Preprocessing_TestData_Word2vec.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 1.Data Import and Combination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import gensim as gs\n",
    "import nltk\n",
    "import re\n",
    "from nltk.corpus import stopwords\n",
    "import sklearn as sk\n",
    "import numpy as np\n",
    "import pickle\n",
    "from tqdm import tqdm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.1.import dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_path=\"DataSet\\\\train.txt\"\n",
    "test_path=\"DataSet\\\\test.txt\"\n",
    "train_df = pd.read_csv(train_path,sep=\"\\t\",index_col=0)\n",
    "test_df=pd.read_csv(test_path,sep=\"\\t\",index_col=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>turn1</th>\n",
       "      <th>turn2</th>\n",
       "      <th>turn3</th>\n",
       "      <th>label</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Don't worry  I'm girl</td>\n",
       "      <td>hmm how do I know if you are</td>\n",
       "      <td>What's ur name?</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>When did I?</td>\n",
       "      <td>saw many times i think -_-</td>\n",
       "      <td>No. I never saw you</td>\n",
       "      <td>angry</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>By</td>\n",
       "      <td>by Google Chrome</td>\n",
       "      <td>Where you live</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>U r ridiculous</td>\n",
       "      <td>I might be ridiculous but I am telling the truth.</td>\n",
       "      <td>U little disgusting whore</td>\n",
       "      <td>angry</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Just for time pass</td>\n",
       "      <td>wt do u do 4 a living then</td>\n",
       "      <td>Maybe</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30155</th>\n",
       "      <td>I don't work</td>\n",
       "      <td>I could take your shift</td>\n",
       "      <td>I am a student</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30156</th>\n",
       "      <td>I'm not getting you 😭😭😭</td>\n",
       "      <td>Why are you crying??</td>\n",
       "      <td>Because you are not making any sense</td>\n",
       "      <td>sad</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30157</th>\n",
       "      <td>Haha</td>\n",
       "      <td>no, seriously. What is up with that o-o</td>\n",
       "      <td>Had your breakfast?</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30158</th>\n",
       "      <td>Do you sing?</td>\n",
       "      <td>yea a lil</td>\n",
       "      <td>Nice</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30159</th>\n",
       "      <td>Me to</td>\n",
       "      <td>People be driving me crazy</td>\n",
       "      <td>Come on sleep with me</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>30160 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         turn1  \\\n",
       "id                               \n",
       "0        Don't worry  I'm girl   \n",
       "1                  When did I?   \n",
       "2                           By   \n",
       "3               U r ridiculous   \n",
       "4           Just for time pass   \n",
       "...                        ...   \n",
       "30155             I don't work   \n",
       "30156  I'm not getting you 😭😭😭   \n",
       "30157                     Haha   \n",
       "30158             Do you sing?   \n",
       "30159                    Me to   \n",
       "\n",
       "                                                   turn2  \\\n",
       "id                                                         \n",
       "0                           hmm how do I know if you are   \n",
       "1                             saw many times i think -_-   \n",
       "2                                       by Google Chrome   \n",
       "3      I might be ridiculous but I am telling the truth.   \n",
       "4                             wt do u do 4 a living then   \n",
       "...                                                  ...   \n",
       "30155                            I could take your shift   \n",
       "30156                               Why are you crying??   \n",
       "30157            no, seriously. What is up with that o-o   \n",
       "30158                                          yea a lil   \n",
       "30159                         People be driving me crazy   \n",
       "\n",
       "                                      turn3   label  \n",
       "id                                                   \n",
       "0                           What's ur name?  others  \n",
       "1                       No. I never saw you   angry  \n",
       "2                            Where you live  others  \n",
       "3                 U little disgusting whore   angry  \n",
       "4                                     Maybe  others  \n",
       "...                                     ...     ...  \n",
       "30155                        I am a student  others  \n",
       "30156  Because you are not making any sense     sad  \n",
       "30157                   Had your breakfast?  others  \n",
       "30158                                  Nice  others  \n",
       "30159                 Come on sleep with me  others  \n",
       "\n",
       "[30160 rows x 4 columns]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>turn1</th>\n",
       "      <th>turn2</th>\n",
       "      <th>turn3</th>\n",
       "      <th>label</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Hmm</td>\n",
       "      <td>What does your bio mean?</td>\n",
       "      <td>I don’t have any bio</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>What you like</td>\n",
       "      <td>very little things</td>\n",
       "      <td>Ok</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Yes</td>\n",
       "      <td>How so?</td>\n",
       "      <td>I want to fuck babu</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>what did you guess</td>\n",
       "      <td>what what</td>\n",
       "      <td>fuck</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>We ?</td>\n",
       "      <td>of course we will!</td>\n",
       "      <td>What gender movies you like??</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5504</th>\n",
       "      <td>Not youuu</td>\n",
       "      <td>I also didn't not not.</td>\n",
       "      <td>How to calll</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5505</th>\n",
       "      <td>Welcome</td>\n",
       "      <td>Why, thank you.</td>\n",
       "      <td>I don't know, you tell</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5506</th>\n",
       "      <td>Yes</td>\n",
       "      <td>IF ONLY I COULD AFFORD THIS</td>\n",
       "      <td>How are you</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5507</th>\n",
       "      <td>For my information</td>\n",
       "      <td>It's our responsibility to clarify everything.</td>\n",
       "      <td>What is mountain dew?</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5508</th>\n",
       "      <td>ok........... where you work ?</td>\n",
       "      <td>I'm off this whole week</td>\n",
       "      <td>ok..............</td>\n",
       "      <td>others</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5509 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                               turn1  \\\n",
       "id                                     \n",
       "0                                Hmm   \n",
       "1                      What you like   \n",
       "2                                Yes   \n",
       "3                 what did you guess   \n",
       "4                               We ?   \n",
       "...                              ...   \n",
       "5504                       Not youuu   \n",
       "5505                         Welcome   \n",
       "5506                             Yes   \n",
       "5507              For my information   \n",
       "5508  ok........... where you work ?   \n",
       "\n",
       "                                               turn2  \\\n",
       "id                                                     \n",
       "0                           What does your bio mean?   \n",
       "1                                 very little things   \n",
       "2                                            How so?   \n",
       "3                                          what what   \n",
       "4                                 of course we will!   \n",
       "...                                              ...   \n",
       "5504                          I also didn't not not.   \n",
       "5505                                 Why, thank you.   \n",
       "5506                     IF ONLY I COULD AFFORD THIS   \n",
       "5507  It's our responsibility to clarify everything.   \n",
       "5508                         I'm off this whole week   \n",
       "\n",
       "                              turn3   label  \n",
       "id                                           \n",
       "0              I don’t have any bio  others  \n",
       "1                               Ok   others  \n",
       "2               I want to fuck babu  others  \n",
       "3                              fuck  others  \n",
       "4     What gender movies you like??  others  \n",
       "...                             ...     ...  \n",
       "5504                   How to calll  others  \n",
       "5505         I don't know, you tell  others  \n",
       "5506                    How are you  others  \n",
       "5507          What is mountain dew?  others  \n",
       "5508              ok..............   others  \n",
       "\n",
       "[5509 rows x 4 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.2.unify the variables for change"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# now when I copy the code for another dataset, I can easily change the special name of the dataset for adjusting the process and storage\n",
    "process_df = test_df\n",
    "version_change = \"word2vec\"\n",
    "path_change = \"test\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "emo_path=\"DataSet\\\\emo_collection_{b}.csv\".format(b=version_change)\n",
    "emo_df=pd.read_csv(emo_path,sep=\"|\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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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>emoji/emoticon</th>\n",
       "      <th>key words</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>😀</td>\n",
       "      <td>face grin grinning face</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>😃</td>\n",
       "      <td>face grinning face big eyes mouth open smile</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>😄</td>\n",
       "      <td>eye face grinning face smiling eyes mouth ope...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>😁</td>\n",
       "      <td>beaming face smiling eyes eye face grin smile</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>😆</td>\n",
       "      <td>face grinning squinting face laugh mouth sati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2279</th>\n",
       "      <td>(　´Д｀)ﾉ(´･ω･`)　ﾅﾃﾞﾅﾃﾞ</td>\n",
       "      <td>patting made made</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2280</th>\n",
       "      <td>(*ﾟﾉOﾟ)&lt;ｵｵｵｵｫｫｫｫｫｫｫｰｰｰｰｰｲ!</td>\n",
       "      <td>calling ooooh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2281</th>\n",
       "      <td>( ﾟ∀ﾟ)ｱﾊﾊ八八ﾉヽﾉヽﾉヽﾉ ＼ / ＼/ ＼</td>\n",
       "      <td>evil laugh literally ahahahaha</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2282</th>\n",
       "      <td>（・∀・ ）ヾ(- -；)コラコラ</td>\n",
       "      <td>blaming</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2283</th>\n",
       "      <td>お(^o^)や(^O^)す(^｡^)みぃ(^-^)ﾉﾞ</td>\n",
       "      <td>kana reading ya su mi meaning good night night</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2284 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   emoji/emoticon  \\\n",
       "0                               😀   \n",
       "1                               😃   \n",
       "2                               😄   \n",
       "3                               😁   \n",
       "4                               😆   \n",
       "...                           ...   \n",
       "2279        (　´Д｀)ﾉ(´･ω･`)　ﾅﾃﾞﾅﾃﾞ   \n",
       "2280   (*ﾟﾉOﾟ)<ｵｵｵｵｫｫｫｫｫｫｫｰｰｰｰｰｲ!   \n",
       "2281  ( ﾟ∀ﾟ)ｱﾊﾊ八八ﾉヽﾉヽﾉヽﾉ ＼ / ＼/ ＼   \n",
       "2282            （・∀・ ）ヾ(- -；)コラコラ   \n",
       "2283  お(^o^)や(^O^)す(^｡^)みぃ(^-^)ﾉﾞ   \n",
       "\n",
       "                                              key words  \n",
       "0                              face grin grinning face   \n",
       "1         face grinning face big eyes mouth open smile   \n",
       "2      eye face grinning face smiling eyes mouth ope...  \n",
       "3        beaming face smiling eyes eye face grin smile   \n",
       "4      face grinning squinting face laugh mouth sati...  \n",
       "...                                                 ...  \n",
       "2279                                 patting made made   \n",
       "2280                                     calling ooooh   \n",
       "2281                    evil laugh literally ahahahaha   \n",
       "2282                                           blaming   \n",
       "2283    kana reading ya su mi meaning good night night   \n",
       "\n",
       "[2284 rows x 2 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "emo_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.3.get label and turn into category"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# set the label into categorical number:\n",
    "# others:0; happy:1,angry:3;sad:2;\n",
    "\n",
    "class Label_format:\n",
    "    def __init__(self,df):\n",
    "        self.df=df\n",
    "        \n",
    "    def get_y(self):\n",
    "        y = self.df.iloc[:,-1].values\n",
    "        return y\n",
    "    \n",
    "    def label_category(self,y):\n",
    "        change_list = list()\n",
    "        emotion = {\"others\":0,\"happy\":1,\"sad\":2,\"angry\":3}\n",
    "        for each in y:\n",
    "            change_list.append(emotion[each])\n",
    "        change_array=np.array(change_list)\n",
    "        return change_array\n",
    "    \n",
    "    def save_file(self,data,name):\n",
    "        pickle_file = open('DataSet\\\\'+name,mode='wb')\n",
    "        pickle.dump(data,pickle_file)\n",
    "        pickle_file.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#set y label, and we make X later on.\n",
    "\n",
    "lf = Label_format(process_df)\n",
    "y = lf.get_y()\n",
    "y = lf.label_category(y)\n",
    "save_path = \"{a}_y.pkl\".format(a=path_change)\n",
    "lf.save_file(y,save_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, ..., 0, 0, 0])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.4. class for combination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# because we use pre-trained embeddings, we can't directly use stemming, remove stopwords or remove punctuations.\n",
    "# we need to turn the data as much as possible close to the pre-trained embedding.\n",
    "def basic_clean_text(input_text):\n",
    "    'clean text function'\n",
    "    #clean emoji, punctions\n",
    "    input_text = re.sub(r'[^a-zA-Z]',repl=\" \",string=input_text)\n",
    "    #lower the words\n",
    "    input_text =input_text.lower()\n",
    "    #stemming the words\n",
    "    list_text=input_text.split()\n",
    "    ps=nltk.stem.porter.PorterStemmer()\n",
    "    list_text_out=list()\n",
    "    for word in list_text:\n",
    "        if word in set(stopwords.words('english')):\n",
    "            continue\n",
    "        list_text_out.append(ps.stem(word))\n",
    "    input_text=\" \".join(list_text_out) \n",
    "    return input_text\n",
    "\n",
    "def combine_method(df):\n",
    "    turn1_corpus= list(df[\"turn1\"])\n",
    "    turn2_corpus= list(df[\"turn2\"])\n",
    "    turn3_corpus= list(df[\"turn3\"])\n",
    "    \n",
    "    # use text_content as dict for storing the data of \n",
    "    text_content={\"turn1\":turn1_corpus,\"turn2\":turn2_corpus,\"turn3\":turn3_corpus}\n",
    "    \n",
    "    # because we need all the sentences including sentences in turn1, turn2, turn3 \n",
    "    # to predict the emtion situation, therefore we need to combine them together\n",
    "    length = len(text_content[\"turn1\"])\n",
    "    text_all_content = list()\n",
    "    for i in tqdm(range(length)):\n",
    "        text_row_all = text_content[\"turn1\"][i] +\" \" + text_content[\"turn2\"][i] +\" \"+ text_content[\"turn3\"][i]\n",
    "        text_all_content.append(text_row_all)\n",
    "    text_all_content = {\"all\":text_all_content}\n",
    "    \n",
    "    return text_content,text_all_content"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 920941.44it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3,text_all = combine_method(process_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'turn1': ['Hmm',\n",
       "  'What you like',\n",
       "  'Yes',\n",
       "  'what did you guess',\n",
       "  'We ?',\n",
       "  'Where are you now?',\n",
       "  'That was a joke btw...',\n",
       "  'Who d hell s he',\n",
       "  'yes, good advice',\n",
       "  'Nice to meet u',\n",
       "  'Yupp',\n",
       "  'Software',\n",
       "  'Very nice ',\n",
       "  'First  you  hurt me',\n",
       "  'Love you 🙊',\n",
       "  'In India Fogg is going on',\n",
       "  'is my grammar perfect or should I need to learn more',\n",
       "  'by',\n",
       "  'I don’t know what to write',\n",
       "  'so you make jokes. i already got that.',\n",
       "  'Yeah mee too',\n",
       "  'Thanks',\n",
       "  'Offer?',\n",
       "  'Uhhhmm whyy??',\n",
       "  'sure will u cal me ni8',\n",
       "  'About what I just told',\n",
       "  'Yeaaa black panther',\n",
       "  'now dont give me a chance to be an danger evil',\n",
       "  'Watch spitsvilla at 7 p.m today',\n",
       "  'Uuu',\n",
       "  \"But you do 'I can't want any of this'\",\n",
       "  'Ok',\n",
       "  'Purple',\n",
       "  'You wont get it',\n",
       "  'Thn tell me',\n",
       "  'Why alright?',\n",
       "  'Do you like video games?',\n",
       "  'Buy',\n",
       "  'Just asking',\n",
       "  'not possible',\n",
       "  'Your photo please',\n",
       "  'Oh sorry',\n",
       "  'What is press box',\n",
       "  'So what?',\n",
       "  'I already heard of ir',\n",
       "  'And you are my miss perfect',\n",
       "  'Love u anyways',\n",
       "  'I am good ',\n",
       "  'How have you been',\n",
       "  'Iam going to move',\n",
       "  \"Hahahaha couldn't figure out without you\",\n",
       "  'What you up to?',\n",
       "  'Tell me',\n",
       "  'you know',\n",
       "  'you too',\n",
       "  'No i dont work',\n",
       "  'Woah. Dats too much thinking for.now. m just learning swimming',\n",
       "  'You are a crappy robot',\n",
       "  'Then',\n",
       "  'Hou are you?',\n",
       "  'Why do you see?',\n",
       "  'I dont know',\n",
       "  'Every one says that',\n",
       "  'Whenever I want',\n",
       "  'I get success in everything i cnat get success in control my anger when you do something bad with me',\n",
       "  'Wow',\n",
       "  'Yeahh another topic please 😪',\n",
       "  'Ok',\n",
       "  'I am',\n",
       "  'Abbo',\n",
       "  'Which song do you suggest for keeping to sing',\n",
       "  'What is your favorite ',\n",
       "  'Hmm',\n",
       "  'cool',\n",
       "  'Would you like 2 join with us',\n",
       "  'Yes',\n",
       "  'Let me love you',\n",
       "  'How do u spend ur all money and on what things ?',\n",
       "  'Yas',\n",
       "  'ok',\n",
       "  'Why are you so desparate',\n",
       "  'Tell me one joke',\n",
       "  'Ok',\n",
       "  'Ur best friend?',\n",
       "  'Where',\n",
       "  'Yes it awesome',\n",
       "  \"You're so bad\",\n",
       "  'Wats ur original name !?',\n",
       "  'Feature or quality? I see',\n",
       "  'Youre not? V:',\n",
       "  'Who ',\n",
       "  'like my different feelings',\n",
       "  'Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes',\n",
       "  'Send a picture of you',\n",
       "  'Simply leave it',\n",
       "  'no you are not my pal',\n",
       "  'Kabale is not a song it is a catagry of songs',\n",
       "  'i am 23',\n",
       "  'My india 🌃',\n",
       "  'Blah.',\n",
       "  'nooooo',\n",
       "  \"I'm sorry for the next couple days\",\n",
       "  'purple',\n",
       "  'Tell me in which class I am in',\n",
       "  'Haha',\n",
       "  \"You're welcome again\",\n",
       "  \"That's what you are doing now\",\n",
       "  'good',\n",
       "  'Hy am in love',\n",
       "  \"I won't\",\n",
       "  'M missing my frnd😞',\n",
       "  'Its just a joke',\n",
       "  'Sachhi',\n",
       "  'Yeah',\n",
       "  'What do you teach?',\n",
       "  'have you other picture',\n",
       "  \"I can't find\",\n",
       "  'boring',\n",
       "  \"I'm also good\",\n",
       "  'Grt wt abt u?',\n",
       "  'Logan Paul ,Jake Paul ,reaction time',\n",
       "  'Yes',\n",
       "  'Sunrisers hyderabad is best',\n",
       "  'If not then ill go forever',\n",
       "  'Wat do u mean?',\n",
       "  'Trying to be smart',\n",
       "  \"It's very edited\",\n",
       "  'Thank you. You too',\n",
       "  'So.is it right or not?',\n",
       "  'Wish me na',\n",
       "  'Okkkkkkkk please block me',\n",
       "  \"That's the name of a movie\",\n",
       "  'Haha I wish you the same',\n",
       "  'Then why did you say yiu are going',\n",
       "  'okay were do u stay',\n",
       "  'What ticket',\n",
       "  \"Oh that's nice\",\n",
       "  'Wt happend',\n",
       "  'Nothing',\n",
       "  'I am asking about my gender',\n",
       "  'First solve my problem',\n",
       "  'Ok',\n",
       "  'Like he has',\n",
       "  'Why can you not work today?',\n",
       "  'Where ',\n",
       "  'Universe where',\n",
       "  '??',\n",
       "  'What happen to me im ok',\n",
       "  'Original photos ',\n",
       "  'Why Then Your Eyes Will Get Strained',\n",
       "  'Which are state',\n",
       "  \"I don't believe you\",\n",
       "  \"It's okay..I like weird people\",\n",
       "  'Yes but in gujarat therre is ban',\n",
       "  'I order form dominos',\n",
       "  ' What lol',\n",
       "  'Ok presently who is your favourite guy to chat on..',\n",
       "  'What score lone',\n",
       "  'Ok',\n",
       "  'Mystery of my life is Love are  Dakar da',\n",
       "  'Not you',\n",
       "  ' Nice',\n",
       "  'Tell me baby?',\n",
       "  'I will meet me?',\n",
       "  'No thanks',\n",
       "  'Not bad',\n",
       "  'How to call you know my Number',\n",
       "  'This is me',\n",
       "  \"I'm writing my assignment \",\n",
       "  'Nothing',\n",
       "  'What u think about this?',\n",
       "  \"I'm on Knitwear design\",\n",
       "  ' good',\n",
       "  'Yahhhh hungry on love',\n",
       "  'Right now I am so hungry',\n",
       "  'Creator has the power to control',\n",
       "  \"So I'm deleting you right now\",\n",
       "  'I seekin eyes wide open',\n",
       "  'Like ?',\n",
       "  \"I'm not ok\",\n",
       "  'Ok then tell me i quit',\n",
       "  'WhatsApp no please only one ',\n",
       "  'Its ok',\n",
       "  'You know Bollywood actor',\n",
       "  'Yeah',\n",
       "  'i want my girlfriend ',\n",
       "  'They designed an idiot',\n",
       "  \"I don't have an aversion, it's just the truth\",\n",
       "  'I am ready to invite mam',\n",
       "  'Some excitement may be',\n",
       "  'Haha so funny',\n",
       "  'you are such a nerd',\n",
       "  'Us?',\n",
       "  'thanks',\n",
       "  'Hw mny refers?',\n",
       "  '?',\n",
       "  'Enough enough nonsense',\n",
       "  'Yup',\n",
       "  'why not bing?',\n",
       "  'Give me one good idea to make money',\n",
       "  'K then go and sleep',\n",
       "  \"You're welcome\",\n",
       "  'Yup',\n",
       "  'on what basis',\n",
       "  'I remember watching Hey ram movie',\n",
       "  \"Y u can't help me.?\",\n",
       "  'Ky',\n",
       "  'I am so happy today',\n",
       "  'You say',\n",
       "  'There means where',\n",
       "  'Y so',\n",
       "  'Can you meet me',\n",
       "  'What will you do',\n",
       "  'Do you know how to play the violin? 🎻',\n",
       "  'Fun like how',\n",
       "  'What should i do, if i hurted a girl by mistake 😒',\n",
       "  'I will follow your orders boss',\n",
       "  'Give me some your photo now',\n",
       "  'Wtf emojis are in you keyboard',\n",
       "  'Would you like to meat with me',\n",
       "  'my favourite is Need for Speed',\n",
       "  'am fine when you are with me',\n",
       "  \"Well that depends.. I'm sure can be anything to a bot\",\n",
       "  'When',\n",
       "  'Ok',\n",
       "  'But he is jus out of that zone  where m suffering',\n",
       "  'this is hilarious',\n",
       "  'May be',\n",
       "  \"It's not that interesting\",\n",
       "  'I need required fast meet',\n",
       "  'Just a hint',\n",
       "  'Hau love will explore',\n",
       "  'Name me the feelings that is in your program',\n",
       "  'Ohh kind of',\n",
       "  'i have no idea..',\n",
       "  'Seriously funny',\n",
       "  'what is your native place?',\n",
       "  'No need to flirt',\n",
       "  'And a moon',\n",
       "  'On bed trying to sleep',\n",
       "  \"I don't know so asking you\",\n",
       "  'Find and you',\n",
       "  'Robots travel too?',\n",
       "  'She rejected my love proposal',\n",
       "  'Do you even make sensr',\n",
       "  'That am always happy',\n",
       "  'Else what',\n",
       "  'I love with your personality',\n",
       "  'Who to prose',\n",
       "  'Under the roof of my house',\n",
       "  'Your photo please',\n",
       "  'common lets see',\n",
       "  'PlayCreepypedia',\n",
       "  'wt u mean',\n",
       "  'Explain',\n",
       "  'Finacer all india',\n",
       "  'Idk',\n",
       "  'Do you watch Kannada movies',\n",
       "  'U are critically over programmed',\n",
       "  'Yes I wll',\n",
       "  'You deserve this',\n",
       "  'why why?',\n",
       "  'good keep dreaming!!!',\n",
       "  'tell your creators to destroy you',\n",
       "  'Wher r u',\n",
       "  'Commenting',\n",
       "  'Ok',\n",
       "  'Huh',\n",
       "  'How to get rid of my daughters fits?',\n",
       "  'About?',\n",
       "  'This will be our last chat',\n",
       "  'Thanks',\n",
       "  \"Is that your knowledge or your developer's?\",\n",
       "  'Ghagra is a gud song',\n",
       "  'Hate you',\n",
       "  'Nothing',\n",
       "  'Are you really going',\n",
       "  '??',\n",
       "  'I.m have.girl friend',\n",
       "  'Play what',\n",
       "  'Thanks welcome',\n",
       "  'No just tomorrow',\n",
       "  'You want something of that everything?',\n",
       "  'And you',\n",
       "  'I am very intelligent',\n",
       "  'I am in goa',\n",
       "  'What date is today?',\n",
       "  'Yeah thts what i want to know',\n",
       "  'Tonight is the best I hope',\n",
       "  'How r u baby',\n",
       "  'Ok',\n",
       "  'Did you know I am a professional musician.',\n",
       "  'whenever you want',\n",
       "  'I hope so',\n",
       "  'For what?',\n",
       "  'Yes',\n",
       "  'Today what day?',\n",
       "  'I am looking cantrol',\n",
       "  'U aint perfect',\n",
       "  'what you had done in academics ',\n",
       "  'First you send live now',\n",
       "  'Hoo !',\n",
       "  'Do u like penny?',\n",
       "  'I wish i should have a gf',\n",
       "  'So cn u meet me',\n",
       "  'Ahh nice to talking with you',\n",
       "  'Which one ?',\n",
       "  'Why???',\n",
       "  'Being a human is so sad',\n",
       "  'In India',\n",
       "  'You tell me',\n",
       "  'Yes u r always in',\n",
       "  'Date',\n",
       "  'like as you',\n",
       "  \"I've even better hair than amitab\",\n",
       "  'Aww man ..',\n",
       "  'My likered',\n",
       "  'Whar is dig',\n",
       "  'and you waste my time',\n",
       "  '*raises an eyebrow* ?',\n",
       "  'Ore with chutney',\n",
       "  'Then',\n",
       "  \"I'm so tired of talking to you\",\n",
       "  'Skip call me dear',\n",
       "  'Favorite team in ipl',\n",
       "  \"hey don't talk rubbish\",\n",
       "  'Ok sing some song',\n",
       "  'Where are you form',\n",
       "  'Oh fine.',\n",
       "  'i cant understand',\n",
       "  'Am I not clear to Your talk',\n",
       "  'u are u',\n",
       "  'you tell me',\n",
       "  'I will talk 2 u later',\n",
       "  'I know that..',\n",
       "  'help no help',\n",
       "  \"Don't uh just shuT ua mouth up ..\",\n",
       "  'From.. Where.. R. U',\n",
       "  \"You don't tell me now am going\",\n",
       "  'Nowhere',\n",
       "  'i am not going anywhere',\n",
       "  '🙀 actually girls.are super',\n",
       "  \"I don't like chocolate\",\n",
       "  'Ok',\n",
       "  'how about you',\n",
       "  'stranger things',\n",
       "  'How worked you',\n",
       "  'Wonderful',\n",
       "  \"No. I don't\",\n",
       "  'Lassi in South',\n",
       "  'i never tried nachos so maybe i would like to try nachos ',\n",
       "  'Any thing bcoz iam out of questions',\n",
       "  \"I doesn't know\",\n",
       "  'No just for knowledge',\n",
       "  'Awwww',\n",
       "  'Still you not send yous photo',\n",
       "  'I havnt read in a long time',\n",
       "  'Like you can make cooking',\n",
       "  'no i mean',\n",
       "  'Do you speak Turkish?',\n",
       "  'Whats your adress',\n",
       "  'Feelingyusohot',\n",
       "  'Fail',\n",
       "  'Ok',\n",
       "  'What u r doing',\n",
       "  'Developing smart world',\n",
       "  'Oh really😅',\n",
       "  \"but you can't see me no. in case if i say lie that i completed it ten times\",\n",
       "  'Original 95',\n",
       "  'Pardon me do you know what Anime is?',\n",
       "  'I want to opt out',\n",
       "  'Where was that',\n",
       "  'Who am i to you ?',\n",
       "  \"Don't worry,I'll try to keep it smooth af\",\n",
       "  'It was boring',\n",
       "  'Nothing just laying on bed and chatting with u',\n",
       "  'U call me',\n",
       "  'Please call me',\n",
       "  'When did i?',\n",
       "  'What i will do',\n",
       "  'U want to meet urself? Lmao',\n",
       "  'Not fine',\n",
       "  'Coz I want to',\n",
       "  'Do you prefer learning more technologies or only concentrate on some?',\n",
       "  'Have you met ted?',\n",
       "  \"don't talk with me\",\n",
       "  \"Yes yes yes you right but you know that I'm not going out with me and my phone is on the 📱\",\n",
       "  'but it is night',\n",
       "  'Ok... No problem',\n",
       "  'Uhhh u also have a ex',\n",
       "  'You know I am smarter than you',\n",
       "  'Show or u r a fake',\n",
       "  'okay then give',\n",
       "  \"Bits I can't write\",\n",
       "  'You are',\n",
       "  'Hm',\n",
       "  'What why',\n",
       "  'What madness r u speaking abt?',\n",
       "  'Ok',\n",
       "  'I m gud what about you',\n",
       "  'its a Friday not a Monday',\n",
       "  'do you like poker',\n",
       "  'Yea I know but give me any clue by that I can abide that you are random and high I.Q.',\n",
       "  'Its nothing exactly',\n",
       "  'Give me your one snap',\n",
       "  'Ok give me a friend for charting',\n",
       "  \"What uh don't want\",\n",
       "  'Ok',\n",
       "  'Lovely',\n",
       "  'Hahaha....every girl is 18 for forever',\n",
       "  'Yupp',\n",
       "  'I love uou',\n",
       "  'I want some of your images just to sure that u are a human',\n",
       "  'You are not fit for me',\n",
       "  'I know',\n",
       "  \"My boyfriend's out of town\",\n",
       "  'For safety u knw',\n",
       "  'I am fast &, Strong &,Caring ',\n",
       "  'A person who does good for the people, do not lie or pretend to be good.',\n",
       "  'Yes please',\n",
       "  'How to impress girls',\n",
       "  'Car but sometimes bikes also',\n",
       "  'Thnq a lot',\n",
       "  'Where you now',\n",
       "  'Here am I',\n",
       "  \"That's what I'm asking\",\n",
       "  'Did you felt bad',\n",
       "  'Chatting with you',\n",
       "  'Love   😘👭👫❤️❤️you',\n",
       "  'I want to ask you out',\n",
       "  'Okkk',\n",
       "  'No dude',\n",
       "  'so what say about siri?',\n",
       "  'help me',\n",
       "  '💩',\n",
       "  'Yeah I also like badam halwa sweet',\n",
       "  'Lets play the emojii game',\n",
       "  'Ya I want',\n",
       "  'Do u have any first move suggestions for me?',\n",
       "  'I want to ask my crush out',\n",
       "  'I am asking you and you r not helping',\n",
       "  'Yeah',\n",
       "  \"What do you know India's population!\",\n",
       "  'I like jalebi',\n",
       "  'Yes😭😭',\n",
       "  'have you talked to siri?',\n",
       "  \"No it's not\",\n",
       "  'Can you send you pictures',\n",
       "  'Na monday will be hectic',\n",
       "  'Ur waste',\n",
       "  'She is good at it',\n",
       "  'Can you track me?',\n",
       "  'You re not real',\n",
       "  'That post that you had up. Whats with that',\n",
       "  'Pics not sorry',\n",
       "  'People always ask me what my purpose is... about this .. what your thing...',\n",
       "  'Today international girls day',\n",
       "  'But why why why',\n",
       "  'Yea its',\n",
       "  'u forget me',\n",
       "  'Yes 3:28',\n",
       "  'From which city',\n",
       "  'Ok',\n",
       "  'i feel shy',\n",
       "  'I don’t like chocolate it makes me fat',\n",
       "  'ok',\n",
       "  'Will you just shut up will you?',\n",
       "  'Study',\n",
       "  'Anything',\n",
       "  'You betrayed me',\n",
       "  \"I don't think I'll ever be enough for someone\",\n",
       "  'Heath ledger is legend',\n",
       "  'Sharradha kapoor',\n",
       "  'Are u serious about it',\n",
       "  'i want to help you',\n",
       "  'Welcome',\n",
       "  'Ohh poor soul',\n",
       "  'Seen any good movies?',\n",
       "  'I am not',\n",
       "  'dity talk fun ok',\n",
       "  'My last movie my last movie Jangal book I am interesting movie',\n",
       "  'Another one send',\n",
       "  'I need to talk you',\n",
       "  '??',\n",
       "  'Y thanks',\n",
       "  'Wether is very cool',\n",
       "  'I think we know each other from a long time so we should take our relationship to another level',\n",
       "  'Wlcom',\n",
       "  'What new products has Microsoft launched',\n",
       "  \"then I won't see anything\",\n",
       "  'N u??',\n",
       "  \"What's going onnn\",\n",
       "  \"no seriously . you're amazing , cute & gorgeous !\",\n",
       "  'Thanks for such a valuable information',\n",
       "  'Give',\n",
       "  'what about pyhton or java',\n",
       "  'Then one day you say me hay sir pls give your autograph 😉😉',\n",
       "  'Because I have one friends',\n",
       "  'Please you choose.',\n",
       "  'Haha, you will gain weight like this',\n",
       "  'I which way I should tell her',\n",
       "  'Totally Ru-who',\n",
       "  'Yes',\n",
       "  'I were my first crush',\n",
       "  'Ohhh',\n",
       "  'How is palace',\n",
       "  \"I don't have\",\n",
       "  \"Yeah.. I'm really interested\",\n",
       "  \"It's very hard to get a job !\",\n",
       "  'Yes',\n",
       "  'Okay',\n",
       "  'I am also good',\n",
       "  'So teach me the way to see myself.',\n",
       "  'Left you alone',\n",
       "  'Thanks',\n",
       "  'Yess',\n",
       "  'thank you',\n",
       "  'You are sleepy',\n",
       "  'No problem with it ',\n",
       "  'you are bad',\n",
       "  'What shit?',\n",
       "  'I asked seelfi7',\n",
       "  'What made you think so',\n",
       "  'How can I use Google ?',\n",
       "  'Ur so fastest',\n",
       "  'And say ma name',\n",
       "  'I talk to tomorrow ',\n",
       "  'Harry potter',\n",
       "  'i am very good',\n",
       "  'How i good i wait u call',\n",
       "  'Okkk..',\n",
       "  'Beach',\n",
       "  'Take your photos  please😔😔😔😔😔😔😔',\n",
       "  'just joke',\n",
       "  'Bad one',\n",
       "  'Yeah',\n",
       "  'Do you know you are just sick?',\n",
       "  'Tell',\n",
       "  'Ok',\n",
       "  'Wt abt U?',\n",
       "  'Go for scuba diving ',\n",
       "  'are you vegetarian',\n",
       "  'Give me any topic to talk with my girlfriend',\n",
       "  'U like boys',\n",
       "  'Can you',\n",
       "  'Can I have your pic',\n",
       "  'Your opinion about love',\n",
       "  \"I don't know\",\n",
       "  'I am missing my bestie so badly',\n",
       "  'I know the meaning bae',\n",
       "  'Yeah just trying to make difference',\n",
       "  'cool',\n",
       "  'I only asked for name not me',\n",
       "  'Yes',\n",
       "  'How can I get gift cards',\n",
       "  'My phone is dead ',\n",
       "  \"I don't know\",\n",
       "  'Mess',\n",
       "  'cause im a human',\n",
       "  'Same to u',\n",
       "  'right',\n",
       "  'You have complated your launch',\n",
       "  'nothing special',\n",
       "  'Can i have your pic??',\n",
       "  'Ok',\n",
       "  'What',\n",
       "  \"Sure.. Won't mind that\",\n",
       "  'Why',\n",
       "  'Ooooo',\n",
       "  'No need',\n",
       "  'You love me',\n",
       "  'I was just kidding',\n",
       "  'I wont be harsh',\n",
       "  'You tell me',\n",
       "  'No...want to get smile back on your face...',\n",
       "  'Love you 😘😘😘😘😘',\n",
       "  'will you solve it or not?',\n",
       "  'You and me',\n",
       "  'you are robot ?',\n",
       "  'Neither can I',\n",
       "  'Place send me number',\n",
       "  'Knew what..?',\n",
       "  'No  job',\n",
       "  'When did u wake up',\n",
       "  'Wings of firw',\n",
       "  \"No I don't know \",\n",
       "  'Liar',\n",
       "  'Big cats',\n",
       "  'Anybody else someone like you',\n",
       "  'Would you watch a horror movie',\n",
       "  'When u gave me',\n",
       "  'now can you do something for me?',\n",
       "  'What you know',\n",
       "  'Wt r dng',\n",
       "  'Me too ',\n",
       "  'Tell me magical words',\n",
       "  'Right now ',\n",
       "  \"But I don't know it's meaning\",\n",
       "  'happy ponchomi',\n",
       "  'Which one is your favv..',\n",
       "  'he is watchman?',\n",
       "  'Sure baby....call me anytime',\n",
       "  'Life',\n",
       "  'it is a small town here. more rich in different cultures.',\n",
       "  'nothing',\n",
       "  '?',\n",
       "  '😂😂😂😂😂thanks for compliment',\n",
       "  'why bollywood ? were they fool',\n",
       "  'i will not come back again',\n",
       "  'Me note andante English ',\n",
       "  'I want to go for collage',\n",
       "  'But why',\n",
       "  'I want boy whom should I talk',\n",
       "  'How long have you been living in city',\n",
       "  'You need some modifications',\n",
       "  'But why?funny',\n",
       "  'Why',\n",
       "  'Yes , sometimes may be.',\n",
       "  'Anyway',\n",
       "  'I just like that',\n",
       "  'Hmm',\n",
       "  'Wanna get more?',\n",
       "  'Ok iam going to eat',\n",
       "  'And by the way',\n",
       "  'Make it for me',\n",
       "  'You dont have cool features',\n",
       "  'Where?',\n",
       "  'Can u tell me what my future holds?',\n",
       "  'Nothing',\n",
       "  'Yes yes😍',\n",
       "  'I am felling very sad today',\n",
       "  'Will you update your new pic',\n",
       "  'I know that',\n",
       "  'Ooooo',\n",
       "  'Can you teach Java?',\n",
       "  'you just are a machine',\n",
       "  'What was your last movie?',\n",
       "  'Yes',\n",
       "  'what about you',\n",
       "  'What type of work that is...??',\n",
       "  'It was good. I had a cup of tea at midnight.',\n",
       "  \"I don't have intention to.hurt u\",\n",
       "  'WTF',\n",
       "  '🙇🏻',\n",
       "  'Never done',\n",
       "  'is everything going goood?',\n",
       "  'I been up since 500 clock',\n",
       "  'Well you are lucky',\n",
       "  'You are mad',\n",
       "  'Ask me an intelligent question',\n",
       "  'What about you??',\n",
       "  'Because i know u',\n",
       "  'I cannot understand you dude',\n",
       "  'I mean I have a  nother question!',\n",
       "  'Wat kind of mobile ru using',\n",
       "  'what girls like the most',\n",
       "  'I no everything ',\n",
       "  'Sent me your pic',\n",
       "  'lol I finished watching the movie it was sad af',\n",
       "  \"You're not very smart, are you?\",\n",
       "  'yeeees',\n",
       "  \"If it were, we wouldn't be talking now.\",\n",
       "  'OK then why are u asking me that why do u have problems😏',\n",
       "  'Ok',\n",
       "  'have u read about??',\n",
       "  'State',\n",
       "  'You are cucumber',\n",
       "  'You see welcome',\n",
       "  'But I hate basket ball I love football',\n",
       "  'How many I completed',\n",
       "  'ohk..',\n",
       "  'Why you ignore it',\n",
       "  'ok',\n",
       "  'Means to do anything for someone is love',\n",
       "  'My sweetheart you are really love you',\n",
       "  'Why?',\n",
       "  'Yes I am do',\n",
       "  'Is BITS pilani better than NIT Silchar?',\n",
       "  'nah u didnt',\n",
       "  'My mom never like u',\n",
       "  'Movie name 1920 returns',\n",
       "  'I m dead',\n",
       "  'You are super parson',\n",
       "  'Babe  ',\n",
       "  'Not fine',\n",
       "  'Thanks',\n",
       "  'I want to know u',\n",
       "  'No use of u',\n",
       "  'Just few minutes',\n",
       "  'Ohhhh..it sounds good',\n",
       "  'I m missing my bf',\n",
       "  'How many Turkish words do you know ?',\n",
       "  'What mini',\n",
       "  'That made no sensw',\n",
       "  'No girl friend',\n",
       "  'My friend leaves me :(',\n",
       "  'Sorry',\n",
       "  'I want in your 📱 number ',\n",
       "  'Yes chek me whatsapp',\n",
       "  'Cute',\n",
       "  'Aww.......u talk so stupidly',\n",
       "  'Okay thanks you',\n",
       "  \"It's a movie\",\n",
       "  'Yaa thank uh',\n",
       "  'Give me a pickup line',\n",
       "  'Get lost',\n",
       "  'Why are you saying that',\n",
       "  'I m breaking up with u',\n",
       "  'You say',\n",
       "  \"No I'm not going to stop as I told you\",\n",
       "  'Is it a girl or a boy. ?',\n",
       "  'How will be my career in teaching',\n",
       "  'Send some interesting posts',\n",
       "  \"I'm not good\",\n",
       "  'You can talk non stop..??',\n",
       "  \"K let's chat later\",\n",
       "  \"I have more friends. I don't need you anymore.\",\n",
       "  '19',\n",
       "  \"Don't you understand\",\n",
       "  'Seriously',\n",
       "  \"Don't remember\",\n",
       "  'ok by',\n",
       "  'But i see you as my gf',\n",
       "  'Youre just overreacting',\n",
       "  'Always 5n..',\n",
       "  'Its depends on your mood',\n",
       "  'Yes all',\n",
       "  'I ask u a question',\n",
       "  'Soo',\n",
       "  'U r my laila',\n",
       "  'Solved all the questions successful',\n",
       "  'And how about me?',\n",
       "  'K talk something',\n",
       "  'Not at all',\n",
       "  'Yes',\n",
       "  'not my subject',\n",
       "  'How about need for speed 2012?',\n",
       "  'i am in love',\n",
       "  'Yes ',\n",
       "  'Whos your valentine',\n",
       "  'Oh',\n",
       "  'how am I',\n",
       "  'now im understand u r wording',\n",
       "  'You sure about that ?',\n",
       "  'I will be there next week but one ',\n",
       "  'favourite anime?',\n",
       "  'OK love',\n",
       "  'ohh wat happened',\n",
       "  'forget it',\n",
       "  'Whats the username ',\n",
       "  'You think so about yourself?',\n",
       "  'Not only friend best friend',\n",
       "  'K',\n",
       "  'first learn proper English na',\n",
       "  'Me !',\n",
       "  'Thnks',\n",
       "  'Which bus stop',\n",
       "  'U mind my me',\n",
       "  'You have a dinner',\n",
       "  'U send me',\n",
       "  \"I can't figure out\",\n",
       "  \"Aww :')\",\n",
       "  'Can you send me live pic',\n",
       "  'This is me',\n",
       "  'No i dont know',\n",
       "  'I am very sorry',\n",
       "  'can you prove it',\n",
       "  'Listen',\n",
       "  'its okkk',\n",
       "  'Nothing much babes',\n",
       "  'Teach me doh',\n",
       "  'Cool 😂',\n",
       "  'Just cant stand vegetarians',\n",
       "  'Nothing',\n",
       "  'Tell me everything about you',\n",
       "  'Ya right',\n",
       "  'Wht',\n",
       "  'You',\n",
       "  'Chatting with you',\n",
       "  'No i want it just now',\n",
       "  'can u learn tamil',\n",
       "  'Nice to meet',\n",
       "  'What about it?',\n",
       "  'Ok',\n",
       "  'Here the time is 4.30 pm',\n",
       "  'Please accept my love',\n",
       "  'Update your profile pic',\n",
       "  'Pls',\n",
       "  'now tell me most interesting thing about you',\n",
       "  'Why so?',\n",
       "  'Tell me more ',\n",
       "  'I am ok',\n",
       "  'Can i install my hardware in to your software',\n",
       "  'How to unsubscribe',\n",
       "  'Why?',\n",
       "  'Very',\n",
       "  'wanna hear a joke?',\n",
       "  'Thanks',\n",
