     ['hub', 'ubp', 'bpa', 'pag', 'age', 'ges', 'es...  ...             -1   \n",
       "3     ['hub', 'ubp', 'bpa', 'pag', 'age', 'ges', 'es...  ...             -1   \n",
       "4     ['dis', 'isc', 'sco', 'cov', 'ove', 'ver', 'er...  ...             -1   \n",
       "...                                                 ...  ...            ...   \n",
       "2121  ['c17', '178', '781', '812', '127', '279', '79...  ...             -1   \n",
       "2122  ['c17', '178', '781', '812', '127', '279', '79...  ...             -1   \n",
       "2123  ['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']  ...             -1   \n",
       "2124  ['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']  ...             -1   \n",
       "2125  ['rus', 'usn', 'sno', 'nod', 'od.', 'd.r', '.ru']  ...             -1   \n",
       "\n",
       "     whois_updatedDate dot_count  len digit_count  special_count hyphen_count  \\\n",
       "0                   -1         1    9           0              0            0   \n",
       "1                   -1         1    9           0              0            0   \n",
       "2                   -1         1   12           0              0            0   \n",
       "3                   -1         1   12           0              0            0   \n",
       "4                   -1         2   21           0              0            0   \n",
       "...                ...       ...  ...         ...            ...          ...   \n",
       "2121                -1         2   19           7              0            0   \n",
       "2122                -1         2   19           7              0            0   \n",
       "2123                -1         1    9           0              0            0   \n",
       "2124                -1         1    9           0              0            0   \n",
       "2125                -1         1    9           0              0            0   \n",
       "\n",
       "      double_slash  single_slash  at_the_rate  \n",
       "0                0             0            0  \n",
       "1                0             0            0  \n",
       "2                0             0            0  \n",
       "3                0             0            0  \n",
       "4                0             0            0  \n",
       "...            ...           ...          ...  \n",
       "2121             0             0            0  \n",
       "2122             0             0            0  \n",
       "2123             0             0            0  \n",
       "2124             0             0            0  \n",
       "2125             0             0            0  \n",
       "\n",
       "[2126 rows x 28 columns]"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    hostname = df.Domaine[x]\n",
    "    res =  entropy(hostname)\n",
    "    df['entropy'][x] = res\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domaine Name Alexa Ranking feature"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Will use Alexa ranking to see the popularity of a site , this will help classify phishing domaines from bengins"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: mechanize in c:\\users\\pc1\\anaconda3\\lib\\site-packages (0.4.7)\n",
      "Note: you may need to restart the kernel to use updated packages.\n",
      "Requirement already satisfied: html5lib>=0.999999999 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from mechanize) (1.1)\n",
      "Requirement already satisfied: webencodings in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from html5lib>=0.999999999->mechanize) (0.5.1)\n",
      "Requirement already satisfied: six>=1.9 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from html5lib>=0.999999999->mechanize) (1.16.0)\n"
     ]
    }
   ],
   "source": [
    "pip install mechanize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting alexa-siterank\n",
      "  Downloading alexa_siterank-1.0.2-py3-none-any.whl (6.6 kB)\n",
      "Collecting httpx\n",
      "  Downloading httpx-0.22.0-py3-none-any.whl (84 kB)\n",
      "Requirement already satisfied: charset-normalizer in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa-siterank) (2.0.4)\n",
      "Collecting httpcore<0.15.0,>=0.14.5\n",
      "  Downloading httpcore-0.14.7-py3-none-any.whl (68 kB)\n",
      "Requirement already satisfied: certifi in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa-siterank) (2021.10.8)\n",
      "Requirement already satisfied: sniffio in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa-siterank) (1.2.0)\n",
      "Collecting rfc3986[idna2008]<2,>=1.3\n",
      "  Downloading rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n",
      "Collecting anyio==3.*\n",
      "  Downloading anyio-3.5.0-py3-none-any.whl (79 kB)\n",
      "Collecting h11<0.13,>=0.11\n",
      "  Downloading h11-0.12.0-py3-none-any.whl (54 kB)\n",
      "Requirement already satisfied: idna>=2.8 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from anyio==3.*->httpcore<0.15.0,>=0.14.5->httpx->alexa-siterank) (3.2)\n",
      "Installing collected packages: rfc3986, h11, anyio, httpcore, httpx, alexa-siterank\n",
      "  Attempting uninstall: anyio\n",
      "    Found existing installation: anyio 2.2.0\n",
      "    Uninstalling anyio-2.2.0:\n",
      "      Successfully uninstalled anyio-2.2.0\n",
      "Successfully installed alexa-siterank-1.0.2 anyio-3.5.0 h11-0.12.0 httpcore-0.14.7 httpx-0.22.0 rfc3986-1.5.0\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install alexa-siterank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>subdomain</th>\n",
       "      <th>Alexa_Rank</th>\n",
       "      <th>sum</th>\n",
       "      <th>obfuscate_at_sign</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>...</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>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td></td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td></td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 38 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain Alexa_Rank  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0              \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0              \n",
       "2            80  192.168.8.1           hubpages.com        0.0              \n",
       "3            81  192.168.8.1           hubpages.com        0.0              \n",
       "4            98  192.168.8.1  discover.hubpages.com        0.0              \n",
       "...         ...          ...                    ...        ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0              \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0              \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0              \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0              \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0              \n",
       "\n",
       "      sum  obfuscate_at_sign  UDP_sport  numeric_percentage         IP  ...  \\\n",
       "0       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "1       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "3       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "4       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "...   ...                ...        ...                 ...        ...  ...   \n",
       "2121    7                1.0         53            0.368421  10.0.2.15  ...   \n",
       "2122    7                1.0         53            0.368421  10.0.2.15  ...   \n",
       "2123    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2124    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2125    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "\n",
       "     Exp_Date_Time  whois_updatedDate dot_count  len  digit_count  \\\n",
       "0               -1                 -1         1    9            0   \n",
       "1               -1                 -1         1    9            0   \n",
       "2               -1                 -1         1   12            0   \n",
       "3               -1                 -1         1   12            0   \n",
       "4               -1                 -1         2   21            0   \n",
       "...            ...                ...       ...  ...          ...   \n",
       "2121            -1                 -1         2   19            7   \n",
       "2122            -1                 -1         2   19            7   \n",
       "2123            -1                 -1         1    9            0   \n",
       "2124            -1                 -1         1    9            0   \n",
       "2125            -1                 -1         1    9            0   \n",
       "\n",
       "      special_count  hyphen_count double_slash single_slash at_the_rate  \n",
       "0                 0             0            0            0           0  \n",
       "1                 0             0            0            0           0  \n",
       "2                 0             0            0            0           0  \n",
       "3                 0             0            0            0           0  \n",
       "4                 0             0            0            0           0  \n",
       "...             ...           ...          ...          ...         ...  \n",
       "2121              0             0            0            0           0  \n",
       "2122              0             0            0            0           0  \n",
       "2123              0             0            0            0           0  \n",
       "2124              0             0            0            0           0  \n",
       "2125              0             0            0            0           0  \n",
       "\n",
       "[2126 rows x 38 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['Alexa_Rank']=\"\"\n",
    "df = df[['ID_packet', 'IP_src', 'Domain', 'subdomain', 'Alexa_Rank', 'sum','obfuscate_at_sign', 'UDP_sport', 'numeric_percentage', 'IP','Registrant_Name', 'Domain_Age', 'Emails', 'Organization','Name_Server_Count', 'UDP_dport', 'DNS_id', '1gram', '2gram', '3gram','entropy', 'Country', 'tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype','type_table', 'Creation_Date_Time', 'Exp_Date_Time','whois_updatedDate', 'dot_count', 'len', 'digit_count', 'special_count','hyphen_count', 'double_slash', 'single_slash', 'at_the_rate']]\n",
    "\n",
    "df    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from alexa_siterank import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting alexa_siterank\n",
      "  Using cached alexa_siterank-1.0.2-py3-none-any.whl (6.6 kB)\n",
      "Collecting httpx\n",
      "  Using cached httpx-0.22.0-py3-none-any.whl (84 kB)\n",
      "Requirement already satisfied: sniffio in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa_siterank) (1.2.0)\n",
      "Requirement already satisfied: certifi in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa_siterank) (2021.10.8)\n",
      "Collecting httpcore<0.15.0,>=0.14.5\n",
      "  Using cached httpcore-0.14.7-py3-none-any.whl (68 kB)\n",
      "Requirement already satisfied: charset-normalizer in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from httpx->alexa_siterank) (2.0.4)\n",
      "Collecting rfc3986[idna2008]<2,>=1.3\n",
      "  Using cached rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)\n",
      "Collecting h11<0.13,>=0.11\n",
      "  Using cached h11-0.12.0-py3-none-any.whl (54 kB)\n",
      "Collecting anyio==3.*\n",
      "  Downloading anyio-3.6.1-py3-none-any.whl (80 kB)\n",
      "Requirement already satisfied: idna>=2.8 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from anyio==3.*->httpcore<0.15.0,>=0.14.5->httpx->alexa_siterank) (3.2)\n",
      "Installing collected packages: rfc3986, h11, anyio, httpcore, httpx, alexa-siterank\n",
      "  Attempting uninstall: anyio\n",
      "    Found existing installation: anyio 2.2.0\n",
      "    Uninstalling anyio-2.2.0:\n",
      "      Successfully uninstalled anyio-2.2.0\n",
      "Successfully installed alexa-siterank-1.0.2 anyio-3.6.1 h11-0.12.0 httpcore-0.14.7 httpx-0.22.0 rfc3986-1.5.0\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install alexa_siterank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RangeIndex(start=0, stop=2126, step=1)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RangeIndex(start=852, stop=2126, step=1)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.index[852::]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "1\n",
      "2\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_9600/3165882957.py:20: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Alexa_Rank'][x]= -1.0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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     "data": {
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       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>subdomain</th>\n",
       "      <th>Alexa_Rank</th>\n",
       "      <th>sum</th>\n",
       "      <th>obfuscate_at_sign</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>...</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",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 38 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain Alexa_Rank  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0       -1.0   \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0       -1.0   \n",
       "2            80  192.168.8.1           hubpages.com        0.0       -1.0   \n",
       "3            81  192.168.8.1           hubpages.com        0.0       -1.0   \n",
       "4            98  192.168.8.1  discover.hubpages.com        0.0       -1.0   \n",
       "...         ...          ...                    ...        ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0       -1.0   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0       -1.0   \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0       -1.0   \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0       -1.0   \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0       -1.0   \n",
       "\n",
       "      sum  obfuscate_at_sign  UDP_sport  numeric_percentage         IP  ...  \\\n",
       "0       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "1       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "3       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "4       0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "...   ...                ...        ...                 ...        ...  ...   \n",
       "2121    7                1.0         53            0.368421  10.0.2.15  ...   \n",
       "2122    7                1.0         53            0.368421  10.0.2.15  ...   \n",
       "2123    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2124    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "2125    0                0.0         53            0.000000  10.0.2.15  ...   \n",
       "\n",
       "     Exp_Date_Time  whois_updatedDate dot_count  len  digit_count  \\\n",
       "0               -1                 -1         1    9            0   \n",
       "1               -1                 -1         1    9            0   \n",
       "2               -1                 -1         1   12            0   \n",
       "3               -1                 -1         1   12            0   \n",
       "4               -1                 -1         2   21            0   \n",
       "...            ...                ...       ...  ...          ...   \n",
       "2121            -1                 -1         2   19            7   \n",
       "2122            -1                 -1         2   19            7   \n",
       "2123            -1                 -1         1    9            0   \n",
       "2124            -1                 -1         1    9            0   \n",
       "2125            -1                 -1         1    9            0   \n",
       "\n",
       "      special_count  hyphen_count double_slash single_slash at_the_rate  \n",
       "0                 0             0            0            0           0  \n",
       "1                 0             0            0            0           0  \n",
       "2                 0             0            0            0           0  \n",
       "3                 0             0            0            0           0  \n",
       "4                 0             0            0            0           0  \n",
       "...             ...           ...          ...          ...         ...  \n",
       "2121              0             0            0            0           0  \n",
       "2122              0             0            0            0           0  \n",
       "2123              0             0            0            0           0  \n",
       "2124              0             0            0            0           0  \n",
       "2125              0             0            0            0           0  \n",
       "\n",
       "[2126 rows x 38 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from alexa_siterank import OTR\n",
    "import re\n",
    "with open('rank.csv', 'w') as csvfile:\n",
    "    writer = csv.writer(csvfile)  \n",
    "    for x in df.index:\n",
    "        print(x)\n",
    "        try:\n",
    "            otr = OTR()\n",
    "            otr.get(df.Domain[x])\n",
    "            #print(df.Domaine[x])\n",
    "            res = str(otr.rank)\n",
    "            s1 = res.split(',', 1)[0]\n",
    "            #print(res)\n",
    "            #print(s1)\n",
    "            s = ''.join(x for x in s1 if x.isdigit())\n",
    "            print(x,df.Domain[x],s)\n",
    "            df['Alexa_Rank'][x]= s \n",
    "            df.to_csv('Train_Dataset/Test_dataset_NIDS.csv',index=False)\n",
    "        except:\n",
    "            df['Alexa_Rank'][x]= -1.0\n",
    "            continue \n",
    "        writer.writerow([s])        \n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save to Test datasets CSV file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('Train_Dataset/Test_dataset_NIDS.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def loadDataset(file_name):\n",
    "    df = pd.read_csv(file_name, encoding = \"ISO-8859-1\", on_bad_lines='skip',  dtype={\"Alexa_Rank\": 'float64',\"entropy\": 'float64',\"len\": 'int64', 'Country': 'string', 'IP': 'string', 'Domain' : 'string', 'Creation_Date_Time' : 'string', '1gram' : 'string','tld': 'string','3gram': 'string','2gram': 'string','label': 'float64'})\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = loadDataset(\"Train_Dataset/Test_dataset_NIDS.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 2126 entries, 0 to 2125\n",
      "Data columns (total 37 columns):\n",
      " #   Column              Non-Null Count  Dtype  \n",
      "---  ------              --------------  -----  \n",
      " 0   ID_packet           2126 non-null   int64  \n",
      " 1   IP_src              2126 non-null   object \n",
      " 2   Domain              2126 non-null   string \n",
      " 3   subdomain           2126 non-null   float64\n",
      " 4   sum                 2126 non-null   int64  \n",
      " 5   obfuscate_at_sign   2126 non-null   float64\n",
      " 6   UDP_sport           2126 non-null   int64  \n",
      " 7   numeric_percentage  2126 non-null   float64\n",
      " 8   IP                  2126 non-null   string \n",
      " 9   Registrant_Name     2126 non-null   object \n",
      " 10  Domain_Age          2126 non-null   float64\n",
      " 11  Emails              2126 non-null   object \n",
      " 12  Organization        0 non-null      float64\n",
      " 13  Name_Server_Count   2126 non-null   float64\n",
      " 14  UDP_dport           2126 non-null   int64  \n",
      " 15  DNS_id              2126 non-null   int64  \n",
      " 16  1gram               2126 non-null   string \n",
      " 17  2gram               2126 non-null   string \n",
      " 18  3gram               2126 non-null   string \n",
      " 19  entropy             2126 non-null   float64\n",
      " 20  Country             2076 non-null   string \n",
      " 21  tld                 2126 non-null   string \n",
      " 22  DNS_qr              2126 non-null   int64  \n",
      " 23  DNS_qd              2126 non-null   object \n",
      " 24  DNS_qdtype          2126 non-null   int64  \n",
      " 25  type_table          2126 non-null   object \n",
      " 26  Creation_Date_Time  2126 non-null   string \n",
      " 27  Exp_Date_Time       2126 non-null   int64  \n",
      " 28  whois_updatedDate   2126 non-null   int64  \n",
      " 29  dot_count           2126 non-null   int64  \n",
      " 30  len                 2126 non-null   int64  \n",
      " 31  digit_count         2126 non-null   int64  \n",
      " 32  special_count       2126 non-null   int64  \n",
      " 33  hyphen_count        2126 non-null   int64  \n",
      " 34  double_slash        2126 non-null   int64  \n",
      " 35  single_slash        2126 non-null   int64  \n",
      " 36  at_the_rate         2126 non-null   int64  \n",
      "dtypes: float64(7), int64(17), object(5), string(8)\n",
      "memory usage: 614.7+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['ID_packet', 'IP_src', 'Domain', 'subdomain', 'sum',\n",
       "       'obfuscate_at_sign', 'UDP_sport', 'numeric_percentage', 'IP',\n",
       "       'Registrant_Name', 'Domain_Age', 'Emails', 'Organization',\n",
       "       'Name_Server_Count', 'UDP_dport', 'DNS_id', '1gram', '2gram', '3gram',\n",
       "       'entropy', 'Country', 'tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype',\n",
       "       'type_table', 'Creation_Date_Time', 'Exp_Date_Time',\n",
       "       'whois_updatedDate', 'dot_count', 'len', 'digit_count', 'special_count',\n",
       "       'hyphen_count', 'double_slash', 'single_slash', 'at_the_rate'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>DNS_id</th>\n",
       "      <th>Domain</th>\n",
       "      <th>Alexa_Rank</th>\n",
       "      <th>1gram</th>\n",
       "      <th>2gram</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47533</td>\n",
       "      <td>47210</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>5435.0</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>43722</td>\n",
       "      <td>7987</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>5435.0</td>\n",
       "      <td>{'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}</td>\n",
       "      <td>['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>30024</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>3231.0</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>47296</td>\n",
       "      <td>54860</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>3231.0</td>\n",
       "      <td>{'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...</td>\n",
       "      <td>['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>55060</td>\n",
       "      <td>48426</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>3231.0</td>\n",
       "      <td>{'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...</td>\n",
       "      <td>['di', 'is', 'sc', 'co', 'ov', 've', 'er', 'r....</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>34276</td>\n",
       "      <td>43676</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>['c1', '17', '78', '81', '12', '27', '79', '9....</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>33341</td>\n",
       "      <td>34713</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>{'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...</td>\n",
       "      <td>['c1', '17', '78', '81', '12', '27', '79', '9....</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>60738</td>\n",
       "      <td>44402</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>50988</td>\n",
       "      <td>30583</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td>46190</td>\n",
       "      <td>48473</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>{'d', 'n', '.', 'o', 's', 'u', 'r'}</td>\n",
       "      <td>['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport         IP  UDP_dport  DNS_id  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15      47533   47210   \n",
       "1            78  192.168.8.1         53  10.0.2.15      43722    7987   \n",
       "2            80  192.168.8.1         53  10.0.2.15      47296   30024   \n",
       "3            81  192.168.8.1         53  10.0.2.15      47296   54860   \n",
       "4            98  192.168.8.1         53  10.0.2.15      55060   48426   \n",
       "...         ...          ...        ...        ...        ...     ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15      34276   43676   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15      33341   34713   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15      60738   44402   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15      50988   30583   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15      46190   48473   \n",
       "\n",
       "                     Domain  Alexa_Rank  \\\n",
       "0                 ecnavi.jp      5435.0   \n",
       "1                 ecnavi.jp      5435.0   \n",
       "2              hubpages.com      3231.0   \n",
       "3              hubpages.com      3231.0   \n",
       "4     discover.hubpages.com      3231.0   \n",
       "...                     ...         ...   \n",
       "2121    c1781279.ferozo.com        -1.0   \n",
       "2122    c1781279.ferozo.com        -1.0   \n",
       "2123              rusnod.ru        -1.0   \n",
       "2124              rusnod.ru        -1.0   \n",
       "2125              rusnod.ru        -1.0   \n",
       "\n",
       "                                                  1gram  \\\n",
       "0         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "1         {'a', 'n', '.', 'e', 'j', 'p', 'i', 'c', 'v'}   \n",
       "2     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "3     {'a', 'g', '.', 'o', 'e', 'p', 'h', 's', 'b', ...   \n",
       "4     {'a', 'd', 'g', '.', 'o', 'e', 'u', 'h', 'p', ...   \n",
       "...                                                 ...   \n",
       "2121  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2122  {'z', '8', '1', '.', 'o', 'e', '7', '9', 'm', ...   \n",
       "2123                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2124                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "2125                {'d', 'n', '.', 'o', 's', 'u', 'r'}   \n",
       "\n",
       "                                                  2gram  ... Exp_Date_Time  \\\n",
       "0      ['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']  ...            -1   \n",
       "1      ['ec', 'cn', 'na', 'av', 'vi', 'i.', '.j', 'jp']  ...            -1   \n",
       "2     ['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....  ...            -1   \n",
       "3     ['hu', 'ub', 'bp', 'pa', 'ag', 'ge', 'es', 's....  ...            -1   \n",
       "4     ['di', 'is', 'sc', 'co', 'ov', 've', 'er', 'r....  ...            -1   \n",
       "...                                                 ...  ...           ...   \n",
       "2121  ['c1', '17', '78', '81', '12', '27', '79', '9....  ...            -1   \n",
       "2122  ['c1', '17', '78', '81', '12', '27', '79', '9....  ...            -1   \n",
       "2123   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']  ...            -1   \n",
       "2124   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']  ...            -1   \n",
       "2125   ['ru', 'us', 'sn', 'no', 'od', 'd.', '.r', 'ru']  ...            -1   \n",
       "\n",
       "      whois_updatedDate dot_count len  digit_count special_count  \\\n",
       "0                    -1         1   9            0             0   \n",
       "1                    -1         1   9            0             0   \n",
       "2                    -1         1  12            0             0   \n",
       "3                    -1         1  12            0             0   \n",
       "4                    -1         2  21            0             0   \n",
       "...                 ...       ...  ..          ...           ...   \n",
       "2121                 -1         2  19            7             0   \n",
       "2122                 -1         2  19            7             0   \n",
       "2123                 -1         1   9            0             0   \n",
       "2124                 -1         1   9            0             0   \n",
       "2125                 -1         1   9            0             0   \n",
       "\n",
       "      hyphen_count double_slash single_slash  at_the_rate  \n",
       "0                0            0            0            0  \n",
       "1                0            0            0            0  \n",
       "2                0            0            0            0  \n",
       "3                0            0            0            0  \n",
       "4                0            0            0            0  \n",
       "...            ...          ...          ...          ...  \n",
       "2121             0            0            0            0  \n",
       "2122             0            0            0            0  \n",
       "2123             0            0            0            0  \n",
       "2124             0            0            0            0  \n",
       "2125             0            0            0            0  \n",
       "\n",
       "[2126 rows x 29 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>Organization</th>\n",
       "      <th>Name_Server_Count</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47533</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>43722</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>55060</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>34276</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>33341</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>60738</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>50988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>46190</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport         IP Registrant_Name Domain_Age  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15                              \n",
       "1            78  192.168.8.1         53  10.0.2.15                              \n",
       "2            80  192.168.8.1         53  10.0.2.15                              \n",
       "3            81  192.168.8.1         53  10.0.2.15                              \n",
       "4            98  192.168.8.1         53  10.0.2.15                              \n",
       "...         ...          ...        ...        ...             ...        ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15                              \n",
       "2122      23222  192.168.8.1         53  10.0.2.15                              \n",
       "2123      23223  192.168.8.1         53  10.0.2.15                              \n",
       "2124      23224  192.168.8.1         53  10.0.2.15                              \n",
       "2125      23230  192.168.8.1         53  10.0.2.15                              \n",
       "\n",
       "     Emails Organization Name_Server_Count  UDP_dport  ...  Exp_Date_Time  \\\n",
       "0                                               47533  ...             -1   \n",
       "1                                               43722  ...             -1   \n",
       "2                                               47296  ...             -1   \n",
       "3                                               47296  ...             -1   \n",
       "4                                               55060  ...             -1   \n",
       "...     ...          ...               ...        ...  ...            ...   \n",
       "2121                                            34276  ...             -1   \n",
       "2122                                            33341  ...             -1   \n",
       "2123                                            60738  ...             -1   \n",
       "2124                                            50988  ...             -1   \n",
       "2125                                            46190  ...             -1   \n",
       "\n",
       "     whois_updatedDate dot_count len digit_count  special_count hyphen_count  \\\n",
       "0                   -1         1   9           0              0            0   \n",
       "1                   -1         1   9           0              0            0   \n",
       "2                   -1         1  12           0              0            0   \n",
       "3                   -1         1  12           0              0            0   \n",
       "4                   -1         2  21           0              0            0   \n",
       "...                ...       ...  ..         ...            ...          ...   \n",
       "2121                -1         2  19           7              0            0   \n",
       "2122                -1         2  19           7              0            0   \n",
       "2123                -1         1   9           0              0            0   \n",
       "2124                -1         1   9           0              0            0   \n",
       "2125                -1         1   9           0              0            0   \n",
       "\n",
       "     double_slash  single_slash at_the_rate  \n",
       "0               0             0           0  \n",
       "1               0             0           0  \n",
       "2               0             0           0  \n",
       "3               0             0           0  \n",
       "4               0             0           0  \n",
       "...           ...           ...         ...  \n",
       "2121            0             0           0  \n",
       "2122            0             0           0  \n",
       "2123            0             0           0  \n",
       "2124            0             0           0  \n",
       "2125            0             0           0  \n",
       "\n",
       "[2126 rows x 33 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['Registrant_Name']=\"\"\n",
    "df['Domain_Age']=\"\"\n",
    "df['Emails']=\"\"\n",
    "df['Organization']=\"\"\n",
    "df['Name_Server_Count']=\"\"   \n",
    "df = df[['ID_packet', 'IP_src', 'UDP_sport', 'IP','Registrant_Name','Domain_Age','Emails','Organization','Name_Server_Count', 'UDP_dport', 'DNS_id','Domain','1gram','2gram','3gram','entropy','Country','tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype', 'type_table', 'Creation_Date_Time', 'Exp_Date_Time', 'whois_updatedDate', 'dot_count','len', 'digit_count', 'special_count', 'hyphen_count', 'double_slash','single_slash', 'at_the_rate']]\n",
    "\n",
    "df    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 2126 entries, 0 to 2125\n",
      "Data columns (total 33 columns):\n",
      " #   Column              Non-Null Count  Dtype  \n",
      "---  ------              --------------  -----  \n",
      " 0   ID_packet           2126 non-null   int64  \n",
      " 1   IP_src              2126 non-null   object \n",
      " 2   UDP_sport           2126 non-null   int64  \n",
      " 3   IP                  2126 non-null   string \n",
      " 4   Registrant_Name     2126 non-null   object \n",
      " 5   Domain_Age          2126 non-null   object \n",
      " 6   Emails              2126 non-null   object \n",
      " 7   Organization        2126 non-null   object \n",
      " 8   Name_Server_Count   2126 non-null   object \n",
      " 9   UDP_dport           2126 non-null   int64  \n",
      " 10  DNS_id              2126 non-null   int64  \n",
      " 11  Domain              2126 non-null   string \n",
      " 12  1gram               2126 non-null   string \n",
      " 13  2gram               2126 non-null   string \n",
      " 14  3gram               2126 non-null   string \n",
      " 15  entropy             2126 non-null   float64\n",
      " 16  Country             2076 non-null   string \n",
      " 17  tld                 2126 non-null   string \n",
      " 18  DNS_qr              2126 non-null   int64  \n",
      " 19  DNS_qd              2126 non-null   object \n",
      " 20  DNS_qdtype          2126 non-null   int64  \n",
      " 21  type_table          2126 non-null   object \n",
      " 22  Creation_Date_Time  2126 non-null   string \n",
      " 23  Exp_Date_Time       2126 non-null   int64  \n",
      " 24  whois_updatedDate   2126 non-null   int64  \n",
      " 25  dot_count           2126 non-null   int64  \n",
      " 26  len                 2126 non-null   int64  \n",
      " 27  digit_count         2126 non-null   int64  \n",
      " 28  special_count       2126 non-null   int64  \n",
      " 29  hyphen_count        2126 non-null   int64  \n",
      " 30  double_slash        2126 non-null   int64  \n",
      " 31  single_slash        2126 non-null   int64  \n",
      " 32  at_the_rate         2126 non-null   int64  \n",
      "dtypes: float64(1), int64(16), object(8), string(8)\n",
      "memory usage: 548.2+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import whois\n",
    "import datetime\n",
    "import  csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "^C\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip uninstall whois "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: python-whois in c:\\users\\pc1\\anaconda3\\lib\\site-packages (0.7.3)\n",
      "Requirement already satisfied: future in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from python-whois) (0.18.2)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install python-whois"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Extract Registar Name and Domain Age"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/1837112228.py:21: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Registrant_Name'][x]= ' '\n",
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/1837112228.py:22: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Domain_Age'][x]= 0.0\n"
     ]
    },
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>Organization</th>\n",
       "      <th>Name_Server_Count</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <td>0.0</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47533</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
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       "      <td>192.168.8.1</td>\n",
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       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>43722</td>\n",
       "      <td>...</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>12</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
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       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>55060</td>\n",
       "      <td>...</td>\n",
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       "      <td>2</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <th>2121</th>\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>34276</td>\n",
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       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>33341</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>60738</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>50988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>46190</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport         IP Registrant_Name Domain_Age  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "1            78  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2            80  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "3            81  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "4            98  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "...         ...          ...        ...        ...             ...        ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "\n",
       "     Emails Organization Name_Server_Count  UDP_dport  ...  Exp_Date_Time  \\\n",
       "0                                               47533  ...             -1   \n",
       "1                                               43722  ...             -1   \n",
       "2                                               47296  ...             -1   \n",
