WhatsApp Chat Analysis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d337066e",
   "metadata": {},
   "outputs": [],
   "source": [
    "import re\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "1e8ede2f",
   "metadata": {},
   "outputs": [],
   "source": [
    "f = open('WhatsApp Chat with Family 👪👪👪.txt','r', encoding ='utf-8')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "428a9986",
   "metadata": {},
   "outputs": [],
   "source": [
    "data = f.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "34c55599",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11/22/21, 08:42 - Messages and calls are end-to-end encrypted. No one outside of this chat, not even WhatsApp, can read or listen to them. Tap to learn more.\n",
      "11/24/21, 20:34 - Baba: <Media omitted>\n",
      "11/24/21, 20:34 - Baba: <Media omitted>\n",
      "11/25/21, 09:42 - Nirmal Piso: This message was deleted\n",
      "11/25/21, 09:56 - Di 2: Gd mrng\n",
      "11/25/21, 15:54 - Misti Pisi: Darun\n",
      "11/27/21, 09:50 - Nirmal Piso: <Media omitted>\n",
      "11/30/21, 20:13 - Sunny Dada 2: Kno?\n",
      "11/30/21, 20:14 - Di 2: Ki kni\n",
      "11/30/21, 20:14 - Di 2: Kno\n",
      "11/30/21, 20:14 - Di 2: Tumi vule gale ricky ki bolechilo\n",
      "11/30/21, 20:16 - Sunny Dada 2: ??\n",
      "11/30/21, 20:17 - Di 2: Dhur\n",
      "11/30/21, 20:20 - Sunny Dada 2: Ricky r sathe dekha korte aseche?\n",
      "11/30/21, 20:44 - Dadabhai: Sunny da is out🤭\n",
      "11/30/21, 20:51 - Diva: Or bor aseni\n",
      "11/30/21, 20:52 - Di 2: Naaa\n",
      "11/30/21, 20:52 - Di 2: Ha\n",
      "11/30/21, 21:37 - Diya didi: Ricky r sthe dekha krte ele abar bor k anr nki🤭\n",
      "11/30/21, 21:58 - Di 2: 🤣🤣\n",
      "11/30/21, 22:16 - Sakalya: 😏\n",
      "12/1/21, 00:08 - Baba: <Media omitted>\n",
      "12/1/21, 00:15 - Dadabhai: 😓😓\n",
      "12/3/21, 11:45 - Diya didi: https://www.facebook.com/profile.php?id=100075529602969\n",
      "\n",
      "Eta amr FB new account request gele accept koris/koro\n",
      "R jader jayni tara please link a click kore request pathiye de/dao🙏\n",
      "12/3/21, 11:51 - Dadabhai: Jaa..agertar ki holo?..hacked?\n",
      "12/3/21, 11:57 - Diya didi: Na na\n",
      "12/3/21, 11:57 - Diya didi: 5000 frnds hye geche tai ora restricted kore lock koreche\n",
      "12/3/21, 12:11 - Dadabhai: Ei sereche!😅😅\n",
      "12/8/21, 21:25 - Baba: @919163896428 12th e ki jachchis tui o bumboo.....confirm kor noito no lunch\n",
      "12/8/21, 21:42 - Diya didi: Jbo\n",
      "12/8/21, 21:51 - Baba: Ok\n",
      "12/11/21, 15:37 - Diva: Husband to wife :- Today is a fine day.\n",
      "Next day he says :- Today is a fine day.\n",
      "Again next day, he says same thing - Today is a fine day.\n",
      "Finally after a week, the wife can't take it and asks her husband :- Since last one week, you are saying this 'Today is a fine day'. I am fed up. What's the matter?\n",
      "Husband :- Last week when we had an argument, you said,\"I will leave you one fine day.\" I was just trying to remind you.\n",
      "\n",
      "😷😷😷\n",
      "12/11/21, 15:46 - Sakalya: 🤣🤣🤣\n",
      "12/11/21, 15:47 - Dadabhai: 🤣🤣🤣😜😜😜\n",
      "12/11/21, 15:53 - Baba: 😄😄😄\n",
      "12/11/21, 23:15 - Misti Pisi: 😀😀\n",
      "12/12/21, 09:35 - Diya didi: @919830079775 @919830887243 badminton 🏸 nio\n",
      "12/12/21, 16:22 - Diya didi: We reached\n",
      "12/12/21, 16:26 - Diya didi: <Media omitted>\n",
      "12/12/21, 16:26 - Diya didi: <Media omitted>\n",
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      "12/12/21, 16:29 - Diya didi: <Media omitted>\n",
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      "12/12/21, 16:29 - Diya didi: <Media omitted>\n",
      "12/12/21, 16:29 - Diya didi: <Media omitted>\n",
      "12/12/21, 16:30 - Diya didi: Bakira pic dao\n",
      "12/12/21, 16:34 - Sakalya: <Media omitted>\n",
      "12/12/21, 16:34 - Sakalya: <Media omitted>\n",
      "12/12/21, 16:34 - Sakalya: <Media omitted>\n",
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      "12/12/21, 16:34 - Sakalya: <Media omitted>\n",
      "12/12/21, 16:34 - Sakalya: <Media omitted>\n",
      "12/12/21, 16:38 - Diva: Riki amra Africa ghurte jaini Alipore gechi...55 ta photo🤦🏻‍♀️\n",
      "12/12/21, 16:38 - Sakalya: 🤣🤣🤣\n",
      "12/12/21, 16:39 - Diva: <Media omitted>\n",
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      "12/12/21, 16:39 - Diva: <Media omitted>\n",
      "12/12/21, 16:39 - Diva: <Media omitted>\n",
      "12/12/21, 16:40 - Di 2: 🤣🤣\n",
      "12/12/21, 16:42 - Diya didi: <Media omitted>\n",
      "12/12/21, 16:42 - Diva: Toder chobi gulo dekhar por amar chobi gulo deoar joggo nei😂\n",
      "12/12/21, 16:42 - Diva: 😂\n",
      "12/12/21, 16:42 - Diya didi: Kno 🤣\n",
      "12/12/21, 16:42 - Di 2: 🤣🤣\n",
      "12/12/21, 16:43 - Diva: Konomote ekta tulechi r ki\n",
      "12/12/21, 16:43 - Diya didi: 🤣🤣\n",
      "12/12/21, 16:44 - Dadabhai: Etakei south africa vebe ne..tar sathe omicron tao mathay chole asbe😅😅🤣🤣🤣\n",
      "12/12/21, 16:45 - Diya didi: 🤣🤣\n",
      "12/12/21, 16:45 - Diva: 😒😒\n",
      "12/12/21, 16:46 - Sakalya: Diva tomqr o to 41 ta chobi...kom ki🙄🙄🙄\n",
      "12/12/21, 16:46 - Diva: Oo ha tai to dekhchi...ki kore eto gulo uthegelo\n",
      "12/12/21, 16:46 - Sakalya: 🤣🤣\n",
      "12/12/21, 16:50 - Maa: Toder sathe je akta hati chilo tar pic ta keu tulli na 🙄ja khub miss hoye gelo re\n",
      "12/12/21, 16:50 - Diya didi: 😒\n",
      "12/12/21, 16:51 - Diva: Oi sobar sathe mise geche se...tai r bojha jache na\n",
      "12/12/21, 16:51 - Maa: Re exclusive pose tai peli na miss a big miss🤣\n",
      "12/12/21, 16:52 - Diva: 😆\n",
      "12/12/21, 16:52 - Maa: Tor pola ghumay che\n",
      "12/12/21, 16:52 - Diva: Na ese ektu ghyan ghyan korchilo mane ghum er jnno...tarpor r ghumaeni\n",
      "12/12/21, 16:54 - Baba: <Media omitted>\n",
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      "12/12/21, 16:59 - Baba: <Media omitted>\n",
      "12/16/21, 12:02 - Diya didi: <Media omitted>\n",
      "12/16/21, 12:04 - Baba: Grt....\n",
      "12/16/21, 12:06 - Maa: Bah khuub valo\n",
      "12/16/21, 12:06 - Maa: Sabdhane theko kinru\n",
      "12/16/21, 12:09 - Dadabhai: Great news!!😃😃👌🏻👌🏻\n",
      "12/16/21, 12:10 - Diva: Bhalo theko meso\n",
      "12/16/21, 12:11 - Sakalya: Bahhh🤩\n",
      "12/16/21, 12:54 - Di 2: Sustho theko mesho❤️\n",
      "12/24/21, 11:08 - Diya didi: https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa\n",
      "12/24/21, 12:36 - Sunny Dada 2: 10 din age theke chuti debe ki na jan age....😏😏\n",
      "12/25/21, 00:00 - Misti Pisi: Merry Christmas everybody stay happy and enjoy the day🎅🎄⛪🎁\n",
      "12/25/21, 00:00 - Baba: *SAMRAT* \n",
      " send you a surprise Message  \n",
      " *open this* 👇👇 \n",
      " djrbr.co/wow/?n=SAMRAT\n",
      "12/25/21, 00:01 - Diya didi: <Media omitted>\n",
      "12/25/21, 00:25 - Dadabhai: <Media omitted>\n",
      "12/25/21, 00:46 - Di 2: <Media omitted>\n",
      "12/25/21, 01:43 - Diva: 🤪🤪\n",
      "12/25/21, 02:19 - Sakalya: 🤣🤣🤣\n",
      "12/25/21, 02:19 - Sakalya: Merry Christmas to everyone❤️🎊🎊🎊\n",
      "12/25/21, 10:14 - Dadabhai: 😡😡😡\n",
      "12/25/21, 10:38 - Diya didi: <Media omitted>\n",
      "12/25/21, 13:58 - Sakalya: <Media omitted>\n",
      "12/25/21, 13:58 - Sakalya: <Media omitted>\n",
      "12/25/21, 13:58 - Sakalya: <Media omitted>\n",
      "12/25/21, 13:58 - Sakalya: <Media omitted>\n",
      "12/25/21, 14:02 - Diva: Santa kaku\n",
      "12/25/21, 14:06 - Dadabhai: Puro bolda kaku lgche🤣🤣🤣🤣🤣\n",
      "12/25/21, 14:08 - Sakalya: Kalker tomar pic tar theke bhalo e🤣🤣🤣\n",
      "12/25/21, 14:08 - Sakalya: 🤨\n",
      "12/25/21, 14:08 - Dadabhai: Ota toh chilo chullu khor pic🤣🤣🤣\n",
      "12/25/21, 14:09 - Diva: Ebaba eto boro chaton\n",
      "12/25/21, 14:17 - Sakalya: Tar theke kaku better😌😌\n",
      "12/25/21, 14:23 - Diya didi: <Media omitted>\n",
      "12/25/21, 14:24 - Diya didi: <Media omitted>\n",
      "12/26/21, 18:33 - Dadabhai: 🤣🤣🤣🤣\n",
      "12/29/21, 22:23 - Baba: https://fb.watch/aciY5TkDAd/\n",
      "12/30/21, 12:53 - Maa: <Media omitted>\n",
      "12/30/21, 13:22 - Dadabhai: 😮😮🥳🥳\n",
      "12/30/21, 13:22 - Dadabhai: 👌🏻👌🏻\n",
      "12/30/21, 13:22 - Dadabhai: 😝😝😝\n",
      "12/30/21, 15:06 - Pisimoni: Correct likhecha\n",
      "12/30/21, 16:08 - Misti Pisi: 😂😂\n",
      "12/30/21, 22:49 - Baba: <Media omitted>\n",
      "12/31/21, 11:34 - Baba: <Media omitted>\n",
      "12/31/21, 18:54 - Baba: <Media omitted>\n",
      "12/31/21, 18:55 - Di 2: 🤣🤣🤣🤣🤣\n",
      "12/31/21, 18:56 - Di 2: Tmr barir address kintu amra jani\n",
      "12/31/21, 18:56 - Baba: Mahamayatala r barite noi.....r ejta bari\n",
      "12/31/21, 19:00 - Dadabhai: Eta ki tmr oi kerala r barite hcche?🤭🤭\n",
      "12/31/21, 19:04 - Sakalya: মন্দার গেট হুগলি পান্ডু গ্রাম কামাপুকুর\n",
      "\n",
      "Ei address e pouche jabo tale🤣\n",
      "12/31/21, 19:05 - Di 2: 🤣🤣🤣🤣\n",
      "12/31/21, 19:07 - Dadabhai: 🤣🤣🤣🤣\n",
      "12/31/21, 19:10 - Di 2: 🤣🤣🤣🤣\n",
      "12/31/21, 19:12 - Diva: Eta ki riki r sasurbarir address?\n",
      "12/31/21, 19:13 - Sakalya: 🤦🏻‍♂️🤣\n",
      "12/31/21, 19:13 - Di 2: 🤦🏻‍♀️\n",
      "12/31/21, 19:14 - Maa: 🤣\n",
      "12/31/21, 19:14 - Baba: Na Ghontu r\n",
      "12/31/21, 19:15 - Diva: Ghontu r sasurbarir address riki ki kore jnbe bolo...eta Riki r I hbe\n",
      "12/31/21, 19:16 - Baba: Na re.....riki r sasurbari r address translate kora jbe na\n",
      "12/31/21, 19:18 - Diva: 🥸\n",
      "12/31/21, 21:56 - Diya didi: <Media omitted>\n",
      "12/31/21, 23:58 - Misti Pisi: Happy newyear all of my familys\n",
      "12/31/21, 23:58 - Di 2: ❤️❤️\n",
      "12/31/21, 23:58 - Diya didi: Hyni akhno\n",
      "1/1/22, 00:00 - Diya didi: <Media omitted>\n",
      "1/1/22, 00:00 - Baba: <Media omitted>\n",
      "1/1/22, 00:00 - Diya didi: <Media omitted>\n",