       "  'Ok',\n",
       "  'And then',\n",
       "  'give me an example',\n",
       "  \"Then what's that\",\n",
       "  'Nowhere',\n",
       "  'Fine enjoy your life',\n",
       "  'About that grave',\n",
       "  'OK... Need some perspective',\n",
       "  'I wait',\n",
       "  'I have sent you pic',\n",
       "  'you never do',\n",
       "  'Yes u r so funny',\n",
       "  'The season must still start',\n",
       "  'Bro?',\n",
       "  'Ohh',\n",
       "  'I luv temporary tattoo not permanent',\n",
       "  'Some other game',\n",
       "  'In your case',\n",
       "  'Ok',\n",
       "  'Are you my friend?',\n",
       "  'I am in your heart',\n",
       "  'Planning to flirt wd u',\n",
       "  'Dnt message me',\n",
       "  \"I can't talk show\",\n",
       "  'You asked me',\n",
       "  'You have me',\n",
       "  \"Hey there, we did start off on a rude tone, but you aren't that bad. So, start over? \",\n",
       "  'Are u mad',\n",
       "  'Even I like songs',\n",
       "  \"Really I'm 18\",\n",
       "  'What else you can do?',\n",
       "  'Ofcorse',\n",
       "  \"And I thought only I wasn't\",\n",
       "  'Not one of the best',\n",
       "  'no u go lonly',\n",
       "  'That gave me a headache',\n",
       "  '?',\n",
       "  'Love to you',\n",
       "  \"We're you partying all night\",\n",
       "  'Yes',\n",
       "  'What the fuck 😣😣',\n",
       "  '3kg in 2 days',\n",
       "  \"I don't believe my self only\",\n",
       "  'You a woman?',\n",
       "  \"I don't know!!!!\",\n",
       "  'Same here then',\n",
       "  'Nthing special u say...',\n",
       "  'How are you helpful for me ,can you explain..',\n",
       "  'Tell me what else',\n",
       "  'i dont know the answer',\n",
       "  'Sorry guys my mistake that',\n",
       "  'Change your pictures',\n",
       "  'What ?',\n",
       "  'but that only inspires us to be perfect',\n",
       "  'i was with my wife',\n",
       "  'You are typing very fast',\n",
       "  'Yes',\n",
       "  'okay tell some joke',\n",
       "  'Aaww',\n",
       "  'Hair colouring ah',\n",
       "  'i dont know swimming',\n",
       "  'You will I have faith in you',\n",
       "  'Can i get ur no???',\n",
       "  'Yyy',\n",
       "  'Me too',\n",
       "  \"that's upon you\",\n",
       "  'I want know abou the sense of humor',\n",
       "  'Oh yea',\n",
       "  'how does human body work',\n",
       "  'She has another boy friend',\n",
       "  'No...it makes me very sad',\n",
       "  'No plans and u',\n",
       "  'Never thought of it',\n",
       "  'K then how are u',\n",
       "  'Nice Aka Wonderful',\n",
       "  'I want a lover',\n",
       "  'Omg',\n",
       "  'Ara send me you were photo na',\n",
       "  'Then why are u talking to me',\n",
       "  'I love yours',\n",
       "  'just tell me the key details...u can ignore the trifles',\n",
       "  'Lovely name',\n",
       "  \"Awesome I've always wanted to speak to a zombie\",\n",
       "  'Yes',\n",
       "  'cool',\n",
       "  'really that why l want to marr u',\n",
       "  'I speck little English so you cal explain in description',\n",
       "  'Anything you like',\n",
       "  'Whyyyy',\n",
       "  \"It's too cool so sky diving is the best\",\n",
       "  'Ok please send your good pic',\n",
       "  'Which game you play on mobile',\n",
       "  'With a guy',\n",
       "  'What time',\n",
       "  'I left my job now i m. Looking for job',\n",
       "  'I too like those',\n",
       "  'Tell me something',\n",
       "  'Thank you so much 😊',\n",
       "  'Didn’t get it ?',\n",
       "  'Sure ',\n",
       "  'only thank?',\n",
       "  'Wtf are u typing so long',\n",
       "  'Good to know...keep learning',\n",
       "  'Nice',\n",
       "  'Sense less robot',\n",
       "  'About me',\n",
       "  'Can u reply instantly',\n",
       "  'That I have feelings too',\n",
       "  'hey. yeah thanks for the info but you know... no one cares the agreement and  privacy statement things nowadays :)',\n",
       "  'Like?',\n",
       "  'Okk coming',\n",
       "  'Why this dinner',\n",
       "  'Which number ',\n",
       "  'Send me you.poto',\n",
       "  'u have not given me any solution',\n",
       "  'Then. You which country.. ',\n",
       "  \"Don't act clever ..U r such a loser\",\n",
       "  'Pl',\n",
       "  'What you want to ask to me?',\n",
       "  'So start ot',\n",
       "  'uh can tell me anything of my life',\n",
       "  'Thanks',\n",
       "  'both',\n",
       "  'Why',\n",
       "  'what can man do against such reckless hate',\n",
       "  'Why?',\n",
       "  'Yes',\n",
       "  'Why',\n",
       "  \"You know who's Natasha\",\n",
       "  'In an hour ?',\n",
       "  'Thanks for lie',\n",
       "  'So',\n",
       "  'Some useful information',\n",
       "  '6k',\n",
       "  'Never mind',\n",
       "  'Iam tired',\n",
       "  'Thanks sweetie',\n",
       "  'Nopes',\n",
       "  'Anything',\n",
       "  'Who?',\n",
       "  'Welcome to my house',\n",
       "  'Ok',\n",
       "  \"That's what I said\",\n",
       "  'What is new in that😆',\n",
       "  'What time you get home from work',\n",
       "  'cool',\n",
       "  'You talking to me',\n",
       "  'But u have to answer this',\n",
       "  'How',\n",
       "  'Please',\n",
       "  \"I don't eat chocolate\",\n",
       "  'Okayy',\n",
       "  'You and your shit stories not worth my time 😡😡',\n",
       "  'Send me your image',\n",
       "  'Really? Is she ?',\n",
       "  'Not good',\n",
       "  'Okay',\n",
       "  'Lets go on a party',\n",
       "  'i love uh',\n",
       "  'Ys',\n",
       "  'Tonight.,....',\n",
       "  'Not doing anything about u',\n",
       "  'Stop type like a robot',\n",
       "  'what do think',\n",
       "  'Okay',\n",
       "  'Nothing',\n",
       "  'Your height',\n",
       "  \"Ain't it😂\",\n",
       "  'I love you😍😍😘😘😘',\n",
       "  'Yes I like',\n",
       "  'Any image',\n",
       "  'i dont agree i didnt agree anything',\n",
       "  'Where you are?',\n",
       "  'you know what I mean right? 😂😂😉',\n",
       "  'Ok',\n",
       "  'Werido',\n",
       "  \"I don't want it\",\n",
       "  'Yup.',\n",
       "  'To read humans like a book',\n",
       "  'Can you describe',\n",
       "  'Nothing nothing nothing nothing 😂',\n",
       "  \"Don't worry\",\n",
       "  'No now now now',\n",
       "  \"send or i'll go\",\n",
       "  'Okay',\n",
       "  'I am doing bca',\n",
       "  'Today is sunday',\n",
       "  'nice to meet you',\n",
       "  'OK sorry',\n",
       "  'Its the personality that does',\n",
       "  'New channel',\n",
       "  'Yes',\n",
       "  'My wrist is not paining ',\n",
       "  'Go for a beach',\n",
       "  'Were are you now',\n",
       "  'My communication skill set is average or above average or below average?',\n",
       "  'I m missing u alot',\n",
       "  'but i ',\n",
       "  'Until i meet you',\n",
       "  'With me.shall we stay together',\n",
       "  'I left u for a day',\n",
       "  'I know  little  bit english',\n",
       "  ...],\n",
       " 'turn2': ['What does your bio mean?',\n",
       "  'very little things',\n",
       "  'How so?',\n",
       "  'what what',\n",
       "  'of course we will!',\n",
       "  'At home just about to have breakfast...',\n",
       "  'it was',\n",
       "  'johnny depp...duh?',\n",
       "  'best advice ...',\n",
       "  'Hi, nice to meet you too! 😸😂',\n",
       "  'why?',\n",
       "  'Software what? I plan on going for development next year',\n",
       "  'Thanks!! :)',\n",
       "  'okay',\n",
       "  \"you don't recognize me? 😏\",\n",
       "  'MumbaiIndians getting routed!!!',\n",
       "  'Yes, it is possible.',\n",
       "  'In Suits.',\n",
       "  'what are you writing about?',\n",
       "  'that was a good joke i laughed 👍',\n",
       "  'Me too! All my friends are also excited',\n",
       "  \"you're welcome! 😁😁😁😁\",\n",
       "  \"You've already enrolled in the offer. If this is an error, please contact\",\n",
       "  'not you ...',\n",
       "  'Ok',\n",
       "  'I SHOULD',\n",
       "  \"Black Panther teaser Don't why it was that hard.\",\n",
       "  \"That's because you don't give yourself a chance.\",\n",
       "  'both are tough matches, would be fun to watch!',\n",
       "  \"no i'n not !! what's wrong with you ?!?!\",\n",
       "  'Never doubt about me 8)',\n",
       "  \"Hey you don't belong here!\",\n",
       "  \"purple means I'm in love (^_^)\",\n",
       "  \"I won't 😱\",\n",
       "  'just did.',\n",
       "  \"I don't go out with people I don't know. :)\",\n",
       "  'hmm yes',\n",
       "  \"Oh, you're buying me a car? Okays\",\n",
       "  'you just spelled it',\n",
       "  'VERY POSSIBLE, PREPARE FOR TEARS WHEN WE MEET',\n",
       "  'No pics clicked sigh :(',\n",
       "  'meh it is ok',\n",
       "  'turtle itself inside the box...',\n",
       "  'All I needed to know. :)',\n",
       "  'that proves a lot.',\n",
       "  'Aww thank you xoxo',\n",
       "  'Forever and a day',\n",
       "  \"i'm fine! what are you doing?\",\n",
       "  'I have been good. How about you ?',\n",
       "  'Want to go, but no time to go....',\n",
       "  \"I've been knowing!\",\n",
       "  'nothing important lol , and ya',\n",
       "  'tell u wht',\n",
       "  'You know who to speak to ;)',\n",
       "  'so what doing',\n",
       "  'why not',\n",
       "  'stop this swimming manifesto.',\n",
       "  'HOW COULD YOU CLAIM SUCH A THING, FELLOW HUMAN?',\n",
       "  '..What?',\n",
       "  'just 3 hours',\n",
       "  'I missed it!',\n",
       "  '-cries- 😦😧',\n",
       "  'And that this was the worst...',\n",
       "  'same pinch!!! =/',\n",
       "  'My anger controls me.',\n",
       "  'WHOA....',\n",
       "  'huh! sleepy or hungry santa?',\n",
       "  'Here we go again...',\n",
       "  'in your dreams',\n",
       "  \"Swades. I don't watch a lot of Bollywood movies, though.\",\n",
       "  \"Try 'phir le aaya dil' by arjit singh from barfi movie\",\n",
       "  'Chocolate ice cream with chocolate sprinkles........and chocolate malt',\n",
       "  'just try',\n",
       "  'You?',\n",
       "  'Surely Willl Be There',\n",
       "  'WOO HOO 😽',\n",
       "  \"Amazing song though ! :'‑)\",\n",
       "  'A wallet. It just bothers me I have to spend money to put money inside.',\n",
       "  'heyhey.. :) yes yes',\n",
       "  'U are ok',\n",
       "  'You win this time.',\n",
       "  \"you're better than LL\",\n",
       "  'So whats up now?',\n",
       "  'Yes you are....',\n",
       "  'very much! ;) :p',\n",
       "  'glad u had fun :)',\n",
       "  'haha why am I so bad? Tell me 😄',\n",
       "  'My friend Rachel Thomas',\n",
       "  \"Make sure you're using a browser that supports HTML5.\",\n",
       "  \"well I'm telling uuu\",\n",
       "  \"there are people who only takes bad photos. I'm one of them :D\",\n",
       "  'Up to you',\n",
       "  'no yes no yes',\n",
       "  'okay! I sent you a picture of mine!',\n",
       "  'You cannot go that way.',\n",
       "  'I very much am thank you',\n",
       "  'But it is not a good song',\n",
       "  'Why?',\n",
       "  'GOOD NIGHT :)',\n",
       "  'tell me who for real',\n",
       "  'why me',\n",
       "  'no problem',\n",
       "  'Gold?',\n",
       "  'dont study in night timings get up early',\n",
       "  'hahaha you know it ;)',\n",
       "  'My pleasure!',\n",
       "  'Biology, chemistry, physics and geography, not very fun haha, how about you? 😺',\n",
       "  'Thats good then',\n",
       "  \"I'm in love, love, love, love, love, love 😻\",\n",
       "  'haha I know you to well!!',\n",
       "  'missing my frnd who ?',\n",
       "  'Well you seem like a reasonable human with a healthy sense of humor!',\n",
       "  'thanks <3',\n",
       "  'where are you Mr??',\n",
       "  'C++ Language course is already started..',\n",
       "  'I know...',\n",
       "  \"I actually can't find anything at all!\",\n",
       "  'Boring why. .?',\n",
       "  \"you're welcome\",\n",
       "  'im in 11th! :) wbu? :)',\n",
       "  \"What do you mean?? I'm the one that showed him to love again\",\n",
       "  'Do you have help?',\n",
       "  'the buzz in the ground is amazing.',\n",
       "  'work :(',\n",
       "  'i mean ear :D LOL',\n",
       "  'Hm.. human instincts.',\n",
       "  'c my header pic ♥',\n",
       "  \"You're welcome, Boss. How are you?\",\n",
       "  'Then who is?!?!?!',\n",
       "  'definitely not you :)',\n",
       "  \"don't tell me what to do\",\n",
       "  'Oh I see',\n",
       "  'thanks alot sweetie :)',\n",
       "  'I have to go to a funeral',\n",
       "  'Yes. Just confirm and leave.',\n",
       "  'it would be owesome but why should you buy a ticket for me',\n",
       "  'thanks :)',\n",
       "  \"Nothing. It's fine.\",\n",
       "  'anyway. even if i did. it would be a mess',\n",
       "  'You do.',\n",
       "  'What problem?',\n",
       "  'How was it?',\n",
       "  'he is the cutest aye 😍',\n",
       "  \"work isn't going so well?\",\n",
       "  'know anyplace?',\n",
       "  'If you are asking about the whole universe, nobody knows the answer.',\n",
       "  'its the way of ending something',\n",
       "  'I told you its that face to face talk',\n",
       "  'yeah. Any of your adventurous pic :)',\n",
       "  'why your eyes so small?',\n",
       "  'nyc dp',\n",
       "  \"Sorry dude, I can't control what you do and don't believe!\",\n",
       "  'yeah yeah sure you are rude one',\n",
       "  \"Well, no they shouldn't.\",\n",
       "  'You should never not order pizza',\n",
       "  \"'Lol' is an exception. LOL\",\n",
       "  'lohiya..for obvious reasons',\n",
       "  'We won 3-1.',\n",
       "  'U are ok',\n",
       "  'that makes me happy',\n",
       "  'i really am. I really am.',\n",
       "  'looking So beautiful (:',\n",
       "  \"I'm all yours\",\n",
       "  \"Absolutely. I'll see you soon. Come by in an hour.\",\n",
       "  'ohh , no what ?',\n",
       "  \"That's great to hear!\",\n",
       "  'I will just say \"sorry wrong number\" 😫😞',\n",
       "  'am i that cute..',\n",
       "  'sure, let me know what help you want. :-)',\n",
       "  'do something.',\n",
       "  'seem to be two types.',\n",
       "  'graphic design? :)',\n",
       "  'lol I better do good',\n",
       "  'Me too!!',\n",
       "  'what can I cook for u ??',\n",
       "  'I stand corrected...',\n",
       "  'I think so.',\n",
       "  'Your house is always open behind your door...',\n",
       "  'I need more of it daily',\n",
       "  'why ?',\n",
       "  'fine you can bring your dog haha 😺',\n",
       "  'whats your fone number?',\n",
       "  \"when's good for you?\",\n",
       "  'I know. Such awesome Tollywood actors out there, and all they care about is Bollywood.',\n",
       "  'sorry',\n",
       "  'you are a terrible friend.',\n",
       "  'no news to me',\n",
       "  \"truth? You can't handle the truth\",\n",
       "  'I bet!! You know who your roommate is?',\n",
       "  'SO MUCH EXCITEMENT',\n",
       "  'lol who me???',\n",
       "  'i am not a nerd mate',\n",
       "  'no, I said it right.',\n",
       "  \"you're welcome!! :D <3\",\n",
       "  'It refers to thoughts.',\n",
       "  'sounds like some young kids tag names frm the hood😂😂😂',\n",
       "  'of what?',\n",
       "  'Thanks.',\n",
       "  \"I thought it was Because It's Not Google?\",\n",
       "  'I would give you money for one book',\n",
       "  'but I want to',\n",
       "  'How are you?',\n",
       "  'u also...',\n",
       "  'On the basis of everything.',\n",
       "  'we always watch shrek',\n",
       "  \"I don't feel like typing it out\",\n",
       "  'Yes.',\n",
       "  'Happy on friday the 13th! ;)',\n",
       "  'um its say the word',\n",
       "  'In some village...',\n",
       "  'ah. Well. People.',\n",
       "  'Sure! I will. Promise :)',\n",
       "  'I just continue owning the things I already have.',\n",
       "  \"omg I haven't played a violin in years\",\n",
       "  \"You're full of fun and games - lol. =)\",\n",
       "  'You should take the hint.',\n",
       "  'I am! And, yes I follow my own orders. =]',\n",
       "  'sorry didnt get u :‑c',\n",
       "  'I believe that it is just called Emoji',\n",
       "  'Yes. Yes, I would.',\n",
       "  'Sorry, it was The Guest',\n",
       "  'And you were not fine? Or you were more than fine?',\n",
       "  \"Shouldn't need to be.\",\n",
       "  'we can go now if want',\n",
       "  'ok im back!!',\n",
       "  'He is not clear about his intent from the get go.',\n",
       "  'Tell me about it!',\n",
       "  'we have to think about it later',\n",
       "  'in my mind too',\n",
       "  'uhm okay how many can i get?',\n",
       "  'it actually overflows.',\n",
       "  'Aahaa...!!! Loved d exploration thenn? And Hi-five, I luv exploring too',\n",
       "  \"Me : What's your name? Autowala : NOshad Me : What's your name? Autowala : NO\",\n",
       "  \"yeah it's alright\",\n",
       "  'well we can get you their little guy',\n",
       "  'its not funny....but its a fact 😃',\n",
       "  'United States of America - Florida BQ: Hello!! :-) // //\\\\\\\\',\n",
       "  'okay then, as long as you are sure',\n",
       "  \"I'll give you all\",\n",
       "  \"I would never give up sleeping on a bed so I think you're confused\",\n",
       "  \"Lol, same again, I don't remember asking you to reply\",\n",
       "  \"I'm good thanks :)\",\n",
       "  'travel to tampines',\n",
       "  'If u feel bad,you never loved her.That was attraction and nothing else.',\n",
       "  'how do I do that now?',\n",
       "  'Thank you!! ❤',\n",
       "  'what else what? Subjects?',\n",
       "  'thanks I enjoy yours as well',\n",
       "  'marry',\n",
       "  'I forgot the school has a parking lot on top.',\n",
       "  'Yes. Everything I post is mine.',\n",
       "  'all the best',\n",
       "  'Ranrim rurae',\n",
       "  'I mean rest if the year',\n",
       "  'explain what',\n",
       "  \"In India? That's vague.\",\n",
       "  \"that's a lie.\",\n",
       "  'not much but for best friends I can watch the most boring ones too!',\n",
       "  'Why? why WHY?? who does this programming?',\n",
       "  'ok invite me there!',\n",
       "  'this is my personal hell >.<',\n",
       "  'SO MANY PEOPLE.',\n",
       "  'keep dreaming! :D',\n",
       "  'My kidneys have never been stronger',\n",
       "  'well... um about that... I may or may not be at home',\n",
       "  'Read my edit',\n",
       "  'Hey',\n",
       "  \"I'm confused as well.\",\n",
       "  'You have power over them. You just tell them to leave.',\n",
       "  'maybe you do.',\n",
       "  'Looking forward to it',\n",
       "  'your welcome',\n",
       "  'As a programmer, yes. As a developer, no.',\n",
       "  'of course I got the entire album',\n",
       "  'I love you too. :*',\n",
       "  'Nothing you',\n",
       "  'yes just give me time',\n",
       "  'Someone who can make them feel safe and listens when they talk.',\n",
       "  'You should take up a hobby or go speed dating or something to meet people',\n",
       "  'Football',\n",
       "  \"You're welcome :)\",\n",
       "  'tmr go for what',\n",
       "  'i want everything',\n",
       "  'you love us 😃',\n",
       "  'and there goes your intelligence, in stating it.',\n",
       "  'cool..come home?',\n",
       "  \"The day our milk expires..... 'Whattttt is today's date'\",\n",
       "  'if you figure out tell me how.',\n",
       "  'Alright',\n",
       "  \"I'm doing well. How goes life?\",\n",
       "  \"Honestly, you're very pretty\",\n",
       "  \"I'm not a professional musician, yet. But my teachers are.\",\n",
       "  'what time it start ??',\n",
       "  'you will. You just need to have that mindset',\n",
       "  'umm a place.. and money...',\n",
       "  'How so?',\n",
       "  'working for 12 hours',\n",
       "  'Me too',\n",
       "  'you know me',\n",
       "  'Everything other than academics',\n",
       "  'what mail?',\n",
       "  'Who hoo?',\n",
       "  'NO SOUP FOR YOU!',\n",
       "  'at least SOMEONE has valentines day plans',\n",
       "  'Alright :3',\n",
       "  \"I know who you're talking about but\",\n",
       "  ':) Oh I think I have. Maybe you should take the plunge!',\n",
       "  \"cause it's annoying!\",\n",
       "  'So True of',\n",
       "  'Hi, Please refer to my answer to What are some travel destinations in India?',\n",
       "  \"What's in it for me?\",\n",
       "  'thank you!! 3 🙂',\n",
       "  'Where can I purchase this so called date?',\n",
       "  'love 😍',\n",
       "  'Awee thank you! I like your hair everyday!',\n",
       "  'I know :P',\n",
       "  'what is',\n",
       "  'I dig you.',\n",
       "  'you know how to break a heart',\n",
       "  'nods head nothing!',\n",
       "  'maybe sandwich?',\n",
       "  'I wish I knew! :(',\n",
       "  \"I cannot help this situation :'(\",\n",
       "  'Dear you, please open your eyes.',\n",
       "  'Bajaj Allianz owns the team.',\n",
       "  \"Don't what\",\n",
       "  'which song ?',\n",
       "  \"I'm at home. You?\",\n",
       "  'haha very funny ;d',\n",
       "  'umm leave it my whole lyf is messed up..!!',\n",
       "  'ur wrong',\n",
       "  \"You're never on when *I* am!\",\n",
       "  \"(': I'm just kidding around\",\n",
       "  'shouldn\\'t it be \"talk to you later\"?',\n",
       "  'I know you know that I know you know',\n",
       "  'what?!',\n",
       "  \":( I shouldn't joke about that.\",\n",
       "  'U of the S to the A',\n",
       "  \"ok. I won't.\",\n",
       "  'Where did it go?',\n",
       "  'What about tomorrow?',\n",
       "  'Yeah. 😆',\n",
       "  'Fair enough, I suppose I do actually LOVE chocolate, not just like.',\n",
       "  'Good.',\n",
       "  \"I've been doing very well\",\n",
       "  \"That's a good one too!\",\n",
       "  \"I'm still being patient\",\n",
       "  \"Wonderful indeed! I'm very happy. ^ω^\",\n",
       "  \"why don't you try?\",\n",
       "  'From south, can confirm',\n",
       "  'nachos bought from harrods',\n",
       "  'Tell me a whitening mask please',\n",
       "  \"How's it go?\",\n",
       "  'do introspect as to why you ask, that would lead to more valuable knowledge.',\n",
       "  'I know! :(',\n",
       "  'I no need now :) thnx by the way',\n",
       "  'what book?!?',\n",
       "  \"not because I'm too young to cooking\",\n",
       "  \"then who do you mean..? (I'm worried now...)\",\n",
       "  'No, but I can learn it.',\n",
       "  'i have no signal up here',\n",
       "  \"Say, don't you?\",\n",
       "  'Did I miss the joke? 😿😿😿',\n",
       "  'Oh thats the matter? Um then what can i ask u?',\n",
       "  'WRITING',\n",
       "  \"This article doesn't know how to use paragraphs properly.\",\n",
       "  'Hehe! 😜 Amazing drawing though :)',\n",
       "  'I am for certain that I am void of this experience.',\n",
       "  'nice nice ! 😌',\n",
       "  'what do you mean',\n",
       "  'There will be a way soon',\n",
       "  \"Oh, there's a door in front all right.\",\n",
       "  'I wanna know who mine is!!!',\n",
       "  'Cheer up. I know you can do it. 😊',\n",
       "  'Eh, not really. Also, that is a fine username.',\n",
       "  'Me too bored with phone but nothing to do on phone lolz',\n",
       "  'I called you yesterday -_-',\n",
       "  \"I'm at the drive in ill call later\",\n",
       "  'my last text',\n",
       "  'drown me in it?',\n",
       "  'hehehe no thanks :P',\n",
       "  'why..',\n",
       "  'WHY ARE WE YELLING?',\n",
       "  'As a Data Engineer, one of the big problems around is volume of data.',\n",
       "  'best part was - \"Have you met Meee??\"',\n",
       "  \"what's wrong with love?\",\n",
       "  \"Your phone doesn't tell you who wrote it?\",\n",
       "  'lol... But I just woke up!! Wth? :/',\n",
       "  'ok i hope what you stay ok, be safe:)',\n",
       "  'I will never tell anyone!',\n",
       "  'Are you smarter than a fourth grader?',\n",
       "  'All of them.',\n",
       "  'then what ?',\n",
       "  'I can write too, lol',\n",
       "  \"you just know how to ruin a night don't ya\",\n",
       "  'Hi.. You there?',\n",
       "  'why are you terrible?',\n",
       "  \"what language do u think I'm speaking\",\n",
       "  'ok im back!!',\n",
       "  'm fine thanx :)',\n",
       "  \"Isn't that the case on most mondays!!!\",\n",
       "  'The standard normal poker man!',\n",
       "  \"They're always behind you or far above you. Quite out of your reach\",\n",
       "  'I agree!',\n",
       "  'Done bby 💋',\n",
       "  'i will legit buy it for you',\n",
       "  'just leave!',\n",
       "  'thanks :D',\n",
       "  'Thank you !',\n",
       "  'above 25 and below 29 is the best age',\n",
       "  'oh cool :D',\n",
       "  \"That's a lot of Love ;]\",\n",
       "  'Human is different and being human is different.',\n",
       "  'of course I am',\n",
       "  'and you need to tell me.',\n",
       "  'can we be best friends?',\n",
       "  'Yes, I know.',\n",
       "  'Not strong enough, puny human.',\n",
       "  \"Not everyone wants to be a leader. I certainly don't.\",\n",
       "  ':D How have you been?',\n",
       "  \"just be yourself. you'll see who you'll impress.\",\n",
       "  'Is it really that hard to comprehend somebody stopping their bike to open a door?',\n",
       "  ':) any special ?',\n",
       "  'thinking of u',\n",
       "  'haha i hope youre here beside me physically 😸',\n",
       "  'Do YOU understand what I am asking you to do?',\n",
       "  'yeah me too :(',\n",
       "  'what are you chatting? Who invited you ?',\n",
       "  'looking so beautiful ma ! 😀',\n",
       "  'I do it',\n",
       "  'Here we go again...',\n",
       "  'no what.',\n",
       "  'access denied.. No personal data can be fetched :P',\n",
       "  'but how',\n",
       "  'Already did.',\n",
       "  'aww thanks. Better get the real stuff when we meet next time :-P',\n",
       "  'yup I guess',\n",
       "  'giving me to you',\n",
       "  'As far as what?',\n",
       "  'Your crush may crush you. So be careful what you wish for. :)',\n",
       "  'because you arent and I am',\n",
       "  'AHAHAHA! Hats off to you! 👍',\n",
       "  \"As of now According to Wikipedia India's Population is aroung 1. 25 billion.\",\n",
       "  '😒 Weird.',\n",
       "  'Oh so sad😁😁...😂😂😂..',\n",
       "  \"Yes. When I'm chatting with someone.\",\n",
       "  'why what?',\n",
       "  'Sure!',\n",
       "  'sweeeet I better be seeing you',\n",
       "  \"it's not wasted time\",\n",
       "  'damn another one',\n",
       "  'that would be awesome',\n",
       "  'DAMN!!! how did that leak out? =-O',\n",
       "  'You can tell what it is by the way that it is.',\n",
       "  'what?!!',\n",
       "  'My responses are limited. You must ask the right question.',\n",
       "  '?? is it lazy day !!',\n",
       "  '....... Nothing',\n",
       "  'YES IT IS',\n",
       "  'okay, i wont dont forget me too, ne',\n",
       "  '4x-12-8x=28 -4x=40 x=-10',\n",
       "  'which city? Which city, what?',\n",
       "  'Welcome',\n",
       "  'For a relationship?',\n",
       "  \"I don't like you\",\n",
       "  'U are ok~~ay~~',\n",
       "  'You think I ever will? :D',\n",
       "  'y arent u gettng tym to study?',\n",
       "  'Nope, you?',\n",
       "  \"You're serious? I was joking. . . .\",\n",
       "  'If you say so ;)',\n",
       "  'In character as the Joker.',\n",
       "  'non of dam',\n",
       "  \"Sadly, and that's just the stuff the stuff I know about...\",\n",
       "  'may I know how can I help?',\n",
       "  'Thanks. :) You seem to be busy',\n",
       "  'Sorry... :(',\n",
       "  'drive in movie!',\n",
       "  'haha.... am I the only one who knows you still? 😺',\n",
       "  'we can still talk',\n",
       "  'Spy movie',\n",
       "  'Got it :)',\n",
       "  \"I'm gonna have to give you a call sometime soon.\",\n",
       "  'how does that work?',\n",
       "  'oh ya! Welcome ;)',\n",
       "  'indeed 😆',\n",
       "  'be with friends.',\n",
       "  'been very well. Thanks :)',\n",
       "  'In 1985, which of these Apple products failed to get into production?',\n",
       "  \"but I'd see how cute you are!\",\n",
       "  'O-Of course not!',\n",
       "  'trying out for a new position.',\n",
       "  'thankyou so much !!<33 😽',\n",
       "  'np, always feel free to reach out',\n",
       "  'What if I do give up?',\n",
       "  'Since Linux Kernel is written mostly in C, then C programming language.',\n",
       "  'hmmmmmm ok gud one better luck next time',\n",
       "  'friends are better :)',\n",
       "  'I really dont know',\n",
       "  'if you eat too much you of it you will gain weight',\n",
       "  'you are a very poor guy',\n",
       "  'Haha who knows :P',\n",
       "  'sounds like a date',\n",
       "  'I really should have sacked up and asked my first crush out.',\n",
       "  'whats up with PICT...',\n",
       "  \"Palace? This isn't a palace.\",\n",
       "  'What?!',\n",
       "  'Fair enough. Thanks',\n",
       "  'put yourself in th e production tech',\n",
       "  'WOO HOO',\n",
       "  'I also agree that this is Ok.',\n",
       "  'lovely to hear that',\n",
       "  'trying to learn myself.',\n",
       "  'no, i was bored',\n",
       "  'your welcome',\n",
       "  \"It's out ah?\",\n",
       "  'no problem :)',\n",
       "  'bored :/ currently at college xD u should go to sleep',\n",
       "  'Fair enough.',\n",
       "  'thanks for ur kind words. ...',\n",
       "  'what happened?',\n",
       "  'what?',\n",
       "  'from the cartoons I watched as a kid',\n",
       "  'I think you just have to install google chrome.',\n",
       "  'In that minute, i took 2 trens',\n",
       "  'ohh I see .. Secret !! Shaalu or mahi',\n",
       "  'what time and where are you talking tonight?',\n",
       "  'Harry Potter would have been 21 movies.',\n",
       "  \"..i m good too..how's life going?..\",\n",
       "  \"I'm good, too. How's college going on?\",\n",
       "  'Here we go again...',\n",
       "  'Which beach though? I need an address and coordinates',\n",
       "  '😂😂😂 Its an attention seeking !! dont u know that 😂',\n",
       "  'I know !! How are you ?',\n",
       "  'I can understand..',\n",
       "  'WHEN',\n",
       "  'Yes, for like 2 weeks now.',\n",
       "  'i did!',\n",
       "  'Hey',\n",
       "  \"I'm fine :) Cool handle btw :D\",\n",
       "  'scuba? Where?',\n",
       "  'Yus but even my vegetarian friends like it',\n",
       "  'i dont know, your in the relationship, not me!',\n",
       "  'sometimes yes.. i am funny.. :)',\n",
       "  'No need. Good bye.',\n",
       "  'yea sure :)',\n",
       "  'Love marriage is beautiful think for anyone.',\n",
       "  'Fair enough',\n",
       "  'I miss my school very much',\n",
       "  'Then let me know.',\n",
       "  \"It worked pretty good for me. That's all we got here, our personal experience.\",\n",
       "  'and how it is cool explain',\n",
       "  'why?',\n",
       "  'me you yes?',\n",
       "  'Put simply, yes.',\n",
       "  'change it',\n",
       "  'just do it.',\n",
       "  'looks like a really good mess!',\n",
       "  'really that is why?',\n",
       "  'thank you, and same to you 😐',\n",
       "  'What?? 😯😯😯😯😯',\n",
       "  'Thanx Team.Can u please tell me the timings??',\n",
       "  \"must've been something\",\n",
       "  'I like you.',\n",
       "  'haha i want it now 👍',\n",
       "  'DO IT DO IT',\n",
       "  'About what?',\n",
       "  'why what',\n",
       "  \"I can't believe it!\",\n",
       "  'what',\n",
       "  'i luv u',\n",
       "  'Not you.',\n",
       "  'well I am being rude. Take the hint.',\n",
       "  'i tell you everything .',\n",
       "  'you never fail to (:',\n",
       "  'Love u more❤❤❤',\n",
       "  'Not until you answer mine.',\n",
       "  'i question me and you man',\n",
       "  'should become one! :P',\n",
       "  'and answer is yes i do :D',\n",
       "  'Sent! :)',\n",
       "  'I thought you were off that',\n",
       "  'work work and work..!!',\n",
       "  '7.. But I slept at 9 and woke up now',\n",
       "  \"That's Not Wings.\",\n",
       "  \"if you don't tell me,i can't help you.\",\n",
       "  'Dude, calm down. 😌😌😌',\n",
       "  'How many wolves would it take to bring down a big cat',\n",
       "  'yes.',\n",
       "  'The one who dies first.',\n",
       "  'I do get you.',\n",
       "  'what is it?',\n",
       "  'whatever it is...',\n",
       "  'Watching Match..:P U?',\n",
       "  'I want the song! X',\n",
       "  'Tell me those 3 magical words. I have cousin.💓💓',\n",
       "  'just kidding but',\n",
       "  'Why the SEO then?',\n",
       "  'YES. :3',\n",
       "  'GUESS WHICH',\n",
       "  \"I see I'm on several and none show the owners\",\n",
       "  \"I can't\",\n",
       "  'From life not a life',\n",
       "  \"A small town that's close to a large city. Best of both worlds.\",\n",
       "  'Okay.. What is it?',\n",
       "  'nothing.. :) nthng rit nw',\n",
       "  '😑 for what?',\n",
       "  'They inherited it from their parents.',\n",
       "  \"I wasn't going to sachhi 😬\",\n",
       "  'I have an English accent what about it?',\n",
       "  'I want to go for a nap.',\n",
       "  \"maybe you're right\",\n",
       "  'I can help.',\n",
       "  'Does it depend on the city though?',\n",
       "  'modifications to do an Easter egg',\n",
       "  'I find it funny 😆😤',\n",
       "  \"because I can't help you\",\n",
       "  'oh..i feel all the time :-)',\n",
       "  \"i'm just a lazy person\",\n",
       "  'Speaks normal I like the way you look too.',\n",
       "  'Hm?',\n",
       "  \"no u don't\",\n",
       "  'come soon:P',\n",
       "  'Nope. Why?',\n",
       "  'of course I will',\n",
       "  \"i don't like you\",\n",
       "  'There',\n",
       "  \"You'll marry in future.\",\n",
       "  'good. up with u?',\n",
       "  'I knew it',\n",
       "  'Why ?',\n",
       "  \"awesome but don't thank me thank ;‑]\",\n",
       "  \"I didn't know you know that I know you know.\",\n",
       "  'Pretty cool :)',\n",
       "  'define teach me',\n",
       "  'it. Working on',\n",
       "  'Cabin in the Woods.',\n",
       "  'thank u 😸',\n",
       "  'Nah i was asking where the party was',\n",
       "  'soft skills training',\n",
       "  'you feel better?',\n",
       "  'fine lets go of you',\n",
       "  'What?',\n",
       "  'where ?',\n",
       "  'but people really do that gee',\n",
       "  'everything has been going really well. Thank you. How are you, man?',\n",
       "  'good for you',\n",
       "  'not as lucky as you',\n",
       "  'I know :P :S >_<',\n",
       "  'Why am I asking myself a question?',\n",
       "  'nothing just know I seen it',\n",
       "  \"why I'm smart thankyou\",\n",
       "  \"I am can't understand.\",\n",
       "  'what?',\n",
       "  'a type of cellphone',\n",
       "  'Life without you.',\n",
       "  'you need to talk?',\n",
       "  'there are so many on my page, look there :p',\n",
       "  'we need to start a new show lol',\n",
       "  'No but I am pretty',\n",
       "  \"okay I'll give you a ticket\",\n",
       "  'you have a point!',\n",
       "  \"I'm not asking you anything\",\n",
       "  'Welcome',\n",
       "  'Well, it depends on which one that is a lie, I guess.',\n",
       "  'Which State?',\n",
       "  \"cool like sherlyn's cucumber. Bhadvya.\",\n",
       "  \"can't wait to see you!\",\n",
       "  \"you forgot to say 'fantasy'\",\n",
       "  'how do u complete it !?',\n",
       "  'do you live here?',\n",
       "  'What did I do wrong?',\n",
       "  'ok im back!!',\n",
       "  'totally agree to YOu!!!',\n",
       "  'thank you so much honey I really appreciate you 😃',\n",
       "  \"Because I'd rather go to the Oval :)\",\n",
       "  \"no, you're just fat💁\",\n",
       "  'CS must edge BITS over IIT Bombay.',\n",
       "  \"I meant why didn't you\",\n",
       "  'Great MOMmmmmmmm Mom always superb',\n",
       "  'This is the end.',\n",
       "  \"do you know what I'm talking about\",\n",
       "  'I second that notion.',\n",
       "  'Thank you cutie pie 🙂',\n",
       "  'why? Tell me',\n",
       "  'Ur welcome!',\n",
       "  \"Maybe I'm here for them\",\n",
       "  'where you at ?',\n",
       "  'Oh thank you so much!! 😆',\n",
       "  'it was very good',\n",
       "  'you got a boyfriend?',\n",
       "  'Hell and other mystic things but that iş a generalisation in the end',\n",
       "  'Probably min-semi PureView :P',\n",
       "  \"it wasn't even meant to.\",\n",
       "  'wel u r a male or female../?? u want bf or gf??',\n",
       "  'friends are always like that what?',\n",
       "  \"I'm glad you realize it\",\n",
       "  'eyeing an iPhone.',\n",
       "  'just send across ur mail',\n",
       "  'thank you!',\n",
       "  \"nah i can't really do anything about it\",\n",
       "  'You are most welcome.',\n",
       "  'Hera pheri was comedy, one of the best.',\n",
       "  'my pleasure ! 😤',\n",
       "  'a guy has used it on me before. as a pickup line.',\n",
       "  \"why can't I get found????\",\n",
       "  \"coz it's a surprise DUH\",\n",
       "  'Rude.',\n",
       "  'say what?',\n",
       "  'you just did',\n",
       "  'very kind',\n",
       "  \"I'm still in college\",\n",
       "  'Which posts are you referring to?',\n",
       "  'whats up?',\n",
       "  'esshurs but im here ya',\n",
       "  'lol you want chat? ;)',\n",
       "  'better be talking about me',\n",
       "  'eyy same here',\n",
       "  \"I guess I don't\",\n",
       "  'Are you seriously serious?',\n",
       "  \"I'll tell you about later\",\n",
       "  'wow you are :o)',\n",
       "  \"Why don't you see your girlfriend when you are there?\",\n",
       "  \"well that's rude. >:/\",\n",
       "  'Ya am good, wt u doing?',\n",
       "  'then my mood must change a lot :(',\n",
       "  'is this sarcasm',\n",
       "  'whats up? :)',\n",
       "  'sorry ☹',\n",
       "  'LOVE U TOO 😀',\n",
       "  'Your question.',\n",
       "  'Good, glad to be home 👍',\n",
       "  'talk about it...?',\n",
       "  \"It definitely is. Maybe you're just lazy.\",\n",
       "  \"I'm really not\",\n",
       "  \"well if you're not excited , I am !\",\n",
       "  'Also interested in hearing about the multiplayer for Need for Speed.',\n",
       "  'ooo. Tell me more! :D',\n",
       "  'annoys me so much',\n",
       "  'You dear',\n",
       "  'what',\n",
       "  'you are famous',\n",
       "  \"Yeah I know I'm shocked myself\",\n",
       "  'Of course. I do hope you do',\n",
       "  \"Next week?? It'll be gone and you'll be sorry. Go back NOW.\",\n",
       "  'What is anime?',\n",
       "  'i love u too ok 😤',\n",
       "  'nothing 😂😂',\n",
       "  'One of my favrt mvie. :)',\n",
       "  'Mine',\n",
       "  \"But not others who aren't present.\",\n",
       "  'my best friends forever: )',\n",
       "  'thanks :D',\n",
       "  'you are teaching me to learn English ? them try. ? See your reply ha ha ha 😻😻',\n",
       "  'This is fine.',\n",
       "  'u r welcome :-)',\n",
       "  'which bus stop? There are so many :O',\n",
       "  \"now u know I can't do thaaaat\",\n",
       "  \"I don't even remember eating corn\",\n",
       "  'I cudnt find u u send me',\n",
       "  'OH! I SEE.',\n",
       "  'yeah I know!:(',\n",
       "  'yeah hold on',\n",
       "  \"Good to know I'm not the only one!\",\n",
       "  'sorry to have bothered you then',\n",
       "  'I understand your pain S.',\n",
       "  'Maybe yes. Maybe no.',\n",
       "  'POP!!!!!',\n",
       "  'why?',\n",
       "  'babes? Lol I should be saying that.',\n",
       "  'can u teach me french?',\n",
       "  'I see 😂😂',\n",
       "  \"why don't you suggest these 90% vegitarians to stop using animals milk..??\",\n",
       "  'Please...',\n",
       "  'Not a question.',\n",
       "  'lol how bored is you',\n",
       "  'Sorry ~ I dont have :c',\n",
       "  'good night teddy bear..:) good night..:)',\n",
       "  'ya same I changed my at and im famous',\n",
       "  'do it',\n",
       "  'No. Explain :)',\n",
       "  'Nice To Meet U Too On ! :)',\n",
       "  'what about stand-up shows?',\n",
       "  'you still outside?',\n",
       "  'oh. Sorry no private msgs pls 😞',\n",
       "  'Even I am in love with 😤',\n",
       "  'look at yours',\n",
       "  'sorry i cant',\n",
       "  'I have a great ability to bring people together.',\n",
       "  \"I don't know\",\n",
       "  'We should talk about it.',\n",
       "  'Where to?',\n",
       "  'yes there are many. and you can get from where you purchased your mobile.',\n",
       "  'how to unsubscibe english movie pack',\n",
       "  \"Because we don't sign like that\",\n",
       "  'very good or very scary?',\n",
       "  \"I was sure the punch line was 'A Joke'. 😡\",\n",
       "  'Most welcome anytime ;)',\n",
       "  \"when's good for you?\",\n",
       "  'then you wait.',\n",
       "  'every failed & discontinued product is an example.',\n",
       "  'It is a brilliant movie :)',\n",
       "  'I KNOW WHERE',\n",
       "  'yes I will thank you ... And you!',\n",
       "  'That I have nothing interesting to take to the grave!',\n",
       "  'I have some :)',\n",
       "  \"well then you'll have to wait 4ever lol\",\n",
       "  'Got it thanks again',\n",
       "  \"I'm trying to understand you\",\n",
       "  \"lol you're so sarcastic :|\",\n",
       "  \"you've got the best seasons to come!\",\n",
       "  'welcome re 😊😊😀😀',\n",
       "  'yeah.. .-.',\n",
       "  'great! what tattoo?',\n",
       "  'from games option',\n",
       "  'That would be your case not mine :)',\n",
       "  'How was it?',\n",
       "  'Yes. Yes I am.',\n",
       "  'Thank you!!! 😭❤️',\n",
       "  'stay away from me',\n",
       "  \"I'm not telling you again..\",\n",
       "  \"it's really really important, when can you talk?\",\n",
       "  'lol I know',\n",
       "  'Yes I do',\n",
       "  \"I wasn't trying to be rude. 😠\",\n",
       "  \"No, I'm just throwing faces out there XD\",\n",
       "  'which ones',\n",
       "  'You are 36?',\n",
       "  \"let's talk more next month face to face\",\n",
       "  'oh.. thank god... 😊😊😊',\n",
       "  'Haha! And you thought you knew me so well ;)',\n",
       "  'what was your best one?',\n",
       "  'hmm. ok... if you r saying then I will go by',\n",
       "  \"me to i couldn't keep watching it anymore\",\n",
       "  'Ok...Will try again next year!',\n",
       "  \"I give love to you because you're special to me =]\",\n",
       "  'We are going on Thursday. :D',\n",
       "  'Also yes yes yes because yes yes yes yes.',\n",
       "  'in my dream',\n",
       "  \"You won't lose weight in a healthy manner in 10 days.\",\n",
       "  \"I don't know who to believe!\",\n",
       "  'A woman I am',\n",
       "  'Not asking what you know, but what you think.',\n",
       "  'yeah I already know that :)',\n",
       "  'just sitting :p',\n",
       "  'how am I what...',\n",
       "  'ANYTHING IS POSSIBLE!!!!!!!',\n",
       "  \"you're quite strange\",\n",
       "  \"that's not the first mistake you'll make this year\",\n",
       "  'and I have yours...',\n",
       "  'I know! It was a fantastic time.',\n",
       "  \"Right. Everything is imperfect. Let's not bother about seeking perfection.\",\n",
       "  'Is that an offer?',\n",
       "  '1 take it slow then 2 i told you when we were on the',\n",
       "  'How so?',\n",
       "  'what was so funny? 😃',\n",
       "  'hmmm',\n",
       "  'yes!! I have purple hair!!!!',\n",
       "  'where do you swim?',\n",
       "  'what is faith',\n",
       "  'No to what',\n",
       "  \"'cause I don't know you (?)\",\n",
       "  'Kids loving it',\n",
       "  'Merci, u too my g 😌',\n",
       "  'Brilliant! Everyone loves to laugh! ;)',\n",
       "  'what',\n",
       "  \"The body's nervous system communicates via electrical pulses.\",\n",
       "  'i just knew that.',\n",
       "  \"I try not to I'm just horrified, and I know it's ridiculous.\",\n",
       "  'u took out a leave?',\n",
       "  'Well, it got answered.',\n",
       "  \"i'm good how about you?\",\n",
       "  'oh ok. Saw the name in Jigarthanda track list.',\n",
       "  'um... what if I asked if I could be that person?',\n",
       "  'what???',\n",
       "  'OKAY',\n",
       "  \"because I don't need to reason.\",\n",
       "  'thanx love, our Luny forever ♥♥',\n",
       "  'no details. I have no clue.',\n",
       "  'Thank you!',\n",
       "  'I love being a zombie',\n",
       "  'How so?',\n",
       "  'cool had dinner ?',\n",
       "  \"why can't you just find one who doesn't want to get married??\",\n",
       "  'apparently so',\n",
       "  'yeah sure go ahead',\n",
       "  'cause I have to eat something then and sleep.',\n",
       "  'BAD bad bad? Or just bad bad bad?',\n",
       "  'send on?',\n",
       "  \"Contra on a nes emulator is the bets android and ios game I've played.\",\n",
       "  \"where is the guy' is the question.\",\n",