       "3                                               47296  ...             -1   \n",
       "4                                               55060  ...             -1   \n",
       "...     ...          ...               ...        ...  ...            ...   \n",
       "2121                                            34276  ...             -1   \n",
       "2122                                            33341  ...             -1   \n",
       "2123                                            60738  ...             -1   \n",
       "2124                                            50988  ...             -1   \n",
       "2125                                            46190  ...             -1   \n",
       "\n",
       "     whois_updatedDate dot_count len digit_count  special_count hyphen_count  \\\n",
       "0                   -1         1   9           0              0            0   \n",
       "1                   -1         1   9           0              0            0   \n",
       "2                   -1         1  12           0              0            0   \n",
       "3                   -1         1  12           0              0            0   \n",
       "4                   -1         2  21           0              0            0   \n",
       "...                ...       ...  ..         ...            ...          ...   \n",
       "2121                -1         2  19           7              0            0   \n",
       "2122                -1         2  19           7              0            0   \n",
       "2123                -1         1   9           0              0            0   \n",
       "2124                -1         1   9           0              0            0   \n",
       "2125                -1         1   9           0              0            0   \n",
       "\n",
       "     double_slash  single_slash at_the_rate  \n",
       "0               0             0           0  \n",
       "1               0             0           0  \n",
       "2               0             0           0  \n",
       "3               0             0           0  \n",
       "4               0             0           0  \n",
       "...           ...           ...         ...  \n",
       "2121            0             0           0  \n",
       "2122            0             0           0  \n",
       "2123            0             0           0  \n",
       "2124            0             0           0  \n",
       "2125            0             0           0  \n",
       "\n",
       "[2126 rows x 33 columns]"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#with open('age.csv', 'w') as csvfile:\n",
    "  #  writer = csv.writer(csvfile)  \n",
    "\n",
    "#url = \"http://www.webconfs.com/domain-age.php\"\n",
    "\n",
    "for x in df.index:\n",
    "    try:\n",
    "        #whois query \n",
    "        #print(df.Domain[x])\n",
    "        response= whois.whois(df.Domain[x])\n",
    "    #print(\"The Domain name's:\", response.domain_name)\n",
    "        print(\"Domain Created on: \", response.creation_date.strftime('%d %B %Y'))\n",
    "        print(\"Domain Registered By: \", response.registrar)\n",
    "        S= response.registrar\n",
    "        #age = (datetime.datetime.today() - response.creation_date).days \n",
    "        print(\"The Age of Domain is: \", age,\"days\")\n",
    "    #print(S,age)\n",
    "        df['Registrant_Name'][x]= S \n",
    "        #df['Domain_Age'][x]= age\n",
    "    except:\n",
    "        df['Registrant_Name'][x]= ' '\n",
    "        #df['Domain_Age'][x]= 0.0\n",
    "        continue \n",
    "       # writer.writerow([s])   \n",
    "        \n",
    "df       "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Domain name Age extractor in Days"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import subprocess\n",
    "from datetime  import *\n",
    "import dateutil.parser as p"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#url1 = \"itb.ie\"\n",
    "#url1 = \"night-fever.it\"\n",
    "#list_of_Domain = df['Domain'].to_list()\n",
    "\n",
    " \"\"\"\n",
    "    Uses whois and grep to return number of days a domain has been alive based\n",
    "    on the created/registered date.\n",
    "    Parameters:\n",
    "    argument1 (String): domain to check\n",
    "    Returns:\n",
    "    int: -1 No match from whois - domain does not exist\n",
    "         -2 whois didn't return what we expected - no reg date\n",
    "         -3 there was a problem parsing a valid date from the whois data\n",
    "    Note1: This function is dependant on whois and grep being available form the command line\n",
    "    Note2: This function is also dependant on the dateutil library: pip install py-dateutil\n",
    "   \"\"\"\n",
    "def getDaysAlive(url:str):\n",
    "    # Use grep to strip out the part of the output that we need\n",
    "    grep_filter = \" | grep -E \\\"Registration Date|Registered on|Creation Date|created:|Created:|Registration Time:|No match for domain\\\"\"\n",
    "\n",
    "    # Call the whois and pipe the output to grep\n",
    "    whois_data = subprocess.Popen(\"whois \" + url + grep_filter, shell=True, stdout=subprocess.PIPE).stdout.read()\n",
    "\n",
    "    # whois could not find a match for the domain - doesn't exist\n",
    "    if (\"No match for domain\" in whois_data):\n",
    "        return -1\n",
    "\n",
    "    # Split the output based on carriage returns (each line of output from grep)\n",
    "    whois_data = whois_data.strip().split('\\n')\n",
    "\n",
    "    # Only one date entry found - should be two ?? (Server followed by creation date of domain)\n",
    "    if (len(whois_data) == 1):\n",
    "        return -2\n",
    "\n",
    "    # Try to parse a datetime object out of the string\n",
    "    # NOTE: we are assuming that the last entry in the list returned from whois and grep\n",
    "    # will be the actual registration/creation data of the domain in question: whois_data[-1]\n",
    "    try:\n",
    "        # Fingers crossed we get a valid date out of the string\n",
    "        reg_date =  p.parse(whois_data[-1].lower(), fuzzy=True)\n",
    "    except:\n",
    "        return -3\n",
    "    # Get datetime stamp based on NOW!\n",
    "    today = datetime.today()\n",
    "    # Timezone and no timezones can cause problems when comparing\n",
    "    # Strip timezone info from each datetime object (not a very good idea - fudge!!)\n",
    "    today = today.replace(tzinfo=None)\n",
    "    reg_date = reg_date.replace(tzinfo=None)\n",
    "    # Return the days alive (Diff between dates)\n",
    "    return today - reg_date\n",
    "\n",
    "\n",
    "\n",
    "for x in df.index:\n",
    "# Test the function with a list of domain names in the test dataset...........\n",
    "        # days_alive = getDaysAlive(domain)\n",
    "    print(domain)\n",
    "    # getDaysAlive(domain)\n",
    "    age = getDaysAlive(df.Domain[x])\n",
    "    df['Domain_Age'][x]= age \n",
    "\n",
    "df   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Email Extractor in Python  : Scrap Email address from Doamin Names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting requests-htmlNote: you may need to restart the kernel to use updated packages.\n",
      "  Downloading requests_html-0.10.0-py3-none-any.whl (13 kB)\n",
      "Collecting bs4\n",
      "  Downloading bs4-0.0.1.tar.gz (1.1 kB)\n",
      "Requirement already satisfied: requests in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests-html) (2.26.0)\n",
      "Collecting pyppeteer>=0.0.14\n",
      "  Downloading pyppeteer-1.0.2-py3-none-any.whl (83 kB)\n",
      "Collecting parse\n",
      "  Downloading parse-1.19.0.tar.gz (30 kB)\n",
      "Collecting pyquery\n",
      "  Downloading pyquery-1.4.3-py3-none-any.whl (22 kB)\n",
      "Collecting w3lib\n",
      "  Downloading w3lib-1.22.0-py2.py3-none-any.whl (20 kB)\n",
      "Collecting fake-useragent\n",
      "  Downloading fake-useragent-0.1.11.tar.gz (13 kB)\n",
      "Requirement already satisfied: tqdm<5.0.0,>=4.42.1 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (4.62.3)\n",
      "Collecting pyee<9.0.0,>=8.1.0\n",
      "  Downloading pyee-8.2.2-py2.py3-none-any.whl (12 kB)\n",
      "Requirement already satisfied: certifi>=2021 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (2021.10.8)\n",
      "Collecting websockets<11.0,>=10.0\n",
      "  Downloading websockets-10.3-cp39-cp39-win_amd64.whl (98 kB)\n",
      "Requirement already satisfied: importlib-metadata>=1.4 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (4.8.1)\n",
      "Requirement already satisfied: urllib3<2.0.0,>=1.25.8 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.26.7)\n",
      "Requirement already satisfied: appdirs<2.0.0,>=1.4.3 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyppeteer>=0.0.14->requests-html) (1.4.4)\n",
      "Requirement already satisfied: zipp>=0.5 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from importlib-metadata>=1.4->pyppeteer>=0.0.14->requests-html) (3.6.0)\n",
      "Requirement already satisfied: colorama in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from tqdm<5.0.0,>=4.42.1->pyppeteer>=0.0.14->requests-html) (0.4.4)\n",
      "Requirement already satisfied: beautifulsoup4 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from bs4->requests-html) (4.10.0)\n",
      "Requirement already satisfied: soupsieve>1.2 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from beautifulsoup4->bs4->requests-html) (2.2.1)\n",
      "Collecting cssselect>0.7.9\n",
      "  Using cached cssselect-1.1.0-py2.py3-none-any.whl (16 kB)\n",
      "Requirement already satisfied: lxml>=2.1 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from pyquery->requests-html) (4.6.3)\n",
      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->requests-html) (3.2)\n",
      "\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from requests->requests-html) (2.0.4)\n",
      "Requirement already satisfied: six>=1.4.1 in c:\\users\\pc1\\anaconda3\\lib\\site-packages (from w3lib->requests-html) (1.16.0)\n",
      "Building wheels for collected packages: bs4, fake-useragent, parse\n",
      "  Building wheel for bs4 (setup.py): started\n",
      "  Building wheel for bs4 (setup.py): finished with status 'done'\n",
      "  Created wheel for bs4: filename=bs4-0.0.1-py3-none-any.whl size=1271 sha256=ee6c64ee272b18b90f0293d8989fa61f0fc084421f179075a9f3a70a3321294f\n",
      "  Stored in directory: c:\\users\\pc1\\appdata\\local\\pip\\cache\\wheels\\73\\2b\\cb\\099980278a0c9a3e57ff1a89875ec07bfa0b6fcbebb9a8cad3\n",
      "  Building wheel for fake-useragent (setup.py): started\n",
      "  Building wheel for fake-useragent (setup.py): finished with status 'done'\n",
      "  Created wheel for fake-useragent: filename=fake_useragent-0.1.11-py3-none-any.whl size=13502 sha256=12fa77579a047e0cfc52b6ea0870c55677cf4e097726470f711ad027f86b2c02\n",
      "  Stored in directory: c:\\users\\pc1\\appdata\\local\\pip\\cache\\wheels\\ae\\e7\\76\\7dd44644d065268ab0e1b4fa2e802fa4bb0157717b7d6c6d92\n",
      "  Building wheel for parse (setup.py): started\n",
      "  Building wheel for parse (setup.py): finished with status 'done'\n",
      "  Created wheel for parse: filename=parse-1.19.0-py3-none-any.whl size=24591 sha256=0d50d35cd4ed2bf8ed039a93cdc0c72ae53fe37b5f1d3e174d9d344ade4105f3\n",
      "  Stored in directory: c:\\users\\pc1\\appdata\\local\\pip\\cache\\wheels\\d6\\9c\\58\\ee3ba36897e890f3ad81e9b730791a153fce20caa4a8a474df\n",
      "Successfully built bs4 fake-useragent parse\n",
      "Installing collected packages: websockets, pyee, cssselect, w3lib, pyquery, pyppeteer, parse, fake-useragent, bs4, requests-html\n",
      "Successfully installed bs4-0.0.1 cssselect-1.1.0 fake-useragent-0.1.11 parse-1.19.0 pyee-8.2.2 pyppeteer-1.0.2 pyquery-1.4.3 requests-html-0.10.0 w3lib-1.22.0 websockets-10.3\n"
     ]
    }
   ],
   "source": [
    "pip install requests-html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "import re\n",
    "from requests_html import HTMLSession"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We need re module here because we will be extracting emails from HTML content using regular expressions, if you're not sure what a regular expression is, it is basically a sequence of characters that define a search pattern.\n",
    "\n",
    "I've grabbed the most used and accurate regular expression for email addresses from a stackoverflow tred"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "url string is the URL/domaine name we want to grab email addresses from, I'm using a website that generates random email addresses (which loads them using Javascript).\n",
    "\n",
    "Let's initiate the HTML session, which is a consumable session for cookie persistence and connection pooling:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "http://ecnavi.jp\n",
      "http://ecnavi.jp\n",
      "http://hubpages.com\n",
      "http://hubpages.com\n",
      "http://discover.hubpages.com\n",
      "http://discover.hubpages.com\n",
      "http://hubpages.com\n",
      "http://extratorrent.cc\n",
      "http://extratorrent.cc\n",
      "http://icicibank.com\n",
      "nri@icicibank.com\n",
      "http://icicibank.com\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/2936297315.py:14: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Emails'][x]= S\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "nri@icicibank.com\n",
      "http://www.icicibank.com\n",
      "nri@icicibank.com\n",
      "http://www.icicibank.com\n",
      "nri@icicibank.com\n",
      "http://icicibank.com\n",
      "nri@icicibank.com\n",
      "http://nypost.com\n",
      "//nypost.com/wp-content/uploads/sites/2/2021/12/banner@2x.png\n",
      "http://nypost.com\n",
      "//nypost.com/wp-content/uploads/sites/2/2021/12/banner@2x.png\n",
      "http://nypost.com\n",
      "//nypost.com/wp-content/uploads/sites/2/2021/12/banner@2x.png\n",
      "http://kienthuc.net.vn\n",
      "baotrithuccuocsong@gmail.com\n",
      "baotrithuccuocsong@gmail.com\n",
      "tkts@kienthuc.net.vn\n",
      "tkts@kienthuc.net.vn\n",
      "http://kienthuc.net.vn\n",
      "baotrithuccuocsong@gmail.com\n",
      "baotrithuccuocsong@gmail.com\n",
      "tkts@kienthuc.net.vn\n",
      "tkts@kienthuc.net.vn\n",
      "http://kienthuc.net.vn\n",
      "baotrithuccuocsong@gmail.com\n",
      "baotrithuccuocsong@gmail.com\n",
      "tkts@kienthuc.net.vn\n",
      "tkts@kienthuc.net.vn\n",
      "http://thenextweb.com\n",
      "justinribeiro/lite-youtube@1.3.1\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "http://thenextweb.com\n",
      "justinribeiro/lite-youtube@1.3.1\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "http://thenextweb.com\n",
      "justinribeiro/lite-youtube@1.3.1\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-300x250@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-732x610@3x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@1x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@2x.jpg\n",
      "//next.tnwcdn.com/assets/img/conference-ad-new-900x750@3x.jpg\n",
      "http://akhbarelyom.com\n",
      "http://akhbarelyom.com\n",
      "http://akhbarelyom.com\n",
      "http://tunein.com\n",
      "//b4a8677a2b7845609e5590c78fdff51a@sentry.io\n",
      "{{a}}support@tunein.com\n",
      "tuneinonair@tunein.com\n",
      "username@email.com\n",
      "http://tunein.com\n",
      "//b4a8677a2b7845609e5590c78fdff51a@sentry.io\n",
      "{{a}}support@tunein.com\n",
      "tuneinonair@tunein.com\n",
      "username@email.com\n",
      "http://tunein.com\n",
      "//b4a8677a2b7845609e5590c78fdff51a@sentry.io\n",
      "{{a}}support@tunein.com\n",
      "tuneinonair@tunein.com\n",
      "username@email.com\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://tune.pk\n",
      "http://sfglobe.com\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/2936297315.py:16: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Emails'][x]= ' '\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "http://sfglobe.com\n",
      "http://mic.com\n",
      "http://mic.com\n",
      "http://www.mic.com\n",
      "http://www.mic.com\n",
      "http://mic.com\n",
      "http://venturebeat.com\n",
      "partners@venturebeat.com\n",
      "http://venturebeat.com\n",
      "partners@venturebeat.com\n",
      "http://venturebeat.com\n",
      "partners@venturebeat.com\n",
      "http://allegro.pl\n",
      "http://allegro.pl\n",
      "http://metro.co.uk\n",
      "http://metro.co.uk\n",
      "http://metro.co.uk\n",
      "http://atwiki.jp\n",
      "http://atwiki.jp\n",
      "http://atwiki.jp\n",
      "http://nguyentandung.org\n",
      "http://nguyentandung.org\n",
      "http://nguyentandung.org\n",
      "http://spankbang.com\n",
      "mages/logo_v5@2x.png\n",
      "mages/logo_desktop_v4@2x.png\n",
      "http://spankbang.com\n",
      "mages/logo_v5@2x.png\n",
      "mages/logo_desktop_v4@2x.png\n",
      "http://spankbang.com\n",
      "mages/logo_v5@2x.png\n",
      "mages/logo_desktop_v4@2x.png\n",
      "http://torcache.net\n",
      "http://torcache.net\n",
      "http://depositphotos.com\n",
      "http://depositphotos.com\n",
      "http://depositphotos.com\n",
      "http://serverfault.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://serverfault.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://serverfault.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://kakaku.com\n",
      "http://kakaku.com\n",
      "http://kakaku.com\n",
      "http://indianexpress.com\n",
      "http://indianexpress.com\n",
      "http://indianexpress.com\n",
      "http://distractify.com\n",
      "//unpkg.com/web-vitals@0.2.4\n",
      "editor@distractify.com\n",
      "http://distractify.com\n",
      "//unpkg.com/web-vitals@0.2.4\n",
      "editor@distractify.com\n",
      "http://www.distractify.com\n",
      "//unpkg.com/web-vitals@0.2.4\n",
      "editor@distractify.com\n",
      "http://www.distractify.com\n",
      "//unpkg.com/web-vitals@0.2.4\n",
      "editor@distractify.com\n",
      "http://distractify.com\n",
      "//unpkg.com/web-vitals@0.2.4\n",
      "editor@distractify.com\n",
      "http://sourceforge.net\n",
      "http://sourceforge.net\n",
      "http://sourceforge.net\n",
      "http://babal.net\n",
      "http://babal.net\n",
      "http://cookpad.com\n",
      "//3d52bb03c7f045fc8f633f8b9895cee4@o350159.ingest.sentry.io\n",
      "//assets.cpcdn.com/assets/global/logo/logo_header@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "http://cookpad.com\n",
      "//3d52bb03c7f045fc8f633f8b9895cee4@o350159.ingest.sentry.io\n",
      "//assets.cpcdn.com/assets/global/logo/logo_header@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "http://cookpad.com\n",
      "//3d52bb03c7f045fc8f633f8b9895cee4@o350159.ingest.sentry.io\n",
      "//assets.cpcdn.com/assets/global/logo/logo_header@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "//assets.cpcdn.com/assets/sara/icon_ps_medium@2x.png\n",
      "http://plarium.com\n",
      "http://plarium.com\n",
      "http://plarium.com\n",
      "http://pikabu.ru\n",
      "http://pikabu.ru\n",
      "http://grantland.com\n",
      "//grantland.com/wp-content/themes/espn-grantland/img/grantland-logo@2x.png\n",
      "http://grantland.com\n",
      "//grantland.com/wp-content/themes/espn-grantland/img/grantland-logo@2x.png\n",
      "http://grantland.com\n",
      "//grantland.com/wp-content/themes/espn-grantland/img/grantland-logo@2x.png\n",
      "http://europa.eu\n",
      "http://europa.eu\n",
      "http://european-union.europa.eu\n",
      "http://european-union.europa.eu\n",
      "http://european-union.europa.eu\n",
      "http://european-union.europa.eu\n",
      "http://europa.eu\n",
      "http://kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "http://kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "http://kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "bandoc@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "marketing@kenh14.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "giaitrixahoi@admicro.vn\n",
      "http://twitter.com\n",
      "//abs.twimg.com/errors/logo46x38@2x.png\n",
      "http://twitter.com\n",
      "//abs.twimg.com/errors/logo46x38@2x.png\n",
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      "http://lifehacker.com\n",
      "http://buzzfil.net\n",
      "http://buzzfil.net\n",
      "http://jezebel.com\n",
      "http://jezebel.com\n",
      "http://jezebel.com\n",
      "http://gov.uk\n",
      "http://gov.uk\n",
      "http://www.gov.uk\n",
      "http://www.gov.uk\n",
      "http://gov.uk\n",
      "http://seekingalpha.com\n",
      "http://seekingalpha.com\n",
      "http://seekingalpha.com\n",
      "http://web.tv\n",
      "http://web.tv\n",
      "http://web.tv\n",
      "http://olx.co.id\n",
      "abc@mail.com\n",
      "abc@mail.com\n",
      "http://olx.co.id\n",
      "abc@mail.com\n",
      "abc@mail.com\n",
      "http://olx.ua\n",
      "http://olx.ua\n",
      "http://www.olx.ua\n",
      "http://www.olx.ua\n",
      "http://olx.ua\n",
      "http://olx.pl\n",
      "http://olx.pl\n",
      "http://www.olx.pl\n",
      "http://www.olx.pl\n",
      "http://olx.pl\n",
      "http://myspace.com\n",
      "http://myspace.com\n",
      "http://myspace.com\n",
      "http://squarespace.com\n",
      "support@squarespace.com\n",
      "http://squarespace.com\n",
      "support@squarespace.com\n",
      "http://www.squarespace.com\n",
      "support@squarespace.com\n",
      "http://www.squarespace.com\n",
      "support@squarespace.com\n",
      "http://squarespace.com\n",
      "support@squarespace.com\n",
      "http://privatbank.ua\n",
      "http://privatbank.ua\n",
      "http://privatbank.ua\n",
      "http://xhamster.com\n",
      "http://xhamster.com\n",
      "http://xhamster.com\n",
      "http://perezhilton.com\n",
      "http://perezhilton.com\n",
      "http://perezhilton.com\n",
      "http://comicbook.com\n",
      "http://comicbook.com\n",
      "http://comicbook.com\n",
      "http://deadspin.com\n",
      "http://deadspin.com\n",
      "http://deadspin.com\n",
      "http://udn.com\n",
      "http://udn.com\n",
      "http://udn.com\n",
      "http://bestblackhatforum.com\n",
      "cpaleadvip@live.com\n",
      "http://bestblackhatforum.com\n",
      "cpaleadvip@live.com\n",
      "http://quizlet.com\n",
      "http://quizlet.com\n",
      "http://quizlet.com\n",
      "http://pitchfork.com\n",
      "http://pitchfork.com\n",
      "http://pitchfork.com\n",
      "http://katproxy.com\n",
      "http://katproxy.com\n",
      "http://elitedaily.com\n",
      "http://elitedaily.com\n",
      "http://www.elitedaily.com\n",
      "http://www.elitedaily.com\n",
      "http://elitedaily.com\n",
      "http://interpark.com\n",
      "http://interpark.com\n",
      "http://interpark.com\n",
      "http://gtbank.com\n",
      "http://gtbank.com\n",
      "http://gtbank.com\n",
      "http://medium.com\n",
      "g@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "http://medium.com\n",
      "g@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "http://medium.com\n",
      "g@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "sg@2x.png\n",
      "http://onedio.com\n",
      "onedio@onedio.com\n",
      "http://onedio.com\n",
      "onedio@onedio.com\n",
      "http://onedio.com\n",
      "onedio@onedio.com\n",
      "http://hollywoodlife.com\n",
      "8577photodesk@splashnews.com\n",
      "http://hollywoodlife.com\n",
      "8577photodesk@splashnews.com\n",
      "http://hollywoodlife.com\n",
      "8577photodesk@splashnews.com\n",
      "http://fortune.com\n",
      "http://fortune.com\n",
      "http://fortune.com\n",
      "http://ringring.vn\n",
      "http://ringring.vn\n",
      "info@vega.com.vn\n",
      "http://fanpage.gr\n",
      "http://fanpage.gr\n",
      "http://fanpage.gr\n",
      "http://thechive.com\n",
      "//unpkg.com/js-cookie@2.2.1\n",
      "//unpkg.com/react@17.0.1\n",
      "//unpkg.com/react-dom@17.0.1\n",
      "http://thechive.com\n",
      "//unpkg.com/js-cookie@2.2.1\n",
      "//unpkg.com/react@17.0.1\n",
      "//unpkg.com/react-dom@17.0.1\n",
      "http://thechive.com\n",
      "//unpkg.com/js-cookie@2.2.1\n",
      "//unpkg.com/react@17.0.1\n",
      "//unpkg.com/react-dom@17.0.1\n",
      "http://variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "http://variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "http://variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "customerservicevip@variety.com\n",
      "http://otomoto.pl\n",
      "pomoc@otomoto.pl\n",
      "http://otomoto.pl\n",
      "pomoc@otomoto.pl\n",
      "http://www.otomoto.pl\n",
      "pomoc@otomoto.pl\n",
      "http://www.otomoto.pl\n",
      "pomoc@otomoto.pl\n",
      "http://otomoto.pl\n",
      "pomoc@otomoto.pl\n",
      "http://olx.ro\n",
      "http://olx.ro\n",
      "http://www.olx.ro\n",
      "http://www.olx.ro\n",
      "http://olx.ro\n",
      "http://fazenda.gov.br\n",
      "http://fazenda.gov.br\n",
      "http://fazenda.gov.br\n",
      "http://superuser.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://superuser.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://superuser.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://momoshop.com.tw\n",
      "http://momoshop.com.tw\n",
      "http://www.momoshop.com.tw\n",
      "http://www.momoshop.com.tw\n",
      "http://momoshop.com.tw\n",
      "http://kotaku.com\n",
      "http://kotaku.com\n",
      "http://kotaku.com\n",
      "http://stackoverflow.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://stackoverflow.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://stackoverflow.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://aljazeera.net\n",
      "http://aljazeera.net\n",
      "http://www.aljazeera.net\n",
      "http://www.aljazeera.net\n",
      "http://aljazeera.net\n",
      "http://wpengine.com\n",
      "efault@3x.png\n",
      "efault@3x.png\n",
      "press@wpengine.com\n",
      "sales@wpengine.com\n",
      "agencypartners@wpengine.com\n",
      "billing@wpengine.com\n",
      "http://wpengine.com\n",
      "efault@3x.png\n",
      "efault@3x.png\n",
      "press@wpengine.com\n",
      "sales@wpengine.com\n",
      "agencypartners@wpengine.com\n",
      "billing@wpengine.com\n",
      "http://wpengine.com\n",
      "efault@3x.png\n",
      "efault@3x.png\n",
      "press@wpengine.com\n",
      "sales@wpengine.com\n",
      "agencypartners@wpengine.com\n",
      "billing@wpengine.com\n",
      "http://prezi.com\n",
      "http://prezi.com\n",
      "http://prezi.com\n",
      "http://smallseotools.com\n",
      "abc@xyz.com\n",
      "http://smallseotools.com\n",
      "abc@xyz.com\n",
      "http://smallseotools.com\n",
      "abc@xyz.com\n",
      "http://mashable.com\n",
      "http://mashable.com\n",
      "http://mashable.com\n",
      "http://yourlust.com\n",
      "http://yourlust.com\n",
      "http://yourlust.com\n",
      "http://patch.com\n",
      "support@patch.com\n",
      "support@patch.com\n",
      "http://patch.com\n",
      "support@patch.com\n",
      "support@patch.com\n",
      "http://patch.com\n",
      "support@patch.com\n",
      "support@patch.com\n",
      "http://popupads.ir\n",
      "http://popupads.ir\n",
      "http://haberler.com\n",
      "info@haberler.com\n",
      "http://haberler.com\n",
      "info@haberler.com\n",
      "http://www.haberler.com\n",
      "info@haberler.com\n",
      "http://www.haberler.com\n",
      "info@haberler.com\n",
      "http://haberler.com\n",
      "info@haberler.com\n",
      "http://dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "//www.tiktok.com/@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "http://dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "//www.tiktok.com/@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "http://dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "//www.tiktok.com/@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "http://dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "quangcao@dantri.com.vn\n",
      "//www.tiktok.com/@dantri.com.vn\n",
      "info@dantri.com.vn\n",
      "http://askubuntu.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://askubuntu.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://askubuntu.com\n",
      "mg/apple-touch-icon@2.png\n",
      "http://espn.go.com\n",
      "espn_app_72@2x.png\n",
      "espn_app_72@2x.png\n",
      "//a.espncdn.com/redesign/assets/img/logos/espn-404@2x.png\n",
      "logo@2x.png\n",
      "logo@2x.png\n",
      "//secure.espncdn.com/paywall/ios/bkg-blur@3x.png\n",
      "http://espn.go.com\n",
      "espn_app_72@2x.png\n",
      "espn_app_72@2x.png\n",
      "//a.espncdn.com/redesign/assets/img/logos/espn-404@2x.png\n",
      "logo@2x.png\n",
      "logo@2x.png\n",
      "//secure.espncdn.com/paywall/ios/bkg-blur@3x.png\n",
      "http://www.espn.com\n",
      "espn_app_72@2x.png\n",
      "espn_app_72@2x.png\n",
      "//a.espncdn.com/redesign/assets/img/logos/espn-404@2x.png\n",
      "logo@2x.png\n",
      "logo@2x.png\n",
      "//secure.espncdn.com/paywall/ios/bkg-blur@3x.png\n",
      "http://www.espn.com\n",
      "espn_app_72@2x.png\n",
      "espn_app_72@2x.png\n",
      "//a.espncdn.com/redesign/assets/img/logos/espn-404@2x.png\n",
      "logo@2x.png\n",
      "logo@2x.png\n",
      "//secure.espncdn.com/paywall/ios/bkg-blur@3x.png\n",
      "http://espn.go.com\n",
      "espn_app_72@2x.png\n",
      "espn_app_72@2x.png\n",
      "//a.espncdn.com/redesign/assets/img/logos/espn-404@2x.png\n",
      "logo@2x.png\n",
      "logo@2x.png\n",
      "//secure.espncdn.com/paywall/ios/bkg-blur@3x.png\n",
      "http://telegraf.com.ua\n",
      "http://telegraf.com.ua\n",
      "http://telegraf.com.ua\n",
      "http://nymag.com\n",
      "//e1a6d9e4fa1c4f0a862e0943ab248dbb@o4682.ingest.sentry.io\n",
      "http://nymag.com\n",
      "//e1a6d9e4fa1c4f0a862e0943ab248dbb@o4682.ingest.sentry.io\n",
      "http://nymag.com\n",
      "//e1a6d9e4fa1c4f0a862e0943ab248dbb@o4682.ingest.sentry.io\n",
      "http://slickdeals.net\n",
      "info@slickdeals.net\n",
      "ooter/extension@3x.png\n",
      "ooter/extension@1x.png\n",
      "ooter/extension@2x.png\n",
      "ooter/extension@3x.png\n",
      "ooter/android@3x.png\n",
      "ooter/android@1x.png\n",
      "ooter/android@2x.png\n",
      "ooter/android@3x.png\n",
      "ooter/ios@3x.png\n",
      "ooter/ios@1x.png\n",
      "ooter/ios@2x.png\n",
      "ooter/ios@3x.png\n",
      "http://slickdeals.net\n",
      "info@slickdeals.net\n",
      "ooter/extension@3x.png\n",
      "ooter/extension@1x.png\n",
      "ooter/extension@2x.png\n",
      "ooter/extension@3x.png\n",
      "ooter/android@3x.png\n",
      "ooter/android@1x.png\n",
      "ooter/android@2x.png\n",
      "ooter/android@3x.png\n",
      "ooter/ios@3x.png\n",
      "ooter/ios@1x.png\n",
      "ooter/ios@2x.png\n",
      "ooter/ios@3x.png\n",
      "http://slickdeals.net\n",
      "info@slickdeals.net\n",
      "ooter/extension@3x.png\n",
      "ooter/extension@1x.png\n",
      "ooter/extension@2x.png\n",
      "ooter/extension@3x.png\n",
      "ooter/android@3x.png\n",
      "ooter/android@1x.png\n",
      "ooter/android@2x.png\n",
      "ooter/android@3x.png\n",
      "ooter/ios@3x.png\n",
      "ooter/ios@1x.png\n",
      "ooter/ios@2x.png\n",
      "ooter/ios@3x.png\n",
      "http://hdfcbank.com\n",
      "http://hdfcbank.com\n",
      "http://www.hdfcbank.com\n",
      "http://www.hdfcbank.com\n",
      "http://wikiwiki.jp\n",
      "http://wikiwiki.jp\n",
      "http://wikiwiki.jp\n",
      "http://bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "gmarchetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "mike.scacco@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "wgottlieb@bleacherreport.com\n",
      "http://bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "gmarchetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "mike.scacco@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "wgottlieb@bleacherreport.com\n",
      "http://bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sjordan@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "sfavetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "gmarchetti@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "mmiles@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "rseto@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "drew.jones@bleacherreport.com\n",
      "mike.scacco@bleacherreport.com\n",
      "ehabbel@bleacherreport.com\n",
      "wgottlieb@bleacherreport.com\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://caixa.gov.br\n",
      "http://digg.com\n",
      "http://digg.com\n",
      "http://digg.com\n",
      "http://slashdot.org\n",
      "feedback@slashdot.org\n",
      "http://slashdot.org\n",
      "feedback@slashdot.org\n",
      "http://slashdot.org\n",
      "feedback@slashdot.org\n",
      "http://bigcinema.tv\n",
      "http://bigcinema.tv\n",
      "http://bigcinema.tv\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://doodle.com\n",
      "http://wikimapia.org\n",
      "http://wikimapia.org\n",
      "http://wikimapia.org\n",
      "http://themeforest.net\n",
      "http://themeforest.net\n",
      "http://themeforest.net\n",
      "http://cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "http://cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "http://www.cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "http://www.cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "http://cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "contactus@cheezburger.com\n",
      "http://io9.com\n",
      "http://io9.com\n",
      "http://gizmodo.com\n",
      "tipbox@gizmodo.com\n",
      "http://gizmodo.com\n",
      "tipbox@gizmodo.com\n",
      "http://io9.com\n",
      "http://allrecipes.com\n",
      "http://allrecipes.com\n",
      "http://www.allrecipes.com\n",
      "http://www.allrecipes.com\n",
      "http://allrecipes.com\n",
      "http://rt.com\n",
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      "http://dropbooks.tv\n",
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      "http://skyrock.com\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/streams@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/assignments@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
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      "//hootsuite.com/dist/images/logos/hootsuite/logo@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/composer@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/assignments@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/detail/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/gartner-award@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "http://www.hootsuite.com\n",
      "//www-static.hootsuite.com/dist/images/icons/apple-touch-icon@2x.png\n",
      "//hootsuite.com/dist/images/logos/hootsuite/logo@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/assignments@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/gartner-award@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
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      "//hootsuite.com/dist/images/logos/hootsuite/logo@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1200x750_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_1600x1000_fit_center-center_40/composer@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/streams@3x.jpg\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_800x500_fit_center-center_80/streams@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/detail/_500x300_fit_center-center_80/assignments@3x.jpg\n",
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      "//www-static.hootsuite.com/uploads/images/craft/components/gartner-award@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "//www-static.hootsuite.com/uploads/images/craft/components/adweek-best-of-tech@2x.png\n",
      "http://taboola.com\n",
      "http://taboola.com\n",
      "http://www.taboola.com\n",
      "http://www.taboola.com\n",
      "http://taboola.com\n",
      "http://bongda88.info\n",
      "http://bongda88.info\n",
      "http://conservativetribune.com\n",
      "http://conservativetribune.com\n",
      "http://giphy.com\n",
      "http://giphy.com\n",
      "http://giphy.com\n",
      "http://livetv.sx\n",
      "http://livetv.sx\n",
      "http://bluegape.com\n",
      "http://bluegape.com\n",
      "http://myegy.to\n",
      "http://myegy.to\n",
      "http://ww38.myegy.to\n",
      "http://ww38.myegy.to\n",
      "http://myegy.to\n",
      "http://fc2.com\n",
      "http://fc2.com\n",
      "http://fc2.com\n",
      "http://soundcloud.com\n",
      "//a-v2.sndcdn.com/assets/images/header/cloud@2x-e5fba4606d.png\n",
      "http://soundcloud.com\n",
      "//a-v2.sndcdn.com/assets/images/header/cloud@2x-e5fba4606d.png\n",
      "http://soundcloud.com\n",
      "//a-v2.sndcdn.com/assets/images/header/cloud@2x-e5fba4606d.png\n",
      "http://ero-video.net\n",
      "http://ero-video.net\n",
      "http://ero-video.net\n",
      "http://ck101.com\n",
      "//cdn.jsdelivr.net/npm/uikit@3.7.6\n",
      "//unpkg.com/ionicons@5.2.3\n",
      "http://ck101.com\n",
      "//cdn.jsdelivr.net/npm/uikit@3.7.6\n",
      "//unpkg.com/ionicons@5.2.3\n",
      "http://move.ck101.tw\n",
      "//cdn.jsdelivr.net/npm/uikit@3.7.6\n",
      "//unpkg.com/ionicons@5.2.3\n",
      "http://move.ck101.tw\n",
      "//cdn.jsdelivr.net/npm/uikit@3.7.6\n",
      "//unpkg.com/ionicons@5.2.3\n",
      "http://ck101.com\n",
      "//cdn.jsdelivr.net/npm/uikit@3.7.6\n",
      "//unpkg.com/ionicons@5.2.3\n",
      "http://screencast.com\n",
      "http://screencast.com\n",
      "http://www.screencast.com\n",
      "http://www.screencast.com\n",
      "http://screencast.com\n",
      "http://ahrefs.com\n",
      "//static.ahrefs.com/static/assets/static/dmitry@2x-680918c29fcdf48b73b583399ae47536.png\n",
      "http://ahrefs.com\n",
      "//static.ahrefs.com/static/assets/static/dmitry@2x-680918c29fcdf48b73b583399ae47536.png\n",
      "http://ahrefs.com\n",
      "//static.ahrefs.com/static/assets/static/dmitry@2x-680918c29fcdf48b73b583399ae47536.png\n",
      "http://teespring.com\n",
      "support@teespring.com\n",
      "http://teespring.com\n",
      "support@teespring.com\n",
      "http://teespring.com\n",
      "http://9gag.tv\n",
      "http://9gag.tv\n",
      "http://dribbble.com\n",
      "http://dribbble.com\n",
      "http://dribbble.com\n",
      "http://watch-series-tv.to\n",
      "http://watch-series-tv.to\n",
      "http://ww1.watch-series-tv.to\n",
      "http://ww1.watch-series-tv.to\n",
      "http://watch-series-tv.to\n",
      "http://wordpress.org\n",
      "http://wordpress.org\n",
      "http://instagram.com\n",
      "http://www.instagram.com\n",
      "http://instagram.com\n",
      "http://sprint.com\n",
      "http://sprint.com\n",
      "http://jugem.jp\n",
      "http://jugem.jp\n",
      "http://jugem.jp\n",
      "http://foursquare.com\n",
      "http://foursquare.com\n",
      "http://foursquare.com\n",
      "http://creativemarket.com\n",
      "http://creativemarket.com\n",
      "http://wmaraci.com\n",
      "http://wmaraci.com\n",
      "http://wmaraci.com\n",
      "http://nametests.com\n",
      "http://nametests.com\n",
      "http://nametests.com\n",
      "http://pinterest.com\n",
      "http://pinterest.com\n",
      "http://amoory.com\n",
      "http://amoory.com\n",
      "http://ww1.amoory.com\n",
      "http://ww1.amoory.com\n",
      "http://amoory.com\n",
      "http://manager.co.th\n",
      "name@mymail.com\n",
      "http://manager.co.th\n",
      "name@mymail.com\n",
      "http://mgronline.com\n",
      "name@mymail.com\n",
      "http://mgronline.com\n",
      "name@mymail.com\n",
      "http://manager.co.th\n",
      "name@mymail.com\n",
      "http://archive.org\n",
      "/offshoot_assets/vendor/lit@2.0.2\n",
      "webcomponents/webcomponentsjs@2.6.0\n",
      "elastic/apm-rum@5.9.1\n",
      "http://archive.org\n",
      "/offshoot_assets/vendor/lit@2.0.2\n",
      "webcomponents/webcomponentsjs@2.6.0\n",
      "elastic/apm-rum@5.9.1\n",
      "http://archive.org\n",
      "/offshoot_assets/vendor/lit@2.0.2\n",