      "1/1/22, 00:00 - Di 2: Happy new year to all🎉🎊🎇\n",
      "1/1/22, 00:02 - Sakalya: Happy new year everyone🎊🎊🎊\n",
      "1/1/22, 00:02 - Dadabhai: Happy new year familyy!!🥳🥳🥳🥳🥳\n",
      "1/1/22, 00:06 - Misti Pisi: Thank you\n",
      "1/1/22, 00:08 - Baba: <Media omitted>\n",
      "1/1/22, 00:09 - Pisimoni: Happy new year\n",
      "1/1/22, 00:38 - Diya didi: <Media omitted>\n",
      "1/1/22, 00:41 - Diva: Happy New Year! ...\n",
      "1/1/22, 10:09 - Saibal Da: <Media omitted>\n",
      "1/1/22, 10:19 - Maa: Happy new year 💖💖💖💖 to all\n",
      "1/2/22, 20:59 - Diva: 🤣🤣\n",
      "1/2/22, 23:04 - Baba: https://fb.watch/9TWdCH_6cU/\n",
      "1/4/22, 10:46 - Diya didi: https://fb.watch/ajAr-CRQT7/\n",
      "1/6/22, 20:40 - Diva: <Media omitted>\n",
      "1/6/22, 20:42 - Dadabhai: 🤣🤣🤣🤣😝😝😝\n",
      "1/6/22, 21:03 - Baba: <Media omitted>\n",
      "1/6/22, 22:08 - Baba: <Media omitted>\n",
      "1/6/22, 22:37 - Diva: 😂😂eta mone hoye mima\n",
      "1/7/22, 15:09 - Pisimoni: Khub sundar\n",
      "1/7/22, 18:43 - Saibal Da: কে প্রথম কাছে এসেছি\n",
      "কে প্রথম মাস্ক খুলেছি\n",
      "কিছুতেই পাই না ভেবে \n",
      "কে প্রথম জ্বরে ভুগেছি\n",
      "তুমি \n",
      "না , আমি।\n",
      "\n",
      "হেঁচেছে কে আগে\n",
      "কে দিয়েছে কাশি \n",
      "সর্দির ই ধারায়\n",
      "কে গিয়েছে ভাসি\n",
      "কে প্রথম জ্বর লুকিয়ে\n",
      "ঘেঁষে বসেছি\n",
      "তুমি \n",
      "না , আমি।\n",
      "\n",
      "কে প্রথম ভুল করেছি \n",
      "স্যানিটাইজার না নিয়েই\n",
      "দুটো হাত চেপে ধরেছি ।\n",
      "\n",
      "নিষেধ না মেনে\n",
      "কে গিয়েছি ভীড়ে ,\n",
      "জাপটে ধরেছি \n",
      "পার্ক ষ্ট্রীট মোড়ে ,\n",
      "কে প্রথম রোগ ছড়িয়ে\n",
      "অন্যের দোষ খুঁজেছি \n",
      "তুমি \n",
      "না, আমি । 😷😷\n",
      "1/7/22, 18:57 - Di 2: 🤣🤣🤣🤣🤣\n",
      "1/7/22, 19:14 - Diva: Chorache j seta to stti\n",
      "1/7/22, 19:15 - Diya didi: Tmra kmn acho akhn\n",
      "1/7/22, 19:16 - Diva: Bhalo achi\n",
      "1/7/22, 19:17 - Diya didi: Kiddo?🥺\n",
      "1/7/22, 19:17 - Diva: Kashi ache\n",
      "1/7/22, 19:17 - Diva: Bindas\n",
      "1/7/22, 19:17 - Baba: Kidoor baba??\n",
      "1/7/22, 19:18 - Diva: Amader 2 joner I kashi ache\n",
      "1/7/22, 19:18 - Diva: Otherwise ok\n",
      "1/7/22, 19:18 - Baba: 👍\n",
      "1/7/22, 20:18 - Maa: 🤣🤣🤣🤣\n",
      "1/8/22, 23:41 - Baba: <Media omitted>\n",
      "1/12/22, 15:42 - Misti Pisi: Darun\n",
      "1/12/22, 15:42 - Dadabhai: Thank you😃😃😃\n",
      "1/13/22, 00:05 - Baba: <Media omitted>\n",
      "1/13/22, 19:01 - Baba: <Media omitted>\n",
      "1/13/22, 19:17 - Baba: <Media omitted>\n",
      "1/14/22, 21:21 - Baba: <Media omitted>\n",
      "1/14/22, 21:21 - Baba: <Media omitted>\n",
      "1/14/22, 21:22 - Baba: <Media omitted>\n",
      "1/15/22, 00:01 - Diya didi: <Media omitted>\n",
      "1/15/22, 00:01 - Diya didi: @919830079775 @919830874791 😍🥳\n",
      "1/15/22, 00:02 - Baba: @919163896428 thank you from mama & mima\n",
      "1/15/22, 00:03 - Dadabhai: <Media omitted>\n",
      "1/15/22, 00:04 - Misti Pisi: <Media omitted>\n",
      "1/15/22, 00:05 - Diya didi: 😍\n",
      "1/15/22, 00:09 - Maa: Ei pic ta kothay pele\n",
      "1/15/22, 00:09 - Maa: Thank you ❣️❣️❣️❣️\n",
      "1/15/22, 00:09 - Baba: Thanks Roni nd Bristi\n",
      "1/15/22, 00:10 - Dadabhai: Bristi r post alada kre asche🤭🤭\n",
      "1/15/22, 00:10 - Dadabhai: 😃😃🤩🤩😁😁😁\n",
      "1/15/22, 00:11 - Baba: Thank you mimi....for posting this pic\n",
      "1/15/22, 00:11 - Diva: <Media omitted>\n",
      "1/15/22, 00:11 - Baba: O to special tai late\n",
      "1/15/22, 00:11 - Dadabhai: 🤣🤣🤣\n",
      "1/15/22, 00:11 - Maa: Thank you\n",
      "1/15/22, 00:11 - Diva: Kise kore asche\n",
      "1/15/22, 00:12 - Baba: Thank you Tinni & Sunny & Ghontu\n",
      "1/15/22, 00:12 - Dadabhai: Hete🤭\n",
      "1/15/22, 00:12 - Diva: Sunny r post alada kore asche kina bolte parbo na😂😂\n",
      "1/15/22, 00:12 - Maa: 🤣🤣🤣🤣\n",
      "1/15/22, 00:12 - Baba: R Ghontu\n",
      "1/15/22, 00:12 - Diva: Ghontu r tao jani na🤪🤪\n",
      "1/15/22, 00:13 - Diva: Se ghumie poreche apatoto\n",
      "1/15/22, 00:13 - Maa: Tora ato raate thanday ghumo\n",
      "1/15/22, 00:13 - Dadabhai: Ph. Kre gabbar singh r voice e happy anniversary bole dite bolis...taholei hbe..🤣🤣🤣🤣😝😝😝😝\n",
      "1/15/22, 00:13 - Diva: 👍👍\n",
      "1/15/22, 00:13 - Dadabhai: 🤟🏻🤟🏻🤟🏻\n",
      "1/15/22, 00:13 - Diva: Thanday ki korbo tahole\n",
      "1/15/22, 00:15 - Di 2: <Media omitted>\n",
      "1/15/22, 00:16 - Baba: Thank you Bristi👏🏻👏🏻\n",
      "1/15/22, 00:16 - Di 2: ❤️❤️❤️❤️🥰\n",
      "1/15/22, 03:38 - Pisimoni: <Media omitted>\n",
      "1/15/22, 08:09 - Maa: Thank you 💕\n",
      "1/15/22, 08:48 - Sunny Dada 2: 1176 happy anniversary @919830079775 & @919830874791 🥳🥳🥳🥳\n",
      "1/15/22, 10:01 - Baba: Thank you Chordibhai\n",
      "1/15/22, 10:02 - Baba: Thanks Sunny\n",
      "1/15/22, 11:32 - Dadabhai: 🤣🤣🤣\n",
      "1/15/22, 14:38 - Sunny Dada 2: https://eisamay.com/west-bengal-news/kolkata-news/1176-hare-krishna-trend-explained-by-nrisingha-prasad-bhaduri/articleshow/88860074.cms\n",
      "1/16/22, 21:41 - Dadabhai: <Media omitted>\n",
      "1/16/22, 21:41 - Dadabhai: <Media omitted>\n",
      "1/16/22, 21:42 - Dadabhai: Amazing expression by ricky\n",
      "1/16/22, 21:44 - Sunny Dada 2: Eta ki?\n",
      "1/16/22, 21:45 - Baba: Total paglami\n",
      "1/16/22, 21:45 - Dadabhai: Eta \n",
      "Mirgi dance\n",
      "1/16/22, 21:46 - Dadabhai: *mrigi dance🤣🤣🤣\n",
      "1/17/22, 23:10 - Misti Pisi: Eta holo babamar anniversary dance\n",
      "1/18/22, 00:02 - Di 2: 🤣🤣🤣🤣\n",
      "1/19/22, 19:33 - Baba: This is a 90-second video from a small country restaurant in  France , which keeps its customers entertained while they are waiting for dessert. The French restaurant “Le Petit Chef” (Little Chef) came up with an original way to entertain guests while waiting for their order by using an overhead projector on the ceiling. The animation is on the table and your plate. There is a small chef who appears on your plate. Watch what he does in the attached video ..... truly amazing,  ....................................\n",
      "1/19/22, 19:33 - Baba: <Media omitted>\n",
      "1/20/22, 12:11 - Diya didi: https://m.facebook.com/story.php?story_fbid=464368368652048&id=100052366673226&sfnsn=wiwspwa\n",
      "1/20/22, 13:19 - Dadabhai: 😮😮😮👌🏻👌🏻👌🏻\n",
      "1/20/22, 13:48 - Di 2: 🤣🤣🤣🤣🤣🤣\n",
      "1/20/22, 16:12 - Misti Pisi: Darun\n",
      "1/21/22, 01:07 - Diya didi: https://m.facebook.com/story.php?story_fbid=1621496414676876&id=100004495991202&sfnsn=wiwspwa\n",
      "1/21/22, 15:36 - Misti Pisi: Lovely\n",
      "1/25/22, 00:00 - Di 2: <Media omitted>\n",
      "1/25/22, 00:00 - Baba: <Media omitted>\n",
      "1/25/22, 00:00 - Maa: <Media omitted>\n",
      "1/25/22, 00:01 - Pisimoni: <Media omitted>\n",
      "1/25/22, 00:01 - Maa: Happy marriage anniversary to both of you Nirmal da and Mimidi....💓💓💓💓💓\n",
      "1/25/22, 00:07 - Pisimoni: <Media omitted>\n",
      "1/25/22, 00:08 - Sakalya: <Media omitted>\n",
      "1/25/22, 00:20 - Diva: Happy anniversary mistimasi n meso\n",
      "1/25/22, 00:35 - Dadabhai: <Media omitted>\n",
      "1/25/22, 11:02 - Sunny Dada 2: Many many happy returns of the day 🥳🥳🥳🥳....@919830661503 & @919007562417\n",
      "1/25/22, 15:56 - Misti Pisi: Thank you every one\n",
      "1/25/22, 22:05 - Diva: Pouche gechi\n",
      "1/25/22, 22:05 - Diva: 🙏🙏\n",
      "1/25/22, 22:09 - Maa: Ok\n",
      "1/25/22, 22:36 - Diya didi: Send the pictures & videos\n",
      "1/25/22, 22:39 - Sakalya: <Media omitted>\n",
      "1/25/22, 22:39 - Sakalya: <Media omitted>\n",
      "1/25/22, 22:39 - Sakalya: <Media omitted>\n",
      "1/25/22, 22:39 - Sakalya: <Media omitted>\n",
      "1/25/22, 22:39 - Sakalya: <Media omitted>\n",
      "1/25/22, 23:38 - Diva: 👍👍\n",
      "1/25/22, 23:49 - Misti Pisi: Pic gulo darun thank you bristi\n",
      "1/26/22, 00:00 - Di 2: <Media omitted>\n",
      "1/26/22, 00:00 - Diya didi: <Media omitted>\n",
      "1/26/22, 00:00 - Sakalya: <Media omitted>\n",
      "1/26/22, 00:02 - Misti Pisi: <Media omitted>\n",
      "1/26/22, 00:02 - Maa: <Media omitted>\n",
      "1/26/22, 00:03 - Pisimoni: <Media omitted>\n",
      "1/26/22, 00:03 - Maa: Happy marriage anniversary to both of you Tinni and Sunny......💓💓💓💓🎁🎊🎂\n",
      "1/26/22, 00:27 - Diva: Thank you soo much everyone❤️❤️...eto kosto kore photo gulo khuje rakhar jnno anek dhonnobad\n",
      "1/26/22, 00:27 - Di 2: ❤️❤️❤️\n",
      "1/26/22, 01:33 - Dadabhai: <Media omitted>\n",
      "1/26/22, 01:34 - Diva: Thank you spand- on\n",
      "1/26/22, 01:37 - Dadabhai: Span d don..😝😝😝\n",
      "1/26/22, 01:38 - Diva: 😒😒\n",
      "1/26/22, 09:28 - Baba: <Media omitted>\n",
      "1/26/22, 11:20 - Sunny Dada 2: Thank you.... @919163896428 @919830874791 @919830079775 @919903461947 @919830661503 @919007562417 @918337063258 @919830887243 @918337054357 @919748074005\n",
      "1/26/22, 12:12 - Diya didi: 🤣\n",
      "1/26/22, 13:44 - Sakalya: 😂😂😂\n",
      "1/26/22, 14:35 - Di 2: 🤭🤭🤭\n",
      "1/27/22, 20:28 - Diva: Ajk amader Tata Altroz book kora hoyeche...delivery may month e nebo hopefully 🙏🙏\n",
      "1/27/22, 20:29 - Baba: Good news....Ei jonnoi gola sukash\n",
      "1/27/22, 20:29 - Maa: Bah very good\n",
      "1/27/22, 20:30 - Diya didi: 😍😍\n",
      "1/27/22, 20:30 - Sakalya: Wow🤩\n",
      "1/27/22, 20:30 - Diya didi: Ab to treat banta hain😁\n",
      "1/27/22, 20:34 - Diva: 🤪🤪mama thak kichu bollam na\n",
      "1/27/22, 20:34 - Baba: Bol bol....suni\n",
      "1/27/22, 20:34 - Diva: Pehele ane to do...fir treat hoga\n",
      "1/27/22, 20:34 - Diva: Publicly bola jabe na🤭🤭\n",
      "1/27/22, 20:35 - Diya didi: 😉😉\n",
      "1/27/22, 20:35 - Baba: Amr no problem\n",
      "1/27/22, 20:36 - Diva: Na tmk chaap debo na...ami to tomar bhagni bolo😂😂\n",
      "1/27/22, 20:39 - Di 2: Congratulations\n",
      "1/27/22, 20:42 - Diva: Thank you\n",