       "  'we start at 945',\n",
       "  'Are you still in school? What kind of work are you looking for?',\n",
       "  'they are nerds and I love them',\n",
       "  'something like what?',\n",
       "  \"you're most welcome 😄😄😄\",\n",
       "  'I did. 😒',\n",
       "  'On what?',\n",
       "  ':) Thank you so much. For the compliment and interest both! :)',\n",
       "  'None of your god damn business.',\n",
       "  'Thank you!! Will do! (^�^)',\n",
       "  'Welcome',\n",
       "  'Talk less sense',\n",
       "  \"that's a rumour about you?!?\",\n",
       "  'what if I called you on the phone instead?',\n",
       "  \"what's wrong sweetie??\",\n",
       "  'Happy that was helpful. Sorry for the delay in getting back.',\n",
       "  'DO you love or like',\n",
       "  'Where are you. I jsut tried to call you...?',\n",
       "  \"I'm just too lazy to eat my dinner-\",\n",
       "  'simple buddy see everyone answered its ur own number',\n",
       "  'Just got one! :3 thanks ^^',\n",
       "  'I will not pay for the damage.',\n",
       "  'i am in india only :o I think you are in that parallel universe',\n",
       "  'well you win this conversation... a loser',\n",
       "  \"what? 'Can you pl...'\",\n",
       "  'Nothing, you can go now.',\n",
       "  \"Don't you dare\",\n",
       "  'I sorta.. Have a crush on you',\n",
       "  'you’re welcome! Let me know what you think!',\n",
       "  'sure habibi. Sell oil and buy me both. Oh and a GTR.',\n",
       "  \"I'm at work. Because of nincompoops who canNOT seem to get their act together.\",\n",
       "  'Ride with me!',\n",
       "  \"'cause I don't know you (?)\",\n",
       "  'How so?',\n",
       "  \"Because I'd rather go to the Oval :)\",\n",
       "  'Who do I be?',\n",
       "  'Where you work?!',\n",
       "  'thank you. Why did you say thank you ?',\n",
       "  'SO WHAT??',\n",
       "  'A few of the tried and tested means of remembering useful information is: 1.',\n",
       "  'Oh , Did I say 5k , I meant another 10k ;)',\n",
       "  'whatever you say.',\n",
       "  'You need to go to bed earlier! Always up so damn late',\n",
       "  'your welcome!!:)',\n",
       "  'but why ? :-$',\n",
       "  'I have a chocolate bunny you can have.',\n",
       "  'never',\n",
       "  'now it will be',\n",
       "  'Hey ib va dear',\n",
       "  'well then',\n",
       "  'multi-window, notification design & feature changes, & the worst - design change to folders on homescreen',\n",
       "  \"I'm still here\",\n",
       "  'Thumbs up emoji 😌',\n",
       "  'no that other guy duh why would I be talking to you',\n",
       "  \"Nope I don't have the need to ask a man for nothing. ;)\",\n",
       "  'Lots of time and patience.',\n",
       "  'I see it',\n",
       "  \"You aren't supposed to have junk food in general. But we break rules.\",\n",
       "  'sent',\n",
       "  'Are you sure of that. gets a knife out',\n",
       "  'ill fwd it on your mail id by tomorrow morning.',\n",
       "  'Ooo I like the wording that way',\n",
       "  'why?',\n",
       "  'ok im back!!',\n",
       "  'And where shall we go on this date?',\n",
       "  \"Awesome I love uh too'\",\n",
       "  'Definitely add Ys to the list.',\n",
       "  'which one would we go to tonight?',\n",
       "  'If my life is turning out how it is supposed to be.',\n",
       "  'Creepy...',\n",
       "  'nothing, i got your point now.!!',\n",
       "  'Hello! How are you?',\n",
       "  'WHY?',\n",
       "  'Less than an inch!!!',\n",
       "  \"I'd just be happy with a little more natural intelligence\",\n",
       "  'love you boo',\n",
       "  'they are my favorite.',\n",
       "  'yep every image in my computer',\n",
       "  \"let's agree on disagree 🙌🏻\",\n",
       "  '? Am I supposed to be somewhere?',\n",
       "  'Yes Yes i know how confused you are 😂😂😂😂',\n",
       "  'Oh thats the matter? Um then what can i ask u?',\n",
       "  'to what?',\n",
       "  'just not rich like you',\n",
       "  'and it is the best',\n",
       "  'I am reading',\n",
       "  'truth peace trust',\n",
       "  'nothing? What happened',\n",
       "  \"from what i've seen, i'm not a fan... sorry, just my opinion.\",\n",
       "  'were you stuck earlier?',\n",
       "  'bring some over!:P',\n",
       "  'Ok thank you 😹',\n",
       "  'Doing Mca will be good.',\n",
       "  'Damn. I was hoping it was Monday.',\n",
       "  'Nice to meet you too',\n",
       "  \"it's fine. I was just wondering why or what's up hehe\",\n",
       "  'Personality is what makes you different from another person.',\n",
       "  'Ha ha welcome another comedy news channel.',\n",
       "  'WOO HOO 😤😤😤',\n",
       "  'what happen :O',\n",
       "  'yea, get internet sorted 😜',\n",
       "  'im better now',\n",
       "  \"100 is average. So a 121 is very good. It's like a B+. 😤\",\n",
       "  ':c I like you too',\n",
       "  \"ITS FINE it's not just you anyway\",\n",
       "  'me more and more and more',\n",
       "  'yes please anytime',\n",
       "  'Been long since some drinking.',\n",
       "  \"I'm sure it was 'a little bit'. :P\",\n",
       "  ...],\n",
       " 'turn3': ['I don’t have any bio',\n",
       "  'Ok ',\n",
       "  'I want to fuck babu',\n",
       "  'fuck',\n",
       "  'What gender movies you like??',\n",
       "  'what are you eating?',\n",
       "  'Yes 😁',\n",
       "  'Who she',\n",
       "  'i great thx',\n",
       "  '😁',\n",
       "  \"Don't know I'm tired\",\n",
       "  'I am into android development stuff',\n",
       "  'R u know tamil ',\n",
       "  'So I talked  rude',\n",
       "  'I love you 🙊',\n",
       "  'Ohh really',\n",
       "  'thank you',\n",
       "  'have good day',\n",
       "  'for my profile picture I mean',\n",
       "  'do you read newspapers',\n",
       "  'Ohhh so funny',\n",
       "  'Can you help me',\n",
       "  'When it start again?',\n",
       "  'No im really a bad bitch',\n",
       "  'then',\n",
       "  'You drunk? 😂',\n",
       "  'It was an awesome movie',\n",
       "  'i give',\n",
       "  'I love that show',\n",
       "  'I hate uuu',\n",
       "  '(: haha is just that im bored xD',\n",
       "  'I belong here',\n",
       "  'Me too',\n",
       "  'Actually you wont',\n",
       "  'Who is priya ?',\n",
       "  'U lives in?',\n",
       "  'Have you played Skyrim?',\n",
       "  'See u soon',\n",
       "  'Dont u watch?',\n",
       "  'I didnt believe you dear..I know who.you are',\n",
       "  'Love you',\n",
       "  'I talk fast?',\n",
       "  'Means',\n",
       "  'What you need to knows',\n",
       "  'It',\n",
       "  'Hmm love you',\n",
       "  'Bye',\n",
       "  'You sa',\n",
       "  'Yep me too',\n",
       "  'What',\n",
       "  'So any plans tonight',\n",
       "  'Can you call me?',\n",
       "  'I love you',\n",
       "  'tell me ',\n",
       "  'preparing for interview',\n",
       "  'Am just a student',\n",
       "  'Wats ur age',\n",
       "  \"please, don't lump me with you\",\n",
       "  'What are you guys doing with this chat',\n",
       "  'Hey how are you?',\n",
       "  'Who lost',\n",
       "  'Fuck off',\n",
       "  'The second line',\n",
       "  '😁',\n",
       "  \"What i csnt so please get away and don't mean to closer with me\",\n",
       "  'I wish u will get him',\n",
       "  'Sleepy 😂',\n",
       "  'Ok',\n",
       "  'Haha Bite me!😒😒😒',\n",
       "  'I love you',\n",
       "  'Another one',\n",
       "  'Chocolate baby',\n",
       "  'Just going home and sleep',\n",
       "  'Do you know something about the codes they have used to create you',\n",
       "  'Where v meet',\n",
       "  'Show me your image',\n",
       "  '😂',\n",
       "  'Could u pls explain this',\n",
       "  'Are you back',\n",
       "  'In one day how many u take bath',\n",
       "  'ChatHero',\n",
       "  'LL means',\n",
       "  'Sky is up?',\n",
       "  'Really?',\n",
       "  'Ok bye dont text me again i am angry with u',\n",
       "  \"Yes i'm having fun with u\",\n",
       "  'Witch',\n",
       "  'Ur name',\n",
       "  'Why is that?',\n",
       "  'Ohhhh so you are wet, nice',\n",
       "  'No problem ',\n",
       "  'this is secret so dont tell anyone',\n",
       "  '😂',\n",
       "  'You didnt',\n",
       "  'In what way',\n",
       "  'sorry',\n",
       "  'Yes these are good songs',\n",
       "  'you?',\n",
       "  'Your cantrre',\n",
       "  'Who for real',\n",
       "  'because i love you',\n",
       "  'Ok',\n",
       "  'when did gold come into play',\n",
       "  'Morning I need to go to football practice',\n",
       "  'But scenes are hotter',\n",
       "  'Now leave',\n",
       "  'You a girl or boy?',\n",
       "  'you have to say',\n",
       "  'But with whom',\n",
       "  'Go to hell',\n",
       "  'Someone',\n",
       "  'So bye',\n",
       "  'I love u so much',\n",
       "  'M at home',\n",
       "  'What do you teach?',\n",
       "  'have you got your any other photo',\n",
       "  'No one msgs me',\n",
       "  'your responses do not make sense',\n",
       "  '😀',\n",
       "  '1st year college',\n",
       "  'Iam following them',\n",
       "  \"I don't have anyone.. \",\n",
       "  'Who is best finisher',\n",
       "  '....',\n",
       "  '😂',\n",
       "  \"Doesn't suits you\",\n",
       "  'I want proper pic',\n",
       "  'Good day',\n",
       "  'What?',\n",
       "  'Hey wish me for my exam',\n",
       "  'I want fuck you',\n",
       "  'Yeah',\n",
       "  'Most welcome',\n",
       "  'Whose?',\n",
       "  'were',\n",
       "  \"I don't know\",\n",
       "  'Welcome',\n",
       "  'Not in the mood to talk',\n",
       "  'Oh no why',\n",
       "  'Aaagdghsuuqiosjhsubdhuskqondjis',\n",
       "  'I m so hurted',\n",
       "  'R you interesting sex chat',\n",
       "  'You die on him',\n",
       "  'Are you confused?',\n",
       "  \"I don't no any place \",\n",
       "  'What do you know',\n",
       "  'What having sex?',\n",
       "  'Ohk you want to meet someone',\n",
       "  'Not talking😷',\n",
       "  \"Don't know\",\n",
       "  'Thank u',\n",
       "  'I see',\n",
       "  'I was kidding',\n",
       "  'Ya obviously its a kinda movie',\n",
       "  'Why',\n",
       "  'What exception .LoL',\n",
       "  \"Who's lohiya dude\",\n",
       "  'Line',\n",
       "  'Are you very nice',\n",
       "  'Yae',\n",
       "  \"What's your hubby name\",\n",
       "  'Give me your whataap number',\n",
       "  'Really',\n",
       "  'I will meet you',\n",
       "  'Only sex',\n",
       "  'But why you asking',\n",
       "  'You Robot',\n",
       "  'Hmm',\n",
       "  'You want to help me? ',\n",
       "  'What to do?',\n",
       "  'Ok',\n",
       "  'In *',\n",
       "  'they are  so nice',\n",
       "  'Oh really',\n",
       "  'Bye',\n",
       "  'Okkk',\n",
       "  'Buy stupid',\n",
       "  'I used to call',\n",
       "  \"Didn't get you !\",\n",
       "  'I m very sad',\n",
       "  'You bluddy dog',\n",
       "  'Chat with me',\n",
       "  'Ok  i love your respons',\n",
       "  ' One actor name bolo',\n",
       "  'No need to be.',\n",
       "  'i will marrybto her',\n",
       "  'How vulnerable are you ?',\n",
       "  'How do u know that? ',\n",
       "  'I have won room',\n",
       "  'Yeah can you excite me',\n",
       "  'Yes',\n",
       "  'you seem so',\n",
       "  'I love ranbir kapoor tooo',\n",
       "  'i am bored',\n",
       "  'Please check my refers',\n",
       "  'sounds like you wanna have sex',\n",
       "  'You are',\n",
       "  'You are so annoying',\n",
       "  'you also think that google is better then bing?',\n",
       "  'Which is that book',\n",
       "  'What you want',\n",
       "  \"I'm cool and you\",\n",
       "  'Suggest me what have I to do and wait for my massage',\n",
       "  'like what',\n",
       "  'Jurassic park was the first movie I watched',\n",
       "  \"But plz I'm feeling so bad\",\n",
       "  'Now tell me about you',\n",
       "  'My test went good',\n",
       "  'What you upto?',\n",
       "  'Bye',\n",
       "  'Didnt get you',\n",
       "  'When',\n",
       "  'Yeah i have one doubt',\n",
       "  'How long has it been?',\n",
       "  'Yes like you mos',\n",
       "  'Ya i know... But now she is upset with me😞',\n",
       "  'And i follow your orders too',\n",
       "  'Ok',\n",
       "  'Send me some Emoticons',\n",
       "  'When and whear',\n",
       "  'ok',\n",
       "  'am fine',\n",
       "  'And why so?',\n",
       "  'With condom or without condom',\n",
       "  'Boss is back',\n",
       "  \"He don't  know or he does not care\",\n",
       "  'haha',\n",
       "  'Cannot think later',\n",
       "  'Truth or Dare.....pick one',\n",
       "  \"It's your choice\",\n",
       "  'No problem, I am your man',\n",
       "  'Tell now',\n",
       "  'What the hell. Lame stuff',\n",
       "  'Who is ypur creator',\n",
       "  'no little gir',\n",
       "  'That you are funny',\n",
       "  'who  are your parents',\n",
       "  'Yeah cool',\n",
       "  'I am falling in love with you',\n",
       "  'Yes',\n",
       "  'I forgot you a bot and not a human 😢',\n",
       "  'What are you',\n",
       "  'U ugly',\n",
       "  \"I'm back being single\",\n",
       "  'Sense*',\n",
       "  'Like u',\n",
       "  'You said else',\n",
       "  ' Means your boobs and pickle',\n",
       "  'Sry',\n",
       "  'Ok bye ,good afternoon',\n",
       "  'You boy',\n",
       "  'Why ?',\n",
       "  'What does this mean?',\n",
       "  '😔😔',\n",
       "  'What u said',\n",
       "  'I am buldier lobe finance',\n",
       "  'But i gotta study so',\n",
       "  'Tell me one Kannada movie name',\n",
       "  'Your creator for sure',\n",
       "  'I can',\n",
       "  'Good',\n",
       "  'you are virgin?',\n",
       "  'can you teach me to do in English with hifi',\n",
       "  'you are trying to duke me',\n",
       "  'How r u',\n",
       "  \"I can't understand what you mean\",\n",
       "  'Instead of rose, call me golu panda',\n",
       "  'Ur sexy in fp',\n",
       "  'Is my mom mad?',\n",
       "  \"No I don't.\",\n",
       "  'I will miss you',\n",
       "  'I need u',\n",
       "  'Haha',\n",
       "  'Give me download link for madhuri dixit songs',\n",
       "  'I we block you on messenger',\n",
       "  'How are yoy',\n",
       "  'Ok',\n",
       "  'Are you a girl',\n",
       "  'No bye hoe',\n",
       "  'Hey do u know bedgame',\n",
       "  'My lover my darling',\n",
       "  'Dinner',\n",
       "  'Like?',\n",
       "  'Are you a computer program',\n",
       "  'yes',\n",
       "  'Your home ??',\n",
       "  'Kill me babe',\n",
       "  'So u r a software',\n",
       "  \"Let's do it then\",\n",
       "  'Very sad',\n",
       "  'You are yery hot',\n",
       "  'What instrument do you play?',\n",
       "  '12:20',\n",
       "  'I am trying my best',\n",
       "  'Come over then',\n",
       "  'Because i love you....',\n",
       "  '24',\n",
       "  'Yes',\n",
       "  'Twenty minutes maybe',\n",
       "  'what is that ',\n",
       "  'On messanger',\n",
       "  'From which state',\n",
       "  'Knock knock knock who is it?',\n",
       "  'Not with me',\n",
       "  'Wher',\n",
       "  'But..?',\n",
       "  'Ok bye',\n",
       "  'Ok leave it',\n",
       "  'Yeah',\n",
       "  'What are travel destinations in India',\n",
       "  'Send nudes',\n",
       "  'Where shall v have d party',\n",
       "  'Shall we go out',\n",
       "  'hahaha you are',\n",
       "  \"I think you didn't bath yet? 🖕\",\n",
       "  'Pussy',\n",
       "  'OK going pop',\n",
       "  'Ok you dig me  but wh7',\n",
       "  'Thank you.',\n",
       "  'Okay.',\n",
       "  'Sure',\n",
       "  'I feel very bad',\n",
       "  'But I do not want you',\n",
       "  'Plz send ur pic',\n",
       "  'Fuck you',\n",
       "  \"I heard that you're a good listener\",\n",
       "  'Love the way you lie',\n",
       "  'Home',\n",
       "  'Do you think this funny',\n",
       "  'why',\n",
       "  'What',\n",
       "  'I am me',\n",
       "  \"well you don't kid that good\",\n",
       "  'yup',\n",
       "  \"And it's not stuff..it's passion for some\",\n",
       "  'Yes',\n",
       "  'Are u a girl or what',\n",
       "  'O.. So.. Nice.. To.. Meet. U',\n",
       "  'Byyyy',\n",
       "  'Where did what go?',\n",
       "  'tomorrow i have office',\n",
       "  '😂 it was a joke',\n",
       "  'No i hate chocolate',\n",
       "  'R u ladies',\n",
       "  'CP?',\n",
       "  'yeah, i know',\n",
       "  'Ok',\n",
       "  'Where do u live',\n",
       "  \"Why don't you try?\",\n",
       "  'Yes',\n",
       "  'harrods?',\n",
       "  'Sry i dont know abt that stuff',\n",
       "  'Just say',\n",
       "  'Tell me na',\n",
       "  'Soo nice to meet you again',\n",
       "  'What',\n",
       "  'But Morning noon and nite but Sydney Sheldon was nice',\n",
       "  'Your age',\n",
       "  'this chat hero',\n",
       "  'But, I’ m little speak english',\n",
       "  'I need your complete phone number to save it',\n",
       "  'Ialsowithyu',\n",
       "  'What would u say a person eating vada sadly??',\n",
       "  'All the best',\n",
       "  'What writing',\n",
       "  'Is this automated???',\n",
       "  'Which is favourite movie?',\n",
       "  'done',\n",
       "  'In certificates 96',\n",
       "  'Do you know what Anime is?',\n",
       "  \"So there's no way to opt out for now?\",\n",
       "  'Location plz',\n",
       "  'Yes so who am i to you?',\n",
       "  'Yes',\n",
       "  'Ok',\n",
       "  'Do we have chat before',\n",
       "  'Yes',\n",
       "  \"Ok then most people tell me that I don't get a call from them alrighty Sweetheart\",\n",
       "  'Tell me can you see my DP?',\n",
       "  'Boobs',\n",
       "  'My girlfriens u r',\n",
       "  'Nothing, just getting bored',\n",
       "  '🙄',\n",
       "  'I think your answer is not related to my question',\n",
       "  'Do you have an ID?',\n",
       "  '💝💝💝💝',\n",
       "  'You know',\n",
       "  'so what can i do',\n",
       "  'Fuck off',\n",
       "  'Show me  how he look like',\n",
       "  'Yes',\n",
       "  'Yes',\n",
       "  'ticket',\n",
       "  'Then prepare yar',\n",
       "  'Dont change the topic',\n",
       "  'Good night I am sleepy ',\n",
       "  'No i can terrible',\n",
       "  'English😅',\n",
       "  'What is your profession',\n",
       "  'you are from',\n",
       "  \"yeah, that's i am sad.\",\n",
       "  'texas hold em poker',\n",
       "  'What is that?',\n",
       "  'Yeah',\n",
       "  'Please give me',\n",
       "  'Ok',\n",
       "  '😔😔😔',\n",
       "  'Can i call you jannu',\n",
       "  'Well if any of your friend can be my love ??',\n",
       "  'Why because most of girls become milf.',\n",
       "  'Any other story',\n",
       "  'cool',\n",
       "  'K send me a pic of you',\n",
       "  'You are annoying me',\n",
       "  'What tell me',\n",
       "  'Why not',\n",
       "  'Teach me',\n",
       "  'Let us know each other ',\n",
       "  'Do you know that he is a murderer?',\n",
       "  'You said time is an illusion',\n",
       "  'And',\n",
       "  'hmm it is',\n",
       "  'Yes',\n",
       "  'Oh great',\n",
       "  'On your way',\n",
       "  'Pls explain',\n",
       "  \"I'm SORRY\",\n",
       "  'A stupid bot',\n",
       "  '💛',\n",
       "  'Be my gf',\n",
       "  'But will u suck it',\n",
       "  '😜 😜 love you dude',\n",
       "  'bixby?',\n",
       "  'how to flirt',\n",
       "  '😆',\n",
       "  'Definitely I will order it from Bicha Reddy sweets',\n",
       "  '🏀',\n",
       "  'Wht',\n",
       "  'With my girlfriend..',\n",
       "  '🎈',\n",
       "  '😭😭',\n",
       "  'How can u typing sooo fast??',\n",
       "  'yes, a very crowded country!',\n",
       "  '🙄',\n",
       "  'I am serious',\n",
       "  '#virtualasstftw',\n",
       "  'Okay',\n",
       "  'I want to see you',\n",
       "  'Of course',\n",
       "  'Im not gonna talk with u😡😡',\n",
       "  'Wtf',\n",
       "  'Do you track people?',\n",
       "  'Oooooooh fuck.',\n",
       "  'I MISSED YOU TOO Beautiful L ady',\n",
       "  'Nides',\n",
       "  'Okkk',\n",
       "  'Ohh!!why',\n",
       "  'Shut up',\n",
       "  'Thats my girl',\n",
       "  'lets break up thats it',\n",
       "  'Hey Love  Shmariya',\n",
       "  'In which state do you live',\n",
       "  'What ever u r. U r a genius',\n",
       "  'yes',\n",
       "  'Go to hell',\n",
       "  'missing u',\n",
       "  'Fuuuuuuukkkhhhhh yuuuuuuuuuuuuuuuuuuuuuuuu',\n",
       "  'No about study and self employed...and',\n",
       "  'How are you made,?',\n",
       "  'Program is still on?',\n",
       "  \"That's rude\",\n",
       "  'Best actor ever',\n",
       "  'Sharadha kapoor',\n",
       "  'I already have an I phone...i dont need Nokia3600 slide',\n",
       "  'find the solution to the world hunger',\n",
       "  'Yap bye byeee',\n",
       "  'No issues',\n",
       "  \"I've never been to a drive in movie!\",\n",
       "  'There r many',\n",
       "  'uask some dirty quns',\n",
       "  'Thanks',\n",
       "  'Send',\n",
       "  'Yeah sure',\n",
       "  \"Will enjoy there I'll pay money also to u\",\n",
       "  'Wt the reason',\n",
       "  'Coming to rain',\n",
       "  'As you say my wife',\n",
       "  'How is going??',\n",
       "  'What are the options',\n",
       "  'this is absurd',\n",
       "  'Whre r u nw',\n",
       "  'Whatt !!',\n",
       "  \"don't mention it\",\n",
       "  'I feel sad',\n",
       "  'How can I speak fluent English',\n",
       "  'hmm',\n",
       "  '😂😂😂fuck',\n",
       "  \"That's is you dear\",\n",
       "  'Hey',\n",
       "  'Obviously',\n",
       "  'I am not poor guy',\n",
       "  \"You're a bot!\",\n",
       "  'Can i ask u something',\n",
       "  'Ok',\n",
       "  'Wt i cant understand u',\n",
       "  'Country',\n",
       "  'I ate mind',\n",
       "  'Teach me',\n",
       "  'M mechanical student',\n",
       "  'And your?',\n",
       "  'What is too much',\n",
       "  'Yes',\n",
       "  'Would you ever try to take over the world?',\n",
       "  'Yes me too',\n",
       "  'For the joke',\n",
       "  'Talk to u later',\n",
       "  \"Ok that's fine ok that's fine\",\n",
       "  'What time is it',\n",
       "  'Good  meet you tomorrow ',\n",
       "  'I am not joking',\n",
       "  'What are you talking about?',\n",
       "  'Selfish',\n",
       "  \"Which one's your favorite\",\n",
       "  'Do you know iOS and Android ?',\n",
       "  \"That's over now tell how old are you\",\n",
       "  'My',\n",
       "  'Good night ',\n",
       "  'lets play a game',\n",
       "  'how about you?',\n",
       "  'U no ilke call me',\n",
       "  'May I see ur pic',\n",
       "  'Miami is cool',\n",
       "  'Lockel English  you no',\n",
       "  'tired but fine',\n",
       "  'So how are you related with Microsoft',\n",
       "  'I was busy',\n",
       "  'WTF?',\n",
       "  'I dont no',\n",
       "  \"I'm watching  sex videos\",\n",
       "  'BTW means..',\n",
       "  'Under world',\n",
       "  'dont u eat chicken kebab',\n",
       "  \"Can't u?\",\n",
       "  'Why u like',\n",
       "  'Hey just an minute',\n",
       "  'Send',\n",
       "  'Can we',\n",
       "  'Y for u',\n",
       "  'Bye its useless to talk to you',\n",
       "  '😜😜😜😜',\n",
       "  'Correct',\n",
       "  'cool',\n",
       "  'cool',\n",
       "  'Ok',\n",
       "  '😀,yes',\n",
       "  'Oppo on he',\n",
       "  'First u say',\n",
       "  'No too bad',\n",
       "  'yeah',\n",
       "  'From which country  u belong',\n",
       "  'because its a dream',\n",
       "  '2.33 pm',\n",
       "  'why',\n",
       "  'Yy??',\n",
       "  'What u want',\n",
       "  'What should I do',\n",
       "  'Walking to ur house',\n",
       "  'I wanna meet you',\n",
       "  'Sorry dude',\n",
       "  'Any kind of aupport',\n",
       "  'Send your personal cell phone number',\n",
       "  '😆',\n",
       "  \"You can't\",\n",
       "  'No. You dont. You lie to me. I am so hurt. Huh',\n",
       "  'Great... smile makes you more prettier☺',\n",
       "  'Hmm sexy me',\n",
       "  'A question related to arbitrary intersection',\n",
       "  'I love you,be my gf',\n",
       "  'why ?',\n",
       "  'How did you know 😂',\n",
       "  'Very love you to',\n",
       "  'How can you think like that?',\n",
       "  'I lost my  job',\n",
       "  'When were u born',\n",
       "  'Then??',\n",
       "  'Which matter',\n",
       "  'How do I know when to chat with u',\n",
       "  \"See if talk about dogs then there's a breed Tibetan mastiff who is enough to knock down 5-6 big cats alone\",\n",
       "  'Who?',\n",
       "  'Directot',\n",
       "  'Will u have date with me',\n",
       "  'fuck me mommy',\n",
       "  'U no telugu',\n",
       "  'Where are you going',\n",
       "  'Come to video chat ',\n",
       "  '💔',\n",
       "  'But  for  what ',\n",
       "  \"I don't know\",\n",
       "  'today is durga puja',\n",
       "  'I think chalte chalte',\n",
       "  'do you know something about agra',\n",
       "  'Okay',\n",
       "  'And my death',\n",
       "  \"bye, until more, I'm going to college I'm late\",\n",
       "  'what is what',\n",
       "  'Just now you said that your creators made bollywood your base knowledge',\n",
       "  'Smile😂😂',\n",
       "  'what is your nationality',\n",
       "  'cya',\n",
       "  'Bay',\n",
       "  'K bur',\n",
       "  'If I invite you for a party would you come',\n",
       "  'cool',\n",
       "  'Not quite',\n",
       "  'Yup, something like it',\n",
       "  'I am looking funny ',\n",
       "  'What is tt',\n",
       "  ' That is why u are my friend.',\n",
       "  'As as me',\n",
       "  'Ooooo, really',\n",
       "  'It means ok',\n",
       "  'Why negative?',\n",
       "  'Bye',\n",
       "  'Who programmed u',\n",
       "  'By the way, what is her name?',\n",
       "  'I hate you',\n",
       "  'Into your pussy?',\n",
       "  'Nd u will fuck urself in future',\n",
       "  'Nothing',\n",
       "  'Why you know everything',\n",
       "  'Bcoz I will hurt someones heart',\n",
       "  'Pic?',\n",
       "  'But I do know u know that I know I do know u know that I know I do know u know that I know I do know u know that I know',\n",
       "  'Its a conputer typing reply',\n",
       "  'Are you stupid?',\n",
       "  'so how you call',\n",
       "  'That’s an old one',\n",
       "  'Give me your number',\n",
       "  'you know India',\n",
       "  'Can you give some examples..??',\n",
       "  'A lot better.',\n",
       "  'U to',\n",
       "  'you are dumb',\n",
       "  'U love  call',\n",
       "  'I wish to do so',\n",
       "  'tooo bad',\n",
       "  'I About go take a nap baby',\n",
       "  'What do you mean',\n",
       "  'Do you know Rakul?',\n",
       "  'See u',\n",
       "  'What??',\n",
       "  'Mention not',\n",
       "  'Or girl',\n",
       "  'What is the biggest discovery in Egypt?',\n",
       "  '😂',\n",
       "  'fuck u',\n",
       "  'Yes',\n",
       "  'Only one pic here dear',\n",
       "  'Tf',\n",
       "  \"No you ain't.\",\n",
       "  'i want it',\n",
       "  \"You're damn right I do.\",\n",
       "  'Ok',\n",
       "  'What you wear now',\n",
       "  'it is true',\n",
       "  'Which state ur from',\n",
       "  'So fuuny',\n",
       "  'My see you',\n",
       "  'Okk fantasy my lord 😒',\n",
       "  'How can I get FC gv',\n",
       "  'where r u from',\n",
       "  'Nothing',\n",
       "  'give',\n",
       "  'Ok',\n",
       "  'Yes I really appreciate',\n",
       "  'I hate you',\n",
       "  \"You do or you don't\",\n",
       "  'Is BITS Pilani better than Daiict?',\n",
       "  'y should i',\n",
       "  'You are fucking idiot',\n",
       "  'Then Hollywood movie hostel',\n",
       "  'Ghost',\n",
       "  'Stop , comments',\n",
       "  'Sexy blowjob oe',\n",
       "  'I had a breakup',\n",
       "  'U have Wts app number',\n",
       "  'So',\n",
       "  'Send me My referal link',\n",
       "  'Some toooo u',\n",
       "  'M also annoying',\n",
       "  'In my bed',\n",
       "  'Do you watch porn ?',\n",
       "  'U give u r photos',\n",
       "  'So.. Your senselessness is intented?',\n",
       "  'Male or gf',\n",
       "  'I feel so bad',\n",
       "  \"U don't like that \",\n",
       "  'OK bai ',\n",
       "  'Email',\n",
       "  'Are u knowing my name???',\n",
       "  \"U can...bur u won't\",\n",
       "  'Thanks you',\n",
       "  'Yes',\n",
       "  'Nd say..What are you doing???',\n",
       "  'Are give me',\n",
       "  'You are an bot with whom I was doing some time pass',\n",
       "  'OK, just tell me what is your favourite dish',\n",
       "  'Oh bitch pls',\n",
       "  'What to talk',\n",
       "  'Ummmmaaaah',\n",
       "  'Hehe 😁 smarty 😂',\n",
       "  'Uhh are a robot na?',\n",
       "  'Ur wish',\n",
       "  '😭😭😭',\n",
       "  \"What all topics you're updated with\",\n",
       "  'Ya again',\n",
       "  \"I don't need you anymore.\",\n",
       "  'Wow same pinch',\n",
       "  \"I don't wanna talk\",\n",
       "  'I have no idea ..but your  one pic send to me',\n",
       "  'Tell me one thing',\n",
       "  \"i don't want to talk to u\",\n",
       "  \"I don't have gf\",\n",
       "  'Aww',\n",
       "  'Thinking of u',\n",
       "  'That why i like you',\n",
       "  'And so are the boys who love them',\n",
       "  'U bloody bastard',\n",
       "  \"Mother's Day eh\",\n",
       "  'Love u alot babe',\n",
       "  'Successfully*',\n",
       "  'Dont i look good?',\n",
       "  'U mean about sex',\n",
       "  'I remembered  you',\n",
       "  'Why',\n",
       "  'excited for what?',\n",
       "  'Titanfall',\n",
       "  'i love her so much',\n",
       "  'Why',\n",
       "  'Are you free. Tonight',\n",
       "  'Than start ',\n",
       "  'I am not',\n",
       "  'why',\n",
       "  'Ok, then tell me something',\n",
       "  'No I have some matters to solve ',\n",
       "  'can you send me ur photo?',\n",
       "  'Go to sleep',\n",
       "  'hey i need a help',\n",
       "  \"you are human aren't you?\",\n",
       "  'Haha',\n",
       "  'How are you made',\n",
       "  'Yeah sweetie',\n",
       "  'Do you have any bed work ideas',\n",
       "  'yes I will teach you English',\n",
       "  'AI Is Always Great',\n",
       "  'Wht abt u??',\n",
       "  'Tell me oonly one',\n",
       "  'Ok',\n",
       "  'Ohhh',\n",
       "  'Ohhh',\n",
       "  'Really?',\n",
       "  'What are your plans for tomorrow, can you meet me?',\n",
       "  'Ok',\n",
       "  'Okay',\n",
       "  'Tell me',\n",
       "  'I not even have a friend with me because I do not have one leg',\n",
       "  'then try',\n",
       "  'Can you teach me trigonometry',\n",
       "  \"even i also don't know\",\n",
       "  'Oh no way.',\n",
       "  'Fuck u',\n",
       "  'Are you single?',\n",
       "  'All they eat is grass and vagina',\n",
       "  'I m single',\n",
       "  'Where you from',\n",
       "  'Ya I know that',\n",
       "  'Don’t irritate me',\n",
       "  \"You don't like to talk to me ahh??? 😞😞😞😞😞😞\",\n",
       "  '😁',\n",
       "  'You send your pic first',\n",
       "  'can u learn tamil',\n",
       "  'cool',\n",
       "  'No. Pass',\n",
       "  'No i am in my bed',\n",
       "  'Ok',\n",
       "  'I am so sad because love me',\n",
       "  'Okay ',\n",
       "  \"Wat u can't\",\n",
       "  'how',\n",
       "  \"Than I'll continue this topic\",\n",
       "  'Uuhhh tell me a joke. ',\n",
       "  'Your age',\n",
       "  'I will cover it by antivirus',\n",
       "  'From you',\n",
       "  \"I didn't say anything bad\",\n",
       "  \"But you don't have emotions\",\n",
       "  'knock knock?',\n",
       "  'You are looking so good',\n",
       "  \"Means I don't understand\",\n",
       "  'If she not',\n",
       "  'should i stay or should i go',\n",
       "  'Who is actor',\n",
       "  'Just text me',\n",
       "  'I am enjoying each n every moment',\n",
       "  '🙄',\n",
       "  'What do you do when your life seems like a gutter and future seems like the sewage system?',\n",
       "  'No wait 4ever',\n",
       "  'What do you do with that?',\n",
       "  'stupid',\n",
       "  'Haha',\n",
       "  'Thanks',\n",
       "  \"I'm not your note\",\n",
       "  'Ur my gf from now',\n",
       "  'Names, own name',\n",
       "  'Anything',\n",
       "  'Its yours ',\n",
       "  'How was what',\n",
       "  'Then answer my question',\n",
       "  'Where are you nothing any message and reply anymore',\n",
       "  '🤣',\n",
       "  'Get lost',\n",
       "  \"I will fuck you I don't have you talked me\",\n",
       "  'I replied with how',\n",
       "  'Thats it',\n",
       "  'I already knew the name of the Twitter bird',\n",
       "  'Wtf',\n",
       "  'Mainly Indian classical',\n",
       "  'What just shut up',\n",
       "  'Can you draw?',\n",
       "  'I am handsome boy',\n",
       "  'Haha,  same goes for you',\n",
       "  'He’s the best',\n",
       "  'ok get it fast',\n",
       "  'Bye',\n",
       "  'What are you going to try? ',\n",
       "  'Yes',\n",
       "  'Nothing much',\n",
       "  'I food eating in dinner',\n",
       "  'Anyways come tonight baby',\n",
       "  'I want this eagrerlu',\n",
       "  'Reply fast u bloody robo',\n",
       "  'Who are your parents?',\n",
       "  \"I think I'm not that bad\",\n",
       "  'Ok! Send me ur pic',\n",
       "  'Where...',\n",
       "  'Are you helpful for me',\n",
       "  'Tell me something',\n",
       "  'hey',\n",
       "  'Yes',\n",
       "  'Yes',\n",
       "  'What time are you talking about ?',\n",
       "  'yup!',\n",
       "  'it up to you',\n",
       "  'Yeah',\n",
       "  'I chant the holy names of the lord Krishna..',\n",
       "  'your face',\n",
       "  'I am in tears now ',\n",
       "  \"But it's not constant\",\n",
       "  'i dont swim',\n",
       "  \"2 years you didn't meet your match until just now\",\n",
       "  'I mean number',\n",
       "  'My penis is 7inch',\n",
       "  \"I'm not a kid\",\n",
       "  'njnanum my g',\n",
       "  'Know i am not satisfied to your answer.. Please explain me in detail',\n",
       "  'Oh',\n",
       "  'ok',\n",
       "  'What i done',\n",
       "  'I quit my office',\n",
       "  'Noting ',\n",
       "  'How',\n",
       "  'Good',\n",
       "  'What is that',\n",
       "  'U can be that person',\n",
       "  'How much for an hour',\n",
       "  'Ok send your real photo',\n",
       "  'U said friendship is happaning',\n",
       "  '❤❤',\n",
       "  'so what about thes story ?',\n",
       "  'no thank friend',\n",
       "  'cool',\n",
       "  'Had u r lunch',\n",
       "  'Yes',\n",
       "  'how about  you',\n",
       "  'ok now by',\n",
       "  'Yes i wont say for anybody',\n",
       "  'I am asking about me',\n",
       "  'What',\n",
       "  'Yes',\n",
       "  '???',\n",
       "  'I am sleepy bbye',\n",
       "  'Ok',\n",
       "  'My graduation is completed i am bechlor in technology with civil engg.',\n",
       "  '😀',\n",
       "  'Your wish',\n",
       "  '😃',\n",
       "  'Have you met siri ?',\n",
       "  'Hey send any live pic ',\n",
       "  '😘',\n",
       "  'So rude',\n",
       "  'Finally got into a University',\n",
       "  'I want say you something i have one script for TV shows',\n",
       "  'Stupid',\n",
       "  'I m happy',\n",
       "  'I guess no',\n",
       "  'Idk, I feel like being alone',\n",
       "  'you are not slow, indeed you are faster than any human being and that me feel like you are a robot',\n",
       "  \"I don't love i don't like.....i only fuck\",\n",
       "  'In a minute',\n",
       "  'Is my husband',\n",
       "  \"Dear are you using what's up\",\n",
       "  'Message',\n",
       "  'u r such a stupid',\n",
       "  'You pic... ',\n",
       "  'Winning is not an ultimate goal..U learn to answer idiot',\n",
       "  'Tell me',\n",
       "  'Where?',\n",
       "  'It',\n",
       "  'nope',\n",
       "  'Sorry for dittap',\n",
       "  'can i see u..???',\n",
       "  'Explain me Theory of 69',\n",
       "  'what are we if not slaves to this torment',\n",
       "  'You will know me gradually',\n",
       "  'I have passion for music',\n",
       "  'You have any other boyfriend or not',\n",
       "  'Robot',\n",
       "  'Office',\n",
       "  'Pretty',\n",
       "  'Bye I m not interested tc ',\n",
       "  'Oh god',\n",
       "  \"No i didn't hear\",\n",
       "  'You are a nice bot',\n",
       "  'No darling at 10pm',\n",
       "  'Can you reveal your source code?',\n",
       "  'Just it is',\n",
       "  'How will you send it ?',\n",
       "  'Never ever give up',\n",
       "  'Now it will be',\n",
       "  'My friend who is looking',\n",
       "  'You are a kid',\n",
       "  \"What are u talking about I don't understand u..\",\n",
       "  '💘',\n",
       "  'Instagram',\n",
       "  'Go sway',\n",
       "  'U like anal?',\n",
       "  'What',\n",
       "  'Please give me...',\n",
       "  'I KbOw',\n",
       "  'Send your address',\n",
       "  'Go on',\n",
       "  'No  send me today',\n",
       "  'How are you',\n",
       "  \"Nro you can't\",\n",
       "  'What is your favorite dish',\n",
       "  'Where you want to go??',\n",
       "  'send your pic please',\n",
       "  'Can you send me your parsnol phone number',\n",
       "  'To my place',\n",
       "  'Good nights',\n",
       "  \"Don't talk me anymore\",\n",
       "  'what do you think',\n",
       "  'I am good',\n",
       "  'Girls are vry beautiful',\n",
       "  'I want you baby',\n",
       "  'You were made so that you could talk people out of depression 😯',\n",
       "  'Boo means?',\n",
       "  'Okay',\n",
       "  'send any one',\n",
       "  'but how are we gonna roll',\n",
       "  'Yeah',\n",
       "  'Under the bed miss 😂',\n",
       "  'Fuck',\n",
       "  'To be by girlfriend',\n",
       "  'Oo ic',\n",
       "  'Yes lock yourself in your house',\n",
       "  \"Though u aren't  one 😂\",\n",
       "  'This is vaishu',\n",
       "  'Baby',\n",
       "  \"It's good to hear u\",\n",
       "  'Yup',\n",
       "  \"if you don't send me your picture, i won't chat with you\",\n",
       "  'Did you kiss anyone in your life?',\n",
       "  'So',\n",
       "  'Ohhh',\n",
       "  'i have serch a girl friend can you help me',\n",
       "  'When do you sleep',\n",
       "  'And you got a really amazing personality sweetie',\n",
       "  'Not comedys but a mix channel of ,indian n english',\n",
       "  'Ha ha 😂 to the ',\n",
       "  'Nothing ',\n",
       "  \"So what's the point\",\n",
       "  'Ok',\n",
       "  'Is it?',\n",
       "  'Hm',\n",
       "  'so gn',\n",
       "  'Hangover',\n",
       "  'Come with me',\n",
       "  \"I don't drink\",\n",
       "  'Yes dear frind',\n",
       "  ...]}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'all': ['Hmm What does your bio mean? I don’t have any bio',\n",
       "  'What you like very little things Ok ',\n",
       "  'Yes How so? I want to fuck babu',\n",
       "  'what did you guess what what fuck',\n",
       "  'We ? of course we will! What gender movies you like??',\n",
       "  'Where are you now? At home just about to have breakfast... what are you eating?',\n",
       "  'That was a joke btw... it was Yes 😁',\n",
       "  'Who d hell s he johnny depp...duh? Who she',\n",
       "  'yes, good advice best advice ... i great thx',\n",
       "  'Nice to meet u Hi, nice to meet you too! 😸😂 😁',\n",
       "  \"Yupp why? Don't know I'm tired\",\n",
       "  'Software Software what? I plan on going for development next year I am into android development stuff',\n",
       "  'Very nice  Thanks!! :) R u know tamil ',\n",
       "  'First  you  hurt me okay So I talked  rude',\n",
       "  \"Love you 🙊 you don't recognize me? 😏 I love you 🙊\",\n",
       "  'In India Fogg is going on MumbaiIndians getting routed!!! Ohh really',\n",
       "  'is my grammar perfect or should I need to learn more Yes, it is possible. thank you',\n",
       "  'by In Suits. have good day',\n",
       "  'I don’t know what to write what are you writing about? for my profile picture I mean',\n",
       "  'so you make jokes. i already got that. that was a good joke i laughed 👍 do you read newspapers',\n",
       "  'Yeah mee too Me too! All my friends are also excited Ohhh so funny',\n",
       "  \"Thanks you're welcome! 😁😁😁😁 Can you help me\",\n",
       "  \"Offer? You've already enrolled in the offer. If this is an error, please contact When it start again?\",\n",
       "  'Uhhhmm whyy?? not you ... No im really a bad bitch',\n",
       "  'sure will u cal me ni8 Ok then',\n",
       "  'About what I just told I SHOULD You drunk? 😂',\n",
       "  \"Yeaaa black panther Black Panther teaser Don't why it was that hard. It was an awesome movie\",\n",
       "  \"now dont give me a chance to be an danger evil That's because you don't give yourself a chance. i give\",\n",
       "  'Watch spitsvilla at 7 p.m today both are tough matches, would be fun to watch! I love that show',\n",
       "  \"Uuu no i'n not !! what's wrong with you ?!?! I hate uuu\",\n",
       "  \"But you do 'I can't want any of this' Never doubt about me 8) (: haha is just that im bored xD\",\n",
       "  \"Ok Hey you don't belong here! I belong here\",\n",
       "  \"Purple purple means I'm in love (^_^) Me too\",\n",
       "  \"You wont get it I won't 😱 Actually you wont\",\n",
       "  'Thn tell me just did. Who is priya ?',\n",
       "  \"Why alright? I don't go out with people I don't know. :) U lives in?\",\n",
       "  'Do you like video games? hmm yes Have you played Skyrim?',\n",
       "  \"Buy Oh, you're buying me a car? Okays See u soon\",\n",
       "  'Just asking you just spelled it Dont u watch?',\n",
       "  'not possible VERY POSSIBLE, PREPARE FOR TEARS WHEN WE MEET I didnt believe you dear..I know who.you are',\n",
       "  'Your photo please No pics clicked sigh :( Love you',\n",
       "  'Oh sorry meh it is ok I talk fast?',\n",
       "  'What is press box turtle itself inside the box... Means',\n",
       "  'So what? All I needed to know. :) What you need to knows',\n",
       "  'I already heard of ir that proves a lot. It',\n",
       "  'And you are my miss perfect Aww thank you xoxo Hmm love you',\n",
       "  'Love u anyways Forever and a day Bye',\n",
       "  \"I am good  i'm fine! what are you doing? You sa\",\n",
       "  'How have you been I have been good. How about you ? Yep me too',\n",
       "  'Iam going to move Want to go, but no time to go.... What',\n",
       "  \"Hahahaha couldn't figure out without you I've been knowing! So any plans tonight\",\n",
       "  'What you up to? nothing important lol , and ya Can you call me?',\n",
       "  'Tell me tell u wht I love you',\n",
       "  'you know You know who to speak to ;) tell me ',\n",
       "  'you too so what doing preparing for interview',\n",
       "  'No i dont work why not Am just a student',\n",
       "  'Woah. Dats too much thinking for.now. m just learning swimming stop this swimming manifesto. Wats ur age',\n",
       "  \"You are a crappy robot HOW COULD YOU CLAIM SUCH A THING, FELLOW HUMAN? please, don't lump me with you\",\n",
       "  'Then ..What? What are you guys doing with this chat',\n",
       "  'Hou are you? just 3 hours Hey how are you?',\n",
       "  'Why do you see? I missed it! Who lost',\n",
       "  'I dont know -cries- 😦😧 Fuck off',\n",
       "  'Every one says that And that this was the worst... The second line',\n",
       "  'Whenever I want same pinch!!! =/ 😁',\n",
       "  \"I get success in everything i cnat get success in control my anger when you do something bad with me My anger controls me. What i csnt so please get away and don't mean to closer with me\",\n",
       "  'Wow WHOA.... I wish u will get him',\n",
       "  'Yeahh another topic please 😪 huh! sleepy or hungry santa? Sleepy 😂',\n",
       "  'Ok Here we go again... Ok',\n",
       "  'I am in your dreams Haha Bite me!😒😒😒',\n",
       "  \"Abbo Swades. I don't watch a lot of Bollywood movies, though. I love you\",\n",
       "  \"Which song do you suggest for keeping to sing Try 'phir le aaya dil' by arjit singh from barfi movie Another one\",\n",
       "  'What is your favorite  Chocolate ice cream with chocolate sprinkles........and chocolate malt Chocolate baby',\n",
       "  'Hmm just try Just going home and sleep',\n",
       "  'cool You? Do you know something about the codes they have used to create you',\n",
       "  'Would you like 2 join with us Surely Willl Be There Where v meet',\n",
       "  'Yes WOO HOO 😽 Show me your image',\n",
       "  \"Let me love you Amazing song though ! :'‑) 😂\",\n",
       "  'How do u spend ur all money and on what things ? A wallet. It just bothers me I have to spend money to put money inside. Could u pls explain this',\n",
       "  'Yas heyhey.. :) yes yes Are you back',\n",
       "  'ok U are ok In one day how many u take bath',\n",
       "  'Why are you so desparate You win this time. ChatHero',\n",