      "webcomponents/webcomponentsjs@2.6.0\n",
      "elastic/apm-rum@5.9.1\n",
      "http://suumo.jp\n",
      "http://suumo.jp\n",
      "http://bgr.com\n",
      "http://bgr.com\n",
      "http://bgr.com\n",
      "http://pantip.com\n",
      "http://pantip.com\n",
      "http://pantip.com\n",
      "http://avxhome.se\n",
      "http://avxhome.se\n",
      "http://avxhome.se\n",
      "http://coccoc.com\n",
      "press@coccoc.com\n",
      "press@coccoc.com\n",
      "info@coccoc.com\n",
      "u003einfo@coccoc.com\n",
      "http://coccoc.com\n",
      "press@coccoc.com\n",
      "press@coccoc.com\n",
      "info@coccoc.com\n",
      "u003einfo@coccoc.com\n",
      "http://coccoc.com\n",
      "press@coccoc.com\n",
      "press@coccoc.com\n",
      "info@coccoc.com\n",
      "u003einfo@coccoc.com\n",
      "http://alfalfalfa.com\n",
      "info@alfalfalfa.com\n",
      "http://alfalfalfa.com\n",
      "info@alfalfalfa.com\n",
      "http://worldoftanks.ru\n",
      "http://worldoftanks.ru\n",
      "http://worldoftanks.ru\n",
      "http://kizi.com\n",
      "info@azerion.com\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-ubisoft-hover@2x-f1080f77d3b80b807ad6ca022381b28ac8bb0cf73552b29f949485637273113c.png\n",
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      "//kizicdn.com/assets/series/retina/kizi-serie-bob-the-robber-hover@2x-7a2c823ecba7c4929b37f48906b98bd104b45d3d8ee84f495c8e2c74460ac4a8.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-kizi-hover@2x-1ea5b61556ef7ad50c6336afacda184980d311a6dccdf9711e13740f99f6ce88.png\n",
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      "//kizicdn.com/assets/series/retina/kizi-serie-snail-bob-hover@2x-9be9a7c2f8f417934e71cd2e7682fae5981642ad49769080f6c37b3d27de13ce.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-dynamons-hover@2x-83f7d6c8366f40633bec8437a079d78b714c7a70e8431f8009e3fa345c9704ac.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-money-movers-hover@2x-393ac454d654e8910d62f2feaa07bbb4de29aea2c10bed0c1ff8bacc20cbf760.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-3-pandas-hover@2x-272eb341b00e2e402ee48f9451650689010220000c3483848ef43d2780de2898.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-bomb-it-hover@2x-1199ece8079cfd9d689e910a96eb9128b63bf2ce8257bfe08d3d9877f30407e9.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-papa-louie-hover@2x-049adb5264c32ee699bd276ac012da1bab210b7fd7c28d796feb11e395a1b50b.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-princess-juliet-hover@2x-59cf69623a286f01df53c30425dd76b063a782e114b3d63fdd671e8fbd484dcd.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-stickman-hover@2x-5342d76be0e10c9cd7fe6563b5ed939d3b4b6b0d0125b7754d730d758e12d397.png\n",
      "http://kizi.com\n",
      "info@azerion.com\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-ubisoft-hover@2x-f1080f77d3b80b807ad6ca022381b28ac8bb0cf73552b29f949485637273113c.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-moto-x3m-hover@2x-b068d90d3f1f70452ed7196acffea32a2702faa96ff6b568fea73e43b305a8e9.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-bob-the-robber-hover@2x-7a2c823ecba7c4929b37f48906b98bd104b45d3d8ee84f495c8e2c74460ac4a8.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-kizi-hover@2x-1ea5b61556ef7ad50c6336afacda184980d311a6dccdf9711e13740f99f6ce88.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-wheely-hover@2x-ff75e4d3aa0c454cde13cd813a90c557e1e03b954ca86cc5156d3b80410bd610.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-fireboy-and-watergirl-hover@2x-86fd5ebea1279eef4bf99c02e06d292f2dc00c2e16dbef9ae58e3ce26b8cdb02.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-snail-bob-hover@2x-9be9a7c2f8f417934e71cd2e7682fae5981642ad49769080f6c37b3d27de13ce.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-dynamons-hover@2x-83f7d6c8366f40633bec8437a079d78b714c7a70e8431f8009e3fa345c9704ac.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-money-movers-hover@2x-393ac454d654e8910d62f2feaa07bbb4de29aea2c10bed0c1ff8bacc20cbf760.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-3-pandas-hover@2x-272eb341b00e2e402ee48f9451650689010220000c3483848ef43d2780de2898.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-bomb-it-hover@2x-1199ece8079cfd9d689e910a96eb9128b63bf2ce8257bfe08d3d9877f30407e9.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-papa-louie-hover@2x-049adb5264c32ee699bd276ac012da1bab210b7fd7c28d796feb11e395a1b50b.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-princess-juliet-hover@2x-59cf69623a286f01df53c30425dd76b063a782e114b3d63fdd671e8fbd484dcd.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-stickman-hover@2x-5342d76be0e10c9cd7fe6563b5ed939d3b4b6b0d0125b7754d730d758e12d397.png\n",
      "http://kizi.com\n",
      "info@azerion.com\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-ubisoft-hover@2x-f1080f77d3b80b807ad6ca022381b28ac8bb0cf73552b29f949485637273113c.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-moto-x3m-hover@2x-b068d90d3f1f70452ed7196acffea32a2702faa96ff6b568fea73e43b305a8e9.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-bob-the-robber-hover@2x-7a2c823ecba7c4929b37f48906b98bd104b45d3d8ee84f495c8e2c74460ac4a8.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-kizi-hover@2x-1ea5b61556ef7ad50c6336afacda184980d311a6dccdf9711e13740f99f6ce88.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-wheely-hover@2x-ff75e4d3aa0c454cde13cd813a90c557e1e03b954ca86cc5156d3b80410bd610.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-fireboy-and-watergirl-hover@2x-86fd5ebea1279eef4bf99c02e06d292f2dc00c2e16dbef9ae58e3ce26b8cdb02.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-snail-bob-hover@2x-9be9a7c2f8f417934e71cd2e7682fae5981642ad49769080f6c37b3d27de13ce.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-dynamons-hover@2x-83f7d6c8366f40633bec8437a079d78b714c7a70e8431f8009e3fa345c9704ac.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-money-movers-hover@2x-393ac454d654e8910d62f2feaa07bbb4de29aea2c10bed0c1ff8bacc20cbf760.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-3-pandas-hover@2x-272eb341b00e2e402ee48f9451650689010220000c3483848ef43d2780de2898.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-bomb-it-hover@2x-1199ece8079cfd9d689e910a96eb9128b63bf2ce8257bfe08d3d9877f30407e9.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-papa-louie-hover@2x-049adb5264c32ee699bd276ac012da1bab210b7fd7c28d796feb11e395a1b50b.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-princess-juliet-hover@2x-59cf69623a286f01df53c30425dd76b063a782e114b3d63fdd671e8fbd484dcd.png\n",
      "//kizicdn.com/assets/series/retina/kizi-serie-stickman-hover@2x-5342d76be0e10c9cd7fe6563b5ed939d3b4b6b0d0125b7754d730d758e12d397.png\n",
      "http://filehippo.com\n",
      "http://filehippo.com\n",
      "http://filehippo.com\n",
      "http://mainichi.jp\n",
      "http://mainichi.jp\n",
      "http://mainichi.jp\n",
      "http://faithtap.com\n",
      "//ijr.com/wp-content/uploads/2021/08/ft-1200@2x.png\n",
      "http://faithtap.com\n",
      "//ijr.com/wp-content/uploads/2021/08/ft-1200@2x.png\n",
      "http://ijr.com\n",
      "http://ijr.com\n",
      "http://faithtap.com\n",
      "//ijr.com/wp-content/uploads/2021/08/ft-1200@2x.png\n",
      "http://tsite.jp\n",
      "http://tsite.jp\n",
      "http://tsite.jp\n",
      "http://tsite.jp\n",
      "http://tsite.jp\n",
      "http://bmi.ir\n",
      "http://bmi.ir\n",
      "http://subscene.com\n",
      "http://subscene.com\n",
      "http://subscene.com\n",
      "http://dealnews.com\n",
      "jsmith@example.com\n",
      "jsmith@example.com\n",
      "jdoe@example.com\n",
      "http://dealnews.com\n",
      "jsmith@example.com\n",
      "jsmith@example.com\n",
      "jdoe@example.com\n",
      "http://www.dealnews.com\n",
      "jsmith@example.com\n",
      "jsmith@example.com\n",
      "jdoe@example.com\n",
      "http://www.dealnews.com\n",
      "jsmith@example.com\n",
      "jsmith@example.com\n",
      "jdoe@example.com\n",
      "http://dealnews.com\n",
      "jsmith@example.com\n",
      "jsmith@example.com\n",
      "jdoe@example.com\n",
      "http://h2porn.com\n",
      "http://h2porn.com\n",
      "http://pornvideost.com\n",
      "http://h2porn.com\n",
      "http://alohatube.com\n",
      "http://www.alohatube.com\n",
      "http://www.alohatube.com\n",
      "http://alohatube.com\n",
      "http://ameblo.jp\n",
      "roperties@4.1.0\n",
      "http://ameblo.jp\n",
      "roperties@4.1.0\n",
      "http://ameblo.jp\n",
      "roperties@4.1.0\n",
      "http://mygpstrip.net\n",
      "http://mygpstrip.net\n",
      "http://mygpstrip.net\n",
      "http://milpitaslions.com\n",
      "milpitaslions@gmail.com\n",
      "milpitaslions@gmail.com\n",
      "milpitasmasks@yahoo.com\n",
      "http://milpitaslions.com\n",
      "milpitaslions@gmail.com\n",
      "milpitaslions@gmail.com\n",
      "milpitasmasks@yahoo.com\n",
      "http://www.milpitaslions.com\n",
      "milpitaslions@gmail.com\n",
      "milpitaslions@gmail.com\n",
      "milpitasmasks@yahoo.com\n",
      "http://www.milpitaslions.com\n",
      "milpitaslions@gmail.com\n",
      "milpitaslions@gmail.com\n",
      "milpitasmasks@yahoo.com\n",
      "http://milpitaslions.com\n",
      "milpitaslions@gmail.com\n",
      "milpitaslions@gmail.com\n",
      "milpitasmasks@yahoo.com\n",
      "http://pastimenangqq101.com\n",
      "http://firebasestorage.googleapis.com\n",
      "http://firebasestorage.googleapis.com\n",
      "http://cheaproomsvalencia.com\n",
      "http://cheaproomsvalencia.com\n",
      "http://aprenderparaser.com.br\n",
      "http://aprenderparaser.com.br\n",
      "http://kinemind.com\n",
      "http://kinemind.com\n",
      "http://kinemind.com\n",
      "http://han.gl\n",
      "http://han.gl\n",
      "http://han.gl\n",
      "http://han.gl\n",
      "http://han.gl\n",
      "http://u.to\n",
      "http://u.to\n",
      "http://u.to\n",
      "http://u.to\n",
      "http://u.to\n",
      "http://faktor.rs\n",
      "http://faktor.rs\n",
      "http://www.faktor.rs\n",
      "http://www.faktor.rs\n",
      "http://centromusicalpaternense.es\n",
      "http://centromusicalpaternense.es\n",
      "http://centromusicalpaternense.es\n",
      "http://centromusicalpaternense.es\n",
      "http://www.centromusicalpaternense.es\n",
      "http://www.centromusicalpaternense.es\n",
      "http://centromusicalpaternense.es\n",
      "http://verificare.sella.corporateportal.aggiorniituoidati.com\n",
      "http://verificare.sella.corporateportal.aggiorniituoidati.com\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
      "http://biced.iainbukittinggi.ac.id\n",
      "biced@iainbukittinggi.ac.id\n",
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      "http://dailyexclusiveoffer.com\n",
      "http://dailyexclusiveoffer.com\n",
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      "http://app-sicredi-br.wpdevcloud.com\n",
      "http://app-sicredi-br.wpdevcloud.com\n",
      "http://maticcoupon.com\n",
      "http://maticcoupon.com\n",
      "http://ig-fosa.ch\n",
      "http://ig-fosa.ch\n",
      "http://enigreen.net\n",
      "http://enigreen.net\n",
      "http://bancoestado700.blogspot.com\n",
      "http://bancoestado700.blogspot.com\n",
      "http://bancoestado700.blogspot.com\n",
      "http://webapp186332.ip-172-104-4-187.cloudezapp.io\n",
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      "http://digibarre.pt\n",
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      "http://bitscases.gq\n",
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      "http://icloud.com.apple-findmyiphone.world\n",
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      "http://ovastor.egnyte.com\n",
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      "http://payuupal.ddns.net\n",
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      "http://playarprint.com\n",
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      "http://deref-gmx.net\n",
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      "http://mobileacesso24horas.com\n",
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      "http://wwedvm.appspot.com\n",
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      "http://kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "http://kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "http://kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "http://kanzleiservice.de\n",
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      "kontakt@kanzleiservice.de\n",
      "http://kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "kontakt@kanzleiservice.de\n",
      "http://tik.info.pl\n",
      "http://tik.info.pl\n",
      "http://itaucomvoce.com\n",
      "http://itaucomvoce.com\n",
      "http://mobrandsglobal.com\n",
      "http://mobrandsglobal.com\n",
      "http://acessoriamente.com\n",
      "http://acessoriamente.com\n",
      "http://cache.nebula.phx3.secureserver.net\n",
      "http://cache.nebula.phx3.secureserver.net\n",
      "http://dbsdemoonline.com\n",
      "http://dbsdemoonline.com\n",
      "http://locksmail.com\n",
      "http://locksmail.com\n",
      "http://cafecitoperez.ivanidzakovic.com\n",
      "http://cafecitoperez.ivanidzakovic.com\n",
      "http://upd-medlav.net\n",
      "http://upd-medlav.net\n",
      "http://login.live.com.skyhigh9157.ms-office-365-email.skyhigh9157.myshn.net\n",
      "http://login.live.com.skyhigh9157.ms-office-365-email.skyhigh9157.myshn.net\n",
      "http://verify.mypaypdetails.com\n",
      "http://verify.mypaypdetails.com\n",
      "http://bradesconext.digital\n",
      "http://bradesconext.digital\n",
      "http://lum4.com\n",
      "http://lum4.com\n",
      "http://kaizenpak.com\n",
      "http://kaizenpak.com\n",
      "http://kaizenengineering.org\n",
      "http://chunkyfrog.co.uk\n",
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      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "http://chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "http://www.chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "http://www.chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "http://chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "enquiries@chunkyfrog.co.uk\n",
      "http://rebrand.ly\n",
      "support@rebrandly.com\n",
      "http://rebrand.ly\n",
      "support@rebrandly.com\n",
      "http://www.rebrandly.com\n",
      "support@rebrandly.com\n",
      "http://www.rebrandly.com\n",
      "support@rebrandly.com\n",
      "http://rebrand.ly\n",
      "support@rebrandly.com\n",
      "http://livraisonspeed01.cloudaccess.host\n",
      "http://livraisonspeed01.cloudaccess.host\n",
      "http://atualizarboletovencido.com.br\n",
      "http://atualizarboletovencido.com.br\n",
      "http://atualizarboletovencido.com.br\n",
      "http://developsys.net\n",
      "http://developsys.net\n",
      "http://lynkos.com.br\n",
      "http://lynkos.com.br\n",
      "http://lynkos.com.br\n",
      "http://lynkos.com.br\n",
      "http://lynkos.com.br\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://trsresourcing-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://gulfeducationservices.com\n",
      "http://gulfeducationservices.com\n",
      "http://gulfeducationservices.com\n",
      "http://mercvdonegro.com\n",
      "http://mercvdonegro.com\n",
      "http://punnetthomes.com\n",
      "//static.parastorage.com/unpkg/core-js-bundle@3.2.1\n",
      "//static.parastorage.com/unpkg/focus-within-polyfill@5.0.9\n",
      "//605a7baede844d278b89dc95ae0a9123@sentry-next.wixpress.com\n",
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      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "//static.parastorage.com/unpkg/lodash@4.17.21\n",
      "//static.parastorage.com/unpkg/react@16.13.1\n",
      "//static.parastorage.com/unpkg/react-dom@16.13.1\n",
      "clynch@trydent.org\n",
      "clynch@trydent.org\n",
      "//static.parastorage.com/unpkg/react-dom@16.13.1\n",
      "http://trydent.org\n",
      "//static.parastorage.com/unpkg/core-js-bundle@3.2.1\n",
      "//static.parastorage.com/unpkg/focus-within-polyfill@5.0.9\n",
      "//605a7baede844d278b89dc95ae0a9123@sentry-next.wixpress.com\n",
      "//831126cb46b74583bf6f72c5061cba9d@sentry-viewer.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/dd0a55ccb8124b9c9d938e3acf41f8aa@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/f1ffc0b5efe04e9eb9762cd808722520@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/ea002ae7678c4b8db9a0bb5b9175faaf@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "/1eeb89147c984dc6bc3ffafd9e6cd089@sentry.wixpress.com\n",
      "//static.parastorage.com/unpkg/lodash@4.17.21\n",
      "//static.parastorage.com/unpkg/react@16.13.1\n",
      "//static.parastorage.com/unpkg/react-dom@16.13.1\n",
      "clynch@trydent.org\n",
      "clynch@trydent.org\n",
      "//static.parastorage.com/unpkg/react-dom@16.13.1\n",
      "http://koreansamurai.com.au\n",
      "http://koreansamurai.com.au\n",
      "http://betasus-giir.blogspot.com\n",
      "http://betasus-giir.blogspot.com\n",
      "http://my-paypal-verification.com\n",
      "http://my-paypal-verification.com\n",
      "http://scorva.com\n",
      "http://scorva.com\n",
      "http://www.scorva.com\n",
      "http://www.scorva.com\n",
      "http://scorva.com\n",
      "http://networksgates.ma\n",
      "http://perdoesdiesel.com.br\n",
      "pdl@perdoesdiesel.com.br\n",
      "http://perdoesdiesel.com.br\n",
      "pdl@perdoesdiesel.com.br\n",
      "http://www.perdoesdiesel.com.br\n",
      "pdl@perdoesdiesel.com.br\n",
      "http://www.perdoesdiesel.com.br\n",
      "pdl@perdoesdiesel.com.br\n",
      "http://perdoesdiesel.com.br\n",
      "pdl@perdoesdiesel.com.br\n",
      "http://caribconnectlaw.com\n",
      "http://caribconnectlaw.com\n",
      "http://wspolnie.com.pl\n",
      "stowarzyszenie.wspolnie.grudz@gmail.com\n",
      "//stowarzyszenie.wspolnie.grudz@gmail.com\n",
      "http://wspolnie.com.pl\n",
      "stowarzyszenie.wspolnie.grudz@gmail.com\n",
      "//stowarzyszenie.wspolnie.grudz@gmail.com\n",
      "http://heeressport.at\n",
      "ien/@48.2186013\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "http://heeressport.at\n",
      "ien/@48.2186013\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "office@heeressport.at\n",
      "http://davidsonandbeks.com\n",
      "http://davidsonandbeks.com\n",
      "http://capminvestment.com\n",
      "http://capminvestment.com\n",
      "http://ww33.informeapp.me\n",
      "http://ww33.informeapp.me\n",
      "http://t.co\n",
      "http://t.co\n",
      "http://t.co\n",
      "http://t.co\n",
      "http://t.co\n",
      "http://vergaralandscaping.com\n",
      "http://vergaralandscaping.com\n",
      "http://exoticslimmingherbs.com\n",
      "http://exoticslimmingherbs.com\n",
      "http://mockup.metradigitalmedia.com\n",
      "http://mockup.metradigitalmedia.com\n",
      "http://zilojo.com\n",
      "info@zilojo.com\n",
      "info@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "jobs@zilojo.com\n",
      "http://zilojo.com\n",
      "info@zilojo.com\n",
      "info@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "jobs@zilojo.com\n",
      "http://zilojo.com\n",
      "info@zilojo.com\n",
      "info@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "jobs@zilojo.com\n",
      "http://zilojo.com\n",
      "info@zilojo.com\n",
      "info@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "jobs@zilojo.com\n",
      "http://zilojo.com\n",
      "info@zilojo.com\n",
      "info@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "ukoffice@zilojo.com\n",
      "jobs@zilojo.com\n",
      "http://versionprowebss.myfreesites.net\n",
      "http://versionprowebss.myfreesites.net\n",
      "http://versionprowebss.myfreesites.net\n",
      "http://versionprowebss.myfreesites.net\n",
      "http://versionprowebss.myfreesites.net\n",
      "http://advonationusa.com\n",
      "http://advonationusa.com\n",
      "http://advonationusa.com\n",
      "http://fidoprovider.com\n",
      "http://fidoprovider.com\n",
      "http://stikerpackvkk.000webhostapp.com\n",
      "http://stikerpackvkk.000webhostapp.com\n",
      "http://paypal.co.uk.userusau0jsescq.settingsppup.com\n",
      "http://paypal.co.uk.userusau0jsescq.settingsppup.com\n",
      "http://ww17.paypal.co.uk.userusau0jsescq.settingsppup.com\n",
      "http://ww17.paypal.co.uk.userusau0jsescq.settingsppup.com\n",
      "http://paypal.co.uk.userusau0jsescq.settingsppup.com\n",
      "http://gembrite.co.uk\n",
      "http://gembrite.co.uk\n",
      "http://gembrite.co.uk\n",
      "http://gembrite.co.uk\n",
      "http://gembrite.co.uk\n",
      "http://baprov-visahome.com\n",
      "http://baprov-visahome.com\n",
      "http://starlingintlbnk.com\n",
      "http://starlingintlbnk.com\n",
      "http://parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "http://parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "http://parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "http://parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "http://parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "kontakt@parafiaczarkow.ns48.pl\n",
      "http://ecotaskforce.com\n",
      "http://ecotaskforce.com\n",
      "http://www.ecotaskforce.com\n",
      "http://www.ecotaskforce.com\n",
      "http://ecotaskforce.com\n",
      "http://marmaladedigital.in\n",
      "http://marmaladedigital.in\n",
      "http://marmaladedigital.in\n",
      "http://marmaladedigital.in\n",
      "http://marmaladedigital.in\n",
      "http://meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "http://meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "http://meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "http://meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "webmaster@meganmacylesolutions.com\n",
      "http://sellao-managero.joomla.com\n",
      "http://sellao-managero.joomla.com\n",
      "http://gerdalights.buzz\n",
      "http://gerdalights.buzz\n",
      "http://cheaphostingsa.co.za\n",
      "http://cheaphostingsa.co.za\n",
      "http://cheaphostingsa.co.za\n",
      "http://gtc-electronica.com\n",
      "http://gtc-electronica.com\n",
      "http://powaywelding.com\n",
      "http://powaywelding.com\n",
      "http://u.nu\n",
      "http://u.nu\n",
      "http://u.nu\n",
      "http://u.nu\n",
      "http://u.nu\n",
      "http://villasakuraubud.com\n",
      "villasakura1ubud@gmail.com\n",
      "gd_rai@yahoo.com\n",
      "http://villasakuraubud.com\n",
      "villasakura1ubud@gmail.com\n",
      "gd_rai@yahoo.com\n",
      "http://villasakuraubud.com\n",
      "villasakura1ubud@gmail.com\n",
      "gd_rai@yahoo.com\n",
      "http://villasakuraubud.com\n",
      "villasakura1ubud@gmail.com\n",
      "gd_rai@yahoo.com\n",
      "http://powr.io\n",
      "support@powr.io\n",
      "content='support@powr.io\n",
      "content='support@powr.io\n",
      "src='//cdn.jsdelivr.net/npm/jquery@1.11.2\n",
      "support@powr.io\n",
      "http://powr.io\n",
      "support@powr.io\n",
      "content='support@powr.io\n",
      "content='support@powr.io\n",
      "src='//cdn.jsdelivr.net/npm/jquery@1.11.2\n",
      "support@powr.io\n",
      "http://www.powr.io\n",
      "support@powr.io\n",
      "content='support@powr.io\n",
      "content='support@powr.io\n",
      "src='//cdn.jsdelivr.net/npm/jquery@1.11.2\n",
      "support@powr.io\n",
      "http://www.powr.io\n",
      "support@powr.io\n",
      "content='support@powr.io\n",
      "content='support@powr.io\n",
      "src='//cdn.jsdelivr.net/npm/jquery@1.11.2\n",
      "support@powr.io\n",
      "http://powr.io\n",
      "support@powr.io\n",
      "content='support@powr.io\n",
      "content='support@powr.io\n",
      "src='//cdn.jsdelivr.net/npm/jquery@1.11.2\n",
      "support@powr.io\n",
      "http://lucidfestival.com\n",
      "http://lucidfestival.com\n",
      "http://lucidfestival.com\n",
      "http://xn--sparkass-i1a.connect-1412.de\n",
      "http://xn--sparkass-i1a.connect-1412.de\n",
      "http://hltps-wwv-bancoripley-cl.publicidadtechtre.com\n",
      "http://hltps-wwv-bancoripley-cl.publicidadtechtre.com\n",
      "http://venturegroupit.com\n",
      "http://venturegroupit.com\n",
      "http://ndt-college.kz\n",
      "http://ndt-college.kz\n",
      "http://cherrydancefitness.co.uk\n",
      "http://cherrydancefitness.co.uk\n",
      "http://cherrydancefitness.co.uk\n",
      "http://cherrydancefitness.co.uk\n",
      "http://www.cherrydancefitness.co.uk\n",
      "http://www.cherrydancefitness.co.uk\n",
      "http://cherrydancefitness.co.uk\n",
      "http://outdoorism.com.au\n",
      "http://outdoorism.com.au\n",
      "http://outdoorism.com.au\n",
      "http://hmrc.tax2rebate.com\n",
      "http://hmrc.tax2rebate.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://glighting-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://espace-client.net\n",
      "http://espace-client.net\n",
      "http://espace-client.net\n",
      "http://bit.ly\n",
      "http://bit.ly\n",
      "http://bitly.com\n",
      "http://bitly.com\n",
      "http://bit.ly\n",
      "http://my-3mobile.com\n",
      "http://my-3mobile.com\n",
      "http://stevencrews.com\n",
      "http://stevencrews.com\n",
      "http://yourfreephoneapp.com\n",
      "http://yourfreephoneapp.com\n",
      "http://chase-verification.diligencees.com\n",
      "http://chase-verification.diligencees.com\n",
      "http://forms.gle\n",
      "http://forms.gle\n",
      "http://forms.gle\n",
      "http://forms.gle\n",
      "http://whare.100webspace.net\n",
      "http://whare.100webspace.net\n",
      "http://whare.100webspace.net\n",
      "http://labyrinthtanning.com\n",
      "http://labyrinthtanning.com\n",
      "http://labyrinthtanning.com\n",
      "http://labyrinthtanning.com\n",
      "http://labyrinthtanning.com\n",
      "http://updatequota.byethost5.com\n",
      "http://updatequota.byethost5.com\n",
      "http://updatequota.byethost5.com\n",
      "http://santuariodelaveronica.com\n",
      "santuariodelaveronica@gmail.com\n",
      "santuariodelaveronica@gmail.com\n",
      "http://santuariodelaveronica.com\n",
      "santuariodelaveronica@gmail.com\n",
      "santuariodelaveronica@gmail.com\n",
      "http://santuariodelaveronica.com\n",
      "santuariodelaveronica@gmail.com\n",
      "santuariodelaveronica@gmail.com\n",
      "http://santuariodelaveronica.com\n",
      "santuariodelaveronica@gmail.com\n",
      "santuariodelaveronica@gmail.com\n",
      "http://santuariodelaveronica.com\n",
      "santuariodelaveronica@gmail.com\n",
      "santuariodelaveronica@gmail.com\n",
      "http://delgadaygordo.com\n",
      "http://delgadaygordo.com\n",
      "http://www.delgadaygordo.com\n",
      "http://www.delgadaygordo.com\n",
      "http://delgadaygordo.com\n",
      "http://solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "//unpkg.com/ionicons@5.0.0\n",
      "//cdn.jsdelivr.net/npm/jquery-bez@1.0.11\n",
      "http://solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "//unpkg.com/ionicons@5.0.0\n",
      "//cdn.jsdelivr.net/npm/jquery-bez@1.0.11\n",
      "http://solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "//unpkg.com/ionicons@5.0.0\n",
      "//cdn.jsdelivr.net/npm/jquery-bez@1.0.11\n",
      "http://solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "//unpkg.com/ionicons@5.0.0\n",
      "//cdn.jsdelivr.net/npm/jquery-bez@1.0.11\n",
      "http://solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "nfo@solutionsksa.com\n",
      "//unpkg.com/ionicons@5.0.0\n",
      "//cdn.jsdelivr.net/npm/jquery-bez@1.0.11\n",
      "http://modsecpaststudents.com\n",
      "http://modsecpaststudents.com\n",
      "http://modsecpaststudents.com\n",
      "http://slempresas.com.br\n",
      "http://slempresas.com.br\n",
      "http://thebankbandb.com.au\n",
      "http://thebankbandb.com.au\n",
      "http://videosfacebook.today\n",
      "http://videosfacebook.today\n",
      "http://trustveda.com\n",
      "http://trustveda.com\n",
      "http://trustveda.com\n",
      "http://trustveda.com\n",
      "http://trustayurveda.com\n",
      "info@trustayurveda.com\n",
      "support@trustayurveda.com\n",
      "http://trustayurveda.com\n",
      "info@trustayurveda.com\n",
      "support@trustayurveda.com\n",
      "http://trustayurveda.com\n",
      "info@trustayurveda.com\n",
      "support@trustayurveda.com\n",
      "http://trustayurveda.com\n",
      "info@trustayurveda.com\n",
      "support@trustayurveda.com\n",
      "http://trustveda.com\n",
      "http://link.do\n",
      "http://link.do\n",
      "http://link.do\n",
      "http://link.do\n",
      "http://link.do\n",
      "http://thelogodept.com\n",
      "http://thelogodept.com\n",
      "http://thelogodept.com\n",
      "http://thelogodept.com\n",
      "http://thelogodept.com\n",
      "http://couter-nad.firebaseapp.com\n",
      "http://couter-nad.firebaseapp.com\n",
      "http://couter-nad.firebaseapp.com\n",
      "http://couter-nad.firebaseapp.com\n",
      "http://yourfitnesscorner.com\n",
      "http://yourfitnesscorner.com\n",
      "http://emporio71.com.br\n",
      "http://emporio71.com.br\n",
      "http://aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "http://aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "http://aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "http://aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "http://aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "atendimento@aurapropaganda.com\n",
      "http://phytoger.com\n",
      "http://phytoger.com\n",
      "http://birrasalentoshop.it\n",
      "http://birrasalentoshop.it\n",
      "http://www.birrasalentoshop.it\n",
      "http://www.birrasalentoshop.it\n",
      "http://www.birrasalentoshop.it\n",
      "http://www.birrasalentoshop.it\n",
      "http://birrasalentoshop.it\n",
      "http://oninet.al\n",
      "http://oninet.al\n",
      "http://www2.fluoder.com.py\n",
      "//unpkg.com/aos@2.3.1\n",
      "//unpkg.com/aos@2.3.1\n",
      "info@fluoder.com.py\n",
      "info@fluoder.com.py\n",
      "http://www2.fluoder.com.py\n",
      "//unpkg.com/aos@2.3.1\n",
      "//unpkg.com/aos@2.3.1\n",
      "info@fluoder.com.py\n",
      "info@fluoder.com.py\n",
      "http://www2.fluoder.com.py\n",
      "//unpkg.com/aos@2.3.1\n",
      "//unpkg.com/aos@2.3.1\n",
      "info@fluoder.com.py\n",
      "info@fluoder.com.py\n",
      "http://mtmonly.com\n",
      "http://mtmonly.com\n",
      "http://grindtimegym.com\n",
      "http://grindtimegym.com\n",
      "http://grindtimegym.com\n",
      "http://pd-iskra-lj.si\n",
      "http://pd-iskra-lj.si\n",
      "http://nef.com.pk\n",
      "http://nef.com.pk\n",
      "http://hamt.jp\n",
      "http://hamt.jp\n",
      "http://dongsuh.net\n",
      "http://dongsuh.net\n",
      "http://dongsuh.net\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://netorgft1432979-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://pattiturner.com\n",
      "http://pattiturner.com\n",
      "http://pattiturner.com\n",
      "http://ganhar.giftgratis.online\n",
      "http://ganhar.giftgratis.online\n",
      "http://unlockghana.com\n",
      "http://unlockghana.com\n",
      "http://kortalankar.se\n",
      "http://kortalankar.se\n",
      "http://kortalankar.se\n",
      "http://kortalankar.se\n",
      "http://kortalankar.se\n",
      "http://drcorreamejoresimplantes.com\n",
      "http://drcorreamejoresimplantes.com\n",
      "http://worldfreestuff.icu\n",
      "http://worldfreestuff.icu\n",
      "http://s2pe7ed9y.rj.r.appspot.com\n",
      "http://s2pe7ed9y.rj.r.appspot.com\n",
      "http://sidreriagalastur.es\n",
      "http://sidreriagalastur.es\n",
      "http://wizmozinteractive.com\n",
      "http://wizmozinteractive.com\n",
      "http://s.id\n",
      "//tiktok.com/@home.s.id\n",
      "u003ehelpdesk@s.id\n",
      "http://s.id\n",
      "//tiktok.com/@home.s.id\n",
      "u003ehelpdesk@s.id\n",
      "http://housefullfilms.com\n",
      "http://housefullfilms.com\n",
      "http://housefullfilms.com\n",
      "http://mycarauctionad.com\n",
      "http://mycarauctionad.com\n",
      "http://wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "http://wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "http://wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "http://wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "http://wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "comercial@wkrprime.com.br\n",
      "http://box5674.temp.domains\n",
      "http://box5674.temp.domains\n",
      "http://rangkapselari.com\n",
      "http://rangkapselari.com\n",
      "http://rangkapselari.com\n",
      "http://rangkapselari.com\n",
      "http://rangkapselari.com\n",
      "http://holychildschool.co.in\n",
      "http://holychildschool.co.in\n",
      "http://vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "http://www.vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "http://www.vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "http://vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "support@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "mgnurture@vadodaramarathon.com\n",
      "http://faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "http://faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "http://faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "http://faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "http://faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "info@faridabadeducationcouncil.com\n",
      "http://inlineglass.com.au\n",
      "http://inlineglass.com.au\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://careeracademysb-my.sharepoint.com\n",
      "someone@example.com\n",
      "someone@example.com\n",
      "http://istanbulasiklari.com\n",
      "http://istanbulasiklari.com\n",
      "http://hairdame.com\n",
      "http://hairdame.com\n",
      "http://splash-laundromatlv.com\n",
      "http://splash-laundromatlv.com\n",
      "http://splash-laundromatlv.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://bdsfa.sharepoint.com\n",
      "someone@example.com\n",
      "http://dichvuvnpt.com\n",
      "http://dichvuvnpt.com\n",
      "http://dichvuvnpt.com\n",
      "http://khurramandcosolicitors.com\n",
      "info@khurramandcosolicitors.com\n",
      "http://khurramandcosolicitors.com\n",
      "info@khurramandcosolicitors.com\n",
      "http://khurramandcosolicitors.com\n",
      "info@khurramandcosolicitors.com\n",
      "http://khurramandcosolicitors.com\n",
      "info@khurramandcosolicitors.com\n",
      "http://khurramandcosolicitors.com\n",
      "info@khurramandcosolicitors.com\n",
      "http://oaep.diw.go.th\n",
      "http://oaep.diw.go.th\n",
      "http://agendarsaque-fgts.online\n",
      "http://agendarsaque-fgts.online\n",
      "http://puntaarenas.cl\n",
      "http://puntaarenas.cl\n",
      "http://puntaarenas.cl\n",
      "http://puntaarenas.cl\n",
      "http://puntaarenas.cl\n",
      "http://itir4.app.link\n",
      "http://itir4.app.link\n",
      "http://prakasaws.com\n",
      "http://prakasaws.com\n",
      "http://10c56fb8-6ae8-4d40-bb14-a3890c961371.htmlcomponentservice.com\n",
      "http://10c56fb8-6ae8-4d40-bb14-a3890c961371.htmlcomponentservice.com\n",
      "http://myozhost.com\n",
      "http://myozhost.com\n",
      "http://myozhost.com\n",
      "http://myozhost.com\n",
      "http://myozhost.com\n",
      "http://moonkahonda.com\n",
      "http://moonkahonda.com\n",
      "http://paypal.account.com.cuteideas.gr\n",
      "http://paypal.account.com.cuteideas.gr\n",
      "http://alergiaalpolen.com\n",
      "indalocodex@gmail.com\n",
      "indalocodex@gmail.com\n",
      "http://alergiaalpolen.com\n",
      "indalocodex@gmail.com\n",
      "indalocodex@gmail.com\n",
      "http://alergiaalpolen.com\n",
      "indalocodex@gmail.com\n",
      "indalocodex@gmail.com\n",
      "http://alergiaalpolen.com\n",
      "indalocodex@gmail.com\n",
      "indalocodex@gmail.com\n",
      "http://alergiaalpolen.com\n",
      "indalocodex@gmail.com\n",
      "indalocodex@gmail.com\n",
      "http://travelingwithdee.com\n",
      "http://travelingwithdee.com\n",
      "http://travelingwithdee.com\n",
      "http://gov.hmrc.refund-apply.uk\n",
      "http://gov.hmrc.refund-apply.uk\n",
      "http://comoliberarhuawei.com\n",
      "http://comoliberarhuawei.com\n",
      "http://icloud.com.support-careplus.com\n",
      "http://icloud.com.support-careplus.com\n",
      "http://authpro.com\n",
      "http://authpro.com\n",
      "http://authpro.com\n",
      "http://authpro.com\n",
      "http://authpro.com\n",
      "http://c1770209.ferozo.com\n",
      "http://c1770209.ferozo.com\n",
      "http://rockysite.net\n",
      "http://rockysite.net\n",
      "http://rockysite.net\n",
      "http://rockysite.net\n",
      "http://rockysite.net\n",
      "http://blackinfinite.catalogoderecompensas.com.br\n",
      "http://blackinfinite.catalogoderecompensas.com.br\n",
      "http://blackinfinite.catalogoderecompensas.com.br\n",
      "http://blackinfinite.catalogoderecompensas.com.br\n",
      "http://blackinfinite.catalogoderecompensas.com.br\n",
      "http://zxe32szefr3.000webhostapp.com\n",
      "http://zxe32szefr3.000webhostapp.com\n",
      "http://diagnosticandstatisticalmanual.org\n",
      "http://diagnosticandstatisticalmanual.org\n",
      "http://www.mygbhp.com\n",
      "http://www.mygbhp.com\n",
      "http://diagnosticandstatisticalmanual.org\n",
      "http://lqw9r6y8q.codesandbox.io\n",
      "http://lqw9r6y8q.codesandbox.io\n",
      "http://lqw9r6y8q.codesandbox.io\n",
      "http://lqw9r6y8q.codesandbox.io\n",
      "http://lqw9r6y8q.codesandbox.io\n",
      "http://pattybarrueta.com\n",
      "http://pattybarrueta.com\n",
      "http://beetleart.com.tr\n",
      "http://beetleart.com.tr\n",
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      "http://qrxhskj.cluster028.hosting.ovh.net\n",
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      "http://livenmitac-my.sharepoint.com\n",
      "someone@example.com\n",
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      "someone@example.com\n",
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      "someone@example.com\n",
      "http://livenmitac-my.sharepoint.com\n",
      "someone@example.com\n",
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      "someone@example.com\n",
      "http://kirkwoodbowlfoundation.org\n",
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      "http://alquileres.com.py\n",
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      "http://alquileres.com.py\n",
      "contacto@alquileres.com.py\n",
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      "http://alquileres.com.py\n",
      "contacto@alquileres.com.py\n",
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      "http://igrzyskasto.pl\n",
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      "http://theapple-tech.com\n",
      "-01_180x@2x.png\n",
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      "http://dstrict.at\n",
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      "-01_180x@2x.png\n",
      "-2020-03-02-18-12-31_1_200x@2x.jpg\n",
      "http://dstrict.at\n",
      "-01_180x@2x.png\n",
      "-2020-03-02-18-12-31_1_200x@2x.jpg\n",
      "http://dstrict.at\n",
      "-01_180x@2x.png\n",
      "-2020-03-02-18-12-31_1_200x@2x.jpg\n",
      "http://theapple-tech.com\n",
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      "customer@martazancanaro.com\n",
      "customer@martazancanaro.com\n",
      "http://martazancanaro.com\n",
      "customer@martazancanaro.com\n",
      "customer@martazancanaro.com\n",
      "http://martazancanaro.com\n",
      "customer@martazancanaro.com\n",
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      "http://gooyatoronto.com\n",
      "http://gooyatoronto.com\n",
      "http://metrological-focus.000webhostapp.com\n",
      "http://metrological-focus.000webhostapp.com\n",
      "http://zonasegurobetabcp.com\n",
      "http://zonasegurobetabcp.com\n",
      "http://zrq2y.weblium.site\n",
      "http://zrq2y.weblium.site\n",
      "http://zrq2y.weblium.site\n",
      "http://zrq2y.weblium.site\n",
      "http://youngil.co.kr\n",
      "webmaster@example.com\n",
      "http://youngil.co.kr\n",
      "webmaster@example.com\n",