      "1/27/22, 20:42 - Baba: Bhagni bolei to ditei parish....no problem\n",
      "1/27/22, 20:43 - Diva: 🙂🙂\n",
      "1/27/22, 20:44 - Dadabhai: Great news!!🤩🤩🤩\n",
      "1/27/22, 20:44 - Diva: Thank you\n",
      "1/27/22, 20:44 - Dadabhai: Tahole ki ebar anniversary ar gari kenar khawa..dutoi ki eksthe hbe?🤭🤭\n",
      "1/27/22, 20:45 - Diva: No comments\n",
      "1/27/22, 20:52 - Diva: 🤭🤭\n",
      "1/27/22, 20:53 - Sunny Dada 2: Ha ekdum... gari kena r anniversary hbe....🥳🥳🥳\n",
      "1/27/22, 20:55 - Diya didi: <Media omitted>\n",
      "1/27/22, 20:56 - Sakalya: 🥳🥳🥳\n",
      "1/27/22, 21:48 - Baba: https://fb.watch/aOvRsrgcZS/\n",
      "1/27/22, 22:54 - Dadabhai: Yahooo!!🥳🥳🥳🥳🤩🤩\n",
      "1/27/22, 22:54 - Misti Pisi: Congrats tinni khub khushi holam\n",
      "1/27/22, 23:06 - Diva: Thank you mistimasi❤️❤️\n",
      "1/28/22, 22:41 - Pisimoni: Khub sundar\n",
      "2/3/22, 11:34 - Baba: 😜😜😜😜😜😜\n",
      "*আমার হিসাব মিটিয়ে দাও*\n",
      "\n",
      "একজন সুন্দরী ও সুবেশী মহিলা দৌড়োতে দৌড়োতে ডাক্তারের চেম্বারে আসলো।\n",
      "\n",
      "ডাক্তারের ওই সুন্দরী মহিলাকে দেখামাত্রই আকৃষ্ট হলেন এবং সবার আগে ওনাকে ডাকলেন।\n",
      "\n",
      "ডাক্তার : “বলুন আপনার কি সমস্যা?”\n",
      "\n",
      "সুন্দরী : “না, মানে আমার কোনও সমস্যা নেই। সমস্যা আমার স্বামীর, মনেহয় ওনার কোন মানসিক সমস্যা হচ্ছে।”\n",
      "\n",
      "ডাক্তার : “ও আচ্ছা, আপনার গায়ে হাত দেয়, মারে নাকি দুর্ব্যবহার করে?”\n",
      "\n",
      "সুন্দরী : “না না, খালি ধমকায় আর বলে, *আমার হিসেব মিটিয়ে দাও* … … *আমার হিসেব মিটিয়ে দাও*…\n",
      "\n",
      "ডাক্তার : “তো উনি কোথায়, সঙ্গে এসেছেন?”\n",
      "\n",
      "সুন্দরী : “আনতে পারতাম, কিন্তু আমাদের গাড়িটা খারাপ হয়ে গেছে, গ্যারাজে দিয়ে এসেছি, যদি আপনার … …” (শরীর টা একটু হেলিয়ে)\n",
      "\n",
      "ডাক্তার : “ঠিক আছে ঠিক আছে, ড্রাইভারকে বলে দিচ্ছি। আমার গাড়িটা নিয়ে যান।”\n",
      "\n",
      "সুন্দরী ডাক্তারের গাড়ি নিয়ে সোজা একটি গয়নার দোকানে ঢুকলেন। একটা দশ লাখ টাকার জড়োয়ার সেট কিনে দোকানের মালিককে বললেন “আমার পার্টিতে যাওয়ার তাড়া আছে, আর আমি এতো টাকা সঙ্গেও আনিনি। একজন কাউকে সঙ্গে দিন, ডাক্তারবাবু টাকা দিয়ে দেবেন।”\n",
      "\n",
      "গয়নার দোকানের মালিক ভাবলেন এতগুলো টাকা আমি নিজেই যাই।\n",
      "\n",
      "দোকানের মালিককে গাড়িতে বসিয়ে সুন্দরী ড্রাইভারকে বললেন ওনাকে ডাক্তারবাবুর কাছে পৌঁছিয়ে দিতে। এই বলে সুন্দরী ট্যাক্সিতে করে চলে গেলেন … …।\n",
      "\n",
      "ড্রাইভার দোকানের মালিককে চেম্বারে পৌছিয়ে বললো : “ম্যাডাম আসেননি এই সাহেবকে পাঠিয়ে দিয়েছেন।”\n",
      "\n",
      "সুন্দরী আসেনি দেখে ডাক্তারের মনটা কেমন যেন মুষড়ে গেল। কিন্ত সৌজন্য বজায় রেখে ওনাকে একটু অপেক্ষা করতে বললেন …\n",
      "\n",
      "……পরে ডেকে জিজ্ঞেস করলেন : “বলুন কেমন আছেন?”\n",
      "\n",
      "গয়নার দোকানের মালিক : “হ্যাঁ ডাক্তারবাবু আমি ভালো আছি।”\n",
      "\n",
      "ডাক্তার : “তাহলে আপনার সমস্যাটা কি এবার আমাকে বলুন।”\n",
      "\n",
      "গয়নার দোকানের মালিক : “না না, আমার কোনও সমস্যা নেই, *আমার হিসাব মিটিয়ে দিন* \n",
      "…...\n",
      "…...\n",
      "ব্যাস গল্প শুরু.........\n",
      "😜😜😜😜😜😜\n",
      "2/3/22, 12:20 - Maa: 🤣🤣🤣🤣\n",
      "2/4/22, 00:00 - Diya didi: <Media omitted>\n",
      "2/4/22, 00:00 - Misti Pisi: <Media omitted>\n",
      "2/4/22, 00:00 - Diya didi: @918337063258 @918337054357 💍🥳\n",
      "2/4/22, 00:01 - Diva: <Media omitted>\n",
      "2/4/22, 00:02 - Pisimoni: <Media omitted>\n",
      "2/4/22, 00:02 - Pisimoni: Happy marrage aniversary\n",
      "2/4/22, 00:04 - Sakalya: <Media omitted>\n",
      "2/4/22, 00:05 - Baba: This message was deleted\n",
      "2/4/22, 00:07 - Maa: <Media omitted>\n",
      "2/4/22, 00:07 - Baba: <Media omitted>\n",
      "2/4/22, 00:09 - Di 2: Thank you ❤️❤️❤️\n",
      "2/4/22, 00:09 - Di 2: Thank you misty mashi❤️❤️\n",
      "2/4/22, 00:09 - Di 2: Thank you didibhai❤️❤️❤️\n",
      "2/4/22, 00:10 - Di 2: Thank you maa\n",
      "2/4/22, 00:10 - Di 2: Thank you❤😘😘😘😘😘\n",
      "2/4/22, 00:10 - Di 2: I love you yoo too mima.. Thank you❤\n",
      "2/4/22, 00:10 - Di 2: Thank you mama❤️❤️\n",
      "2/4/22, 00:14 - Dadabhai: Thanks diyaa😇😇\n",
      "2/4/22, 00:14 - Dadabhai: Thank you Mustimashii😇😇\n",
      "2/4/22, 00:15 - Dadabhai: Thank you didivai!!😇😇😁\n",
      "2/4/22, 00:15 - Dadabhai: Thank you Maa😇😇😁😁\n",
      "2/4/22, 00:16 - Dadabhai: Thanks mera satin😝😝😁😁😇😇\n",
      "2/4/22, 00:17 - Dadabhai: Thank you very much Mema!!😇😇😇\n",
      "2/4/22, 00:17 - Dadabhai: Thank you Mama😇😇😁😁\n",
      "2/4/22, 08:30 - Sunny Dada 2: Happy 1st marriage anniversary  @918337063258 @918337054357 🥳🥳🥳\n",
      "2/4/22, 11:26 - Di 2: Thank you jamaibabu ❤️❤️\n",
      "2/4/22, 11:40 - Dadabhai: Thank you Mr. Alauddin khilji..😝😝😝🤣🤣🤣🤣\n",
      "2/4/22, 11:40 - Di 2: 🤣🤣🤣\n",
      "2/4/22, 12:04 - Sunny Dada 2: Welcome @918337054357 (amir khasru)😀😀😀\n",
      "2/4/22, 12:05 - Sunny Dada 2: Sob heart amk dile hbe... ajke to bor er jonno kichu rakh...\n",
      "2/4/22, 12:05 - Di 2: Tmk sob kothay dilam\n",
      "2/4/22, 12:06 - Di 2: Ami to sobai kei vag vah kore diyechi\n",
      "2/4/22, 12:07 - Sunny Dada 2: Amkei to 2to diye dili...😉😉\n",
      "2/4/22, 12:07 - Di 2: Dhuss\n",
      "2/4/22, 12:07 - Sunny Dada 2: Kota ache tor ache..\n",
      "2/4/22, 14:09 - Dadabhai: 🤣🤣🤣😝😝😝\n",
      "2/5/22, 19:37 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:37 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 19:38 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:36 - Sakalya: <Media omitted>\n",
      "2/5/22, 22:45 - Dadabhai: Cake cutting r video ki karor kache ache?\n",
      "2/5/22, 22:51 - Diya didi: <Media omitted>\n",
      "2/5/22, 22:53 - Dadabhai: 👌🏻👌🏻\n",
      "2/5/22, 22:53 - Dadabhai: Bari kotay dhukli?\n",
      "2/5/22, 22:53 - Diya didi: 30 mnts hy geche\n",
      "2/5/22, 22:54 - Dadabhai: Okay👌🏻👌🏻\n",
      "2/6/22, 09:56 - Diva: This message was deleted\n",
      "2/6/22, 15:53 - Misti Pisi: Darun pic gulo hoyeche\n",
      "2/6/22, 16:01 - Dadabhai: 👌🏻👌🏻\n",
      "2/6/22, 22:56 - Saibal Da: Possibly last living image of the legend\n",
      "2/6/22, 23:51 - Dadabhai: 👌🏻👌🏻😓😓\n",
      "2/8/22, 21:22 - Diya didi: https://fb.watch/b2iRy8tyv6/\n",
      "2/9/22, 09:24 - Saibal Da: প্রোপোজ ডে***\n",
      "\n",
      "গোলাপের বদলে জ্যান্ত আরশোলা দিয়ে প্রোপোজ করুন\n",
      "লাফিয়ে আপনার কোলে না উঠলে\n",
      "আমার নামে আরশোলা পুষুন ।\n",
      "2/9/22, 09:39 - Dadabhai: 🤭🤭\n",
      "2/9/22, 09:49 - Sakalya: 😂\n",
      "2/9/22, 15:35 - Misti Pisi: 😭\n",
      "2/9/22, 16:45 - Diva: জ্যান্ত আরশোলা ধরার ক্ষমতা রাখুন তারপর প্রপোজ করুন\n",
      "2/9/22, 18:58 - Saibal Da: I will be assisted  Haridas Mitra.\n",
      "2/9/22, 19:00 - Diva: This message was deleted\n",
      "2/9/22, 19:00 - Dadabhai: Choto dadai🤭\n",
      "2/9/22, 19:00 - Diva: Ha bollo sobai🤣🤣\n",
      "2/9/22, 19:01 - Dadabhai: 🤣🤣🤣\n",
      "2/9/22, 19:01 - Diva: Ami bhule gchilam\n",
      "2/9/22, 19:03 - Dadabhai: Bjhte prchi🤭🤭\n",
      "2/10/22, 12:01 - Dadabhai: https://fb.watch/b4qJKl6vAQ/\n",
      "2/10/22, 12:09 - Baba: 👌👌\n",
      "2/10/22, 12:17 - Dadabhai: 🤭\n",
      "2/10/22, 16:03 - Misti Pisi: 👍\n",
      "2/10/22, 23:25 - Baba: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:03 - Sakalya: <Media omitted>\n",
      "2/13/22, 15:43 - Saibal Da: ।। বিশুর ভ্যালেন্টাইন ডে ।।\n",
      "\n",
      "বিশু মরে ভূত হয়েছে\n",
      "মাত্র কয়েক মাস,\n",
      "তেঁতুল গাছের একটি ডালে\n",
      "করছে বসবাস।\n",
      "\n",
      "আচমকা এক পেত্নী এসে\n",
      "বসলো পাশের ডালে,\n",
      "সরু সরু ঠ্যাঙগুলি তার\n",
      "দুলছে হাওয়ার তালে ।\n",
      "\n",
      "কেমন চেনা গন্ধ যেন\n",
      "লাগছে এসে নাকে!\n",
      "বিশু হঠাৎ চমকে ওঠে\n",
      "দেখছে  সে এ কাকে!  \n",
      "\n",
      "যার ভয়ে সে ক'দিন আগে\n",
      "দিল গলায় ফাঁস,\n",
      "সে বউ কিনা হঠাৎ হাজির\n",
      "এ কি সর্বনাশ!\n",
      "\n",
      "মুখরা বউ দিনরাত্তির \n",
      "করতো ঝগড়াঝাঁটি,\n",
      "বিশুর বেঁচে থাকাটাকেই\n",
      "করেছিল মাটি।\n",
      "\n",
      "সেই পত্নীই পেত্নী হয়ে\n",
      "এল আবার ফিরে,\n",
      "ভূত হয়েও কি অশান্তিটা\n",
      "থাকবে তাকে ঘিরে!\n",
      "\n",
      "খোনা গলায় পেত্নী হেসে\n",
      "বলে , \" হতচ্ছাড়া,\n",
      "আমায় ফেলে থাকবি একা\n",
      "মজা দেখাই দাঁড়া!\"\n",
      " \n",
      "এই না বলে টুকুস করে\n",
      "দিল একটি কিস,\n",
      "বললো, \"আগের ঝগড়াঝাঁটি\n",
      "সব হল ডিসমিস।\n",
      "\n",
      "এবার থেকে তোর কাঁধটায়\n",
      "করবো অবস্থান,\n",
      "আমিও গলায় দড়ি দিলুম\n",
      "ভাঙাতে তোর মান।\n",
      "\n",
      "মিনসে আমার করিস নে রাগ\n",
      "ক্ষমা করে দে,\n",
      "চল না  দু'জন পালন করি\n",
      "ভ্যালেন্টাইন ডে!\"\n",
      "\n",
      "✍️ কাকলী ভট্টাচার্য্য\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Di 2: <Media omitted>\n",
      "2/13/22, 19:54 - Maa: <Media omitted>\n",
      "2/13/22, 19:56 - Sakalya: <Media omitted>\n",
      "2/13/22, 19:56 - Sakalya: <Media omitted>\n",
      "2/13/22, 19:56 - Sakalya: <Media omitted>\n",
      "2/13/22, 19:56 - Sakalya: <Media omitted>\n",
      "2/13/22, 19:56 - Sakalya: <Media omitted>\n",
      "2/13/22, 20:09 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:09 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:11 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:12 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:14 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:14 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:15 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:17 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:17 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:18 - Diya didi: <Media omitted>\n",
      "2/13/22, 20:28 - Dadabhai: <Media omitted>\n",
      "2/13/22, 22:59 - Diva: Pouche gechi anekhon\n",
      "2/13/22, 22:59 - Diva: Mitra's thik ache?\n",
      "2/13/22, 23:00 - Maa: Yes\n",
      "2/13/22, 23:00 - Maa: Amrao pouche gechi\n",
      "2/13/22, 23:22 - Diva: Khaise\n",
      "2/13/22, 23:39 - Di 2: None of ours\n",
      "2/13/22, 23:57 - Diya didi: 🤣🤣🤣\n",