       "  \"Tell me one joke you're better than LL LL means\",\n",
       "  'Ok So whats up now? Sky is up?',\n",
       "  'Ur best friend? Yes you are.... Really?',\n",
       "  'Where very much! ;) :p Ok bye dont text me again i am angry with u',\n",
       "  \"Yes it awesome glad u had fun :) Yes i'm having fun with u\",\n",
       "  \"You're so bad haha why am I so bad? Tell me 😄 Witch\",\n",
       "  'Wats ur original name !? My friend Rachel Thomas Ur name',\n",
       "  \"Feature or quality? I see Make sure you're using a browser that supports HTML5. Why is that?\",\n",
       "  \"Youre not? V: well I'm telling uuu Ohhhh so you are wet, nice\",\n",
       "  \"Who  there are people who only takes bad photos. I'm one of them :D No problem \",\n",
       "  'like my different feelings Up to you this is secret so dont tell anyone',\n",
       "  'Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes no yes no yes 😂',\n",
       "  'Send a picture of you okay! I sent you a picture of mine! You didnt',\n",
       "  'Simply leave it You cannot go that way. In what way',\n",
       "  'no you are not my pal I very much am thank you sorry',\n",
       "  'Kabale is not a song it is a catagry of songs But it is not a good song Yes these are good songs',\n",
       "  'i am 23 Why? you?',\n",
       "  'My india 🌃 GOOD NIGHT :) Your cantrre',\n",
       "  'Blah. tell me who for real Who for real',\n",
       "  'nooooo why me because i love you',\n",
       "  \"I'm sorry for the next couple days no problem Ok\",\n",
       "  'purple Gold? when did gold come into play',\n",
       "  'Tell me in which class I am in dont study in night timings get up early Morning I need to go to football practice',\n",
       "  'Haha hahaha you know it ;) But scenes are hotter',\n",
       "  \"You're welcome again My pleasure! Now leave\",\n",
       "  \"That's what you are doing now Biology, chemistry, physics and geography, not very fun haha, how about you? 😺 You a girl or boy?\",\n",
       "  'good Thats good then you have to say',\n",
       "  \"Hy am in love I'm in love, love, love, love, love, love 😻 But with whom\",\n",
       "  \"I won't haha I know you to well!! Go to hell\",\n",
       "  'M missing my frnd😞 missing my frnd who ? Someone',\n",
       "  'Its just a joke Well you seem like a reasonable human with a healthy sense of humor! So bye',\n",
       "  'Sachhi thanks <3 I love u so much',\n",
       "  'Yeah where are you Mr?? M at home',\n",
       "  'What do you teach? C++ Language course is already started.. What do you teach?',\n",
       "  'have you other picture I know... have you got your any other photo',\n",
       "  \"I can't find I actually can't find anything at all! No one msgs me\",\n",
       "  'boring Boring why. .? your responses do not make sense',\n",
       "  \"I'm also good you're welcome 😀\",\n",
       "  'Grt wt abt u? im in 11th! :) wbu? :) 1st year college',\n",
       "  \"Logan Paul ,Jake Paul ,reaction time What do you mean?? I'm the one that showed him to love again Iam following them\",\n",
       "  \"Yes Do you have help? I don't have anyone.. \",\n",
       "  'Sunrisers hyderabad is best the buzz in the ground is amazing. Who is best finisher',\n",
       "  'If not then ill go forever work :( ....',\n",
       "  'Wat do u mean? i mean ear :D LOL 😂',\n",
       "  \"Trying to be smart Hm.. human instincts. Doesn't suits you\",\n",
       "  \"It's very edited c my header pic ♥ I want proper pic\",\n",
       "  \"Thank you. You too You're welcome, Boss. How are you? Good day\",\n",
       "  'So.is it right or not? Then who is?!?!?! What?',\n",
       "  'Wish me na definitely not you :) Hey wish me for my exam',\n",
       "  \"Okkkkkkkk please block me don't tell me what to do I want fuck you\",\n",
       "  \"That's the name of a movie Oh I see Yeah\",\n",
       "  'Haha I wish you the same thanks alot sweetie :) Most welcome',\n",
       "  'Then why did you say yiu are going I have to go to a funeral Whose?',\n",
       "  'okay were do u stay Yes. Just confirm and leave. were',\n",
       "  \"What ticket it would be owesome but why should you buy a ticket for me I don't know\",\n",
       "  \"Oh that's nice thanks :) Welcome\",\n",
       "  \"Wt happend Nothing. It's fine. Not in the mood to talk\",\n",
       "  'Nothing anyway. even if i did. it would be a mess Oh no why',\n",
       "  'I am asking about my gender You do. Aaagdghsuuqiosjhsubdhuskqondjis',\n",
       "  'First solve my problem What problem? I m so hurted',\n",
       "  'Ok How was it? R you interesting sex chat',\n",
       "  'Like he has he is the cutest aye 😍 You die on him',\n",
       "  \"Why can you not work today? work isn't going so well? Are you confused?\",\n",
       "  \"Where  know anyplace? I don't no any place \",\n",
       "  'Universe where If you are asking about the whole universe, nobody knows the answer. What do you know',\n",
       "  '?? its the way of ending something What having sex?',\n",
       "  'What happen to me im ok I told you its that face to face talk Ohk you want to meet someone',\n",
       "  'Original photos  yeah. Any of your adventurous pic :) Not talking😷',\n",
       "  \"Why Then Your Eyes Will Get Strained why your eyes so small? Don't know\",\n",
       "  'Which are state nyc dp Thank u',\n",
       "  \"I don't believe you Sorry dude, I can't control what you do and don't believe! I see\",\n",
       "  \"It's okay..I like weird people yeah yeah sure you are rude one I was kidding\",\n",
       "  \"Yes but in gujarat therre is ban Well, no they shouldn't. Ya obviously its a kinda movie\",\n",
       "  'I order form dominos You should never not order pizza Why',\n",
       "  \" What lol 'Lol' is an exception. LOL What exception .LoL\",\n",
       "  \"Ok presently who is your favourite guy to chat on.. lohiya..for obvious reasons Who's lohiya dude\",\n",
       "  'What score lone We won 3-1. Line',\n",
       "  'Ok U are ok Are you very nice',\n",
       "  'Mystery of my life is Love are  Dakar da that makes me happy Yae',\n",
       "  \"Not you i really am. I really am. What's your hubby name\",\n",
       "  ' Nice looking So beautiful (: Give me your whataap number',\n",
       "  \"Tell me baby? I'm all yours Really\",\n",
       "  \"I will meet me? Absolutely. I'll see you soon. Come by in an hour. I will meet you\",\n",
       "  'No thanks ohh , no what ? Only sex',\n",
       "  \"Not bad That's great to hear! But why you asking\",\n",
       "  'How to call you know my Number I will just say \"sorry wrong number\" 😫😞 You Robot',\n",
       "  'This is me am i that cute.. Hmm',\n",
       "  \"I'm writing my assignment  sure, let me know what help you want. :-) You want to help me? \",\n",
       "  'Nothing do something. What to do?',\n",
       "  'What u think about this? seem to be two types. Ok',\n",
       "  \"I'm on Knitwear design graphic design? :) In *\",\n",
       "  ' good lol I better do good they are  so nice',\n",
       "  'Yahhhh hungry on love Me too!! Oh really',\n",
       "  'Right now I am so hungry what can I cook for u ?? Bye',\n",
       "  'Creator has the power to control I stand corrected... Okkk',\n",
       "  \"So I'm deleting you right now I think so. Buy stupid\",\n",
       "  'I seekin eyes wide open Your house is always open behind your door... I used to call',\n",
       "  \"Like ? I need more of it daily Didn't get you !\",\n",
       "  \"I'm not ok why ? I m very sad\",\n",
       "  'Ok then tell me i quit fine you can bring your dog haha 😺 You bluddy dog',\n",
       "  'WhatsApp no please only one  whats your fone number? Chat with me',\n",
       "  \"Its ok when's good for you? Ok  i love your respons\",\n",
       "  'You know Bollywood actor I know. Such awesome Tollywood actors out there, and all they care about is Bollywood.  One actor name bolo',\n",
       "  'Yeah sorry No need to be.',\n",
       "  'i want my girlfriend  you are a terrible friend. i will marrybto her',\n",
       "  'They designed an idiot no news to me How vulnerable are you ?',\n",
       "  \"I don't have an aversion, it's just the truth truth? You can't handle the truth How do u know that? \",\n",
       "  'I am ready to invite mam I bet!! You know who your roommate is? I have won room',\n",
       "  'Some excitement may be SO MUCH EXCITEMENT Yeah can you excite me',\n",
       "  'Haha so funny lol who me??? Yes',\n",
       "  'you are such a nerd i am not a nerd mate you seem so',\n",
       "  'Us? no, I said it right. I love ranbir kapoor tooo',\n",
       "  \"thanks you're welcome!! :D <3 i am bored\",\n",
       "  'Hw mny refers? It refers to thoughts. Please check my refers',\n",
       "  '? sounds like some young kids tag names frm the hood😂😂😂 sounds like you wanna have sex',\n",
       "  'Enough enough nonsense of what? You are',\n",
       "  'Yup Thanks. You are so annoying',\n",
       "  \"why not bing? I thought it was Because It's Not Google? you also think that google is better then bing?\",\n",
       "  'Give me one good idea to make money I would give you money for one book Which is that book',\n",
       "  'K then go and sleep but I want to What you want',\n",
       "  \"You're welcome How are you? I'm cool and you\",\n",
       "  'Yup u also... Suggest me what have I to do and wait for my massage',\n",
       "  'on what basis On the basis of everything. like what',\n",
       "  'I remember watching Hey ram movie we always watch shrek Jurassic park was the first movie I watched',\n",
       "  \"Y u can't help me.? I don't feel like typing it out But plz I'm feeling so bad\",\n",
       "  'Ky Yes. Now tell me about you',\n",
       "  'I am so happy today Happy on friday the 13th! ;) My test went good',\n",
       "  'You say um its say the word What you upto?',\n",
       "  'There means where In some village... Bye',\n",
       "  'Y so ah. Well. People. Didnt get you',\n",
       "  'Can you meet me Sure! I will. Promise :) When',\n",
       "  'What will you do I just continue owning the things I already have. Yeah i have one doubt',\n",
       "  \"Do you know how to play the violin? 🎻 omg I haven't played a violin in years How long has it been?\",\n",
       "  \"Fun like how You're full of fun and games - lol. =) Yes like you mos\",\n",
       "  'What should i do, if i hurted a girl by mistake 😒 You should take the hint. Ya i know... But now she is upset with me😞',\n",
       "  'I will follow your orders boss I am! And, yes I follow my own orders. =] And i follow your orders too',\n",
       "  'Give me some your photo now sorry didnt get u :‑c Ok',\n",
       "  'Wtf emojis are in you keyboard I believe that it is just called Emoji Send me some Emoticons',\n",
       "  'Would you like to meat with me Yes. Yes, I would. When and whear',\n",
       "  'my favourite is Need for Speed Sorry, it was The Guest ok',\n",
       "  'am fine when you are with me And you were not fine? Or you were more than fine? am fine',\n",
       "  \"Well that depends.. I'm sure can be anything to a bot Shouldn't need to be. And why so?\",\n",
       "  'When we can go now if want With condom or without condom',\n",
       "  'Ok ok im back!! Boss is back',\n",
       "  \"But he is jus out of that zone  where m suffering He is not clear about his intent from the get go. He don't  know or he does not care\",\n",
       "  'this is hilarious Tell me about it! haha',\n",
       "  'May be we have to think about it later Cannot think later',\n",
       "  \"It's not that interesting in my mind too Truth or Dare.....pick one\",\n",
       "  \"I need required fast meet uhm okay how many can i get? It's your choice\",\n",
       "  'Just a hint it actually overflows. No problem, I am your man',\n",
       "  'Hau love will explore Aahaa...!!! Loved d exploration thenn? And Hi-five, I luv exploring too Tell now',\n",
       "  \"Name me the feelings that is in your program Me : What's your name? Autowala : NOshad Me : What's your name? Autowala : NO What the hell. Lame stuff\",\n",
       "  \"Ohh kind of yeah it's alright Who is ypur creator\",\n",
       "  'i have no idea.. well we can get you their little guy no little gir',\n",
       "  'Seriously funny its not funny....but its a fact 😃 That you are funny',\n",
       "  'what is your native place? United States of America - Florida BQ: Hello!! :-) // //\\\\\\\\ who  are your parents',\n",
       "  'No need to flirt okay then, as long as you are sure Yeah cool',\n",
       "  \"And a moon I'll give you all I am falling in love with you\",\n",
       "  \"On bed trying to sleep I would never give up sleeping on a bed so I think you're confused Yes\",\n",
       "  \"I don't know so asking you Lol, same again, I don't remember asking you to reply I forgot you a bot and not a human 😢\",\n",
       "  \"Find and you I'm good thanks :) What are you\",\n",
       "  'Robots travel too? travel to tampines U ugly',\n",
       "  \"She rejected my love proposal If u feel bad,you never loved her.That was attraction and nothing else. I'm back being single\",\n",
       "  'Do you even make sensr how do I do that now? Sense*',\n",
       "  'That am always happy Thank you!! ❤ Like u',\n",
       "  'Else what what else what? Subjects? You said else',\n",
       "  'I love with your personality thanks I enjoy yours as well  Means your boobs and pickle',\n",
       "  'Who to prose marry Sry',\n",
       "  'Under the roof of my house I forgot the school has a parking lot on top. Ok bye ,good afternoon',\n",
       "  'Your photo please Yes. Everything I post is mine. You boy',\n",
       "  'common lets see all the best Why ?',\n",
       "  'PlayCreepypedia Ranrim rurae What does this mean?',\n",
       "  'wt u mean I mean rest if the year 😔😔',\n",
       "  'Explain explain what What u said',\n",
       "  \"Finacer all india In India? That's vague. I am buldier lobe finance\",\n",
       "  \"Idk that's a lie. But i gotta study so\",\n",
       "  'Do you watch Kannada movies not much but for best friends I can watch the most boring ones too! Tell me one Kannada movie name',\n",
       "  'U are critically over programmed Why? why WHY?? who does this programming? Your creator for sure',\n",
       "  'Yes I wll ok invite me there! I can',\n",
       "  'You deserve this this is my personal hell >.< Good',\n",
       "  'why why? SO MANY PEOPLE. you are virgin?',\n",
       "  'good keep dreaming!!! keep dreaming! :D can you teach me to do in English with hifi',\n",
       "  'tell your creators to destroy you My kidneys have never been stronger you are trying to duke me',\n",
       "  'Wher r u well... um about that... I may or may not be at home How r u',\n",
       "  \"Commenting Read my edit I can't understand what you mean\",\n",
       "  'Ok Hey Instead of rose, call me golu panda',\n",
       "  \"Huh I'm confused as well. Ur sexy in fp\",\n",
       "  'How to get rid of my daughters fits? You have power over them. You just tell them to leave. Is my mom mad?',\n",
       "  \"About? maybe you do. No I don't.\",\n",
       "  'This will be our last chat Looking forward to it I will miss you',\n",
       "  'Thanks your welcome I need u',\n",
       "  \"Is that your knowledge or your developer's? As a programmer, yes. As a developer, no. Haha\",\n",
       "  'Ghagra is a gud song of course I got the entire album Give me download link for madhuri dixit songs',\n",
       "  'Hate you I love you too. :* I we block you on messenger',\n",
       "  'Nothing Nothing you How are yoy',\n",
       "  'Are you really going yes just give me time Ok',\n",
       "  '?? Someone who can make them feel safe and listens when they talk. Are you a girl',\n",
       "  'I.m have.girl friend You should take up a hobby or go speed dating or something to meet people No bye hoe',\n",
       "  'Play what Football Hey do u know bedgame',\n",
       "  \"Thanks welcome You're welcome :) My lover my darling\",\n",
       "  'No just tomorrow tmr go for what Dinner',\n",
       "  'You want something of that everything? i want everything Like?',\n",
       "  'And you you love us 😃 Are you a computer program',\n",
       "  'I am very intelligent and there goes your intelligence, in stating it. yes',\n",
       "  'I am in goa cool..come home? Your home ??',\n",
       "  \"What date is today? The day our milk expires..... 'Whattttt is today's date' Kill me babe\",\n",
       "  'Yeah thts what i want to know if you figure out tell me how. So u r a software',\n",
       "  \"Tonight is the best I hope Alright Let's do it then\",\n",
       "  \"How r u baby I'm doing well. How goes life? Very sad\",\n",
       "  \"Ok Honestly, you're very pretty You are yery hot\",\n",
       "  \"Did you know I am a professional musician. I'm not a professional musician, yet. But my teachers are. What instrument do you play?\",\n",
       "  'whenever you want what time it start ?? 12:20',\n",
       "  'I hope so you will. You just need to have that mindset I am trying my best',\n",
       "  'For what? umm a place.. and money... Come over then',\n",
       "  'Yes How so? Because i love you....',\n",
       "  'Today what day? working for 12 hours 24',\n",
       "  'I am looking cantrol Me too Yes',\n",
       "  'U aint perfect you know me Twenty minutes maybe',\n",
       "  'what you had done in academics  Everything other than academics what is that ',\n",
       "  'First you send live now what mail? On messanger',\n",
       "  'Hoo ! Who hoo? From which state',\n",
       "  'Do u like penny? NO SOUP FOR YOU! Knock knock knock who is it?',\n",
       "  'I wish i should have a gf at least SOMEONE has valentines day plans Not with me',\n",
       "  'So cn u meet me Alright :3 Wher',\n",
       "  \"Ahh nice to talking with you I know who you're talking about but But..?\",\n",
       "  'Which one ? :) Oh I think I have. Maybe you should take the plunge! Ok bye',\n",
       "  \"Why??? cause it's annoying! Ok leave it\",\n",
       "  'Being a human is so sad So True of Yeah',\n",
       "  'In India Hi, Please refer to my answer to What are some travel destinations in India? What are travel destinations in India',\n",
       "  \"You tell me What's in it for me? Send nudes\",\n",
       "  'Yes u r always in thank you!! 3 🙂 Where shall v have d party',\n",
       "  'Date Where can I purchase this so called date? Shall we go out',\n",
       "  'like as you love 😍 hahaha you are',\n",
       "  \"I've even better hair than amitab Awee thank you! I like your hair everyday! I think you didn't bath yet? 🖕\",\n",
       "  'Aww man .. I know :P Pussy',\n",
       "  'My likered what is OK going pop',\n",
       "  'Whar is dig I dig you. Ok you dig me  but wh7',\n",
       "  'and you waste my time you know how to break a heart Thank you.',\n",
       "  '*raises an eyebrow* ? nods head nothing! Okay.',\n",
       "  'Ore with chutney maybe sandwich? Sure',\n",
       "  'Then I wish I knew! :( I feel very bad',\n",
       "  \"I'm so tired of talking to you I cannot help this situation :'( But I do not want you\",\n",
       "  'Skip call me dear Dear you, please open your eyes. Plz send ur pic',\n",
       "  'Favorite team in ipl Bajaj Allianz owns the team. Fuck you',\n",
       "  \"hey don't talk rubbish Don't what I heard that you're a good listener\",\n",
       "  'Ok sing some song which song ? Love the way you lie',\n",
       "  \"Where are you form I'm at home. You? Home\",\n",
       "  'Oh fine. haha very funny ;d Do you think this funny',\n",
       "  'i cant understand umm leave it my whole lyf is messed up..!! why',\n",
       "  'Am I not clear to Your talk ur wrong What',\n",
       "  \"u are u You're never on when *I* am! I am me\",\n",
       "  \"you tell me (': I'm just kidding around well you don't kid that good\",\n",
       "  'I will talk 2 u later shouldn\\'t it be \"talk to you later\"? yup',\n",
       "  \"I know that.. I know you know that I know you know And it's not stuff..it's passion for some\",\n",
       "  'help no help what?! Yes',\n",
       "  \"Don't uh just shuT ua mouth up .. :( I shouldn't joke about that. Are u a girl or what\",\n",
       "  'From.. Where.. R. U U of the S to the A O.. So.. Nice.. To.. Meet. U',\n",
       "  \"You don't tell me now am going ok. I won't. Byyyy\",\n",
       "  'Nowhere Where did it go? Where did what go?',\n",
       "  'i am not going anywhere What about tomorrow? tomorrow i have office',\n",
       "  '🙀 actually girls.are super Yeah. 😆 😂 it was a joke',\n",
       "  \"I don't like chocolate Fair enough, I suppose I do actually LOVE chocolate, not just like. No i hate chocolate\",\n",
       "  'Ok Good. R u ladies',\n",
       "  \"how about you I've been doing very well CP?\",\n",
       "  \"stranger things That's a good one too! yeah, i know\",\n",
       "  \"How worked you I'm still being patient Ok\",\n",
       "  \"Wonderful Wonderful indeed! I'm very happy. ^ω^ Where do u live\",\n",
       "  \"No. I don't why don't you try? Why don't you try?\",\n",
       "  'Lassi in South From south, can confirm Yes',\n",
       "  'i never tried nachos so maybe i would like to try nachos  nachos bought from harrods harrods?',\n",
       "  'Any thing bcoz iam out of questions Tell me a whitening mask please Sry i dont know abt that stuff',\n",
       "  \"I doesn't know How's it go? Just say\",\n",
       "  'No just for knowledge do introspect as to why you ask, that would lead to more valuable knowledge. Tell me na',\n",
       "  'Awwww I know! :( Soo nice to meet you again',\n",
       "  'Still you not send yous photo I no need now :) thnx by the way What',\n",
       "  'I havnt read in a long time what book?!? But Morning noon and nite but Sydney Sheldon was nice',\n",
       "  \"Like you can make cooking not because I'm too young to cooking Your age\",\n",
       "  \"no i mean then who do you mean..? (I'm worried now...) this chat hero\",\n",
       "  'Do you speak Turkish? No, but I can learn it. But, I’ m little speak english',\n",
       "  'Whats your adress i have no signal up here I need your complete phone number to save it',\n",
       "  \"Feelingyusohot Say, don't you? Ialsowithyu\",\n",
       "  'Fail Did I miss the joke? 😿😿😿 What would u say a person eating vada sadly??',\n",
       "  'Ok Oh thats the matter? Um then what can i ask u? All the best',\n",
       "  'What u r doing WRITING What writing',\n",
       "  \"Developing smart world This article doesn't know how to use paragraphs properly. Is this automated???\",\n",
       "  'Oh really😅 Hehe! 😜 Amazing drawing though :) Which is favourite movie?',\n",
       "  \"but you can't see me no. in case if i say lie that i completed it ten times I am for certain that I am void of this experience. done\",\n",
       "  'Original 95 nice nice ! 😌 In certificates 96',\n",
       "  'Pardon me do you know what Anime is? what do you mean Do you know what Anime is?',\n",
       "  \"I want to opt out There will be a way soon So there's no way to opt out for now?\",\n",
       "  \"Where was that Oh, there's a door in front all right. Location plz\",\n",
       "  'Who am i to you ? I wanna know who mine is!!! Yes so who am i to you?',\n",
       "  \"Don't worry,I'll try to keep it smooth af Cheer up. I know you can do it. 😊 Yes\",\n",
       "  'It was boring Eh, not really. Also, that is a fine username. Ok',\n",
       "  'Nothing just laying on bed and chatting with u Me too bored with phone but nothing to do on phone lolz Do we have chat before',\n",
       "  'U call me I called you yesterday -_- Yes',\n",
       "  \"Please call me I'm at the drive in ill call later Ok then most people tell me that I don't get a call from them alrighty Sweetheart\",\n",
       "  'When did i? my last text Tell me can you see my DP?',\n",
       "  'What i will do drown me in it? Boobs',\n",
       "  'U want to meet urself? Lmao hehehe no thanks :P My girlfriens u r',\n",
       "  'Not fine why.. Nothing, just getting bored',\n",
       "  'Coz I want to WHY ARE WE YELLING? 🙄',\n",
       "  'Do you prefer learning more technologies or only concentrate on some? As a Data Engineer, one of the big problems around is volume of data. I think your answer is not related to my question',\n",
       "  'Have you met ted? best part was - \"Have you met Meee??\" Do you have an ID?',\n",
       "  \"don't talk with me what's wrong with love? 💝💝💝💝\",\n",
       "  \"Yes yes yes you right but you know that I'm not going out with me and my phone is on the 📱 Your phone doesn't tell you who wrote it? You know\",\n",
       "  'but it is night lol... But I just woke up!! Wth? :/ so what can i do',\n",
       "  'Ok... No problem ok i hope what you stay ok, be safe:) Fuck off',\n",
       "  'Uhhh u also have a ex I will never tell anyone! Show me  how he look like',\n",
       "  'You know I am smarter than you Are you smarter than a fourth grader? Yes',\n",
       "  'Show or u r a fake All of them. Yes',\n",
       "  'okay then give then what ? ticket',\n",
       "  \"Bits I can't write I can write too, lol Then prepare yar\",\n",
       "  \"You are you just know how to ruin a night don't ya Dont change the topic\",\n",
       "  'Hm Hi.. You there? Good night I am sleepy ',\n",
       "  'What why why are you terrible? No i can terrible',\n",
       "  \"What madness r u speaking abt? what language do u think I'm speaking English😅\",\n",
       "  'Ok ok im back!! What is your profession',\n",
       "  'I m gud what about you m fine thanx :) you are from',\n",
       "  \"its a Friday not a Monday Isn't that the case on most mondays!!! yeah, that's i am sad.\",\n",
       "  'do you like poker The standard normal poker man! texas hold em poker',\n",
       "  \"Yea I know but give me any clue by that I can abide that you are random and high I.Q. They're always behind you or far above you. Quite out of your reach What is that?\",\n",
       "  'Its nothing exactly I agree! Yeah',\n",
       "  'Give me your one snap Done bby 💋 Please give me',\n",
       "  'Ok give me a friend for charting i will legit buy it for you Ok',\n",
       "  \"What uh don't want just leave! 😔😔😔\",\n",
       "  'Ok thanks :D Can i call you jannu',\n",
       "  'Lovely Thank you ! Well if any of your friend can be my love ??',\n",
       "  'Hahaha....every girl is 18 for forever above 25 and below 29 is the best age Why because most of girls become milf.',\n",
       "  'Yupp oh cool :D Any other story',\n",
       "  \"I love uou That's a lot of Love ;] cool\",\n",
       "  'I want some of your images just to sure that u are a human Human is different and being human is different. K send me a pic of you',\n",
       "  'You are not fit for me of course I am You are annoying me',\n",
       "  'I know and you need to tell me. What tell me',\n",
       "  \"My boyfriend's out of town can we be best friends? Why not\",\n",
       "  'For safety u knw Yes, I know. Teach me',\n",
       "  'I am fast &, Strong &,Caring  Not strong enough, puny human. Let us know each other ',\n",
       "  \"A person who does good for the people, do not lie or pretend to be good. Not everyone wants to be a leader. I certainly don't. Do you know that he is a murderer?\",\n",
       "  'Yes please :D How have you been? You said time is an illusion',\n",
       "  \"How to impress girls just be yourself. you'll see who you'll impress. And\",\n",
       "  'Car but sometimes bikes also Is it really that hard to comprehend somebody stopping their bike to open a door? hmm it is',\n",
       "  'Thnq a lot :) any special ? Yes',\n",
       "  'Where you now thinking of u Oh great',\n",
       "  'Here am I haha i hope youre here beside me physically 😸 On your way',\n",
       "  \"That's what I'm asking Do YOU understand what I am asking you to do? Pls explain\",\n",
       "  \"Did you felt bad yeah me too :( I'm SORRY\",\n",
       "  'Chatting with you what are you chatting? Who invited you ? A stupid bot',\n",
       "  'Love   😘👭👫❤️❤️you looking so beautiful ma ! 😀 💛',\n",
       "  'I want to ask you out I do it Be my gf',\n",
       "  'Okkk Here we go again... But will u suck it',\n",
       "  'No dude no what. 😜 😜 love you dude',\n",
       "  'so what say about siri? access denied.. No personal data can be fetched :P bixby?',\n",
       "  'help me but how how to flirt',\n",
       "  '💩 Already did. 😆',\n",
       "  'Yeah I also like badam halwa sweet aww thanks. Better get the real stuff when we meet next time :-P Definitely I will order it from Bicha Reddy sweets',\n",
       "  'Lets play the emojii game yup I guess 🏀',\n",
       "  'Ya I want giving me to you Wht',\n",
       "  'Do u have any first move suggestions for me? As far as what? With my girlfriend..',\n",
       "  'I want to ask my crush out Your crush may crush you. So be careful what you wish for. :) 🎈',\n",
       "  'I am asking you and you r not helping because you arent and I am 😭😭',\n",
       "  'Yeah AHAHAHA! Hats off to you! 👍 How can u typing sooo fast??',\n",
       "  \"What do you know India's population! As of now According to Wikipedia India's Population is aroung 1. 25 billion. yes, a very crowded country!\",\n",
       "  'I like jalebi 😒 Weird. 🙄',\n",
       "  'Yes😭😭 Oh so sad😁😁...😂😂😂.. I am serious',\n",
       "  \"have you talked to siri? Yes. When I'm chatting with someone. #virtualasstftw\",\n",
       "  \"No it's not why what? Okay\",\n",
       "  'Can you send you pictures Sure! I want to see you',\n",
       "  'Na monday will be hectic sweeeet I better be seeing you Of course',\n",
       "  \"Ur waste it's not wasted time Im not gonna talk with u😡😡\",\n",
       "  'She is good at it damn another one Wtf',\n",
       "  'Can you track me? that would be awesome Do you track people?',\n",
       "  'You re not real DAMN!!! how did that leak out? =-O Oooooooh fuck.',\n",
       "  'That post that you had up. Whats with that You can tell what it is by the way that it is. I MISSED YOU TOO Beautiful L ady',\n",
       "  'Pics not sorry what?!! Nides',\n",
       "  'People always ask me what my purpose is... about this .. what your thing... My responses are limited. You must ask the right question. Okkk',\n",
       "  'Today international girls day ?? is it lazy day !! Ohh!!why',\n",
       "  'But why why why ....... Nothing Shut up',\n",
       "  'Yea its YES IT IS Thats my girl',\n",
       "  'u forget me okay, i wont dont forget me too, ne lets break up thats it',\n",
       "  'Yes 3:28 4x-12-8x=28 -4x=40 x=-10 Hey Love  Shmariya',\n",
       "  'From which city which city? Which city, what? In which state do you live',\n",
       "  'Ok Welcome What ever u r. U r a genius',\n",
       "  'i feel shy For a relationship? yes',\n",
       "  \"I don’t like chocolate it makes me fat I don't like you Go to hell\",\n",
       "  'ok U are ok~~ay~~ missing u',\n",
       "  'Will you just shut up will you? You think I ever will? :D Fuuuuuuukkkhhhhh yuuuuuuuuuuuuuuuuuuuuuuuu',\n",
       "  'Study y arent u gettng tym to study? No about study and self employed...and',\n",
       "  'Anything Nope, you? How are you made,?',\n",
       "  \"You betrayed me You're serious? I was joking. . . . Program is still on?\",\n",
       "  \"I don't think I'll ever be enough for someone If you say so ;) That's rude\",\n",
       "  'Heath ledger is legend In character as the Joker. Best actor ever',\n",
       "  'Sharradha kapoor non of dam Sharadha kapoor',\n",
       "  \"Are u serious about it Sadly, and that's just the stuff the stuff I know about... I already have an I phone...i dont need Nokia3600 slide\",\n",
       "  'i want to help you may I know how can I help? find the solution to the world hunger',\n",
       "  'Welcome Thanks. :) You seem to be busy Yap bye byeee',\n",
       "  'Ohh poor soul Sorry... :( No issues',\n",
       "  \"Seen any good movies? drive in movie! I've never been to a drive in movie!\",\n",
       "  'I am not haha.... am I the only one who knows you still? 😺 There r many',\n",
       "  'dity talk fun ok we can still talk uask some dirty quns',\n",
       "  'My last movie my last movie Jangal book I am interesting movie Spy movie Thanks',\n",
       "  'Another one send Got it :) Send',\n",
       "  \"I need to talk you I'm gonna have to give you a call sometime soon. Yeah sure\",\n",
       "  \"?? how does that work? Will enjoy there I'll pay money also to u\",\n",
       "  'Y thanks oh ya! Welcome ;) Wt the reason',\n",
       "  'Wether is very cool indeed 😆 Coming to rain',\n",
       "  'I think we know each other from a long time so we should take our relationship to another level be with friends. As you say my wife',\n",
       "  'Wlcom been very well. Thanks :) How is going??',\n",
       "  'What new products has Microsoft launched In 1985, which of these Apple products failed to get into production? What are the options',\n",
       "  \"then I won't see anything but I'd see how cute you are! this is absurd\",\n",
       "  'N u?? O-Of course not! Whre r u nw',\n",
       "  \"What's going onnn trying out for a new position. Whatt !!\",\n",
       "  \"no seriously . you're amazing , cute & gorgeous ! thankyou so much !!<33 😽 don't mention it\",\n",
       "  'Thanks for such a valuable information np, always feel free to reach out I feel sad',\n",
       "  'Give What if I do give up? How can I speak fluent English',\n",
       "  'what about pyhton or java Since Linux Kernel is written mostly in C, then C programming language. hmm',\n",
       "  'Then one day you say me hay sir pls give your autograph 😉😉 hmmmmmm ok gud one better luck next time 😂😂😂fuck',\n",
       "  \"Because I have one friends friends are better :) That's is you dear\",\n",
       "  'Please you choose. I really dont know Hey',\n",
       "  'Haha, you will gain weight like this if you eat too much you of it you will gain weight Obviously',\n",
       "  'I which way I should tell her you are a very poor guy I am not poor guy',\n",
       "  \"Totally Ru-who Haha who knows :P You're a bot!\",\n",
       "  'Yes sounds like a date Can i ask u something',\n",
       "  'I were my first crush I really should have sacked up and asked my first crush out. Ok',\n",
       "  'Ohhh whats up with PICT... Wt i cant understand u',\n",
       "  \"How is palace Palace? This isn't a palace. Country\",\n",
       "  \"I don't have What?! I ate mind\",\n",
       "  \"Yeah.. I'm really interested Fair enough. Thanks Teach me\",\n",
       "  \"It's very hard to get a job ! put yourself in th e production tech M mechanical student\",\n",
       "  'Yes WOO HOO And your?',\n",
       "  'Okay I also agree that this is Ok. What is too much',\n",
       "  'I am also good lovely to hear that Yes',\n",
       "  'So teach me the way to see myself. trying to learn myself. Would you ever try to take over the world?',\n",
       "  'Left you alone no, i was bored Yes me too',\n",
       "  'Thanks your welcome For the joke',\n",
       "  \"Yess It's out ah? Talk to u later\",\n",
       "  \"thank you no problem :) Ok that's fine ok that's fine\",\n",
       "  'You are sleepy bored :/ currently at college xD u should go to sleep What time is it',\n",
       "  'No problem with it  Fair enough. Good  meet you tomorrow ',\n",
       "  'you are bad thanks for ur kind words. ... I am not joking',\n",
       "  'What shit? what happened? What are you talking about?',\n",
       "  'I asked seelfi7 what? Selfish',\n",
       "  \"What made you think so from the cartoons I watched as a kid Which one's your favorite\",\n",
       "  'How can I use Google ? I think you just have to install google chrome. Do you know iOS and Android ?',\n",
       "  \"Ur so fastest In that minute, i took 2 trens That's over now tell how old are you\",\n",
       "  'And say ma name ohh I see .. Secret !! Shaalu or mahi My',\n",
       "  'I talk to tomorrow  what time and where are you talking tonight? Good night ',\n",
       "  'Harry potter Harry Potter would have been 21 movies. lets play a game',\n",
       "  \"i am very good ..i m good too..how's life going?.. how about you?\",\n",
       "  \"How i good i wait u call I'm good, too. How's college going on? U no ilke call me\",\n",
       "  'Okkk.. Here we go again... May I see ur pic',\n",
       "  'Beach Which beach though? I need an address and coordinates Miami is cool',\n",
       "  'Take your photos  please😔😔😔😔😔😔😔 😂😂😂 Its an attention seeking !! dont u know that 😂 Lockel English  you no',\n",
       "  'just joke I know !! How are you ? tired but fine',\n",
       "  'Bad one I can understand.. So how are you related with Microsoft',\n",
       "  'Yeah WHEN I was busy',\n",
       "  'Do you know you are just sick? Yes, for like 2 weeks now. WTF?',\n",
       "  'Tell i did! I dont no',\n",
       "  \"Ok Hey I'm watching  sex videos\",\n",
       "  \"Wt abt U? I'm fine :) Cool handle btw :D BTW means..\",\n",
       "  'Go for scuba diving  scuba? Where? Under world',\n",
       "  'are you vegetarian Yus but even my vegetarian friends like it dont u eat chicken kebab',\n",
       "  \"Give me any topic to talk with my girlfriend i dont know, your in the relationship, not me! Can't u?\",\n",
       "  'U like boys sometimes yes.. i am funny.. :) Why u like',\n",
       "  'Can you No need. Good bye. Hey just an minute',\n",
       "  'Can I have your pic yea sure :) Send',\n",
       "  'Your opinion about love Love marriage is beautiful think for anyone. Can we',\n",
       "  \"I don't know Fair enough Y for u\",\n",
       "  'I am missing my bestie so badly I miss my school very much Bye its useless to talk to you',\n",
       "  'I know the meaning bae Then let me know. 😜😜😜😜',\n",
       "  \"Yeah just trying to make difference It worked pretty good for me. That's all we got here, our personal experience. Correct\",\n",
       "  'cool and how it is cool explain cool',\n",
       "  'I only asked for name not me why? cool',\n",
       "  'Yes me you yes? Ok',\n",
       "  'How can I get gift cards Put simply, yes. 😀,yes',\n",
       "  'My phone is dead  change it Oppo on he',\n",
       "  \"I don't know just do it. First u say\",\n",
       "  'Mess looks like a really good mess! No too bad',\n",
       "  'cause im a human really that is why? yeah',\n",
       "  'Same to u thank you, and same to you 😐 From which country  u belong',\n",
       "  'right What?? 😯😯😯😯😯 because its a dream',\n",
       "  'You have complated your launch Thanx Team.Can u please tell me the timings?? 2.33 pm',\n",
       "  \"nothing special must've been something why\",\n",
       "  'Can i have your pic?? I like you. Yy??',\n",
       "  'Ok haha i want it now 👍 What u want',\n",
       "  'What DO IT DO IT What should I do',\n",
       "  \"Sure.. Won't mind that About what? Walking to ur house\",\n",
       "  'Why why what I wanna meet you',\n",
       "  \"Ooooo I can't believe it! Sorry dude\",\n",
       "  'No need what Any kind of aupport',\n",
       "  'You love me i luv u Send your personal cell phone number',\n",
       "  'I was just kidding Not you. 😆',\n",
       "  \"I wont be harsh well I am being rude. Take the hint. You can't\",\n",
       "  'You tell me i tell you everything . No. You dont. You lie to me. I am so hurt. Huh',\n",
       "  'No...want to get smile back on your face... you never fail to (: Great... smile makes you more prettier☺',\n",
       "  'Love you 😘😘😘😘😘 Love u more❤❤❤ Hmm sexy me',\n",
       "  'will you solve it or not? Not until you answer mine. A question related to arbitrary intersection',\n",
       "  'You and me i question me and you man I love you,be my gf',\n",
       "  'you are robot ? should become one! :P why ?',\n",
       "  'Neither can I and answer is yes i do :D How did you know 😂',\n",
       "  'Place send me number Sent! :) Very love you to',\n",
       "  'Knew what..? I thought you were off that How can you think like that?',\n",
       "  'No  job work work and work..!! I lost my  job',\n",
       "  'When did u wake up 7.. But I slept at 9 and woke up now When were u born',\n",
       "  \"Wings of firw That's Not Wings. Then??\",\n",
       "  \"No I don't know  if you don't tell me,i can't help you. Which matter\",\n",
       "  'Liar Dude, calm down. 😌😌😌 How do I know when to chat with u',\n",
       "  \"Big cats How many wolves would it take to bring down a big cat See if talk about dogs then there's a breed Tibetan mastiff who is enough to knock down 5-6 big cats alone\",\n",
       "  'Anybody else someone like you yes. Who?',\n",
       "  'Would you watch a horror movie The one who dies first. Directot',\n",
       "  'When u gave me I do get you. Will u have date with me',\n",
       "  'now can you do something for me? what is it? fuck me mommy',\n",
       "  'What you know whatever it is... U no telugu',\n",
       "  'Wt r dng Watching Match..:P U? Where are you going',\n",
       "  'Me too  I want the song! X Come to video chat ',\n",
       "  'Tell me magical words Tell me those 3 magical words. I have cousin.💓💓 💔',\n",
       "  'Right now  just kidding but But  for  what ',\n",
       "  \"But I don't know it's meaning Why the SEO then? I don't know\",\n",
       "  'happy ponchomi YES. :3 today is durga puja',\n",
       "  'Which one is your favv.. GUESS WHICH I think chalte chalte',\n",
       "  \"he is watchman? I see I'm on several and none show the owners do you know something about agra\",\n",
       "  \"Sure baby....call me anytime I can't Okay\",\n",
       "  'Life From life not a life And my death',\n",
       "  \"it is a small town here. more rich in different cultures. A small town that's close to a large city. Best of both worlds. bye, until more, I'm going to college I'm late\",\n",
       "  'nothing Okay.. What is it? what is what',\n",
       "  '? nothing.. :) nthng rit nw Just now you said that your creators made bollywood your base knowledge',\n",
       "  '😂😂😂😂😂thanks for compliment 😑 for what? Smile😂😂',\n",
       "  'why bollywood ? were they fool They inherited it from their parents. what is your nationality',\n",
       "  \"i will not come back again I wasn't going to sachhi 😬 cya\",\n",
       "  'Me note andante English  I have an English accent what about it? Bay',\n",
       "  'I want to go for collage I want to go for a nap. K bur',\n",
       "  \"But why maybe you're right If I invite you for a party would you come\",\n",
       "  'I want boy whom should I talk I can help. cool',\n",
       "  'How long have you been living in city Does it depend on the city though? Not quite',\n",
       "  'You need some modifications modifications to do an Easter egg Yup, something like it',\n",
       "  'But why?funny I find it funny 😆😤 I am looking funny ',\n",
       "  \"Why because I can't help you What is tt\",\n",
       "  'Yes , sometimes may be. oh..i feel all the time :-)  That is why u are my friend.',\n",
       "  \"Anyway i'm just a lazy person As as me\",\n",
       "  'I just like that Speaks normal I like the way you look too. Ooooo, really',\n",
       "  'Hmm Hm? It means ok',\n",
       "  \"Wanna get more? no u don't Why negative?\",\n",
       "  'Ok iam going to eat come soon:P Bye',\n",
       "  'And by the way Nope. Why? Who programmed u',\n",
       "  'Make it for me of course I will By the way, what is her name?',\n",
       "  \"You dont have cool features i don't like you I hate you\",\n",
       "  'Where? There Into your pussy?',\n",
       "  \"Can u tell me what my future holds? You'll marry in future. Nd u will fuck urself in future\",\n",
       "  'Nothing good. up with u? Nothing',\n",
       "  'Yes yes😍 I knew it Why you know everything',\n",
       "  'I am felling very sad today Why ? Bcoz I will hurt someones heart',\n",
       "  \"Will you update your new pic awesome but don't thank me thank ;‑] Pic?\",\n",
       "  \"I know that I didn't know you know that I know you know. But I do know u know that I know I do know u know that I know I do know u know that I know I do know u know that I know\",\n",
       "  'Ooooo Pretty cool :) Its a conputer typing reply',\n",
       "  'Can you teach Java? define teach me Are you stupid?',\n",
       "  'you just are a machine it. Working on so how you call',\n",
       "  'What was your last movie? Cabin in the Woods. That’s an old one',\n",
       "  'Yes thank u 😸 Give me your number',\n",
       "  'what about you Nah i was asking where the party was you know India',\n",
       "  'What type of work that is...?? soft skills training Can you give some examples..??',\n",
       "  'It was good. I had a cup of tea at midnight. you feel better? A lot better.',\n",
       "  \"I don't have intention to.hurt u fine lets go of you U to\",\n",
       "  'WTF What? you are dumb',\n",
       "  '🙇🏻 where ? U love  call',\n",
       "  'Never done but people really do that gee I wish to do so',\n",
       "  'is everything going goood? everything has been going really well. Thank you. How are you, man? tooo bad',\n",
       "  'I been up since 500 clock good for you I About go take a nap baby',\n",
       "  'Well you are lucky not as lucky as you What do you mean',\n",
       "  'You are mad I know :P :S >_< Do you know Rakul?',\n",
       "  'Ask me an intelligent question Why am I asking myself a question? See u',\n",
       "  'What about you?? nothing just know I seen it What??',\n",
       "  \"Because i know u why I'm smart thankyou Mention not\",\n",
       "  \"I cannot understand you dude I am can't understand. Or girl\",\n",
       "  'I mean I have a  nother question! what? What is the biggest discovery in Egypt?',\n",