      "http://hm-onlineapplication.ga\n",
      "http://hm-onlineapplication.ga\n",
      "http://secure.runescape.com-en.ru\n",
      "http://secure.runescape.com-en.ru\n",
      "http://etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "http://etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "http://www.etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "http://www.etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "http://etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "admin@etecindsvc.com\n",
      "http://center302.team\n",
      "http://center302.team\n",
      "http://3.ly\n",
      "http://3.ly\n",
      "http://3.ly\n",
      "http://3.ly\n",
      "http://www.shrunken.com\n",
      "http://www.shrunken.com\n",
      "http://www.shrunken.com\n",
      "http://www.shrunken.com\n",
      "http://3.ly\n",
      "http://intesagruppoisp-web.000webhostapp.com\n",
      "http://intesagruppoisp-web.000webhostapp.com\n",
      "http://onedrive.live.com\n",
      "http://onedrive.live.com\n",
      "http://onedrive.live.com\n",
      "http://onedrive.live.com\n",
      "http://onedrive.live.com\n",
      "http://wildpridesafaris.com\n",
      "http://wildpridesafaris.com\n",
      "http://sriutamahub.com\n",
      "http://sriutamahub.com\n",
      "http://sriutamahub.com\n",
      "http://accurate-engineers.in\n",
      "http://accurate-engineers.in\n",
      "http://accurate-engineers.in\n",
      "http://appleid.apple.com.secured-login-recuperation-id.world\n",
      "http://appleid.apple.com.secured-login-recuperation-id.world\n",
      "http://grupocamco.cl\n",
      "http://grupocamco.cl\n",
      "http://kidms.com\n",
      "http://kidms.com\n",
      "http://paypalp.ontraport.com\n",
      "http://bethesdaalur.org\n",
      "http://bethesdaalur.org\n",
      "http://inconfis.com\n",
      "http://inconfis.com\n",
      "http://se-connecter.net\n",
      "http://se-connecter.net\n",
      "http://se-connecter.net\n",
      "http://mariavandana.com\n",
      "maria@mariavandana.com\n",
      "http://mariavandana.com\n",
      "maria@mariavandana.com\n",
      "http://mariavandana.com\n",
      "maria@mariavandana.com\n",
      "http://adtekz.com\n",
      "http://adtekz.com\n",
      "http://adtekz.com\n",
      "http://exodus.io98741.ml\n",
      "http://willingcartworthsupplies.com\n",
      "http://ugaflix.com\n",
      "http://flavena.co.rs\n",
      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
      "http://flavena.co.rs\n",
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      "flavena.doo@gmail.com\n",
      "http://flavena.co.rs\n",
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      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
      "http://flavena.co.rs\n",
      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
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      "flavena.doo@gmail.com\n",
      "flavena.doo@gmail.com\n",
      "http://bly-socks.com.ua\n",
      "http://bly-socks.com.ua\n",
      "http://chad-moore.com\n",
      "studio@philipcronerud.com\n",
      "http://chad-moore.com\n",
      "studio@philipcronerud.com\n",
      "http://chad-moore.com\n",
      "studio@philipcronerud.com\n",
      "http://inversionesgini.com\n",
      "http://inversionesgini.com\n",
      "http://samducksports.com\n",
      "sd3499@yahoo.co.kr\n",
      "http://samducksports.com\n",
      "sd3499@yahoo.co.kr\n",
      "http://www.samducksports.com\n",
      "sd3499@yahoo.co.kr\n",
      "http://www.samducksports.com\n",
      "sd3499@yahoo.co.kr\n",
      "http://samducksports.com\n",
      "sd3499@yahoo.co.kr\n",
      "http://edhs85.com\n",
      "webmaster@edhs85.com\n",
      "webmaster@edhs85.com\n",
      "http://edhs85.com\n",
      "webmaster@edhs85.com\n",
      "webmaster@edhs85.com\n",
      "http://utffunds.com\n",
      "http://utffunds.com\n",
      "http://utffunds.com\n",
      "http://group.agriparts.kz\n",
      "http://momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://www.momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://www.momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "info@momos-ambachtelijkeijs.nl\n",
      "http://steamcoummunity.gq\n",
      "http://steamcoummunity.gq\n",
      "http://steamcoummunity.gq\n",
      "http://suspended-profiles.blogspot.com\n",
      "data43toko@gmail.com\n",
      "http://suspended-profiles.blogspot.com\n",
      "data43toko@gmail.com\n",
      "http://suspended-profiles.blogspot.com\n",
      "data43toko@gmail.com\n",
      "http://suspended-profiles.blogspot.com\n",
      "data43toko@gmail.com\n",
      "http://suspended-profiles.blogspot.com\n",
      "data43toko@gmail.com\n",
      "http://testing-adjusting-balancing.com\n",
      "http://testing-adjusting-balancing.com\n",
      "http://mncelektronik.com\n",
      "http://mncelektronik.com\n",
      "http://tptelecom.it\n",
      "http://tptelecom.it\n",
      "http://tptelecom.it\n",
      "http://houseoftiresbcs.com\n",
      "http://houseoftiresbcs.com\n",
      "http://funetwork.tv\n",
      "http://funetwork.tv\n",
      "http://edthesock.com\n",
      "http://edthesock.com\n",
      "http://funetwork.tv\n",
      "http://paypal.ping0n.vip\n",
      "http://paypal.ping0n.vip\n",
      "http://b.link\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://b.link\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://b.link\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://b.link\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://app.bl.ink\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://app.bl.ink\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://b.link\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "//cdn.jsdelivr.net/npm/bootstrap@5.0.2\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.windows.net\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://login.microsoftonline.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://livestudentccc-my.sharepoint.com\n",
      "someone@example.com\n",
      "http://tsdesignstudio.net\n",
      "http://tsdesignstudio.net\n",
      "http://tsdesignstudio.net\n",
      "http://tsdesignstudio.net\n",
      "http://tsdesignstudio.net\n",
      "http://balitransithotel.com\n",
      "http://balitransithotel.com\n",
      "http://balitransithotel.com\n",
      "http://ebay.de.phodo.vn\n",
      "http://ebay.de.phodo.vn\n",
      "http://maersklinesllc.dx.am\n",
      "http://maersklinesllc.dx.am\n",
      "http://weddenoptennis.be\n",
      "http://weddenoptennis.be\n",
      "http://hideuri.com\n",
      "http://hideuri.com\n",
      "http://hideuri.com\n",
      "http://hideuri.com\n",
      "http://hideuri.com\n",
      "http://posb-ibanking-demo.herokuapp.com\n",
      "http://posb-ibanking-demo.herokuapp.com\n",
      "http://stanshoes.com.ng\n",
      "http://stanshoes.com.ng\n",
      "http://webfiddle.net\n",
      "http://webfiddle.net\n",
      "http://webfiddle.net\n",
      "http://fluteguards.nn.r.appspot.com\n",
      "http://fluteguards.nn.r.appspot.com\n",
      "http://lowcy-nagrod.pl\n",
      "http://lowcy-nagrod.pl\n",
      "http://jaggaauto.com\n",
      "http://jaggaauto.com\n",
      "http://jaggaauto.com\n",
      "http://jaggaauto.com\n",
      "http://jaggaauto.com\n",
      "http://3jba.com\n",
      "http://3jba.com\n",
      "http://www.3jba.com\n",
      "http://www.3jba.com\n",
      "http://3jba.com\n",
      "http://celsahiinc.000webhostapp.com\n",
      "http://celsahiinc.000webhostapp.com\n",
      "http://recovery-support.u718573rwk.ha004.t.justns.ru\n",
      "http://recovery-support.u718573rwk.ha004.t.justns.ru\n",
      "http://akilili.com\n",
      "http://akilili.com\n",
      "http://akilili.com\n",
      "http://e-grupobancolombia.com.co\n",
      "http://e-grupobancolombia.com.co\n",
      "http://bcpzonasegurabeta.viabcp.com.entrepreneur.pe\n",
      "http://bcpzonasegurabeta.viabcp.com.entrepreneur.pe\n",
      "http://csgoxskin.com\n",
      "http://csgoxskin.com\n",
      "http://bnkrealestate.com\n",
      "http://bnkrealestate.com\n",
      "http://fareast.qa\n",
      "http://fareast.qa\n",
      "http://dataforce.co.uk\n",
      "http://dataforce.co.uk\n",
      "http://53.com-id9533371.thoughtoholics.net\n",
      "http://53.com-id9533371.thoughtoholics.net\n",
      "http://sixpointpartners-my.sharepoint.com\n",
      "http://profinishmi.com\n",
      "http://profinishmi.com\n",
      "http://groupabamcolombiaweb.com\n",
      "http://groupabamcolombiaweb.com\n",
      "http://solutionschiro.net\n",
      "http://solutionschiro.net\n",
      "http://vcita.com\n",
      "info@vcita.com\n",
      "http://vcita.com\n",
      "info@vcita.com\n",
      "http://art-sticker.fr\n",
      "http://art-sticker.fr\n",
      "http://planwise.co.za\n",
      "http://planwise.co.za\n",
      "http://netflixloginhelp.com\n",
      "http://netflixloginhelp.com\n",
      "http://stress-depression-therapy.com\n",
      "http://stress-depression-therapy.com\n",
      "http://ye4.hislult.com\n",
      "http://ye4.hislult.com\n",
      "http://mackinn.com\n",
      "http://mackinn.com\n",
      "http://www.mackinn.com\n",
      "http://www.mackinn.com\n",
      "http://mackinn.com\n",
      "http://helife.ru\n",
      "http://helife.ru\n",
      "http://c1781279.ferozo.com\n",
      "http://c1781279.ferozo.com\n",
      "http://rusnod.ru\n",
      "http://rusnod.ru\n",
      "regionnod@yandex.ru\n",
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       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>55060</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>34276</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>33341</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>60738</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>50988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>46190</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport         IP Registrant_Name Domain_Age  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "1            78  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2            80  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "3            81  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "4            98  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "...         ...          ...        ...        ...             ...        ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "\n",
       "                   Emails Organization Name_Server_Count  UDP_dport  ...  \\\n",
       "0                                                             47533  ...   \n",
       "1                                                             43722  ...   \n",
       "2                                                             47296  ...   \n",
       "3                                                             47296  ...   \n",
       "4                                                             55060  ...   \n",
       "...                   ...          ...               ...        ...  ...   \n",
       "2121                                                          34276  ...   \n",
       "2122                                                          33341  ...   \n",
       "2123                                                          60738  ...   \n",
       "2124  regionnod@yandex.ru                                     50988  ...   \n",
       "2125                                                          46190  ...   \n",
       "\n",
       "      Exp_Date_Time whois_updatedDate dot_count len digit_count  \\\n",
       "0                -1                -1         1   9           0   \n",
       "1                -1                -1         1   9           0   \n",
       "2                -1                -1         1  12           0   \n",
       "3                -1                -1         1  12           0   \n",
       "4                -1                -1         2  21           0   \n",
       "...             ...               ...       ...  ..         ...   \n",
       "2121             -1                -1         2  19           7   \n",
       "2122             -1                -1         2  19           7   \n",
       "2123             -1                -1         1   9           0   \n",
       "2124             -1                -1         1   9           0   \n",
       "2125             -1                -1         1   9           0   \n",
       "\n",
       "      special_count hyphen_count double_slash  single_slash at_the_rate  \n",
       "0                 0            0            0             0           0  \n",
       "1                 0            0            0             0           0  \n",
       "2                 0            0            0             0           0  \n",
       "3                 0            0            0             0           0  \n",
       "4                 0            0            0             0           0  \n",
       "...             ...          ...          ...           ...         ...  \n",
       "2121              0            0            0             0           0  \n",
       "2122              0            0            0             0           0  \n",
       "2123              0            0            0             0           0  \n",
       "2124              0            0            0             0           0  \n",
       "2125              0            0            0             0           0  \n",
       "\n",
       "[2126 rows x 33 columns]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    try:   \n",
    "    #print(df.Domain[x])\n",
    "        url= \"http://\" + df.Domain[x]\n",
    "        print(url)\n",
    "        EMAIL_REGEX = r\"\"\"(?:[a-z0-9!#$%&'*+/=?^_`{|}~-]+(?:\\.[a-z0-9!#$%&'*+/=?^_`{|}~-]+)*|\"(?:[\\x01-\\x08\\x0b\\x0c\\x0e-\\x1f\\x21\\x23-\\x5b\\x5d-\\x7f]|\\\\[\\x01-\\x09\\x0b\\x0c\\x0e-\\x7f])*\")@(?:(?:[a-z0-9](?:[a-z0-9-]*[a-z0-9])?\\.)+[a-z0-9](?:[a-z0-9-]*[a-z0-9])?|\\[(?:(?:(2(5[0-5]|[0-4][0-9])|1[0-9][0-9]|[1-9]?[0-9]))\\.){3}(?:(2(5[0-5]|[0-4][0-9])|1[0-9][0-9]|[1-9]?[0-9])|[a-z0-9-]*[a-z0-9]:(?:[\\x01-\\x08\\x0b\\x0c\\x0e-\\x1f\\x21-\\x5a\\x53-\\x7f]|\\\\[\\x01-\\x09\\x0b\\x0c\\x0e-\\x7f])+)\\])\"\"\"\n",
    "        # initiate an HTTP session\n",
    "        session = HTMLSession()\n",
    "        # get the HTTP Response\n",
    "        r = session.get(url)\n",
    "        for re_match in re.finditer(EMAIL_REGEX, r.html.raw_html.decode()):\n",
    "            print(re_match.group())\n",
    "            S = re_match.group()\n",
    "            df['Emails'][x]= S \n",
    "    except:\n",
    "        df['Emails'][x]= ' '\n",
    "        continue \n",
    "       # writer.writerow([s])   \n",
    "                \n",
    "df       "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If  the website you're grabbing email addresses from uses JavaScript to load most of the data, then you need to execute the below line of code:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# for JAVA-Script driven websites\n",
    "r.html.render()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('Train_Dataset/Test_dataset_NIDS.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>Organization</th>\n",
       "      <th>Name_Server_Count</th>\n",
       "      <th>UDP_dport</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47533</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>43722</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>47296</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>55060</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>34276</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>33341</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>60738</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>50988</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>53</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>46190</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 33 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src  UDP_sport         IP Registrant_Name Domain_Age  \\\n",
       "0             2  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "1            78  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2            80  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "3            81  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "4            98  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "...         ...          ...        ...        ...             ...        ...   \n",
       "2121      23221  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2122      23222  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2123      23223  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2124      23224  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "2125      23230  192.168.8.1         53  10.0.2.15                        0.0   \n",
       "\n",
       "                   Emails Organization Name_Server_Count  UDP_dport  ...  \\\n",
       "0                                                             47533  ...   \n",
       "1                                                             43722  ...   \n",
       "2                                                             47296  ...   \n",
       "3                                                             47296  ...   \n",
       "4                                                             55060  ...   \n",
       "...                   ...          ...               ...        ...  ...   \n",
       "2121                                                          34276  ...   \n",
       "2122                                                          33341  ...   \n",
       "2123                                                          60738  ...   \n",
       "2124  regionnod@yandex.ru                                     50988  ...   \n",
       "2125                                                          46190  ...   \n",
       "\n",
       "      Exp_Date_Time whois_updatedDate dot_count len digit_count  \\\n",
       "0                -1                -1         1   9           0   \n",
       "1                -1                -1         1   9           0   \n",
       "2                -1                -1         1  12           0   \n",
       "3                -1                -1         1  12           0   \n",
       "4                -1                -1         2  21           0   \n",
       "...             ...               ...       ...  ..         ...   \n",
       "2121             -1                -1         2  19           7   \n",
       "2122             -1                -1         2  19           7   \n",
       "2123             -1                -1         1   9           0   \n",
       "2124             -1                -1         1   9           0   \n",
       "2125             -1                -1         1   9           0   \n",
       "\n",
       "      special_count hyphen_count double_slash  single_slash at_the_rate  \n",
       "0                 0            0            0             0           0  \n",
       "1                 0            0            0             0           0  \n",
       "2                 0            0            0             0           0  \n",
       "3                 0            0            0             0           0  \n",
       "4                 0            0            0             0           0  \n",
       "...             ...          ...          ...           ...         ...  \n",
       "2121              0            0            0             0           0  \n",
       "2122              0            0            0             0           0  \n",
       "2123              0            0            0             0           0  \n",
       "2124              0            0            0             0           0  \n",
       "2125              0            0            0             0           0  \n",
       "\n",
       "[2126 rows x 33 columns]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Find Nameservers count of domain name"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting dnspython\n",
      "  Downloading dnspython-2.2.1-py3-none-any.whl (269 kB)\n",
      "Installing collected packages: dnspython\n",
      "Successfully installed dnspython-2.2.1\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install dnspython"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import dns.resolver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_18828/1547494076.py:3: DeprecationWarning: please use dns.resolver.resolve() instead\n",
      "  nameservers = dns.resolver.query(df.Domain[x],'NS')\n",
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_18828/1547494076.py:6: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['Name_Server_Count'][x] = len(nameservers)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ns-751.awsdns-29.net.\n",
      "4\n",
      "ns-1097.awsdns-09.org.\n",
      "4\n",
      "ns-469.awsdns-58.com.\n",
      "4\n",
      "ns-1830.awsdns-36.co.uk.\n",
      "4\n",
      "ns-1097.awsdns-09.org.\n",
      "4\n",
      "ns-751.awsdns-29.net.\n",
      "4\n",
      "ns-1830.awsdns-36.co.uk.\n",
      "4\n",
      "ns-469.awsdns-58.com.\n",
      "4\n",
      "ns-1345.awsdns-40.org.\n",
      "4\n",
      "ns-577.awsdns-08.net.\n",
      "4\n",
      "ns-1714.awsdns-22.co.uk.\n",
      "4\n",
      "ns-413.awsdns-51.com.\n",
      "4\n",
      "ns-413.awsdns-51.com.\n",
      "4\n",
      "ns-1345.awsdns-40.org.\n",
      "4\n",
      "ns-577.awsdns-08.net.\n",
      "4\n",
      "ns-1714.awsdns-22.co.uk.\n",
      "4\n",
      "ns-413.awsdns-51.com.\n",
      "4\n",
      "ns-1714.awsdns-22.co.uk.\n",
      "4\n",
      "ns-1345.awsdns-40.org.\n",
      "4\n",
      "ns-577.awsdns-08.net.\n",
      "4\n",
      "zara.ns.cloudflare.com.\n",
      "2\n",
      "hugh.ns.cloudflare.com.\n",
      "2\n",
      "hugh.ns.cloudflare.com.\n",
      "2\n",
      "zara.ns.cloudflare.com.\n",
      "2\n",
      "a20-67.akam.net.\n",
      "9\n",
      "ns3.icicibank.com.\n",
      "9\n",
      "a14-65.akam.net.\n",
      "9\n",
      "ns2.icicibank.com.\n",
      "9\n",
      "a7-65.akam.net.\n",
      "9\n",
      "ns1.icicibank.com.\n",
      "9\n",
      "a3-66.akam.net.\n",
      "9\n",
      "a1-79.akam.net.\n",
      "9\n",
      "a12-65.akam.net.\n",
      "9\n",
      "a1-79.akam.net.\n",
      "9\n",
      "a7-65.akam.net.\n",
      "9\n",
      "a14-65.akam.net.\n",
      "9\n",
      "a20-67.akam.net.\n",
      "9\n",
      "a3-66.akam.net.\n",
      "9\n",
      "ns2.icicibank.com.\n",
      "9\n",
      "a12-65.akam.net.\n",
      "9\n",
      "ns1.icicibank.com.\n",
      "9\n",
      "ns3.icicibank.com.\n",
      "9\n",
      "a14-65.akam.net.\n",
      "9\n",
      "a20-67.akam.net.\n",
      "9\n",
      "ns1.icicibank.com.\n",
      "9\n",
      "ns3.icicibank.com.\n",
      "9\n",
      "a3-66.akam.net.\n",
      "9\n",
      "ns2.icicibank.com.\n",
      "9\n",
      "a1-79.akam.net.\n",
      "9\n",
      "a7-65.akam.net.\n",
      "9\n",
      "a12-65.akam.net.\n",
      "9\n",
      "ns-1469.awsdns-55.org.\n",
      "4\n",
      "ns-1696.awsdns-20.co.uk.\n",
      "4\n",
      "ns-112.awsdns-14.com.\n",
      "4\n",
      "ns-670.awsdns-19.net.\n",
      "4\n",
      "ns-112.awsdns-14.com.\n",
      "4\n",
      "ns-1469.awsdns-55.org.\n",
      "4\n",
      "ns-1696.awsdns-20.co.uk.\n",
      "4\n",
      "ns-670.awsdns-19.net.\n",
      "4\n",
      "ns-112.awsdns-14.com.\n",
      "4\n",
      "ns-670.awsdns-19.net.\n",
      "4\n",
      "ns-1696.awsdns-20.co.uk.\n",
      "4\n",
      "ns-1469.awsdns-55.org.\n",
      "4\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns2.matbao.com.\n",
      "2\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns2.matbao.com.\n",
      "2\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns2.matbao.com.\n",
      "2\n",
      "rosa.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "rosa.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "rosa.ns.cloudflare.com.\n",
      "2\n",
      "nia.ns.cloudflare.com.\n",
      "2\n",
      "hal.ns.cloudflare.com.\n",
      "2\n",
      "nia.ns.cloudflare.com.\n",
      "2\n",
      "hal.ns.cloudflare.com.\n",
      "2\n",
      "nia.ns.cloudflare.com.\n",
      "2\n",
      "hal.ns.cloudflare.com.\n",
      "2\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "ns-1650.awsdns-14.co.uk.\n",
      "4\n",
      "ns-839.awsdns-40.net.\n",
      "4\n",
      "ns-462.awsdns-57.com.\n",
      "4\n",
      "ns-839.awsdns-40.net.\n",
      "4\n",
      "ns-1650.awsdns-14.co.uk.\n",
      "4\n",
      "ns-462.awsdns-57.com.\n",
      "4\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "ns-839.awsdns-40.net.\n",
      "4\n",
      "ns-462.awsdns-57.com.\n",
      "4\n",
      "ns-1650.awsdns-14.co.uk.\n",
      "4\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "lou.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "ns15.dnsmadeeasy.com.\n",
      "6\n",
      "ns10.dnsmadeeasy.com.\n",
      "6\n",
      "ns14.dnsmadeeasy.com.\n",
      "6\n",
      "ns12.dnsmadeeasy.com.\n",
      "6\n",
      "ns11.dnsmadeeasy.com.\n",
      "6\n",
      "ns13.dnsmadeeasy.com.\n",
      "6\n",
      "ns13.dnsmadeeasy.com.\n",
      "6\n",
      "ns11.dnsmadeeasy.com.\n",
      "6\n",
      "ns10.dnsmadeeasy.com.\n",
      "6\n",
      "ns12.dnsmadeeasy.com.\n",
      "6\n",
      "ns14.dnsmadeeasy.com.\n",
      "6\n",
      "ns15.dnsmadeeasy.com.\n",
      "6\n",
      "ns-1532.awsdns-63.org.\n",
      "4\n",
      "ns-326.awsdns-40.com.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-1871.awsdns-41.co.uk.\n",
      "4\n",
      "ns-1532.awsdns-63.org.\n",
      "4\n",
      "ns-326.awsdns-40.com.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-1871.awsdns-41.co.uk.\n",
      "4\n",
      "ns-1532.awsdns-63.org.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-1871.awsdns-41.co.uk.\n",
      "4\n",
      "ns-326.awsdns-40.com.\n",
      "4\n",
      "ns-101.awsdns-12.com.\n",
      "4\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "ns-848.awsdns-42.net.\n",
      "4\n",
      "ns-2012.awsdns-59.co.uk.\n",
      "4\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "ns-101.awsdns-12.com.\n",
      "4\n",
      "ns-848.awsdns-42.net.\n",
      "4\n",
      "ns-2012.awsdns-59.co.uk.\n",
      "4\n",
      "ns-2012.awsdns-59.co.uk.\n",
      "4\n",
      "ns-1252.awsdns-28.org.\n",
      "4\n",
      "ns-101.awsdns-12.com.\n",
      "4\n",
      "ns-848.awsdns-42.net.\n",
      "4\n",
      "dns3.allegro.pl.\n",
      "4\n",
      "dns1.allegro.pl.\n",
      "4\n",
      "dns4.allegro.pl.\n",
      "4\n",
      "dns2.allegro.pl.\n",
      "4\n",
      "dns4.allegro.pl.\n",
      "4\n",
      "dns2.allegro.pl.\n",
      "4\n",
      "dns3.allegro.pl.\n",
      "4\n",
      "dns1.allegro.pl.\n",
      "4\n",
      "a1-204.akam.net.\n",
      "6\n",
      "a6-64.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "a16-67.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a16-67.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a6-64.akam.net.\n",
      "6\n",
      "a1-204.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a6-64.akam.net.\n",
      "6\n",
      "a16-67.akam.net.\n",
      "6\n",
      "a1-204.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "damien.ns.cloudflare.com.\n",
      "2\n",
      "blakely.ns.cloudflare.com.\n",
      "2\n",
      "blakely.ns.cloudflare.com.\n",
      "2\n",
      "damien.ns.cloudflare.com.\n",
      "2\n",
      "blakely.ns.cloudflare.com.\n",
      "2\n",
      "damien.ns.cloudflare.com.\n",
      "2\n",
      "salvador.ns.cloudflare.com.\n",
      "2\n",
      "marlowe.ns.cloudflare.com.\n",
      "2\n",
      "marlowe.ns.cloudflare.com.\n",
      "2\n",
      "salvador.ns.cloudflare.com.\n",
      "2\n",
      "marlowe.ns.cloudflare.com.\n",
      "2\n",
      "salvador.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "wally.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "wally.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "wally.ns.cloudflare.com.\n",
      "2\n",
      "ns2.parkingcrew.net.\n",
      "2\n",
      "ns1.parkingcrew.net.\n",
      "2\n",
      "ns2.parkingcrew.net.\n",
      "2\n",
      "ns1.parkingcrew.net.\n",
      "2\n",
      "ns1.depositphotos.com.\n",
      "3\n",
      "ns3.depositphotos.com.\n",
      "3\n",
      "ns2.depositphotos.com.\n",
      "3\n",
      "ns2.depositphotos.com.\n",
      "3\n",
      "ns1.depositphotos.com.\n",
      "3\n",
      "ns3.depositphotos.com.\n",
      "3\n",
      "ns1.depositphotos.com.\n",
      "3\n",
      "ns2.depositphotos.com.\n",
      "3\n",
      "ns3.depositphotos.com.\n",
      "3\n",
      "ns-860.awsdns-43.net.\n",
      "4\n",
      "ns-1135.awsdns-13.org.\n",
      "4\n",
      "ns-cloud-c1.googledomains.com.\n",
      "4\n",
      "ns-cloud-c2.googledomains.com.\n",
      "4\n",
      "ns-cloud-c1.googledomains.com.\n",
      "4\n",
      "ns-860.awsdns-43.net.\n",
      "4\n",
      "ns-cloud-c2.googledomains.com.\n",
      "4\n",
      "ns-1135.awsdns-13.org.\n",
      "4\n",
      "ns-cloud-c2.googledomains.com.\n",
      "4\n",
      "ns-860.awsdns-43.net.\n",
      "4\n",
      "ns-1135.awsdns-13.org.\n",
      "4\n",
      "ns-cloud-c1.googledomains.com.\n",
      "4\n",
      "ns-1784.awsdns-31.co.uk.\n",
      "4\n",
      "ns-333.awsdns-41.com.\n",
      "4\n",
      "ns-1440.awsdns-52.org.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-1440.awsdns-52.org.\n",
      "4\n",
      "ns-1784.awsdns-31.co.uk.\n",
      "4\n",
      "ns-333.awsdns-41.com.\n",
      "4\n",
      "ns-1784.awsdns-31.co.uk.\n",
      "4\n",
      "ns-1440.awsdns-52.org.\n",
      "4\n",
      "ns-566.awsdns-06.net.\n",
      "4\n",
      "ns-333.awsdns-41.com.\n",
      "4\n",
      "a1-48.akam.net.\n",
      "6\n",
      "a8-67.akam.net.\n",
      "6\n",
      "a13-64.akam.net.\n",
      "6\n",
      "a10-67.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a5-66.akam.net.\n",
      "6\n",
      "a1-48.akam.net.\n",
      "6\n",
      "a5-66.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a8-67.akam.net.\n",
      "6\n",
      "a10-67.akam.net.\n",
      "6\n",
      "a13-64.akam.net.\n",
      "6\n",
      "a8-67.akam.net.\n",
      "6\n",
      "a10-67.akam.net.\n",
      "6\n",
      "a5-66.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a13-64.akam.net.\n",
      "6\n",
      "a1-48.akam.net.\n",
      "6\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "carl.ns.cloudflare.com.\n",
      "2\n",
      "elle.ns.cloudflare.com.\n",
      "2\n",
      "carl.ns.cloudflare.com.\n",
      "2\n",
      "elle.ns.cloudflare.com.\n",
      "2\n",
      "ns-134.awsdns-16.com.\n",
      "4\n",
      "ns-1805.awsdns-33.co.uk.\n",
      "4\n",
      "ns-1526.awsdns-62.org.\n",
      "4\n",
      "ns-582.awsdns-08.net.\n",
      "4\n",
      "ns-1526.awsdns-62.org.\n",
      "4\n",
      "ns-134.awsdns-16.com.\n",
      "4\n",
      "ns-582.awsdns-08.net.\n",
      "4\n",
      "ns-1805.awsdns-33.co.uk.\n",
      "4\n",
      "ns-1526.awsdns-62.org.\n",
      "4\n",
      "ns-582.awsdns-08.net.\n",
      "4\n",
      "ns-1805.awsdns-33.co.uk.\n",
      "4\n",
      "ns-134.awsdns-16.com.\n",
      "4\n",
      "marek.ns.cloudflare.com.\n",
      "2\n",
      "marjory.ns.cloudflare.com.\n",
      "2\n",
      "marjory.ns.cloudflare.com.\n",
      "2\n",
      "marek.ns.cloudflare.com.\n",
      "2\n",
      "marjory.ns.cloudflare.com.\n",
      "2\n",
      "marek.ns.cloudflare.com.\n",
      "2\n",
      "alla.ns.cloudflare.com.\n",
      "2\n",
      "phil.ns.cloudflare.com.\n",
      "2\n",
      "alla.ns.cloudflare.com.\n",
      "2\n",
      "phil.ns.cloudflare.com.\n",
      "2\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns4az2.europa.eu.\n",
      "10\n",
      "ns4az1.europa.eu.\n",
      "10\n",
      "ns2lux.europa.eu.\n",
      "10\n",
      "ns3bru.europa.eu.\n",
      "10\n",
      "ns2bru.europa.eu.\n",
      "10\n",
      "ns2eu.bt.net.\n",
      "10\n",
      "ns3lux.europa.eu.\n",
      "10\n",
      "ns1.bt.net.\n",
      "10\n",
      "ns1lux.europa.eu.\n",
      "10\n",
      "ns1bru.europa.eu.\n",
      "10\n",
      "ns1.bt.net.\n",
      "10\n",
      "ns2lux.europa.eu.\n",
      "10\n",
      "ns2bru.europa.eu.\n",
      "10\n",
      "ns4az1.europa.eu.\n",
      "10\n",
      "ns1lux.europa.eu.\n",
      "10\n",
      "ns3bru.europa.eu.\n",
      "10\n",
      "ns1bru.europa.eu.\n",
      "10\n",
      "ns4az2.europa.eu.\n",
      "10\n",
      "ns2eu.bt.net.\n",
      "10\n",
      "ns3lux.europa.eu.\n",
      "10\n",
      "ns-1202.awsdns-22.org.\n",
      "4\n",
      "ns-485.awsdns-60.com.\n",
      "4\n",
      "ns-1944.awsdns-51.co.uk.\n",
      "4\n",
      "ns-810.awsdns-37.net.\n",
      "4\n",
      "ns-485.awsdns-60.com.\n",
      "4\n",
      "ns-1944.awsdns-51.co.uk.\n",
      "4\n",
      "ns-810.awsdns-37.net.\n",
      "4\n",
      "ns-1202.awsdns-22.org.\n",
      "4\n",
      "ns-810.awsdns-37.net.\n",
      "4\n",
      "ns-1944.awsdns-51.co.uk.\n",
      "4\n",
      "ns-485.awsdns-60.com.\n",
      "4\n",
      "ns-1202.awsdns-22.org.\n",
      "4\n",
      "ns-1202.awsdns-22.org.\n",
      "4\n",
      "ns-810.awsdns-37.net.\n",
      "4\n",
      "ns-1944.awsdns-51.co.uk.\n",
      "4\n",
      "ns-485.awsdns-60.com.\n",
      "4\n",
      "ns4az2.europa.eu.\n",
      "10\n",
      "ns1.bt.net.\n",
      "10\n",
      "ns4az1.europa.eu.\n",
      "10\n",
      "ns1bru.europa.eu.\n",
      "10\n",
      "ns1lux.europa.eu.\n",
      "10\n",
      "ns3lux.europa.eu.\n",
      "10\n",
      "ns2bru.europa.eu.\n",
      "10\n",
      "ns2lux.europa.eu.\n",
      "10\n",
      "ns3bru.europa.eu.\n",
      "10\n",
      "ns2eu.bt.net.\n",
      "10\n",
      "ns7.synerfy.vn.\n",
      "3\n",
      "ns8.synerfy.vn.\n",
      "3\n",
      "ns6.synerfy.vn.\n",
      "3\n",
      "ns8.synerfy.vn.\n",
      "3\n",
      "ns7.synerfy.vn.\n",
      "3\n",
      "ns6.synerfy.vn.\n",
      "3\n",
      "ns8.synerfy.vn.\n",
      "3\n",
      "ns7.synerfy.vn.\n",
      "3\n",
      "ns6.synerfy.vn.\n",
      "3\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ada.ns.cloudflare.com.\n",
      "2\n",
      "james.ns.cloudflare.com.\n",
      "2\n",
      "ada.ns.cloudflare.com.\n",
      "2\n",
      "james.ns.cloudflare.com.\n",
      "2\n",
      "james.ns.cloudflare.com.\n",
      "2\n",
      "ada.ns.cloudflare.com.\n",
      "2\n",
      "ns-1550.awsdns-01.co.uk.\n",
      "4\n",
      "ns-1166.awsdns-17.org.\n",
      "4\n",
      "ns-447.awsdns-55.com.\n",
      "4\n",
      "ns-818.awsdns-38.net.\n",
      "4\n",
      "ns-1166.awsdns-17.org.\n",
      "4\n",
      "ns-818.awsdns-38.net.\n",
      "4\n",
      "ns-1550.awsdns-01.co.uk.\n",
      "4\n",
      "ns-447.awsdns-55.com.\n",
      "4\n",
      "ns-1550.awsdns-01.co.uk.\n",
      "4\n",
      "ns-818.awsdns-38.net.\n",
      "4\n",
      "ns-447.awsdns-55.com.\n",
      "4\n",
      "ns-1166.awsdns-17.org.\n",
      "4\n",
      "ns-1518.awsdns-61.org.\n",
      "4\n",
      "ns-1605.awsdns-08.co.uk.\n",
      "4\n",
      "ns-351.awsdns-43.com.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-351.awsdns-43.com.\n",
      "4\n",
      "ns-1605.awsdns-08.co.uk.\n",
      "4\n",
      "ns-1518.awsdns-61.org.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-351.awsdns-43.com.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-1518.awsdns-61.org.\n",
      "4\n",
      "ns-1605.awsdns-08.co.uk.\n",
      "4\n",
      "ns-351.awsdns-43.com.\n",
      "4\n",
      "ns-1518.awsdns-61.org.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-1605.awsdns-08.co.uk.\n",
      "4\n",
      "ns-351.awsdns-43.com.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-1605.awsdns-08.co.uk.\n",
      "4\n",
      "ns-1518.awsdns-61.org.\n",
      "4\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "ns1.sedoparking.com.\n",
      "2\n",
      "ns2.sedoparking.com.\n",
      "2\n",
      "ns1.sedoparking.com.\n",
      "2\n",
      "ns2.sedoparking.com.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "cody.ns.cloudflare.com.\n",
      "2\n",
      "cody.ns.cloudflare.com.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "cody.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "ns-319.awsdns-39.com.\n",
      "4\n",
      "ns-545.awsdns-04.net.\n",
      "4\n",
      "ns-1963.awsdns-53.co.uk.\n",
      "4\n",
      "ns-1144.awsdns-15.org.\n",
      "4\n",
      "ns-1144.awsdns-15.org.\n",
      "4\n",
      "ns-319.awsdns-39.com.\n",
      "4\n",
      "ns-1963.awsdns-53.co.uk.\n",
      "4\n",
      "ns-545.awsdns-04.net.\n",
      "4\n",
      "ns-545.awsdns-04.net.\n",
      "4\n",
      "ns-319.awsdns-39.com.\n",
      "4\n",
      "ns-1963.awsdns-53.co.uk.\n",
      "4\n",
      "ns-1144.awsdns-15.org.\n",
      "4\n",
      "ns-1144.awsdns-15.org.\n",
      "4\n",
      "ns-545.awsdns-04.net.\n",
      "4\n",
      "ns-319.awsdns-39.com.\n",
      "4\n",
      "ns-1963.awsdns-53.co.uk.\n",
      "4\n",
      "ns-545.awsdns-04.net.\n",
      "4\n",
      "ns-1963.awsdns-53.co.uk.\n",
      "4\n",
      "ns-319.awsdns-39.com.\n",
      "4\n",
      "ns-1144.awsdns-15.org.\n",
      "4\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns-1112.awsdns-11.org.\n",
      "4\n",
      "ns-249.awsdns-31.com.\n",
      "4\n",
      "ns-1858.awsdns-40.co.uk.\n",
      "4\n",
      "ns-998.awsdns-60.net.\n",
      "4\n",
      "ns-1858.awsdns-40.co.uk.\n",
      "4\n",
      "ns-249.awsdns-31.com.\n",
      "4\n",
      "ns-998.awsdns-60.net.\n",
      "4\n",
      "ns-1112.awsdns-11.org.\n",
      "4\n",
      "ns-1112.awsdns-11.org.\n",
      "4\n",
      "ns-1858.awsdns-40.co.uk.\n",
      "4\n",
      "ns-249.awsdns-31.com.\n",
      "4\n",
      "ns-998.awsdns-60.net.\n",
      "4\n",
      "a10-67.akam.net.\n",
      "6\n",
      "a28-66.akam.net.\n",
      "6\n",
      "a9-67.akam.net.\n",
      "6\n",
      "a1-212.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a11-64.akam.net.\n",
      "6\n",
      "a11-64.akam.net.\n",
      "6\n",
      "a9-67.akam.net.\n",
      "6\n",
      "a1-212.akam.net.\n",
      "6\n",
      "a28-66.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a10-67.akam.net.\n",
      "6\n",
      "ns-1397.awsdns-46.org.\n",
      "4\n",
      "ns-892.awsdns-47.net.\n",
      "4\n",
      "ns-23.awsdns-02.com.\n",
      "4\n",
      "ns-1757.awsdns-27.co.uk.\n",
      "4\n",
      "ns-23.awsdns-02.com.\n",
      "4\n",
      "ns-1397.awsdns-46.org.\n",
      "4\n",
      "ns-1757.awsdns-27.co.uk.\n",
      "4\n",
      "ns-892.awsdns-47.net.\n",
      "4\n",
      "ns-1757.awsdns-27.co.uk.\n",
      "4\n",
      "ns-892.awsdns-47.net.\n",
      "4\n",
      "ns-1397.awsdns-46.org.\n",
      "4\n",
      "ns-23.awsdns-02.com.\n",
      "4\n",
      "ns-23.awsdns-02.com.\n",
      "4\n",
      "ns-892.awsdns-47.net.\n",
      "4\n",
      "ns-1757.awsdns-27.co.uk.\n",
      "4\n",
      "ns-1397.awsdns-46.org.\n",
      "4\n",
      "a9-67.akam.net.\n",
      "6\n",
      "a11-64.akam.net.\n",
      "6\n",
      "a10-67.akam.net.\n",
      "6\n",
      "a24-65.akam.net.\n",
      "6\n",
      "a1-212.akam.net.\n",
      "6\n",
      "a28-66.akam.net.\n",
      "6\n",
      "ns2.correios.com.br.\n",
      "2\n",
      "ns1.correios.com.br.\n",
      "2\n",
      "ns2.correios.com.br.\n",
      "2\n",
      "ns1.correios.com.br.\n",
      "2\n",
      "ns1.correios.com.br.\n",
      "2\n",
      "ns2.correios.com.br.\n",
      "2\n",
      "ns-webde.ui-dns.com.\n",
      "4\n",
      "ns-webde.ui-dns.org.\n",
      "4\n",
      "ns-webde.ui-dns.de.\n",
      "4\n",
      "ns-webde.ui-dns.biz.\n",
      "4\n",
      "ns-webde.ui-dns.de.\n",
      "4\n",
      "ns-webde.ui-dns.org.\n",
      "4\n",
      "ns-webde.ui-dns.com.\n",
      "4\n",
      "ns-webde.ui-dns.biz.\n",
      "4\n",
      "ns-webde.ui-dns.com.\n",
      "4\n",
      "ns-webde.ui-dns.de.\n",
      "4\n",
      "ns-webde.ui-dns.org.\n",
      "4\n",
      "ns-webde.ui-dns.biz.\n",
      "4\n",
      "ns-2019.awsdns-60.co.uk.\n",
      "4\n",
      "ns-567.awsdns-06.net.\n",
      "4\n",
      "ns-15.awsdns-01.com.\n",
      "4\n",
      "ns-1482.awsdns-57.org.\n",
      "4\n",
      "ns-2019.awsdns-60.co.uk.\n",