      "2/13/22, 23:58 - Diya didi: @918013972219 ki?\n",
      "2/14/22, 00:44 - Diva: Na go\n",
      "2/14/22, 12:10 - Diya didi: <Media omitted>\n",
      "2/14/22, 12:22 - Diva: Mukh ta dekh😂😂\n",
      "2/14/22, 12:44 - Maa: Ki baje lagche🤣🤣🤣🤣\n",
      "2/14/22, 13:08 - Diya didi: 😒\n",
      "2/14/22, 22:35 - Misti Pisi: Pic gulo darun sob theke gullo buror pic gulo darun\n",
      "2/15/22, 00:52 - Dadabhai: 👌🏻👌🏻😇\n",
      "2/15/22, 15:06 - Baba: গেঁদু \"রোজ ডে\"তে বৌকে লাক্স সাবান এনে দিলো।\n",
      "\n",
      "গিন্নী- সাবান কেন? আজকে তো \"রোজ ডে\"!\n",
      "\n",
      "গেঁদু- তোমাকে আমি কি একটা গোলাপ দিতে পারি? তাইতো হাজারো গোলাপের সুগন্ধে ভরা লাক্স সাবান দিলাম।\n",
      "\n",
      "গিন্নী- (গদগদ হয়ে) \"ওগো, রোদ থেকে এত ক্লান্ত হয়ে এসেছ, বসো তোমাকে লেবুর শরবত করে দিচ্ছি\"\n",
      "\n",
      "কিছুক্ষণ পর,,,,,\n",
      "\n",
      "গেঁদু- ও বৌ, এটা কি শরবত? গলাটা মনে হয় জ্বলে গেল!\n",
      "\n",
      "গিন্নী- তুমি আমার একমাত্র প্রাণপ্রিয় স্বামী, তোমাকে আমি একটা লেবু দিয়ে শরবত বানিয়ে দিতে পারি⁉️\n",
      "তাই তো ভিম বার দিয়ে শরবত করে দিলাম, কারণ এতে আছে হাজারো লেবুর শক্তি!!🤪\n",
      "\n",
      "বৌ রকস্, গেঁদু শকস্‼️\n",
      "😁😂🤣\n",
      "2/15/22, 15:13 - Di 2: 🤣🤣🤣🤣\n",
      "2/15/22, 15:15 - Dadabhai: 🤣🤣🤣😜😜😜\n",
      "2/15/22, 15:40 - Misti Pisi: Tahole Rony gedu ar bristi gedur bou\n",
      "2/15/22, 15:40 - Dadabhai: Ei re!!😅😅😅\n",
      "2/15/22, 15:40 - Diva: Na na Rony stti karer golap dieche mistimasi\n",
      "2/15/22, 15:41 - Misti Pisi: Very good\n",
      "2/15/22, 15:41 - Dadabhai: Eta ekdum vuo khobor..j paper e chapieche seta ekdum vuo paper..🤭🤭😏😏\n",
      "2/15/22, 15:42 - Diva: Toke dekhei bojha jae tui nischoi dibi...koto bhalo chele tui...bhul khobor hotei pare na\n",
      "2/15/22, 15:42 - Dadabhai: Chaat masala khawano chlche..dkhte pcchi😏😏\n",
      "2/15/22, 15:43 - Misti Pisi: 😀😀\n",
      "2/16/22, 00:14 - Diya didi: https://fb.watch/bbHx9-LVIl/\n",
      "2/17/22, 13:02 - Di 2: <Media omitted>\n",
      "2/17/22, 13:09 - Dadabhai: 🤭🤭😅😅🤩🤩🤩😇😇👌🏻👌🏻\n",
      "2/17/22, 13:11 - Diva: Joghonno\n",
      "2/17/22, 13:11 - Sakalya: 😂😂✨✨✨\n",
      "2/17/22, 13:11 - Dadabhai: 🤣🤣🤣\n",
      "2/17/22, 13:17 - Di 2: <Media omitted>\n",
      "2/17/22, 13:32 - Diya didi: 😁😁\n",
      "2/17/22, 13:32 - Diya didi: Amk vloi cute lagche🌚🤭\n",
      "2/17/22, 13:36 - Dadabhai: Dats true😁😁😁😘😘😘😇😇\n",
      "2/17/22, 13:36 - Diya didi: <Media omitted>\n",
      "2/17/22, 13:36 - Dadabhai: Ar ami pechoner oi forest ta theke direct beriechi🤣🤣🤣🤣\n",
      "2/17/22, 13:37 - Sakalya: Adi manob🌝\n",
      "2/17/22, 13:37 - Dadabhai: Corrct..take jama pant porale jeta lagbe..seta😝😝😝\n",
      "2/17/22, 13:37 - Diya didi: Eskimo 🤣🤣\n",
      "2/17/22, 13:45 - Diva: Ta thik\n",
      "2/17/22, 13:46 - Diva: Rony ki Saibal dar pant porechili\n",
      "2/17/22, 13:48 - Dadabhai: Seta ekhn bola ta vari muskil😅😅😅\n",
      "2/17/22, 13:52 - Diva: 🤭🤭\n",
      "2/17/22, 13:56 - Diya didi: 🤣🤣🤣🤣\n",
      "2/21/22, 17:12 - Baba: <Media omitted>\n",
      "2/21/22, 17:31 - Dadabhai: 🤣🤣🤣😝😝😝\n",
      "2/21/22, 22:42 - Misti Pisi: Super\n",
      "2/23/22, 23:31 - Baba: <Media omitted>\n",
      "2/24/22, 00:00 - Baba: <Media omitted>\n",
      "2/24/22, 00:01 - Diya didi: Thanks @919830079775 ❤️\n",
      "2/24/22, 00:02 - Dadabhai: <Media omitted>\n",
      "2/24/22, 00:03 - Misti Pisi: <Media omitted>\n",
      "2/24/22, 00:04 - Dadabhai: 🤩🤩🥰🥰\n",
      "2/24/22, 00:04 - Diya didi: Thanks @918337054357\n",
      "2/24/22, 00:04 - Diya didi: ❤️\n",
      "2/24/22, 00:04 - Dadabhai: ❤️\n",
      "2/24/22, 00:06 - Sakalya: <Media omitted>\n",
      "2/24/22, 00:07 - Diya didi: Thanks @919830887243\n",
      "2/24/22, 00:09 - Sakalya: 😊❤️❤️\n",
      "2/24/22, 00:11 - Diva: <Media omitted>\n",
      "2/24/22, 00:12 - Di 2: <Media omitted>\n",
      "2/24/22, 00:13 - Diya didi: Thanks @919062385188\n",
      "2/24/22, 00:13 - Diya didi: Thanks #@918337063258\n",
      "2/24/22, 00:13 - Maa: <Media omitted>\n",
      "2/24/22, 00:14 - Diya didi: Thanks @919830874791\n",
      "2/24/22, 00:14 - Di 2: ❤️❤️❤️❤️❤️\n",
      "2/24/22, 01:26 - Saibal Da: Wishing you a very very happy birthday Diya rani. May this day comes back to your life for many years more.\n",
      "2/24/22, 01:50 - Diya didi: Thanks @919748074005\n",
      "2/24/22, 10:09 - Pisimoni: <Media omitted>\n",
      "2/24/22, 10:12 - Diya didi: Thanks @919903461947\n",
      "2/24/22, 10:51 - Sunny Dada 2: <Media omitted>\n",
      "2/24/22, 10:54 - Diya didi: Thanks @918013972219\n",
      "2/25/22, 13:01 - Saibal Da: <Media omitted>\n",
      "2/25/22, 13:17 - Dadabhai: 🤣🤣🤣😝😝\n",
      "2/25/22, 13:22 - Sakalya: 🤣\n",
      "2/25/22, 13:29 - Di 2: 🤭🤭🤭🤭\n",
      "2/25/22, 15:25 - Misti Pisi: 👍👍\n",
      "2/27/22, 22:22 - Saibal Da: <Media omitted>\n",
      "3/1/22, 14:26 - Dadabhai: 😡😡😡😡\n",
      "3/1/22, 15:48 - Baba: 😡😡🤦🏻‍♂️🤦🏻‍♂️\n",
      "3/3/22, 23:33 - Saibal Da: <Media omitted>\n",
      "3/8/22, 11:15 - Saibal Da: দীর্ঘদিনের অসুস্থ স্বামীকে তার স্ত্রী বলে - \"একবার পশু চিকিৎসকের কাছে যাও,, নাহলে রোগ সারবে না।।\" \n",
      "\n",
      "স্বামী - \"কেনো ??\"\n",
      "\n",
      "স্ত্রী - \"সকালে মুরগির মতো তাড়াতাড়ি উঠে পড়ো।।\" \n",
      "\n",
      "--\" তারপর ঘোড়ার মতো ছুটে Duty চলে যাও।।\" \n",
      "\n",
      "--\"অফিসে গাধার মতো সারাদিন পরিশ্রম করো।।\"\n",
      "\n",
      "-- \"শিয়ালের মতো এক টেবিল থেকে অন্য টেবিলে ইনফরমেশন শেয়ার করো।।\"\n",
      "\n",
      "--\" বাঁদরের মতো সিনিয়র অফিসারের  ইশারায় নাচতে থাকো।।\" \n",
      "\n",
      "--' বাড়িতে ফিরে ছেলেমেয়ের উপর কুকুরের মতো ঘেউ ঘেউ করো।।\" \n",
      "\n",
      "--\" একমুঠো মুখে গুঁজে ,, মোষের মতো নাক ডেকে ঘুমিয়ে পড়ো।।\" \n",
      "\n",
      "--\"মানুষের কোনো চিহ্ন নেই তোমার মধ্যে,, সুতরাং ,,মানুষের ডাক্তার দেখিয়ে কোনো কাজ হবে না।।\"\n",
      "\n",
      "😛😛\n",
      "3/8/22, 11:19 - Dadabhai: 🤣🤣🤣😝😝😝\n",
      "3/10/22, 17:46 - Saibal Da: <Media omitted>\n",
      "3/10/22, 17:50 - Maa: 🤣🤣🤣🤣\n",
      "3/10/22, 17:54 - Baba: 😄😄\n",
      "3/10/22, 17:57 - Dadabhai: 🤣🤣😝😝😝\n",
      "3/10/22, 18:07 - Sakalya: 😂😂🤣\n",
      "3/12/22, 10:00 - Diva: Amra anek bhebe bujhte parchi na kiddo r mathar gondogol ta ktha theke elo....ajk maa r mone holo j gullur ghontu r theke eseche😂😂\n",
      "3/12/22, 10:06 - Maa: Akdom thik\n",
      "3/12/22, 10:06 - Maa: 🤣🤣🤣🤣🤣\n",
      "3/12/22, 10:07 - Diva: Tmio agree korcho to\n",
      "3/12/22, 10:08 - Maa: Obossoi ......amiii to sob theke besi vuctovogi🤣🤣🤣🤣\n",
      "3/12/22, 10:08 - Maa: Khapa khepeche kano abar\n",
      "3/12/22, 10:17 - Diva: No reason😂😂\n",
      "3/12/22, 10:34 - Dadabhai: 🤣🤣🤣🤣\n",
      "3/12/22, 10:35 - Maa: 🤣🤣🤣🤣🤣\n",
      "3/12/22, 12:00 - Saibal Da: আজ সিনেমা দেখতে গিয়েছিলাম। \n",
      "সিনেমার নাম *'হামি'*। \n",
      "\n",
      "আমার সামনে এক ভদ্রমহিলা দাঁড়িয়ে ছিলেন......., \n",
      "তিনি কাউন্টারে বললেন ;\n",
      "\"দাদা আমায় _*দুটো হামি দেবেন......,*_ \n",
      "*পেছনে দেবেন* ঠিক  *মাঝামাঝি* জায়গায়\"। \n",
      "\n",
      "_আমি চমকে গেলাম।_   \n",
      "\n",
      " যাই হোক এবার আমার পালা......, \n",
      "বললাম ;\n",
      "\"আমাকেও দুটো হামি দেবেন\"। \n",
      "\n",
      "কাউন্টারের লোকটি অম্লান বদনে জিজ্ঞাসা করলো \"কোথায় দেব, *ওপরে* না *নিচে*\" ? \n",
      ".\n",
      "\n",
      "আমার আর টিকিট কাটা হল না।\n",
      "3/12/22, 12:01 - Baba: 😄😄😄\n",
      "3/12/22, 12:02 - Dadabhai: 🤣🤣🤣😝😝😝\n",
      "3/12/22, 12:22 - Di 2: 🤣🤣🤣🤣🤣🤣\n",
      "3/13/22, 00:10 - Diya didi: <Media omitted>\n",
      "3/13/22, 00:44 - Dadabhai: 😘😘😘\n",
      "3/13/22, 02:01 - Pisimoni: Pskusona\n",
      "3/13/22, 20:28 - Misti Pisi: Khub paka hoyeche\n",
      "3/14/22, 08:23 - Diva: Best of luck riki for your new life...n happy journey to Mitra's\n",
      "3/14/22, 08:23 - Sakalya: Thank you Diva😇\n",
      "3/15/22, 12:02 - Baba: রাবণের গায়ে আগুন দেওয়া হয়েছে, রাবণ ধু-ধু করে জ্বলছেন, চারিদিকে চিৎকার চেঁচামিচি••••••\n",
      "রাবণ হঠাৎ চিৎকার করে বলে উঠলেন••••••\n",
      "\" হারামজাদারা, তোদের বৌ 'দের তুলে নিয়ে গেছিলাম নাকি•••••???!!!  আমি তো সীতা কে তুলে নিয়ে গেছি।।।তোরা কেন প্রত্যেক বছর গ্যাঁটের পয়সা খরচা করে আমার পেছনে আগুন লাগাস?! \"\n",
      "\n",
      "ভীড়ের মধ্যে থেকে একজন চিৎকার করে বলে উঠলো•••••••\n",
      "\" আমাদেরটা তুলিসনি বলেই তো প্রত্যেক বছর আগুন লাগাই••••••\"\n",
      "3/15/22, 12:36 - Di 2: 🤣🤣🤣🤣🤣\n",
      "3/15/22, 12:38 - Dadabhai: 😝😝🤣🤣\n",
      "3/15/22, 14:15 - Pisimoni: 😄😄\n",
      "3/15/22, 15:23 - Misti Pisi: 😀😀\n",
      "3/15/22, 19:37 - Saibal Da: <Media omitted>\n",
      "3/15/22, 21:15 - Saibal Da: <Media omitted>\n",
      "3/15/22, 22:57 - Misti Pisi: Bou ra koto\n",
      "3/15/22, 22:57 - Misti Pisi: Bhalo\n",
      "3/15/22, 23:25 - Dadabhai: 😝😝🤣\n",
      "3/15/22, 23:25 - Dadabhai: 🤭🤭😝😝\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Dadabhai: 😮😮🤩🤩\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:28 - Baba: <Media omitted>\n",
      "3/16/22, 13:29 - Dadabhai: Ghore dhukte dieche?\n",
      "3/16/22, 13:29 - Baba: Ricky r room, bed & desk\n",
      "3/16/22, 13:29 - Baba: Ami giye ghure esechi\n",
      "3/16/22, 13:29 - Dadabhai: Shabaash🤭🤭😁😁\n",
      "3/16/22, 13:30 - Baba: Lukiye lukiye giyechilam\n",
      "3/16/22, 13:30 - Dadabhai: Se toh bjhtei prchi🤭🤭\n",
      "3/16/22, 14:03 - Di 2: Bhaa bha\n",
      "3/16/22, 14:17 - Diva: Re wardrobe ta to hebby\n",
      "3/16/22, 14:18 - Diva: Riki kemon excitement hoche\n",
      "3/16/22, 14:18 - Diva: ?\n",
      "3/16/22, 14:22 - Sunny Dada 2: Ki kore gele.... tmkeo student vbe dhukiye nyeche.... 😀😀\n",
      "3/16/22, 14:24 - Dadabhai: 🤭🤭😝😝\n",
      "3/16/22, 14:30 - Baba: Ekdom\n",
      "3/16/22, 14:41 - Sunny Dada 2: Trpr abr charlo ki?\n",
      "3/16/22, 14:45 - Baba: Haa .....charbe na amk....amk charbe na\n",
      "3/16/22, 14:51 - Dadabhai: 😝😝\n",
      "3/16/22, 18:27 - Dadabhai: <Media omitted>\n",
      "3/16/22, 18:27 - Dadabhai: Eta ki fake news? Naki real news?\n",
      "3/16/22, 18:30 - Diva: 😥😥\n",