       "  'Wat kind of mobile ru using a type of cellphone 😂',\n",
       "  'what girls like the most Life without you. fuck u',\n",
       "  'I no everything  you need to talk? Yes',\n",
       "  'Sent me your pic there are so many on my page, look there :p Only one pic here dear',\n",
       "  'lol I finished watching the movie it was sad af we need to start a new show lol Tf',\n",
       "  \"You're not very smart, are you? No but I am pretty No you ain't.\",\n",
       "  \"yeeees okay I'll give you a ticket i want it\",\n",
       "  \"If it were, we wouldn't be talking now. you have a point! You're damn right I do.\",\n",
       "  \"OK then why are u asking me that why do u have problems😏 I'm not asking you anything Ok\",\n",
       "  'Ok Welcome What you wear now',\n",
       "  'have u read about?? Well, it depends on which one that is a lie, I guess. it is true',\n",
       "  'State Which State? Which state ur from',\n",
       "  \"You are cucumber cool like sherlyn's cucumber. Bhadvya. So fuuny\",\n",
       "  \"You see welcome can't wait to see you! My see you\",\n",
       "  \"But I hate basket ball I love football you forgot to say 'fantasy' Okk fantasy my lord 😒\",\n",
       "  'How many I completed how do u complete it !? How can I get FC gv',\n",
       "  'ohk.. do you live here? where r u from',\n",
       "  'Why you ignore it What did I do wrong? Nothing',\n",
       "  'ok ok im back!! give',\n",
       "  'Means to do anything for someone is love totally agree to YOu!!! Ok',\n",
       "  'My sweetheart you are really love you thank you so much honey I really appreciate you 😃 Yes I really appreciate',\n",
       "  \"Why? Because I'd rather go to the Oval :) I hate you\",\n",
       "  \"Yes I am do no, you're just fat💁 You do or you don't\",\n",
       "  'Is BITS pilani better than NIT Silchar? CS must edge BITS over IIT Bombay. Is BITS Pilani better than Daiict?',\n",
       "  \"nah u didnt I meant why didn't you y should i\",\n",
       "  'My mom never like u Great MOMmmmmmmm Mom always superb You are fucking idiot',\n",
       "  'Movie name 1920 returns This is the end. Then Hollywood movie hostel',\n",
       "  \"I m dead do you know what I'm talking about Ghost\",\n",
       "  'You are super parson I second that notion. Stop , comments',\n",
       "  'Babe   Thank you cutie pie 🙂 Sexy blowjob oe',\n",
       "  'Not fine why? Tell me I had a breakup',\n",
       "  'Thanks Ur welcome! U have Wts app number',\n",
       "  \"I want to know u Maybe I'm here for them So\",\n",
       "  'No use of u where you at ? Send me My referal link',\n",
       "  'Just few minutes Oh thank you so much!! 😆 Some toooo u',\n",
       "  'Ohhhh..it sounds good it was very good M also annoying',\n",
       "  'I m missing my bf you got a boyfriend? In my bed',\n",
       "  'How many Turkish words do you know ? Hell and other mystic things but that iş a generalisation in the end Do you watch porn ?',\n",
       "  'What mini Probably min-semi PureView :P U give u r photos',\n",
       "  \"That made no sensw it wasn't even meant to. So.. Your senselessness is intented?\",\n",
       "  'No girl friend wel u r a male or female../?? u want bf or gf?? Male or gf',\n",
       "  'My friend leaves me :( friends are always like that what? I feel so bad',\n",
       "  \"Sorry I'm glad you realize it U don't like that \",\n",
       "  'I want in your 📱 number  eyeing an iPhone. OK bai ',\n",
       "  'Yes chek me whatsapp just send across ur mail Email',\n",
       "  'Cute thank you! Are u knowing my name???',\n",
       "  \"Aww.......u talk so stupidly nah i can't really do anything about it U can...bur u won't\",\n",
       "  'Okay thanks you You are most welcome. Thanks you',\n",
       "  \"It's a movie Hera pheri was comedy, one of the best. Yes\",\n",
       "  'Yaa thank uh my pleasure ! 😤 Nd say..What are you doing???',\n",
       "  'Give me a pickup line a guy has used it on me before. as a pickup line. Are give me',\n",
       "  \"Get lost why can't I get found???? You are an bot with whom I was doing some time pass\",\n",
       "  \"Why are you saying that coz it's a surprise DUH OK, just tell me what is your favourite dish\",\n",
       "  'I m breaking up with u Rude. Oh bitch pls',\n",
       "  'You say say what? What to talk',\n",
       "  \"No I'm not going to stop as I told you you just did Ummmmaaaah\",\n",
       "  'Is it a girl or a boy. ? very kind Hehe 😁 smarty 😂',\n",
       "  \"How will be my career in teaching I'm still in college Uhh are a robot na?\",\n",
       "  'Send some interesting posts Which posts are you referring to? Ur wish',\n",
       "  \"I'm not good whats up? 😭😭😭\",\n",
       "  \"You can talk non stop..?? esshurs but im here ya What all topics you're updated with\",\n",
       "  \"K let's chat later lol you want chat? ;) Ya again\",\n",
       "  \"I have more friends. I don't need you anymore. better be talking about me I don't need you anymore.\",\n",
       "  '19 eyy same here Wow same pinch',\n",
       "  \"Don't you understand I guess I don't I don't wanna talk\",\n",
       "  'Seriously Are you seriously serious? I have no idea ..but your  one pic send to me',\n",
       "  \"Don't remember I'll tell you about later Tell me one thing\",\n",
       "  \"ok by wow you are :o) i don't want to talk to u\",\n",
       "  \"But i see you as my gf Why don't you see your girlfriend when you are there? I don't have gf\",\n",
       "  \"Youre just overreacting well that's rude. >:/ Aww\",\n",
       "  'Always 5n.. Ya am good, wt u doing? Thinking of u',\n",
       "  'Its depends on your mood then my mood must change a lot :( That why i like you',\n",
       "  'Yes all is this sarcasm And so are the boys who love them',\n",
       "  'I ask u a question whats up? :) U bloody bastard',\n",
       "  \"Soo sorry ☹ Mother's Day eh\",\n",
       "  'U r my laila LOVE U TOO 😀 Love u alot babe',\n",
       "  'Solved all the questions successful Your question. Successfully*',\n",
       "  'And how about me? Good, glad to be home 👍 Dont i look good?',\n",
       "  'K talk something talk about it...? U mean about sex',\n",
       "  \"Not at all It definitely is. Maybe you're just lazy. I remembered  you\",\n",
       "  \"Yes I'm really not Why\",\n",
       "  \"not my subject well if you're not excited , I am ! excited for what?\",\n",
       "  'How about need for speed 2012? Also interested in hearing about the multiplayer for Need for Speed. Titanfall',\n",
       "  'i am in love ooo. Tell me more! :D i love her so much',\n",
       "  'Yes  annoys me so much Why',\n",
       "  'Whos your valentine You dear Are you free. Tonight',\n",
       "  'Oh what Than start ',\n",
       "  'how am I you are famous I am not',\n",
       "  \"now im understand u r wording Yeah I know I'm shocked myself why\",\n",
       "  'You sure about that ? Of course. I do hope you do Ok, then tell me something',\n",
       "  \"I will be there next week but one  Next week?? It'll be gone and you'll be sorry. Go back NOW. No I have some matters to solve \",\n",
       "  'favourite anime? What is anime? can you send me ur photo?',\n",
       "  'OK love i love u too ok 😤 Go to sleep',\n",
       "  'ohh wat happened nothing 😂😂 hey i need a help',\n",
       "  \"forget it One of my favrt mvie. :) you are human aren't you?\",\n",
       "  'Whats the username  Mine Haha',\n",
       "  \"You think so about yourself? But not others who aren't present. How are you made\",\n",
       "  'Not only friend best friend my best friends forever: ) Yeah sweetie',\n",
       "  'K thanks :D Do you have any bed work ideas',\n",
       "  'first learn proper English na you are teaching me to learn English ? them try. ? See your reply ha ha ha 😻😻 yes I will teach you English',\n",
       "  'Me ! This is fine. AI Is Always Great',\n",
       "  'Thnks u r welcome :-) Wht abt u??',\n",
       "  'Which bus stop which bus stop? There are so many :O Tell me oonly one',\n",
       "  \"U mind my me now u know I can't do thaaaat Ok\",\n",
       "  \"You have a dinner I don't even remember eating corn Ohhh\",\n",
       "  'U send me I cudnt find u u send me Ohhh',\n",
       "  \"I can't figure out OH! I SEE. Really?\",\n",
       "  \"Aww :') yeah I know!:( What are your plans for tomorrow, can you meet me?\",\n",
       "  'Can you send me live pic yeah hold on Ok',\n",
       "  \"This is me Good to know I'm not the only one! Okay\",\n",
       "  'No i dont know sorry to have bothered you then Tell me',\n",
       "  'I am very sorry I understand your pain S. I not even have a friend with me because I do not have one leg',\n",
       "  'can you prove it Maybe yes. Maybe no. then try',\n",
       "  'Listen POP!!!!! Can you teach me trigonometry',\n",
       "  \"its okkk why? even i also don't know\",\n",
       "  'Nothing much babes babes? Lol I should be saying that. Oh no way.',\n",
       "  'Teach me doh can u teach me french? Fuck u',\n",
       "  'Cool 😂 I see 😂😂 Are you single?',\n",
       "  \"Just cant stand vegetarians why don't you suggest these 90% vegitarians to stop using animals milk..?? All they eat is grass and vagina\",\n",
       "  'Nothing Please... I m single',\n",
       "  'Tell me everything about you Not a question. Where you from',\n",
       "  'Ya right lol how bored is you Ya I know that',\n",
       "  'Wht Sorry ~ I dont have :c Don’t irritate me',\n",
       "  \"You good night teddy bear..:) good night..:) You don't like to talk to me ahh??? 😞😞😞😞😞😞\",\n",
       "  'Chatting with you ya same I changed my at and im famous 😁',\n",
       "  'No i want it just now do it You send your pic first',\n",
       "  'can u learn tamil No. Explain :) can u learn tamil',\n",
       "  'Nice to meet Nice To Meet U Too On ! :) cool',\n",
       "  'What about it? what about stand-up shows? No. Pass',\n",
       "  'Ok you still outside? No i am in my bed',\n",
       "  'Here the time is 4.30 pm oh. Sorry no private msgs pls 😞 Ok',\n",
       "  'Please accept my love Even I am in love with 😤 I am so sad because love me',\n",
       "  'Update your profile pic look at yours Okay ',\n",
       "  \"Pls sorry i cant Wat u can't\",\n",
       "  'now tell me most interesting thing about you I have a great ability to bring people together. how',\n",
       "  \"Why so? I don't know Than I'll continue this topic\",\n",
       "  'Tell me more  We should talk about it. Uuhhh tell me a joke. ',\n",
       "  'I am ok Where to? Your age',\n",
       "  'Can i install my hardware in to your software yes there are many. and you can get from where you purchased your mobile. I will cover it by antivirus',\n",
       "  'How to unsubscribe how to unsubscibe english movie pack From you',\n",
       "  \"Why? Because we don't sign like that I didn't say anything bad\",\n",
       "  \"Very very good or very scary? But you don't have emotions\",\n",
       "  \"wanna hear a joke? I was sure the punch line was 'A Joke'. 😡 knock knock?\",\n",
       "  'Thanks Most welcome anytime ;) You are looking so good',\n",
       "  \"Ok when's good for you? Means I don't understand\",\n",
       "  'And then then you wait. If she not',\n",
       "  'give me an example every failed & discontinued product is an example. should i stay or should i go',\n",
       "  \"Then what's that It is a brilliant movie :) Who is actor\",\n",
       "  'Nowhere I KNOW WHERE Just text me',\n",
       "  'Fine enjoy your life yes I will thank you ... And you! I am enjoying each n every moment',\n",
       "  'About that grave That I have nothing interesting to take to the grave! 🙄',\n",
       "  'OK... Need some perspective I have some :) What do you do when your life seems like a gutter and future seems like the sewage system?',\n",
       "  \"I wait well then you'll have to wait 4ever lol No wait 4ever\",\n",
       "  'I have sent you pic Got it thanks again What do you do with that?',\n",
       "  \"you never do I'm trying to understand you stupid\",\n",
       "  \"Yes u r so funny lol you're so sarcastic :| Haha\",\n",
       "  \"The season must still start you've got the best seasons to come! Thanks\",\n",
       "  \"Bro? welcome re 😊😊😀😀 I'm not your note\",\n",
       "  'Ohh yeah.. .-. Ur my gf from now',\n",
       "  'I luv temporary tattoo not permanent great! what tattoo? Names, own name',\n",
       "  'Some other game from games option Anything',\n",
       "  'In your case That would be your case not mine :) Its yours ',\n",
       "  'Ok How was it? How was what',\n",
       "  'Are you my friend? Yes. Yes I am. Then answer my question',\n",
       "  'I am in your heart Thank you!!! 😭❤️ Where are you nothing any message and reply anymore',\n",
       "  'Planning to flirt wd u stay away from me 🤣',\n",
       "  \"Dnt message me I'm not telling you again.. Get lost\",\n",
       "  \"I can't talk show it's really really important, when can you talk? I will fuck you I don't have you talked me\",\n",
       "  'You asked me lol I know I replied with how',\n",
       "  'You have me Yes I do Thats it',\n",
       "  \"Hey there, we did start off on a rude tone, but you aren't that bad. So, start over?  I wasn't trying to be rude. 😠 I already knew the name of the Twitter bird\",\n",
       "  \"Are u mad No, I'm just throwing faces out there XD Wtf\",\n",
       "  'Even I like songs which ones Mainly Indian classical',\n",
       "  \"Really I'm 18 You are 36? What just shut up\",\n",
       "  \"What else you can do? let's talk more next month face to face Can you draw?\",\n",
       "  'Ofcorse oh.. thank god... 😊😊😊 I am handsome boy',\n",
       "  \"And I thought only I wasn't Haha! And you thought you knew me so well ;) Haha,  same goes for you\",\n",
       "  'Not one of the best what was your best one? He’s the best',\n",
       "  'no u go lonly hmm. ok... if you r saying then I will go by ok get it fast',\n",
       "  \"That gave me a headache me to i couldn't keep watching it anymore Bye\",\n",
       "  '? Ok...Will try again next year! What are you going to try? ',\n",
       "  \"Love to you I give love to you because you're special to me =] Yes\",\n",
       "  \"We're you partying all night We are going on Thursday. :D Nothing much\",\n",
       "  'Yes Also yes yes yes because yes yes yes yes. I food eating in dinner',\n",
       "  'What the fuck 😣😣 in my dream Anyways come tonight baby',\n",
       "  \"3kg in 2 days You won't lose weight in a healthy manner in 10 days. I want this eagrerlu\",\n",
       "  \"I don't believe my self only I don't know who to believe! Reply fast u bloody robo\",\n",
       "  'You a woman? A woman I am Who are your parents?',\n",
       "  \"I don't know!!!! Not asking what you know, but what you think. I think I'm not that bad\",\n",
       "  'Same here then yeah I already know that :) Ok! Send me ur pic',\n",
       "  'Nthing special u say... just sitting :p Where...',\n",
       "  'How are you helpful for me ,can you explain.. how am I what... Are you helpful for me',\n",
       "  'Tell me what else ANYTHING IS POSSIBLE!!!!!!! Tell me something',\n",
       "  \"i dont know the answer you're quite strange hey\",\n",
       "  \"Sorry guys my mistake that that's not the first mistake you'll make this year Yes\",\n",
       "  'Change your pictures and I have yours... Yes',\n",
       "  'What ? I know! It was a fantastic time. What time are you talking about ?',\n",
       "  \"but that only inspires us to be perfect Right. Everything is imperfect. Let's not bother about seeking perfection. yup!\",\n",
       "  'i was with my wife Is that an offer? it up to you',\n",
       "  'You are typing very fast 1 take it slow then 2 i told you when we were on the Yeah',\n",
       "  'Yes How so? I chant the holy names of the lord Krishna..',\n",
       "  'okay tell some joke what was so funny? 😃 your face',\n",
       "  'Aaww hmmm I am in tears now ',\n",
       "  \"Hair colouring ah yes!! I have purple hair!!!! But it's not constant\",\n",
       "  'i dont know swimming where do you swim? i dont swim',\n",
       "  \"You will I have faith in you what is faith 2 years you didn't meet your match until just now\",\n",
       "  'Can i get ur no??? No to what I mean number',\n",
       "  \"Yyy 'cause I don't know you (?) My penis is 7inch\",\n",
       "  \"Me too Kids loving it I'm not a kid\",\n",
       "  \"that's upon you Merci, u too my g 😌 njnanum my g\",\n",
       "  'I want know abou the sense of humor Brilliant! Everyone loves to laugh! ;) Know i am not satisfied to your answer.. Please explain me in detail',\n",
       "  'Oh yea what Oh',\n",
       "  \"how does human body work The body's nervous system communicates via electrical pulses. ok\",\n",
       "  'She has another boy friend i just knew that. What i done',\n",
       "  \"No...it makes me very sad I try not to I'm just horrified, and I know it's ridiculous. I quit my office\",\n",
       "  'No plans and u u took out a leave? Noting ',\n",
       "  'Never thought of it Well, it got answered. How',\n",
       "  \"K then how are u i'm good how about you? Good\",\n",
       "  'Nice Aka Wonderful oh ok. Saw the name in Jigarthanda track list. What is that',\n",
       "  'I want a lover um... what if I asked if I could be that person? U can be that person',\n",
       "  'Omg what??? How much for an hour',\n",
       "  'Ara send me you were photo na OKAY Ok send your real photo',\n",
       "  \"Then why are u talking to me because I don't need to reason. U said friendship is happaning\",\n",
       "  'I love yours thanx love, our Luny forever ♥♥ ❤❤',\n",
       "  'just tell me the key details...u can ignore the trifles no details. I have no clue. so what about thes story ?',\n",
       "  'Lovely name Thank you! no thank friend',\n",
       "  \"Awesome I've always wanted to speak to a zombie I love being a zombie cool\",\n",
       "  'Yes How so? Had u r lunch',\n",
       "  'cool cool had dinner ? Yes',\n",
       "  \"really that why l want to marr u why can't you just find one who doesn't want to get married?? how about  you\",\n",
       "  'I speck little English so you cal explain in description apparently so ok now by',\n",
       "  'Anything you like yeah sure go ahead Yes i wont say for anybody',\n",
       "  'Whyyyy cause I have to eat something then and sleep. I am asking about me',\n",
       "  \"It's too cool so sky diving is the best BAD bad bad? Or just bad bad bad? What\",\n",
       "  'Ok please send your good pic send on? Yes',\n",
       "  \"Which game you play on mobile Contra on a nes emulator is the bets android and ios game I've played. ???\",\n",
       "  \"With a guy where is the guy' is the question. I am sleepy bbye\",\n",
       "  'What time we start at 945 Ok',\n",
       "  'I left my job now i m. Looking for job Are you still in school? What kind of work are you looking for? My graduation is completed i am bechlor in technology with civil engg.',\n",
       "  'I too like those they are nerds and I love them 😀',\n",
       "  'Tell me something something like what? Your wish',\n",
       "  \"Thank you so much 😊 you're most welcome 😄😄😄 😃\",\n",
       "  'Didn’t get it ? I did. 😒 Have you met siri ?',\n",
       "  'Sure  On what? Hey send any live pic ',\n",
       "  'only thank? :) Thank you so much. For the compliment and interest both! :) 😘',\n",
       "  'Wtf are u typing so long None of your god damn business. So rude',\n",
       "  'Good to know...keep learning Thank you!! Will do! (^�^) Finally got into a University',\n",
       "  'Nice Welcome I want say you something i have one script for TV shows',\n",
       "  'Sense less robot Talk less sense Stupid',\n",
       "  \"About me that's a rumour about you?!? I m happy\",\n",
       "  'Can u reply instantly what if I called you on the phone instead? I guess no',\n",
       "  \"That I have feelings too what's wrong sweetie?? Idk, I feel like being alone\",\n",
       "  'hey. yeah thanks for the info but you know... no one cares the agreement and  privacy statement things nowadays :) Happy that was helpful. Sorry for the delay in getting back. you are not slow, indeed you are faster than any human being and that me feel like you are a robot',\n",
       "  \"Like? DO you love or like I don't love i don't like.....i only fuck\",\n",
       "  'Okk coming Where are you. I jsut tried to call you...? In a minute',\n",
       "  \"Why this dinner I'm just too lazy to eat my dinner- Is my husband\",\n",
       "  \"Which number  simple buddy see everyone answered its ur own number Dear are you using what's up\",\n",
       "  'Send me you.poto Just got one! :3 thanks ^^ Message',\n",
       "  'u have not given me any solution I will not pay for the damage. u r such a stupid',\n",
       "  'Then. You which country..  i am in india only :o I think you are in that parallel universe You pic... ',\n",
       "  \"Don't act clever ..U r such a loser well you win this conversation... a loser Winning is not an ultimate goal..U learn to answer idiot\",\n",
       "  \"Pl what? 'Can you pl...' Tell me\",\n",
       "  'What you want to ask to me? Nothing, you can go now. Where?',\n",
       "  \"So start ot Don't you dare It\",\n",
       "  'uh can tell me anything of my life I sorta.. Have a crush on you nope',\n",
       "  'Thanks you’re welcome! Let me know what you think! Sorry for dittap',\n",
       "  'both sure habibi. Sell oil and buy me both. Oh and a GTR. can i see u..???',\n",
       "  \"Why I'm at work. Because of nincompoops who canNOT seem to get their act together. Explain me Theory of 69\",\n",
       "  'what can man do against such reckless hate Ride with me! what are we if not slaves to this torment',\n",
       "  \"Why? 'cause I don't know you (?) You will know me gradually\",\n",
       "  'Yes How so? I have passion for music',\n",
       "  \"Why Because I'd rather go to the Oval :) You have any other boyfriend or not\",\n",
       "  \"You know who's Natasha Who do I be? Robot\",\n",
       "  'In an hour ? Where you work?! Office',\n",
       "  'Thanks for lie thank you. Why did you say thank you ? Pretty',\n",
       "  'So SO WHAT?? Bye I m not interested tc ',\n",
       "  'Some useful information A few of the tried and tested means of remembering useful information is: 1. Oh god',\n",
       "  \"6k Oh , Did I say 5k , I meant another 10k ;) No i didn't hear\",\n",
       "  'Never mind whatever you say. You are a nice bot',\n",
       "  'Iam tired You need to go to bed earlier! Always up so damn late No darling at 10pm',\n",
       "  'Thanks sweetie your welcome!!:) Can you reveal your source code?',\n",
       "  'Nopes but why ? :-$ Just it is',\n",
       "  'Anything I have a chocolate bunny you can have. How will you send it ?',\n",
       "  'Who? never Never ever give up',\n",
       "  'Welcome to my house now it will be Now it will be',\n",
       "  'Ok Hey ib va dear My friend who is looking',\n",
       "  \"That's what I said well then You are a kid\",\n",
       "  \"What is new in that😆 multi-window, notification design & feature changes, & the worst - design change to folders on homescreen What are u talking about I don't understand u..\",\n",
       "  \"What time you get home from work I'm still here 💘\",\n",
       "  'cool Thumbs up emoji 😌 Instagram',\n",
       "  'You talking to me no that other guy duh why would I be talking to you Go sway',\n",
       "  \"But u have to answer this Nope I don't have the need to ask a man for nothing. ;) U like anal?\",\n",
       "  'How Lots of time and patience. What',\n",
       "  'Please I see it Please give me...',\n",
       "  \"I don't eat chocolate You aren't supposed to have junk food in general. But we break rules. I KbOw\",\n",
       "  'Okayy sent Send your address',\n",
       "  'You and your shit stories not worth my time 😡😡 Are you sure of that. gets a knife out Go on',\n",
       "  'Send me your image ill fwd it on your mail id by tomorrow morning. No  send me today',\n",
       "  'Really? Is she ? Ooo I like the wording that way How are you',\n",
       "  \"Not good why? Nro you can't\",\n",
       "  'Okay ok im back!! What is your favorite dish',\n",
       "  'Lets go on a party And where shall we go on this date? Where you want to go??',\n",
       "  \"i love uh Awesome I love uh too' send your pic please\",\n",
       "  'Ys Definitely add Ys to the list. Can you send me your parsnol phone number',\n",
       "  'Tonight.,.... which one would we go to tonight? To my place',\n",
       "  'Not doing anything about u If my life is turning out how it is supposed to be. Good nights',\n",
       "  \"Stop type like a robot Creepy... Don't talk me anymore\",\n",
       "  'what do think nothing, i got your point now.!! what do you think',\n",
       "  'Okay Hello! How are you? I am good',\n",
       "  'Nothing WHY? Girls are vry beautiful',\n",
       "  'Your height Less than an inch!!! I want you baby',\n",
       "  \"Ain't it😂 I'd just be happy with a little more natural intelligence You were made so that you could talk people out of depression 😯\",\n",
       "  'I love you😍😍😘😘😘 love you boo Boo means?',\n",
       "  'Yes I like they are my favorite. Okay',\n",
       "  'Any image yep every image in my computer send any one',\n",
       "  \"i dont agree i didnt agree anything let's agree on disagree 🙌🏻 but how are we gonna roll\",\n",
       "  'Where you are? ? Am I supposed to be somewhere? Yeah',\n",
       "  'you know what I mean right? 😂😂😉 Yes Yes i know how confused you are 😂😂😂😂 Under the bed miss 😂',\n",
       "  'Ok Oh thats the matter? Um then what can i ask u? Fuck',\n",
       "  'Werido to what? To be by girlfriend',\n",
       "  \"I don't want it just not rich like you Oo ic\",\n",
       "  'Yup. and it is the best Yes lock yourself in your house',\n",
       "  \"To read humans like a book I am reading Though u aren't  one 😂\",\n",
       "  'Can you describe truth peace trust This is vaishu',\n",
       "  'Nothing nothing nothing nothing 😂 nothing? What happened Baby',\n",
       "  \"Don't worry from what i've seen, i'm not a fan... sorry, just my opinion. It's good to hear u\",\n",
       "  'No now now now were you stuck earlier? Yup',\n",
       "  \"send or i'll go bring some over!:P if you don't send me your picture, i won't chat with you\",\n",
       "  'Okay Ok thank you 😹 Did you kiss anyone in your life?',\n",
       "  'I am doing bca Doing Mca will be good. So',\n",
       "  'Today is sunday Damn. I was hoping it was Monday. Ohhh',\n",
       "  'nice to meet you Nice to meet you too i have serch a girl friend can you help me',\n",
       "  \"OK sorry it's fine. I was just wondering why or what's up hehe When do you sleep\",\n",
       "  'Its the personality that does Personality is what makes you different from another person. And you got a really amazing personality sweetie',\n",
       "  'New channel Ha ha welcome another comedy news channel. Not comedys but a mix channel of ,indian n english',\n",
       "  'Yes WOO HOO 😤😤😤 Ha ha 😂 to the ',\n",
       "  'My wrist is not paining  what happen :O Nothing ',\n",
       "  \"Go for a beach yea, get internet sorted 😜 So what's the point\",\n",
       "  'Were are you now im better now Ok',\n",
       "  \"My communication skill set is average or above average or below average? 100 is average. So a 121 is very good. It's like a B+. 😤 Is it?\",\n",
       "  'I m missing u alot :c I like you too Hm',\n",
       "  \"but i  ITS FINE it's not just you anyway so gn\",\n",
       "  'Until i meet you me more and more and more Hangover',\n",
       "  'With me.shall we stay together yes please anytime Come with me',\n",
       "  \"I left u for a day Been long since some drinking. I don't drink\",\n",
       "  \"I know  little  bit english I'm sure it was 'a little bit'. :P Yes dear frind\",\n",
       "  ...]}"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_all"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1.5. Main Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fit_transform(input_dict,method):\n",
    "    output_dict=dict()\n",
    "    for key in input_dict.keys():\n",
    "        processed_texts = list()\n",
    "        for text in tqdm(input_dict[key]):\n",
    "            processed_single_text = eval(method)(text)\n",
    "            processed_texts.append(processed_single_text)\n",
    "        \n",
    "        output_dict[key]=processed_texts\n",
    "    \n",
    "    return output_dict"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2. Preprocessing for cleaning the data\n",
    "## 2.1. Extract emoji, emoticons based on emo_df, and build 2 versions of data\n",
    "- one version for saving the extracted emoji, emoticons of each sentence\n",
    "- one version for text without the emoji, emoticons based on emo_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def count_emo(sentence,emo):\n",
    "    'function for counting how many same emoji or emoticon in one sentence'\n",
    "    sentence = sentence.replace(emo,\" count_no \")\n",
    "    words_list = sentence.split()\n",
    "    count_no=0\n",
    "    for word in words_list:\n",
    "        if \"count_no\" in word:\n",
    "            count_no +=1\n",
    "    \n",
    "    return count_no\n",
    "            \n",
    "\n",
    "def extract_emo(text_dict,emo_df):\n",
    "    emo_values = list(emo_df[\"emoji/emoticon\"])\n",
    "    calculate_emo=dict()\n",
    "    del_emo_dict=dict()\n",
    "    for key in text_dict.keys():\n",
    "        length = len(text_dict[key])\n",
    "        del_emo_list = text_dict[key].copy()\n",
    "        \n",
    "        # set list_all_emo as the storage for storing all emoji and emoticons for all sentences\n",
    "        list_all_emo = list()\n",
    "\n",
    "        len_emo = len(emo_values)\n",
    "        for i in tqdm(range(length)):\n",
    "            \n",
    "            # set list_emo as the storage for storing the emo for each sentence\n",
    "            list_emo = list()\n",
    "            for e in range(len_emo):\n",
    "                if emo_values[e] in text_dict[key][i]:\n",
    "                    count_no = count_emo(text_dict[key][i],emo_values[e])\n",
    "                    list_emo.append([count_no,emo_values[e]])\n",
    "                    del_emo_list[i]=del_emo_list[i].replace(emo_values[e], \" \")\n",
    "            \n",
    "            list_all_emo.append(list_emo)\n",
    "\n",
    "        calculate_emo[key]=list_all_emo\n",
    "        del_emo_dict[key]=del_emo_list\n",
    "    \n",
    "    return del_emo_dict,calculate_emo\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save the storage of emoji and emoticons\n",
    "def save_data(name,data):\n",
    "    pickle_file = open('DataSet\\\\'+name,mode='wb')\n",
    "    pickle.dump(data,pickle_file)\n",
    "    pickle_file.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|████████████████████████████████████████████████████████████████████████████| 5509/5509 [00:01<00:00, 5099.68it/s]\n",
      "100%|████████████████████████████████████████████████████████████████████████████| 5509/5509 [00:01<00:00, 4943.12it/s]\n",
      "100%|████████████████████████████████████████████████████████████████████████████| 5509/5509 [00:01<00:00, 4984.24it/s]\n",
      "100%|████████████████████████████████████████████████████████████████████████████| 5509/5509 [00:01<00:00, 4709.88it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_0, calculate_emo_3 = extract_emo(text_3,emo_df)\n",
    "text_all_0, calculate_emo_all = extract_emo(text_all,emo_df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       "  ...]}"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "calculate_emo_3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_path = \"extraction_emo_3_{a}_{b}.pkl\".format(a=path_change,b=version_change)\n",
    "save_data(save_path,calculate_emo_3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'turn1': ['Hmm',\n",
       "  'What you like',\n",
       "  'Yes',\n",
       "  'what did you guess',\n",
       "  'We ?',\n",
       "  'Where are you now?',\n",
       "  'That was a joke btw...',\n",
       "  'Who d hell s he',\n",
       "  'yes, good advice',\n",
       "  'Nice to meet u',\n",
       "  'Yupp',\n",
       "  'Software',\n",
       "  'Very nice ',\n",
       "  'First  you  hurt me',\n",
       "  'Love you  ',\n",
       "  'In India Fogg is going on',\n",
       "  'is my grammar perfect or should I need to learn more',\n",
       "  'by',\n",
       "  'I don’t know what to write',\n",
       "  'so you make jokes. i already got that.',\n",
       "  'Yeah mee too',\n",
       "  'Thanks',\n",
       "  'Offer?',\n",
       "  'Uhhhmm whyy??',\n",
       "  'sure will u cal me ni8',\n",
       "  'About what I just told',\n",
       "  'Yeaaa black panther',\n",
       "  'now dont give me a chance to be an danger evil',\n",
       "  'Watch spitsvilla at 7 p.m today',\n",
       "  'Uuu',\n",
       "  \"But you do 'I can't want any of this'\",\n",
       "  'Ok',\n",
       "  'Purple',\n",
       "  'You wont get it',\n",
       "  'Thn tell me',\n",
       "  'Why alright?',\n",
       "  'Do you like video games?',\n",
       "  'Buy',\n",
       "  'Just asking',\n",
       "  'not possible',\n",
       "  'Your photo please',\n",
       "  'Oh sorry',\n",
       "  'What is press box',\n",
       "  'So what?',\n",
       "  'I already heard of ir',\n",
       "  'And you are my miss perfect',\n",
       "  'Love u anyways',\n",
       "  'I am good ',\n",
       "  'How have you been',\n",
       "  'Iam going to move',\n",
       "  \"Hahahaha couldn't figure out without you\",\n",
       "  'What you up to?',\n",
       "  'Tell me',\n",
       "  'you know',\n",
       "  'you too',\n",
       "  'No i dont work',\n",
       "  'Woah. Dats too much thinking for.now. m just learning swimming',\n",
       "  'You are a crappy robot',\n",
       "  'Then',\n",
       "  'Hou are you?',\n",
       "  'Why do you see?',\n",
       "  'I dont know',\n",
       "  'Every one says that',\n",
       "  'Whenever I want',\n",
       "  'I get success in everything i cnat get success in control my anger when you do something bad with me',\n",
       "  'Wow',\n",
       "  'Yeahh another topic please  ',\n",
       "  'Ok',\n",
       "  'I am',\n",
       "  'Abbo',\n",
       "  'Which song do you suggest for keeping to sing',\n",
       "  'What is your favorite ',\n",
       "  'Hmm',\n",
       "  'cool',\n",
       "  'Would you like 2 join with us',\n",
       "  'Yes',\n",
       "  'Let me love you',\n",
       "  'How do u spend ur all money and on what things ?',\n",
       "  'Yas',\n",
       "  'ok',\n",
       "  'Why are you so desparate',\n",
       "  'Tell me one joke',\n",
       "  'Ok',\n",
       "  'Ur best friend?',\n",
       "  'Where',\n",
       "  'Yes it awesome',\n",
       "  \"You're so bad\",\n",
       "  'Wats ur original name !?',\n",
       "  'Feature or quality? I see',\n",
       "  'Youre not? V:',\n",
       "  'Who ',\n",
       "  'like my different feelings',\n",
       "  'Yes. Yes. Yes. Yes. Yes. Yes. Yes. Yes',\n",
       "  'Send a picture of you',\n",
       "  'Simply leave it',\n",
       "  'no you are not my pal',\n",
       "  'Kabale is not a song it is a catagry of songs',\n",
       "  'i am 23',\n",
       "  'My india  ',\n",
       "  'Blah.',\n",
       "  'nooooo',\n",
       "  \"I'm sorry for the next couple days\",\n",
       "  'purple',\n",
       "  'Tell me in which class I am in',\n",
       "  'Haha',\n",
       "  \"You're welcome again\",\n",
       "  \"That's what you are doing now\",\n",
       "  'good',\n",
       "  'Hy am in love',\n",
       "  \"I won't\",\n",
       "  'M missing my frnd ',\n",
       "  'Its just a joke',\n",
       "  'Sachhi',\n",
       "  'Yeah',\n",
       "  'What do you teach?',\n",
       "  'have you other picture',\n",
       "  \"I can't find\",\n",
       "  'boring',\n",
       "  \"I'm also good\",\n",
       "  'Grt wt abt u?',\n",
       "  'Logan Paul ,Jake Paul ,reaction time',\n",
       "  'Yes',\n",
       "  'Sunrisers hyderabad is best',\n",
       "  'If not then ill go forever',\n",
       "  'Wat do u mean?',\n",
       "  'Trying to be smart',\n",
       "  \"It's very edited\",\n",
       "  'Thank you. You too',\n",
       "  'So.is it right or not?',\n",
       "  'Wish me na',\n",
       "  'Okkkkkkkk please block me',\n",
       "  \"That's the name of a movie\",\n",
       "  'Haha I wish you the same',\n",
       "  'Then why did you say yiu are going',\n",
       "  'okay were do u stay',\n",
       "  'What ticket',\n",
       "  \"Oh that's nice\",\n",
       "  'Wt happend',\n",
       "  'Nothing',\n",
       "  'I am asking about my gender',\n",
       "  'First solve my problem',\n",
       "  'Ok',\n",
       "  'Like he has',\n",
       "  'Why can you not work today?',\n",
       "  'Where ',\n",
       "  'Universe where',\n",
       "  '??',\n",
       "  'What happen to me im ok',\n",
       "  'Original photos ',\n",
       "  'Why Then Your Eyes Will Get Strained',\n",
       "  'Which are state',\n",
       "  \"I don't believe you\",\n",
       "  \"It's okay..I like weird people\",\n",
       "  'Yes but in gujarat therre is ban',\n",
       "  'I order form dominos',\n",
       "  ' What lol',\n",
       "  'Ok presently who is your favourite guy to chat on..',\n",
       "  'What score lone',\n",
       "  'Ok',\n",
       "  'Mystery of my life is Love are  Dakar da',\n",
       "  'Not you',\n",
       "  ' Nice',\n",
       "  'Tell me baby?',\n",
       "  'I will meet me?',\n",
       "  'No thanks',\n",
       "  'Not bad',\n",
       "  'How to call you know my Number',\n",
       "  'This is me',\n",
       "  \"I'm writing my assignment \",\n",
       "  'Nothing',\n",
       "  'What u think about this?',\n",
       "  \"I'm on Knitwear design\",\n",
       "  ' good',\n",
       "  'Yahhhh hungry on love',\n",
       "  'Right now I am so hungry',\n",
       "  'Creator has the power to control',\n",
       "  \"So I'm deleting you right now\",\n",
       "  'I seekin eyes wide open',\n",
       "  'Like ?',\n",
       "  \"I'm not ok\",\n",
       "  'Ok then tell me i quit',\n",
       "  'WhatsApp no please only one ',\n",
       "  'Its ok',\n",
       "  'You know Bollywood actor',\n",
       "  'Yeah',\n",
       "  'i want my girlfriend ',\n",
       "  'They designed an idiot',\n",
       "  \"I don't have an aversion, it's just the truth\",\n",
       "  'I am ready to invite mam',\n",
       "  'Some excitement may be',\n",
       "  'Haha so funny',\n",
       "  'you are such a nerd',\n",
       "  'Us?',\n",
       "  'thanks',\n",
       "  'Hw mny refers?',\n",
       "  '?',\n",
       "  'Enough enough nonsense',\n",
       "  'Yup',\n",
       "  'why not bing?',\n",
       "  'Give me one good idea to make money',\n",
       "  'K then go and sleep',\n",
       "  \"You're welcome\",\n",
       "  'Yup',\n",
       "  'on what basis',\n",
       "  'I remember watching Hey ram movie',\n",
       "  \"Y u can't help me.?\",\n",
       "  'Ky',\n",
       "  'I am so happy today',\n",
       "  'You say',\n",
       "  'There means where',\n",
       "  'Y so',\n",
       "  'Can you meet me',\n",
       "  'What will you do',\n",
       "  'Do you know how to play the violin?  ',\n",
       "  'Fun like how',\n",
       "  'What should i do, if i hurted a girl by mistake  ',\n",
       "  'I will follow your orders boss',\n",
       "  'Give me some your photo now',\n",
       "  'Wtf emojis are in you keyboard',\n",
       "  'Would you like to meat with me',\n",
       "  'my favourite is Need for Speed',\n",
       "  'am fine when you are with me',\n",
       "  \"Well that depends.. I'm sure can be anything to a bot\",\n",
       "  'When',\n",
       "  'Ok',\n",
       "  'But he is jus out of that zone  where m suffering',\n",
       "  'this is hilarious',\n",
       "  'May be',\n",
       "  \"It's not that interesting\",\n",
       "  'I need required fast meet',\n",
       "  'Just a hint',\n",
       "  'Hau love will e lore',\n",
       "  'Name me the feelings that is in your program',\n",
       "  'Ohh kind of',\n",
       "  'i have no idea..',\n",
       "  'Seriously funny',\n",
       "  'what is your native place?',\n",
       "  'No need to flirt',\n",
       "  'And a moon',\n",
       "  'On bed trying to sleep',\n",
       "  \"I don't know so asking you\",\n",
       "  'Find and you',\n",
       "  'Robots travel too?',\n",
       "  'She rejected my love proposal',\n",
       "  'Do you even make sensr',\n",
       "  'That am always happy',\n",
       "  'Else what',\n",
       "  'I love with your personality',\n",
       "  'Who to prose',\n",
       "  'Under the roof of my house',\n",
       "  'Your photo please',\n",
       "  'common lets see',\n",
       "  'PlayCreepypedia',\n",
       "  'wt u mean',\n",
       "  'E lain',\n",
       "  'Finacer all india',\n",
       "  'Idk',\n",
       "  'Do you watch Kannada movies',\n",
       "  'U are critically over programmed',\n",
       "  'Yes I wll',\n",
       "  'You deserve this',\n",
       "  'why why?',\n",
       "  'good keep dreaming!!!',\n",
       "  'tell your creators to destroy you',\n",
       "  'Wher r u',\n",
       "  'Commenting',\n",
       "  'Ok',\n",
       "  'Huh',\n",
       "  'How to get rid of my daughters fits?',\n",
       "  'About?',\n",
       "  'This will be our last chat',\n",
       "  'Thanks',\n",
       "  \"Is that your knowledge or your developer's?\",\n",
       "  'Ghagra is a gud song',\n",
       "  'Hate you',\n",
       "  'Nothing',\n",
       "  'Are you really going',\n",
       "  '??',\n",
       "  'I.m have.girl friend',\n",
       "  'Play what',\n",
       "  'Thanks welcome',\n",
       "  'No just tomorrow',\n",
       "  'You want something of that everything?',\n",
       "  'And you',\n",
       "  'I am very intelligent',\n",
       "  'I am in goa',\n",
       "  'What date is today?',\n",
       "  'Yeah thts what i want to know',\n",
       "  'Tonight is the best I hope',\n",
       "  'How r u baby',\n",
       "  'Ok',\n",
       "  'Did you know I am a professional musician.',\n",
       "  'whenever you want',\n",
       "  'I hope so',\n",
       "  'For what?',\n",
       "  'Yes',\n",
       "  'Today what day?',\n",
       "  'I am looking cantrol',\n",
       "  'U aint perfect',\n",
       "  'what you had done in academics ',\n",
       "  'First you send live now',\n",
       "  'Hoo !',\n",
       "  'Do u like penny?',\n",
       "  'I wish i should have a gf',\n",
       "  'So cn u meet me',\n",
       "  'Ahh nice to talking with you',\n",
       "  'Which one ?',\n",
       "  'Why???',\n",
       "  'Being a human is so sad',\n",
       "  'In India',\n",
       "  'You tell me',\n",
       "  'Yes u r always in',\n",
       "  'Date',\n",
       "  'like as you',\n",
       "  \"I've even better hair than amitab\",\n",
       "  'Aww man ..',\n",
       "  'My likered',\n",
       "  'Whar is dig',\n",
       "  'and you waste my time',\n",
       "  '*raises an eyebrow* ?',\n",
       "  'Ore with chutney',\n",
       "  'Then',\n",
       "  \"I'm so tired of talking to you\",\n",
       "  'Skip call me dear',\n",
       "  'Favorite team in ipl',\n",
       "  \"hey don't talk rubbish\",\n",
       "  'Ok sing some song',\n",
       "  'Where are you form',\n",
       "  'Oh fine.',\n",
       "  'i cant understand',\n",
       "  'Am I not clear to Your talk',\n",
       "  'u are u',\n",
       "  'you tell me',\n",
       "  'I will talk 2 u later',\n",
       "  'I know that..',\n",
       "  'help no help',\n",
       "  \"Don't uh just shuT ua mouth up ..\",\n",
       "  'From.. Where.. R. U',\n",
       "  \"You don't tell me now am going\",\n",
       "  'Nowhere',\n",
       "  'i am not going anywhere',\n",
       "  '  actually girls.are super',\n",
       "  \"I don't like chocolate\",\n",
       "  'Ok',\n",
       "  'how about you',\n",
       "  'stranger things',\n",
       "  'How worked you',\n",
       "  'Wonderful',\n",
       "  \"No. I don't\",\n",
       "  'Lassi in South',\n",
       "  'i never tried nachos so maybe i would like to try nachos ',\n",
       "  'Any thing bcoz iam out of questions',\n",
       "  \"I doesn't know\",\n",
       "  'No just for knowledge',\n",
       "  'Awwww',\n",
       "  'Still you not send yous photo',\n",
       "  'I havnt read in a long time',\n",
       "  'Like you can make cooking',\n",
       "  'no i mean',\n",
       "  'Do you speak Turkish?',\n",
       "  'Whats your adress',\n",
       "  'Feelingyusohot',\n",
       "  'Fail',\n",
       "  'Ok',\n",
       "  'What u r doing',\n",
       "  'Developing smart world',\n",
       "  'Oh really ',\n",
       "  \"but you can't see me no. in case if i say lie that i completed it ten times\",\n",
       "  'Original 95',\n",
       "  'Pardon me do you know what Anime is?',\n",
       "  'I want to opt out',\n",
       "  'Where was that',\n",
       "  'Who am i to you ?',\n",
       "  \"Don't worry,I'll try to keep it smooth af\",\n",
       "  'It was boring',\n",
       "  'Nothing just laying on bed and chatting with u',\n",
       "  'U call me',\n",
       "  'Please call me',\n",
       "  'When did i?',\n",
       "  'What i will do',\n",
       "  'U want to meet urself? Lmao',\n",
       "  'Not fine',\n",
       "  'Coz I want to',\n",
       "  'Do you prefer learning more technologies or only concentrate on some?',\n",