      "4\n",
      "ns-567.awsdns-06.net.\n",
      "4\n",
      "ns-15.awsdns-01.com.\n",
      "4\n",
      "ns-1482.awsdns-57.org.\n",
      "4\n",
      "ns-15.awsdns-01.com.\n",
      "4\n",
      "ns-1482.awsdns-57.org.\n",
      "4\n",
      "ns-567.awsdns-06.net.\n",
      "4\n",
      "ns-2019.awsdns-60.co.uk.\n",
      "4\n",
      "ns-823.awsdns-38.net.\n",
      "4\n",
      "ns-1618.awsdns-10.co.uk.\n",
      "4\n",
      "ns-180.awsdns-22.com.\n",
      "4\n",
      "ns-1450.awsdns-53.org.\n",
      "4\n",
      "ns-1450.awsdns-53.org.\n",
      "4\n",
      "ns-180.awsdns-22.com.\n",
      "4\n",
      "ns-1618.awsdns-10.co.uk.\n",
      "4\n",
      "ns-823.awsdns-38.net.\n",
      "4\n",
      "ns-1450.awsdns-53.org.\n",
      "4\n",
      "ns-180.awsdns-22.com.\n",
      "4\n",
      "ns-823.awsdns-38.net.\n",
      "4\n",
      "ns-1618.awsdns-10.co.uk.\n",
      "4\n",
      "ns-417.awsdns-52.com.\n",
      "4\n",
      "ns-590.awsdns-09.net.\n",
      "4\n",
      "ns-1467.awsdns-55.org.\n",
      "4\n",
      "ns-1921.awsdns-48.co.uk.\n",
      "4\n",
      "ns-1921.awsdns-48.co.uk.\n",
      "4\n",
      "ns-1467.awsdns-55.org.\n",
      "4\n",
      "ns-417.awsdns-52.com.\n",
      "4\n",
      "ns-590.awsdns-09.net.\n",
      "4\n",
      "ns-590.awsdns-09.net.\n",
      "4\n",
      "ns-1467.awsdns-55.org.\n",
      "4\n",
      "ns-417.awsdns-52.com.\n",
      "4\n",
      "ns-1921.awsdns-48.co.uk.\n",
      "4\n",
      "ns0.mirtesen.ru.\n",
      "4\n",
      "ns2.mirtesen.ru.\n",
      "4\n",
      "ns3.mirtesen.ru.\n",
      "4\n",
      "ns1.mirtesen.ru.\n",
      "4\n",
      "ns1.mirtesen.ru.\n",
      "4\n",
      "ns2.mirtesen.ru.\n",
      "4\n",
      "ns0.mirtesen.ru.\n",
      "4\n",
      "ns3.mirtesen.ru.\n",
      "4\n",
      "ns0.mirtesen.ru.\n",
      "4\n",
      "ns1.mirtesen.ru.\n",
      "4\n",
      "ns3.mirtesen.ru.\n",
      "4\n",
      "ns2.mirtesen.ru.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns4.techcrunch.com.\n",
      "4\n",
      "ns2.techcrunch.com.\n",
      "4\n",
      "ns3.techcrunch.com.\n",
      "4\n",
      "ns1.techcrunch.com.\n",
      "4\n",
      "ns2.techcrunch.com.\n",
      "4\n",
      "ns1.techcrunch.com.\n",
      "4\n",
      "ns4.techcrunch.com.\n",
      "4\n",
      "ns3.techcrunch.com.\n",
      "4\n",
      "ns3.techcrunch.com.\n",
      "4\n",
      "ns1.techcrunch.com.\n",
      "4\n",
      "ns4.techcrunch.com.\n",
      "4\n",
      "ns2.techcrunch.com.\n",
      "4\n",
      "ns-493.awsdns-61.com.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-783.awsdns-33.net.\n",
      "4\n",
      "ns-2008.awsdns-59.co.uk.\n",
      "4\n",
      "ns-783.awsdns-33.net.\n",
      "4\n",
      "ns-493.awsdns-61.com.\n",
      "4\n",
      "ns-2008.awsdns-59.co.uk.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-783.awsdns-33.net.\n",
      "4\n",
      "ns-493.awsdns-61.com.\n",
      "4\n",
      "ns-2008.awsdns-59.co.uk.\n",
      "4\n",
      "ns1.namebrightdns.com.\n",
      "2\n",
      "ns2.namebrightdns.com.\n",
      "2\n",
      "ns1.namebrightdns.com.\n",
      "2\n",
      "ns2.namebrightdns.com.\n",
      "2\n",
      "ns1.tigertech.net.\n",
      "3\n",
      "ns3.tigertech.org.\n",
      "3\n",
      "ns2.tigertech.biz.\n",
      "3\n",
      "ns1.tigertech.net.\n",
      "3\n",
      "ns3.tigertech.org.\n",
      "3\n",
      "ns2.tigertech.biz.\n",
      "3\n",
      "ns3.tigertech.org.\n",
      "3\n",
      "ns1.tigertech.net.\n",
      "3\n",
      "ns2.tigertech.biz.\n",
      "3\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "erin.ns.cloudflare.com.\n",
      "2\n",
      "hugh.ns.cloudflare.com.\n",
      "2\n",
      "hugh.ns.cloudflare.com.\n",
      "2\n",
      "erin.ns.cloudflare.com.\n",
      "2\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns2.ja.net.\n",
      "7\n",
      "ns0.ja.net.\n",
      "7\n",
      "ns1.surfnet.nl.\n",
      "7\n",
      "auth00.ns.de.uu.net.\n",
      "7\n",
      "auth50.ns.de.uu.net.\n",
      "7\n",
      "ns4.ja.net.\n",
      "7\n",
      "ns3.ja.net.\n",
      "7\n",
      "auth50.ns.de.uu.net.\n",
      "7\n",
      "ns0.ja.net.\n",
      "7\n",
      "ns1.surfnet.nl.\n",
      "7\n",
      "ns4.ja.net.\n",
      "7\n",
      "auth00.ns.de.uu.net.\n",
      "7\n",
      "ns3.ja.net.\n",
      "7\n",
      "ns2.ja.net.\n",
      "7\n",
      "ns3.ja.net.\n",
      "7\n",
      "auth50.ns.de.uu.net.\n",
      "7\n",
      "ns1.surfnet.nl.\n",
      "7\n",
      "ns0.ja.net.\n",
      "7\n",
      "ns4.ja.net.\n",
      "7\n",
      "auth00.ns.de.uu.net.\n",
      "7\n",
      "ns2.ja.net.\n",
      "7\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1782.awsdns-30.co.uk.\n",
      "4\n",
      "ns-243.awsdns-30.com.\n",
      "4\n",
      "ns-1331.awsdns-38.org.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1331.awsdns-38.org.\n",
      "4\n",
      "ns-243.awsdns-30.com.\n",
      "4\n",
      "ns-1782.awsdns-30.co.uk.\n",
      "4\n",
      "ns-1782.awsdns-30.co.uk.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1331.awsdns-38.org.\n",
      "4\n",
      "ns-243.awsdns-30.com.\n",
      "4\n",
      "ns1.turkticaret.net.\n",
      "2\n",
      "ns3.turkticaret.net.\n",
      "2\n",
      "ns3.turkticaret.net.\n",
      "2\n",
      "ns1.turkticaret.net.\n",
      "2\n",
      "ns3.turkticaret.net.\n",
      "2\n",
      "ns1.turkticaret.net.\n",
      "2\n",
      "ns-1140.awsdns-14.org.\n",
      "4\n",
      "ns-229.awsdns-28.com.\n",
      "4\n",
      "ns-856.awsdns-43.net.\n",
      "4\n",
      "ns-1670.awsdns-16.co.uk.\n",
      "4\n",
      "ns-229.awsdns-28.com.\n",
      "4\n",
      "ns-1140.awsdns-14.org.\n",
      "4\n",
      "ns-1670.awsdns-16.co.uk.\n",
      "4\n",
      "ns-856.awsdns-43.net.\n",
      "4\n",
      "ns4.olx.ua.\n",
      "4\n",
      "ns1.olx.ua.\n",
      "4\n",
      "ns3.olx.ua.\n",
      "4\n",
      "ns2.olx.ua.\n",
      "4\n",
      "ns1.olx.ua.\n",
      "4\n",
      "ns3.olx.ua.\n",
      "4\n",
      "ns2.olx.ua.\n",
      "4\n",
      "ns4.olx.ua.\n",
      "4\n",
      "ns-1195.awsdns-21.org.\n",
      "4\n",
      "ns-980.awsdns-58.net.\n",
      "4\n",
      "ns-1698.awsdns-20.co.uk.\n",
      "4\n",
      "ns-78.awsdns-09.com.\n",
      "4\n",
      "ns-78.awsdns-09.com.\n",
      "4\n",
      "ns-980.awsdns-58.net.\n",
      "4\n",
      "ns-1195.awsdns-21.org.\n",
      "4\n",
      "ns-1698.awsdns-20.co.uk.\n",
      "4\n",
      "ns2.olx.ua.\n",
      "4\n",
      "ns1.olx.ua.\n",
      "4\n",
      "ns4.olx.ua.\n",
      "4\n",
      "ns3.olx.ua.\n",
      "4\n",
      "ns2.olx.pl.\n",
      "4\n",
      "ns3.olx.pl.\n",
      "4\n",
      "ns4.olx.pl.\n",
      "4\n",
      "ns1.olx.pl.\n",
      "4\n",
      "ns3.olx.pl.\n",
      "4\n",
      "ns1.olx.pl.\n",
      "4\n",
      "ns2.olx.pl.\n",
      "4\n",
      "ns4.olx.pl.\n",
      "4\n",
      "ns-1443.awsdns-52.org.\n",
      "4\n",
      "ns-374.awsdns-46.com.\n",
      "4\n",
      "ns-1852.awsdns-39.co.uk.\n",
      "4\n",
      "ns-588.awsdns-09.net.\n",
      "4\n",
      "ns-374.awsdns-46.com.\n",
      "4\n",
      "ns-588.awsdns-09.net.\n",
      "4\n",
      "ns-1443.awsdns-52.org.\n",
      "4\n",
      "ns-1852.awsdns-39.co.uk.\n",
      "4\n",
      "ns4.olx.pl.\n",
      "4\n",
      "ns3.olx.pl.\n",
      "4\n",
      "ns1.olx.pl.\n",
      "4\n",
      "ns2.olx.pl.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "dns3.p06.nsone.net.\n",
      "8\n",
      "ns02.squarespacedns.com.\n",
      "8\n",
      "dns4.p06.nsone.net.\n",
      "8\n",
      "dns2.p06.nsone.net.\n",
      "8\n",
      "ns03.squarespacedns.com.\n",
      "8\n",
      "ns01.squarespacedns.com.\n",
      "8\n",
      "ns04.squarespacedns.com.\n",
      "8\n",
      "dns1.p06.nsone.net.\n",
      "8\n",
      "dns2.p06.nsone.net.\n",
      "8\n",
      "ns02.squarespacedns.com.\n",
      "8\n",
      "ns04.squarespacedns.com.\n",
      "8\n",
      "dns3.p06.nsone.net.\n",
      "8\n",
      "dns4.p06.nsone.net.\n",
      "8\n",
      "ns03.squarespacedns.com.\n",
      "8\n",
      "dns1.p06.nsone.net.\n",
      "8\n",
      "ns01.squarespacedns.com.\n",
      "8\n",
      "dns4.p06.nsone.net.\n",
      "8\n",
      "dns1.p06.nsone.net.\n",
      "8\n",
      "ns02.squarespacedns.com.\n",
      "8\n",
      "ns04.squarespacedns.com.\n",
      "8\n",
      "dns3.p06.nsone.net.\n",
      "8\n",
      "dns2.p06.nsone.net.\n",
      "8\n",
      "ns01.squarespacedns.com.\n",
      "8\n",
      "ns03.squarespacedns.com.\n",
      "8\n",
      "ns-841.awsdns-41.net.\n",
      "4\n",
      "ns-460.awsdns-57.com.\n",
      "4\n",
      "ns-1676.awsdns-17.co.uk.\n",
      "4\n",
      "ns-1470.awsdns-55.org.\n",
      "4\n",
      "ns-1676.awsdns-17.co.uk.\n",
      "4\n",
      "ns-1470.awsdns-55.org.\n",
      "4\n",
      "ns-460.awsdns-57.com.\n",
      "4\n",
      "ns-841.awsdns-41.net.\n",
      "4\n",
      "ns-1676.awsdns-17.co.uk.\n",
      "4\n",
      "ns-460.awsdns-57.com.\n",
      "4\n",
      "ns-841.awsdns-41.net.\n",
      "4\n",
      "ns-1470.awsdns-55.org.\n",
      "4\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "julissa.ns.cloudflare.com.\n",
      "2\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "julissa.ns.cloudflare.com.\n",
      "2\n",
      "julissa.ns.cloudflare.com.\n",
      "2\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "ns-1363.awsdns-42.org.\n",
      "4\n",
      "ns-766.awsdns-31.net.\n",
      "4\n",
      "ns-1561.awsdns-03.co.uk.\n",
      "4\n",
      "ns-436.awsdns-54.com.\n",
      "4\n",
      "ns-1561.awsdns-03.co.uk.\n",
      "4\n",
      "ns-1363.awsdns-42.org.\n",
      "4\n",
      "ns-766.awsdns-31.net.\n",
      "4\n",
      "ns-436.awsdns-54.com.\n",
      "4\n",
      "ns-1363.awsdns-42.org.\n",
      "4\n",
      "ns-1561.awsdns-03.co.uk.\n",
      "4\n",
      "ns-436.awsdns-54.com.\n",
      "4\n",
      "ns-766.awsdns-31.net.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "a1-8.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "a2-66.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a1-8.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a2-66.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "a2-66.akam.net.\n",
      "6\n",
      "a1-8.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "ian.ns.cloudflare.com.\n",
      "2\n",
      "ian.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "ian.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "ns-276.awsdns-34.com.\n",
      "4\n",
      "ns-528.awsdns-02.net.\n",
      "4\n",
      "ns-1973.awsdns-54.co.uk.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-276.awsdns-34.com.\n",
      "4\n",
      "ns-1973.awsdns-54.co.uk.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-528.awsdns-02.net.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-1973.awsdns-54.co.uk.\n",
      "4\n",
      "ns-276.awsdns-34.com.\n",
      "4\n",
      "ns-528.awsdns-02.net.\n",
      "4\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns-1717.awsdns-22.co.uk.\n",
      "4\n",
      "ns-1524.awsdns-62.org.\n",
      "4\n",
      "ns-808.awsdns-37.net.\n",
      "4\n",
      "ns-480.awsdns-60.com.\n",
      "4\n",
      "ns-1524.awsdns-62.org.\n",
      "4\n",
      "ns-1717.awsdns-22.co.uk.\n",
      "4\n",
      "ns-808.awsdns-37.net.\n",
      "4\n",
      "ns-480.awsdns-60.com.\n",
      "4\n",
      "ns-1717.awsdns-22.co.uk.\n",
      "4\n",
      "ns-808.awsdns-37.net.\n",
      "4\n",
      "ns-1524.awsdns-62.org.\n",
      "4\n",
      "ns-480.awsdns-60.com.\n",
      "4\n",
      "ns2.interpark.com.\n",
      "2\n",
      "ns.interpark.com.\n",
      "2\n",
      "ns.interpark.com.\n",
      "2\n",
      "ns2.interpark.com.\n",
      "2\n",
      "ns2.interpark.com.\n",
      "2\n",
      "ns.interpark.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "alina.ns.cloudflare.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "alina.ns.cloudflare.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "alina.ns.cloudflare.com.\n",
      "2\n",
      "heather.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "heather.ns.cloudflare.com.\n",
      "2\n",
      "heather.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns-1776.awsdns-30.co.uk.\n",
      "4\n",
      "ns-585.awsdns-09.net.\n",
      "4\n",
      "ns-1273.awsdns-31.org.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-1776.awsdns-30.co.uk.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-585.awsdns-09.net.\n",
      "4\n",
      "ns-1273.awsdns-31.org.\n",
      "4\n",
      "ns-1776.awsdns-30.co.uk.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-1273.awsdns-31.org.\n",
      "4\n",
      "ns-585.awsdns-09.net.\n",
      "4\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "nicole.ns.cloudflare.com.\n",
      "2\n",
      "nicole.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "asa.ns.cloudflare.com.\n",
      "2\n",
      "luke.ns.cloudflare.com.\n",
      "2\n",
      "luke.ns.cloudflare.com.\n",
      "2\n",
      "asa.ns.cloudflare.com.\n",
      "2\n",
      "asa.ns.cloudflare.com.\n",
      "2\n",
      "luke.ns.cloudflare.com.\n",
      "2\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns-74.awsdns-09.com.\n",
      "4\n",
      "ns-1716.awsdns-22.co.uk.\n",
      "4\n",
      "ns-1155.awsdns-16.org.\n",
      "4\n",
      "ns-534.awsdns-02.net.\n",
      "4\n",
      "ns-534.awsdns-02.net.\n",
      "4\n",
      "ns-1155.awsdns-16.org.\n",
      "4\n",
      "ns-74.awsdns-09.com.\n",
      "4\n",
      "ns-1716.awsdns-22.co.uk.\n",
      "4\n",
      "ns-1716.awsdns-22.co.uk.\n",
      "4\n",
      "ns-74.awsdns-09.com.\n",
      "4\n",
      "ns-534.awsdns-02.net.\n",
      "4\n",
      "ns-1155.awsdns-16.org.\n",
      "4\n",
      "ns1.verticals.olx.org.\n",
      "4\n",
      "ns4.verticals.olx.org.\n",
      "4\n",
      "ns3.verticals.olx.org.\n",
      "4\n",
      "ns2.verticals.olx.org.\n",
      "4\n",
      "ns2.verticals.olx.org.\n",
      "4\n",
      "ns3.verticals.olx.org.\n",
      "4\n",
      "ns1.verticals.olx.org.\n",
      "4\n",
      "ns4.verticals.olx.org.\n",
      "4\n",
      "ns-2017.awsdns-60.co.uk.\n",
      "4\n",
      "ns-1075.awsdns-06.org.\n",
      "4\n",
      "ns-354.awsdns-44.com.\n",
      "4\n",
      "ns-633.awsdns-15.net.\n",
      "4\n",
      "ns-633.awsdns-15.net.\n",
      "4\n",
      "ns-354.awsdns-44.com.\n",
      "4\n",
      "ns-1075.awsdns-06.org.\n",
      "4\n",
      "ns-2017.awsdns-60.co.uk.\n",
      "4\n",
      "ns4.verticals.olx.org.\n",
      "4\n",
      "ns2.verticals.olx.org.\n",
      "4\n",
      "ns3.verticals.olx.org.\n",
      "4\n",
      "ns1.verticals.olx.org.\n",
      "4\n",
      "ns4.olx.ro.\n",
      "4\n",
      "ns2.olx.ro.\n",
      "4\n",
      "ns3.olx.ro.\n",
      "4\n",
      "ns1.olx.ro.\n",
      "4\n",
      "ns2.olx.ro.\n",
      "4\n",
      "ns4.olx.ro.\n",
      "4\n",
      "ns3.olx.ro.\n",
      "4\n",
      "ns1.olx.ro.\n",
      "4\n",
      "ns-1873.awsdns-42.co.uk.\n",
      "4\n",
      "ns-1391.awsdns-45.org.\n",
      "4\n",
      "ns-752.awsdns-30.net.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-1873.awsdns-42.co.uk.\n",
      "4\n",
      "ns-1391.awsdns-45.org.\n",
      "4\n",
      "ns-752.awsdns-30.net.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns4.olx.ro.\n",
      "4\n",
      "ns2.olx.ro.\n",
      "4\n",
      "ns3.olx.ro.\n",
      "4\n",
      "ns1.olx.ro.\n",
      "4\n",
      "spo1.serpro.gov.br.\n",
      "4\n",
      "spo2.serpro.gov.br.\n",
      "4\n",
      "bsa2.serpro.gov.br.\n",
      "4\n",
      "bsa1.serpro.gov.br.\n",
      "4\n",
      "spo2.serpro.gov.br.\n",
      "4\n",
      "bsa2.serpro.gov.br.\n",
      "4\n",
      "bsa1.serpro.gov.br.\n",
      "4\n",
      "spo1.serpro.gov.br.\n",
      "4\n",
      "spo1.serpro.gov.br.\n",
      "4\n",
      "bsa1.serpro.gov.br.\n",
      "4\n",
      "bsa2.serpro.gov.br.\n",
      "4\n",
      "spo2.serpro.gov.br.\n",
      "4\n",
      "ns-245.awsdns-30.com.\n",
      "4\n",
      "ns-1699.awsdns-20.co.uk.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-245.awsdns-30.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-1699.awsdns-20.co.uk.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-245.awsdns-30.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-1699.awsdns-20.co.uk.\n",
      "4\n",
      "dns5.momoshop.com.tw.\n",
      "3\n",
      "dns6.momoshop.com.tw.\n",
      "3\n",
      "dns7.momoshop.com.tw.\n",
      "3\n",
      "dns6.momoshop.com.tw.\n",
      "3\n",
      "dns5.momoshop.com.tw.\n",
      "3\n",
      "dns7.momoshop.com.tw.\n",
      "3\n",
      "dns7.momoshop.com.tw.\n",
      "3\n",
      "dns5.momoshop.com.tw.\n",
      "3\n",
      "dns6.momoshop.com.tw.\n",
      "3\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-1033.awsdns-01.org.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-1033.awsdns-01.org.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-1033.awsdns-01.org.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-321.awsdns-40.com.\n",
      "4\n",
      "ns-744.awsdns-29.net.\n",
      "4\n",
      "ns-1814.awsdns-34.co.uk.\n",
      "4\n",
      "ns-1302.awsdns-34.org.\n",
      "4\n",
      "ns-744.awsdns-29.net.\n",
      "4\n",
      "ns-1302.awsdns-34.org.\n",
      "4\n",
      "ns-321.awsdns-40.com.\n",
      "4\n",
      "ns-1814.awsdns-34.co.uk.\n",
      "4\n",
      "ns-1814.awsdns-34.co.uk.\n",
      "4\n",
      "ns-321.awsdns-40.com.\n",
      "4\n",
      "ns-1302.awsdns-34.org.\n",
      "4\n",
      "ns-744.awsdns-29.net.\n",
      "4\n",
      "kara.ns.cloudflare.com.\n",
      "2\n",
      "jim.ns.cloudflare.com.\n",
      "2\n",
      "jim.ns.cloudflare.com.\n",
      "2\n",
      "kara.ns.cloudflare.com.\n",
      "2\n",
      "kara.ns.cloudflare.com.\n",
      "2\n",
      "jim.ns.cloudflare.com.\n",
      "2\n",
      "ns-1914.awsdns-47.co.uk.\n",
      "4\n",
      "ns-422.awsdns-52.com.\n",
      "4\n",
      "ns-554.awsdns-05.net.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-1914.awsdns-47.co.uk.\n",
      "4\n",
      "ns-554.awsdns-05.net.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-422.awsdns-52.com.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-422.awsdns-52.com.\n",
      "4\n",
      "ns-1914.awsdns-47.co.uk.\n",
      "4\n",
      "ns-554.awsdns-05.net.\n",
      "4\n",
      "zita.ns.cloudflare.com.\n",
      "2\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "zita.ns.cloudflare.com.\n",
      "2\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "zita.ns.cloudflare.com.\n",
      "2\n",
      "stan.ns.cloudflare.com.\n",
      "2\n",
      "melinda.ns.cloudflare.com.\n",
      "2\n",
      "stan.ns.cloudflare.com.\n",
      "2\n",
      "melinda.ns.cloudflare.com.\n",
      "2\n",
      "melinda.ns.cloudflare.com.\n",
      "2\n",
      "stan.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "ns-815.awsdns-37.net.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-1124.awsdns-12.org.\n",
      "4\n",
      "ns-1931.awsdns-49.co.uk.\n",
      "4\n",
      "ns-815.awsdns-37.net.\n",
      "4\n",
      "ns-1124.awsdns-12.org.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-1931.awsdns-49.co.uk.\n",
      "4\n",
      "ns-1931.awsdns-49.co.uk.\n",
      "4\n",
      "ns-1124.awsdns-12.org.\n",
      "4\n",
      "ns-815.awsdns-37.net.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns2.pavietnam.vn.\n",
      "3\n",
      "ns1.pavietnam.vn.\n",
      "3\n",
      "nsbak.pavietnam.net.\n",
      "3\n",
      "nsbak.pavietnam.net.\n",
      "3\n",
      "ns2.pavietnam.vn.\n",
      "3\n",
      "ns1.pavietnam.vn.\n",
      "3\n",
      "nsbak.pavietnam.net.\n",
      "3\n",
      "ns2.pavietnam.vn.\n",
      "3\n",
      "ns1.pavietnam.vn.\n",
      "3\n",
      "nsbak.pavietnam.net.\n",
      "3\n",
      "ns2.pavietnam.vn.\n",
      "3\n",
      "ns1.pavietnam.vn.\n",
      "3\n",
      "ns-1376.awsdns-44.org.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-1643.awsdns-13.co.uk.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-1376.awsdns-44.org.\n",
      "4\n",
      "ns-1643.awsdns-13.co.uk.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-1643.awsdns-13.co.uk.\n",
      "4\n",
      "ns-cloud-e1.googledomains.com.\n",
      "4\n",
      "ns-cloud-e2.googledomains.com.\n",
      "4\n",
      "ns-1376.awsdns-44.org.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-80.awsdns-10.com.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-80.awsdns-10.com.\n",
      "4\n",
      "ns-1285.awsdns-32.org.\n",
      "4\n",
      "ns-80.awsdns-10.com.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "paislee.ns.cloudflare.com.\n",
      "2\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "paislee.ns.cloudflare.com.\n",
      "2\n",
      "scott.ns.cloudflare.com.\n",
      "2\n",
      "paislee.ns.cloudflare.com.\n",
      "2\n",
      "ns-1420.awsdns-49.org.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-510.awsdns-63.com.\n",
      "4\n",
      "ns-706.awsdns-24.net.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-510.awsdns-63.com.\n",
      "4\n",
      "ns-706.awsdns-24.net.\n",
      "4\n",
      "ns-1420.awsdns-49.org.\n",
      "4\n",
      "ns-1573.awsdns-04.co.uk.\n",
      "4\n",
      "ns-1420.awsdns-49.org.\n",
      "4\n",
      "ns-510.awsdns-63.com.\n",
      "4\n",
      "ns-706.awsdns-24.net.\n",
      "4\n",
      "a11-67.akam.net.\n",
      "6\n",
      "a1-83.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a3-65.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "a3-65.akam.net.\n",
      "6\n",
      "a1-83.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a11-67.akam.net.\n",
      "6\n",
      "a3-65.akam.net.\n",
      "6\n",
      "a11-67.akam.net.\n",
      "6\n",
      "a1-83.akam.net.\n",
      "6\n",
      "a4-67.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a8-65.akam.net.\n",
      "6\n",
      "roxy.ns.cloudflare.com.\n",
      "2\n",
      "elmo.ns.cloudflare.com.\n",
      "2\n",
      "elmo.ns.cloudflare.com.\n",
      "2\n",
      "roxy.ns.cloudflare.com.\n",
      "2\n",
      "dan.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "dan.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "dan.ns.cloudflare.com.\n",
      "2\n",
      "ns-1926.awsdns-48.co.uk.\n",
      "4\n",
      "ns-346.awsdns-43.com.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-1157.awsdns-16.org.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-346.awsdns-43.com.\n",
      "4\n",
      "ns-1926.awsdns-48.co.uk.\n",
      "4\n",
      "ns-1157.awsdns-16.org.\n",
      "4\n",
      "ns-1157.awsdns-16.org.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-346.awsdns-43.com.\n",
      "4\n",
      "ns-1926.awsdns-48.co.uk.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "polar.caixa.gov.br.\n",
      "4\n",
      "mira.caixa.gov.br.\n",
      "4\n",
      "lyra.caixa.gov.br.\n",
      "4\n",
      "orion.caixa.gov.br.\n",
      "4\n",
      "darl.ns.cloudflare.com.\n",
      "2\n",
      "barbara.ns.cloudflare.com.\n",
      "2\n",
      "darl.ns.cloudflare.com.\n",
      "2\n",
      "barbara.ns.cloudflare.com.\n",
      "2\n",
      "darl.ns.cloudflare.com.\n",
      "2\n",
      "barbara.ns.cloudflare.com.\n",
      "2\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns10.uadns.com.\n",
      "3\n",
      "ns11.uadns.com.\n",
      "3\n",
      "ns12.uadns.com.\n",
      "3\n",
      "ns10.uadns.com.\n",
      "3\n",
      "ns11.uadns.com.\n",
      "3\n",
      "ns12.uadns.com.\n",
      "3\n",
      "ns10.uadns.com.\n",
      "3\n",
      "ns12.uadns.com.\n",
      "3\n",
      "ns11.uadns.com.\n",
      "3\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "mira.ns.cloudflare.com.\n",
      "2\n",
      "jonah.ns.cloudflare.com.\n",
      "2\n",
      "robotns3.second-ns.com.\n",
      "3\n",
      "ns1.first-ns.de.\n",
      "3\n",
      "robotns2.second-ns.de.\n",
      "3\n",
      "ns1.first-ns.de.\n",
      "3\n",
      "robotns2.second-ns.de.\n",
      "3\n",
      "robotns3.second-ns.com.\n",
      "3\n",
      "ns1.first-ns.de.\n",
      "3\n",
      "robotns3.second-ns.com.\n",
      "3\n",
      "robotns2.second-ns.de.\n",
      "3\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "fred.ns.cloudflare.com.\n",
      "2\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns3.dnsmadeeasy.com.\n",
      "5\n",
      "ns2.dnsmadeeasy.com.\n",
      "5\n",
      "ns1.dnsmadeeasy.com.\n",
      "5\n",
      "ns0.dnsmadeeasy.com.\n",
      "5\n",
      "ns4.dnsmadeeasy.com.\n",
      "5\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-4.awsdns-00.com.\n",
      "4\n",
      "ns-1979.awsdns-55.co.uk.\n",
      "4\n",
      "ns-1247.awsdns-27.org.\n",
      "4\n",
      "ns-773.awsdns-32.net.\n",
      "4\n",
      "ns-1979.awsdns-55.co.uk.\n",
      "4\n",
      "ns-1247.awsdns-27.org.\n",
      "4\n",
      "ns-4.awsdns-00.com.\n",
      "4\n",
      "ns-773.awsdns-32.net.\n",
      "4\n",
      "ns-4.awsdns-00.com.\n",
      "4\n",
      "ns-1247.awsdns-27.org.\n",
      "4\n",
      "ns-773.awsdns-32.net.\n",
      "4\n",
      "ns-1979.awsdns-55.co.uk.\n",
      "4\n",
      "ns3.rttv.ru.\n",
      "4\n",
      "ns1.rttv.ru.\n",
      "4\n",
      "ns2.rttv.ru.\n",
      "4\n",
      "ns4.rttv.ru.\n",
      "4\n",
      "ns4.rttv.ru.\n",
      "4\n",
      "ns1.rttv.ru.\n",
      "4\n",
      "ns3.rttv.ru.\n",
      "4\n",
      "ns2.rttv.ru.\n",
      "4\n",
      "asia2.akam.net.\n",
      "6\n",
      "eur2.akam.net.\n",
      "6\n",
      "ns1-122.akam.net.\n",
      "6\n",
      "ns1-61.akam.net.\n",
      "6\n",
      "ns1-127.akam.net.\n",
      "6\n",
      "usc1.akam.net.\n",
      "6\n",
      "eur2.akam.net.\n",
      "6\n",
      "ns1-127.akam.net.\n",
      "6\n",
      "ns1-61.akam.net.\n",
      "6\n",
      "asia2.akam.net.\n",
      "6\n",
      "ns1-122.akam.net.\n",
      "6\n",
      "usc1.akam.net.\n",
      "6\n",
      "asia2.akam.net.\n",
      "6\n",
      "eur2.akam.net.\n",
      "6\n",
      "ns1-61.akam.net.\n",
      "6\n",
      "ns1-127.akam.net.\n",
      "6\n",
      "ns1-122.akam.net.\n",
      "6\n",
      "usc1.akam.net.\n",
      "6\n",
      "ns-1232.awsdns-26.org.\n",
      "4\n",
      "ns-508.awsdns-63.com.\n",
      "4\n",
      "ns-1900.awsdns-45.co.uk.\n",
      "4\n",
      "ns-586.awsdns-09.net.\n",
      "4\n",
      "ns-1900.awsdns-45.co.uk.\n",
      "4\n",
      "ns-1232.awsdns-26.org.\n",
      "4\n",
      "ns-586.awsdns-09.net.\n",
      "4\n",
      "ns-508.awsdns-63.com.\n",
      "4\n",
      "ns-586.awsdns-09.net.\n",
      "4\n",
      "ns-508.awsdns-63.com.\n",
      "4\n",
      "ns-1232.awsdns-26.org.\n",
      "4\n",
      "ns-1900.awsdns-45.co.uk.\n",
      "4\n",
      "ns61.constellix.net.\n",
      "6\n",
      "ns41.constellix.net.\n",
      "6\n",
      "ns51.constellix.net.\n",
      "6\n",
      "ns11.constellix.com.\n",
      "6\n",
      "ns21.constellix.com.\n",
      "6\n",
      "ns31.constellix.com.\n",
      "6\n",
      "ns31.constellix.com.\n",
      "6\n",
      "ns41.constellix.net.\n",
      "6\n",
      "ns11.constellix.com.\n",
      "6\n",
      "ns21.constellix.com.\n",
      "6\n",
      "ns61.constellix.net.\n",
      "6\n",
      "ns51.constellix.net.\n",
      "6\n",
      "ns61.constellix.net.\n",
      "6\n",
      "ns51.constellix.net.\n",
      "6\n",
      "ns11.constellix.com.\n",
      "6\n",
      "ns21.constellix.com.\n",
      "6\n",
      "ns41.constellix.net.\n",
      "6\n",
      "ns31.constellix.com.\n",
      "6\n",
      "dns3.p05.nsone.net.\n",
      "4\n",
      "dns4.p05.nsone.net.\n",
      "4\n",
      "dns2.p05.nsone.net.\n",
      "4\n",
      "dns1.p05.nsone.net.\n",
      "4\n",
      "dns3.p05.nsone.net.\n",
      "4\n",
      "dns1.p05.nsone.net.\n",
      "4\n",
      "dns2.p05.nsone.net.\n",
      "4\n",
      "dns4.p05.nsone.net.\n",
      "4\n",
      "dns3.p05.nsone.net.\n",
      "4\n",
      "dns1.p05.nsone.net.\n",
      "4\n",
      "dns4.p05.nsone.net.\n",
      "4\n",
      "dns2.p05.nsone.net.\n",
      "4\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1126.awsdns-12.org.\n",
      "4\n",
      "ns-520.awsdns-01.net.\n",
      "4\n",
      "ns-265.awsdns-33.com.\n",
      "4\n",
      "ns-265.awsdns-33.com.\n",
      "4\n",
      "ns-1126.awsdns-12.org.\n",
      "4\n",
      "ns-520.awsdns-01.net.\n",
      "4\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-265.awsdns-33.com.\n",
      "4\n",
      "ns-520.awsdns-01.net.\n",
      "4\n",
      "ns-1126.awsdns-12.org.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-203.awsdns-25.com.\n",
      "4\n",
      "ns-1230.awsdns-25.org.\n",
      "4\n",
      "ns-807.awsdns-36.net.\n",
      "4\n",
      "ns-1685.awsdns-18.co.uk.\n",
      "4\n",
      "ns-203.awsdns-25.com.\n",
      "4\n",
      "ns-1230.awsdns-25.org.\n",
      "4\n",
      "ns-1685.awsdns-18.co.uk.\n",
      "4\n",
      "ns-807.awsdns-36.net.\n",
      "4\n",
      "ns-1685.awsdns-18.co.uk.\n",
      "4\n",
      "ns-807.awsdns-36.net.\n",
      "4\n",
      "ns-1230.awsdns-25.org.\n",
      "4\n",
      "ns-203.awsdns-25.com.\n",
      "4\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1146.awsdns-15.org.\n",
      "4\n",
      "ns-110.awsdns-13.com.\n",
      "4\n",
      "ns-1835.awsdns-37.co.uk.\n",
      "4\n",
      "ns-624.awsdns-14.net.\n",
      "4\n",
      "ns-1400.awsdns-47.org.\n",
      "4\n",
      "ns-1614.awsdns-09.co.uk.\n",
      "4\n",
      "ns-425.awsdns-53.com.\n",
      "4\n",
      "ns-676.awsdns-20.net.\n",
      "4\n",
      "ns-1400.awsdns-47.org.\n",
      "4\n",
      "ns-1614.awsdns-09.co.uk.\n",
      "4\n",
      "ns-425.awsdns-53.com.\n",
      "4\n",
      "ns-676.awsdns-20.net.\n",
      "4\n",
      "ns-425.awsdns-53.com.\n",
      "4\n",
      "ns-1400.awsdns-47.org.\n",
      "4\n",
      "ns-676.awsdns-20.net.\n",
      "4\n",
      "ns-1614.awsdns-09.co.uk.\n",
      "4\n",
      "ns-267.awsdns-33.com.\n",
      "4\n",
      "ns-1233.awsdns-26.org.\n",
      "4\n",
      "ns-710.awsdns-24.net.\n",
      "4\n",
      "ns-1655.awsdns-14.co.uk.\n",
      "4\n",
      "ns-1655.awsdns-14.co.uk.\n",
      "4\n",
      "ns-267.awsdns-33.com.\n",
      "4\n",
      "ns-710.awsdns-24.net.\n",
      "4\n",
      "ns-1233.awsdns-26.org.\n",
      "4\n",
      "ns-1655.awsdns-14.co.uk.\n",
      "4\n",
      "ns-1233.awsdns-26.org.\n",
      "4\n",
      "ns-267.awsdns-33.com.\n",
      "4\n",
      "ns-710.awsdns-24.net.\n",
      "4\n",
      "dns01.muumuu-domain.com.\n",
      "2\n",
      "dns02.muumuu-domain.com.\n",
      "2\n",
      "dns01.muumuu-domain.com.\n",
      "2\n",
      "dns02.muumuu-domain.com.\n",
      "2\n",
      "dns01.muumuu-domain.com.\n",
      "2\n",
      "dns02.muumuu-domain.com.\n",
      "2\n",
      "ns3.mediaset.net.\n",
      "4\n",
      "ns4.mediaset.net.\n",
      "4\n",
      "ns2.mediaset.net.\n",
      "4\n",
      "ns1.mediaset.net.\n",
      "4\n",
      "ns4.mediaset.net.\n",
      "4\n",
      "ns2.mediaset.net.\n",
      "4\n",
      "ns3.mediaset.net.\n",
      "4\n",
      "ns1.mediaset.net.\n",
      "4\n",
      "ns1.mediaset.net.\n",
      "4\n",
      "ns3.mediaset.net.\n",
      "4\n",
      "ns4.mediaset.net.\n",
      "4\n",
      "ns2.mediaset.net.\n",
      "4\n",
      "piper.ns.cloudflare.com.\n",
      "2\n",
      "bob.ns.cloudflare.com.\n",
      "2\n",
      "piper.ns.cloudflare.com.\n",
      "2\n",
      "bob.ns.cloudflare.com.\n",
      "2\n",
      "bob.ns.cloudflare.com.\n",
      "2\n",
      "piper.ns.cloudflare.com.\n",
      "2\n",
      "andy.ns.cloudflare.com.\n",
      "2\n",
      "jean.ns.cloudflare.com.\n",
      "2\n",
      "jean.ns.cloudflare.com.\n",
      "2\n",
      "andy.ns.cloudflare.com.\n",
      "2\n",
      "a2-64.akam.net.\n",
      "6\n",
      "a1-194.akam.net.\n",
      "6\n",
      "a9-66.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a22-67.akam.net.\n",
      "6\n",
      "a24-64.akam.net.\n",
      "6\n",
      "a1-194.akam.net.\n",
      "6\n",
      "a22-67.akam.net.\n",
      "6\n",
      "a9-66.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a2-64.akam.net.\n",
      "6\n",
      "a24-64.akam.net.\n",
      "6\n",
      "a9-66.akam.net.\n",
      "6\n",
      "a7-66.akam.net.\n",
      "6\n",
      "a1-194.akam.net.\n",
      "6\n",
      "a2-64.akam.net.\n",
      "6\n",
      "a22-67.akam.net.\n",
      "6\n",
      "a24-64.akam.net.\n",
      "6\n",
      "ns6.nastooh.ir.\n",
      "2\n",
      "ns5.nastooh.ir.\n",
      "2\n",
      "ns6.nastooh.ir.\n",
      "2\n",
      "ns5.nastooh.ir.\n",
      "2\n",
      "ns6.nastooh.ir.\n",
      "2\n",
      "ns5.nastooh.ir.\n",
      "2\n",
      "ns5.nastooh.ir.\n",
      "2\n",
      "ns6.nastooh.ir.\n",
      "2\n",
      "ns5.nastooh.ir.\n",
      "2\n",
      "ns6.nastooh.ir.\n",
      "2\n",
      "a1-208.akam.net.\n",
      "6\n",
      "a12-67.akam.net.\n",
      "6\n",
      "a18-64.akam.net.\n",
      "6\n",
      "a2-65.akam.net.\n",
      "6\n",
      "a3-66.akam.net.\n",
      "6\n",
      "a7-67.akam.net.\n",
      "6\n",
      "a2-65.akam.net.\n",
      "6\n",
      "a7-67.akam.net.\n",
      "6\n",
      "a18-64.akam.net.\n",
      "6\n",
      "a1-208.akam.net.\n",
      "6\n",
      "a12-67.akam.net.\n",
      "6\n",
      "a3-66.akam.net.\n",
      "6\n",
      "a18-64.akam.net.\n",
      "6\n",
      "a12-67.akam.net.\n",
      "6\n",
      "a1-208.akam.net.\n",
      "6\n",
      "a3-66.akam.net.\n",
      "6\n",
      "a2-65.akam.net.\n",
      "6\n",
      "a7-67.akam.net.\n",
      "6\n",
      "ns2.chinanet.cn.\n",
      "2\n",
      "ns1.chinanet.cn.\n",
      "2\n",
      "ns1.chinanet.cn.\n",
      "2\n",
      "ns2.chinanet.cn.\n",
      "2\n",
      "heidi.ns.cloudflare.com.\n",
      "2\n",
      "kareem.ns.cloudflare.com.\n",
      "2\n",
      "heidi.ns.cloudflare.com.\n",
      "2\n",
      "kareem.ns.cloudflare.com.\n",
      "2\n",
      "heidi.ns.cloudflare.com.\n",
      "2\n",
      "kareem.ns.cloudflare.com.\n",
      "2\n",
      "ns-1313.awsdns-36.org.\n",
      "4\n",
      "ns-2028.awsdns-61.co.uk.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-2028.awsdns-61.co.uk.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1313.awsdns-36.org.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-473.awsdns-59.com.\n",
      "4\n",
      "ns-1313.awsdns-36.org.\n",
      "4\n",
      "ns-2028.awsdns-61.co.uk.\n",
      "4\n",
      "ns-795.awsdns-35.net.\n",
      "4\n",
      "ns-1368.awsdns-43.org.\n",
      "4\n",
      "ns-1869.awsdns-41.co.uk.\n",
      "4\n",
      "ns-736.awsdns-28.net.\n",
      "4\n",
      "ns-318.awsdns-39.com.\n",
      "4\n",
      "ns-1368.awsdns-43.org.\n",
      "4\n",
      "ns-736.awsdns-28.net.\n",
      "4\n",
      "ns-1869.awsdns-41.co.uk.\n",
      "4\n",
      "ns-318.awsdns-39.com.\n",
      "4\n",
      "ns3.routing.net.\n",
      "3\n",
      "ns2.routing.net.\n",
      "3\n",
      "ns1.routing.net.\n",
      "3\n",
      "ns3.routing.net.\n",
      "3\n",
      "ns2.routing.net.\n",
      "3\n",
      "ns1.routing.net.\n",
      "3\n",
      "ns11.domaincontrol.com.\n",
      "2\n",
      "ns12.domaincontrol.com.\n",
      "2\n",
      "ns12.domaincontrol.com.\n",
      "2\n",
      "ns11.domaincontrol.com.\n",
      "2\n",
      "ns77.domaincontrol.com.\n",
      "2\n",
      "ns78.domaincontrol.com.\n",
      "2\n",
      "ns78.domaincontrol.com.\n",
      "2\n",
      "ns77.domaincontrol.com.\n",
      "2\n",
      "ns3.routing.net.\n",
      "3\n",
      "ns1.routing.net.\n",
      "3\n",
      "ns2.routing.net.\n",
      "3\n",
      "ns1-105.akam.net.\n",
      "8\n",
      "use4.akam.net.\n",
      "8\n",
      "usw4.akam.net.\n",
      "8\n",
      "asia3.akam.net.\n",
      "8\n",
      "eur5.akam.net.\n",
      "8\n",
      "eur2.akam.net.\n",
      "8\n",
      "usc4.akam.net.\n",
      "8\n",
      "ns1-8.akam.net.\n",
      "8\n",
      "eur5.akam.net.\n",
      "8\n",
      "usc4.akam.net.\n",
      "8\n",
      "asia3.akam.net.\n",
      "8\n",
      "ns1-105.akam.net.\n",
      "8\n",
      "use4.akam.net.\n",
      "8\n",
      "usw4.akam.net.\n",
      "8\n",
      "eur2.akam.net.\n",
      "8\n",
      "ns1-8.akam.net.\n",
      "8\n",
      "eur2.akam.net.\n",
      "8\n",
      "use4.akam.net.\n",
      "8\n",
      "ns1-105.akam.net.\n",
      "8\n",
      "ns1-8.akam.net.\n",
      "8\n",
      "asia3.akam.net.\n",
      "8\n",
      "usc4.akam.net.\n",
      "8\n",
      "eur5.akam.net.\n",
      "8\n",
      "usw4.akam.net.\n",
      "8\n",
      "eur5.akam.net.\n",
      "8\n",
      "eur2.akam.net.\n",
      "8\n",
      "use4.akam.net.\n",
      "8\n",
      "asia3.akam.net.\n",
      "8\n",
      "ns1-8.akam.net.\n",
      "8\n",
      "usw4.akam.net.\n",
      "8\n",
      "ns1-105.akam.net.\n",
      "8\n",
      "usc4.akam.net.\n",
      "8\n",
      "usw4.akam.net.\n",
      "8\n",
      "use4.akam.net.\n",
      "8\n",
      "ns1-8.akam.net.\n",
      "8\n",
      "usc4.akam.net.\n",
      "8\n",
      "ns1-105.akam.net.\n",
      "8\n",
      "eur2.akam.net.\n",
      "8\n",
      "eur5.akam.net.\n",
      "8\n",
      "asia3.akam.net.\n",
      "8\n",
      "ns-1787.awsdns-31.co.uk.\n",
      "4\n",
      "ns-1147.awsdns-15.org.\n",
      "4\n",
      "ns-495.awsdns-61.com.\n",
      "4\n",
      "ns-850.awsdns-42.net.\n",
      "4\n",
      "ns-1787.awsdns-31.co.uk.\n",
      "4\n",
      "ns-495.awsdns-61.com.\n",
      "4\n",
      "ns-1147.awsdns-15.org.\n",
      "4\n",
      "ns-850.awsdns-42.net.\n",
      "4\n",
      "ns-495.awsdns-61.com.\n",
      "4\n",
      "ns-1787.awsdns-31.co.uk.\n",
      "4\n",
      "ns-1147.awsdns-15.org.\n",
      "4\n",
      "ns-850.awsdns-42.net.\n",
      "4\n",
      "ns2.dnsv4.com.\n",
      "2\n",
      "ns1.dnsv4.com.\n",
      "2\n",
      "ns2.dnsv4.com.\n",
      "2\n",
      "ns1.dnsv4.com.\n",
      "2\n",
      "ns1.dnsv4.com.\n",
      "2\n",
      "ns2.dnsv4.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "boyd.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "boyd.ns.cloudflare.com.\n",
      "2\n",
      "boyd.ns.cloudflare.com.\n",
      "2\n",
      "kiki.ns.cloudflare.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns.cox.net.\n",
      "3\n",
      "ns.east.cox.net.\n",
      "3\n",
      "ns.west.cox.net.\n",
      "3\n",
      "ns.east.cox.net.\n",
      "3\n",
      "ns.west.cox.net.\n",
      "3\n",
      "ns.cox.net.\n",
      "3\n",
      "ns.west.cox.net.\n",
      "3\n",
      "ns.cox.net.\n",
      "3\n",
      "ns.east.cox.net.\n",
      "3\n",
      "a1-251.akam.net.\n",
      "6\n",
      "a20-66.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a10-64.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a20-66.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a1-251.akam.net.\n",
      "6\n",
      "a10-64.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "a1-251.akam.net.\n",
      "6\n",
      "a26-67.akam.net.\n",
      "6\n",
      "a10-64.akam.net.\n",
      "6\n",
      "a13-65.akam.net.\n",
      "6\n",
      "a20-66.akam.net.\n",
      "6\n",
      "a7-64.akam.net.\n",
      "6\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "kim.ns.cloudflare.com.\n",
      "2\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "kim.ns.cloudflare.com.\n",
      "2\n",
      "kim.ns.cloudflare.com.\n",
      "2\n",
      "walt.ns.cloudflare.com.\n",
      "2\n",
      "ns1.tebyanidcns.ir.\n",
      "2\n",
      "ns2.tebyanidcns.ir.\n",
      "2\n",
      "ns2.tebyanidcns.ir.\n",
      "2\n",
      "ns1.tebyanidcns.ir.\n",
      "2\n",
      "ns2.tebyanidcns.ir.\n",
      "2\n",
      "ns1.tebyanidcns.ir.\n",
      "2\n",
      "dns4.name-services.com.\n",
      "5\n",
      "dns2.name-services.com.\n",
      "5\n",
      "dns3.name-services.com.\n",
      "5\n",
      "dns5.name-services.com.\n",
      "5\n",
      "dns1.name-services.com.\n",
      "5\n",
      "dns4.name-services.com.\n",
      "5\n",
      "dns1.name-services.com.\n",
      "5\n",
      "dns5.name-services.com.\n",
      "5\n",
      "dns2.name-services.com.\n",
      "5\n",
      "dns3.name-services.com.\n",
      "5\n",
      "dns2.name-services.com.\n",
      "5\n",
      "dns1.name-services.com.\n",
      "5\n",
      "dns5.name-services.com.\n",
      "5\n",
      "dns3.name-services.com.\n",