      "3/16/22, 20:09 - Pisimoni: Very nice\n",
      "3/16/22, 20:53 - Sakalya: Bhaloi hocche....\n",
      "3/16/22, 21:48 - Diya didi: Selfie dao dekhi\n",
      "3/16/22, 21:48 - Diya didi: Choturdiker ambience ta kmn dekhi\n",
      "3/16/22, 21:55 - Maa: 1st time nije guchiechen\n",
      "3/16/22, 21:55 - Maa: <Media omitted>\n",
      "3/16/22, 21:55 - Sakalya: <Media omitted>\n",
      "3/16/22, 21:57 - Maa: R e kaal theke okhankaar ambience video kore family te dibi\n",
      "3/16/22, 21:57 - Maa: Tui to heavy photographer\n",
      "3/16/22, 22:01 - Diya didi: Sob angle theke tule tule dibi\n",
      "3/16/22, 22:04 - Diya didi: Kojon aksthe akta room a??\n",
      "3/16/22, 22:05 - Sakalya: 🤣🤣\n",
      "3/16/22, 22:05 - Sakalya: 4 jon...4 no jon asheni\n",
      "3/16/22, 22:11 - Diya didi: Kobe asbe\n",
      "3/16/22, 22:11 - Sakalya: Janina seta\n",
      "3/16/22, 23:22 - Diva: Ei to mamar eto chinta chilo\n",
      "3/16/22, 23:36 - Misti Pisi: Guchhno ta darun hoyeche\n",
      "3/17/22, 23:10 - Maa: <Media omitted>\n",
      "3/17/22, 23:12 - Pisimoni: Wow\n",
      "3/17/22, 23:13 - Dadabhai: Darunn\n",
      "3/17/22, 23:16 - Saibal Da: <Media omitted>\n",
      "3/18/22, 00:40 - Di 2: <Media omitted>\n",
      "3/18/22, 00:40 - Baba: This message was deleted\n",
      "3/18/22, 00:53 - Dadabhai: <Media omitted>\n",
      "3/18/22, 00:59 - Baba: HAPPY HOLI 2 ALL OF YOU\n",
      "3/18/22, 06:59 - Sakalya: <Media omitted>\n",
      "3/18/22, 09:14 - Sunny Dada 2: <Media omitted>\n",
      "3/18/22, 09:22 - Maa: Happy holi to all of you\n",
      "3/18/22, 09:26 - Diva: <Media omitted>\n",
      "3/18/22, 09:51 - Saibal Da: <Media omitted>\n",
      "3/18/22, 11:56 - Di 2: Happy holi to all ❤️\n",
      "3/18/22, 17:33 - Saibal Da: <Media omitted>\n",
      "3/18/22, 17:33 - Saibal Da: <Media omitted>\n",
      "3/18/22, 17:33 - Saibal Da: <Media omitted>\n",
      "3/18/22, 17:33 - Saibal Da: <Media omitted>\n",
      "3/18/22, 17:33 - Saibal Da: <Media omitted>\n",
      "3/19/22, 22:15 - Diya didi: <Media omitted>\n",
      "3/19/22, 22:15 - Diya didi: <Media omitted>\n",
      "3/19/22, 22:16 - Diva: Congratulations diya\n",
      "3/19/22, 22:16 - Maa: Bah\n",
      "3/19/22, 22:16 - Sakalya: Congratulations Diya didi\n",
      "3/19/22, 22:16 - Diya didi: <Media omitted>\n",
      "3/19/22, 22:16 - Baba: Onek deri kre dili....amra onek agei dekhe felechi\n",
      "3/19/22, 22:16 - Di 2: Congratulations diya🎉\n",
      "3/19/22, 22:17 - Diya didi: Hmm tumie to manufacturer 😆😆\n",
      "3/19/22, 22:17 - Diya didi: <Media omitted>\n",
      "3/19/22, 22:17 - Diya didi: <Media omitted>\n",
      "3/19/22, 22:17 - Baba: Great👌\n",
      "3/19/22, 22:17 - Di 2: Ekjn k aj kabab khete dekhechi\n",
      "3/19/22, 22:17 - Diya didi: 🤔🤔\n",
      "3/19/22, 22:17 - Baba: R e toke to khete dekhlam\n",
      "3/19/22, 22:17 - Di 2: 3jn khachilo\n",
      "3/19/22, 22:17 - Diya didi: 🤔🤔\n",
      "3/19/22, 22:17 - Baba: 3 job chili\n",
      "3/19/22, 22:18 - Baba: Jon\n",
      "3/19/22, 22:18 - Diya didi: Badamtala?\n",
      "3/19/22, 22:18 - Di 2: Ekjn red scooty upr bose chilo\n",
      "3/19/22, 22:18 - Baba: <Media omitted>\n",
      "3/19/22, 22:18 - Pisimoni: Bah\n",
      "3/19/22, 22:18 - Di 2: Baki 2jn dariye khachilo\n",
      "3/19/22, 22:18 - Baba: Bakira dariye chilo🙃😄\n",
      "3/19/22, 22:18 - Diya didi: 🤭🤭\n",
      "3/19/22, 22:19 - Baba: 😜😜\n",
      "3/19/22, 22:19 - Di 2: 😅😅\n",
      "3/19/22, 22:19 - Diya didi: To dakoni kno\n",
      "3/19/22, 22:19 - Di 2: Khawate distrub krte chaini\n",
      "3/19/22, 22:19 - Baba: Abr khorcha hbe!\n",
      "3/19/22, 22:19 - Diya didi: Ha tmr 🤣🤣\n",
      "3/19/22, 22:19 - Diya didi: Thik e bolecho\n",
      "3/19/22, 22:19 - Diya didi: Ei sbe ele 🤣🤣\n",
      "3/19/22, 22:19 - Diya didi: Ki ar drkr\n",
      "3/19/22, 22:20 - Baba: Haa....thik...tbe tor r bumboo r besi hoto\n",
      "3/19/22, 22:20 - Diya didi: Thanku so much 🤣😆\n",
      "3/19/22, 22:20 - Baba: Okhane pai ni to tai\n",
      "3/19/22, 22:20 - Di 2: 😞\n",
      "3/19/22, 22:20 - Diya didi: 🤣🤣🤣amrq nijerai nijeder poisai khaina to ar ki hbe\n",
      "3/19/22, 22:20 - Baba: Ami kintu khai\n",
      "3/19/22, 22:21 - Diya didi: R a pabe ar ki okhne to geche💸💸\n",
      "3/19/22, 22:21 - Diya didi: Ha seto khetei gechile tai to dekhecho\n",
      "3/19/22, 22:22 - Baba: Na re...ghurte gechilam\n",
      "3/19/22, 22:22 - Diya didi: Ooo ghurte gele ki haoya lage nki 🤣🤣\n",
      "3/19/22, 22:22 - Diya didi: 💸💸lage na?\n",
      "3/19/22, 22:22 - Di 2: Eto dur elo kintu amdr bari elo na😞😞\n",
      "3/19/22, 22:22 - Diya didi: Abar tmader khorcha hbe\n",
      "3/19/22, 22:23 - Di 2: 🤦🏻‍♀️\n",
      "3/19/22, 23:43 - Saibal Da: WOW!\n",
      "3/19/22, 23:43 - Diya didi: 😇\n",
      "3/20/22, 09:47 - Sunny Dada 2: Wow... kobe chorabi.....??\n",
      "3/20/22, 11:13 - Diya didi: Are ruko vaii\n",
      "3/20/22, 11:13 - Diya didi: Sabarr Karo\n",
      "3/20/22, 14:21 - Dadabhai: Besi sabar krle dkhbi amrai scooty ta nie gayab..🙂🙂😝😝😝😝\n",
      "3/20/22, 14:33 - Diya didi: Ha jaona kothay ar jbe 🤣\n",
      "3/20/22, 14:34 - Dadabhai: Scooty ta nie jotodur jaoa jay..🤣🤣\n",
      "3/20/22, 14:45 - Diya didi: Chabi chara kotodur 🤣\n",
      "3/20/22, 14:56 - Sunny Dada 2: Scooty chorar jonno line dao sobai....😀😀\n",
      "3/20/22, 14:56 - Sunny Dada 2: 1 no. Et ami patlam\n",
      "3/20/22, 16:38 - Di 2: 1no ta ami\n",
      "3/20/22, 16:38 - Di 2: Kal rat ei bole rekhechi\n",
      "3/20/22, 16:38 - Di 2: Tumi pichone acho\n",
      "3/20/22, 16:42 - Dadabhai: 🤣🤣🤣\n",
      "3/20/22, 18:07 - Sunny Dada 2: Kar pichone...🤔🤔🤔\n",
      "3/20/22, 18:31 - Di 2: 🤭🤭🤭🤭🤭🤭 amr\n",
      "3/20/22, 19:50 - Diya didi: Scooty na audi bojha jcchena 🤣🤣\n",
      "3/20/22, 19:54 - Di 2: 🤣🤣🤣🤣\n",
      "3/22/22, 12:52 - Diya didi: <Media omitted>\n",
      "3/22/22, 12:55 - Dadabhai: 😓😓\n",
      "3/26/22, 14:20 - Di 2: <Media omitted>\n",
      "3/26/22, 14:20 - Di 2: <Media omitted>\n",
      "3/26/22, 14:21 - Sakalya: 🤣🤣🤣🤣\n",
      "3/26/22, 14:23 - Di 2: ৩৩ বছর যে এই প্রথম তিনি মা কে নিজের হাত এ খেতে দিলেন\n",
      "3/26/22, 14:23 - Di 2: 🤣🤣🤣🤣\n",
      "3/26/22, 14:23 - Maa: Wow great\n",
      "3/26/22, 14:27 - Dadabhai: Padma shri ekhuni tule deoa hok enar hathe🤩🤩😝😝😝🤣🤣🤣\n",
      "3/26/22, 14:28 - Di 2: 🤣🤣🤣🤣\n",
      "3/26/22, 14:32 - Baba: Grt job Saibalda\n",
      "3/26/22, 15:17 - Misti Pisi: Bouar Saba kora khub purnir darun puro history\n",
      "3/26/22, 15:19 - Di 2: 🤭🤭🤭🤭🤭\n",
      "3/26/22, 15:45 - Dadabhai: 🤭🤔\n",
      "4/7/22, 16:19 - Diya didi: <Media omitted>\n",
      "4/7/22, 16:45 - Di 2: 🤦🏻‍♀️\n",
      "4/9/22, 12:47 - Diva: Let's go\n",
      "4/9/22, 13:45 - Sunny Dada 2: Kothay\n",
      "4/9/22, 14:21 - Diva: Sobai boluk\n",
      "4/9/22, 14:50 - Baba: K bolbe r ki ba bolbe.....tora bol\n",
      "4/9/22, 14:52 - Diva: Ekta kothao jai...mane saradin ba bikele\n",
      "4/9/22, 16:46 - Diya didi: Sobai suggetions dik\n",
      "4/9/22, 16:49 - Sunny Dada 2: Kobe\n",
      "4/11/22, 01:27 - Saibal Da: জয় বাবা ফেসবুকেশ্বর \n",
      "********************\n",
      "🤓\n",
      " ক্লাস চলছে বল্টু তার মধ্যে তার ফেসবুক এ্যাকাউন্ট খুলে পোস্ট করলো - এখন ক্লাস চলছে তার মধ্যে আমি ফেসবুক করছি।  \n",
      "   সঙ্গে সঙ্গেই ক্লাসের টিচার (যিনি নিজেও ফেসবুক ঘাঁটছিলেন) বল্টুর পোস্টে কমেন্ট করলেন এখুনি ক্লাস থেকে বেড়িয়ে যাও। \n",
      "  এদিকে স্কুলের হেড মাষ্টার যিনিও নিজের অফিস ঘরে বসে ফেসবুক করছিলেন টিচার এর কমেন্টে লাইক দিলেন। \n",
      "  বল্টুর বন্ধুরা যারা স্কুলে না এসে চা এর ঠেকে আড্ডা দিচ্ছিল তারা কমেন্ট দিল-চলে আয় ঠেকে আমরা সবাই তোর অপেক্ষায়। \n",
      "  এদিকে বল্টুর মা এতক্ষণ চুপচাপ বল্টুর কীর্তি কলাপ ফেসবুকে দেখেছিলেন তিনি কমেন্ট করলেন-বদমাশ ছেলে ক্লাস থেকে যখন তোকে বারই করে দিয়েছে তখন বাজার করে বাড়ি আয় তারপর তোর ব্যবস্থা করছি। \n",
      "  বল্টুর বাবা কমেন্ট করলেন - দেখ গিন্নি ছেলের কীর্তি কলাপ আজ বাড়ি ফিরুক এমন শিক্ষা দেব যে সারা জীবন মনে রাখবে। \n",
      "  এরমধ্যে বল্টুর গার্লফ্রেন্ড কমেন্ট করলো - মিথ্যুক কোথাকারের আমায় যে বললে ঠাকুমা মৃত্যু শয্যায় আই সি এউ তে ভর্তি তাই দেখা করতে আসতে পারবে না। \n",
      "এখানেই শেষ নয় এবারের কমেন্টটাই সব চাইতে মারাত্মক। ঠাকুমা কমেন্ট লিখলেন - হতভাগা ছেলে আমি বহাল তবিয়তে ঘরে আর তুই আমাকে মারতে চাইছিস আজ ঘরে আয় আজ তোকে পিটিয়ে আই সি ইউ তে ভর্তি করবো।\n",
      "😂😂😂🤪🤪🤪🤪\n",
      "(Collected)\n",
      "4/11/22, 06:41 - Diva: 🤣🤣\n",
      "4/11/22, 10:15 - Dadabhai: 🤣🤣🤣\n",
      "4/11/22, 10:42 - Sunny Dada 2: 😀😀\n",
      "4/11/22, 10:47 - Baba: 😄😄\n",
      "4/12/22, 21:26 - Saibal Da: <Media omitted>\n",
      "4/12/22, 21:38 - Dadabhai: 😝😝😝\n",
      "4/13/22, 13:47 - Saibal Da: <Media omitted>\n",
      "4/13/22, 13:54 - Diya didi: 😆\n",
      "4/13/22, 13:55 - Dadabhai: 🤣🤣\n",
      "4/13/22, 14:02 - Diva: 🤣🤣\n",
      "4/13/22, 15:21 - Baba: 😄😄\n",
      "4/15/22, 00:09 - Diya didi: শুভ নববর্ষ এর শুভ কামনা সকল কে😊১৪২৯ ভালো কাটুক সকলের😇বড়দের জানাই সদ্রদ্ধ প্রণাম 🙏ছোটদের জন্য আন্তরিক ভালোবাসা💖\n",
      "4/15/22, 00:12 - Baba: <Media omitted>\n",
      "4/15/22, 00:14 - Dadabhai: <Media omitted>\n",
      "4/15/22, 00:20 - Misti Pisi: শুভ নববর্ষ ১৪২৯ 🎉🕎🕉️\n",
      "4/15/22, 00:26 - Saibal Da: <Media omitted>\n",
      "4/15/22, 07:39 - Diva: <Media omitted>\n",
      "4/15/22, 07:40 - Sakalya: শুভ নববর্ষ ✨✨\n",
      "সবাই আমার শুভ নববর্ষের প্রণাম নিও 🙏🏻🙏🏻\n",
      "4/20/22, 14:44 - Sakalya: https://instagram.com/vit_bengalis/live/17891969036609344?igshid=YmMyMTA2M2Y\n",
      "4/20/22, 14:44 - Sakalya: Amader bengali new year celebration er live link\n",
      "4/20/22, 14:44 - Sakalya: Dekhte pabe sobai\n",
      "4/20/22, 14:47 - Sunny Dada 2: Akhono start hye ni program 😌😌\n",
      "4/20/22, 15:04 - Sakalya: Hoe gache go\n",
      "4/20/22, 15:06 - Sunny Dada 2: Ki ses hye geche🤔🤔\n",
      "4/20/22, 15:07 - Sakalya: Na suru hoe gache\n",
      "4/20/22, 15:46 - Maa: Dekhtei to parchina\n",
      "4/20/22, 15:50 - Diya didi: 🤣🤣\n",