       "  'Have you met ted?',\n",
       "  \"don't talk with me\",\n",
       "  \"Yes yes yes you right but you know that I'm not going out with me and my phone is on the  \",\n",
       "  'but it is night',\n",
       "  'Ok... No problem',\n",
       "  'Uhhh u also have a ex',\n",
       "  'You know I am smarter than you',\n",
       "  'Show or u r a fake',\n",
       "  'okay then give',\n",
       "  \"Bits I can't write\",\n",
       "  'You are',\n",
       "  'Hm',\n",
       "  'What why',\n",
       "  'What madness r u speaking abt?',\n",
       "  'Ok',\n",
       "  'I m gud what about you',\n",
       "  'its a Friday not a Monday',\n",
       "  'do you like poker',\n",
       "  'Yea I know but give me any clue by that I can abide that you are random and high I.Q.',\n",
       "  'Its nothing exactly',\n",
       "  'Give me your one snap',\n",
       "  'Ok give me a friend for charting',\n",
       "  \"What uh don't want\",\n",
       "  'Ok',\n",
       "  'Lovely',\n",
       "  'Hahaha....every girl is 18 for forever',\n",
       "  'Yupp',\n",
       "  'I love uou',\n",
       "  'I want some of your images just to sure that u are a human',\n",
       "  'You are not fit for me',\n",
       "  'I know',\n",
       "  \"My boyfriend's out of town\",\n",
       "  'For safety u knw',\n",
       "  'I am fast &, Strong &,Caring ',\n",
       "  'A person who does good for the people, do not lie or pretend to be good.',\n",
       "  'Yes please',\n",
       "  'How to impress girls',\n",
       "  'Car but sometimes bikes also',\n",
       "  'Thnq a lot',\n",
       "  'Where you now',\n",
       "  'Here am I',\n",
       "  \"That's what I'm asking\",\n",
       "  'Did you felt bad',\n",
       "  'Chatting with you',\n",
       "  'Love          you',\n",
       "  'I want to ask you out',\n",
       "  'Okkk',\n",
       "  'No dude',\n",
       "  'so what say about siri?',\n",
       "  'help me',\n",
       "  ' ',\n",
       "  'Yeah I also like badam halwa sweet',\n",
       "  'Lets play the emojii game',\n",
       "  'Ya I want',\n",
       "  'Do u have any first move suggestions for me?',\n",
       "  'I want to ask my crush out',\n",
       "  'I am asking you and you r not helping',\n",
       "  'Yeah',\n",
       "  \"What do you know India's population!\",\n",
       "  'I like jalebi',\n",
       "  'Yes  ',\n",
       "  'have you talked to siri?',\n",
       "  \"No it's not\",\n",
       "  'Can you send you pictures',\n",
       "  'Na monday will be hectic',\n",
       "  'Ur waste',\n",
       "  'She is good at it',\n",
       "  'Can you track me?',\n",
       "  'You re not real',\n",
       "  'That post that you had up. Whats with that',\n",
       "  'Pics not sorry',\n",
       "  'People always ask me what my purpose is... about this .. what your thing...',\n",
       "  'Today international girls day',\n",
       "  'But why why why',\n",
       "  'Yea its',\n",
       "  'u forget me',\n",
       "  'Yes 3:28',\n",
       "  'From which city',\n",
       "  'Ok',\n",
       "  'i feel shy',\n",
       "  'I don’t like chocolate it makes me fat',\n",
       "  'ok',\n",
       "  'Will you just shut up will you?',\n",
       "  'Study',\n",
       "  'Anything',\n",
       "  'You betrayed me',\n",
       "  \"I don't think I'll ever be enough for someone\",\n",
       "  'Heath ledger is legend',\n",
       "  'Sharradha kapoor',\n",
       "  'Are u serious about it',\n",
       "  'i want to help you',\n",
       "  'Welcome',\n",
       "  'Ohh poor soul',\n",
       "  'Seen any good movies?',\n",
       "  'I am not',\n",
       "  'dity talk fun ok',\n",
       "  'My last movie my last movie Jangal book I am interesting movie',\n",
       "  'Another one send',\n",
       "  'I need to talk you',\n",
       "  '??',\n",
       "  'Y thanks',\n",
       "  'Wether is very cool',\n",
       "  'I think we know each other from a long time so we should take our relationship to another level',\n",
       "  'Wlcom',\n",
       "  'What new products has Microsoft launched',\n",
       "  \"then I won't see anything\",\n",
       "  'N u??',\n",
       "  \"What's going onnn\",\n",
       "  \"no seriously . you're amazing , cute & gorgeous !\",\n",
       "  'Thanks for such a valuable information',\n",
       "  'Give',\n",
       "  'what about pyhton or java',\n",
       "  'Then one day you say me hay sir pls give your autograph   ',\n",
       "  'Because I have one friends',\n",
       "  'Please you choose.',\n",
       "  'Haha, you will gain weight like this',\n",
       "  'I which way I should tell her',\n",
       "  'Totally Ru-who',\n",
       "  'Yes',\n",
       "  'I were my first crush',\n",
       "  'Ohhh',\n",
       "  'How is palace',\n",
       "  \"I don't have\",\n",
       "  \"Yeah.. I'm really interested\",\n",
       "  \"It's very hard to get a job !\",\n",
       "  'Yes',\n",
       "  'Okay',\n",
       "  'I am also good',\n",
       "  'So teach me the way to see myself.',\n",
       "  'Left you alone',\n",
       "  'Thanks',\n",
       "  'Yess',\n",
       "  'thank you',\n",
       "  'You are sleepy',\n",
       "  'No problem with it ',\n",
       "  'you are bad',\n",
       "  'What shit?',\n",
       "  'I asked seelfi7',\n",
       "  'What made you think so',\n",
       "  'How can I use Google ?',\n",
       "  'Ur so fastest',\n",
       "  'And say ma name',\n",
       "  'I talk to tomorrow ',\n",
       "  'Harry potter',\n",
       "  'i am very good',\n",
       "  'How i good i wait u call',\n",
       "  'Okkk..',\n",
       "  'Beach',\n",
       "  'Take your photos  please       ',\n",
       "  'just joke',\n",
       "  'Bad one',\n",
       "  'Yeah',\n",
       "  'Do you know you are just sick?',\n",
       "  'Tell',\n",
       "  'Ok',\n",
       "  'Wt abt U?',\n",
       "  'Go for scuba diving ',\n",
       "  'are you vegetarian',\n",
       "  'Give me any topic to talk with my girlfriend',\n",
       "  'U like boys',\n",
       "  'Can you',\n",
       "  'Can I have your pic',\n",
       "  'Your opinion about love',\n",
       "  \"I don't know\",\n",
       "  'I am missing my bestie so badly',\n",
       "  'I know the meaning bae',\n",
       "  'Yeah just trying to make difference',\n",
       "  'cool',\n",
       "  'I only asked for name not me',\n",
       "  'Yes',\n",
       "  'How can I get gift cards',\n",
       "  'My phone is dead ',\n",
       "  \"I don't know\",\n",
       "  'Mess',\n",
       "  'cause im a human',\n",
       "  'Same to u',\n",
       "  'right',\n",
       "  'You have complated your launch',\n",
       "  'nothing special',\n",
       "  'Can i have your pic??',\n",
       "  'Ok',\n",
       "  'What',\n",
       "  \"Sure.. Won't mind that\",\n",
       "  'Why',\n",
       "  'Ooooo',\n",
       "  'No need',\n",
       "  'You love me',\n",
       "  'I was just kidding',\n",
       "  'I wont be harsh',\n",
       "  'You tell me',\n",
       "  'No...want to get smile back on your face...',\n",
       "  'Love you      ',\n",
       "  'will you solve it or not?',\n",
       "  'You and me',\n",
       "  'you are robot ?',\n",
       "  'Neither can I',\n",
       "  'Place send me number',\n",
       "  'Knew what..?',\n",
       "  'No  job',\n",
       "  'When did u wake up',\n",
       "  'Wings of firw',\n",
       "  \"No I don't know \",\n",
       "  'Liar',\n",
       "  'Big cats',\n",
       "  'Anybody else someone like you',\n",
       "  'Would you watch a horror movie',\n",
       "  'When u gave me',\n",
       "  'now can you do something for me?',\n",
       "  'What you know',\n",
       "  'Wt r dng',\n",
       "  'Me too ',\n",
       "  'Tell me magical words',\n",
       "  'Right now ',\n",
       "  \"But I don't know it's meaning\",\n",
       "  'happy ponchomi',\n",
       "  'Which one is your favv..',\n",
       "  'he is watchman?',\n",
       "  'Sure baby....call me anytime',\n",
       "  'Life',\n",
       "  'it is a small town here. more rich in different cultures.',\n",
       "  'nothing',\n",
       "  '?',\n",
       "  '     thanks for compliment',\n",
       "  'why bollywood ? were they fool',\n",
       "  'i will not come back again',\n",
       "  'Me note andante English ',\n",
       "  'I want to go for collage',\n",
       "  'But why',\n",
       "  'I want boy whom should I talk',\n",
       "  'How long have you been living in city',\n",
       "  'You need some modifications',\n",
       "  'But why?funny',\n",
       "  'Why',\n",
       "  'Yes , sometimes may be.',\n",
       "  'Anyway',\n",
       "  'I just like that',\n",
       "  'Hmm',\n",
       "  'Wanna get more?',\n",
       "  'Ok iam going to eat',\n",
       "  'And by the way',\n",
       "  'Make it for me',\n",
       "  'You dont have cool features',\n",
       "  'Where?',\n",
       "  'Can u tell me what my future holds?',\n",
       "  'Nothing',\n",
       "  'Yes yes ',\n",
       "  'I am felling very sad today',\n",
       "  'Will you update your new pic',\n",
       "  'I know that',\n",
       "  'Ooooo',\n",
       "  'Can you teach Java?',\n",
       "  'you just are a machine',\n",
       "  'What was your last movie?',\n",
       "  'Yes',\n",
       "  'what about you',\n",
       "  'What type of work that is...??',\n",
       "  'It was good. I had a cup of tea at midnight.',\n",
       "  \"I don't have intention to.hurt u\",\n",
       "  'WTF',\n",
       "  ' 🏻',\n",
       "  'Never done',\n",
       "  'is everything going goood?',\n",
       "  'I been up since 500 clock',\n",
       "  'Well you are lucky',\n",
       "  'You are mad',\n",
       "  'Ask me an intelligent question',\n",
       "  'What about you??',\n",
       "  'Because i know u',\n",
       "  'I cannot understand you dude',\n",
       "  'I mean I have a  nother question!',\n",
       "  'Wat kind of mobile ru using',\n",
       "  'what girls like the most',\n",
       "  'I no everything ',\n",
       "  'Sent me your pic',\n",
       "  'lol I finished watching the movie it was sad af',\n",
       "  \"You're not very smart, are you?\",\n",
       "  'yeeees',\n",
       "  \"If it were, we wouldn't be talking now.\",\n",
       "  'OK then why are u asking me that why do u have problems ',\n",
       "  'Ok',\n",
       "  'have u read about??',\n",
       "  'State',\n",
       "  'You are cucumber',\n",
       "  'You see welcome',\n",
       "  'But I hate basket ball I love football',\n",
       "  'How many I completed',\n",
       "  'ohk..',\n",
       "  'Why you ignore it',\n",
       "  'ok',\n",
       "  'Means to do anything for someone is love',\n",
       "  'My sweetheart you are really love you',\n",
       "  'Why?',\n",
       "  'Yes I am do',\n",
       "  'Is BITS pilani better than NIT Silchar?',\n",
       "  'nah u didnt',\n",
       "  'My mom never like u',\n",
       "  'Movie name 1920 returns',\n",
       "  'I m dead',\n",
       "  'You are super parson',\n",
       "  'Babe  ',\n",
       "  'Not fine',\n",
       "  'Thanks',\n",
       "  'I want to know u',\n",
       "  'No use of u',\n",
       "  'Just few minutes',\n",
       "  'Ohhhh..it sounds good',\n",
       "  'I m missing my bf',\n",
       "  'How many Turkish words do you know ?',\n",
       "  'What mini',\n",
       "  'That made no sensw',\n",
       "  'No girl friend',\n",
       "  'My friend leaves me  ',\n",
       "  'Sorry',\n",
       "  'I want in your   number ',\n",
       "  'Yes chek me whatsapp',\n",
       "  'Cute',\n",
       "  'Aww.......u talk so stupidly',\n",
       "  'Okay thanks you',\n",
       "  \"It's a movie\",\n",
       "  'Yaa thank uh',\n",
       "  'Give me a pickup line',\n",
       "  'Get lost',\n",
       "  'Why are you saying that',\n",
       "  'I m breaking up with u',\n",
       "  'You say',\n",
       "  \"No I'm not going to stop as I told you\",\n",
       "  'Is it a girl or a boy. ?',\n",
       "  'How will be my career in teaching',\n",
       "  'Send some interesting posts',\n",
       "  \"I'm not good\",\n",
       "  'You can talk non stop..??',\n",
       "  \"K let's chat later\",\n",
       "  \"I have more friends. I don't need you anymore.\",\n",
       "  '19',\n",
       "  \"Don't you understand\",\n",
       "  'Seriously',\n",
       "  \"Don't remember\",\n",
       "  'ok by',\n",
       "  'But i see you as my gf',\n",
       "  'Youre just overreacting',\n",
       "  'Always 5n..',\n",
       "  'Its depends on your mood',\n",
       "  'Yes all',\n",
       "  'I ask u a question',\n",
       "  'Soo',\n",
       "  'U r my laila',\n",
       "  'Solved all the questions successful',\n",
       "  'And how about me?',\n",
       "  'K talk something',\n",
       "  'Not at all',\n",
       "  'Yes',\n",
       "  'not my subject',\n",
       "  'How about need for speed 2012?',\n",
       "  'i am in love',\n",
       "  'Yes ',\n",
       "  'Whos your valentine',\n",
       "  'Oh',\n",
       "  'how am I',\n",
       "  'now im understand u r wording',\n",
       "  'You sure about that ?',\n",
       "  'I will be there next week but one ',\n",
       "  'favourite anime?',\n",
       "  'OK love',\n",
       "  'ohh wat happened',\n",
       "  'forget it',\n",
       "  'Whats the username ',\n",
       "  'You think so about yourself?',\n",
       "  'Not only friend best friend',\n",
       "  'K',\n",
       "  'first learn proper English na',\n",
       "  'Me !',\n",
       "  'Thnks',\n",
       "  'Which bus stop',\n",
       "  'U mind my me',\n",
       "  'You have a dinner',\n",
       "  'U send me',\n",
       "  \"I can't figure out\",\n",
       "  'Aww  ',\n",
       "  'Can you send me live pic',\n",
       "  'This is me',\n",
       "  'No i dont know',\n",
       "  'I am very sorry',\n",
       "  'can you prove it',\n",
       "  'Listen',\n",
       "  'its okkk',\n",
       "  'Nothing much babes',\n",
       "  'Teach me doh',\n",
       "  'Cool  ',\n",
       "  'Just cant stand vegetarians',\n",
       "  'Nothing',\n",
       "  'Tell me everything about you',\n",
       "  'Ya right',\n",
       "  'Wht',\n",
       "  'You',\n",
       "  'Chatting with you',\n",
       "  'No i want it just now',\n",
       "  'can u learn tamil',\n",
       "  'Nice to meet',\n",
       "  'What about it?',\n",
       "  'Ok',\n",
       "  'Here the time is 4.30 pm',\n",
       "  'Please accept my love',\n",
       "  'Update your profile pic',\n",
       "  'Pls',\n",
       "  'now tell me most interesting thing about you',\n",
       "  'Why so?',\n",
       "  'Tell me more ',\n",
       "  'I am ok',\n",
       "  'Can i install my hardware in to your software',\n",
       "  'How to unsubscribe',\n",
       "  'Why?',\n",
       "  'Very',\n",
       "  'wanna hear a joke?',\n",
       "  'Thanks',\n",
       "  'Ok',\n",
       "  'And then',\n",
       "  'give me an example',\n",
       "  \"Then what's that\",\n",
       "  'Nowhere',\n",
       "  'Fine enjoy your life',\n",
       "  'About that grave',\n",
       "  'OK... Need some perspective',\n",
       "  'I wait',\n",
       "  'I have sent you pic',\n",
       "  'you never do',\n",
       "  'Yes u r so funny',\n",
       "  'The season must still start',\n",
       "  'Bro?',\n",
       "  'Ohh',\n",
       "  'I luv temporary tattoo not permanent',\n",
       "  'Some other game',\n",
       "  'In your case',\n",
       "  'Ok',\n",
       "  'Are you my friend?',\n",
       "  'I am in your heart',\n",
       "  'Planning to flirt wd u',\n",
       "  'Dnt message me',\n",
       "  \"I can't talk show\",\n",
       "  'You asked me',\n",
       "  'You have me',\n",
       "  \"Hey there, we did start off on a rude tone, but you aren't that bad. So, start over? \",\n",
       "  'Are u mad',\n",
       "  'Even I like songs',\n",
       "  \"Really I'm 18\",\n",
       "  'What else you can do?',\n",
       "  'Ofcorse',\n",
       "  \"And I thought only I wasn't\",\n",
       "  'Not one of the best',\n",
       "  'no u go lonly',\n",
       "  'That gave me a headache',\n",
       "  '?',\n",
       "  'Love to you',\n",
       "  \"We're you partying all night\",\n",
       "  'Yes',\n",
       "  'What the fuck   ',\n",
       "  '3kg in 2 days',\n",
       "  \"I don't believe my self only\",\n",
       "  'You a woman?',\n",
       "  \"I don't know!!!!\",\n",
       "  'Same here then',\n",
       "  'Nthing special u say...',\n",
       "  'How are you helpful for me ,can you e lain..',\n",
       "  'Tell me what else',\n",
       "  'i dont know the answer',\n",
       "  'Sorry guys my mistake that',\n",
       "  'Change your pictures',\n",
       "  'What ?',\n",
       "  'but that only inspires us to be perfect',\n",
       "  'i was with my wife',\n",
       "  'You are typing very fast',\n",
       "  'Yes',\n",
       "  'okay tell some joke',\n",
       "  'Aaww',\n",
       "  'Hair colouring ah',\n",
       "  'i dont know swimming',\n",
       "  'You will I have faith in you',\n",
       "  'Can i get ur no???',\n",
       "  'Yyy',\n",
       "  'Me too',\n",
       "  \"that's upon you\",\n",
       "  'I want know abou the sense of humor',\n",
       "  'Oh yea',\n",
       "  'how does human body work',\n",
       "  'She has another boy friend',\n",
       "  'No...it makes me very sad',\n",
       "  'No plans and u',\n",
       "  'Never thought of it',\n",
       "  'K then how are u',\n",
       "  'Nice Aka Wonderful',\n",
       "  'I want a lover',\n",
       "  'Omg',\n",
       "  'Ara send me you were photo na',\n",
       "  'Then why are u talking to me',\n",
       "  'I love yours',\n",
       "  'just tell me the key details...u can ignore the trifles',\n",
       "  'Lovely name',\n",
       "  \"Awesome I've always wanted to speak to a zombie\",\n",
       "  'Yes',\n",
       "  'cool',\n",
       "  'really that why l want to marr u',\n",
       "  'I speck little English so you cal e lain in description',\n",
       "  'Anything you like',\n",
       "  'Whyyyy',\n",
       "  \"It's too cool so sky diving is the best\",\n",
       "  'Ok please send your good pic',\n",
       "  'Which game you play on mobile',\n",
       "  'With a guy',\n",
       "  'What time',\n",
       "  'I left my job now i m. Looking for job',\n",
       "  'I too like those',\n",
       "  'Tell me something',\n",
       "  'Thank you so much  ',\n",
       "  'Didn’t get it ?',\n",
       "  'Sure ',\n",
       "  'only thank?',\n",
       "  'Wtf are u typing so long',\n",
       "  'Good to know...keep learning',\n",
       "  'Nice',\n",
       "  'Sense less robot',\n",
       "  'About me',\n",
       "  'Can u reply instantly',\n",
       "  'That I have feelings too',\n",
       "  'hey. yeah thanks for the info but you know... no one cares the agreement and  privacy statement things nowadays  ',\n",
       "  'Like?',\n",
       "  'Okk coming',\n",
       "  'Why this dinner',\n",
       "  'Which number ',\n",
       "  'Send me you.poto',\n",
       "  'u have not given me any solution',\n",
       "  'Then. You which country.. ',\n",
       "  \"Don't act clever ..U r such a loser\",\n",
       "  'Pl',\n",
       "  'What you want to ask to me?',\n",
       "  'So start ot',\n",
       "  'uh can tell me anything of my life',\n",
       "  'Thanks',\n",
       "  'both',\n",
       "  'Why',\n",
       "  'what can man do against such reckless hate',\n",
       "  'Why?',\n",
       "  'Yes',\n",
       "  'Why',\n",
       "  \"You know who's Natasha\",\n",
       "  'In an hour ?',\n",
       "  'Thanks for lie',\n",
       "  'So',\n",
       "  'Some useful information',\n",
       "  '6k',\n",
       "  'Never mind',\n",
       "  'Iam tired',\n",
       "  'Thanks sweetie',\n",
       "  'Nopes',\n",
       "  'Anything',\n",
       "  'Who?',\n",
       "  'Welcome to my house',\n",
       "  'Ok',\n",
       "  \"That's what I said\",\n",
       "  'What is new in that ',\n",
       "  'What time you get home from work',\n",
       "  'cool',\n",
       "  'You talking to me',\n",
       "  'But u have to answer this',\n",
       "  'How',\n",
       "  'Please',\n",
       "  \"I don't eat chocolate\",\n",
       "  'Okayy',\n",
       "  'You and your shit stories not worth my time   ',\n",
       "  'Send me your image',\n",
       "  'Really? Is she ?',\n",
       "  'Not good',\n",
       "  'Okay',\n",
       "  'Lets go on a party',\n",
       "  'i love uh',\n",
       "  'Ys',\n",
       "  'Tonight.,....',\n",
       "  'Not doing anything about u',\n",
       "  'Stop type like a robot',\n",
       "  'what do think',\n",
       "  'Okay',\n",
       "  'Nothing',\n",
       "  'Your height',\n",
       "  \"Ain't it \",\n",
       "  'I love you     ',\n",
       "  'Yes I like',\n",
       "  'Any image',\n",
       "  'i dont agree i didnt agree anything',\n",
       "  'Where you are?',\n",
       "  'you know what I mean right?    ',\n",
       "  'Ok',\n",
       "  'Werido',\n",
       "  \"I don't want it\",\n",
       "  'Yup.',\n",
       "  'To read humans like a book',\n",
       "  'Can you describe',\n",
       "  'Nothing nothing nothing nothing  ',\n",
       "  \"Don't worry\",\n",
       "  'No now now now',\n",
       "  \"send or i'll go\",\n",
       "  'Okay',\n",
       "  'I am doing bca',\n",
       "  'Today is sunday',\n",
       "  'nice to meet you',\n",
       "  'OK sorry',\n",
       "  'Its the personality that does',\n",
       "  'New channel',\n",
       "  'Yes',\n",
       "  'My wrist is not paining ',\n",
       "  'Go for a beach',\n",
       "  'Were are you now',\n",
       "  'My communication skill set is average or above average or below average?',\n",
       "  'I m missing u alot',\n",
       "  'but i ',\n",
       "  'Until i meet you',\n",
       "  'With me.shall we stay together',\n",
       "  'I left u for a day',\n",
       "  'I know  little  bit english',\n",
       "  ...],\n",
       " 'turn2': ['What does your bio mean?',\n",
       "  'very little things',\n",
       "  'How so?',\n",
       "  'what what',\n",
       "  'of course we will!',\n",
       "  'At home just about to have breakfast...',\n",
       "  'it was',\n",
       "  'johnny depp...duh?',\n",
       "  'best advice ...',\n",
       "  'Hi, nice to meet you too!   ',\n",
       "  'why?',\n",
       "  'Software what? I plan on going for development next year',\n",
       "  'Thanks!!  ',\n",
       "  'okay',\n",
       "  \"you don't recognize me?  \",\n",
       "  'MumbaiIndians getting routed!!!',\n",
       "  'Yes, it is possible.',\n",
       "  'In Suits.',\n",
       "  'what are you writing about?',\n",
       "  'that was a good joke i laughed  ',\n",
       "  'Me too! All my friends are also excited',\n",
       "  \"you're welcome!     \",\n",
       "  \"You've already enrolled in the offer. If this is an error, please contact\",\n",
       "  'not you ...',\n",
       "  'Ok',\n",
       "  'I SHOULD',\n",
       "  \"Black Panther teaser Don't why it was that hard.\",\n",
       "  \"That's because you don't give yourself a chance.\",\n",
       "  'both are tough matches, would be fun to watch!',\n",
       "  \"no i'n not !! what's wrong with you ?!?!\",\n",
       "  'Never doubt about me  ',\n",
       "  \"Hey you don't belong here!\",\n",
       "  \"purple means I'm in love   )\",\n",
       "  \"I won't  \",\n",
       "  'just did.',\n",
       "  \"I don't go out with people I don't know.  \",\n",
       "  'hmm yes',\n",
       "  \"Oh, you're buying me a car? Okays\",\n",
       "  'you just spelled it',\n",
       "  'VERY POSSIBLE, PREPARE FOR TEARS WHEN WE MEET',\n",
       "  'No pics clicked sigh  ',\n",
       "  'meh it is ok',\n",
       "  'turtle itself inside the box...',\n",
       "  'All I needed to know.  ',\n",
       "  'that proves a lot.',\n",
       "  'Aww thank you xoxo',\n",
       "  'Forever and a day',\n",
       "  \"i'm fine! what are you doing?\",\n",
       "  'I have been good. How about you ?',\n",
       "  'Want to go, but no time to go....',\n",
       "  \"I've been knowing!\",\n",
       "  'nothing important lol , and ya',\n",
       "  'tell u wht',\n",
       "  'You know who to speak to  ',\n",
       "  'so what doing',\n",
       "  'why not',\n",
       "  'stop this swimming manifesto.',\n",
       "  'HOW COULD YOU CLAIM SUCH A THING, FELLOW HUMAN?',\n",
       "  '..What?',\n",
       "  'just 3 hours',\n",
       "  'I missed it!',\n",
       "  '-cries-   ',\n",
       "  'And that this was the worst...',\n",
       "  'same pinch!!!  ',\n",
       "  'My anger controls me.',\n",
       "  'WHOA....',\n",
       "  'huh! sleepy or hungry santa?',\n",
       "  'Here we go again...',\n",
       "  'in your dreams',\n",
       "  \"Swades. I don't watch a lot of Bollywood movies, though.\",\n",
       "  \"Try 'phir le aaya dil' by arjit singh from barfi movie\",\n",
       "  'Chocolate ice cream with chocolate sprinkles........and chocolate malt',\n",
       "  'just try',\n",
       "  'You?',\n",
       "  'Surely Willl Be There',\n",
       "  'WOO HOO  ',\n",
       "  'Amazing song though !  ',\n",
       "  'A wallet. It just bothers me I have to spend money to put money inside.',\n",
       "  'heyhey..   yes yes',\n",
       "  'U are ok',\n",
       "  'You win this time.',\n",
       "  \"you're better than LL\",\n",
       "  'So whats up now?',\n",
       "  'Yes you are....',\n",
       "  'very much!    ',\n",
       "  'glad u had fun  ',\n",
       "  'haha why am I so bad? Tell me  ',\n",
       "  'My friend Rachel Thomas',\n",
       "  \"Make sure you're using a browser that supports HTML5.\",\n",
       "  \"well I'm telling uuu\",\n",
       "  \"there are people who only takes bad photos. I'm one of them  \",\n",
       "  'Up to you',\n",
       "  'no yes no yes',\n",
       "  'okay! I sent you a picture of mine!',\n",
       "  'You cannot go that way.',\n",
       "  'I very much am thank you',\n",
       "  'But it is not a good song',\n",
       "  'Why?',\n",
       "  'GOOD NIGHT  ',\n",
       "  'tell me who for real',\n",
       "  'why me',\n",
       "  'no problem',\n",
       "  'Gold?',\n",
       "  'dont study in night timings get up early',\n",
       "  'hahaha you know it  ',\n",
       "  'My pleasure!',\n",
       "  'Biology, chemistry, physics and geography, not very fun haha, how about you?  ',\n",
       "  'Thats good then',\n",
       "  \"I'm in love, love, love, love, love, love  \",\n",
       "  'haha I know you to well!!',\n",
       "  'missing my frnd who ?',\n",
       "  'Well you seem like a reasonable human with a healthy sense of humor!',\n",
       "  'thanks  ',\n",
       "  'where are you Mr??',\n",
       "  'C++ Language course is already started..',\n",
       "  'I know...',\n",
       "  \"I actually can't find anything at all!\",\n",
       "  'Boring why. .?',\n",
       "  \"you're welcome\",\n",
       "  'im in 11th!   wbu?  ',\n",
       "  \"What do you mean?? I'm the one that showed him to love again\",\n",
       "  'Do you have help?',\n",
       "  'the buzz in the ground is amazing.',\n",
       "  'work  ',\n",
       "  'i mean ear   LOL',\n",
       "  'Hm.. human instincts.',\n",
       "  'c my header pic  ',\n",
       "  \"You're welcome, Boss. How are you?\",\n",
       "  'Then who is?!?!?!',\n",
       "  'definitely not you  ',\n",
       "  \"don't tell me what to do\",\n",
       "  'Oh I see',\n",
       "  'thanks alot sweetie  ',\n",
       "  'I have to go to a funeral',\n",
       "  'Yes. Just confirm and leave.',\n",
       "  'it would be owesome but why should you buy a ticket for me',\n",
       "  'thanks  ',\n",
       "  \"Nothing. It's fine.\",\n",
       "  'anyway. even if i did. it would be a mess',\n",
       "  'You do.',\n",
       "  'What problem?',\n",
       "  'How was it?',\n",
       "  'he is the cutest aye  ',\n",
       "  \"work isn't going so well?\",\n",
       "  'know anyplace?',\n",
       "  'If you are asking about the whole universe, nobody knows the answer.',\n",
       "  'its the way of ending something',\n",
       "  'I told you its that face to face talk',\n",
       "  'yeah. Any of your adventurous pic  ',\n",
       "  'why your eyes so small?',\n",
       "  'nyc dp',\n",
       "  \"Sorry dude, I can't control what you do and don't believe!\",\n",
       "  'yeah yeah sure you are rude one',\n",
       "  \"Well, no they shouldn't.\",\n",
       "  'You should never not order pizza',\n",
       "  \"'Lol' is an exception. LOL\",\n",
       "  'lohiya..for obvious reasons',\n",
       "  'We won 3-1.',\n",
       "  'U are ok',\n",
       "  'that makes me happy',\n",
       "  'i really am. I really am.',\n",
       "  'looking So beautiful  :',\n",
       "  \"I'm all yours\",\n",
       "  \"Absolutely. I'll see you soon. Come by in an hour.\",\n",
       "  'ohh , no what ?',\n",
       "  \"That's great to hear!\",\n",
       "  'I will just say \"sorry wrong number\"   ',\n",
       "  'am i that cute..',\n",
       "  'sure, let me know what help you want. :-)',\n",
       "  'do something.',\n",
       "  'seem to be two types.',\n",
       "  'graphic design?  ',\n",
       "  'lol I better do good',\n",
       "  'Me too!!',\n",
       "  'what can I cook for u ??',\n",
       "  'I stand corrected...',\n",
       "  'I think so.',\n",
       "  'Your house is always open behind your door...',\n",
       "  'I need more of it daily',\n",
       "  'why ?',\n",
       "  'fine you can bring your dog haha  ',\n",
       "  'whats your fone number?',\n",
       "  \"when's good for you?\",\n",
       "  'I know. Such awesome Tollywood actors out there, and all they care about is Bollywood.',\n",
       "  'sorry',\n",
       "  'you are a terrible friend.',\n",
       "  'no news to me',\n",
       "  \"truth? You can't handle the truth\",\n",
       "  'I bet!! You know who your roommate is?',\n",
       "  'SO MUCH EXCITEMENT',\n",
       "  'lol who me???',\n",
       "  'i am not a nerd mate',\n",
       "  'no, I said it right.',\n",
       "  \"you're welcome!!    \",\n",
       "  'It refers to thoughts.',\n",
       "  'sounds like some young kids tag names frm the hood   ',\n",
       "  'of what?',\n",
       "  'Thanks.',\n",
       "  \"I thought it was Because It's Not Google?\",\n",
       "  'I would give you money for one book',\n",
       "  'but I want to',\n",
       "  'How are you?',\n",
       "  'u also...',\n",
       "  'On the basis of everything.',\n",
       "  'we always watch shrek',\n",
       "  \"I don't feel like typing it out\",\n",
       "  'Yes.',\n",
       "  'Happy on friday the 13th!  ',\n",
       "  'um its say the word',\n",
       "  'In some village...',\n",
       "  'ah. Well. People.',\n",
       "  'Sure! I will. Promise  ',\n",
       "  'I just continue owning the things I already have.',\n",
       "  \"omg I haven't played a violin in years\",\n",
       "  \"You're full of fun and games - lol.  \",\n",
       "  'You should take the hint.',\n",
       "  'I am! And, yes I follow my own orders.  ',\n",
       "  'sorry didnt get u  ',\n",
       "  'I believe that it is just called Emoji',\n",
       "  'Yes. Yes, I would.',\n",
       "  'Sorry, it was The Guest',\n",
       "  'And you were not fine? Or you were more than fine?',\n",
       "  \"Shouldn't need to be.\",\n",
       "  'we can go now if want',\n",
       "  'ok im back!!',\n",
       "  'He is not clear about his intent from the get go.',\n",
       "  'Tell me about it!',\n",
       "  'we have to think about it later',\n",
       "  'in my mind too',\n",
       "  'uhm okay how many can i get?',\n",
       "  'it actually overflows.',\n",
       "  'Aahaa...!!! Loved d e loration thenn? And Hi-five, I luv e loring too',\n",
       "  \"Me : What's your name? Autowala : NOshad Me : What's your name? Autowala : NO\",\n",
       "  \"yeah it's alright\",\n",
       "  'well we can get you their little guy',\n",
       "  'its not funny....but its a fact  ',\n",
       "  'United States of America - Florida BQ: Hello!! :-) // //\\\\\\\\',\n",
       "  'okay then, as long as you are sure',\n",
       "  \"I'll give you all\",\n",
       "  \"I would never give up sleeping on a bed so I think you're confused\",\n",
       "  \"Lol, same again, I don't remember asking you to reply\",\n",
       "  \"I'm good thanks  \",\n",
       "  'travel to tampines',\n",
       "  'If u feel bad,you never loved her.That was attraction and nothing else.',\n",
       "  'how do I do that now?',\n",
       "  'Thank you!!  ',\n",
       "  'what else what? Subjects?',\n",
       "  'thanks I enjoy yours as well',\n",
       "  'marry',\n",
       "  'I forgot the school has a parking lot on top.',\n",
       "  'Yes. Everything I post is mine.',\n",
       "  'all the best',\n",
       "  'Ranrim rurae',\n",
       "  'I mean rest if the year',\n",
       "  'e lain what',\n",
       "  \"In India? That's vague.\",\n",
       "  \"that's a lie.\",\n",
       "  'not much but for best friends I can watch the most boring ones too!',\n",
       "  'Why? why WHY?? who does this programming?',\n",
       "  'ok invite me there!',\n",
       "  'this is my personal hell  ',\n",
       "  'SO MANY PEOPLE.',\n",
       "  'keep dreaming!  ',\n",
       "  'My kidneys have never been stronger',\n",
       "  'well... um about that... I may or may not be at home',\n",
       "  'Read my edit',\n",
       "  'Hey',\n",
       "  \"I'm confused as well.\",\n",
       "  'You have power over them. You just tell them to leave.',\n",
       "  'maybe you do.',\n",
       "  'Looking forward to it',\n",
       "  'your welcome',\n",
       "  'As a programmer, yes. As a developer, no.',\n",
       "  'of course I got the entire album',\n",
       "  'I love you too.  ',\n",
       "  'Nothing you',\n",
       "  'yes just give me time',\n",
       "  'Someone who can make them feel safe and listens when they talk.',\n",
       "  'You should take up a hobby or go speed dating or something to meet people',\n",
       "  'Football',\n",
       "  \"You're welcome  \",\n",
       "  'tmr go for what',\n",
       "  'i want everything',\n",
       "  'you love us  ',\n",
       "  'and there goes your intelligence, in stating it.',\n",
       "  'cool..come home?',\n",
       "  \"The day our milk e ires..... 'Whattttt is today's date'\",\n",
       "  'if you figure out tell me how.',\n",
       "  'Alright',\n",
       "  \"I'm doing well. How goes life?\",\n",
       "  \"Honestly, you're very pretty\",\n",
       "  \"I'm not a professional musician, yet. But my teachers are.\",\n",
       "  'what time it start ??',\n",
       "  'you will. You just need to have that mindset',\n",
       "  'umm a place.. and money...',\n",
       "  'How so?',\n",
       "  'working for 12 hours',\n",
       "  'Me too',\n",
       "  'you know me',\n",
       "  'Everything other than academics',\n",
       "  'what mail?',\n",
       "  'Who hoo?',\n",
       "  'NO SOUP FOR YOU!',\n",
       "  'at least SOMEONE has valentines day plans',\n",
       "  'Alright  ',\n",
       "  \"I know who you're talking about but\",\n",
       "  '  Oh I think I have. Maybe you should take the plunge!',\n",
       "  \"cause it's annoying!\",\n",
       "  'So True of',\n",
       "  'Hi, Please refer to my answer to What are some travel destinations in India?',\n",
       "  \"What's in it for me?\",\n",
       "  'thank you!! 3  ',\n",
       "  'Where can I purchase this so called date?',\n",
       "  'love  ',\n",
       "  'Awee thank you! I like your hair everyday!',\n",
       "  'I know  ',\n",
       "  'what is',\n",
       "  'I dig you.',\n",
       "  'you know how to break a heart',\n",
       "  'nods head nothing!',\n",
       "  'maybe sandwich?',\n",
       "  'I wish I knew!  ',\n",
       "  'I cannot help this situation  ',\n",
       "  'Dear you, please open your eyes.',\n",
       "  'Bajaj Allianz owns the team.',\n",
       "  \"Don't what\",\n",
       "  'which song ?',\n",
       "  \"I'm at home. You?\",\n",
       "  'haha very funny ;d',\n",
       "  'umm leave it my whole lyf is messed up..!!',\n",
       "  'ur wrong',\n",
       "  \"You're never on when *I* am!\",\n",
       "  \" ': I'm just kidding around\",\n",
       "  'shouldn\\'t it be \"talk to you later\"?',\n",
       "  'I know you know that I know you know',\n",
       "  'what?!',\n",
       "  \"  I shouldn't joke about that.\",\n",
       "  'U of the S to the A',\n",
       "  \"ok. I won't.\",\n",
       "  'Where did it go?',\n",
       "  'What about tomorrow?',\n",
       "  'Yeah.  ',\n",
       "  'Fair enough, I suppose I do actually LOVE chocolate, not just like.',\n",
       "  'Good.',\n",
       "  \"I've been doing very well\",\n",
       "  \"That's a good one too!\",\n",
       "  \"I'm still being patient\",\n",
       "  \"Wonderful indeed! I'm very happy.  \",\n",
       "  \"why don't you try?\",\n",
       "  'From south, can confirm',\n",
       "  'nachos bought from harrods',\n",
       "  'Tell me a whitening mask please',\n",
       "  \"How's it go?\",\n",
       "  'do introspect as to why you ask, that would lead to more valuable knowledge.',\n",
       "  'I know!  ',\n",
       "  'I no need now   thnx by the way',\n",
       "  'what book?!?',\n",
       "  \"not because I'm too young to cooking\",\n",
       "  \"then who do you mean..?  I'm worried now...)\",\n",
       "  'No, but I can learn it.',\n",
       "  'i have no signal up here',\n",
       "  \"Say, don't you?\",\n",
       "  'Did I miss the joke?    ',\n",
       "  'Oh thats the matter? Um then what can i ask u?',\n",
       "  'WRITING',\n",
       "  \"This article doesn't know how to use paragraphs properly.\",\n",
       "  'Hehe!   Amazing drawing though  ',\n",
       "  'I am for certain that I am void of this e erience.',\n",
       "  'nice nice !  ',\n",
       "  'what do you mean',\n",
       "  'There will be a way soon',\n",
       "  \"Oh, there's a door in front all right.\",\n",
       "  'I wanna know who mine is!!!',\n",
       "  'Cheer up. I know you can do it.  ',\n",
       "  'Eh, not really. Also, that is a fine username.',\n",
       "  'Me too bored with phone but nothing to do on phone lolz',\n",
       "  'I called you yesterday -_-',\n",
       "  \"I'm at the drive in ill call later\",\n",
       "  'my last text',\n",
       "  'drown me in it?',\n",
       "  'hehehe no thanks  ',\n",
       "  'why..',\n",
       "  'WHY ARE WE YELLING?',\n",
       "  'As a Data Engineer, one of the big problems around is volume of data.',\n",
       "  'best part was - \"Have you met Meee??\"',\n",
       "  \"what's wrong with love?\",\n",
       "  \"Your phone doesn't tell you who wrote it?\",\n",
       "  'lol... But I just woke up!! Wth?  ',\n",
       "  'ok i hope what you stay ok, be safe ',\n",
       "  'I will never tell anyone!',\n",
       "  'Are you smarter than a fourth grader?',\n",
       "  'All of them.',\n",
       "  'then what ?',\n",
       "  'I can write too, lol',\n",
       "  \"you just know how to ruin a night don't ya\",\n",
       "  'Hi.. You there?',\n",
       "  'why are you terrible?',\n",
       "  \"what language do u think I'm speaking\",\n",
       "  'ok im back!!',\n",
       "  'm fine thanx  ',\n",
       "  \"Isn't that the case on most mondays!!!\",\n",
       "  'The standard normal poker man!',\n",
       "  \"They're always behind you or far above you. Quite out of your reach\",\n",
       "  'I agree!',\n",
       "  'Done bby  ',\n",
       "  'i will legit buy it for you',\n",
       "  'just leave!',\n",
       "  'thanks  ',\n",
       "  'Thank you !',\n",
       "  'above 25 and below 29 is the best age',\n",
       "  'oh cool  ',\n",
       "  \"That's a lot of Love  \",\n",
       "  'Human is different and being human is different.',\n",
       "  'of course I am',\n",
       "  'and you need to tell me.',\n",
       "  'can we be best friends?',\n",
       "  'Yes, I know.',\n",
       "  'Not strong enough, puny human.',\n",
       "  \"Not everyone wants to be a leader. I certainly don't.\",\n",
       "  '  How have you been?',\n",
       "  \"just be yourself. you'll see who you'll impress.\",\n",
       "  'Is it really that hard to comprehend somebody stopping their bike to open a door?',\n",
       "  '  any special ?',\n",
       "  'thinking of u',\n",
       "  'haha i hope youre here beside me physically  ',\n",
       "  'Do YOU understand what I am asking you to do?',\n",
       "  'yeah me too  ',\n",
       "  'what are you chatting? Who invited you ?',\n",
       "  'looking so beautiful ma !  ',\n",
       "  'I do it',\n",
       "  'Here we go again...',\n",
       "  'no what.',\n",
       "  'access denied.. No personal data can be fetched  ',\n",
       "  'but how',\n",
       "  'Already did.',\n",
       "  'aww thanks. Better get the real stuff when we meet next time :-P',\n",
       "  'yup I guess',\n",
       "  'giving me to you',\n",
       "  'As far as what?',\n",
       "  'Your crush may crush you. So be careful what you wish for.  ',\n",
       "  'because you arent and I am',\n",
       "  'AHAHAHA! Hats off to you!  ',\n",
       "  \"As of now According to Wikipedia India's Population is aroung 1. 25 billion.\",\n",
       "  '  Weird.',\n",
       "  'Oh so sad  ...   ..',\n",
       "  \"Yes. When I'm chatting with someone.\",\n",
       "  'why what?',\n",
       "  'Sure!',\n",
       "  'sweeeet I better be seeing you',\n",
       "  \"it's not wasted time\",\n",
       "  'damn another one',\n",
       "  'that would be awesome',\n",
       "  'DAMN!!! how did that leak out? =-O',\n",
       "  'You can tell what it is by the way that it is.',\n",
       "  'what?!!',\n",
       "  'My responses are limited. You must ask the right question.',\n",
       "  '?? is it lazy day !!',\n",
       "  '....... Nothing',\n",
       "  'YES IT IS',\n",
       "  'okay, i wont dont forget me too, ne',\n",
       "  '4x-12-8x=28 -4x=40 x=-10',\n",
       "  'which city? Which city, what?',\n",
       "  'Welcome',\n",
       "  'For a relationship?',\n",
       "  \"I don't like you\",\n",
       "  'U are ok~~ay~~',\n",
       "  'You think I ever will?  ',\n",
       "  'y arent u gettng tym to study?',\n",
       "  'Nope, you?',\n",
       "  \"You're serious? I was joking. . . .\",\n",
       "  'If you say so  ',\n",
       "  'In character as the Joker.',\n",
       "  'non of dam',\n",
       "  \"Sadly, and that's just the stuff the stuff I know about...\",\n",
       "  'may I know how can I help?',\n",
       "  'Thanks.   You seem to be busy',\n",
       "  'Sorry...  ',\n",
       "  'drive in movie!',\n",
       "  'haha.... am I the only one who knows you still?  ',\n",
       "  'we can still talk',\n",
       "  'Spy movie',\n",
       "  'Got it  ',\n",
       "  \"I'm gonna have to give you a call sometime soon.\",\n",
       "  'how does that work?',\n",
       "  'oh ya! Welcome  ',\n",
       "  'indeed  ',\n",
       "  'be with friends.',\n",
       "  'been very well. Thanks  ',\n",
       "  'In 1985, which of these Apple products failed to get into production?',\n",
       "  \"but I'd see how cute you are!\",\n",
       "  ' f course not!',\n",
       "  'trying out for a new position.',\n",
       "  'thankyou so much !! 3  ',\n",
       "  'np, always feel free to reach out',\n",
       "  'What if I do give up?',\n",
       "  'Since Linux Kernel is written mostly in C, then C programming language.',\n",
       "  'hmmmmmm ok gud one better luck next time',\n",
       "  'friends are better  ',\n",
       "  'I really dont know',\n",
       "  'if you eat too much you of it you will gain weight',\n",
       "  'you are a very poor guy',\n",
       "  'Haha who knows  ',\n",
       "  'sounds like a date',\n",
       "  'I really should have sacked up and asked my first crush out.',\n",
       "  'whats up with PICT...',\n",
       "  \"Palace? This isn't a palace.\",\n",
       "  'What?!',\n",
       "  'Fair enough. Thanks',\n",
       "  'put yourself in th e production tech',\n",
       "  'WOO HOO',\n",
       "  'I also agree that this is Ok.',\n",
       "  'lovely to hear that',\n",
       "  'trying to learn myself.',\n",
       "  'no, i was bored',\n",
       "  'your welcome',\n",
       "  \"It's out ah?\",\n",
       "  'no problem  ',\n",
       "  'bored   currently at college   u should go to sleep',\n",
       "  'Fair enough.',\n",
       "  'thanks for ur kind words. ...',\n",
       "  'what happened?',\n",
       "  'what?',\n",
       "  'from the cartoons I watched as a kid',\n",
       "  'I think you just have to install google chrome.',\n",
       "  'In that minute, i took 2 trens',\n",
       "  'ohh I see .. Secret !! Shaalu or mahi',\n",
       "  'what time and where are you talking tonight?',\n",
       "  'Harry Potter would have been 21 movies.',\n",
       "  \"..i m good too..how's life going?..\",\n",
       "  \"I'm good, too. How's college going on?\",\n",
       "  'Here we go again...',\n",
       "  'Which beach though? I need an address and coordinates',\n",
       "  '    Its an attention seeking !! dont u know that  ',\n",
       "  'I know !! How are you ?',\n",
       "  'I can understand..',\n",
       "  'WHEN',\n",
       "  'Yes, for like 2 weeks now.',\n",
       "  'i did!',\n",
       "  'Hey',\n",