      "5\n",
      "dns4.name-services.com.\n",
      "5\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns1.megogo.net.\n",
      "3\n",
      "ns5.megogo.net.\n",
      "3\n",
      "ns6.megogo.net.\n",
      "3\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "carter.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "ns10.sputniknews.com.\n",
      "2\n",
      "ns9.sputniknews.com.\n",
      "2\n",
      "ns10.sputniknews.com.\n",
      "2\n",
      "ns9.sputniknews.com.\n",
      "2\n",
      "ns-1445.awsdns-52.org.\n",
      "4\n",
      "ns-576.awsdns-08.net.\n",
      "4\n",
      "ns-1780.awsdns-30.co.uk.\n",
      "4\n",
      "ns-375.awsdns-46.com.\n",
      "4\n",
      "ns-576.awsdns-08.net.\n",
      "4\n",
      "ns-375.awsdns-46.com.\n",
      "4\n",
      "ns-1780.awsdns-30.co.uk.\n",
      "4\n",
      "ns-1445.awsdns-52.org.\n",
      "4\n",
      "ns-1445.awsdns-52.org.\n",
      "4\n",
      "ns-576.awsdns-08.net.\n",
      "4\n",
      "ns-1780.awsdns-30.co.uk.\n",
      "4\n",
      "ns-375.awsdns-46.com.\n",
      "4\n",
      "ns-1780.awsdns-30.co.uk.\n",
      "4\n",
      "ns-375.awsdns-46.com.\n",
      "4\n",
      "ns-576.awsdns-08.net.\n",
      "4\n",
      "ns-1445.awsdns-52.org.\n",
      "4\n",
      "ns-1780.awsdns-30.co.uk.\n",
      "4\n",
      "ns-576.awsdns-08.net.\n",
      "4\n",
      "ns-1445.awsdns-52.org.\n",
      "4\n",
      "ns-375.awsdns-46.com.\n",
      "4\n",
      "ns3.yandex.ru.\n",
      "2\n",
      "ns4.yandex.ru.\n",
      "2\n",
      "ns4.yandex.ru.\n",
      "2\n",
      "ns3.yandex.ru.\n",
      "2\n",
      "ns4.yandex.ru.\n",
      "2\n",
      "ns3.yandex.ru.\n",
      "2\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-1832.awsdns-37.co.uk.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-1832.awsdns-37.co.uk.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-1832.awsdns-37.co.uk.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-445.awsdns-55.com.\n",
      "4\n",
      "ns-1305.awsdns-35.org.\n",
      "4\n",
      "ns-1746.awsdns-26.co.uk.\n",
      "4\n",
      "ns-584.awsdns-09.net.\n",
      "4\n",
      "ns-1305.awsdns-35.org.\n",
      "4\n",
      "ns-1746.awsdns-26.co.uk.\n",
      "4\n",
      "ns-584.awsdns-09.net.\n",
      "4\n",
      "ns-445.awsdns-55.com.\n",
      "4\n",
      "ns-1305.awsdns-35.org.\n",
      "4\n",
      "ns-1746.awsdns-26.co.uk.\n",
      "4\n",
      "ns-584.awsdns-09.net.\n",
      "4\n",
      "ns-445.awsdns-55.com.\n",
      "4\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns-1607.awsdns-08.co.uk.\n",
      "4\n",
      "ns-1132.awsdns-13.org.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-1132.awsdns-13.org.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-1607.awsdns-08.co.uk.\n",
      "4\n",
      "ns-704.awsdns-24.net.\n",
      "4\n",
      "ns-1607.awsdns-08.co.uk.\n",
      "4\n",
      "ns-358.awsdns-44.com.\n",
      "4\n",
      "ns-1132.awsdns-13.org.\n",
      "4\n",
      "ns109.twdcns.com.\n",
      "4\n",
      "ns109.twdcns.org.\n",
      "4\n",
      "ns109.twdcns.co.uk.\n",
      "4\n",
      "ns109.twdcns.net.\n",
      "4\n",
      "ns109.twdcns.com.\n",
      "4\n",
      "ns109.twdcns.org.\n",
      "4\n",
      "ns109.twdcns.net.\n",
      "4\n",
      "ns109.twdcns.co.uk.\n",
      "4\n",
      "ns109.twdcns.org.\n",
      "4\n",
      "ns109.twdcns.com.\n",
      "4\n",
      "ns109.twdcns.co.uk.\n",
      "4\n",
      "ns109.twdcns.net.\n",
      "4\n",
      "nola.ns.cloudflare.com.\n",
      "2\n",
      "mitch.ns.cloudflare.com.\n",
      "2\n",
      "mitch.ns.cloudflare.com.\n",
      "2\n",
      "nola.ns.cloudflare.com.\n",
      "2\n",
      "nola.ns.cloudflare.com.\n",
      "2\n",
      "mitch.ns.cloudflare.com.\n",
      "2\n",
      "ns-224.awsdns-28.com.\n",
      "4\n",
      "ns-1811.awsdns-34.co.uk.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-1215.awsdns-23.org.\n",
      "4\n",
      "ns-224.awsdns-28.com.\n",
      "4\n",
      "ns-1215.awsdns-23.org.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-1811.awsdns-34.co.uk.\n",
      "4\n",
      "ns-1811.awsdns-34.co.uk.\n",
      "4\n",
      "ns-224.awsdns-28.com.\n",
      "4\n",
      "ns-925.awsdns-51.net.\n",
      "4\n",
      "ns-1215.awsdns-23.org.\n",
      "4\n",
      "ns2.fptonline.vn.\n",
      "2\n",
      "ns1.fptonline.vn.\n",
      "2\n",
      "ns1.fptonline.vn.\n",
      "2\n",
      "ns2.fptonline.vn.\n",
      "2\n",
      "ns1.fptonline.vn.\n",
      "2\n",
      "ns2.fptonline.vn.\n",
      "2\n",
      "ns1.fptonline.vn.\n",
      "2\n",
      "ns2.fptonline.vn.\n",
      "2\n",
      "ns-390.awsdns-48.com.\n",
      "4\n",
      "ns-2036.awsdns-62.co.uk.\n",
      "4\n",
      "ns-806.awsdns-36.net.\n",
      "4\n",
      "ns-1393.awsdns-46.org.\n",
      "4\n",
      "ns-390.awsdns-48.com.\n",
      "4\n",
      "ns-1393.awsdns-46.org.\n",
      "4\n",
      "ns-2036.awsdns-62.co.uk.\n",
      "4\n",
      "ns-806.awsdns-36.net.\n",
      "4\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "wolf.pchome.com.tw.\n",
      "5\n",
      "dns2.pchome.com.tw.\n",
      "5\n",
      "dns.pchome.com.tw.\n",
      "5\n",
      "dns3.pchome.com.tw.\n",
      "5\n",
      "cheetah.pchome.com.tw.\n",
      "5\n",
      "cheetah.pchome.com.tw.\n",
      "5\n",
      "wolf.pchome.com.tw.\n",
      "5\n",
      "dns3.pchome.com.tw.\n",
      "5\n",
      "dns2.pchome.com.tw.\n",
      "5\n",
      "dns.pchome.com.tw.\n",
      "5\n",
      "wolf.pchome.com.tw.\n",
      "5\n",
      "dns2.pchome.com.tw.\n",
      "5\n",
      "dns.pchome.com.tw.\n",
      "5\n",
      "cheetah.pchome.com.tw.\n",
      "5\n",
      "dns3.pchome.com.tw.\n",
      "5\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "lily.ns.cloudflare.com.\n",
      "2\n",
      "ben.ns.cloudflare.com.\n",
      "2\n",
      "ns.2gis.ru.\n",
      "3\n",
      "ns2.2gis.ru.\n",
      "3\n",
      "ns3.2gis.ru.\n",
      "3\n",
      "ns2.2gis.ru.\n",
      "3\n",
      "ns3.2gis.ru.\n",
      "3\n",
      "ns.2gis.ru.\n",
      "3\n",
      "ns3.2gis.ru.\n",
      "3\n",
      "ns2.2gis.ru.\n",
      "3\n",
      "ns.2gis.ru.\n",
      "3\n",
      "ns13.dnsmadeeasy.com.\n",
      "6\n",
      "ns15.dnsmadeeasy.com.\n",
      "6\n",
      "ns11.dnsmadeeasy.com.\n",
      "6\n",
      "ns12.dnsmadeeasy.com.\n",
      "6\n",
      "ns10.dnsmadeeasy.com.\n",
      "6\n",
      "ns14.dnsmadeeasy.com.\n",
      "6\n",
      "ns12.dnsmadeeasy.com.\n",
      "6\n",
      "ns13.dnsmadeeasy.com.\n",
      "6\n",
      "ns10.dnsmadeeasy.com.\n",
      "6\n",
      "ns11.dnsmadeeasy.com.\n",
      "6\n",
      "ns14.dnsmadeeasy.com.\n",
      "6\n",
      "ns15.dnsmadeeasy.com.\n",
      "6\n",
      "ns13.dnsmadeeasy.com.\n",
      "6\n",
      "ns10.dnsmadeeasy.com.\n",
      "6\n",
      "ns11.dnsmadeeasy.com.\n",
      "6\n",
      "ns15.dnsmadeeasy.com.\n",
      "6\n",
      "ns14.dnsmadeeasy.com.\n",
      "6\n",
      "ns12.dnsmadeeasy.com.\n",
      "6\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns2.cbn.net.id.\n",
      "2\n",
      "ns1.cbn.net.id.\n",
      "2\n",
      "ns-210.awsdns-26.com.\n",
      "4\n",
      "ns-629.awsdns-14.net.\n",
      "4\n",
      "ns-1342.awsdns-39.org.\n",
      "4\n",
      "ns-1993.awsdns-57.co.uk.\n",
      "4\n",
      "ns-1993.awsdns-57.co.uk.\n",
      "4\n",
      "ns-210.awsdns-26.com.\n",
      "4\n",
      "ns-629.awsdns-14.net.\n",
      "4\n",
      "ns-1342.awsdns-39.org.\n",
      "4\n",
      "ns-629.awsdns-14.net.\n",
      "4\n",
      "ns-1342.awsdns-39.org.\n",
      "4\n",
      "ns-1993.awsdns-57.co.uk.\n",
      "4\n",
      "ns-210.awsdns-26.com.\n",
      "4\n",
      "ns1.dnsv2.com.\n",
      "2\n",
      "ns2.dnsv2.com.\n",
      "2\n",
      "ns1.dnsv2.com.\n",
      "2\n",
      "ns2.dnsv2.com.\n",
      "2\n",
      "albert.ns.cloudflare.com.\n",
      "2\n",
      "kristin.ns.cloudflare.com.\n",
      "2\n",
      "albert.ns.cloudflare.com.\n",
      "2\n",
      "kristin.ns.cloudflare.com.\n",
      "2\n",
      "ns6.skyrock.net.\n",
      "6\n",
      "ns3.skyrock.net.\n",
      "6\n",
      "ns5.skyrock.net.\n",
      "6\n",
      "ns1.skyrock.net.\n",
      "6\n",
      "ns2.skyrock.net.\n",
      "6\n",
      "ns4.skyrock.net.\n",
      "6\n",
      "ns2.skyrock.net.\n",
      "6\n",
      "ns3.skyrock.net.\n",
      "6\n",
      "ns6.skyrock.net.\n",
      "6\n",
      "ns1.skyrock.net.\n",
      "6\n",
      "ns4.skyrock.net.\n",
      "6\n",
      "ns5.skyrock.net.\n",
      "6\n",
      "ns1.skyrock.net.\n",
      "6\n",
      "ns2.skyrock.net.\n",
      "6\n",
      "ns5.skyrock.net.\n",
      "6\n",
      "ns3.skyrock.net.\n",
      "6\n",
      "ns6.skyrock.net.\n",
      "6\n",
      "ns4.skyrock.net.\n",
      "6\n",
      "ns-492.awsdns-61.com.\n",
      "4\n",
      "ns-877.awsdns-45.net.\n",
      "4\n",
      "ns-1154.awsdns-16.org.\n",
      "4\n",
      "ns-1546.awsdns-01.co.uk.\n",
      "4\n",
      "ns-1154.awsdns-16.org.\n",
      "4\n",
      "ns-492.awsdns-61.com.\n",
      "4\n",
      "ns-877.awsdns-45.net.\n",
      "4\n",
      "ns-1546.awsdns-01.co.uk.\n",
      "4\n",
      "ns-492.awsdns-61.com.\n",
      "4\n",
      "ns-1154.awsdns-16.org.\n",
      "4\n",
      "ns-877.awsdns-45.net.\n",
      "4\n",
      "ns-1546.awsdns-01.co.uk.\n",
      "4\n",
      "dns4.p05.nsone.net.\n",
      "8\n",
      "ns03.dnsfaster.com.\n",
      "8\n",
      "dns2.p05.nsone.net.\n",
      "8\n",
      "ns02.dnsfaster.com.\n",
      "8\n",
      "ns04.dnsfaster.com.\n",
      "8\n",
      "dns1.p05.nsone.net.\n",
      "8\n",
      "ns01.dnsfaster.com.\n",
      "8\n",
      "dns3.p05.nsone.net.\n",
      "8\n",
      "dns3.p05.nsone.net.\n",
      "8\n",
      "ns04.dnsfaster.com.\n",
      "8\n",
      "ns01.dnsfaster.com.\n",
      "8\n",
      "ns03.dnsfaster.com.\n",
      "8\n",
      "ns02.dnsfaster.com.\n",
      "8\n",
      "dns1.p05.nsone.net.\n",
      "8\n",
      "dns4.p05.nsone.net.\n",
      "8\n",
      "dns2.p05.nsone.net.\n",
      "8\n",
      "ns02.dnsfaster.com.\n",
      "8\n",
      "ns01.dnsfaster.com.\n",
      "8\n",
      "ns04.dnsfaster.com.\n",
      "8\n",
      "ns03.dnsfaster.com.\n",
      "8\n",
      "dns1.p05.nsone.net.\n",
      "8\n",
      "dns3.p05.nsone.net.\n",
      "8\n",
      "dns2.p05.nsone.net.\n",
      "8\n",
      "dns4.p05.nsone.net.\n",
      "8\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "ns-8.awsdns-01.com.\n",
      "4\n",
      "ns-688.awsdns-22.net.\n",
      "4\n",
      "ns-1872.awsdns-42.co.uk.\n",
      "4\n",
      "ns-1507.awsdns-60.org.\n",
      "4\n",
      "ns-8.awsdns-01.com.\n",
      "4\n",
      "ns-1507.awsdns-60.org.\n",
      "4\n",
      "ns-1872.awsdns-42.co.uk.\n",
      "4\n",
      "ns-688.awsdns-22.net.\n",
      "4\n",
      "ns-688.awsdns-22.net.\n",
      "4\n",
      "ns-1507.awsdns-60.org.\n",
      "4\n",
      "ns-1872.awsdns-42.co.uk.\n",
      "4\n",
      "ns-8.awsdns-01.com.\n",
      "4\n",
      "elaine.ns.cloudflare.com.\n",
      "2\n",
      "dom.ns.cloudflare.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns1.parklogic.com.\n",
      "2\n",
      "ns2.parklogic.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-1489.awsdns-58.org.\n",
      "4\n",
      "ns-214.awsdns-26.com.\n",
      "4\n",
      "ns-1489.awsdns-58.org.\n",
      "4\n",
      "ns-214.awsdns-26.com.\n",
      "4\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-616.awsdns-13.net.\n",
      "4\n",
      "ns-214.awsdns-26.com.\n",
      "4\n",
      "ns-1489.awsdns-58.org.\n",
      "4\n",
      "ns-1834.awsdns-37.co.uk.\n",
      "4\n",
      "ns-1659.awsdns-15.co.uk.\n",
      "4\n",
      "ns-1303.awsdns-34.org.\n",
      "4\n",
      "ns-646.awsdns-16.net.\n",
      "4\n",
      "ns-451.awsdns-56.com.\n",
      "4\n",
      "ns-451.awsdns-56.com.\n",
      "4\n",
      "ns-1659.awsdns-15.co.uk.\n",
      "4\n",
      "ns-646.awsdns-16.net.\n",
      "4\n",
      "ns-1303.awsdns-34.org.\n",
      "4\n",
      "ns-1303.awsdns-34.org.\n",
      "4\n",
      "ns-646.awsdns-16.net.\n",
      "4\n",
      "ns-451.awsdns-56.com.\n",
      "4\n",
      "ns-1659.awsdns-15.co.uk.\n",
      "4\n",
      "ns-1421.awsdns-49.org.\n",
      "4\n",
      "ns-862.awsdns-43.net.\n",
      "4\n",
      "ns-1613.awsdns-09.co.uk.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-1421.awsdns-49.org.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-862.awsdns-43.net.\n",
      "4\n",
      "ns-1613.awsdns-09.co.uk.\n",
      "4\n",
      "ns-1613.awsdns-09.co.uk.\n",
      "4\n",
      "ns-862.awsdns-43.net.\n",
      "4\n",
      "ns-157.awsdns-19.com.\n",
      "4\n",
      "ns-1421.awsdns-49.org.\n",
      "4\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "will.ns.cloudflare.com.\n",
      "2\n",
      "will.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "will.ns.cloudflare.com.\n",
      "2\n",
      "ns2.techsmith.com.\n",
      "5\n",
      "ns1.techsmith.com.\n",
      "5\n",
      "ns0.techsmith.com.\n",
      "5\n",
      "ns4.techsmith.com.\n",
      "5\n",
      "ns3.techsmith.com.\n",
      "5\n",
      "ns4.techsmith.com.\n",
      "5\n",
      "ns0.techsmith.com.\n",
      "5\n",
      "ns3.techsmith.com.\n",
      "5\n",
      "ns1.techsmith.com.\n",
      "5\n",
      "ns2.techsmith.com.\n",
      "5\n",
      "ns3.techsmith.com.\n",
      "5\n",
      "ns4.techsmith.com.\n",
      "5\n",
      "ns0.techsmith.com.\n",
      "5\n",
      "ns1.techsmith.com.\n",
      "5\n",
      "ns2.techsmith.com.\n",
      "5\n",
      "adam.ns.cloudflare.com.\n",
      "2\n",
      "yolanda.ns.cloudflare.com.\n",
      "2\n",
      "yolanda.ns.cloudflare.com.\n",
      "2\n",
      "adam.ns.cloudflare.com.\n",
      "2\n",
      "yolanda.ns.cloudflare.com.\n",
      "2\n",
      "adam.ns.cloudflare.com.\n",
      "2\n",
      "amy.ns.cloudflare.com.\n",
      "2\n",
      "matt.ns.cloudflare.com.\n",
      "2\n",
      "amy.ns.cloudflare.com.\n",
      "2\n",
      "matt.ns.cloudflare.com.\n",
      "2\n",
      "amy.ns.cloudflare.com.\n",
      "2\n",
      "matt.ns.cloudflare.com.\n",
      "2\n",
      "ns-540.awsdns-03.net.\n",
      "4\n",
      "ns-147.awsdns-18.com.\n",
      "4\n",
      "ns-1988.awsdns-56.co.uk.\n",
      "4\n",
      "ns-1330.awsdns-38.org.\n",
      "4\n",
      "ns-1330.awsdns-38.org.\n",
      "4\n",
      "ns-147.awsdns-18.com.\n",
      "4\n",
      "ns-1988.awsdns-56.co.uk.\n",
      "4\n",
      "ns-540.awsdns-03.net.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns1.dnsimple.com.\n",
      "4\n",
      "ns4.dnsimple.com.\n",
      "4\n",
      "ns2.dnsimple.com.\n",
      "4\n",
      "ns3.dnsimple.com.\n",
      "4\n",
      "ns2.magpiedns.com.\n",
      "2\n",
      "ns1.magpiedns.com.\n",
      "2\n",
      "ns2.magpiedns.com.\n",
      "2\n",
      "ns1.magpiedns.com.\n",
      "2\n",
      "ns1.magpiedns.com.\n",
      "2\n",
      "ns2.magpiedns.com.\n",
      "2\n",
      "ns4.wordpress.org.\n",
      "4\n",
      "ns3.wordpress.org.\n",
      "4\n",
      "ns1.wordpress.org.\n",
      "4\n",
      "ns2.wordpress.org.\n",
      "4\n",
      "ns2.wordpress.org.\n",
      "4\n",
      "ns3.wordpress.org.\n",
      "4\n",
      "ns4.wordpress.org.\n",
      "4\n",
      "ns1.wordpress.org.\n",
      "4\n",
      "a.ns.instagram.com.\n",
      "4\n",
      "c.ns.instagram.com.\n",
      "4\n",
      "b.ns.instagram.com.\n",
      "4\n",
      "d.ns.instagram.com.\n",
      "4\n",
      "a.ns.instagram.com.\n",
      "4\n",
      "d.ns.instagram.com.\n",
      "4\n",
      "c.ns.instagram.com.\n",
      "4\n",
      "b.ns.instagram.com.\n",
      "4\n",
      "ns1-auth.sprintlink.net.\n",
      "5\n",
      "ns2-auth.sprintlink.net.\n",
      "5\n",
      "reston-ns3.telemail.net.\n",
      "5\n",
      "ns3-auth.sprintlink.net.\n",
      "5\n",
      "reston-ns1.telemail.net.\n",
      "5\n",
      "reston-ns3.telemail.net.\n",
      "5\n",
      "reston-ns1.telemail.net.\n",
      "5\n",
      "ns2-auth.sprintlink.net.\n",
      "5\n",
      "ns3-auth.sprintlink.net.\n",
      "5\n",
      "ns1-auth.sprintlink.net.\n",
      "5\n",
      "dns0.jugem.jp.\n",
      "2\n",
      "dns1.jugem.jp.\n",
      "2\n",
      "dns1.jugem.jp.\n",
      "2\n",
      "dns0.jugem.jp.\n",
      "2\n",
      "dns1.jugem.jp.\n",
      "2\n",
      "dns0.jugem.jp.\n",
      "2\n",
      "ns-1758.awsdns-27.co.uk.\n",
      "4\n",
      "ns-91.awsdns-11.com.\n",
      "4\n",
      "ns-1013.awsdns-62.net.\n",
      "4\n",
      "ns-1360.awsdns-42.org.\n",
      "4\n",
      "ns-1360.awsdns-42.org.\n",
      "4\n",
      "ns-91.awsdns-11.com.\n",
      "4\n",
      "ns-1758.awsdns-27.co.uk.\n",
      "4\n",
      "ns-1013.awsdns-62.net.\n",
      "4\n",
      "ns-1758.awsdns-27.co.uk.\n",
      "4\n",
      "ns-91.awsdns-11.com.\n",
      "4\n",
      "ns-1013.awsdns-62.net.\n",
      "4\n",
      "ns-1360.awsdns-42.org.\n",
      "4\n",
      "simone.ns.cloudflare.com.\n",
      "2\n",
      "ram.ns.cloudflare.com.\n",
      "2\n",
      "ram.ns.cloudflare.com.\n",
      "2\n",
      "simone.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "rob.ns.cloudflare.com.\n",
      "2\n",
      "rob.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "rob.ns.cloudflare.com.\n",
      "2\n",
      "sara.ns.cloudflare.com.\n",
      "2\n",
      "phil.ns.cloudflare.com.\n",
      "2\n",
      "iris.ns.cloudflare.com.\n",
      "2\n",
      "phil.ns.cloudflare.com.\n",
      "2\n",
      "iris.ns.cloudflare.com.\n",
      "2\n",
      "phil.ns.cloudflare.com.\n",
      "2\n",
      "iris.ns.cloudflare.com.\n",
      "2\n",
      "ns3.pinterest.com.\n",
      "8\n",
      "ns5.pinterest.com.\n",
      "8\n",
      "ns8.pinterest.com.\n",
      "8\n",
      "ns6.pinterest.com.\n",
      "8\n",
      "ns7.pinterest.com.\n",
      "8\n",
      "ns4.pinterest.com.\n",
      "8\n",
      "ns2.pinterest.com.\n",
      "8\n",
      "ns1.pinterest.com.\n",
      "8\n",
      "ns2.pinterest.com.\n",
      "8\n",
      "ns1.pinterest.com.\n",
      "8\n",
      "ns7.pinterest.com.\n",
      "8\n",
      "ns5.pinterest.com.\n",
      "8\n",
      "ns8.pinterest.com.\n",
      "8\n",
      "ns3.pinterest.com.\n",
      "8\n",
      "ns6.pinterest.com.\n",
      "8\n",
      "ns4.pinterest.com.\n",
      "8\n",
      "ns1.koaladns.com.\n",
      "2\n",
      "ns2.koaladns.com.\n",
      "2\n",
      "ns2.brainydns.com.\n",
      "2\n",
      "ns1.brainydns.com.\n",
      "2\n",
      "ns2.koaladns.com.\n",
      "2\n",
      "ns1.koaladns.com.\n",
      "2\n",
      "ns2.isp-thailand.com.\n",
      "2\n",
      "ns.isp-thailand.com.\n",
      "2\n",
      "ns.isp-thailand.com.\n",
      "2\n",
      "ns2.isp-thailand.com.\n",
      "2\n",
      "ns2.isp-thailand.com.\n",
      "2\n",
      "ns.isp-thailand.com.\n",
      "2\n",
      "ns2.isp-thailand.com.\n",
      "2\n",
      "ns.isp-thailand.com.\n",
      "2\n",
      "ns.isp-thailand.com.\n",
      "2\n",
      "ns2.isp-thailand.com.\n",
      "2\n",
      "ns0208.secondary.cloudflare.com.\n",
      "6\n",
      "ns3.archive.org.\n",
      "6\n",
      "ns1.archive.org.\n",
      "6\n",
      "ns-global.kjsl.com.\n",
      "6\n",
      "ns2.archive.org.\n",
      "6\n",
      "ns0036.secondary.cloudflare.com.\n",
      "6\n",
      "ns2.archive.org.\n",
      "6\n",
      "ns0208.secondary.cloudflare.com.\n",
      "6\n",
      "ns0036.secondary.cloudflare.com.\n",
      "6\n",
      "ns3.archive.org.\n",
      "6\n",
      "ns1.archive.org.\n",
      "6\n",
      "ns-global.kjsl.com.\n",
      "6\n",
      "ns0036.secondary.cloudflare.com.\n",
      "6\n",
      "ns3.archive.org.\n",
      "6\n",
      "ns2.archive.org.\n",
      "6\n",
      "ns-global.kjsl.com.\n",
      "6\n",
      "ns0208.secondary.cloudflare.com.\n",
      "6\n",
      "ns1.archive.org.\n",
      "6\n",
      "ns3.x.recruit.co.jp.\n",
      "3\n",
      "ns2.x.recruit.co.jp.\n",
      "3\n",
      "ns1.x.recruit.co.jp.\n",
      "3\n",
      "ns2.x.recruit.co.jp.\n",
      "3\n",
      "ns3.x.recruit.co.jp.\n",
      "3\n",
      "ns1.x.recruit.co.jp.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns1.wordpress.com.\n",
      "3\n",
      "ns3.wordpress.com.\n",
      "3\n",
      "ns2.wordpress.com.\n",
      "3\n",
      "ns2.byteark.com.\n",
      "3\n",
      "ns1.byteark.com.\n",
      "3\n",
      "ns3.byteark.com.\n",
      "3\n",
      "ns2.byteark.com.\n",
      "3\n",
      "ns1.byteark.com.\n",
      "3\n",
      "ns3.byteark.com.\n",
      "3\n",
      "ns3.byteark.com.\n",
      "3\n",
      "ns2.byteark.com.\n",
      "3\n",
      "ns1.byteark.com.\n",
      "3\n",
      "ns2.avx.re.\n",
      "2\n",
      "ns1.avx.re.\n",
      "2\n",
      "ns2.avx.re.\n",
      "2\n",
      "ns1.avx.re.\n",
      "2\n",
      "ns1.avx.re.\n",
      "2\n",
      "ns2.avx.re.\n",
      "2\n",
      "ns1.coccoc.vn.\n",
      "2\n",
      "ns2.coccoc.vn.\n",
      "2\n",
      "ns2.coccoc.vn.\n",
      "2\n",
      "ns1.coccoc.vn.\n",
      "2\n",
      "ns2.coccoc.vn.\n",
      "2\n",
      "ns1.coccoc.vn.\n",
      "2\n",
      "ns1.domainking.cloud.\n",
      "2\n",
      "ns2.domainking.cloud.\n",
      "2\n",
      "ns1.domainking.cloud.\n",
      "2\n",
      "ns2.domainking.cloud.\n",
      "2\n",
      "ns1.wargaming.net.\n",
      "3\n",
      "ns2.wargaming.net.\n",
      "3\n",
      "ns3.wargaming.net.\n",
      "3\n",
      "ns2.wargaming.net.\n",
      "3\n",
      "ns3.wargaming.net.\n",
      "3\n",
      "ns1.wargaming.net.\n",
      "3\n",
      "ns2.wargaming.net.\n",
      "3\n",
      "ns3.wargaming.net.\n",
      "3\n",
      "ns1.wargaming.net.\n",
      "3\n",
      "max.ns.cloudflare.com.\n",
      "2\n",
      "mimi.ns.cloudflare.com.\n",
      "2\n",
      "mimi.ns.cloudflare.com.\n",
      "2\n",
      "max.ns.cloudflare.com.\n",
      "2\n",
      "max.ns.cloudflare.com.\n",
      "2\n",
      "mimi.ns.cloudflare.com.\n",
      "2\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-1113.awsdns-11.org.\n",
      "4\n",
      "ns-763.awsdns-31.net.\n",
      "4\n",
      "ns-1828.awsdns-36.co.uk.\n",
      "4\n",
      "ns-449.awsdns-56.com.\n",
      "4\n",
      "ns-763.awsdns-31.net.\n",
      "4\n",
      "ns-1113.awsdns-11.org.\n",
      "4\n",
      "ns-449.awsdns-56.com.\n",
      "4\n",
      "ns-1828.awsdns-36.co.uk.\n",
      "4\n",
      "ns-1113.awsdns-11.org.\n",
      "4\n",
      "ns-449.awsdns-56.com.\n",
      "4\n",
      "ns-1828.awsdns-36.co.uk.\n",
      "4\n",
      "ns-763.awsdns-31.net.\n",
      "4\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "igor.ns.cloudflare.com.\n",
      "2\n",
      "ns2.net.ccc.co.jp.\n",
      "4\n",
      "ns4.net.ccc.co.jp.\n",
      "4\n",
      "ns3.net.ccc.co.jp.\n",
      "4\n",
      "ns1.net.ccc.co.jp.\n",
      "4\n",
      "ns4.net.ccc.co.jp.\n",
      "4\n",
      "ns3.net.ccc.co.jp.\n",
      "4\n",
      "ns1.net.ccc.co.jp.\n",
      "4\n",
      "ns2.net.ccc.co.jp.\n",
      "4\n",
      "ns1.net.ccc.co.jp.\n",
      "4\n",
      "ns3.net.ccc.co.jp.\n",
      "4\n",
      "ns2.net.ccc.co.jp.\n",
      "4\n",
      "ns4.net.ccc.co.jp.\n",
      "4\n",
      "ns2.net.ccc.co.jp.\n",
      "4\n",
      "ns4.net.ccc.co.jp.\n",
      "4\n",
      "ns1.net.ccc.co.jp.\n",
      "4\n",
      "ns3.net.ccc.co.jp.\n",
      "4\n",
      "ns2.net.ccc.co.jp.\n",
      "4\n",
      "ns3.net.ccc.co.jp.\n",
      "4\n",
      "ns1.net.ccc.co.jp.\n",
      "4\n",
      "ns4.net.ccc.co.jp.\n",
      "4\n",
      "ns1.bmi.ir.\n",
      "2\n",
      "ns2.bmi.ir.\n",
      "2\n",
      "ns1.bmi.ir.\n",
      "2\n",
      "ns2.bmi.ir.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "gail.ns.cloudflare.com.\n",
      "2\n",
      "kip.ns.cloudflare.com.\n",
      "2\n",
      "ns2-04.azure-dns.net.\n",
      "8\n",
      "ns-846.awsdns-41.net.\n",
      "8\n",
      "ns-18.awsdns-02.com.\n",
      "8\n",
      "ns4-04.azure-dns.info.\n",
      "8\n",
      "ns3-04.azure-dns.org.\n",
      "8\n",
      "ns-1932.awsdns-49.co.uk.\n",
      "8\n",
      "ns-1113.awsdns-11.org.\n",
      "8\n",
      "ns1-04.azure-dns.com.\n",
      "8\n",
      "ns-1113.awsdns-11.org.\n",
      "8\n",
      "ns-18.awsdns-02.com.\n",
      "8\n",
      "ns2-04.azure-dns.net.\n",
      "8\n",
      "ns-1932.awsdns-49.co.uk.\n",
      "8\n",
      "ns-846.awsdns-41.net.\n",
      "8\n",
      "ns4-04.azure-dns.info.\n",
      "8\n",
      "ns3-04.azure-dns.org.\n",
      "8\n",
      "ns1-04.azure-dns.com.\n",
      "8\n",
      "ns4-04.azure-dns.info.\n",
      "8\n",
      "ns2-04.azure-dns.net.\n",
      "8\n",
      "ns-1932.awsdns-49.co.uk.\n",
      "8\n",
      "ns3-04.azure-dns.org.\n",
      "8\n",
      "ns-1113.awsdns-11.org.\n",
      "8\n",
      "ns-18.awsdns-02.com.\n",
      "8\n",
      "ns1-04.azure-dns.com.\n",
      "8\n",
      "ns-846.awsdns-41.net.\n",
      "8\n",
      "john.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "john.ns.cloudflare.com.\n",
      "2\n",
      "michael.ns.cloudflare.com.\n",
      "2\n",
      "ivy.ns.cloudflare.com.\n",
      "2\n",
      "gwen.ns.cloudflare.com.\n",
      "2\n",
      "john.ns.cloudflare.com.\n",
      "2\n",
      "ns4.alohatube.com.\n",
      "4\n",
      "ns3.alohatube.com.\n",
      "4\n",
      "ns1.alohatube.com.\n",
      "4\n",
      "ns2.alohatube.com.\n",
      "4\n",
      "ns4.alohatube.com.\n",
      "4\n",
      "ns3.alohatube.com.\n",
      "4\n",
      "ns1.alohatube.com.\n",
      "4\n",
      "ns2.alohatube.com.\n",
      "4\n",
      "ns-863.awsdns-43.net.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-124.awsdns-15.com.\n",
      "4\n",
      "ns-2038.awsdns-62.co.uk.\n",
      "4\n",
      "ns-863.awsdns-43.net.\n",
      "4\n",
      "ns-124.awsdns-15.com.\n",
      "4\n",
      "ns-2038.awsdns-62.co.uk.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-1218.awsdns-24.org.\n",
      "4\n",
      "ns-863.awsdns-43.net.\n",
      "4\n",
      "ns-2038.awsdns-62.co.uk.\n",
      "4\n",
      "ns-124.awsdns-15.com.\n",
      "4\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns3.hostmar.com.\n",
      "2\n",
      "ns4.hostmar.com.\n",
      "2\n",
      "ns3.hostmar.com.\n",
      "2\n",
      "ns4.hostmar.com.\n",
      "2\n",
      "ns3.hostmar.com.\n",
      "2\n",
      "ns4.hostmar.com.\n",
      "2\n",
      "tony.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "tony.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "tony.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "tony.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "tony.ns.cloudflare.com.\n",
      "2\n",
      "ns2.ucoz.net.\n",
      "3\n",
      "ns1.ucoz.net.\n",
      "3\n",
      "ns3.ucoz.net.\n",
      "3\n",
      "ns1.ucoz.net.\n",
      "3\n",
      "ns3.ucoz.net.\n",
      "3\n",
      "ns2.ucoz.net.\n",
      "3\n",
      "ns1.ucoz.net.\n",
      "3\n",
      "ns2.ucoz.net.\n",
      "3\n",
      "ns3.ucoz.net.\n",
      "3\n",
      "ns3.ucoz.net.\n",
      "3\n",
      "ns1.ucoz.net.\n",
      "3\n",
      "ns2.ucoz.net.\n",
      "3\n",
      "ns1.ucoz.net.\n",
      "3\n",
      "ns2.ucoz.net.\n",
      "3\n",
      "ns3.ucoz.net.\n",
      "3\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "woz.ns.cloudflare.com.\n",
      "2\n",
      "sima.ns.cloudflare.com.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns13.ovh.net.\n",
      "2\n",
      "ns13.ovh.net.\n",
      "2\n",
      "dns1.dnshostnetwork.com.\n",
      "3\n",
      "dns3.dnshostnetwork.com.\n",
      "3\n",
      "dns2.dnshostnetwork.com.\n",
      "3\n",
      "dns3.dnshostnetwork.com.\n",
      "3\n",
      "dns1.dnshostnetwork.com.\n",
      "3\n",
      "dns2.dnshostnetwork.com.\n",
      "3\n",
      "ns02.domaincontrol.com.\n",
      "2\n",
      "ns01.domaincontrol.com.\n",
      "2\n",
      "ns01.domaincontrol.com.\n",
      "2\n",
      "ns02.domaincontrol.com.\n",
      "2\n",
      "ns02.domaincontrol.com.\n",
      "2\n",
      "ns01.domaincontrol.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2.yourhostingaccount.com.\n",
      "2\n",
      "ns1.yourhostingaccount.com.\n",
      "2\n",
      "ns1.yourhostingaccount.com.\n",
      "2\n",
      "ns2.yourhostingaccount.com.\n",
      "2\n",
      "ns2.cloudnserver.com.\n",
      "4\n",
      "ns1.cloudnserver.com.\n",
      "4\n",
      "ns3.cloudnserver.com.\n",
      "4\n",
      "ns4.cloudnserver.com.\n",
      "4\n",
      "ns4.cloudnserver.com.\n",
      "4\n",
      "ns1.cloudnserver.com.\n",
      "4\n",
      "ns2.cloudnserver.com.\n",
      "4\n",
      "ns3.cloudnserver.com.\n",
      "4\n",
      "ns3.cloudnserver.com.\n",
      "4\n",
      "ns4.cloudnserver.com.\n",
      "4\n",
      "ns1.cloudnserver.com.\n",
      "4\n",
      "ns2.cloudnserver.com.\n",
      "4\n",
      "ns3.cloudnserver.com.\n",
      "4\n",
      "ns2.cloudnserver.com.\n",
      "4\n",
      "ns4.cloudnserver.com.\n",
      "4\n",
      "ns1.cloudnserver.com.\n",
      "4\n",
      "ns3.cloudnserver.com.\n",
      "4\n",
      "ns1.cloudnserver.com.\n",
      "4\n",
      "ns4.cloudnserver.com.\n",
      "4\n",
      "ns2.cloudnserver.com.\n",
      "4\n",
      "ns-1429.awsdns-50.org.\n",
      "4\n",
      "ns-26.awsdns-03.com.\n",
      "4\n",
      "ns-549.awsdns-04.net.\n",
      "4\n",
      "ns-1959.awsdns-52.co.uk.\n",
      "4\n",
      "ns-549.awsdns-04.net.\n",
      "4\n",
      "ns-26.awsdns-03.com.\n",
      "4\n",
      "ns-1429.awsdns-50.org.\n",
      "4\n",
      "ns-1959.awsdns-52.co.uk.\n",
      "4\n",
      "ns-1622.awsdns-10.co.uk.\n",
      "4\n",
      "ns-903.awsdns-48.net.\n",
      "4\n",
      "ns-204.awsdns-25.com.\n",
      "4\n",
      "ns-1102.awsdns-09.org.\n",
      "4\n",
      "ns-1102.awsdns-09.org.\n",
      "4\n",
      "ns-1622.awsdns-10.co.uk.\n",
      "4\n",
      "ns-204.awsdns-25.com.\n",
      "4\n",
      "ns-903.awsdns-48.net.\n",
      "4\n",
      "ns-549.awsdns-04.net.\n",
      "4\n",
      "ns-1959.awsdns-52.co.uk.\n",
      "4\n",
      "ns-26.awsdns-03.com.\n",
      "4\n",
      "ns-1429.awsdns-50.org.\n",
      "4\n",
      "ns200.anycast.me.\n",
      "2\n",
      "dns200.anycast.me.\n",
      "2\n",
      "dns200.anycast.me.\n",
      "2\n",
      "ns200.anycast.me.\n",
      "2\n",
      "ns-mam.ui-dns.biz.\n",
      "4\n",
      "ns-mam.ui-dns.de.\n",
      "4\n",
      "ns-mam.ui-dns.com.\n",
      "4\n",
      "ns-mam.ui-dns.org.\n",
      "4\n",
      "ns-mam.ui-dns.org.\n",
      "4\n",
      "ns-mam.ui-dns.de.\n",
      "4\n",
      "ns-mam.ui-dns.biz.\n",
      "4\n",
      "ns-mam.ui-dns.com.\n",
      "4\n",
      "ns-mam.ui-dns.com.\n",
      "4\n",
      "ns-mam.ui-dns.de.\n",
      "4\n",
      "ns-mam.ui-dns.org.\n",
      "4\n",
      "ns-mam.ui-dns.biz.\n",
      "4\n",
      "ns-mam.ui-dns.org.\n",
      "4\n",
      "ns-mam.ui-dns.biz.\n",
      "4\n",
      "ns-mam.ui-dns.de.\n",
      "4\n",
      "ns-mam.ui-dns.com.\n",
      "4\n",
      "mdns5.hostwindsdns.com.\n",
      "2\n",
      "mdns6.hostwindsdns.com.\n",
      "2\n",
      "mdns6.hostwindsdns.com.\n",
      "2\n",
      "mdns5.hostwindsdns.com.\n",
      "2\n",
      "mdns6.hostwindsdns.com.\n",
      "2\n",
      "mdns5.hostwindsdns.com.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.dnskersgam.com.\n",
      "2\n",
      "ns1.dnskersgam.com.\n",
      "2\n",
      "ns2.dnskersgam.com.\n",
      "2\n",
      "ns1.dnskersgam.com.\n",
      "2\n",
      "ns2.dnskersgam.com.\n",
      "2\n",
      "ns1.dnskersgam.com.\n",
      "2\n",
      "ns1.dnskersgam.com.\n",
      "2\n",
      "ns2.dnskersgam.com.\n",
      "2\n",
      "ns2.dnskersgam.com.\n",
      "2\n",
      "ns1.dnskersgam.com.\n",
      "2\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-1949.awsdns-51.co.uk.\n",
      "4\n",
      "ns-564.awsdns-06.net.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-1949.awsdns-51.co.uk.\n",
      "4\n",
      "ns-564.awsdns-06.net.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-1949.awsdns-51.co.uk.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-564.awsdns-06.net.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-1949.awsdns-51.co.uk.\n",
      "4\n",
      "ns-564.awsdns-06.net.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-315.awsdns-39.com.\n",
      "4\n",
      "ns-1949.awsdns-51.co.uk.\n",
      "4\n",
      "ns-1162.awsdns-17.org.\n",
      "4\n",
      "ns-564.awsdns-06.net.\n",
      "4\n",
      "pdns14.domaincontrol.com.\n",
      "2\n",
      "pdns13.domaincontrol.com.\n",
      "2\n",
      "pdns14.domaincontrol.com.\n",
      "2\n",
      "pdns13.domaincontrol.com.\n",
      "2\n",
      "pdns14.domaincontrol.com.\n",
      "2\n",
      "pdns13.domaincontrol.com.\n",
      "2\n",
      "ns58.domaincontrol.com.\n",
      "2\n",
      "ns57.domaincontrol.com.\n",
      "2\n",
      "ns58.domaincontrol.com.\n",
      "2\n",
      "ns57.domaincontrol.com.\n",
      "2\n",
      "ns.domainorderdns.nl.\n",
      "2\n",
      "ns1.domainorderdns.nl.\n",
      "2\n",
      "ns1.domainorderdns.nl.\n",
      "2\n",
      "ns.domainorderdns.nl.\n",
      "2\n",
      "ns1.domainorderdns.nl.\n",
      "2\n",
      "ns.domainorderdns.nl.\n",
      "2\n",
      "ns-102.awsdns-12.com.\n",
      "4\n",
      "ns-854.awsdns-42.net.\n",
      "4\n",
      "ns-1392.awsdns-46.org.\n",
      "4\n",
      "ns-1761.awsdns-28.co.uk.\n",
      "4\n",
      "ns-854.awsdns-42.net.\n",
      "4\n",
      "ns-1761.awsdns-28.co.uk.\n",
      "4\n",
      "ns-102.awsdns-12.com.\n",
      "4\n",
      "ns-1392.awsdns-46.org.\n",
      "4\n",
      "ns-1657.awsdns-15.co.uk.\n",
      "4\n",
      "ns-1457.awsdns-54.org.\n",
      "4\n",
      "ns-987.awsdns-59.net.\n",
      "4\n",
      "ns-308.awsdns-38.com.\n",
      "4\n",
      "ns-987.awsdns-59.net.\n",
      "4\n",
      "ns-1657.awsdns-15.co.uk.\n",
      "4\n",
      "ns-308.awsdns-38.com.\n",
      "4\n",
      "ns-1457.awsdns-54.org.\n",
      "4\n",
      "ns-854.awsdns-42.net.\n",
      "4\n",
      "ns-1392.awsdns-46.org.\n",
      "4\n",
      "ns-1761.awsdns-28.co.uk.\n",
      "4\n",
      "ns-102.awsdns-12.com.\n",
      "4\n",
      "shades08.rzone.de.\n",
      "2\n",
      "docks20.rzone.de.\n",
      "2\n",
      "docks20.rzone.de.\n",
      "2\n",
      "shades08.rzone.de.\n",
      "2\n",
      "shades08.rzone.de.\n",
      "2\n",
      "docks20.rzone.de.\n",
      "2\n",
      "docks20.rzone.de.\n",
      "2\n",
      "shades08.rzone.de.\n",
      "2\n",
      "shades08.rzone.de.\n",
      "2\n",
      "docks20.rzone.de.\n",
      "2\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "ns2.mytrafficmanagement.com.\n",
      "2\n",
      "ns1.mytrafficmanagement.com.\n",
      "2\n",
      "ns1.mytrafficmanagement.com.\n",
      "2\n",
      "ns2.mytrafficmanagement.com.\n",
      "2\n",
      "ns03.domaincontrol.com.\n",
      "2\n",
      "ns04.domaincontrol.com.\n",
      "2\n",
      "ns03.domaincontrol.com.\n",
      "2\n",
      "ns04.domaincontrol.com.\n",
      "2\n",
      "ns1.chunkyfrog.co.uk.\n",
      "2\n",
      "ns2.chunkyfrog.co.uk.\n",
      "2\n",
      "ns2.chunkyfrog.co.uk.\n",
      "2\n",
      "ns1.chunkyfrog.co.uk.\n",
      "2\n",
      "ns2.chunkyfrog.co.uk.\n",
      "2\n",
      "ns1.chunkyfrog.co.uk.\n",
      "2\n",
      "ns2.chunkyfrog.co.uk.\n",
      "2\n",
      "ns1.chunkyfrog.co.uk.\n",
      "2\n",
      "ns2.chunkyfrog.co.uk.\n",
      "2\n",
      "ns1.chunkyfrog.co.uk.\n",
      "2\n",
      "ns-1920.awsdns-48.co.uk.\n",
      "4\n",
      "ns-1386.awsdns-45.org.\n",
      "4\n",
      "ns-764.awsdns-31.net.\n",
      "4\n",
      "ns-323.awsdns-40.com.\n",
      "4\n",
      "ns-323.awsdns-40.com.\n",
      "4\n",
      "ns-1386.awsdns-45.org.\n",
      "4\n",
      "ns-764.awsdns-31.net.\n",
      "4\n",
      "ns-1920.awsdns-48.co.uk.\n",
      "4\n",
      "ns-764.awsdns-31.net.\n",
      "4\n",
      "ns-1920.awsdns-48.co.uk.\n",
      "4\n",
      "ns-323.awsdns-40.com.\n",
      "4\n",
      "ns-1386.awsdns-45.org.\n",
      "4\n",
      "ln32.hostingdynamo.net.\n",
      "2\n",
      "ln31.hostingdynamo.net.\n",
      "2\n",
      "ln32.hostingdynamo.net.\n",
      "2\n",
      "ln31.hostingdynamo.net.\n",
      "2\n",
      "ns767.hostgator.com.br.\n",
      "2\n",
      "ns766.hostgator.com.br.\n",
      "2\n",
      "ns766.hostgator.com.br.\n",
      "2\n",
      "ns767.hostgator.com.br.\n",
      "2\n",
      "ns767.hostgator.com.br.\n",
      "2\n",
      "ns766.hostgator.com.br.\n",
      "2\n",
      "ns766.hostgator.com.br.\n",
      "2\n",
      "ns767.hostgator.com.br.\n",
      "2\n",
      "ns766.hostgator.com.br.\n",
      "2\n",
      "ns767.hostgator.com.br.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns4.dns.com.\n",
      "2\n",
      "ns3.dns.com.\n",
      "2\n",
      "ns4.dns.com.\n",
      "2\n",
      "ns3.dns.com.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns9.wixdns.net.\n",
      "2\n",
      "ns8.wixdns.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "dns2.byappweb.com.\n",
      "4\n",
      "dns4.byappweb.com.\n",
      "4\n",
      "dns1.byappweb.com.\n",
      "4\n",
      "dns3.byappweb.com.\n",
      "4\n",
      "dns1.byappweb.com.\n",
      "4\n",
      "dns2.byappweb.com.\n",
      "4\n",
      "dns4.byappweb.com.\n",
      "4\n",
      "dns3.byappweb.com.\n",
      "4\n",
      "dns1.uni5.net.\n",
      "4\n",
      "dns3.uni5.net.\n",
      "4\n",
      "dns2.uni5.net.\n",
      "4\n",
      "dns4.uni5.net.\n",
      "4\n",
      "dns3.uni5.net.\n",
      "4\n",
      "dns4.uni5.net.\n",
      "4\n",
      "dns1.uni5.net.\n",
      "4\n",
      "dns2.uni5.net.\n",
      "4\n",
      "dns3.byappweb.com.\n",
      "4\n",
      "dns2.byappweb.com.\n",
      "4\n",
      "dns4.byappweb.com.\n",
      "4\n",
      "dns1.byappweb.com.\n",
      "4\n",
      "ns5.webd.pl.\n",
      "2\n",
      "ns7.webd.pl.\n",
      "2\n",
      "ns5.webd.pl.\n",
      "2\n",
      "ns7.webd.pl.\n",
      "2\n",
      "ns1.heeressport.at.\n",
      "2\n",
      "ns2.heeressport.at.\n",
      "2\n",
      "ns2.heeressport.at.\n",
      "2\n",
      "ns1.heeressport.at.\n",
      "2\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "d01-02.ns.twtrdns.net.\n",
      "10\n",
      "ns3.p34.dynect.net.\n",
      "10\n",
      "c.r06.twtrdns.net.\n",
      "10\n",
      "a.r06.twtrdns.net.\n",
      "10\n",
      "ns2.p34.dynect.net.\n",
      "10\n",
      "d01-01.ns.twtrdns.net.\n",
      "10\n",
      "ns4.p34.dynect.net.\n",
      "10\n",
      "b.r06.twtrdns.net.\n",
      "10\n",
      "d.r06.twtrdns.net.\n",
      "10\n",
      "ns1.p34.dynect.net.\n",
      "10\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "ns34.domaincontrol.com.\n",
      "2\n",
      "ns33.domaincontrol.com.\n",
      "2\n",
      "ns33.domaincontrol.com.\n",
      "2\n",
      "ns34.domaincontrol.com.\n",
      "2\n",
      "ns34.domaincontrol.com.\n",
      "2\n",
      "ns33.domaincontrol.com.\n",
      "2\n",
      "ns33.domaincontrol.com.\n",
      "2\n",
      "ns34.domaincontrol.com.\n",
      "2\n",
      "ns34.domaincontrol.com.\n",
      "2\n",
      "ns33.domaincontrol.com.\n",
      "2\n",
      "ns60.domaincontrol.com.\n",
      "2\n",
      "ns59.domaincontrol.com.\n",
      "2\n",
      "ns60.domaincontrol.com.\n",
      "2\n",
      "ns59.domaincontrol.com.\n",
      "2\n",
      "ns60.domaincontrol.com.\n",
      "2\n",
      "ns59.domaincontrol.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.ns24.net.\n",
      "2\n",
      "ns1.ns24.net.\n",
      "2\n",
      "ns2.ns24.net.\n",
      "2\n",
      "ns1.ns24.net.\n",
      "2\n",
      "ns1.ns24.net.\n",
      "2\n",
      "ns2.ns24.net.\n",
      "2\n",
      "ns2.ns24.net.\n",
      "2\n",
      "ns1.ns24.net.\n",
      "2\n",
      "ns2.ns24.net.\n",
      "2\n",
      "ns1.ns24.net.\n",
      "2\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "jake.ns.cloudflare.com.\n",
      "2\n",
      "summer.ns.cloudflare.com.\n",
      "2\n",
      "summer.ns.cloudflare.com.\n",
      "2\n",
      "jake.ns.cloudflare.com.\n",
      "2\n",
      "jake.ns.cloudflare.com.\n",
      "2\n",
      "summer.ns.cloudflare.com.\n",
      "2\n",
      "jake.ns.cloudflare.com.\n",
      "2\n",
      "summer.ns.cloudflare.com.\n",
      "2\n",
      "jake.ns.cloudflare.com.\n",
      "2\n",
      "summer.ns.cloudflare.com.\n",
      "2\n",
      "ns1508.websitewelcome.com.\n",
      "2\n",