      "4/20/22, 20:44 - Diya didi: <Media omitted>\n",
      "4/20/22, 22:32 - Sakalya: <Media omitted>\n",
      "4/20/22, 22:33 - Diva: Kemon chilo khabar ta\n",
      "4/20/22, 22:33 - Sakalya: Darun go🤩\n",
      "4/20/22, 23:14 - Diva: 👍\n",
      "4/21/22, 23:27 - Misti Pisi: Bumper khawa\n",
      "4/21/22, 23:45 - Sakalya: Haa go🌝\n",
      "4/22/22, 14:53 - Saibal Da: আপনি_জানেন_কি?\n",
      "১. দিনে গড়ে একজন মানুষ ১৪ বার পাদ দেয়।\n",
      "২. পাদের গতিবেগ - ৭ মাইল / ঘন্টা।\n",
      "৩. গড়ে মানুষ দিনে আধা (১/২) লিটার পাদের গ্যাস তৈরি করে।\n",
      "৪. ঠিক বের হয়ে আসার মুহুর্তে পাদের তাপমাত্রা সাধারণত ৯৮.৬ ডিগ্রি বা ইংরেজিতে 98.6° হয়ে থাকে। বেরোনোর পর ঠান্ডা হয়ে যায় Joules-Thompson fall (effect)-য়ে। সরু ফুটো দিয়ে বেরিয়ে sudden expansion-র কারণে ।\n",
      "৫. একজন ব্যক্তি যদি ৬ বছর ৯ মাস একটানা পাদে, তবে তা একটি পারমাণবিক বোমার সমতুল্য শক্তির গ্যাস উৎপাদন হবে।হিরোসিমা আর নাগাসাকিতে নিজের তৈরি বোমা ফেলে দেখবেন নাকি একবার? 🤭🤭\n",
      "৬. পুরুষ আর মহিলা সমান তালে পাদতে পারে। তবে পুরুষ এ ব্যাপারে মহিলাদের চেয়ে গর্বিত থাকে..🤐🤐🤐\n",
      "৭. পাদ ধরে রাখা আপনার স্বাস্থ্যের জন্য খারাপ হতে পারে। ১ টি পাদ দেয়া মানে ১ টি সম্ভাব্য স্ট্রোক থেকে নিস্তার পাওয়া।তাই বেশি বেশি পাদুন।\n",
      "৮. পাদ হল দাহ্য বা ইংরেজিতে Flammable.\n",
      "৯. মানুষ মৃত্যুর পরেও পাদে। মৃত্যু পর ৩ ঘন্টা পর্যন্ত, পরিপাক নালীর উভয় প্রান্ত থেকে অবিরত গ্যাস বের হয়।\n",
      "\n",
      "*পাদ সম্পর্কে অনেক তথ্য আপনি ইতিমধ্যে জানলেন\n",
      "\n",
      "এবার নিজে পাদুন\n",
      "অপরকে পাদ দেয়ার জন্য উৎসাহী করুন। 😁\n",
      "4/22/22, 15:20 - Maa: 👍🏻👍🏻👍🏻💃🏼💃🏼💃🏼\n",
      "4/22/22, 16:10 - Misti Pisi: Das Babu apnio\n",
      "4/22/22, 16:14 - Dadabhai: 🤭🤭\n",
      "4/22/22, 17:35 - Sakalya: <Media omitted>\n",
      "4/22/22, 17:35 - Sakalya: Table tennis er jonno aj pechi eta😇\n",
      "4/22/22, 17:36 - Dadabhai: Shabaash!!👌🏻👌🏻😁😁🤩🤩🥳🥳🥳\n",
      "4/22/22, 17:37 - Sakalya: <Media omitted>\n",
      "4/22/22, 17:37 - Sakalya: 😇😇\n",
      "4/22/22, 17:39 - Diva: Congrats riki\n",
      "4/22/22, 17:39 - Sakalya: Thank you\n",
      "4/22/22, 17:44 - Dadabhai: 👏🏻👏🏻👌🏻👌🏻👌🏻\n",
      "4/22/22, 17:46 - Baba: Congrats Pusai👌👌\n",
      "4/22/22, 20:25 - Pisimoni: Congrats👌👌\n",
      "4/22/22, 20:28 - Sakalya: Thank you 😇😇\n",
      "4/22/22, 20:49 - Misti Pisi: Congrats Ricky\n",
      "4/22/22, 20:58 - Saibal Da: <Media omitted>\n",
      "4/22/22, 21:00 - Sakalya: Thank you😇\n",
      "4/22/22, 21:21 - Di 2: Congratulations🎉\n",
      "4/23/22, 07:57 - Sakalya: Thank you😇\n",
      "4/23/22, 11:54 - Baba: জাদুঘরে ৫ মিনিট ধরে ঘুরতে ঘুরতে ক্লান্ত হয়ে একটা চেয়ারে বসে পড়ল ২০২১-২২ সালে ৯৯.৯৯℅ নাম্বার পেয়ে উচ্চ-মাধ্যমিক পাশ করা পল্টু।\n",
      "\n",
      "ছুটে এলেন জাদুঘরের কর্মীরা: \"আরে, করছেন কি??!! এটা সিরাজউদ্দৌলার চেয়ার, এটাতে বসা নিষেধ\"।\n",
      "\n",
      "পল্টু : \"একটু বসতে দিন, উনি এলেই আমি উঠে যাব\"।\n",
      "4/23/22, 11:56 - Baba: This message was deleted\n",
      "4/23/22, 16:59 - Dadabhai: <Media omitted>\n",
      "4/23/22, 17:02 - Diva: 🤭🤭🤭\n",
      "4/23/22, 20:07 - Baba: 👌👌\n",
      "4/24/22, 12:28 - Saibal Da: <Media omitted>\n",
      "4/25/22, 16:24 - Baba: <Media omitted>\n",
      "4/25/22, 16:29 - Dadabhai: 😅😅😅\n",
      "4/28/22, 10:40 - Baba: <Media omitted>\n",
      "4/28/22, 11:58 - Diva: 🤣🤣\n",
      "4/28/22, 12:00 - Dadabhai: 🤣🤣🤣\n",
      "4/28/22, 12:02 - Di 2: 😂😂😂😂😂\n",
      "4/28/22, 13:22 - Baba: <Media omitted>\n",
      "4/28/22, 14:32 - Saibal Da: বউ এর অত্যাচারে সংসারে বীতশ্রদ্ধ হয়েই শ্রীচৈতন্যদেব \"HORRIBLE HORRIBLE\" বলতে বলতে গৃহত্যাগ করেছিলেন! আর লোকে বলে উনি \"হরিবোল হরিবোল\" বলতে বলতে....!\n",
      "\n",
      "এটা অনেকটা গান্ধীর \"হা রাম\" বলে মরে যাওয়ার মতো। শেষের \"জাদা\" আর উচ্চারণ করতে পারেননি, তার আগেই.....\n",
      "4/28/22, 18:59 - Dadabhai: 🤭🤭\n",
      "4/28/22, 19:25 - Baba: 🤣🤣\n",
      "5/2/22, 22:46 - Maa: <Media omitted>\n",
      "5/5/22, 18:19 - Saibal Da: \"হাগা\" বা \"গু\" ব‍্যপারটা কেমন যেন ইয়ে মত ব‍্যাকডেটেড, আনস্মার্ট, ডার্টি ডার্টি। সেই তুলনায় \"পটি' অনেক বেশি আপডেটেড, স্মার্ট, আর অতটাও ডার্টি না (অন্তত যারা হাগা না বলে পটি বলে তাদের তাই ধারণা)। হাগা/গু শুনলেই মনে হয় ভড়াৎ করে বেরিয়ে আসে, পাছুর দুই গোলার্ধে মাখামাখি হয়ে যায় একটা অসভ্য নোংরা ব‍্যাপার, সেই তুলনায় পটি অনেক বেশি টু দি পয়েন্ট, টুপ করে খসে পড়ে কমোডের জলে ডুব দেয় - বেশ জলপরী জলপরী ফিলিং আসে।  এখন তো \"পটি\" কথাটাও একটু সেকেলে, মার্কেটে \"পুপ\" কথাটা বেশ চালু হয়েছে। 😜😝😜😝\n",
      "5/5/22, 18:19 - Di 2: 🤣🤣🤣🤣🤣🤣🤣\n",
      "5/5/22, 18:19 - Maa: 🤣🤣🤣🤣🤣\n",
      "5/5/22, 18:24 - Sakalya: 🤣🤣🤣🤣🤣🤣\n",
      "5/5/22, 18:25 - Saibal Da: <Media omitted>\n",
      "5/5/22, 18:26 - Dadabhai: 🤣🤣🤣😝😝😝\n",
      "5/5/22, 18:42 - Pisimoni: Ekdombaje katha\n",
      "5/5/22, 19:09 - Diva: Tahole chele k পুপ sekhabo\n",
      "5/5/22, 19:48 - Di 2: 🤣🤣🤣🤣🤣\n",
      "5/5/22, 19:49 - Baba: 😄😄😄\n",
      "5/5/22, 19:49 - Baba: Etai thik hbe\n",
      "5/6/22, 20:39 - Baba: <Media omitted>\n",
      "5/7/22, 13:30 - Baba: <Media omitted>\n",
      "5/8/22, 00:54 - Baba: Happy Birthday Chordivai🎂🎂\n",
      "5/8/22, 00:58 - Pisimoni: Thank you\n",
      "5/8/22, 06:45 - Diva: Happy birthday masimoni...many many happy returns of d day🎉🎉\n",
      "5/8/22, 09:17 - Diya didi: Happy Birthday to you @919903461947 🎉🎂🥳\n",
      "5/8/22, 11:02 - Pisimoni: Thank you\n",
      "5/8/22, 11:02 - Pisimoni: Thank you🌹\n",
      "5/9/22, 15:12 - Saibal Da: \" মরিতে চাহি না আমি সুন্দর ভুবনে,\n",
      "মানবের মাঝে আমি বাঁচিবারে চাই।\n",
      "এই সূর্যকরে এই পুষ্পিত কাননে\n",
      "জীবন্ত হৃদয়-মাঝে যদি স্থান পাই।\n",
      "ধরায় প্রাণের খেলা চিরতরঙ্গিত,\n",
      "বিরহ মিলন কত হাসি- অশ্রু-ময়,\n",
      "মানবের সুখে দুঃখে গাঁথিয়া সংগীত\n",
      "যদি গো রচিতে পারি অমর-আলয়।\n",
      "তা যদি না পারি তবে বাঁচি যত কাল\n",
      "তোমাদেরি মাঝখানে লভি যেন ঠাঁই,\n",
      "তোমরা তুলিবে বলে সকাল বিকাল\n",
      "নব নব সংগীতের কুসুম ফুটাই।\n",
      "হাসিমুখে নিয়ো ফুল, তার পরে হায়\n",
      "ফেলে দিয়ো ফুল, যদি সে ফুল শুকায়।\" \n",
      "🙏🙏🙏\n",
      "5/9/22, 15:13 - Saibal Da: 👆কবি প্রনাম।\n",
      "5/10/22, 13:42 - Maa: https://fb.watch/cVRZ2nQ4O0/\n",
      "5/11/22, 08:46 - Di 2: <Media omitted>\n",
      "5/11/22, 08:47 - Diva: Dekhte pabe na die labh nei...net ses kore dieche😂😂😂\n",
      "5/11/22, 13:14 - Saibal Da: Ektu recharge kore de please ... naki ami kore debo?\n",
      "5/11/22, 13:28 - Diva: Ekhn o balance ses hoy ni...recharge kore ki korbe...dekhchi ami top-up mere debo tahole😀😀\n",
      "5/11/22, 14:04 - Pisimoni: Happy marrage life\n",
      "5/11/22, 14:05 - Saibal Da: Marriage life noy .. married life ... ki dorkar ...\n",
      "5/11/22, 14:11 - Diva: Kontar ki dorkar...pls clarify\n",
      "5/11/22, 14:11 - Diva: 🤭🤭\n",
      "5/12/22, 17:29 - Diva: <Media omitted>\n",
      "5/12/22, 17:32 - Dadabhai: 🤣🤣🤣🤣😘😘😘😘\n",
      "5/12/22, 17:45 - Sakalya: 😂😂😂😂🥰🥰\n",
      "5/12/22, 18:14 - Diya didi: Eki 🤣\n",
      "5/12/22, 18:20 - Saibal Da: আমার একদম প্রথম থেকেই মনে হতো ....😢\n",
      "5/12/22, 18:28 - Di 2: Kilbil korche🤣🤣🤣\n",
      "5/12/22, 18:46 - Diva: Tomader kripay r ki\n",
      "5/12/22, 18:47 - Diva: 😂😂ajk saradin ei kore gche...khali bolche gaan ta koro r uni ei korchen\n",
      "5/12/22, 19:17 - Baba: Puro talli🤪🤪\n",
      "5/12/22, 19:41 - Diya didi: Eki kno 🤣🤣\n",
      "5/12/22, 19:42 - Diva: K jane\n",
      "5/12/22, 19:42 - Diva: Etai or nach😂😂\n",
      "5/12/22, 21:46 - Baba: <Media omitted>\n",
      "5/12/22, 21:47 - Diva: 😂😂\n",
      "5/12/22, 22:02 - Dadabhai: 🤣🤣🤣\n",
      "5/12/22, 22:04 - Di 2: 😡😡😡😡\n",
      "5/12/22, 22:18 - Diya didi: 🤣🤣🤣🤣🤣🤣\n",
      "5/18/22, 13:19 - Saibal Da: <Media omitted>\n",
      "5/18/22, 13:40 - Di 2: 🤣🤣🤣🤣🤣\n",
      "5/18/22, 16:04 - Baba: 👌👌\n",
      "5/18/22, 16:40 - Sakalya: 😂😂😂\n",
      "5/18/22, 16:59 - Dadabhai: 🤣🤣😝😝\n",
      "5/20/22, 09:25 - Diva: <Media omitted>\n",
      "5/20/22, 09:35 - Dadabhai: 🙏🏻🙏🏻🙏🏻👌🏻👌🏻👌🏻\n",
      "5/20/22, 09:35 - Dadabhai: Ebar bari ferar pala😅😅😓😓\n",
      "5/20/22, 09:38 - Diva: Ja eta ekhne chole elo ki kore🤦🏻‍♀️\n",
      "5/20/22, 09:38 - Diva: Ami to status e dilam\n",
      "5/20/22, 09:39 - Dadabhai: 🤣🤣🤣🤣🤣\n",
      "5/20/22, 10:18 - Maa: 🤣🤣🤣🤣\n",
      "5/20/22, 12:43 - Baba: Sob e mayer ichche\n",
      "5/20/22, 12:44 - Saibal Da: 👍\n",
      "5/20/22, 12:44 - Sakalya: Tumi status ar group duto select kore felechile hoyto😂\n",
      "5/20/22, 13:38 - Diva: Tahole tai hbe re\n",
      "5/20/22, 14:52 - Diva: <Media omitted>\n",
      "5/20/22, 15:03 - Dadabhai: 🤣🤣😝😝😝\n",
      "5/20/22, 15:04 - Di 2: 🤣🤣🤣🤣🤣🤣🤣\n",
      "5/20/22, 21:27 - Saibal Da: <Media omitted>\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "902cf6c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "pattern = '\\d{1,2}/\\d{1,2}/\\d{2,4},\\s\\d{1,2}:\\d{2}\\s-\\s'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c2e8546e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['',\n",
       " 'Messages and calls are end-to-end encrypted. No one outside of this chat, not even WhatsApp, can read or listen to them. Tap to learn more.\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Nirmal Piso: This message was deleted\\n',\n",
       " 'Di 2: Gd mrng\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Nirmal Piso: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Kno?\\n',\n",
       " 'Di 2: Ki kni\\n',\n",
       " 'Di 2: Kno\\n',\n",
       " 'Di 2: Tumi vule gale ricky ki bolechilo\\n',\n",
       " 'Sunny Dada 2: ??\\n',\n",
       " 'Di 2: Dhur\\n',\n",
       " 'Sunny Dada 2: Ricky r sathe dekha korte aseche?\\n',\n",
       " 'Dadabhai: Sunny da is out🤭\\n',\n",
       " 'Diva: Or bor aseni\\n',\n",
       " 'Di 2: Naaa\\n',\n",
       " 'Di 2: Ha\\n',\n",
       " 'Diya didi: Ricky r sthe dekha krte ele abar bor k anr nki🤭\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Sakalya: 😏\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😓😓\\n',\n",