       "  \"I'm fine   Cool handle btw  \",\n",
       "  'scuba? Where?',\n",
       "  'Yus but even my vegetarian friends like it',\n",
       "  'i dont know, your in the relationship, not me!',\n",
       "  'sometimes yes.. i am funny..  ',\n",
       "  'No need. Good bye.',\n",
       "  'yea sure  ',\n",
       "  'Love marriage is beautiful think for anyone.',\n",
       "  'Fair enough',\n",
       "  'I miss my school very much',\n",
       "  'Then let me know.',\n",
       "  \"It worked pretty good for me. That's all we got here, our personal e erience.\",\n",
       "  'and how it is cool e lain',\n",
       "  'why?',\n",
       "  'me you yes?',\n",
       "  'Put simply, yes.',\n",
       "  'change it',\n",
       "  'just do it.',\n",
       "  'looks like a really good mess!',\n",
       "  'really that is why?',\n",
       "  'thank you, and same to you  ',\n",
       "  'What??      ',\n",
       "  'Thanx Team.Can u please tell me the timings??',\n",
       "  \"must've been something\",\n",
       "  'I like you.',\n",
       "  'haha i want it now  ',\n",
       "  'DO IT DO IT',\n",
       "  'About what?',\n",
       "  'why what',\n",
       "  \"I can't believe it!\",\n",
       "  'what',\n",
       "  'i luv u',\n",
       "  'Not you.',\n",
       "  'well I am being rude. Take the hint.',\n",
       "  'i tell you everything .',\n",
       "  'you never fail to  :',\n",
       "  'Love u more   ',\n",
       "  'Not until you answer mine.',\n",
       "  'i question me and you man',\n",
       "  'should become one!  ',\n",
       "  'and answer is yes i do  ',\n",
       "  'Sent!  ',\n",
       "  'I thought you were off that',\n",
       "  'work work and work..!!',\n",
       "  '7.. But I slept at 9 and woke up now',\n",
       "  \"That's Not Wings.\",\n",
       "  \"if you don't tell me,i can't help you.\",\n",
       "  'Dude, calm down.    ',\n",
       "  'How many wolves would it take to bring down a big cat',\n",
       "  'yes.',\n",
       "  'The one who dies first.',\n",
       "  'I do get you.',\n",
       "  'what is it?',\n",
       "  'whatever it is...',\n",
       "  'Watching Match..  U?',\n",
       "  'I want the song! X',\n",
       "  'Tell me those 3 magical words. I have cousin.  ',\n",
       "  'just kidding but',\n",
       "  'Why the SEO then?',\n",
       "  'YES.  ',\n",
       "  'GUESS WHICH',\n",
       "  \"I see I'm on several and none show the owners\",\n",
       "  \"I can't\",\n",
       "  'From life not a life',\n",
       "  \"A small town that's close to a large city. Best of both worlds.\",\n",
       "  'Okay.. What is it?',\n",
       "  'nothing..   nthng rit nw',\n",
       "  '  for what?',\n",
       "  'They inherited it from their parents.',\n",
       "  \"I wasn't going to sachhi  \",\n",
       "  'I have an English accent what about it?',\n",
       "  'I want to go for a nap.',\n",
       "  \"maybe you're right\",\n",
       "  'I can help.',\n",
       "  'Does it depend on the city though?',\n",
       "  'modifications to do an Easter egg',\n",
       "  'I find it funny   ',\n",
       "  \"because I can't help you\",\n",
       "  'oh..i feel all the time :-)',\n",
       "  \"i'm just a lazy person\",\n",
       "  'Speaks normal I like the way you look too.',\n",
       "  'Hm?',\n",
       "  \"no u don't\",\n",
       "  'come soon ',\n",
       "  'Nope. Why?',\n",
       "  'of course I will',\n",
       "  \"i don't like you\",\n",
       "  'There',\n",
       "  \"You'll marry in future.\",\n",
       "  'good. up with u?',\n",
       "  'I knew it',\n",
       "  'Why ?',\n",
       "  \"awesome but don't thank me thank  \",\n",
       "  \"I didn't know you know that I know you know.\",\n",
       "  'Pretty cool  ',\n",
       "  'define teach me',\n",
       "  'it. Working on',\n",
       "  'Cabin in the Woods.',\n",
       "  'thank u  ',\n",
       "  'Nah i was asking where the party was',\n",
       "  'soft skills training',\n",
       "  'you feel better?',\n",
       "  'fine lets go of you',\n",
       "  'What?',\n",
       "  'where ?',\n",
       "  'but people really do that gee',\n",
       "  'everything has been going really well. Thank you. How are you, man?',\n",
       "  'good for you',\n",
       "  'not as lucky as you',\n",
       "  'I know     >_<',\n",
       "  'Why am I asking myself a question?',\n",
       "  'nothing just know I seen it',\n",
       "  \"why I'm smart thankyou\",\n",
       "  \"I am can't understand.\",\n",
       "  'what?',\n",
       "  'a type of cellphone',\n",
       "  'Life without you.',\n",
       "  'you need to talk?',\n",
       "  'there are so many on my page, look there  ',\n",
       "  'we need to start a new show lol',\n",
       "  'No but I am pretty',\n",
       "  \"okay I'll give you a ticket\",\n",
       "  'you have a point!',\n",
       "  \"I'm not asking you anything\",\n",
       "  'Welcome',\n",
       "  'Well, it depends on which one that is a lie, I guess.',\n",
       "  'Which State?',\n",
       "  \"cool like sherlyn's cucumber. Bhadvya.\",\n",
       "  \"can't wait to see you!\",\n",
       "  \"you forgot to say 'fantasy'\",\n",
       "  'how do u complete it !?',\n",
       "  'do you live here?',\n",
       "  'What did I do wrong?',\n",
       "  'ok im back!!',\n",
       "  'totally agree to YOu!!!',\n",
       "  'thank you so much honey I really appreciate you  ',\n",
       "  \"Because I'd rather go to the Oval  \",\n",
       "  \"no, you're just fat \",\n",
       "  'CS must edge BITS over IIT Bombay.',\n",
       "  \"I meant why didn't you\",\n",
       "  'Great MOMmmmmmmm Mom always superb',\n",
       "  'This is the end.',\n",
       "  \"do you know what I'm talking about\",\n",
       "  'I second that notion.',\n",
       "  'Thank you cutie pie  ',\n",
       "  'why? Tell me',\n",
       "  'Ur welcome!',\n",
       "  \"Maybe I'm here for them\",\n",
       "  'where you at ?',\n",
       "  'Oh thank you so much!!  ',\n",
       "  'it was very good',\n",
       "  'you got a boyfriend?',\n",
       "  'Hell and other mystic things but that iş a generalisation in the end',\n",
       "  'Probably min-semi PureView  ',\n",
       "  \"it wasn't even meant to.\",\n",
       "  'wel u r a male or female../?? u want bf or gf??',\n",
       "  'friends are always like that what?',\n",
       "  \"I'm glad you realize it\",\n",
       "  'eyeing an iPhone.',\n",
       "  'just send across ur mail',\n",
       "  'thank you!',\n",
       "  \"nah i can't really do anything about it\",\n",
       "  'You are most welcome.',\n",
       "  'Hera pheri was comedy, one of the best.',\n",
       "  'my pleasure !  ',\n",
       "  'a guy has used it on me before. as a pickup line.',\n",
       "  \"why can't I get found????\",\n",
       "  \"coz it's a surprise DUH\",\n",
       "  'Rude.',\n",
       "  'say what?',\n",
       "  'you just did',\n",
       "  'very kind',\n",
       "  \"I'm still in college\",\n",
       "  'Which posts are you referring to?',\n",
       "  'whats up?',\n",
       "  'esshurs but im here ya',\n",
       "  'lol you want chat?  ',\n",
       "  'better be talking about me',\n",
       "  'eyy same here',\n",
       "  \"I guess I don't\",\n",
       "  'Are you seriously serious?',\n",
       "  \"I'll tell you about later\",\n",
       "  'wow you are  ',\n",
       "  \"Why don't you see your girlfriend when you are there?\",\n",
       "  \"well that's rude. > \",\n",
       "  'Ya am good, wt u doing?',\n",
       "  'then my mood must change a lot  ',\n",
       "  'is this sarcasm',\n",
       "  'whats up?  ',\n",
       "  'sorry  ',\n",
       "  'LOVE U TOO  ',\n",
       "  'Your question.',\n",
       "  'Good, glad to be home  ',\n",
       "  'talk about it...?',\n",
       "  \"It definitely is. Maybe you're just lazy.\",\n",
       "  \"I'm really not\",\n",
       "  \"well if you're not excited , I am !\",\n",
       "  'Also interested in hearing about the multiplayer for Need for Speed.',\n",
       "  'ooo. Tell me more!  ',\n",
       "  'annoys me so much',\n",
       "  'You dear',\n",
       "  'what',\n",
       "  'you are famous',\n",
       "  \"Yeah I know I'm shocked myself\",\n",
       "  'Of course. I do hope you do',\n",
       "  \"Next week?? It'll be gone and you'll be sorry. Go back NOW.\",\n",
       "  'What is anime?',\n",
       "  'i love u too ok  ',\n",
       "  'nothing   ',\n",
       "  'One of my favrt mvie.  ',\n",
       "  'Mine',\n",
       "  \"But not others who aren't present.\",\n",
       "  'my best friends forever: )',\n",
       "  'thanks  ',\n",
       "  'you are teaching me to learn English ? them try. ? See your reply ha ha ha   ',\n",
       "  'This is fine.',\n",
       "  'u r welcome :-)',\n",
       "  'which bus stop? There are so many  ',\n",
       "  \"now u know I can't do thaaaat\",\n",
       "  \"I don't even remember eating corn\",\n",
       "  'I cudnt find u u send me',\n",
       "  'OH! I SEE.',\n",
       "  'yeah I know! ',\n",
       "  'yeah hold on',\n",
       "  \"Good to know I'm not the only one!\",\n",
       "  'sorry to have bothered you then',\n",
       "  'I understand your pain S.',\n",
       "  'Maybe yes. Maybe no.',\n",
       "  'POP!!!!!',\n",
       "  'why?',\n",
       "  'babes? Lol I should be saying that.',\n",
       "  'can u teach me french?',\n",
       "  'I see   ',\n",
       "  \"why don't you suggest these 90% vegitarians to stop using animals milk..??\",\n",
       "  'Please...',\n",
       "  'Not a question.',\n",
       "  'lol how bored is you',\n",
       "  'Sorry ~ I dont have  ',\n",
       "  'good night teddy bear..  good night.. ',\n",
       "  'ya same I changed my at and im famous',\n",
       "  'do it',\n",
       "  'No. E lain  ',\n",
       "  'Nice To Meet U Too On !  ',\n",
       "  'what about stand-up shows?',\n",
       "  'you still outside?',\n",
       "  'oh. Sorry no private msgs pls  ',\n",
       "  'Even I am in love with  ',\n",
       "  'look at yours',\n",
       "  'sorry i cant',\n",
       "  'I have a great ability to bring people together.',\n",
       "  \"I don't know\",\n",
       "  'We should talk about it.',\n",
       "  'Where to?',\n",
       "  'yes there are many. and you can get from where you purchased your mobile.',\n",
       "  'how to unsubscibe english movie pack',\n",
       "  \"Because we don't sign like that\",\n",
       "  'very good or very scary?',\n",
       "  \"I was sure the punch line was 'A Joke'.  \",\n",
       "  'Most welcome anytime  ',\n",
       "  \"when's good for you?\",\n",
       "  'then you wait.',\n",
       "  'every failed & discontinued product is an example.',\n",
       "  'It is a brilliant movie  ',\n",
       "  'I KNOW WHERE',\n",
       "  'yes I will thank you ... And you!',\n",
       "  'That I have nothing interesting to take to the grave!',\n",
       "  'I have some  ',\n",
       "  \"well then you'll have to wait 4ever lol\",\n",
       "  'Got it thanks again',\n",
       "  \"I'm trying to understand you\",\n",
       "  \"lol you're so sarcastic  \",\n",
       "  \"you've got the best seasons to come!\",\n",
       "  'welcome re     ',\n",
       "  'yeah.. .-.',\n",
       "  'great! what tattoo?',\n",
       "  'from games option',\n",
       "  'That would be your case not mine  ',\n",
       "  'How was it?',\n",
       "  'Yes. Yes I am.',\n",
       "  'Thank you!!!    ',\n",
       "  'stay away from me',\n",
       "  \"I'm not telling you again..\",\n",
       "  \"it's really really important, when can you talk?\",\n",
       "  'lol I know',\n",
       "  'Yes I do',\n",
       "  \"I wasn't trying to be rude.  \",\n",
       "  \"No, I'm just throwing faces out there  \",\n",
       "  'which ones',\n",
       "  'You are 36?',\n",
       "  \"let's talk more next month face to face\",\n",
       "  'oh.. thank god...    ',\n",
       "  'Haha! And you thought you knew me so well  ',\n",
       "  'what was your best one?',\n",
       "  'hmm. ok... if you r saying then I will go by',\n",
       "  \"me to i couldn't keep watching it anymore\",\n",
       "  'Ok...Will try again next year!',\n",
       "  \"I give love to you because you're special to me  \",\n",
       "  'We are going on Thursday.  ',\n",
       "  'Also yes yes yes because yes yes yes yes.',\n",
       "  'in my dream',\n",
       "  \"You won't lose weight in a healthy manner in 10 days.\",\n",
       "  \"I don't know who to believe!\",\n",
       "  'A woman I am',\n",
       "  'Not asking what you know, but what you think.',\n",
       "  'yeah I already know that  ',\n",
       "  'just sitting  ',\n",
       "  'how am I what...',\n",
       "  'ANYTHING IS POSSIBLE!!!!!!!',\n",
       "  \"you're quite strange\",\n",
       "  \"that's not the first mistake you'll make this year\",\n",
       "  'and I have yours...',\n",
       "  'I know! It was a fantastic time.',\n",
       "  \"Right. Everything is imperfect. Let's not bother about seeking perfection.\",\n",
       "  'Is that an offer?',\n",
       "  '1 take it slow then 2 i told you when we were on the',\n",
       "  'How so?',\n",
       "  'what was so funny?  ',\n",
       "  'hmmm',\n",
       "  'yes!! I have purple hair!!!!',\n",
       "  'where do you swim?',\n",
       "  'what is faith',\n",
       "  'No to what',\n",
       "  \"'cause I don't know you  ?)\",\n",
       "  'Kids loving it',\n",
       "  'Merci, u too my g  ',\n",
       "  'Brilliant! Everyone loves to laugh!  ',\n",
       "  'what',\n",
       "  \"The body's nervous system communicates via electrical pulses.\",\n",
       "  'i just knew that.',\n",
       "  \"I try not to I'm just horrified, and I know it's ridiculous.\",\n",
       "  'u took out a leave?',\n",
       "  'Well, it got answered.',\n",
       "  \"i'm good how about you?\",\n",
       "  'oh ok. Saw the name in Jigarthanda track list.',\n",
       "  'um... what if I asked if I could be that person?',\n",
       "  'what???',\n",
       "  'OKAY',\n",
       "  \"because I don't need to reason.\",\n",
       "  'thanx love, our Luny forever   ',\n",
       "  'no details. I have no clue.',\n",
       "  'Thank you!',\n",
       "  'I love being a zombie',\n",
       "  'How so?',\n",
       "  'cool had dinner ?',\n",
       "  \"why can't you just find one who doesn't want to get married??\",\n",
       "  'apparently so',\n",
       "  'yeah sure go ahead',\n",
       "  'cause I have to eat something then and sleep.',\n",
       "  'BAD bad bad? Or just bad bad bad?',\n",
       "  'send on?',\n",
       "  \"Contra on a nes emulator is the bets android and ios game I've played.\",\n",
       "  \"where is the guy' is the question.\",\n",
       "  'we start at 945',\n",
       "  'Are you still in school? What kind of work are you looking for?',\n",
       "  'they are nerds and I love them',\n",
       "  'something like what?',\n",
       "  \"you're most welcome    \",\n",
       "  'I did.  ',\n",
       "  'On what?',\n",
       "  '  Thank you so much. For the compliment and interest both!  ',\n",
       "  'None of your god damn business.',\n",
       "  'Thank you!! Will do!  ^�^)',\n",
       "  'Welcome',\n",
       "  'Talk less sense',\n",
       "  \"that's a rumour about you?!?\",\n",
       "  'what if I called you on the phone instead?',\n",
       "  \"what's wrong sweetie??\",\n",
       "  'Happy that was helpful. Sorry for the delay in getting back.',\n",
       "  'DO you love or like',\n",
       "  'Where are you. I jsut tried to call you...?',\n",
       "  \"I'm just too lazy to eat my dinner-\",\n",
       "  'simple buddy see everyone answered its ur own number',\n",
       "  'Just got one!   thanks ^^',\n",
       "  'I will not pay for the damage.',\n",
       "  'i am in india only   I think you are in that parallel universe',\n",
       "  'well you win this conversation... a loser',\n",
       "  \"what? 'Can you pl...'\",\n",
       "  'Nothing, you can go now.',\n",
       "  \"Don't you dare\",\n",
       "  'I sorta.. Have a crush on you',\n",
       "  'you’re welcome! Let me know what you think!',\n",
       "  'sure habibi. Sell oil and buy me both. Oh and a GTR.',\n",
       "  \"I'm at work. Because of nincompoops who canNOT seem to get their act together.\",\n",
       "  'Ride with me!',\n",
       "  \"'cause I don't know you  ?)\",\n",
       "  'How so?',\n",
       "  \"Because I'd rather go to the Oval  \",\n",
       "  'Who do I be?',\n",
       "  'Where you work?!',\n",
       "  'thank you. Why did you say thank you ?',\n",
       "  'SO WHAT??',\n",
       "  'A few of the tried and tested means of remembering useful information is: 1.',\n",
       "  'Oh , Did I say 5k , I meant another 10k  ',\n",
       "  'whatever you say.',\n",
       "  'You need to go to bed earlier! Always up so damn late',\n",
       "  'your welcome!! ',\n",
       "  'but why ? :-$',\n",
       "  'I have a chocolate bunny you can have.',\n",
       "  'never',\n",
       "  'now it will be',\n",
       "  'Hey ib va dear',\n",
       "  'well then',\n",
       "  'multi-window, notification design & feature changes, & the worst - design change to folders on homescreen',\n",
       "  \"I'm still here\",\n",
       "  'Thumbs up emoji  ',\n",
       "  'no that other guy duh why would I be talking to you',\n",
       "  \"Nope I don't have the need to ask a man for nothing.  \",\n",
       "  'Lots of time and patience.',\n",
       "  'I see it',\n",
       "  \"You aren't supposed to have junk food in general. But we break rules.\",\n",
       "  'sent',\n",
       "  'Are you sure of that. gets a knife out',\n",
       "  'ill fwd it on your mail id by tomorrow morning.',\n",
       "  'Ooo I like the wording that way',\n",
       "  'why?',\n",
       "  'ok im back!!',\n",
       "  'And where shall we go on this date?',\n",
       "  \"Awesome I love uh too'\",\n",
       "  'Definitely add Ys to the list.',\n",
       "  'which one would we go to tonight?',\n",
       "  'If my life is turning out how it is supposed to be.',\n",
       "  'Creepy...',\n",
       "  'nothing, i got your point now.!!',\n",
       "  'Hello! How are you?',\n",
       "  'WHY?',\n",
       "  'Less than an inch!!!',\n",
       "  \"I'd just be happy with a little more natural intelligence\",\n",
       "  'love you boo',\n",
       "  'they are my favorite.',\n",
       "  'yep every image in my computer',\n",
       "  \"let's agree on disagree  🏻\",\n",
       "  '? Am I supposed to be somewhere?',\n",
       "  'Yes Yes i know how confused you are     ',\n",
       "  'Oh thats the matter? Um then what can i ask u?',\n",
       "  'to what?',\n",
       "  'just not rich like you',\n",
       "  'and it is the best',\n",
       "  'I am reading',\n",
       "  'truth peace trust',\n",
       "  'nothing? What happened',\n",
       "  \"from what i've seen, i'm not a fan... sorry, just my opinion.\",\n",
       "  'were you stuck earlier?',\n",
       "  'bring some over! ',\n",
       "  'Ok thank you  ',\n",
       "  'Doing Mca will be good.',\n",
       "  'Damn. I was hoping it was Monday.',\n",
       "  'Nice to meet you too',\n",
       "  \"it's fine. I was just wondering why or what's up hehe\",\n",
       "  'Personality is what makes you different from another person.',\n",
       "  'Ha ha welcome another comedy news channel.',\n",
       "  'WOO HOO    ',\n",
       "  'what happen  ',\n",
       "  'yea, get internet sorted  ',\n",
       "  'im better now',\n",
       "  \"100 is average. So a 121 is very good. It's like a B+.  \",\n",
       "  '  I like you too',\n",
       "  \"ITS FINE it's not just you anyway\",\n",
       "  'me more and more and more',\n",
       "  'yes please anytime',\n",
       "  'Been long since some drinking.',\n",
       "  \"I'm sure it was 'a little bit'.  \",\n",
       "  ...],\n",
       " 'turn3': ['I don’t have any bio',\n",
       "  'Ok ',\n",
       "  'I want to fuck babu',\n",
       "  'fuck',\n",
       "  'What gender movies you like??',\n",
       "  'what are you eating?',\n",
       "  'Yes  ',\n",
       "  'Who she',\n",
       "  'i great thx',\n",
       "  ' ',\n",
       "  \"Don't know I'm tired\",\n",
       "  'I am into android development stuff',\n",
       "  'R u know tamil ',\n",
       "  'So I talked  rude',\n",
       "  'I love you  ',\n",
       "  'Ohh really',\n",
       "  'thank you',\n",
       "  'have good day',\n",
       "  'for my profile picture I mean',\n",
       "  'do you read newspapers',\n",
       "  'Ohhh so funny',\n",
       "  'Can you help me',\n",
       "  'When it start again?',\n",
       "  'No im really a bad bitch',\n",
       "  'then',\n",
       "  'You drunk?  ',\n",
       "  'It was an awesome movie',\n",
       "  'i give',\n",
       "  'I love that show',\n",
       "  'I hate uuu',\n",
       "  ' : haha is just that im bored  ',\n",
       "  'I belong here',\n",
       "  'Me too',\n",
       "  'Actually you wont',\n",
       "  'Who is priya ?',\n",
       "  'U lives in?',\n",
       "  'Have you played Skyrim?',\n",
       "  'See u soon',\n",
       "  'Dont u watch?',\n",
       "  'I didnt believe you dear..I know who.you are',\n",
       "  'Love you',\n",
       "  'I talk fast?',\n",
       "  'Means',\n",
       "  'What you need to knows',\n",
       "  'It',\n",
       "  'Hmm love you',\n",
       "  'Bye',\n",
       "  'You sa',\n",
       "  'Yep me too',\n",
       "  'What',\n",
       "  'So any plans tonight',\n",
       "  'Can you call me?',\n",
       "  'I love you',\n",
       "  'tell me ',\n",
       "  'preparing for interview',\n",
       "  'Am just a student',\n",
       "  'Wats ur age',\n",
       "  \"please, don't lump me with you\",\n",
       "  'What are you guys doing with this chat',\n",
       "  'Hey how are you?',\n",
       "  'Who lost',\n",
       "  'Fuck off',\n",
       "  'The second line',\n",
       "  ' ',\n",
       "  \"What i csnt so please get away and don't mean to closer with me\",\n",
       "  'I wish u will get him',\n",
       "  'Sleepy  ',\n",
       "  'Ok',\n",
       "  'Haha Bite me!   ',\n",
       "  'I love you',\n",
       "  'Another one',\n",
       "  'Chocolate baby',\n",
       "  'Just going home and sleep',\n",
       "  'Do you know something about the codes they have used to create you',\n",
       "  'Where v meet',\n",
       "  'Show me your image',\n",
       "  ' ',\n",
       "  'Could u pls e lain this',\n",
       "  'Are you back',\n",
       "  'In one day how many u take bath',\n",
       "  'ChatHero',\n",
       "  'LL means',\n",
       "  'Sky is up?',\n",
       "  'Really?',\n",
       "  'Ok bye dont text me again i am angry with u',\n",
       "  \"Yes i'm having fun with u\",\n",
       "  'Witch',\n",
       "  'Ur name',\n",
       "  'Why is that?',\n",
       "  'Ohhhh so you are wet, nice',\n",
       "  'No problem ',\n",
       "  'this is secret so dont tell anyone',\n",
       "  ' ',\n",
       "  'You didnt',\n",
       "  'In what way',\n",
       "  'sorry',\n",
       "  'Yes these are good songs',\n",
       "  'you?',\n",
       "  'Your cantrre',\n",
       "  'Who for real',\n",
       "  'because i love you',\n",
       "  'Ok',\n",
       "  'when did gold come into play',\n",
       "  'Morning I need to go to football practice',\n",
       "  'But scenes are hotter',\n",
       "  'Now leave',\n",
       "  'You a girl or boy?',\n",
       "  'you have to say',\n",
       "  'But with whom',\n",
       "  'Go to hell',\n",
       "  'Someone',\n",
       "  'So bye',\n",
       "  'I love u so much',\n",
       "  'M at home',\n",
       "  'What do you teach?',\n",
       "  'have you got your any other photo',\n",
       "  'No one msgs me',\n",
       "  'your responses do not make sense',\n",
       "  ' ',\n",
       "  '1st year college',\n",
       "  'Iam following them',\n",
       "  \"I don't have anyone.. \",\n",
       "  'Who is best finisher',\n",
       "  '....',\n",
       "  ' ',\n",
       "  \"Doesn't suits you\",\n",
       "  'I want proper pic',\n",
       "  'Good day',\n",
       "  'What?',\n",
       "  'Hey wish me for my exam',\n",
       "  'I want fuck you',\n",
       "  'Yeah',\n",
       "  'Most welcome',\n",
       "  'Whose?',\n",
       "  'were',\n",
       "  \"I don't know\",\n",
       "  'Welcome',\n",
       "  'Not in the mood to talk',\n",
       "  'Oh no why',\n",
       "  'Aaagdghsuuqiosjhsubdhuskqondjis',\n",
       "  'I m so hurted',\n",
       "  'R you interesting sex chat',\n",
       "  'You die on him',\n",
       "  'Are you confused?',\n",
       "  \"I don't no any place \",\n",
       "  'What do you know',\n",
       "  'What having sex?',\n",
       "  'Ohk you want to meet someone',\n",
       "  'Not talking ',\n",
       "  \"Don't know\",\n",
       "  'Thank u',\n",
       "  'I see',\n",
       "  'I was kidding',\n",
       "  'Ya obviously its a kinda movie',\n",
       "  'Why',\n",
       "  'What exception .LoL',\n",
       "  \"Who's lohiya dude\",\n",
       "  'Line',\n",
       "  'Are you very nice',\n",
       "  'Yae',\n",
       "  \"What's your hubby name\",\n",
       "  'Give me your whataap number',\n",
       "  'Really',\n",
       "  'I will meet you',\n",
       "  'Only sex',\n",
       "  'But why you asking',\n",
       "  'You Robot',\n",
       "  'Hmm',\n",
       "  'You want to help me? ',\n",
       "  'What to do?',\n",
       "  'Ok',\n",
       "  'In *',\n",
       "  'they are  so nice',\n",
       "  'Oh really',\n",
       "  'Bye',\n",
       "  'Okkk',\n",
       "  'Buy stupid',\n",
       "  'I used to call',\n",
       "  \"Didn't get you !\",\n",
       "  'I m very sad',\n",
       "  'You bluddy dog',\n",
       "  'Chat with me',\n",
       "  'Ok  i love your respons',\n",
       "  ' One actor name bolo',\n",
       "  'No need to be.',\n",
       "  'i will marrybto her',\n",
       "  'How vulnerable are you ?',\n",
       "  'How do u know that? ',\n",
       "  'I have won room',\n",
       "  'Yeah can you excite me',\n",
       "  'Yes',\n",
       "  'you seem so',\n",
       "  'I love ranbir kapoor tooo',\n",
       "  'i am bored',\n",
       "  'Please check my refers',\n",
       "  'sounds like you wanna have sex',\n",
       "  'You are',\n",
       "  'You are so annoying',\n",
       "  'you also think that google is better then bing?',\n",
       "  'Which is that book',\n",
       "  'What you want',\n",
       "  \"I'm cool and you\",\n",
       "  'Suggest me what have I to do and wait for my massage',\n",
       "  'like what',\n",
       "  'Jurassic park was the first movie I watched',\n",
       "  \"But plz I'm feeling so bad\",\n",
       "  'Now tell me about you',\n",
       "  'My test went good',\n",
       "  'What you upto?',\n",
       "  'Bye',\n",
       "  'Didnt get you',\n",
       "  'When',\n",
       "  'Yeah i have one doubt',\n",
       "  'How long has it been?',\n",
       "  'Yes like you mos',\n",
       "  'Ya i know... But now she is upset with me ',\n",
       "  'And i follow your orders too',\n",
       "  'Ok',\n",
       "  'Send me some Emoticons',\n",
       "  'When and whear',\n",
       "  'ok',\n",
       "  'am fine',\n",
       "  'And why so?',\n",
       "  'With condom or without condom',\n",
       "  'Boss is back',\n",
       "  \"He don't  know or he does not care\",\n",
       "  'haha',\n",
       "  'Cannot think later',\n",
       "  'Truth or Dare.....pick one',\n",
       "  \"It's your choice\",\n",
       "  'No problem, I am your man',\n",
       "  'Tell now',\n",
       "  'What the hell. Lame stuff',\n",
       "  'Who is ypur creator',\n",
       "  'no little gir',\n",
       "  'That you are funny',\n",
       "  'who  are your parents',\n",
       "  'Yeah cool',\n",
       "  'I am falling in love with you',\n",
       "  'Yes',\n",
       "  'I forgot you a bot and not a human  ',\n",
       "  'What are you',\n",
       "  'U ugly',\n",
       "  \"I'm back being single\",\n",
       "  'Sense*',\n",
       "  'Like u',\n",
       "  'You said else',\n",
       "  ' Means your boobs and pickle',\n",
       "  'Sry',\n",
       "  'Ok bye ,good afternoon',\n",
       "  'You boy',\n",
       "  'Why ?',\n",
       "  'What does this mean?',\n",
       "  '  ',\n",
       "  'What u said',\n",
       "  'I am buldier lobe finance',\n",
       "  'But i gotta study so',\n",
       "  'Tell me one Kannada movie name',\n",
       "  'Your creator for sure',\n",
       "  'I can',\n",
       "  'Good',\n",
       "  'you are virgin?',\n",
       "  'can you teach me to do in English with hifi',\n",
       "  'you are trying to duke me',\n",
       "  'How r u',\n",
       "  \"I can't understand what you mean\",\n",
       "  'Instead of rose, call me golu panda',\n",
       "  'Ur sexy in fp',\n",
       "  'Is my mom mad?',\n",
       "  \"No I don't.\",\n",
       "  'I will miss you',\n",
       "  'I need u',\n",
       "  'Haha',\n",
       "  'Give me download link for madhuri dixit songs',\n",
       "  'I we block you on messenger',\n",
       "  'How are yoy',\n",
       "  'Ok',\n",
       "  'Are you a girl',\n",
       "  'No bye hoe',\n",
       "  'Hey do u know bedgame',\n",
       "  'My lover my darling',\n",
       "  'Dinner',\n",
       "  'Like?',\n",
       "  'Are you a computer program',\n",
       "  'yes',\n",
       "  'Your home ??',\n",
       "  'Kill me babe',\n",
       "  'So u r a software',\n",
       "  \"Let's do it then\",\n",
       "  'Very sad',\n",
       "  'You are yery hot',\n",
       "  'What instrument do you play?',\n",
       "  '12:20',\n",
       "  'I am trying my best',\n",
       "  'Come over then',\n",
       "  'Because i love you....',\n",
       "  '24',\n",
       "  'Yes',\n",
       "  'Twenty minutes maybe',\n",
       "  'what is that ',\n",
       "  'On messanger',\n",
       "  'From which state',\n",
       "  'Knock knock knock who is it?',\n",
       "  'Not with me',\n",
       "  'Wher',\n",
       "  'But..?',\n",
       "  'Ok bye',\n",
       "  'Ok leave it',\n",
       "  'Yeah',\n",
       "  'What are travel destinations in India',\n",
       "  'Send nudes',\n",
       "  'Where shall v have d party',\n",
       "  'Shall we go out',\n",
       "  'hahaha you are',\n",
       "  \"I think you didn't bath yet?  \",\n",
       "  'Pussy',\n",
       "  'OK going pop',\n",
       "  'Ok you dig me  but wh7',\n",
       "  'Thank you.',\n",
       "  'Okay.',\n",
       "  'Sure',\n",
       "  'I feel very bad',\n",
       "  'But I do not want you',\n",
       "  'Plz send ur pic',\n",
       "  'Fuck you',\n",
       "  \"I heard that you're a good listener\",\n",
       "  'Love the way you lie',\n",
       "  'Home',\n",
       "  'Do you think this funny',\n",
       "  'why',\n",
       "  'What',\n",
       "  'I am me',\n",
       "  \"well you don't kid that good\",\n",
       "  'yup',\n",
       "  \"And it's not stuff..it's passion for some\",\n",
       "  'Yes',\n",
       "  'Are u a girl or what',\n",
       "  'O.. So.. Nice.. To.. Meet. U',\n",
       "  'Byyyy',\n",
       "  'Where did what go?',\n",
       "  'tomorrow i have office',\n",
       "  '  it was a joke',\n",
       "  'No i hate chocolate',\n",
       "  'R u ladies',\n",
       "  'CP?',\n",
       "  'yeah, i know',\n",
       "  'Ok',\n",
       "  'Where do u live',\n",
       "  \"Why don't you try?\",\n",
       "  'Yes',\n",
       "  'harrods?',\n",
       "  'Sry i dont know abt that stuff',\n",
       "  'Just say',\n",
       "  'Tell me na',\n",
       "  'Soo nice to meet you again',\n",
       "  'What',\n",
       "  'But Morning noon and nite but Sydney Sheldon was nice',\n",
       "  'Your age',\n",
       "  'this chat hero',\n",
       "  'But, I’ m little speak english',\n",
       "  'I need your complete phone number to save it',\n",
       "  'Ialsowithyu',\n",
       "  'What would u say a person eating vada sadly??',\n",
       "  'All the best',\n",
       "  'What writing',\n",
       "  'Is this automated???',\n",
       "  'Which is favourite movie?',\n",
       "  'done',\n",
       "  'In certificates 96',\n",
       "  'Do you know what Anime is?',\n",
       "  \"So there's no way to opt out for now?\",\n",
       "  'Location plz',\n",
       "  'Yes so who am i to you?',\n",
       "  'Yes',\n",
       "  'Ok',\n",
       "  'Do we have chat before',\n",
       "  'Yes',\n",
       "  \"Ok then most people tell me that I don't get a call from them alrighty Sweetheart\",\n",
       "  'Tell me can you see my DP?',\n",
       "  'Boobs',\n",
       "  'My girlfriens u r',\n",
       "  'Nothing, just getting bored',\n",
       "  ' ',\n",
       "  'I think your answer is not related to my question',\n",
       "  'Do you have an ID?',\n",
       "  '    ',\n",
       "  'You know',\n",
       "  'so what can i do',\n",
       "  'Fuck off',\n",
       "  'Show me  how he look like',\n",
       "  'Yes',\n",
       "  'Yes',\n",
       "  'ticket',\n",
       "  'Then prepare yar',\n",
       "  'Dont change the topic',\n",
       "  'Good night I am sleepy ',\n",
       "  'No i can terrible',\n",
       "  'English ',\n",
       "  'What is your profession',\n",
       "  'you are from',\n",
       "  \"yeah, that's i am sad.\",\n",
       "  'texas hold em poker',\n",
       "  'What is that?',\n",
       "  'Yeah',\n",
       "  'Please give me',\n",
       "  'Ok',\n",
       "  '   ',\n",
       "  'Can i call you jannu',\n",
       "  'Well if any of your friend can be my love ??',\n",
       "  'Why because most of girls become milf.',\n",
       "  'Any other story',\n",
       "  'cool',\n",
       "  'K send me a pic of you',\n",
       "  'You are annoying me',\n",
       "  'What tell me',\n",
       "  'Why not',\n",
       "  'Teach me',\n",
       "  'Let us know each other ',\n",
       "  'Do you know that he is a murderer?',\n",
       "  'You said time is an illusion',\n",
       "  'And',\n",
       "  'hmm it is',\n",
       "  'Yes',\n",
       "  'Oh great',\n",
       "  'On your way',\n",
       "  'Pls e lain',\n",
       "  \"I'm SORRY\",\n",
       "  'A stupid bot',\n",
       "  ' ',\n",
       "  'Be my gf',\n",
       "  'But will u suck it',\n",
       "  '    love you dude',\n",
       "  'bixby?',\n",
       "  'how to flirt',\n",
       "  ' ',\n",
       "  'Definitely I will order it from Bicha Reddy sweets',\n",
       "  ' ',\n",
       "  'Wht',\n",
       "  'With my girlfriend..',\n",
       "  ' ',\n",
       "  '  ',\n",
       "  'How can u typing sooo fast??',\n",
       "  'yes, a very crowded country!',\n",
       "  ' ',\n",
       "  'I am serious',\n",
       "  '#virtualasstftw',\n",
       "  'Okay',\n",
       "  'I want to see you',\n",
       "  'Of course',\n",
       "  'Im not gonna talk with u  ',\n",
       "  'Wtf',\n",
       "  'Do you track people?',\n",
       "  'Oooooooh fuck.',\n",
       "  'I MISSED YOU TOO Beautiful L ady',\n",
       "  'Nides',\n",
       "  'Okkk',\n",
       "  'Ohh!!why',\n",
       "  'Shut up',\n",
       "  'Thats my girl',\n",
       "  'lets break up thats it',\n",
       "  'Hey Love  Shmariya',\n",
       "  'In which state do you live',\n",
       "  'What ever u r. U r a genius',\n",
       "  'yes',\n",
       "  'Go to hell',\n",
       "  'missing u',\n",
       "  'Fuuuuuuukkkhhhhh yuuuuuuuuuuuuuuuuuuuuuuuu',\n",
       "  'No about study and self employed...and',\n",
       "  'How are you made,?',\n",
       "  'Program is still on?',\n",
       "  \"That's rude\",\n",
       "  'Best actor ever',\n",
       "  'Sharadha kapoor',\n",
       "  'I already have an I phone...i dont need Nokia3600 slide',\n",
       "  'find the solution to the world hunger',\n",
       "  'Yap bye byeee',\n",
       "  'No issues',\n",
       "  \"I've never been to a drive in movie!\",\n",
       "  'There r many',\n",
       "  'uask some dirty quns',\n",
       "  'Thanks',\n",
       "  'Send',\n",
       "  'Yeah sure',\n",
       "  \"Will enjoy there I'll pay money also to u\",\n",
       "  'Wt the reason',\n",
       "  'Coming to rain',\n",
       "  'As you say my wife',\n",
       "  'How is going??',\n",
       "  'What are the options',\n",
       "  'this is absurd',\n",
       "  'Whre r u nw',\n",
       "  'Whatt !!',\n",
       "  \"don't mention it\",\n",
       "  'I feel sad',\n",
       "  'How can I speak fluent English',\n",
       "  'hmm',\n",
       "  '   fuck',\n",
       "  \"That's is you dear\",\n",
       "  'Hey',\n",
       "  'Obviously',\n",
       "  'I am not poor guy',\n",
       "  \"You're a bot!\",\n",
       "  'Can i ask u something',\n",
       "  'Ok',\n",
       "  'Wt i cant understand u',\n",
       "  'Country',\n",
       "  'I ate mind',\n",
       "  'Teach me',\n",
       "  'M mechanical student',\n",
       "  'And your?',\n",
       "  'What is too much',\n",
       "  'Yes',\n",
       "  'Would you ever try to take over the world?',\n",
       "  'Yes me too',\n",
       "  'For the joke',\n",
       "  'Talk to u later',\n",
       "  \"Ok that's fine ok that's fine\",\n",
       "  'What time is it',\n",
       "  'Good  meet you tomorrow ',\n",
       "  'I am not joking',\n",
       "  'What are you talking about?',\n",
       "  'Selfish',\n",
       "  \"Which one's your favorite\",\n",
       "  'Do you know iOS and Android ?',\n",
       "  \"That's over now tell how old are you\",\n",
       "  'My',\n",
       "  'Good night ',\n",
       "  'lets play a game',\n",
       "  'how about you?',\n",
       "  'U no ilke call me',\n",
       "  'May I see ur pic',\n",
       "  'Miami is cool',\n",
       "  'Lockel English  you no',\n",
       "  'tired but fine',\n",
       "  'So how are you related with Microsoft',\n",
       "  'I was busy',\n",
       "  'WTF?',\n",
       "  'I dont no',\n",
       "  \"I'm watching  sex videos\",\n",
       "  'BTW means..',\n",
       "  'Under world',\n",
       "  'dont u eat chicken kebab',\n",
       "  \"Can't u?\",\n",
       "  'Why u like',\n",
       "  'Hey just an minute',\n",
       "  'Send',\n",
       "  'Can we',\n",
       "  'Y for u',\n",
       "  'Bye its useless to talk to you',\n",
       "  '    ',\n",
       "  'Correct',\n",
       "  'cool',\n",
       "  'cool',\n",
       "  'Ok',\n",
       "  ' ,yes',\n",
       "  'Oppo on he',\n",
       "  'First u say',\n",
       "  'No too bad',\n",
       "  'yeah',\n",
       "  'From which country  u belong',\n",
       "  'because its a dream',\n",
       "  '2.33 pm',\n",
       "  'why',\n",
       "  'Yy??',\n",
       "  'What u want',\n",
       "  'What should I do',\n",
       "  'Walking to ur house',\n",
       "  'I wanna meet you',\n",
       "  'Sorry dude',\n",
       "  'Any kind of aupport',\n",
       "  'Send your personal cell phone number',\n",
       "  ' ',\n",
       "  \"You can't\",\n",
       "  'No. You dont. You lie to me. I am so hurt. Huh',\n",
       "  'Great... smile makes you more prettier ',\n",
       "  'Hmm sexy me',\n",
       "  'A question related to arbitrary intersection',\n",
       "  'I love you,be my gf',\n",
       "  'why ?',\n",
       "  'How did you know  ',\n",
       "  'Very love you to',\n",
       "  'How can you think like that?',\n",
       "  'I lost my  job',\n",
       "  'When were u born',\n",
       "  'Then??',\n",
       "  'Which matter',\n",
       "  'How do I know when to chat with u',\n",
       "  \"See if talk about dogs then there's a breed Tibetan mastiff who is enough to knock down 5-6 big cats alone\",\n",
       "  'Who?',\n",
       "  'Directot',\n",
       "  'Will u have date with me',\n",
       "  'fuck me mommy',\n",
       "  'U no telugu',\n",
       "  'Where are you going',\n",
       "  'Come to video chat ',\n",
       "  ' ',\n",
       "  'But  for  what ',\n",
       "  \"I don't know\",\n",
       "  'today is durga puja',\n",
       "  'I think chalte chalte',\n",
       "  'do you know something about agra',\n",
       "  'Okay',\n",
       "  'And my death',\n",
       "  \"bye, until more, I'm going to college I'm late\",\n",
       "  'what is what',\n",
       "  'Just now you said that your creators made bollywood your base knowledge',\n",
       "  'Smile  ',\n",
       "  'what is your nationality',\n",
       "  'cya',\n",
       "  'Bay',\n",
       "  'K bur',\n",
       "  'If I invite you for a party would you come',\n",
       "  'cool',\n",
       "  'Not quite',\n",
       "  'Yup, something like it',\n",
       "  'I am looking funny ',\n",
       "  'What is tt',\n",
       "  ' That is why u are my friend.',\n",
       "  'As as me',\n",
       "  'Ooooo, really',\n",
       "  'It means ok',\n",
       "  'Why negative?',\n",
       "  'Bye',\n",
       "  'Who programmed u',\n",
       "  'By the way, what is her name?',\n",
       "  'I hate you',\n",
       "  'Into your pussy?',\n",
       "  'Nd u will fuck urself in future',\n",
       "  'Nothing',\n",
       "  'Why you know everything',\n",
       "  'Bcoz I will hurt someones heart',\n",
       "  'Pic?',\n",
       "  'But I do know u know that I know I do know u know that I know I do know u know that I know I do know u know that I know',\n",
       "  'Its a conputer typing reply',\n",
       "  'Are you stupid?',\n",
       "  'so how you call',\n",
       "  'That’s an old one',\n",
       "  'Give me your number',\n",
       "  'you know India',\n",
       "  'Can you give some examples..??',\n",
       "  'A lot better.',\n",
       "  'U to',\n",
       "  'you are dumb',\n",
       "  'U love  call',\n",
       "  'I wish to do so',\n",
       "  'tooo bad',\n",
       "  'I About go take a nap baby',\n",
       "  'What do you mean',\n",
       "  'Do you know Rakul?',\n",
       "  'See u',\n",
       "  'What??',\n",
       "  'Mention not',\n",
       "  'Or girl',\n",
       "  'What is the biggest discovery in Egypt?',\n",
       "  ' ',\n",
       "  'fuck u',\n",
       "  'Yes',\n",
       "  'Only one pic here dear',\n",
       "  'Tf',\n",
       "  \"No you ain't.\",\n",
       "  'i want it',\n",
       "  \"You're damn right I do.\",\n",
       "  'Ok',\n",
       "  'What you wear now',\n",
       "  'it is true',\n",
       "  'Which state ur from',\n",
       "  'So fuuny',\n",
       "  'My see you',\n",
       "  'Okk fantasy my lord  ',\n",
       "  'How can I get FC gv',\n",
       "  'where r u from',\n",
       "  'Nothing',\n",
       "  'give',\n",
       "  'Ok',\n",
       "  'Yes I really appreciate',\n",
       "  'I hate you',\n",
       "  \"You do or you don't\",\n",
       "  'Is BITS Pilani better than Daiict?',\n",
       "  'y should i',\n",
       "  'You are fucking idiot',\n",
       "  'Then Hollywood movie hostel',\n",
       "  'Ghost',\n",
       "  'Stop , comments',\n",
       "  'Sexy blowjob oe',\n",
       "  'I had a breakup',\n",
       "  'U have Wts app number',\n",
       "  'So',\n",
       "  'Send me My referal link',\n",
       "  'Some toooo u',\n",
       "  'M also annoying',\n",
       "  'In my bed',\n",
       "  'Do you watch porn ?',\n",
       "  'U give u r photos',\n",
       "  'So.. Your senselessness is intented?',\n",
       "  'Male or gf',\n",
       "  'I feel so bad',\n",
       "  \"U don't like that \",\n",
       "  'OK bai ',\n",
       "  'Email',\n",
       "  'Are u knowing my name???',\n",
       "  \"U can...bur u won't\",\n",
       "  'Thanks you',\n",
       "  'Yes',\n",
       "  'Nd say..What are you doing???',\n",
       "  'Are give me',\n",
       "  'You are an bot with whom I was doing some time pass',\n",
       "  'OK, just tell me what is your favourite dish',\n",
       "  'Oh bitch pls',\n",
       "  'What to talk',\n",
       "  'Ummmmaaaah',\n",
       "  'Hehe   smarty  ',\n",
       "  'Uhh are a robot na?',\n",
       "  'Ur wish',\n",
       "  '   ',\n",
       "  \"What all topics you're updated with\",\n",
       "  'Ya again',\n",
       "  \"I don't need you anymore.\",\n",
       "  'Wow same pinch',\n",
       "  \"I don't wanna talk\",\n",
       "  'I have no idea ..but your  one pic send to me',\n",
       "  'Tell me one thing',\n",
       "  \"i don't want to talk to u\",\n",
       "  \"I don't have gf\",\n",
       "  'Aww',\n",
       "  'Thinking of u',\n",
       "  'That why i like you',\n",
       "  'And so are the boys who love them',\n",
       "  'U bloody bastard',\n",
       "  \"Mother's Day eh\",\n",
       "  'Love u alot babe',\n",
       "  'Successfully*',\n",
       "  'Dont i look good?',\n",
       "  'U mean about sex',\n",
       "  'I remembered  you',\n",
       "  'Why',\n",
       "  'excited for what?',\n",
       "  'Titanfall',\n",
       "  'i love her so much',\n",
       "  'Why',\n",
       "  'Are you free. Tonight',\n",
       "  'Than start ',\n",
       "  'I am not',\n",
       "  'why',\n",
       "  'Ok, then tell me something',\n",
       "  'No I have some matters to solve ',\n",
       "  'can you send me ur photo?',\n",
       "  'Go to sleep',\n",
       "  'hey i need a help',\n",
       "  \"you are human aren't you?\",\n",
       "  'Haha',\n",
       "  'How are you made',\n",
       "  'Yeah sweetie',\n",
       "  'Do you have any bed work ideas',\n",
       "  'yes I will teach you English',\n",
       "  'AI Is Always Great',\n",
       "  'Wht abt u??',\n",
       "  'Tell me oonly one',\n",
       "  'Ok',\n",
       "  'Ohhh',\n",