      "ns1507.websitewelcome.com.\n",
      "2\n",
      "ns1507.websitewelcome.com.\n",
      "2\n",
      "ns1508.websitewelcome.com.\n",
      "2\n",
      "ns1508.websitewelcome.com.\n",
      "2\n",
      "ns1507.websitewelcome.com.\n",
      "2\n",
      "ns1508.websitewelcome.com.\n",
      "2\n",
      "ns1507.websitewelcome.com.\n",
      "2\n",
      "ns2.host-ww.net.\n",
      "2\n",
      "ns1.host-ww.net.\n",
      "2\n",
      "ns1.host-ww.net.\n",
      "2\n",
      "ns2.host-ww.net.\n",
      "2\n",
      "ns2.host-ww.net.\n",
      "2\n",
      "ns1.host-ww.net.\n",
      "2\n",
      "dns.site5.com.\n",
      "2\n",
      "dns2.site5.com.\n",
      "2\n",
      "dns2.site5.com.\n",
      "2\n",
      "dns.site5.com.\n",
      "2\n",
      "a.dns.sb.\n",
      "2\n",
      "b.dns.sb.\n",
      "2\n",
      "a.dns.sb.\n",
      "2\n",
      "b.dns.sb.\n",
      "2\n",
      "a.dns.sb.\n",
      "2\n",
      "b.dns.sb.\n",
      "2\n",
      "b.dns.sb.\n",
      "2\n",
      "a.dns.sb.\n",
      "2\n",
      "a.dns.sb.\n",
      "2\n",
      "b.dns.sb.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "major.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "major.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "major.ns.cloudflare.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns28.d9hosting.com.\n",
      "2\n",
      "ns27.d9hosting.com.\n",
      "2\n",
      "ns2.webserversystems.com.\n",
      "2\n",
      "ns1.webserversystems.com.\n",
      "2\n",
      "ns1.webserversystems.com.\n",
      "2\n",
      "ns2.webserversystems.com.\n",
      "2\n",
      "ns2.webserversystems.com.\n",
      "2\n",
      "ns1.webserversystems.com.\n",
      "2\n",
      "ns12.ovh.net.\n",
      "2\n",
      "dns12.ovh.net.\n",
      "2\n",
      "ns12.ovh.net.\n",
      "2\n",
      "dns12.ovh.net.\n",
      "2\n",
      "ns12.ovh.net.\n",
      "2\n",
      "dns12.ovh.net.\n",
      "2\n",
      "ns-cloud-c3.googledomains.com.\n",
      "8\n",
      "ns-1766.awsdns-28.co.uk.\n",
      "8\n",
      "ns-cloud-c4.googledomains.com.\n",
      "8\n",
      "ns-276.awsdns-34.com.\n",
      "8\n",
      "ns-705.awsdns-24.net.\n",
      "8\n",
      "ns-cloud-c1.googledomains.com.\n",
      "8\n",
      "ns-cloud-c2.googledomains.com.\n",
      "8\n",
      "ns-1372.awsdns-43.org.\n",
      "8\n",
      "ns-cloud-c3.googledomains.com.\n",
      "8\n",
      "ns-1766.awsdns-28.co.uk.\n",
      "8\n",
      "ns-1372.awsdns-43.org.\n",
      "8\n",
      "ns-cloud-c2.googledomains.com.\n",
      "8\n",
      "ns-705.awsdns-24.net.\n",
      "8\n",
      "ns-cloud-c1.googledomains.com.\n",
      "8\n",
      "ns-276.awsdns-34.com.\n",
      "8\n",
      "ns-cloud-c4.googledomains.com.\n",
      "8\n",
      "ns-1689.awsdns-19.co.uk.\n",
      "8\n",
      "ns-cloud-b1.googledomains.com.\n",
      "8\n",
      "ns-880.awsdns-46.net.\n",
      "8\n",
      "ns-1053.awsdns-03.org.\n",
      "8\n",
      "ns-cloud-b3.googledomains.com.\n",
      "8\n",
      "ns-cloud-b4.googledomains.com.\n",
      "8\n",
      "ns-343.awsdns-42.com.\n",
      "8\n",
      "ns-cloud-b2.googledomains.com.\n",
      "8\n",
      "ns-cloud-b1.googledomains.com.\n",
      "8\n",
      "ns-1053.awsdns-03.org.\n",
      "8\n",
      "ns-343.awsdns-42.com.\n",
      "8\n",
      "ns-cloud-b3.googledomains.com.\n",
      "8\n",
      "ns-cloud-b4.googledomains.com.\n",
      "8\n",
      "ns-1689.awsdns-19.co.uk.\n",
      "8\n",
      "ns-cloud-b2.googledomains.com.\n",
      "8\n",
      "ns-880.awsdns-46.net.\n",
      "8\n",
      "ns-cloud-c1.googledomains.com.\n",
      "8\n",
      "ns-276.awsdns-34.com.\n",
      "8\n",
      "ns-cloud-c4.googledomains.com.\n",
      "8\n",
      "ns-cloud-c3.googledomains.com.\n",
      "8\n",
      "ns-1372.awsdns-43.org.\n",
      "8\n",
      "ns-705.awsdns-24.net.\n",
      "8\n",
      "ns-1766.awsdns-28.co.uk.\n",
      "8\n",
      "ns-cloud-c2.googledomains.com.\n",
      "8\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns1.dreamhost.com.\n",
      "3\n",
      "ns3.dreamhost.com.\n",
      "3\n",
      "ns2.dreamhost.com.\n",
      "3\n",
      "ns2.googledomains.com.\n",
      "4\n",
      "ns4.googledomains.com.\n",
      "4\n",
      "ns3.googledomains.com.\n",
      "4\n",
      "ns1.googledomains.com.\n",
      "4\n",
      "ns2.googledomains.com.\n",
      "4\n",
      "ns1.googledomains.com.\n",
      "4\n",
      "ns3.googledomains.com.\n",
      "4\n",
      "ns4.googledomains.com.\n",
      "4\n",
      "ns4.googledomains.com.\n",
      "4\n",
      "ns1.googledomains.com.\n",
      "4\n",
      "ns2.googledomains.com.\n",
      "4\n",
      "ns3.googledomains.com.\n",
      "4\n",
      "ns2.googledomains.com.\n",
      "4\n",
      "ns1.googledomains.com.\n",
      "4\n",
      "ns4.googledomains.com.\n",
      "4\n",
      "ns3.googledomains.com.\n",
      "4\n",
      "ns74.domaincontrol.com.\n",
      "2\n",
      "ns73.domaincontrol.com.\n",
      "2\n",
      "ns73.domaincontrol.com.\n",
      "2\n",
      "ns74.domaincontrol.com.\n",
      "2\n",
      "ns73.domaincontrol.com.\n",
      "2\n",
      "ns74.domaincontrol.com.\n",
      "2\n",
      "ns74.domaincontrol.com.\n",
      "2\n",
      "ns73.domaincontrol.com.\n",
      "2\n",
      "ns74.domaincontrol.com.\n",
      "2\n",
      "ns73.domaincontrol.com.\n",
      "2\n",
      "ns2.datta.pe.\n",
      "2\n",
      "ns1.datta.pe.\n",
      "2\n",
      "ns2.datta.pe.\n",
      "2\n",
      "ns1.datta.pe.\n",
      "2\n",
      "ns2.datta.pe.\n",
      "2\n",
      "ns1.datta.pe.\n",
      "2\n",
      "ns1.datta.pe.\n",
      "2\n",
      "ns2.datta.pe.\n",
      "2\n",
      "ns1.datta.pe.\n",
      "2\n",
      "ns2.datta.pe.\n",
      "2\n",
      "ns2.maff.com.\n",
      "2\n",
      "ns1.maff.com.\n",
      "2\n",
      "ns2.maff.com.\n",
      "2\n",
      "ns1.maff.com.\n",
      "2\n",
      "ns1.maff.com.\n",
      "2\n",
      "ns2.maff.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "melissa.ns.cloudflare.com.\n",
      "2\n",
      "dave.ns.cloudflare.com.\n",
      "2\n",
      "dave.ns.cloudflare.com.\n",
      "2\n",
      "melissa.ns.cloudflare.com.\n",
      "2\n",
      "ns09.domaincontrol.com.\n",
      "2\n",
      "ns10.domaincontrol.com.\n",
      "2\n",
      "ns10.domaincontrol.com.\n",
      "2\n",
      "ns09.domaincontrol.com.\n",
      "2\n",
      "ns10.domaincontrol.com.\n",
      "2\n",
      "ns09.domaincontrol.com.\n",
      "2\n",
      "ns09.domaincontrol.com.\n",
      "2\n",
      "ns10.domaincontrol.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns2.dns-parking.com.\n",
      "2\n",
      "ns1.dns-parking.com.\n",
      "2\n",
      "ns10.domaincontrol.com.\n",
      "2\n",
      "ns09.domaincontrol.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "lloyd.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "lloyd.ns.cloudflare.com.\n",
      "2\n",
      "lloyd.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "lloyd.ns.cloudflare.com.\n",
      "2\n",
      "lloyd.ns.cloudflare.com.\n",
      "2\n",
      "jill.ns.cloudflare.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2626.ztomy.com.\n",
      "2\n",
      "ns1626.ztomy.com.\n",
      "2\n",
      "ns2.dominios.uol.com.br.\n",
      "3\n",
      "ns3.dominios.uol.com.br.\n",
      "3\n",
      "ns1.dominios.uol.com.br.\n",
      "3\n",
      "ns3.dominios.uol.com.br.\n",
      "3\n",
      "ns2.dominios.uol.com.br.\n",
      "3\n",
      "ns1.dominios.uol.com.br.\n",
      "3\n",
      "ns10729.dizinc.com.\n",
      "2\n",
      "ns10730.dizinc.com.\n",
      "2\n",
      "ns10730.dizinc.com.\n",
      "2\n",
      "ns10729.dizinc.com.\n",
      "2\n",
      "ns10729.dizinc.com.\n",
      "2\n",
      "ns10730.dizinc.com.\n",
      "2\n",
      "ns10730.dizinc.com.\n",
      "2\n",
      "ns10729.dizinc.com.\n",
      "2\n",
      "ns10729.dizinc.com.\n",
      "2\n",
      "ns10730.dizinc.com.\n",
      "2\n",
      "ns111.ovh.net.\n",
      "2\n",
      "dns111.ovh.net.\n",
      "2\n",
      "ns111.ovh.net.\n",
      "2\n",
      "dns111.ovh.net.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.dnshigh.com.\n",
      "2\n",
      "ns2.dnshigh.com.\n",
      "2\n",
      "ns1.albtelecom.net.\n",
      "2\n",
      "ns2.albtelecom.net.\n",
      "2\n",
      "ns2.albtelecom.net.\n",
      "2\n",
      "ns1.albtelecom.net.\n",
      "2\n",
      "cdns2.controlpanel.si.\n",
      "2\n",
      "cdns1.controlpanel.si.\n",
      "2\n",
      "cdns1.controlpanel.si.\n",
      "2\n",
      "cdns2.controlpanel.si.\n",
      "2\n",
      "ns.gabia.net.\n",
      "3\n",
      "ns1.gabia.co.kr.\n",
      "3\n",
      "ns.gabia.co.kr.\n",
      "3\n",
      "ns1.gabia.co.kr.\n",
      "3\n",
      "ns.gabia.co.kr.\n",
      "3\n",
      "ns.gabia.net.\n",
      "3\n",
      "ns.gabia.co.kr.\n",
      "3\n",
      "ns1.gabia.co.kr.\n",
      "3\n",
      "ns.gabia.net.\n",
      "3\n",
      "ns44.domaincontrol.com.\n",
      "2\n",
      "ns43.domaincontrol.com.\n",
      "2\n",
      "ns43.domaincontrol.com.\n",
      "2\n",
      "ns44.domaincontrol.com.\n",
      "2\n",
      "ns44.domaincontrol.com.\n",
      "2\n",
      "ns43.domaincontrol.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "dns3.pandi.id.\n",
      "3\n",
      "dns1.pandi.id.\n",
      "3\n",
      "dns2.pandi.id.\n",
      "3\n",
      "dns1.pandi.id.\n",
      "3\n",
      "dns2.pandi.id.\n",
      "3\n",
      "dns3.pandi.id.\n",
      "3\n",
      "webm288255.mars.orderbox-dns.com.\n",
      "4\n",
      "webm288255.earth.orderbox-dns.com.\n",
      "4\n",
      "webm288255.mercury.orderbox-dns.com.\n",
      "4\n",
      "webm288255.venus.orderbox-dns.com.\n",
      "4\n",
      "webm288255.venus.orderbox-dns.com.\n",
      "4\n",
      "webm288255.mercury.orderbox-dns.com.\n",
      "4\n",
      "webm288255.earth.orderbox-dns.com.\n",
      "4\n",
      "webm288255.mars.orderbox-dns.com.\n",
      "4\n",
      "webm288255.mars.orderbox-dns.com.\n",
      "4\n",
      "webm288255.mercury.orderbox-dns.com.\n",
      "4\n",
      "webm288255.earth.orderbox-dns.com.\n",
      "4\n",
      "webm288255.venus.orderbox-dns.com.\n",
      "4\n",
      "c.sec.dns.br.\n",
      "2\n",
      "b.sec.dns.br.\n",
      "2\n",
      "b.sec.dns.br.\n",
      "2\n",
      "c.sec.dns.br.\n",
      "2\n",
      "c.sec.dns.br.\n",
      "2\n",
      "b.sec.dns.br.\n",
      "2\n",
      "b.sec.dns.br.\n",
      "2\n",
      "c.sec.dns.br.\n",
      "2\n",
      "c.sec.dns.br.\n",
      "2\n",
      "b.sec.dns.br.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns39.domaincontrol.com.\n",
      "2\n",
      "ns40.domaincontrol.com.\n",
      "2\n",
      "ns40.domaincontrol.com.\n",
      "2\n",
      "ns39.domaincontrol.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns1.liquidweb.com.\n",
      "2\n",
      "ns.liquidweb.com.\n",
      "2\n",
      "ns3.cloudshop.net.au.\n",
      "4\n",
      "ns4.cloudshop.net.au.\n",
      "4\n",
      "ns1.cloudshop.net.au.\n",
      "4\n",
      "ns2.cloudshop.net.au.\n",
      "4\n",
      "ns3.cloudshop.net.au.\n",
      "4\n",
      "ns2.cloudshop.net.au.\n",
      "4\n",
      "ns1.cloudshop.net.au.\n",
      "4\n",
      "ns4.cloudshop.net.au.\n",
      "4\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns2.matbao.com.\n",
      "2\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns2.matbao.com.\n",
      "2\n",
      "ns1.matbao.com.\n",
      "2\n",
      "ns2.matbao.com.\n",
      "2\n",
      "ns2.khurramandcosolicitors.com.\n",
      "2\n",
      "ns1.khurramandcosolicitors.com.\n",
      "2\n",
      "ns1.khurramandcosolicitors.com.\n",
      "2\n",
      "ns2.khurramandcosolicitors.com.\n",
      "2\n",
      "ns1.khurramandcosolicitors.com.\n",
      "2\n",
      "ns2.khurramandcosolicitors.com.\n",
      "2\n",
      "ns2.khurramandcosolicitors.com.\n",
      "2\n",
      "ns1.khurramandcosolicitors.com.\n",
      "2\n",
      "ns2.khurramandcosolicitors.com.\n",
      "2\n",
      "ns1.khurramandcosolicitors.com.\n",
      "2\n",
      "ns2.puntaarenas.cl.\n",
      "3\n",
      "ns1.puntaarenas.cl.\n",
      "3\n",
      "secundario.nic.cl.\n",
      "3\n",
      "ns2.puntaarenas.cl.\n",
      "3\n",
      "ns1.puntaarenas.cl.\n",
      "3\n",
      "secundario.nic.cl.\n",
      "3\n",
      "ns2.puntaarenas.cl.\n",
      "3\n",
      "secundario.nic.cl.\n",
      "3\n",
      "ns1.puntaarenas.cl.\n",
      "3\n",
      "ns2.puntaarenas.cl.\n",
      "3\n",
      "ns1.puntaarenas.cl.\n",
      "3\n",
      "secundario.nic.cl.\n",
      "3\n",
      "ns2.puntaarenas.cl.\n",
      "3\n",
      "ns1.puntaarenas.cl.\n",
      "3\n",
      "secundario.nic.cl.\n",
      "3\n",
      "ns2.imssrver.com.\n",
      "2\n",
      "ns1.imssrver.com.\n",
      "2\n",
      "ns2.imssrver.com.\n",
      "2\n",
      "ns1.imssrver.com.\n",
      "2\n",
      "ns39.superdomainzone.com.\n",
      "4\n",
      "ns40.superdomainzone.com.\n",
      "4\n",
      "ns15.superdomainzone.com.\n",
      "4\n",
      "ns16.superdomainzone.com.\n",
      "4\n",
      "ns15.superdomainzone.com.\n",
      "4\n",
      "ns39.superdomainzone.com.\n",
      "4\n",
      "ns40.superdomainzone.com.\n",
      "4\n",
      "ns16.superdomainzone.com.\n",
      "4\n",
      "ns39.superdomainzone.com.\n",
      "4\n",
      "ns40.superdomainzone.com.\n",
      "4\n",
      "ns16.superdomainzone.com.\n",
      "4\n",
      "ns15.superdomainzone.com.\n",
      "4\n",
      "ns40.superdomainzone.com.\n",
      "4\n",
      "ns16.superdomainzone.com.\n",
      "4\n",
      "ns15.superdomainzone.com.\n",
      "4\n",
      "ns39.superdomainzone.com.\n",
      "4\n",
      "ns16.superdomainzone.com.\n",
      "4\n",
      "ns39.superdomainzone.com.\n",
      "4\n",
      "ns15.superdomainzone.com.\n",
      "4\n",
      "ns40.superdomainzone.com.\n",
      "4\n",
      "rns13.webhostbox.net.\n",
      "2\n",
      "rns14.webhostbox.net.\n",
      "2\n",
      "rns13.webhostbox.net.\n",
      "2\n",
      "rns14.webhostbox.net.\n",
      "2\n",
      "ns881.webempresa.eu.\n",
      "2\n",
      "ns882.webempresa.eu.\n",
      "2\n",
      "ns881.webempresa.eu.\n",
      "2\n",
      "ns882.webempresa.eu.\n",
      "2\n",
      "ns882.webempresa.eu.\n",
      "2\n",
      "ns881.webempresa.eu.\n",
      "2\n",
      "ns881.webempresa.eu.\n",
      "2\n",
      "ns882.webempresa.eu.\n",
      "2\n",
      "ns881.webempresa.eu.\n",
      "2\n",
      "ns882.webempresa.eu.\n",
      "2\n",
      "ns6517.hostgator.com.\n",
      "2\n",
      "ns6518.hostgator.com.\n",
      "2\n",
      "ns6517.hostgator.com.\n",
      "2\n",
      "ns6518.hostgator.com.\n",
      "2\n",
      "ns6518.hostgator.com.\n",
      "2\n",
      "ns6517.hostgator.com.\n",
      "2\n",
      "ns-62-c.gandi.net.\n",
      "3\n",
      "ns-82-a.gandi.net.\n",
      "3\n",
      "ns-107-b.gandi.net.\n",
      "3\n",
      "ns-107-b.gandi.net.\n",
      "3\n",
      "ns-62-c.gandi.net.\n",
      "3\n",
      "ns-82-a.gandi.net.\n",
      "3\n",
      "ns-82-a.gandi.net.\n",
      "3\n",
      "ns-107-b.gandi.net.\n",
      "3\n",
      "ns-62-c.gandi.net.\n",
      "3\n",
      "ns-107-b.gandi.net.\n",
      "3\n",
      "ns-62-c.gandi.net.\n",
      "3\n",
      "ns-82-a.gandi.net.\n",
      "3\n",
      "ns-62-c.gandi.net.\n",
      "3\n",
      "ns-82-a.gandi.net.\n",
      "3\n",
      "ns-107-b.gandi.net.\n",
      "3\n",
      "henry.ns.cloudflare.com.\n",
      "2\n",
      "chloe.ns.cloudflare.com.\n",
      "2\n",
      "henry.ns.cloudflare.com.\n",
      "2\n",
      "chloe.ns.cloudflare.com.\n",
      "2\n",
      "chloe.ns.cloudflare.com.\n",
      "2\n",
      "henry.ns.cloudflare.com.\n",
      "2\n",
      "chloe.ns.cloudflare.com.\n",
      "2\n",
      "henry.ns.cloudflare.com.\n",
      "2\n",
      "henry.ns.cloudflare.com.\n",
      "2\n",
      "chloe.ns.cloudflare.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns2.enikron.net.\n",
      "2\n",
      "ns1.enikron.net.\n",
      "2\n",
      "ns2.enikron.net.\n",
      "2\n",
      "ns1.enikron.net.\n",
      "2\n",
      "ns1.enikron.net.\n",
      "2\n",
      "ns2.enikron.net.\n",
      "2\n",
      "ns2.dnsowl.com.\n",
      "3\n",
      "ns3.dnsowl.com.\n",
      "3\n",
      "ns1.dnsowl.com.\n",
      "3\n",
      "ns3.dnsowl.com.\n",
      "3\n",
      "ns1.dnsowl.com.\n",
      "3\n",
      "ns2.dnsowl.com.\n",
      "3\n",
      "ns2.dnsowl.com.\n",
      "3\n",
      "ns1.dnsowl.com.\n",
      "3\n",
      "ns3.dnsowl.com.\n",
      "3\n",
      "ns2.skybb.ph.\n",
      "2\n",
      "ns1.skybb.ph.\n",
      "2\n",
      "ns2.skybb.ph.\n",
      "2\n",
      "ns1.skybb.ph.\n",
      "2\n",
      "ns10.viethwebhosting.com.\n",
      "2\n",
      "ns9.viethwebhosting.com.\n",
      "2\n",
      "ns10.viethwebhosting.com.\n",
      "2\n",
      "ns9.viethwebhosting.com.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns2.digitalocean.com.\n",
      "3\n",
      "ns1.digitalocean.com.\n",
      "3\n",
      "ns3.digitalocean.com.\n",
      "3\n",
      "dns24.hichina.com.\n",
      "2\n",
      "dns23.hichina.com.\n",
      "2\n",
      "dns23.hichina.com.\n",
      "2\n",
      "dns24.hichina.com.\n",
      "2\n",
      "ns2508.ztomy.com.\n",
      "2\n",
      "ns1508.ztomy.com.\n",
      "2\n",
      "ns1508.ztomy.com.\n",
      "2\n",
      "ns2508.ztomy.com.\n",
      "2\n",
      "ns1508.ztomy.com.\n",
      "2\n",
      "ns2508.ztomy.com.\n",
      "2\n",
      "ns2508.ztomy.com.\n",
      "2\n",
      "ns1508.ztomy.com.\n",
      "2\n",
      "ns1508.ztomy.com.\n",
      "2\n",
      "ns2508.ztomy.com.\n",
      "2\n",
      "jm1.dns.com.\n",
      "2\n",
      "jm2.dns.com.\n",
      "2\n",
      "jm1.dns.com.\n",
      "2\n",
      "jm2.dns.com.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns41.domaincontrol.com.\n",
      "2\n",
      "ns42.domaincontrol.com.\n",
      "2\n",
      "ns42.domaincontrol.com.\n",
      "2\n",
      "ns41.domaincontrol.com.\n",
      "2\n",
      "ns41.domaincontrol.com.\n",
      "2\n",
      "ns42.domaincontrol.com.\n",
      "2\n",
      "ns1.phpwebhosting.com.\n",
      "2\n",
      "ns2.phpwebhosting.com.\n",
      "2\n",
      "ns1.phpwebhosting.com.\n",
      "2\n",
      "ns2.phpwebhosting.com.\n",
      "2\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns-cloud-d4.googledomains.com.\n",
      "4\n",
      "ns-cloud-d2.googledomains.com.\n",
      "4\n",
      "ns-cloud-d1.googledomains.com.\n",
      "4\n",
      "ns-cloud-d3.googledomains.com.\n",
      "4\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "ns2.inmotionhosting.com.\n",
      "2\n",
      "ns1.inmotionhosting.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "jobs.ns.cloudflare.com.\n",
      "2\n",
      "emma.ns.cloudflare.com.\n",
      "2\n",
      "jobs.ns.cloudflare.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "ns288.hostgator.com.br.\n",
      "2\n",
      "ns289.hostgator.com.br.\n",
      "2\n",
      "ns289.hostgator.com.br.\n",
      "2\n",
      "ns288.hostgator.com.br.\n",
      "2\n",
      "ns288.hostgator.com.br.\n",
      "2\n",
      "ns289.hostgator.com.br.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "duke.ns.cloudflare.com.\n",
      "2\n",
      "abby.ns.cloudflare.com.\n",
      "2\n",
      "duke.ns.cloudflare.com.\n",
      "2\n",
      "pdns03.domaincontrol.com.\n",
      "2\n",
      "pdns04.domaincontrol.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns20.domaincontrol.com.\n",
      "2\n",
      "ns19.domaincontrol.com.\n",
      "2\n",
      "ns19.domaincontrol.com.\n",
      "2\n",
      "ns20.domaincontrol.com.\n",
      "2\n",
      "ns19.domaincontrol.com.\n",
      "2\n",
      "ns20.domaincontrol.com.\n",
      "2\n",
      "dns27.hichina.com.\n",
      "2\n",
      "dns28.hichina.com.\n",
      "2\n",
      "dns27.hichina.com.\n",
      "2\n",
      "dns28.hichina.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.thobsongroup.com.\n",
      "2\n",
      "ns1.thobsongroup.com.\n",
      "2\n",
      "ns2.sarahhayes.uk.\n",
      "2\n",
      "ns1.sarahhayes.uk.\n",
      "2\n",
      "ns2.sarahhayes.uk.\n",
      "2\n",
      "ns1.sarahhayes.uk.\n",
      "2\n",
      "ns2.sarahhayes.uk.\n",
      "2\n",
      "ns1.sarahhayes.uk.\n",
      "2\n",
      "ns1.sarahhayes.uk.\n",
      "2\n",
      "ns2.sarahhayes.uk.\n",
      "2\n",
      "ns2.sarahhayes.uk.\n",
      "2\n",
      "ns1.sarahhayes.uk.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "ns1.netopsiyon.org.\n",
      "2\n",
      "ns2.netopsiyon.org.\n",
      "2\n",
      "ns1.netopsiyon.org.\n",
      "2\n",
      "ns2.netopsiyon.org.\n",
      "2\n",
      "ns2.netopsiyon.org.\n",
      "2\n",
      "ns1.netopsiyon.org.\n",
      "2\n",
      "ns1.netopsiyon.org.\n",
      "2\n",
      "ns2.netopsiyon.org.\n",
      "2\n",
      "ns2.netopsiyon.org.\n",
      "2\n",
      "ns1.netopsiyon.org.\n",
      "2\n",
      "ns2.thednscloud.com.\n",
      "2\n",
      "ns1.thednscloud.com.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns56.domaincontrol.com.\n",
      "2\n",
      "ns55.domaincontrol.com.\n",
      "2\n",
      "ns56.domaincontrol.com.\n",
      "2\n",
      "ns55.domaincontrol.com.\n",
      "2\n",
      "ns56.domaincontrol.com.\n",
      "2\n",
      "ns55.domaincontrol.com.\n",
      "2\n",
      "ns12.domaincontrol.com.\n",
      "2\n",
      "ns11.domaincontrol.com.\n",
      "2\n",
      "ns12.domaincontrol.com.\n",
      "2\n",
      "ns11.domaincontrol.com.\n",
      "2\n",
      "ns12.domaincontrol.com.\n",
      "2\n",
      "ns11.domaincontrol.com.\n",
      "2\n",
      "current.dnspod.net.\n",
      "2\n",
      "wonderland.dnspod.net.\n",
      "2\n",
      "current.dnspod.net.\n",
      "2\n",
      "wonderland.dnspod.net.\n",
      "2\n",
      "ns8119.hostgator.com.\n",
      "2\n",
      "ns8120.hostgator.com.\n",
      "2\n",
      "ns8119.hostgator.com.\n",
      "2\n",
      "ns8120.hostgator.com.\n",
      "2\n",
      "ns8120.hostgator.com.\n",
      "2\n",
      "ns8119.hostgator.com.\n",
      "2\n",
      "ns2.webindia.com.\n",
      "2\n",
      "ns1.webindia.com.\n",
      "2\n",
      "ns1.webindia.com.\n",
      "2\n",
      "ns2.webindia.com.\n",
      "2\n",
      "ns2.webindia.com.\n",
      "2\n",
      "ns1.webindia.com.\n",
      "2\n",
      "ns1.hoster.by.\n",
      "2\n",
      "ns2.hoster.by.\n",
      "2\n",
      "ns2.hoster.by.\n",
      "2\n",
      "ns1.hoster.by.\n",
      "2\n",
      "ns1.hoster.by.\n",
      "2\n",
      "ns2.hoster.by.\n",
      "2\n",
      "ns2.world4you.at.\n",
      "2\n",
      "ns1.world4you.at.\n",
      "2\n",
      "ns1.world4you.at.\n",
      "2\n",
      "ns2.world4you.at.\n",
      "2\n",
      "ns1.world4you.at.\n",
      "2\n",
      "ns2.world4you.at.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns1.siteground.net.\n",
      "2\n",
      "ns2.siteground.net.\n",
      "2\n",
      "ns.hentech.com.hk.\n",
      "1\n",
      "ns.hentech.com.hk.\n",
      "1\n",
      "ns.hentech.com.hk.\n",
      "1\n",
      "renan.ns.cloudflare.com.\n",
      "2\n",
      "rose.ns.cloudflare.com.\n",
      "2\n",
      "rose.ns.cloudflare.com.\n",
      "2\n",
      "renan.ns.cloudflare.com.\n",
      "2\n",
      "renan.ns.cloudflare.com.\n",
      "2\n",
      "rose.ns.cloudflare.com.\n",
      "2\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "ns2.changeip.org.\n",
      "2\n",
      "ns1.changeip.org.\n",
      "2\n",
      "ns2.changeip.org.\n",
      "2\n",
      "ns1.changeip.org.\n",
      "2\n",
      "ns2.changeip.org.\n",
      "2\n",
      "ns1.changeip.org.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.hostingfacil.com.\n",
      "2\n",
      "ns1.hostingfacil.com.\n",
      "2\n",
      "ns2.hostingfacil.com.\n",
      "2\n",
      "ns1.hostingfacil.com.\n",
      "2\n",
      "ns1.hostingfacil.com.\n",
      "2\n",
      "ns2.hostingfacil.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs26.hostwindsdns.com.\n",
      "2\n",
      "bs25.hostwindsdns.com.\n",
      "2\n",
      "ns-3.awsdns-00.com.\n",
      "4\n",
      "ns-640.awsdns-16.net.\n",
      "4\n",
      "ns-1346.awsdns-40.org.\n",
      "4\n",
      "ns-1948.awsdns-51.co.uk.\n",
      "4\n",
      "ns-1346.awsdns-40.org.\n",
      "4\n",
      "ns-640.awsdns-16.net.\n",
      "4\n",
      "ns-1948.awsdns-51.co.uk.\n",
      "4\n",
      "ns-3.awsdns-00.com.\n",
      "4\n",
      "dns102.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "ns2.bdm.microsoftonline.com.\n",
      "4\n",
      "ns1.neodigit.net.\n",
      "4\n",
      "ns1.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.neodigit.net.\n",
      "4\n",
      "ns2.neodigit.net.\n",
      "4\n",
      "ns2.bdm.microsoftonline.com.\n",
      "4\n",
      "ns1.neodigit.net.\n",
      "4\n",
      "ns1.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.neodigit.net.\n",
      "4\n",
      "ns1.neodigit.net.\n",
      "4\n",
      "ns1.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.neodigit.net.\n",
      "4\n",
      "ns1.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.bdm.microsoftonline.com.\n",
      "4\n",
      "ns1.neodigit.net.\n",
      "4\n",
      "ns1.neodigit.net.\n",
      "4\n",
      "ns2.bdm.microsoftonline.com.\n",
      "4\n",
      "ns1.bdm.microsoftonline.com.\n",
      "4\n",
      "ns2.neodigit.net.\n",
      "4\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns23.domaincontrol.com.\n",
      "2\n",
      "ns24.domaincontrol.com.\n",
      "2\n",
      "ns229.hostgator.com.br.\n",
      "2\n",
      "ns228.hostgator.com.br.\n",
      "2\n",
      "ns228.hostgator.com.br.\n",
      "2\n",
      "ns229.hostgator.com.br.\n",
      "2\n",
      "ns2.dhosting.pl.\n",
      "2\n",
      "ns1.dhosting.pl.\n",
      "2\n",
      "ns2.dhosting.pl.\n",
      "2\n",
      "ns1.dhosting.pl.\n",
      "2\n",
      "ns1.dhosting.pl.\n",
      "2\n",
      "ns2.dhosting.pl.\n",
      "2\n",
      "ns3.contabo.net.\n",
      "3\n",
      "ns2.contabo.net.\n",
      "3\n",
      "ns1.contabo.net.\n",
      "3\n",
      "ns1.contabo.net.\n",
      "3\n",
      "ns2.contabo.net.\n",
      "3\n",
      "ns3.contabo.net.\n",
      "3\n",
      "ns1.contabo.net.\n",
      "3\n",
      "ns3.contabo.net.\n",
      "3\n",
      "ns2.contabo.net.\n",
      "3\n",
      "ns2.contabo.net.\n",
      "3\n",
      "ns1.contabo.net.\n",
      "3\n",
      "ns3.contabo.net.\n",
      "3\n",
      "ns2.contabo.net.\n",
      "3\n",
      "ns1.contabo.net.\n",
      "3\n",
      "ns3.contabo.net.\n",
      "3\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns.otherdns.net.\n",
      "4\n",
      "ns.dns2.co.za.\n",
      "4\n",
      "ns.otherdns.com.\n",
      "4\n",
      "ns.dns1.co.za.\n",
      "4\n",
      "ns.otherdns.net.\n",
      "4\n",
      "ns.dns1.co.za.\n",
      "4\n",
      "ns.otherdns.com.\n",
      "4\n",
      "ns.dns2.co.za.\n",
      "4\n",
      "ns.otherdns.net.\n",
      "4\n",
      "ns.dns1.co.za.\n",
      "4\n",
      "ns.dns2.co.za.\n",
      "4\n",
      "ns.otherdns.com.\n",
      "4\n",
      "ns2.expiereddnsmanager.com.\n",
      "2\n",
      "ns1.expiereddnsmanager.com.\n",
      "2\n",
      "ns2.expiereddnsmanager.com.\n",
      "2\n",
      "ns1.expiereddnsmanager.com.\n",
      "2\n",
      "ns1.papumhost.com.br.\n",
      "2\n",
      "ns2.papumhost.com.br.\n",
      "2\n",
      "ns1.papumhost.com.br.\n",
      "2\n",
      "ns2.papumhost.com.br.\n",
      "2\n",
      "ns1.papumhost.com.br.\n",
      "2\n",
      "ns2.papumhost.com.br.\n",
      "2\n",
      "ns1.papumhost.com.br.\n",
      "2\n",
      "ns2.papumhost.com.br.\n",
      "2\n",
      "ns2.papumhost.com.br.\n",
      "2\n",
      "ns1.papumhost.com.br.\n",
      "2\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns2.registrar-servers.com.\n",
      "2\n",
      "dns1.registrar-servers.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns1.bluehost.com.\n",
      "2\n",
      "ns2.bluehost.com.\n",
      "2\n",
      "ns.terraempresas.com.br.\n",
      "2\n",
      "dns-web.terraempresas.com.br.\n",
      "2\n",
      "dns-web.terraempresas.com.br.\n",
      "2\n",
      "ns.terraempresas.com.br.\n",
      "2\n",
      "ns1.lytronmarketingagency.com.\n",
      "2\n",
      "ns2.lytronmarketingagency.com.\n",
      "2\n",
      "ns2.lytronmarketingagency.com.\n",
      "2\n",
      "ns1.lytronmarketingagency.com.\n",
      "2\n",
      "ns2.lytronmarketingagency.com.\n",
      "2\n",
      "ns1.lytronmarketingagency.com.\n",
      "2\n",
      "ns2.lytronmarketingagency.com.\n",
      "2\n",
      "ns1.lytronmarketingagency.com.\n",
      "2\n",
      "ns1.lytronmarketingagency.com.\n",
      "2\n",
      "ns2.lytronmarketingagency.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "ns352.dnsever.com.\n",
      "5\n",
      "ns372.dnsever.com.\n",
      "5\n",
      "ns322.dnsever.com.\n",
      "5\n",
      "ns311.dnsever.com.\n",
      "5\n",
      "ns382.dnsever.com.\n",
      "5\n",
      "ns352.dnsever.com.\n",
      "5\n",
      "ns372.dnsever.com.\n",
      "5\n",
      "ns382.dnsever.com.\n",
      "5\n",
      "ns322.dnsever.com.\n",
      "5\n",
      "ns311.dnsever.com.\n",
      "5\n",
      "ns1.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns2.above.com.\n",
      "2\n",
      "ns1.above.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns101.register.com.\n",
      "2\n",
      "dns102.register.com.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "ns4.kv.de.\n",
      "2\n",
      "ns3.kv.de.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "ns45.domaincontrol.com.\n",
      "2\n",
      "ns46.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns36.domaincontrol.com.\n",
      "2\n",
      "ns35.domaincontrol.com.\n",
      "2\n",
      "ns200.anycast.me.\n",
      "2\n",
      "dns200.anycast.me.\n",
      "2\n",
      "dns200.anycast.me.\n",
      "2\n",
      "ns200.anycast.me.\n",
      "2\n",
      "ns200.anycast.me.\n",
      "2\n",
      "dns200.anycast.me.\n",
      "2\n",
      "ns10.prodns.mx.\n",
      "2\n",
      "ns11.prodns.mx.\n",
      "2\n",
      "ns11.prodns.mx.\n",
      "2\n",
      "ns10.prodns.mx.\n",
      "2\n",
      "ns10.prodns.mx.\n",
      "2\n",
      "ns11.prodns.mx.\n",
      "2\n",
      "ns1.webkosmos.net.\n",
      "2\n",
      "ns2.webkosmos.net.\n",
      "2\n",
      "ns2.webkosmos.net.\n",
      "2\n",
      "ns1.webkosmos.net.\n",
      "2\n",
      "ns1.webkosmos.net.\n",
      "2\n",
      "ns2.webkosmos.net.\n",
      "2\n",
      "ns3.cpanelhosting.rs.\n",
      "3\n",
      "ns1.cpanelhosting.rs.\n",
      "3\n",
      "ns2.cpanelhosting.rs.\n",
      "3\n",
      "ns2.cpanelhosting.rs.\n",
      "3\n",
      "ns1.cpanelhosting.rs.\n",
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      "ns3.cpanelhosting.rs.\n",
      "3\n",
      "ns2.cpanelhosting.rs.\n",
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      "ns3.cpanelhosting.rs.\n",
      "3\n",
      "ns1.cpanelhosting.rs.\n",
      "3\n",
      "ns2.cpanelhosting.rs.\n",
      "3\n",
      "ns1.cpanelhosting.rs.\n",
      "3\n",
      "ns3.cpanelhosting.rs.\n",
      "3\n",
      "ns3.cpanelhosting.rs.\n",
      "3\n",
      "ns2.cpanelhosting.rs.\n",
      "3\n",
      "ns1.cpanelhosting.rs.\n",
      "3\n",
      "ns2.asmallorange.com.\n",
      "2\n",
      "ns1.asmallorange.com.\n",
      "2\n",
      "ns2.asmallorange.com.\n",
      "2\n",
      "ns1.asmallorange.com.\n",
      "2\n",
      "ns2.asmallorange.com.\n",
      "2\n",
      "ns1.asmallorange.com.\n",
      "2\n",
      "ns2.uhost.co.kr.\n",
      "2\n",
      "ns1.uhost.co.kr.\n",
      "2\n",
      "ns1.uhost.co.kr.\n",
      "2\n",
      "ns2.uhost.co.kr.\n",
      "2\n",
      "ns1.uhost.co.kr.\n",
      "2\n",
      "ns2.uhost.co.kr.\n",
      "2\n",
      "ns2.uhost.co.kr.\n",
      "2\n",
      "ns1.uhost.co.kr.\n",
      "2\n",
      "ns2.uhost.co.kr.\n",
      "2\n",
      "ns1.uhost.co.kr.\n",
      "2\n",
      "ns39.domaincontrol.com.\n",
      "2\n",
      "ns40.domaincontrol.com.\n",
      "2\n",
      "ns39.domaincontrol.com.\n",
      "2\n",
      "ns40.domaincontrol.com.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns01.hostnet.nl.\n",
      "2\n",
      "ns02.hostnet.nl.\n",
      "2\n",
      "beau.ns.cloudflare.com.\n",
      "2\n",
      "nia.ns.cloudflare.com.\n",
      "2\n",
      "beau.ns.cloudflare.com.\n",
      "2\n",
      "nia.ns.cloudflare.com.\n",
      "2\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns3.arubadns.net.\n",
      "4\n",
      "dns.technorail.com.\n",
      "4\n",
      "dns4.arubadns.cz.\n",
      "4\n",
      "dns2.technorail.com.\n",
      "4\n",
      "ns1.bigdrawmarketing.com.\n",
      "2\n",
      "ns2.bigdrawmarketing.com.\n",
      "2\n",
      "ns2.bigdrawmarketing.com.\n",
      "2\n",
      "ns1.bigdrawmarketing.com.\n",
      "2\n",
      "ns6492.hostgator.com.\n",
      "2\n",
      "ns6491.hostgator.com.\n",
      "2\n",
      "ns6492.hostgator.com.\n",
      "2\n",
      "ns6491.hostgator.com.\n",
      "2\n",
      "ns6492.hostgator.com.\n",
      "2\n",
      "ns6491.hostgator.com.\n",
      "2\n",
      "ns6491.hostgator.com.\n",
      "2\n",
      "ns6492.hostgator.com.\n",
      "2\n",
      "ns6492.hostgator.com.\n",
      "2\n",
      "ns6491.hostgator.com.\n",
      "2\n",
      "ns1hwy.name.com.\n",
      "4\n",
      "ns3jnr.name.com.\n",
      "4\n",
      "ns2hkt.name.com.\n",
      "4\n",
      "ns4cfn.name.com.\n",
      "4\n",
      "ns3jnr.name.com.\n",
      "4\n",
      "ns4cfn.name.com.\n",
      "4\n",
      "ns2hkt.name.com.\n",
      "4\n",
      "ns1hwy.name.com.\n",
      "4\n",
      "ns1hwy.name.com.\n",
      "4\n",
      "ns4cfn.name.com.\n",
      "4\n",
      "ns2hkt.name.com.\n",
      "4\n",
      "ns3jnr.name.com.\n",
      "4\n",
      "ns1hwy.name.com.\n",
      "4\n",
      "ns3jnr.name.com.\n",
      "4\n",
      "ns4cfn.name.com.\n",
      "4\n",
      "ns2hkt.name.com.\n",
      "4\n",
      "ns3jnr.name.com.\n",
      "4\n",
      "ns1hwy.name.com.\n",
      "4\n",
      "ns2hkt.name.com.\n",
      "4\n",
      "ns4cfn.name.com.\n",
      "4\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns48.domaincontrol.com.\n",
      "2\n",
      "ns47.domaincontrol.com.\n",
      "2\n",
      "ns1.bodis.com.\n",
      "2\n",
      "ns2.bodis.com.\n",
      "2\n",
      "ns1.bodis.com.\n",
      "2\n",
      "ns2.bodis.com.\n",
      "2\n",
      "ns1.bodis.com.\n",
      "2\n",
      "ns2.bodis.com.\n",
      "2\n",
      "ns5.awardspace.com.\n",
      "2\n",
      "ns6.awardspace.com.\n",
      "2\n",
      "ns5.awardspace.com.\n",
      "2\n",
      "ns6.awardspace.com.\n",
      "2\n",
      "sandra.neostrada.nl.\n",
      "3\n",
      "lisa.neostrada.nl.\n",
      "3\n",
      "christina.neostrada.nl.\n",
      "3\n",
      "christina.neostrada.nl.\n",
      "3\n",
      "lisa.neostrada.nl.\n",
      "3\n",
      "sandra.neostrada.nl.\n",
      "3\n",
      "lia.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "lia.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "lia.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "lia.ns.cloudflare.com.\n",
      "2\n",
      "anuj.ns.cloudflare.com.\n",
      "2\n",
      "lia.ns.cloudflare.com.\n",
      "2\n",
      "elinore.ns.cloudflare.com.\n",
      "2\n",
      "thomas.ns.cloudflare.com.\n",
      "2\n",
      "elinore.ns.cloudflare.com.\n",
      "2\n",
      "thomas.ns.cloudflare.com.\n",
      "2\n",
      "elinore.ns.cloudflare.com.\n",
      "2\n",
      "thomas.ns.cloudflare.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "dns2.namecheaphosting.com.\n",
      "2\n",
      "dns1.namecheaphosting.com.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns1.000webhost.com.\n",
      "2\n",
      "dns2.000webhost.com.\n",
      "2\n",
      "ns.123-reg.co.uk.\n",
      "2\n",
      "ns2.123-reg.co.uk.\n",
      "2\n",
      "ns2.123-reg.co.uk.\n",
      "2\n",
      "ns.123-reg.co.uk.\n",
      "2\n",
      "sk.s5.ans2.ns148.ztomy.com.\n",
      "2\n",
      "sk.s5.ans1.ns148.ztomy.com.\n",
      "2\n",
      "sk.s5.ans1.ns148.ztomy.com.\n",
      "2\n",
      "sk.s5.ans2.ns148.ztomy.com.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns2.gname.net.\n",
      "2\n",
      "ns1.gname.net.\n",
      "2\n",
      "ns-854.awsdns-42.net.\n",
      "4\n",
      "ns-1344.awsdns-40.org.\n",
      "4\n",
      "ns-111.awsdns-13.com.\n",
      "4\n",
      "ns-1722.awsdns-23.co.uk.\n",
      "4\n",
      "ns-854.awsdns-42.net.\n",
      "4\n",
      "ns-111.awsdns-13.com.\n",
      "4\n",
      "ns-1344.awsdns-40.org.\n",
      "4\n",
      "ns-1722.awsdns-23.co.uk.\n",
      "4\n",
      "norm.ns.cloudflare.com.\n",
      "2\n",
      "karina.ns.cloudflare.com.\n",
      "2\n",
      "karina.ns.cloudflare.com.\n",
      "2\n",
      "norm.ns.cloudflare.com.\n",
      "2\n",
      "ns-1782.awsdns-30.co.uk.\n",
      "4\n",
      "ns-246.awsdns-30.com.\n",
      "4\n",
      "ns-598.awsdns-10.net.\n",
      "4\n",
      "ns-1493.awsdns-58.org.\n",
      "4\n",
      "ns-598.awsdns-10.net.\n",
      "4\n",
      "ns-1782.awsdns-30.co.uk.\n",
      "4\n",
      "ns-1493.awsdns-58.org.\n",
      "4\n",
      "ns-246.awsdns-30.com.\n",
      "4\n",
      "ns1.bodis.com.\n",
      "2\n",
      "ns2.bodis.com.\n",
      "2\n",
      "ns2.bodis.com.\n",
      "2\n",
      "ns1.bodis.com.\n",
      "2\n",
      "ns7.alidns.com.\n",
      "2\n",
      "ns8.alidns.com.\n",
      "2\n",
      "ns8.alidns.com.\n",
      "2\n",
      "ns7.alidns.com.\n",
      "2\n",
      "ns8.alidns.com.\n",
      "2\n",
      "ns7.alidns.com.\n",
      "2\n",
      "ns1.ispvds.com.\n",
      "2\n",
      "ns2.ispvds.com.\n",
      "2\n",
      "ns2.ispvds.com.\n",
      "2\n",
      "ns1.ispvds.com.\n",
      "2\n",
      "ns2.ispvds.com.\n",
      "2\n",
      "ns1.ispvds.com.\n",
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       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
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       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 35 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain  UDP_sport  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0         53   \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0         53   \n",
       "2            80  192.168.8.1           hubpages.com        0.0         53   \n",
       "3            81  192.168.8.1           hubpages.com        0.0         53   \n",
       "4            98  192.168.8.1  discover.hubpages.com        1.0         53   \n",
       "...         ...          ...                    ...        ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0         53   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0         53   \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0         53   \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0         53   \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0         53   \n",
       "\n",
       "      numeric_percentage         IP Registrant_Name  Domain_Age  \\\n",
       "0               0.000000  10.0.2.15                         0.0   \n",
       "1               0.000000  10.0.2.15                         0.0   \n",
       "2               0.000000  10.0.2.15                         0.0   \n",
       "3               0.000000  10.0.2.15                         0.0   \n",
       "4               0.000000  10.0.2.15                         0.0   \n",
       "...                  ...        ...             ...         ...   \n",
       "2121            0.368421  10.0.2.15                         0.0   \n",
       "2122            0.368421  10.0.2.15                         0.0   \n",
       "2123            0.000000  10.0.2.15                         0.0   \n",
       "2124            0.000000  10.0.2.15                         0.0   \n",
       "2125            0.000000  10.0.2.15                         0.0   \n",
       "\n",
       "                   Emails  ...  Exp_Date_Time  whois_updatedDate  dot_count  \\\n",
       "0                          ...             -1                 -1          1   \n",
       "1                          ...             -1                 -1          1   \n",
       "2                          ...             -1                 -1          1   \n",
       "3                          ...             -1                 -1          1   \n",