       " 'Diya didi: https://www.facebook.com/profile.php?id=100075529602969\\n\\nEta amr FB new account request gele accept koris/koro\\nR jader jayni tara please link a click kore request pathiye de/dao🙏\\n',\n",
       " 'Dadabhai: Jaa..agertar ki holo?..hacked?\\n',\n",
       " 'Diya didi: Na na\\n',\n",
       " 'Diya didi: 5000 frnds hye geche tai ora restricted kore lock koreche\\n',\n",
       " 'Dadabhai: Ei sereche!😅😅\\n',\n",
       " 'Baba: @919163896428 12th e ki jachchis tui o bumboo.....confirm kor noito no lunch\\n',\n",
       " 'Diya didi: Jbo\\n',\n",
       " 'Baba: Ok\\n',\n",
       " 'Diva: Husband to wife :- Today is a fine day.\\nNext day he says :- Today is a fine day.\\nAgain next day, he says same thing - Today is a fine day.\\nFinally after a week, the wife can\\'t take it and asks her husband :- Since last one week, you are saying this \\'Today is a fine day\\'. I am fed up. What\\'s the matter?\\nHusband :- Last week when we had an argument, you said,\"I will leave you one fine day.\" I was just trying to remind you.\\n\\n😷😷😷\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😜😜😜\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Diya didi: @919830079775 @919830887243 badminton 🏸 nio\\n',\n",
       " 'Diya didi: We reached\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: Bakira pic dao\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Riki amra Africa ghurte jaini Alipore gechi...55 ta photo🤦🏻\\u200d♀️\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Toder chobi gulo dekhar por amar chobi gulo deoar joggo nei😂\\n',\n",
       " 'Diva: 😂\\n',\n",
       " 'Diya didi: Kno 🤣\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Diva: Konomote ekta tulechi r ki\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Dadabhai: Etakei south africa vebe ne..tar sathe omicron tao mathay chole asbe😅😅🤣🤣🤣\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Diva: 😒😒\\n',\n",
       " 'Sakalya: Diva tomqr o to 41 ta chobi...kom ki🙄🙄🙄\\n',\n",
       " 'Diva: Oo ha tai to dekhchi...ki kore eto gulo uthegelo\\n',\n",
       " 'Sakalya: 🤣🤣\\n',\n",
       " 'Maa: Toder sathe je akta hati chilo tar pic ta keu tulli na 🙄ja khub miss hoye gelo re\\n',\n",
       " 'Diya didi: 😒\\n',\n",
       " 'Diva: Oi sobar sathe mise geche se...tai r bojha jache na\\n',\n",
       " 'Maa: Re exclusive pose tai peli na miss a big miss🤣\\n',\n",
       " 'Diva: 😆\\n',\n",
       " 'Maa: Tor pola ghumay che\\n',\n",
       " 'Diva: Na ese ektu ghyan ghyan korchilo mane ghum er jnno...tarpor r ghumaeni\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Grt....\\n',\n",
       " 'Maa: Bah khuub valo\\n',\n",
       " 'Maa: Sabdhane theko kinru\\n',\n",
       " 'Dadabhai: Great news!!😃😃👌🏻👌🏻\\n',\n",
       " 'Diva: Bhalo theko meso\\n',\n",
       " 'Sakalya: Bahhh🤩\\n',\n",
       " 'Di 2: Sustho theko mesho❤️\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa\\n',\n",
       " 'Sunny Dada 2: 10 din age theke chuti debe ki na jan age....😏😏\\n',\n",
       " 'Misti Pisi: Merry Christmas everybody stay happy and enjoy the day🎅🎄⛪🎁\\n',\n",
       " 'Baba: *SAMRAT* \\n send you a surprise Message  \\n *open this* 👇👇 \\n djrbr.co/wow/?n=SAMRAT\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diva: 🤪🤪\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Sakalya: Merry Christmas to everyone❤️🎊🎊🎊\\n',\n",
       " 'Dadabhai: 😡😡😡\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Santa kaku\\n',\n",
       " 'Dadabhai: Puro bolda kaku lgche🤣🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: Kalker tomar pic tar theke bhalo e🤣🤣🤣\\n',\n",
       " 'Sakalya: 🤨\\n',\n",
       " 'Dadabhai: Ota toh chilo chullu khor pic🤣🤣🤣\\n',\n",
       " 'Diva: Ebaba eto boro chaton\\n',\n",
       " 'Sakalya: Tar theke kaku better😌😌\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: https://fb.watch/aciY5TkDAd/\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Dadabhai: 😮😮🥳🥳\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Dadabhai: 😝😝😝\\n',\n",
       " 'Pisimoni: Correct likhecha\\n',\n",
       " 'Misti Pisi: 😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Di 2: Tmr barir address kintu amra jani\\n',\n",
       " 'Baba: Mahamayatala r barite noi.....r ejta bari\\n',\n",
       " 'Dadabhai: Eta ki tmr oi kerala r barite hcche?🤭🤭\\n',\n",
       " 'Sakalya: মন্দার গেট হুগলি পান্ডু গ্রাম কামাপুকুর\\n\\nEi address e pouche jabo tale🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Diva: Eta ki riki r sasurbarir address?\\n',\n",
       " 'Sakalya: 🤦🏻\\u200d♂️🤣\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " 'Maa: 🤣\\n',\n",
       " 'Baba: Na Ghontu r\\n',\n",
       " 'Diva: Ghontu r sasurbarir address riki ki kore jnbe bolo...eta Riki r I hbe\\n',\n",
       " 'Baba: Na re.....riki r sasurbari r address translate kora jbe na\\n',\n",
       " 'Diva: 🥸\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Misti Pisi: Happy newyear all of my familys\\n',\n",
       " 'Di 2: ❤️❤️\\n',\n",
       " 'Diya didi: Hyni akhno\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Di 2: Happy new year to all🎉🎊🎇\\n',\n",
       " 'Sakalya: Happy new year everyone🎊🎊🎊\\n',\n",
       " 'Dadabhai: Happy new year familyy!!🥳🥳🥳🥳🥳\\n',\n",
       " 'Misti Pisi: Thank you\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Pisimoni: Happy new year\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Happy New Year! ...\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Maa: Happy new year 💖💖💖💖 to all\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Baba: https://fb.watch/9TWdCH_6cU/\\n',\n",
       " 'Diya didi: https://fb.watch/ajAr-CRQT7/\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣😝😝😝\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 😂😂eta mone hoye mima\\n',\n",
       " 'Pisimoni: Khub sundar\\n',\n",
       " 'Saibal Da: কে প্রথম কাছে এসেছি\\nকে প্রথম মাস্ক খুলেছি\\nকিছুতেই পাই না ভেবে \\nকে প্রথম জ্বরে ভুগেছি\\nতুমি \\nনা , আমি।\\n\\nহেঁচেছে কে আগে\\nকে দিয়েছে কাশি \\nসর্দির ই ধারায়\\nকে গিয়েছে ভাসি\\nকে প্রথম জ্বর লুকিয়ে\\nঘেঁষে বসেছি\\nতুমি \\nনা , আমি।\\n\\nকে প্রথম ভুল করেছি \\nস্যানিটাইজার না নিয়েই\\nদুটো হাত চেপে ধরেছি ।\\n\\nনিষেধ না মেনে\\nকে গিয়েছি ভীড়ে ,\\nজাপটে ধরেছি \\nপার্ক ষ্ট্রীট মোড়ে ,\\nকে প্রথম রোগ ছড়িয়ে\\nঅন্যের দোষ খুঁজেছি \\nতুমি \\nনা, আমি । 😷😷\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Diva: Chorache j seta to stti\\n',\n",
       " 'Diya didi: Tmra kmn acho akhn\\n',\n",
       " 'Diva: Bhalo achi\\n',\n",
       " 'Diya didi: Kiddo?🥺\\n',\n",
       " 'Diva: Kashi ache\\n',\n",
       " 'Diva: Bindas\\n',\n",
       " 'Baba: Kidoor baba??\\n',\n",
       " 'Diva: Amader 2 joner I kashi ache\\n',\n",
       " 'Diva: Otherwise ok\\n',\n",
       " 'Baba: 👍\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Dadabhai: Thank you😃😃😃\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: @919830079775 @919830874791 😍🥳\\n',\n",
       " 'Baba: @919163896428 thank you from mama & mima\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Diya didi: 😍\\n',\n",
       " 'Maa: Ei pic ta kothay pele\\n',\n",
       " 'Maa: Thank you ❣️❣️❣️❣️\\n',\n",
       " 'Baba: Thanks Roni nd Bristi\\n',\n",
       " 'Dadabhai: Bristi r post alada kre asche🤭🤭\\n',\n",
       " 'Dadabhai: 😃😃🤩🤩😁😁😁\\n',\n",
       " 'Baba: Thank you mimi....for posting this pic\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Baba: O to special tai late\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Maa: Thank you\\n',\n",
       " 'Diva: Kise kore asche\\n',\n",
       " 'Baba: Thank you Tinni & Sunny & Ghontu\\n',\n",
       " 'Dadabhai: Hete🤭\\n',\n",
       " 'Diva: Sunny r post alada kore asche kina bolte parbo na😂😂\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: R Ghontu\\n',\n",
       " 'Diva: Ghontu r tao jani na🤪🤪\\n',\n",
       " 'Diva: Se ghumie poreche apatoto\\n',\n",
       " 'Maa: Tora ato raate thanday ghumo\\n',\n",
       " 'Dadabhai: Ph. Kre gabbar singh r voice e happy anniversary bole dite bolis...taholei hbe..🤣🤣🤣🤣😝😝😝😝\\n',\n",
       " 'Diva: 👍👍\\n',\n",
       " 'Dadabhai: 🤟🏻🤟🏻🤟🏻\\n',\n",
       " 'Diva: Thanday ki korbo tahole\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: Thank you Bristi👏🏻👏🏻\\n',\n",
       " 'Di 2: ❤️❤️❤️❤️🥰\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Thank you 💕\\n',\n",
       " 'Sunny Dada 2: 1176 happy anniversary @919830079775 & @919830874791 🥳🥳🥳🥳\\n',\n",
       " 'Baba: Thank you Chordibhai\\n',\n",
       " 'Baba: Thanks Sunny\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: https://eisamay.com/west-bengal-news/kolkata-news/1176-hare-krishna-trend-explained-by-nrisingha-prasad-bhaduri/articleshow/88860074.cms\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: Amazing expression by ricky\\n',\n",
       " 'Sunny Dada 2: Eta ki?\\n',\n",
       " 'Baba: Total paglami\\n',\n",
       " 'Dadabhai: Eta \\nMirgi dance\\n',\n",
       " 'Dadabhai: *mrigi dance🤣🤣🤣\\n',\n",
       " 'Misti Pisi: Eta holo babamar anniversary dance\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: This is a 90-second video from a small country restaurant in  France , which keeps its customers entertained while they are waiting for dessert. The French restaurant “Le Petit Chef” (Little Chef) came up with an original way to entertain guests while waiting for their order by using an overhead projector on the ceiling. The animation is on the table and your plate. There is a small chef who appears on your plate. Watch what he does in the attached video ..... truly amazing,  ....................................\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=464368368652048&id=100052366673226&sfnsn=wiwspwa\\n',\n",
       " 'Dadabhai: 😮😮😮👌🏻👌🏻👌🏻\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=1621496414676876&id=100004495991202&sfnsn=wiwspwa\\n',\n",
       " 'Misti Pisi: Lovely\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Happy marriage anniversary to both of you Nirmal da and Mimidi....💓💓💓💓💓\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Happy anniversary mistimasi n meso\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Many many happy returns of the day 🥳🥳🥳🥳....@919830661503 & @919007562417\\n',\n",