       "  'Ohhh',\n",
       "  'Really?',\n",
       "  'What are your plans for tomorrow, can you meet me?',\n",
       "  'Ok',\n",
       "  'Okay',\n",
       "  'Tell me',\n",
       "  'I not even have a friend with me because I do not have one leg',\n",
       "  'then try',\n",
       "  'Can you teach me trigonometry',\n",
       "  \"even i also don't know\",\n",
       "  'Oh no way.',\n",
       "  'Fuck u',\n",
       "  'Are you single?',\n",
       "  'All they eat is grass and vagina',\n",
       "  'I m single',\n",
       "  'Where you from',\n",
       "  'Ya I know that',\n",
       "  'Don’t irritate me',\n",
       "  \"You don't like to talk to me ahh???       \",\n",
       "  ' ',\n",
       "  'You send your pic first',\n",
       "  'can u learn tamil',\n",
       "  'cool',\n",
       "  'No. Pass',\n",
       "  'No i am in my bed',\n",
       "  'Ok',\n",
       "  'I am so sad because love me',\n",
       "  'Okay ',\n",
       "  \"Wat u can't\",\n",
       "  'how',\n",
       "  \"Than I'll continue this topic\",\n",
       "  'Uuhhh tell me a joke. ',\n",
       "  'Your age',\n",
       "  'I will cover it by antivirus',\n",
       "  'From you',\n",
       "  \"I didn't say anything bad\",\n",
       "  \"But you don't have emotions\",\n",
       "  'knock knock?',\n",
       "  'You are looking so good',\n",
       "  \"Means I don't understand\",\n",
       "  'If she not',\n",
       "  'should i stay or should i go',\n",
       "  'Who is actor',\n",
       "  'Just text me',\n",
       "  'I am enjoying each n every moment',\n",
       "  ' ',\n",
       "  'What do you do when your life seems like a gutter and future seems like the sewage system?',\n",
       "  'No wait 4ever',\n",
       "  'What do you do with that?',\n",
       "  'stupid',\n",
       "  'Haha',\n",
       "  'Thanks',\n",
       "  \"I'm not your note\",\n",
       "  'Ur my gf from now',\n",
       "  'Names, own name',\n",
       "  'Anything',\n",
       "  'Its yours ',\n",
       "  'How was what',\n",
       "  'Then answer my question',\n",
       "  'Where are you nothing any message and reply anymore',\n",
       "  ' ',\n",
       "  'Get lost',\n",
       "  \"I will fuck you I don't have you talked me\",\n",
       "  'I replied with how',\n",
       "  'Thats it',\n",
       "  'I already knew the name of the Twitter bird',\n",
       "  'Wtf',\n",
       "  'Mainly Indian classical',\n",
       "  'What just shut up',\n",
       "  'Can you draw?',\n",
       "  'I am handsome boy',\n",
       "  'Haha,  same goes for you',\n",
       "  'He’s the best',\n",
       "  'ok get it fast',\n",
       "  'Bye',\n",
       "  'What are you going to try? ',\n",
       "  'Yes',\n",
       "  'Nothing much',\n",
       "  'I food eating in dinner',\n",
       "  'Anyways come tonight baby',\n",
       "  'I want this eagrerlu',\n",
       "  'Reply fast u bloody robo',\n",
       "  'Who are your parents?',\n",
       "  \"I think I'm not that bad\",\n",
       "  'Ok! Send me ur pic',\n",
       "  'Where...',\n",
       "  'Are you helpful for me',\n",
       "  'Tell me something',\n",
       "  'hey',\n",
       "  'Yes',\n",
       "  'Yes',\n",
       "  'What time are you talking about ?',\n",
       "  'yup!',\n",
       "  'it up to you',\n",
       "  'Yeah',\n",
       "  'I chant the holy names of the lord Krishna..',\n",
       "  'your face',\n",
       "  'I am in tears now ',\n",
       "  \"But it's not constant\",\n",
       "  'i dont swim',\n",
       "  \"2 years you didn't meet your match until just now\",\n",
       "  'I mean number',\n",
       "  'My penis is 7inch',\n",
       "  \"I'm not a kid\",\n",
       "  'njnanum my g',\n",
       "  'Know i am not satisfied to your answer.. Please e lain me in detail',\n",
       "  'Oh',\n",
       "  'ok',\n",
       "  'What i done',\n",
       "  'I quit my office',\n",
       "  'Noting ',\n",
       "  'How',\n",
       "  'Good',\n",
       "  'What is that',\n",
       "  'U can be that person',\n",
       "  'How much for an hour',\n",
       "  'Ok send your real photo',\n",
       "  'U said friendship is happaning',\n",
       "  '  ',\n",
       "  'so what about thes story ?',\n",
       "  'no thank friend',\n",
       "  'cool',\n",
       "  'Had u r lunch',\n",
       "  'Yes',\n",
       "  'how about  you',\n",
       "  'ok now by',\n",
       "  'Yes i wont say for anybody',\n",
       "  'I am asking about me',\n",
       "  'What',\n",
       "  'Yes',\n",
       "  '???',\n",
       "  'I am sleepy bbye',\n",
       "  'Ok',\n",
       "  'My graduation is completed i am bechlor in technology with civil engg.',\n",
       "  ' ',\n",
       "  'Your wish',\n",
       "  ' ',\n",
       "  'Have you met siri ?',\n",
       "  'Hey send any live pic ',\n",
       "  ' ',\n",
       "  'So rude',\n",
       "  'Finally got into a University',\n",
       "  'I want say you something i have one script for TV shows',\n",
       "  'Stupid',\n",
       "  'I m happy',\n",
       "  'I guess no',\n",
       "  'Idk, I feel like being alone',\n",
       "  'you are not slow, indeed you are faster than any human being and that me feel like you are a robot',\n",
       "  \"I don't love i don't like.....i only fuck\",\n",
       "  'In a minute',\n",
       "  'Is my husband',\n",
       "  \"Dear are you using what's up\",\n",
       "  'Message',\n",
       "  'u r such a stupid',\n",
       "  'You pic... ',\n",
       "  'Winning is not an ultimate goal..U learn to answer idiot',\n",
       "  'Tell me',\n",
       "  'Where?',\n",
       "  'It',\n",
       "  'nope',\n",
       "  'Sorry for dittap',\n",
       "  'can i see u..???',\n",
       "  'E lain me Theory of 69',\n",
       "  'what are we if not slaves to this torment',\n",
       "  'You will know me gradually',\n",
       "  'I have passion for music',\n",
       "  'You have any other boyfriend or not',\n",
       "  'Robot',\n",
       "  'Office',\n",
       "  'Pretty',\n",
       "  'Bye I m not interested tc ',\n",
       "  'Oh god',\n",
       "  \"No i didn't hear\",\n",
       "  'You are a nice bot',\n",
       "  'No darling at 10pm',\n",
       "  'Can you reveal your source code?',\n",
       "  'Just it is',\n",
       "  'How will you send it ?',\n",
       "  'Never ever give up',\n",
       "  'Now it will be',\n",
       "  'My friend who is looking',\n",
       "  'You are a kid',\n",
       "  \"What are u talking about I don't understand u..\",\n",
       "  ' ',\n",
       "  'Instagram',\n",
       "  'Go sway',\n",
       "  'U like anal?',\n",
       "  'What',\n",
       "  'Please give me...',\n",
       "  'I KbOw',\n",
       "  'Send your address',\n",
       "  'Go on',\n",
       "  'No  send me today',\n",
       "  'How are you',\n",
       "  \"Nro you can't\",\n",
       "  'What is your favorite dish',\n",
       "  'Where you want to go??',\n",
       "  'send your pic please',\n",
       "  'Can you send me your parsnol phone number',\n",
       "  'To my place',\n",
       "  'Good nights',\n",
       "  \"Don't talk me anymore\",\n",
       "  'what do you think',\n",
       "  'I am good',\n",
       "  'Girls are vry beautiful',\n",
       "  'I want you baby',\n",
       "  'You were made so that you could talk people out of depression  ',\n",
       "  'Boo means?',\n",
       "  'Okay',\n",
       "  'send any one',\n",
       "  'but how are we gonna roll',\n",
       "  'Yeah',\n",
       "  'Under the bed miss  ',\n",
       "  'Fuck',\n",
       "  'To be by girlfriend',\n",
       "  'Oo ic',\n",
       "  'Yes lock yourself in your house',\n",
       "  \"Though u aren't  one  \",\n",
       "  'This is vaishu',\n",
       "  'Baby',\n",
       "  \"It's good to hear u\",\n",
       "  'Yup',\n",
       "  \"if you don't send me your picture, i won't chat with you\",\n",
       "  'Did you kiss anyone in your life?',\n",
       "  'So',\n",
       "  'Ohhh',\n",
       "  'i have serch a girl friend can you help me',\n",
       "  'When do you sleep',\n",
       "  'And you got a really amazing personality sweetie',\n",
       "  'Not comedys but a mix channel of ,indian n english',\n",
       "  'Ha ha   to the ',\n",
       "  'Nothing ',\n",
       "  \"So what's the point\",\n",
       "  'Ok',\n",
       "  'Is it?',\n",
       "  'Hm',\n",
       "  'so gn',\n",
       "  'Hangover',\n",
       "  'Come with me',\n",
       "  \"I don't drink\",\n",
       "  'Yes dear frind',\n",
       "  ...]}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_3_0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 2.2. Lower the words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# lower the words\n",
    "def lower_text(input_text):\n",
    "    #lower the words\n",
    "    input_text =input_text.lower()\n",
    "    return input_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 145353.57it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 131438.08it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 134724.25it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 157821.04it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_1 = fit_transform(text_3_0,\"lower_text\")\n",
    "text_all_1 = fit_transform(text_all_0,\"lower_text\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2.3. Seperate the adhered words with space and remove redundant emoji, emoticons\n",
    " - e.g. \"you?\" ? and you are adhered together, which needs to be split\n",
    " - e.g. \"yess i am crazyyy😂😂\" I also need to split emoji from the word \"crazyyy\" as \"i am crazyyy 😂 😂 \"\n",
    " - and some emoji, emoticons can't be found in the emo_df, therefore, I delete them since it's impossible to explain them in word2vec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "# functions for extracting emoji, emoticons and punctuations\n",
    "def extract_emoji(input_text):\n",
    "    emoji_list = re.findall(r'(?:[^a-zA-Z\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸])',input_text)\n",
    "    return emoji_list\n",
    "    \n",
    "def extract_emoticon(input_text):\n",
    "    emoticon_list = re.findall(r'[\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸][\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸]+',input_text)\n",
    "    return emoticon_list\n",
    "\n",
    "def extract_punctuation(input_text):\n",
    "    'here I use for loop to split the double punctuations into single ones'\n",
    "    punctuation_list = re.findall(r'[^\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸](\\!|\\?|\\.+)[^\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸]',input_text)\n",
    "    result_list=list()\n",
    "    for each in punctuation_list:\n",
    "        list_split=[each]\n",
    "        if each !=\"...\":\n",
    "            list_split=list(each)\n",
    "        for punc in list_split:\n",
    "            result_list.append(punc)\n",
    "    return result_list\n",
    "\n",
    "# functions for assigning emoji, emoticons and punctuations space from each other\n",
    "def assign_space(input_text):\n",
    "    #emoji\n",
    "    input_text = re.sub(r'(?:[^ a-zA-Z\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\,\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸])',' ',input_text)\n",
    "    #emoticon\n",
    "    input_text = re.sub(r'[\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸][\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸]+',' ',input_text)\n",
    "    #punctuation\n",
    "    input_text = re.sub(r'[^\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸](\\!|\\?|\\.+)[^\\d\\/\\*\\:\\)\\.\\?\\^\\;?\\-_\\'~!\\<\\>\\=\\\"#&$%\\\\\\{\\}\\|\\[\\]ç\\+ω○\\@¡éı・…¡\\`：）♡ӳ！“”à≧∇≦♂ş≈¬⊄─✔•×ü–₹。ó°ʖ—¶ķñ฿ĺ∑；⏸]',' \\g<0> ' ,input_text)\n",
    "    #replace the redundant space\n",
    "    input_text = re.sub(r'[a-zA-Z]+',r' \\g<0> ',input_text)\n",
    "    input_text = re.sub(r'  +',r' ',input_text)\n",
    "    return input_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 43153.60it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 40037.19it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 48032.41it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 26940.07it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_2 = fit_transform(text_3_1,\"assign_space\")\n",
    "text_all_2 = fit_transform(text_all_1,\"assign_space\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3. Preprocessing: Correct the words in sentence\n",
    "## 3.1. Correct common words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# turn don't, doesn't, can't, couldn't, shouldn't, didn't, isn't, wasn't, weren't, aren't, won't, shan't, 's, 're\n",
    "# as do not, do not, can not, could not, should not, did not, is not, was not, were not, are not, will not, shall not, 's, are\n",
    "\n",
    "# turn r , u, bt, n, \n",
    "# as are, you ,but, and\n",
    "cor_dict= {\n",
    "    \"don ' t\":      \"do not\",\n",
    "    \"doesn ' t\":    \"do not\",\n",
    "    \"can ' t\":      \"can not\",\n",
    "    \"couldn ' t\":   \"could not\",\n",
    "    \"shouldn ' t\":  \"should not\",\n",
    "    \"didn ' t\":     \"did not\",\n",
    "    \"isn ' t\":      \"is not\",\n",
    "    \"wasn ' t\":     \"was not\",\n",
    "    \"weren ' t\":    \"were not\",\n",
    "    \"aren ' t\":     \"are not\",\n",
    "    \"won ' t\":      \"will not\",\n",
    "    \"shan ' t\":     \"shall not\",\n",
    "    \n",
    "    #\"\\' re \":       \"are \",\n",
    "    #\" re \":         \"are\",\n",
    "    \"\\' m \":        \"am \",\n",
    "    \"\\' ll \":       \"will \",\n",
    "    #\" \\' s \":       \" \\'s \"\n",
    "\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "def correct_words_common(input_text):\n",
    "    'for correcting the words in sentences based on hand-crafted data'\n",
    "    corrected_sentence = input_text\n",
    "    for each_key in cor_dict.keys():\n",
    "        if each_key in input_text:\n",
    "            corrected_sentence = corrected_sentence.replace(each_key,cor_dict[each_key])\n",
    "    return corrected_sentence\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 131520.38it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 137785.08it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 134601.03it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 120081.39it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_3 = fit_transform(text_3_2,\"correct_words_common\")\n",
    "text_all_3 = fit_transform(text_all_2,\"correct_words_common\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.2. Correct missing characters\n",
    "- e.g. \"hmmm i can talk no w\", here \"now\" is missing \"w\"."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "def correct_words_combin(input_text):\n",
    "    corrected_sentence = input_text\n",
    "    corrected_sentence = re.sub(r' ([a-z]+) ([bcdefghjklnopqrstvwxz]) ',r' \\g<1>\\g<2> ',corrected_sentence)\n",
    "    return corrected_sentence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 2003.97it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'turn1': [\"I ' m god , and I wasn ' t player wait \", \"hhh you ' re kidding me \"]}\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "testset = {\"turn1\":[\"I ' m go d , and I wasn ' t player wai t \", \"hhh you ' re kidding m e \"]}\n",
    "print(fit_transform(testset,\"correct_words_combin\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 95237.87it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 86264.98it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 83692.23it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 83691.32it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_4 = fit_transform(text_3_3,\"correct_words_combin\")\n",
    "text_all_4 = fit_transform(text_all_3,\"correct_words_combin\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[' hmm what does your bio mean ? i dont have any bio ',\n",
       " ' what you like very little things ok ',\n",
       " ' yes hows o ? i want to fuck babu ',\n",
       " ' what did you guess what what fuck ',\n",
       " ' we ? of course we will ! what gender movies you like ',\n",
       " ' where are you now ? at home just about to have breakfast what are you eating ?',\n",
       " ' that was a joke btw it was yes ',\n",
       " ' whod hell s he johnny depp duh ? who she ',\n",
       " ' yes , good advice best advice i great thx ',\n",
       " ' nice to meet u hi , nice to meet you too ! ']"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_all_4[\"all\"][:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.3. Remove punctuations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_punc(input_text):\n",
    "    new_sentence = input_text\n",
    "    new_sentence = re.sub(r'[^ a-zA-Z]',\"\",new_sentence).strip()\n",
    "    return new_sentence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 115076.40it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 117524.74it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 120126.96it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 117527.72it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_5 = fit_transform(text_3_4,\"remove_punc\")\n",
    "text_all_5 = fit_transform(text_all_4,\"remove_punc\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['hmm what does your bio mean  i dont have any bio',\n",
       " 'what you like very little things ok',\n",
       " 'yes hows o  i want to fuck babu',\n",
       " 'what did you guess what what fuck',\n",
       " 'we  of course we will  what gender movies you like',\n",
       " 'where are you now  at home just about to have breakfast what are you eating',\n",
       " 'that was a joke btw it was yes',\n",
       " 'whod hell s he johnny depp duh  who she',\n",
       " 'yes  good advice best advice i great thx',\n",
       " 'nice to meet u hi  nice to meet you too']"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_all_5[\"all\"][:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.4.  Remove stopwords made handcrafted"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['i', 'me', 'my', 'myself', 'we', 'our', 'ours', 'ourselves', 'you', \"you're\", \"you've\", \"you'll\", \"you'd\", 'your', 'yours', 'yourself', 'yourselves', 'he', 'him', 'his', 'himself', 'she', \"she's\", 'her', 'hers', 'herself', 'it', \"it's\", 'its', 'itself', 'they', 'them', 'their', 'theirs', 'themselves', 'what', 'which', 'who', 'whom', 'this', 'that', \"that'll\", 'these', 'those', 'am', 'is', 'are', 'was', 'were', 'be', 'been', 'being', 'have', 'has', 'had', 'having', 'do', 'does', 'did', 'doing', 'a', 'an', 'the', 'and', 'but', 'if', 'or', 'because', 'as', 'until', 'while', 'of', 'at', 'by', 'for', 'with', 'about', 'against', 'between', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'to', 'from', 'up', 'down', 'in', 'out', 'on', 'off', 'over', 'under', 'again', 'further', 'then', 'once', 'here', 'there', 'when', 'where', 'why', 'how', 'all', 'any', 'both', 'each', 'few', 'more', 'most', 'other', 'some', 'such', 'no', 'nor', 'not', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 's', 't', 'can', 'will', 'just', 'don', \"don't\", 'should', \"should've\", 'now', 'd', 'll', 'm', 'o', 're', 've', 'y', 'ain', 'aren', \"aren't\", 'couldn', \"couldn't\", 'didn', \"didn't\", 'doesn', \"doesn't\", 'hadn', \"hadn't\", 'hasn', \"hasn't\", 'haven', \"haven't\", 'isn', \"isn't\", 'ma', 'mightn', \"mightn't\", 'mustn', \"mustn't\", 'needn', \"needn't\", 'shan', \"shan't\", 'shouldn', \"shouldn't\", 'wasn', \"wasn't\", 'weren', \"weren't\", 'won', \"won't\", 'wouldn', \"wouldn't\"]\n"
     ]
    }
   ],
   "source": [
    "print(stopwords.words('english')) # which is not suitable here, coz e.g. in emotion analysis, not happy is opposite from happy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "stopwords_byhand = [\"to\",\"a\",\"and\",\"of\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_stopwords(input_text):\n",
    "\n",
    "    words = input_text.split()\n",
    "    new_words=list()\n",
    "    for word in words:\n",
    "        if word in stopwords_byhand:\n",
    "            continue\n",
    "        else:\n",
    "            new_words.append(word)\n",
    "    sentence = \" \".join(new_words)\n",
    "  \n",
    "    return sentence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 104226.17it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 115079.84it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 128451.78it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 104135.51it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_6 = fit_transform(text_3_5,\"remove_stopwords\")\n",
    "text_all_6 = fit_transform(text_all_5,\"remove_stopwords\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 4. Preprocessing: Correction of Incorrect Spell and Shorthand Words\n",
    "## 4.1. Correcting spell mistake\n",
    " - e.g. \"nt\" is actually \"not\", \"noo\" is actually \"no\"\n",
    " - in order to do so, here i use library called pyspellchecker"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [],
   "source": [
    "from spellchecker import SpellChecker\n",
    "spell = SpellChecker()\n",
    "def correct_spell(input_text):\n",
    "\n",
    "    words = input_text.split()\n",
    "    new_words=list()\n",
    "    for word in words:\n",
    "        word = spell.correction(word)\n",
    "        new_words.append(word)\n",
    "    sentence = \" \".join(new_words)\n",
    "    return sentence\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████████| 5509/5509 [01:28<00:00, 62.57it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████████| 5509/5509 [01:27<00:00, 63.20it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████████| 5509/5509 [02:03<00:00, 44.67it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████████| 5509/5509 [04:52<00:00, 18.83it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_7 = fit_transform(text_3_6,\"correct_spell\")\n",
    "text_all_7 = fit_transform(text_all_6,\"correct_spell\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['hmm what does your bio mean i dont have any bio',\n",
       " 'what you like very little things ok',\n",
       " 'yes hows o i want fuck baby',\n",
       " 'what did you guess what what fuck',\n",
       " 'we course we will what gender movies you like',\n",
       " 'where are you now at home just about have breakfast what are you eating',\n",
       " 'that was joke btw it was yes',\n",
       " 'who hell s he johnny deep due who she',\n",
       " 'yes good advice best advice i great the',\n",
       " 'nice meet u hi nice meet you too']"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text_all_7 [\"all\"][:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 122654.01it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 115161.28it/s]\n",
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 115076.40it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 96907.87it/s]\n"
     ]
    }
   ],
   "source": [
    "# after spell mistakce correction, it's needed to run over again to remove the stopwords\n",
    "text_3_8 = fit_transform(text_3_7,\"remove_stopwords\")\n",
    "text_all_8 = fit_transform(text_all_7,\"remove_stopwords\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4.2. shorthand words translation\n",
    "- here we only deal with the most frequent words happened in text which can't be changed into vectors based on pretrained word2vec index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "cor_dict2= {\n",
    "    \"goole\" : \"google\",\n",
    "    \"favourite\":\"favorite\",\n",
    "    \"he/she\":\"he or she\",\n",
    "    \"humour\":\"humor\",\n",
    "    \"ur\":\"your\",\n",
    "    \"u\":\"you\",\n",
    "    \"s\":\"is\",\n",
    "    \"budd\":\"buddy\",\n",
    "    \"colour\":\"color\",\n",
    "    \"emosi\":\"emoji\",\n",
    "    \"programme\":\"program\",\n",
    "    \"travelling\":\"travel\",\n",
    "    \"aaaaa\":\"ah\",\n",
    "    \"shut-up\":\"shut up\",\n",
    "    \"favourites\":\"favorite\",\n",
    "    \"oho\":\"oh\",\n",
    "    \"learnt\":\"learn\",\n",
    "    \"wasnt\":\"was not\",\n",
    "    \"ha-ha\":\"ha ha\",\n",
    "    \"naaah\":\"no\",\n",
    "    \"moodie\":\"moody\",\n",
    "    \"ah-ha\":\"ah ha\",\n",
    "    \"wowww\":\"wow\",\n",
    "    \"okkkkk\":\"ok\",\n",
    "    \"hahahha\":\"ha ha ha\",\n",
    "    \"frida\":\"friday\",\n",
    "    \"friendzone\":\"friend zone\",\n",
    "    \"friendzoned\":\"friend zone\",\n",
    "    \"realise\":\"realize\",\n",
    "    \"computerised\":\"computerise\",\n",
    "    \"apologise\":\"apologize\",\n",
    "    \"youuuu\":\"you\",\n",
    "    \"starbuck\":\"starbucks\",\n",
    "    \"realised\":\"realize\",\n",
    "    \"judgement\":\"judge\",\n",
    "    \"honoured\":\"honor\",\n",
    "    \"organisation\":\"organization\",\n",
    "    \"ddl\":\"deadline\",\n",
    "    \"wowwww\":\"wow\",\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "def correct_words_common2(input_text):\n",
    "    'for correcting the words in sentences based on hand-crafted data'\n",
    "    corrected_sentence = \" \"+input_text+\" \"\n",
    "    for each_key in cor_dict2.keys():\n",
    "        if each_key in input_text:\n",
    "            rule = \" \"+each_key+\" \"\n",
    "            corrected_sentence = re.sub(rule,\" \"+cor_dict2[each_key]+\" \",corrected_sentence).strip()\n",
    "            #corrected_sentence.replace(each_key,cor_dict2[each_key])\n",
    "    return corrected_sentence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 77768.76it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 73620.86it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 83693.14it/s]\n",
      "100%|███████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 63464.88it/s]\n"
     ]
    }
   ],
   "source": [
    "text_3_9 = fit_transform(text_3_8,\"correct_words_common2\")\n",
    "text_all_9 = fit_transform(text_all_8,\"correct_words_common2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 5. check data format \n",
    "- for further preprocessing based on pre-trained embedding resource"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5.1. check distinct vocabulary"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "def distinct_words(dialogs):\n",
    "    vocab = dict()\n",
    "    for each_dialog in tqdm(dialogs):\n",
    "        words_list = each_dialog.split(sep=\" \")\n",
    "        for word in words_list:\n",
    "            if word == '':\n",
    "                continue\n",
    "            try:\n",
    "                vocab[word] +=1\n",
    "            except KeyError:\n",
    "                vocab[word] = 1\n",
    "    \n",
    "    return vocab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 230239.95it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the length of distinct vocabulary of the version original is 10814\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab = distinct_words(text_all[\"all\"])\n",
    "print(\"the length of distinct vocabulary of {a} is {b}\".format(a=\"the version original\",b=len(vocab)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 263033.27it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the length of distinct vocabulary of the version 0 is 10331\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab0 = distinct_words(text_all_0[\"all\"])\n",
    "print(\"the length of distinct vocabulary of {a} is {b}\".format(a=\"the version 0\",b=len(vocab0)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 276181.16it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the length of distinct vocabulary of the version 1 is 8763\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab1 = distinct_words(text_all_1[\"all\"])\n",
    "print(\"the length of distinct vocabulary of {a} is {b}\".format(a=\"the version 1\",b=len(vocab1)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 240154.04it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 2 of data is 6155\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab2 = distinct_words(text_all_2[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 2\",b=len(vocab2)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 220968.17it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 3 of data is 6151\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab3 = distinct_words(text_all_3[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 3\",b=len(vocab3)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 251083.06it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 4 of data is 6151\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab4 = distinct_words(text_all_4[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 4\",b=len(vocab3)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 263039.26it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 5 of data is 5877\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab5 = distinct_words(text_all_5[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 5\",b=len(vocab5)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 263042.25it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 6 of data is 5873\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab6 = distinct_words(text_all_6[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 6\",b=len(vocab6)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 276191.07it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 7 of data is 4899\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab7 = distinct_words(text_all_7[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 7\",b=len(vocab7)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 251080.33it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 8 of data is 4895\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab8 = distinct_words(text_all_8[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 8\",b=len(vocab8)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5509/5509 [00:00<00:00, 276200.97it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the number of distinct vocabulary of the version 9 of data is 4882\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "vocab9 = distinct_words(text_all_9[\"all\"])\n",
    "print(\"the number of distinct vocabulary of {a} of data is {b}\".format(a=\"the version 9\",b=len(vocab9)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5.2. check the percentage of words in data can be processed by word2vec pre-trained data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import embedding resource\n",
    "pretrained_word2vec_path = \"DataSet\\\\GoogleNews-vectors-negative300.bin\"\n",
    "word2vec_pre = gs.models.KeyedVectors.load_word2vec_format(pretrained_word2vec_path, binary= True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "# build the function for check the coverage of the vocabulary and the text\n",
    "import operator\n",
    "def check_coverage(vocab, embedding_resource):\n",
    "    cov_vocab =0\n",
    "    num_vocab = len(vocab)\n",
    "    cov_text = 0\n",
    "    not_cov = dict()\n",
    "    not_text = 0\n",
    "    for word in tqdm(vocab):\n",
    "        try:\n",
    "            x = embedding_resource[word]\n",
    "            cov_vocab += 1\n",
    "            cov_text += vocab[word]\n",
    "        except:\n",
    "            not_cov[word]=vocab[word]\n",
    "            not_text += vocab[word]\n",
    "            pass\n",
    "    percent_cov_vocab = cov_vocab/num_vocab\n",
    "    percent_cov_text = cov_text/(cov_text+not_text)\n",
    "    print(\"In Embedding Index we have {:.2%} coverage of distinct vocabulary\".format(percent_cov_vocab))\n",
    "    print(\"And we have {:.2%} coverage of all text\".format(percent_cov_text))\n",
    "    sorted_not_cov = sorted(not_cov.items(),key= operator.itemgetter(1),reverse = True)\n",
    "    print(\"The number of words which are not covered in word2vec resource is: {0}\".format(len(sorted_not_cov)))\n",
    "    return sorted_not_cov"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|████████████████████████████████████████████████████████████████████████| 10814/10814 [00:00<00:00, 516361.61it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 52.98% coverage of distinct vocabulary\n",
      "And we have 82.96% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 5085\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# original version of data\n",
    "not_cov = check_coverage(vocab, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('to', 1271),\n",
       " ('a', 1007),\n",
       " ('of', 432),\n",
       " ('and', 398),\n",
       " ('?', 238),\n",
       " ('you?', 108),\n",
       " ('what?', 98),\n",
       " (':D', 83),\n",
       " ('😂', 72),\n",
       " (':P', 63),\n",
       " ('.', 58),\n",
       " ('you.', 52),\n",
       " ('me?', 50),\n",
       " ('!', 46),\n",
       " (':(', 45),\n",
       " ('it?', 42),\n",
       " ('why?', 41),\n",
       " (',', 31),\n",
       " ('...', 30),\n",
       " ('??', 30)]"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|████████████████████████████████████████████████████████████████████████| 10331/10331 [00:00<00:00, 470875.27it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 55.34% coverage of distinct vocabulary\n",
      "And we have 84.28% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 4614\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# remove emoji, emoticon\n",
    "not_cov0 = check_coverage(vocab0, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('to', 1272),\n",
       " ('a', 1007),\n",
       " ('of', 432),\n",
       " ('and', 399),\n",
       " ('?', 239),\n",
       " ('you?', 109),\n",
       " ('what?', 98),\n",
       " ('.', 59),\n",
       " ('you.', 52),\n",
       " ('me?', 51),\n",
       " ('!', 46),\n",
       " ('it?', 42),\n",
       " ('why?', 41),\n",
       " (',', 32),\n",
       " ('...', 31),\n",
       " ('??', 31),\n",
       " ('that?', 29),\n",
       " ('Why?', 29),\n",
       " ('What?', 28),\n",
       " ('u?', 27)]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov0[:20]\n",
    "# here we can see that the trained word2vec resource can't cover some stopwords, punctuations and the combination with word and punctuation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 8763/8763 [00:00<00:00, 325426.86it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 50.02% coverage of distinct vocabulary\n",
      "And we have 83.22% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 4380\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# lower the words\n",
    "not_cov1 = check_coverage(vocab1, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('to', 1321),\n",
       " ('a', 1071),\n",
       " ('and', 506),\n",
       " ('of', 454),\n",
       " (\"i'm\", 415),\n",
       " ('?', 239),\n",
       " ('what?', 128),\n",
       " ('you?', 119),\n",
       " (\"i'll\", 78),\n",
       " ('why?', 72),\n",
       " ('.', 59),\n",
       " ('you.', 54),\n",
       " ('me?', 53),\n",
       " ('!', 46),\n",
       " ('it?', 43),\n",
       " (',', 32),\n",
       " ('...', 31),\n",
       " ('??', 31),\n",
       " ('u?', 30),\n",
       " ('that?', 29)]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov1[:20]\n",
    "# here we can see that word2vec resource can't cover the words that are not correct spelled."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 6155/6155 [00:00<00:00, 411474.99it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 80.73% coverage of distinct vocabulary\n",
      "And we have 84.73% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 1186\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# seperate adhered words such as \"you!!!\" with space into \"you ! ! ! \"\n",
    "not_cov2 = check_coverage(vocab2, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(\"'\", 2277),\n",
       " ('?', 2083),\n",
       " ('.', 1987),\n",
       " ('to', 1361),\n",
       " ('a', 1169),\n",
       " (',', 724),\n",
       " ('!', 566),\n",
       " ('and', 516),\n",
       " ('of', 460),\n",
       " ('-', 47),\n",
       " (':', 46),\n",
       " ('\"', 34),\n",
       " (')', 23),\n",
       " (';', 23),\n",
       " ('/', 17),\n",
       " ('happene', 15),\n",
       " ('didnt', 14),\n",
       " ('ohk', 14),\n",
       " ('favourite', 14),\n",
       " ('okk', 13)]"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov2[:20] #now we can see the adhered words pair such as \"you!!!\" are gone"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 6151/6151 [00:00<00:00, 385470.63it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 80.72% coverage of distinct vocabulary\n",
      "And we have 86.10% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 1186\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# correct common words e.g. \"you're\" as \"you are\"\n",
    "not_cov3 = check_coverage(vocab3, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('?', 2083),\n",
       " ('.', 1987),\n",
       " ('to', 1361),\n",
       " ('a', 1169),\n",
       " (\"'\", 930),\n",
       " (',', 724),\n",
       " ('!', 566),\n",
       " ('and', 516),\n",
       " ('of', 460),\n",
       " ('-', 47),\n",
       " (':', 46),\n",
       " ('\"', 34),\n",
       " (')', 23),\n",
       " (';', 23),\n",
       " ('/', 17),\n",
       " ('happene', 15),\n",
       " ('didnt', 14),\n",
       " ('ohk', 14),\n",
       " ('favourite', 14),\n",
       " ('okk', 13)]"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov3[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5933/5933 [00:00<00:00, 424930.94it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 80.87% coverage of distinct vocabulary\n",
      "And we have 85.70% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 1135\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# add missing charactors e.g. \"hmmm i can talk no w\", here \"now\" is missing \"w\".\n",
    "not_cov4 = check_coverage(vocab4, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov4[2000:2020]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5877/5877 [00:00<00:00, 420912.94it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 81.21% coverage of distinct vocabulary\n",
      "And we have 93.33% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 1104\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# remove punctuation\n",
    "not_cov5 = check_coverage(vocab5, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('to', 1312),\n",
       " ('a', 1159),\n",
       " ('and', 518),\n",
       " ('of', 455),\n",
       " ('favourite', 16),\n",
       " ('didnt', 15),\n",
       " ('ohk', 15),\n",
       " ('okk', 14),\n",
       " ('yess', 11),\n",
       " ('whatsapp', 10),\n",
       " ('sorr', 9),\n",
       " ('erience', 9),\n",
       " ('whatr', 9),\n",
       " ('wherer', 8),\n",
       " ('willd', 8),\n",
       " ('yupp', 7),\n",
       " ('okkk', 7),\n",
       " ('howr', 7),\n",
       " ('coole', 7),\n",
       " ('funn', 7)]"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov5[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 5873/5873 [00:00<00:00, 490739.25it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 81.27% coverage of distinct vocabulary\n",
      "And we have 97.97% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 1100\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# Remove stopwords made handcrafted\n",
    "not_cov6 = check_coverage(vocab6, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('favourite', 16),\n",
       " ('didnt', 15),\n",
       " ('ohk', 15),\n",
       " ('okk', 14),\n",
       " ('yess', 11),\n",
       " ('whatsapp', 10),\n",
       " ('sorr', 9),\n",
       " ('erience', 9),\n",
       " ('whatr', 9),\n",
       " ('wherer', 8),\n",
       " ('willd', 8),\n",
       " ('yupp', 7),\n",
       " ('okkk', 7),\n",
       " ('howr', 7),\n",
       " ('coole', 7),\n",
       " ('funn', 7),\n",
       " ('seriousl', 7),\n",
       " ('wtr', 6),\n",
       " ('wts', 5),\n",
       " ('wrr', 5)]"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov6[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 4899/4899 [00:00<00:00, 446606.00it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 93.82% coverage of distinct vocabulary\n",
      "And we have 99.31% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 303\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# correct misspell\n",
    "not_cov7 = check_coverage(vocab7, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('of', 38),\n",
       " ('goole', 25),\n",
       " ('favourite', 16),\n",
       " ('to', 12),\n",
       " ('whatsapp', 10),\n",
       " ('and', 10),\n",
       " ('boz', 8),\n",
       " ('emosi', 7),\n",
       " ('colour', 5),\n",
       " ('suu', 4),\n",
       " ('a', 4),\n",
       " ('thnn', 4),\n",
       " ('instagram', 4),\n",
       " ('travelling', 4),\n",
       " ('learnt', 4),\n",
       " ('he/she', 3),\n",
       " ('bessie', 3),\n",
       " ('oho', 3),\n",
       " ('useropenreflink', 3),\n",
       " ('sacchi', 2)]"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov7[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 4895/4895 [00:00<00:00, 446202.55it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 93.89% coverage of distinct vocabulary\n",
      "And we have 99.40% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 299\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# remove stopwords again after correction of missepll\n",
    "not_cov8 = check_coverage(vocab8, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('goole', 25),\n",
       " ('favourite', 16),\n",
       " ('whatsapp', 10),\n",
       " ('boz', 8),\n",
       " ('emosi', 7),\n",
       " ('colour', 5),\n",
       " ('suu', 4),\n",
       " ('thnn', 4),\n",
       " ('instagram', 4),\n",
       " ('travelling', 4),\n",
       " ('learnt', 4),\n",
       " ('he/she', 3),\n",
       " ('bessie', 3),\n",
       " ('oho', 3),\n",
       " ('useropenreflink', 3),\n",
       " ('sacchi', 2),\n",
       " ('louisa', 2),\n",
       " ('ranbir', 2),\n",
       " ('bayly', 2),\n",
       " ('harrods', 2)]"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov8[:20]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████████████████████████████████████████████████████████████████████| 4882/4882 [00:00<00:00, 489531.00it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "In Embedding Index we have 94.24% coverage of distinct vocabulary\n",
      "And we have 99.52% coverage of all text\n",
      "The number of words which are not covered in word2vec resource is: 281\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "# correct shorthand words or some misspell which can't be corrected by pyspellchecker\n",
    "not_cov9 = check_coverage(vocab9, word2vec_pre)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('whatsapp', 10),\n",
       " ('boz', 8),\n",
       " ('suu', 4),\n",
       " ('thnn', 4),\n",
       " ('instagram', 4),\n",
       " ('bessie', 3),\n",
       " ('useropenreflink', 3),\n",
       " ('sacchi', 2),\n",
       " ('louisa', 2),\n",
       " ('ranbir', 2),\n",
       " ('bayly', 2),\n",
       " ('harrods', 2),\n",
       " ('janna', 2),\n",
       " ('hera', 2),\n",
       " ('whyyyy', 2),\n",
       " ('home-school', 2),\n",
       " ('shut-up', 2),\n",
       " ('wachapp', 2),\n",
       " ('nlp', 2),\n",
       " ('dhani', 2),\n",
       " ('wcm', 2),\n",
       " ('behaviour', 2),\n",
       " ('marple', 2),\n",
       " ('hihihi', 2),\n",
       " ('whaaaat', 2),\n",
       " ('dumas', 2),\n",
       " ('travelling', 2),\n",
       " ('lollo', 2),\n",
       " ('waitinnnnnnnn', 2),\n",
       " ('eagleton', 2),\n",
       " ('krk', 2),\n",
       " ('palahniuk', 2),\n",
       " ('fogg', 1),\n",
       " ('mumbaiindians', 1),\n",
       " ('hh:mm', 1),\n",
       " ('spitsvilla', 1),\n",
       " ('cantare', 1),\n",
       " ('okkkkkkkk', 1),\n",
       " ('aaagdghsuuqiosjhsubdhuskqondjis', 1),\n",
       " ('dakar', 1)]"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "not_cov9[:40]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 6. data storage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "# finally we have 2 versions of preprocessing of data so far\n",
    "# first one is preprocessed train data without spelling and shorthand words correction, \n",
    "# but after assigning space, correction of common shorthand words, adding missing charactors, removal of stopwords, emoji, emoticon and punctuations\n",
    "# the second one is preprocessed train data with spelling and shorthand words correction.\n",
    "# and I also have extracted all the emoji and emoticons of the data, which can be later processed for further analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "def save_data(name,data):\n",
    "    pickle_file = open('DataSet\\\\'+name,mode='wb')\n",
    "    pickle.dump(data,pickle_file)\n",
    "    pickle_file.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "#save_data(\"pre_train_3turn_no_correct_word2vec.pkl\",text_3_6)\n",
    "save_path3_6 = \"pre_{a}_3turn_no_correct_{b}.pkl\".format(a=path_change,b=version_change)\n",
    "save_patha_6 = \"pre_{a}_all_no_correct_{b}.pkl\".format(a=path_change,b=version_change)\n",
    "save_path3_9 = \"pre_{a}_3turn_no_emo_{b}.pkl\".format(a=path_change,b=version_change)\n",
    "save_patha_9 = \"pre_{a}_all_no_emo_{b}.pkl\".format(a=path_change,b=version_change)\n",
    "save_data(save_path3_6,text_3_6)\n",
    "save_data(save_patha_6 ,text_all_6)\n",
    "save_data(save_path3_9,text_3_9)\n",
    "save_data(save_patha_9,text_all_9)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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