       "4                          ...             -1                 -1          2   \n",
       "...                   ...  ...            ...                ...        ...   \n",
       "2121                       ...             -1                 -1          2   \n",
       "2122                       ...             -1                 -1          2   \n",
       "2123                       ...             -1                 -1          1   \n",
       "2124  regionnod@yandex.ru  ...             -1                 -1          1   \n",
       "2125                       ...             -1                 -1          1   \n",
       "\n",
       "      len digit_count special_count hyphen_count  double_slash single_slash  \\\n",
       "0       9           0             0            0             0            0   \n",
       "1       9           0             0            0             0            0   \n",
       "2      12           0             0            0             0            0   \n",
       "3      12           0             0            0             0            0   \n",
       "4      21           0             0            0             0            0   \n",
       "...   ...         ...           ...          ...           ...          ...   \n",
       "2121   19           7             0            0             0            0   \n",
       "2122   19           7             0            0             0            0   \n",
       "2123    9           0             0            0             0            0   \n",
       "2124    9           0             0            0             0            0   \n",
       "2125    9           0             0            0             0            0   \n",
       "\n",
       "     at_the_rate  \n",
       "0              0  \n",
       "1              0  \n",
       "2              0  \n",
       "3              0  \n",
       "4              0  \n",
       "...          ...  \n",
       "2121           0  \n",
       "2122           0  \n",
       "2123           0  \n",
       "2124           0  \n",
       "2125           0  \n",
       "\n",
       "[2126 rows x 35 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    try:\n",
    "        nameservers = dns.resolver.query(df.Domain[x],'NS')\n",
    "        for data in nameservers:\n",
    "            print(data)\n",
    "            df['Name_Server_Count'][x] = len(nameservers)\n",
    "            print(len(nameservers))\n",
    "    except:\n",
    "        #df['Emails'][x]= ' '\n",
    "        continue \n",
    "       # writer.writerow([s])   \n",
    "                \n",
    "df          "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Numeric percentages of Number digit in Domain name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/3049554657.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['numeric_percentage']=\" \"\n"
     ]
    },
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>Organization</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
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       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <th>...</th>\n",
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       "      <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>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td></td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  UDP_sport  \\\n",
       "0             2  192.168.8.1              ecnavi.jp         53   \n",
       "1            78  192.168.8.1              ecnavi.jp         53   \n",
       "2            80  192.168.8.1           hubpages.com         53   \n",
       "3            81  192.168.8.1           hubpages.com         53   \n",
       "4            98  192.168.8.1  discover.hubpages.com         53   \n",
       "...         ...          ...                    ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com         53   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com         53   \n",
       "2123      23223  192.168.8.1              rusnod.ru         53   \n",
       "2124      23224  192.168.8.1              rusnod.ru         53   \n",
       "2125      23230  192.168.8.1              rusnod.ru         53   \n",
       "\n",
       "     numeric_percentage         IP Registrant_Name Domain_Age  \\\n",
       "0                        10.0.2.15                        0.0   \n",
       "1                        10.0.2.15                        0.0   \n",
       "2                        10.0.2.15                        0.0   \n",
       "3                        10.0.2.15                        0.0   \n",
       "4                        10.0.2.15                        0.0   \n",
       "...                 ...        ...             ...        ...   \n",
       "2121                     10.0.2.15                        0.0   \n",
       "2122                     10.0.2.15                        0.0   \n",
       "2123                     10.0.2.15                        0.0   \n",
       "2124                     10.0.2.15                        0.0   \n",
       "2125                     10.0.2.15                        0.0   \n",
       "\n",
       "                   Emails Organization  ... Exp_Date_Time  whois_updatedDate  \\\n",
       "0                                       ...            -1                 -1   \n",
       "1                                       ...            -1                 -1   \n",
       "2                                       ...            -1                 -1   \n",
       "3                                       ...            -1                 -1   \n",
       "4                                       ...            -1                 -1   \n",
       "...                   ...          ...  ...           ...                ...   \n",
       "2121                                    ...            -1                 -1   \n",
       "2122                                    ...            -1                 -1   \n",
       "2123                                    ...            -1                 -1   \n",
       "2124  regionnod@yandex.ru               ...            -1                 -1   \n",
       "2125                                    ...            -1                 -1   \n",
       "\n",
       "      dot_count len digit_count special_count  hyphen_count double_slash  \\\n",
       "0             1   9           0             0             0            0   \n",
       "1             1   9           0             0             0            0   \n",
       "2             1  12           0             0             0            0   \n",
       "3             1  12           0             0             0            0   \n",
       "4             2  21           0             0             0            0   \n",
       "...         ...  ..         ...           ...           ...          ...   \n",
       "2121          2  19           7             0             0            0   \n",
       "2122          2  19           7             0             0            0   \n",
       "2123          1   9           0             0             0            0   \n",
       "2124          1   9           0             0             0            0   \n",
       "2125          1   9           0             0             0            0   \n",
       "\n",
       "     single_slash  at_the_rate  \n",
       "0               0            0  \n",
       "1               0            0  \n",
       "2               0            0  \n",
       "3               0            0  \n",
       "4               0            0  \n",
       "...           ...          ...  \n",
       "2121            0            0  \n",
       "2122            0            0  \n",
       "2123            0            0  \n",
       "2124            0            0  \n",
       "2125            0            0  \n",
       "\n",
       "[2126 rows x 34 columns]"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['numeric_percentage']=\" \"\n",
    "   \n",
    "df = df[['ID_packet', 'IP_src','Domain', 'UDP_sport','numeric_percentage', 'IP','Registrant_Name','Domain_Age','Emails','Organization','Name_Server_Count', 'UDP_dport', 'DNS_id','1gram','2gram','3gram','entropy','Country','tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype', 'type_table', 'Creation_Date_Time', 'Exp_Date_Time', 'whois_updatedDate', 'dot_count','len', 'digit_count', 'special_count', 'hyphen_count', 'double_slash','single_slash', 'at_the_rate']]\n",
    "\n",
    "df    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                   ecnavi.jp\n",
       "1                   ecnavi.jp\n",
       "2                hubpages.com\n",
       "3                hubpages.com\n",
       "4       discover.hubpages.com\n",
       "                ...          \n",
       "2121      c1781279.ferozo.com\n",
       "2122      c1781279.ferozo.com\n",
       "2123                rusnod.ru\n",
       "2124                rusnod.ru\n",
       "2125                rusnod.ru\n",
       "Name: Domain, Length: 2126, dtype: string"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Domain']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_4488/3068978542.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['numeric_percentage'][x] = float(len(''.join(re.findall('\\d',df.Domain[x]))))/float(len(df.Domain[x]))\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>Organization</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>53</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  UDP_sport  \\\n",
       "0             2  192.168.8.1              ecnavi.jp         53   \n",
       "1            78  192.168.8.1              ecnavi.jp         53   \n",
       "2            80  192.168.8.1           hubpages.com         53   \n",
       "3            81  192.168.8.1           hubpages.com         53   \n",
       "4            98  192.168.8.1  discover.hubpages.com         53   \n",
       "...         ...          ...                    ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com         53   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com         53   \n",
       "2123      23223  192.168.8.1              rusnod.ru         53   \n",
       "2124      23224  192.168.8.1              rusnod.ru         53   \n",
       "2125      23230  192.168.8.1              rusnod.ru         53   \n",
       "\n",
       "     numeric_percentage         IP Registrant_Name Domain_Age  \\\n",
       "0                   0.0  10.0.2.15                        0.0   \n",
       "1                   0.0  10.0.2.15                        0.0   \n",
       "2                   0.0  10.0.2.15                        0.0   \n",
       "3                   0.0  10.0.2.15                        0.0   \n",
       "4                   0.0  10.0.2.15                        0.0   \n",
       "...                 ...        ...             ...        ...   \n",
       "2121           0.368421  10.0.2.15                        0.0   \n",
       "2122           0.368421  10.0.2.15                        0.0   \n",
       "2123                0.0  10.0.2.15                        0.0   \n",
       "2124                0.0  10.0.2.15                        0.0   \n",
       "2125                0.0  10.0.2.15                        0.0   \n",
       "\n",
       "                   Emails Organization  ... Exp_Date_Time  whois_updatedDate  \\\n",
       "0                                       ...            -1                 -1   \n",
       "1                                       ...            -1                 -1   \n",
       "2                                       ...            -1                 -1   \n",
       "3                                       ...            -1                 -1   \n",
       "4                                       ...            -1                 -1   \n",
       "...                   ...          ...  ...           ...                ...   \n",
       "2121                                    ...            -1                 -1   \n",
       "2122                                    ...            -1                 -1   \n",
       "2123                                    ...            -1                 -1   \n",
       "2124  regionnod@yandex.ru               ...            -1                 -1   \n",
       "2125                                    ...            -1                 -1   \n",
       "\n",
       "      dot_count len digit_count special_count  hyphen_count double_slash  \\\n",
       "0             1   9           0             0             0            0   \n",
       "1             1   9           0             0             0            0   \n",
       "2             1  12           0             0             0            0   \n",
       "3             1  12           0             0             0            0   \n",
       "4             2  21           0             0             0            0   \n",
       "...         ...  ..         ...           ...           ...          ...   \n",
       "2121          2  19           7             0             0            0   \n",
       "2122          2  19           7             0             0            0   \n",
       "2123          1   9           0             0             0            0   \n",
       "2124          1   9           0             0             0            0   \n",
       "2125          1   9           0             0             0            0   \n",
       "\n",
       "     single_slash  at_the_rate  \n",
       "0               0            0  \n",
       "1               0            0  \n",
       "2               0            0  \n",
       "3               0            0  \n",
       "4               0            0  \n",
       "...           ...          ...  \n",
       "2121            0            0  \n",
       "2122            0            0  \n",
       "2123            0            0  \n",
       "2124            0            0  \n",
       "2125            0            0  \n",
       "\n",
       "[2126 rows x 34 columns]"
      ]
     },
     "execution_count": 117,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    df['numeric_percentage'][x] = float(len(''.join(re.findall('\\d',df.Domain[x]))))/float(len(df.Domain[x]))\n",
    "    \n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Subdomain extraction "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['subdomain']=\" \"\n",
    "   \n",
    "df = df[['ID_packet', 'IP_src','Domain','subdomain', 'UDP_sport','numeric_percentage', 'IP','Registrant_Name','Domain_Age','Emails','Organization','Name_Server_Count', 'UDP_dport', 'DNS_id','1gram','2gram','3gram','entropy','Country','tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype', 'type_table', 'Creation_Date_Time', 'Exp_Date_Time', 'whois_updatedDate', 'dot_count','len', 'digit_count', 'special_count', 'hyphen_count', 'double_slash','single_slash', 'at_the_rate']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import re\n",
    "def extract_domain(domain):\n",
    "    domain = re.sub('http(s)?://|(\\:|/)(.*)|','', domain)\n",
    "    matches = re.findall(\"([a-z0-9][a-z0-9\\-]{1,63}\\.[a-z\\.]{2,6})$\", domain)\n",
    "    if matches:\n",
    "        return matches[0]\n",
    "    else:\n",
    "        return domain\n",
    "def extract_subdomains(domain):\n",
    "    subdomains = domain = re.sub('http(s)?://|(\\:|/)(.*)|','', domain)\n",
    "    domain = extract_domain(subdomains)\n",
    "    subdomains = re.sub('\\.?'+domain,'', subdomains)\n",
    "    return subdomains"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_6828/2484516774.py:5: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['subdomain'][x] = 0.0\n",
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_6828/2484516774.py:7: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['subdomain'][x] = 1.0\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>subdomain</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>Domain_Age</th>\n",
       "      <th>Emails</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>regionnod@yandex.ru</td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 35 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain subdomain  UDP_sport  \\\n",
       "0             2  192.168.8.1              ecnavi.jp       0.0         53   \n",
       "1            78  192.168.8.1              ecnavi.jp       0.0         53   \n",
       "2            80  192.168.8.1           hubpages.com       0.0         53   \n",
       "3            81  192.168.8.1           hubpages.com       0.0         53   \n",
       "4            98  192.168.8.1  discover.hubpages.com       1.0         53   \n",
       "...         ...          ...                    ...       ...        ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com       1.0         53   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com       1.0         53   \n",
       "2123      23223  192.168.8.1              rusnod.ru       0.0         53   \n",
       "2124      23224  192.168.8.1              rusnod.ru       0.0         53   \n",
       "2125      23230  192.168.8.1              rusnod.ru       0.0         53   \n",
       "\n",
       "      numeric_percentage         IP Registrant_Name  Domain_Age  \\\n",
       "0               0.000000  10.0.2.15                         0.0   \n",
       "1               0.000000  10.0.2.15                         0.0   \n",
       "2               0.000000  10.0.2.15                         0.0   \n",
       "3               0.000000  10.0.2.15                         0.0   \n",
       "4               0.000000  10.0.2.15                         0.0   \n",
       "...                  ...        ...             ...         ...   \n",
       "2121            0.368421  10.0.2.15                         0.0   \n",
       "2122            0.368421  10.0.2.15                         0.0   \n",
       "2123            0.000000  10.0.2.15                         0.0   \n",
       "2124            0.000000  10.0.2.15                         0.0   \n",
       "2125            0.000000  10.0.2.15                         0.0   \n",
       "\n",
       "                   Emails  ...  Exp_Date_Time  whois_updatedDate  dot_count  \\\n",
       "0                          ...             -1                 -1          1   \n",
       "1                          ...             -1                 -1          1   \n",
       "2                          ...             -1                 -1          1   \n",
       "3                          ...             -1                 -1          1   \n",
       "4                          ...             -1                 -1          2   \n",
       "...                   ...  ...            ...                ...        ...   \n",
       "2121                       ...             -1                 -1          2   \n",
       "2122                       ...             -1                 -1          2   \n",
       "2123                       ...             -1                 -1          1   \n",
       "2124  regionnod@yandex.ru  ...             -1                 -1          1   \n",
       "2125                       ...             -1                 -1          1   \n",
       "\n",
       "      len digit_count special_count hyphen_count  double_slash single_slash  \\\n",
       "0       9           0             0            0             0            0   \n",
       "1       9           0             0            0             0            0   \n",
       "2      12           0             0            0             0            0   \n",
       "3      12           0             0            0             0            0   \n",
       "4      21           0             0            0             0            0   \n",
       "...   ...         ...           ...          ...           ...          ...   \n",
       "2121   19           7             0            0             0            0   \n",
       "2122   19           7             0            0             0            0   \n",
       "2123    9           0             0            0             0            0   \n",
       "2124    9           0             0            0             0            0   \n",
       "2125    9           0             0            0             0            0   \n",
       "\n",
       "     at_the_rate  \n",
       "0              0  \n",
       "1              0  \n",
       "2              0  \n",
       "3              0  \n",
       "4              0  \n",
       "...          ...  \n",
       "2121           0  \n",
       "2122           0  \n",
       "2123           0  \n",
       "2124           0  \n",
       "2125           0  \n",
       "\n",
       "[2126 rows x 35 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    res= extract_subdomains(df.Domain[x])\n",
    "    #print(res)\n",
    "    if res =='':\n",
    "        df['subdomain'][x] = 0.0\n",
    "    else:\n",
    "        df['subdomain'][x] = 1.0\n",
    "    \n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('Train_Dataset/Test_dataset_NIDS.csv',index=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Obfuscation max values "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ID_packet</th>\n",
       "      <th>IP_src</th>\n",
       "      <th>Domain</th>\n",
       "      <th>subdomain</th>\n",
       "      <th>sum</th>\n",
       "      <th>obfuscate_at_sign</th>\n",
       "      <th>UDP_sport</th>\n",
       "      <th>numeric_percentage</th>\n",
       "      <th>IP</th>\n",
       "      <th>Registrant_Name</th>\n",
       "      <th>...</th>\n",
       "      <th>Exp_Date_Time</th>\n",
       "      <th>whois_updatedDate</th>\n",
       "      <th>dot_count</th>\n",
       "      <th>len</th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>78</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>ecnavi.jp</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>80</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain sum  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0       \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0       \n",
       "2            80  192.168.8.1           hubpages.com        0.0       \n",
       "3            81  192.168.8.1           hubpages.com        0.0       \n",
       "4            98  192.168.8.1  discover.hubpages.com        1.0       \n",
       "...         ...          ...                    ...        ...  ..   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0       \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0       \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0       \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0       \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0       \n",
       "\n",
       "     obfuscate_at_sign  UDP_sport  numeric_percentage         IP  \\\n",
       "0                              53            0.000000  10.0.2.15   \n",
       "1                              53            0.000000  10.0.2.15   \n",
       "2                              53            0.000000  10.0.2.15   \n",
       "3                              53            0.000000  10.0.2.15   \n",
       "4                              53            0.000000  10.0.2.15   \n",
       "...                ...        ...                 ...        ...   \n",
       "2121                           53            0.368421  10.0.2.15   \n",
       "2122                           53            0.368421  10.0.2.15   \n",
       "2123                           53            0.000000  10.0.2.15   \n",
       "2124                           53            0.000000  10.0.2.15   \n",
       "2125                           53            0.000000  10.0.2.15   \n",
       "\n",
       "     Registrant_Name  ...  Exp_Date_Time whois_updatedDate  dot_count  len  \\\n",
       "0                     ...             -1                -1          1    9   \n",
       "1                     ...             -1                -1          1    9   \n",
       "2                     ...             -1                -1          1   12   \n",
       "3                     ...             -1                -1          1   12   \n",
       "4                     ...             -1                -1          2   21   \n",
       "...              ...  ...            ...               ...        ...  ...   \n",
       "2121                  ...             -1                -1          2   19   \n",
       "2122                  ...             -1                -1          2   19   \n",
       "2123                  ...             -1                -1          1    9   \n",
       "2124                  ...             -1                -1          1    9   \n",
       "2125                  ...             -1                -1          1    9   \n",
       "\n",
       "      digit_count  special_count hyphen_count double_slash single_slash  \\\n",
       "0               0              0            0            0            0   \n",
       "1               0              0            0            0            0   \n",
       "2               0              0            0            0            0   \n",
       "3               0              0            0            0            0   \n",
       "4               0              0            0            0            0   \n",
       "...           ...            ...          ...          ...          ...   \n",
       "2121            7              0            0            0            0   \n",
       "2122            7              0            0            0            0   \n",
       "2123            0              0            0            0            0   \n",
       "2124            0              0            0            0            0   \n",
       "2125            0              0            0            0            0   \n",
       "\n",
       "      at_the_rate  \n",
       "0               0  \n",
       "1               0  \n",
       "2               0  \n",
       "3               0  \n",
       "4               0  \n",
       "...           ...  \n",
       "2121            0  \n",
       "2122            0  \n",
       "2123            0  \n",
       "2124            0  \n",
       "2125            0  \n",
       "\n",
       "[2126 rows x 37 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Adding columns to the dataframe df\n",
    "df['obfuscate_at_sign']=\" \"\n",
    "df['sum']=\" \"\n",
    "   \n",
    "df = df[['ID_packet', 'IP_src','Domain','subdomain','sum','obfuscate_at_sign', 'UDP_sport','numeric_percentage', 'IP','Registrant_Name','Domain_Age','Emails','Organization','Name_Server_Count', 'UDP_dport', 'DNS_id','1gram','2gram','3gram','entropy','Country','tld', 'DNS_qr', 'DNS_qd', 'DNS_qdtype', 'type_table', 'Creation_Date_Time', 'Exp_Date_Time', 'whois_updatedDate', 'dot_count','len', 'digit_count', 'special_count', 'hyphen_count', 'double_slash','single_slash', 'at_the_rate']]\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "dr = df[['digit_count', 'special_count', 'hyphen_count', 'double_slash', 'single_slash', 'at_the_rate']].copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>digit_count</th>\n",
       "      <th>special_count</th>\n",
       "      <th>hyphen_count</th>\n",
       "      <th>double_slash</th>\n",
       "      <th>single_slash</th>\n",
       "      <th>at_the_rate</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      digit_count  special_count  hyphen_count  double_slash  single_slash  \\\n",
       "0               0              0             0             0             0   \n",
       "1               0              0             0             0             0   \n",
       "2               0              0             0             0             0   \n",
       "3               0              0             0             0             0   \n",
       "4               0              0             0             0             0   \n",
       "...           ...            ...           ...           ...           ...   \n",
       "2121            7              0             0             0             0   \n",
       "2122            7              0             0             0             0   \n",
       "2123            0              0             0             0             0   \n",
       "2124            0              0             0             0             0   \n",
       "2125            0              0             0             0             0   \n",
       "\n",
       "      at_the_rate  \n",
       "0               0  \n",
       "1               0  \n",
       "2               0  \n",
       "3               0  \n",
       "4               0  \n",
       "...           ...  \n",
       "2121            0  \n",
       "2122            0  \n",
       "2123            0  \n",
       "2124            0  \n",
       "2125            0  \n",
       "\n",
       "[2126 rows x 6 columns]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "column_list = list(dr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['digit_count', 'special_count', 'hyphen_count', 'double_slash', 'single_slash', 'at_the_rate']\n"
     ]
    }
   ],
   "source": [
    "print(column_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "df[\"sum\"] = dr[column_list].sum(axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
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      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain  sum  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0    0   \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0    0   \n",
       "2            80  192.168.8.1           hubpages.com        0.0    0   \n",
       "3            81  192.168.8.1           hubpages.com        0.0    0   \n",
       "4            98  192.168.8.1  discover.hubpages.com        1.0    0   \n",
       "...         ...          ...                    ...        ...  ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0    7   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0    7   \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0    0   \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0    0   \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0    0   \n",
       "\n",
       "     obfuscate_at_sign  UDP_sport  numeric_percentage         IP  \\\n",
       "0                              53            0.000000  10.0.2.15   \n",
       "1                              53            0.000000  10.0.2.15   \n",
       "2                              53            0.000000  10.0.2.15   \n",
       "3                              53            0.000000  10.0.2.15   \n",
       "4                              53            0.000000  10.0.2.15   \n",
       "...                ...        ...                 ...        ...   \n",
       "2121                           53            0.368421  10.0.2.15   \n",
       "2122                           53            0.368421  10.0.2.15   \n",
       "2123                           53            0.000000  10.0.2.15   \n",
       "2124                           53            0.000000  10.0.2.15   \n",
       "2125                           53            0.000000  10.0.2.15   \n",
       "\n",
       "     Registrant_Name  ...  Exp_Date_Time whois_updatedDate  dot_count  len  \\\n",
       "0                     ...             -1                -1          1    9   \n",
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       "3                     ...             -1                -1          1   12   \n",
       "4                     ...             -1                -1          2   21   \n",
       "...              ...  ...            ...               ...        ...  ...   \n",
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       "2122                  ...             -1                -1          2   19   \n",
       "2123                  ...             -1                -1          1    9   \n",
       "2124                  ...             -1                -1          1    9   \n",
       "2125                  ...             -1                -1          1    9   \n",
       "\n",
       "      digit_count  special_count hyphen_count double_slash single_slash  \\\n",
       "0               0              0            0            0            0   \n",
       "1               0              0            0            0            0   \n",
       "2               0              0            0            0            0   \n",
       "3               0              0            0            0            0   \n",
       "4               0              0            0            0            0   \n",
       "...           ...            ...          ...          ...          ...   \n",
       "2121            7              0            0            0            0   \n",
       "2122            7              0            0            0            0   \n",
       "2123            0              0            0            0            0   \n",
       "2124            0              0            0            0            0   \n",
       "2125            0              0            0            0            0   \n",
       "\n",
       "      at_the_rate  \n",
       "0               0  \n",
       "1               0  \n",
       "2               0  \n",
       "3               0  \n",
       "4               0  \n",
       "...           ...  \n",
       "2121            0  \n",
       "2122            0  \n",
       "2123            0  \n",
       "2124            0  \n",
       "2125            0  \n",
       "\n",
       "[2126 rows x 37 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_18828/3257886416.py:5: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['obfuscate_at_sign'][x] = 0.0\n",
      "C:\\Users\\PC1\\AppData\\Local\\Temp/ipykernel_18828/3257886416.py:3: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  df['obfuscate_at_sign'][x] = 1.0\n"
     ]
    },
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>81</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>98</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>discover.hubpages.com</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2121</th>\n",
       "      <td>23221</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2122</th>\n",
       "      <td>23222</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>c1781279.ferozo.com</td>\n",
       "      <td>1.0</td>\n",
       "      <td>7</td>\n",
       "      <td>1.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>2</td>\n",
       "      <td>19</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2123</th>\n",
       "      <td>23223</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2124</th>\n",
       "      <td>23224</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2125</th>\n",
       "      <td>23230</td>\n",
       "      <td>192.168.8.1</td>\n",
       "      <td>rusnod.ru</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>53</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10.0.2.15</td>\n",
       "      <td></td>\n",
       "      <td>...</td>\n",
       "      <td>-1</td>\n",
       "      <td>-1</td>\n",
       "      <td>1</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2126 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      ID_packet       IP_src                 Domain  subdomain  sum  \\\n",
       "0             2  192.168.8.1              ecnavi.jp        0.0    0   \n",
       "1            78  192.168.8.1              ecnavi.jp        0.0    0   \n",
       "2            80  192.168.8.1           hubpages.com        0.0    0   \n",
       "3            81  192.168.8.1           hubpages.com        0.0    0   \n",
       "4            98  192.168.8.1  discover.hubpages.com        0.0    0   \n",
       "...         ...          ...                    ...        ...  ...   \n",
       "2121      23221  192.168.8.1    c1781279.ferozo.com        1.0    7   \n",
       "2122      23222  192.168.8.1    c1781279.ferozo.com        1.0    7   \n",
       "2123      23223  192.168.8.1              rusnod.ru        0.0    0   \n",
       "2124      23224  192.168.8.1              rusnod.ru        0.0    0   \n",
       "2125      23230  192.168.8.1              rusnod.ru        0.0    0   \n",
       "\n",
       "     obfuscate_at_sign  UDP_sport  numeric_percentage         IP  \\\n",
       "0                  0.0         53            0.000000  10.0.2.15   \n",
       "1                  0.0         53            0.000000  10.0.2.15   \n",
       "2                  0.0         53            0.000000  10.0.2.15   \n",
       "3                  0.0         53            0.000000  10.0.2.15   \n",
       "4                  0.0         53            0.000000  10.0.2.15   \n",
       "...                ...        ...                 ...        ...   \n",
       "2121               1.0         53            0.368421  10.0.2.15   \n",
       "2122               1.0         53            0.368421  10.0.2.15   \n",
       "2123               0.0         53            0.000000  10.0.2.15   \n",
       "2124               0.0         53            0.000000  10.0.2.15   \n",
       "2125               0.0         53            0.000000  10.0.2.15   \n",
       "\n",
       "     Registrant_Name  ...  Exp_Date_Time whois_updatedDate  dot_count  len  \\\n",
       "0                     ...             -1                -1          1    9   \n",
       "1                     ...             -1                -1          1    9   \n",
       "2                     ...             -1                -1          1   12   \n",
       "3                     ...             -1                -1          1   12   \n",
       "4                     ...             -1                -1          2   21   \n",
       "...              ...  ...            ...               ...        ...  ...   \n",
       "2121                  ...             -1                -1          2   19   \n",
       "2122                  ...             -1                -1          2   19   \n",
       "2123                  ...             -1                -1          1    9   \n",
       "2124                  ...             -1                -1          1    9   \n",
       "2125                  ...             -1                -1          1    9   \n",
       "\n",
       "      digit_count  special_count hyphen_count double_slash single_slash  \\\n",
       "0               0              0            0            0            0   \n",
       "1               0              0            0            0            0   \n",
       "2               0              0            0            0            0   \n",
       "3               0              0            0            0            0   \n",
       "4               0              0            0            0            0   \n",
       "...           ...            ...          ...          ...          ...   \n",
       "2121            7              0            0            0            0   \n",
       "2122            7              0            0            0            0   \n",
       "2123            0              0            0            0            0   \n",
       "2124            0              0            0            0            0   \n",
       "2125            0              0            0            0            0   \n",
       "\n",
       "      at_the_rate  \n",
       "0               0  \n",
       "1               0  \n",
       "2               0  \n",
       "3               0  \n",
       "4               0  \n",
       "...           ...  \n",
       "2121            0  \n",
       "2122            0  \n",
       "2123            0  \n",
       "2124            0  \n",
       "2125            0  \n",
       "\n",
       "[2126 rows x 37 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for x in df.index:\n",
    "    if df['sum'][x]>0:\n",
    "        df['obfuscate_at_sign'][x] = 1.0\n",
    "    else:\n",
    "        df['obfuscate_at_sign'][x] = 0.0\n",
    "    \n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('Train_Dataset/Test_dataset_NIDS.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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