       " 'Misti Pisi: Thank you every one\\n',\n",
       " 'Diva: Pouche gechi\\n',\n",
       " 'Diva: 🙏🙏\\n',\n",
       " 'Maa: Ok\\n',\n",
       " 'Diya didi: Send the pictures & videos\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: 👍👍\\n',\n",
       " 'Misti Pisi: Pic gulo darun thank you bristi\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Happy marriage anniversary to both of you Tinni and Sunny......💓💓💓💓🎁🎊🎂\\n',\n",
       " 'Diva: Thank you soo much everyone❤️❤️...eto kosto kore photo gulo khuje rakhar jnno anek dhonnobad\\n',\n",
       " 'Di 2: ❤️❤️❤️\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: Thank you spand- on\\n',\n",
       " 'Dadabhai: Span d don..😝😝😝\\n',\n",
       " 'Diva: 😒😒\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Thank you.... @919163896428 @919830874791 @919830079775 @919903461947 @919830661503 @919007562417 @918337063258 @919830887243 @918337054357 @919748074005\\n',\n",
       " 'Diya didi: 🤣\\n',\n",
       " 'Sakalya: 😂😂😂\\n',\n",
       " 'Di 2: 🤭🤭🤭\\n',\n",
       " 'Diva: Ajk amader Tata Altroz book kora hoyeche...delivery may month e nebo hopefully 🙏🙏\\n',\n",
       " 'Baba: Good news....Ei jonnoi gola sukash\\n',\n",
       " 'Maa: Bah very good\\n',\n",
       " 'Diya didi: 😍😍\\n',\n",
       " 'Sakalya: Wow🤩\\n',\n",
       " 'Diya didi: Ab to treat banta hain😁\\n',\n",
       " 'Diva: 🤪🤪mama thak kichu bollam na\\n',\n",
       " 'Baba: Bol bol....suni\\n',\n",
       " 'Diva: Pehele ane to do...fir treat hoga\\n',\n",
       " 'Diva: Publicly bola jabe na🤭🤭\\n',\n",
       " 'Diya didi: 😉😉\\n',\n",
       " 'Baba: Amr no problem\\n',\n",
       " 'Diva: Na tmk chaap debo na...ami to tomar bhagni bolo😂😂\\n',\n",
       " 'Di 2: Congratulations\\n',\n",
       " 'Diva: Thank you\\n',\n",
       " 'Baba: Bhagni bolei to ditei parish....no problem\\n',\n",
       " 'Diva: 🙂🙂\\n',\n",
       " 'Dadabhai: Great news!!🤩🤩🤩\\n',\n",
       " 'Diva: Thank you\\n',\n",
       " 'Dadabhai: Tahole ki ebar anniversary ar gari kenar khawa..dutoi ki eksthe hbe?🤭🤭\\n',\n",
       " 'Diva: No comments\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Sunny Dada 2: Ha ekdum... gari kena r anniversary hbe....🥳🥳🥳\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: 🥳🥳🥳\\n',\n",
       " 'Baba: https://fb.watch/aOvRsrgcZS/\\n',\n",
       " 'Dadabhai: Yahooo!!🥳🥳🥳🥳🤩🤩\\n',\n",
       " 'Misti Pisi: Congrats tinni khub khushi holam\\n',\n",
       " 'Diva: Thank you mistimasi❤️❤️\\n',\n",
       " 'Pisimoni: Khub sundar\\n',\n",
       " 'Baba: 😜😜😜😜😜😜\\n*আমার হিসাব মিটিয়ে দাও*\\n\\nএকজন সুন্দরী ও সুবেশী মহিলা দৌড়োতে দৌড়োতে ডাক্তারের চেম্বারে আসলো।\\n\\nডাক্তারের ওই সুন্দরী মহিলাকে দেখামাত্রই আকৃষ্ট হলেন এবং সবার আগে ওনাকে ডাকলেন।\\n\\nডাক্তার : “বলুন আপনার কি সমস্যা?”\\n\\nসুন্দরী : “না, মানে আমার কোনও সমস্যা নেই। সমস্যা আমার স্বামীর, মনেহয় ওনার কোন মানসিক সমস্যা হচ্ছে।”\\n\\nডাক্তার : “ও আচ্ছা, আপনার গায়ে হাত দেয়, মারে নাকি দুর্ব্যবহার করে?”\\n\\nসুন্দরী : “না না, খালি ধমকায় আর বলে, *আমার হিসেব মিটিয়ে দাও* … … *আমার হিসেব মিটিয়ে দাও*…\\n\\nডাক্তার : “তো উনি কোথায়, সঙ্গে এসেছেন?”\\n\\nসুন্দরী : “আনতে পারতাম, কিন্তু আমাদের গাড়িটা খারাপ হয়ে গেছে, গ্যারাজে দিয়ে এসেছি, যদি আপনার … …” (শরীর টা একটু হেলিয়ে)\\n\\nডাক্তার : “ঠিক আছে ঠিক আছে, ড্রাইভারকে বলে দিচ্ছি। আমার গাড়িটা নিয়ে যান।”\\n\\nসুন্দরী ডাক্তারের গাড়ি নিয়ে সোজা একটি গয়নার দোকানে ঢুকলেন। একটা দশ লাখ টাকার জড়োয়ার সেট কিনে দোকানের মালিককে বললেন “আমার পার্টিতে যাওয়ার তাড়া আছে, আর আমি এতো টাকা সঙ্গেও আনিনি। একজন কাউকে সঙ্গে দিন, ডাক্তারবাবু টাকা দিয়ে দেবেন।”\\n\\nগয়নার দোকানের মালিক ভাবলেন এতগুলো টাকা আমি নিজেই যাই।\\n\\nদোকানের মালিককে গাড়িতে বসিয়ে সুন্দরী ড্রাইভারকে বললেন ওনাকে ডাক্তারবাবুর কাছে পৌঁছিয়ে দিতে। এই বলে সুন্দরী ট্যাক্সিতে করে চলে গেলেন … …।\\n\\nড্রাইভার দোকানের মালিককে চেম্বারে পৌছিয়ে বললো : “ম্যাডাম আসেননি এই সাহেবকে পাঠিয়ে দিয়েছেন।”\\n\\nসুন্দরী আসেনি দেখে ডাক্তারের মনটা কেমন যেন মুষড়ে গেল। কিন্ত সৌজন্য বজায় রেখে ওনাকে একটু অপেক্ষা করতে বললেন …\\n\\n……পরে ডেকে জিজ্ঞেস করলেন : “বলুন কেমন আছেন?”\\n\\nগয়নার দোকানের মালিক : “হ্যাঁ ডাক্তারবাবু আমি ভালো আছি।”\\n\\nডাক্তার : “তাহলে আপনার সমস্যাটা কি এবার আমাকে বলুন।”\\n\\nগয়নার দোকানের মালিক : “না না, আমার কোনও সমস্যা নেই, *আমার হিসাব মিটিয়ে দিন* \\n…...\\n…...\\nব্যাস গল্প শুরু.........\\n😜😜😜😜😜😜\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Diya didi: @918337063258 @918337054357 💍🥳\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Pisimoni: Happy marrage aniversary\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Di 2: Thank you ❤️❤️❤️\\n',\n",
       " 'Di 2: Thank you misty mashi❤️❤️\\n',\n",
       " 'Di 2: Thank you didibhai❤️❤️❤️\\n',\n",
       " 'Di 2: Thank you maa\\n',\n",
       " 'Di 2: Thank you❤😘😘😘😘😘\\n',\n",
       " 'Di 2: I love you yoo too mima.. Thank you❤\\n',\n",
       " 'Di 2: Thank you mama❤️❤️\\n',\n",
       " 'Dadabhai: Thanks diyaa😇😇\\n',\n",
       " 'Dadabhai: Thank you Mustimashii😇😇\\n',\n",
       " 'Dadabhai: Thank you didivai!!😇😇😁\\n',\n",
       " 'Dadabhai: Thank you Maa😇😇😁😁\\n',\n",
       " 'Dadabhai: Thanks mera satin😝😝😁😁😇😇\\n',\n",
       " 'Dadabhai: Thank you very much Mema!!😇😇😇\\n',\n",
       " 'Dadabhai: Thank you Mama😇😇😁😁\\n',\n",
       " 'Sunny Dada 2: Happy 1st marriage anniversary  @918337063258 @918337054357 🥳🥳🥳\\n',\n",
       " 'Di 2: Thank you jamaibabu ❤️❤️\\n',\n",
       " 'Dadabhai: Thank you Mr. Alauddin khilji..😝😝😝🤣🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: Welcome @918337054357 (amir khasru)😀😀😀\\n',\n",
       " 'Sunny Dada 2: Sob heart amk dile hbe... ajke to bor er jonno kichu rakh...\\n',\n",
       " 'Di 2: Tmk sob kothay dilam\\n',\n",
       " 'Di 2: Ami to sobai kei vag vah kore diyechi\\n',\n",
       " 'Sunny Dada 2: Amkei to 2to diye dili...😉😉\\n',\n",
       " 'Di 2: Dhuss\\n',\n",
       " 'Sunny Dada 2: Kota ache tor ache..\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Dadabhai: Cake cutting r video ki karor kache ache?\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Dadabhai: Bari kotay dhukli?\\n',\n",
       " 'Diya didi: 30 mnts hy geche\\n',\n",
       " 'Dadabhai: Okay👌🏻👌🏻\\n',\n",
       " 'Diva: This message was deleted\\n',\n",
       " 'Misti Pisi: Darun pic gulo hoyeche\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Saibal Da: Possibly last living image of the legend\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻😓😓\\n',\n",
       " 'Diya didi: https://fb.watch/b2iRy8tyv6/\\n',\n",
       " 'Saibal Da: প্রোপোজ ডে***\\n\\nগোলাপের বদলে জ্যান্ত আরশোলা দিয়ে প্রোপোজ করুন\\nলাফিয়ে আপনার কোলে না উঠলে\\nআমার নামে আরশোলা পুষুন ।\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Sakalya: 😂\\n',\n",
       " 'Misti Pisi: 😭\\n',\n",
       " 'Diva: জ্যান্ত আরশোলা ধরার ক্ষমতা রাখুন তারপর প্রপোজ করুন\\n',\n",
       " 'Saibal Da: I will be assisted  Haridas Mitra.\\n',\n",
       " 'Diva: This message was deleted\\n',\n",
       " 'Dadabhai: Choto dadai🤭\\n',\n",
       " 'Diva: Ha bollo sobai🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Diva: Ami bhule gchilam\\n',\n",
       " 'Dadabhai: Bjhte prchi🤭🤭\\n',\n",
       " 'Dadabhai: https://fb.watch/b4qJKl6vAQ/\\n',\n",
       " 'Baba: 👌👌\\n',\n",
       " 'Dadabhai: 🤭\\n',\n",
       " 'Misti Pisi: 👍\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Saibal Da: ।। বিশুর ভ্যালেন্টাইন ডে ।।\\n\\nবিশু মরে ভূত হয়েছে\\nমাত্র কয়েক মাস,\\nতেঁতুল গাছের একটি ডালে\\nকরছে বসবাস।\\n\\nআচমকা এক পেত্নী এসে\\nবসলো পাশের ডালে,\\nসরু সরু ঠ্যাঙগুলি তার\\nদুলছে হাওয়ার তালে ।\\n\\nকেমন চেনা গন্ধ যেন\\nলাগছে এসে নাকে!\\nবিশু হঠাৎ চমকে ওঠে\\nদেখছে  সে এ কাকে!  \\n\\nযার ভয়ে সে ক\\'দিন আগে\\nদিল গলায় ফাঁস,\\nসে বউ কিনা হঠাৎ হাজির\\nএ কি সর্বনাশ!\\n\\nমুখরা বউ দিনরাত্তির \\nকরতো ঝগড়াঝাঁটি,\\nবিশুর বেঁচে থাকাটাকেই\\nকরেছিল মাটি।\\n\\nসেই পত্নীই পেত্নী হয়ে\\nএল আবার ফিরে,\\nভূত হয়েও কি অশান্তিটা\\nথাকবে তাকে ঘিরে!\\n\\nখোনা গলায় পেত্নী হেসে\\nবলে , \" হতচ্ছাড়া,\\nআমায় ফেলে থাকবি একা\\nমজা দেখাই দাঁড়া!\"\\n \\nএই না বলে টুকুস করে\\nদিল একটি কিস,\\nবললো, \"আগের ঝগড়াঝাঁটি\\nসব হল ডিসমিস।\\n\\nএবার থেকে তোর কাঁধটায়\\nকরবো অবস্থান,\\nআমিও গলায় দড়ি দিলুম\\nভাঙাতে তোর মান।\\n\\nমিনসে আমার করিস নে রাগ\\nক্ষমা করে দে,\\nচল না  দু\\'জন পালন করি\\nভ্যালেন্টাইন ডে!\"\\n\\n✍️ কাকলী ভট্টাচার্য্য\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: Pouche gechi anekhon\\n',\n",
       " \"Diva: Mitra's thik ache?\\n\",\n",
       " 'Maa: Yes\\n',\n",
       " 'Maa: Amrao pouche gechi\\n',\n",
       " 'Diva: Khaise\\n',\n",
       " 'Di 2: None of ours\\n',\n",
       " 'Diya didi: 🤣🤣🤣\\n',\n",
       " 'Diya didi: @918013972219 ki?\\n',\n",
       " 'Diva: Na go\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Mukh ta dekh😂😂\\n',\n",
       " 'Maa: Ki baje lagche🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: 😒\\n',\n",
       " 'Misti Pisi: Pic gulo darun sob theke gullo buror pic gulo darun\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻😇\\n',\n",
       " 'Baba: গেঁদু \"রোজ ডে\"তে বৌকে লাক্স সাবান এনে দিলো।\\n\\nগিন্নী- সাবান কেন? আজকে তো \"রোজ ডে\"!\\n\\nগেঁদু- তোমাকে আমি কি একটা গোলাপ দিতে পারি? তাইতো হাজারো গোলাপের সুগন্ধে ভরা লাক্স সাবান দিলাম।\\n\\nগিন্নী- (গদগদ হয়ে) \"ওগো, রোদ থেকে এত ক্লান্ত হয়ে এসেছ, বসো তোমাকে লেবুর শরবত করে দিচ্ছি\"\\n\\nকিছুক্ষণ পর,,,,,\\n\\nগেঁদু- ও বৌ, এটা কি শরবত? গলাটা মনে হয় জ্বলে গেল!\\n\\nগিন্নী- তুমি আমার একমাত্র প্রাণপ্রিয় স্বামী, তোমাকে আমি একটা লেবু দিয়ে শরবত বানিয়ে দিতে পারি⁉️\\nতাই তো ভিম বার দিয়ে শরবত করে দিলাম, কারণ এতে আছে হাজারো লেবুর শক্তি!!🤪\\n\\nবৌ রকস্, গেঁদু শকস্‼️\\n😁😂🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😜😜😜\\n',\n",
       " 'Misti Pisi: Tahole Rony gedu ar bristi gedur bou\\n',\n",
       " 'Dadabhai: Ei re!!😅😅😅\\n',\n",
       " 'Diva: Na na Rony stti karer golap dieche mistimasi\\n',\n",
       " 'Misti Pisi: Very good\\n',\n",
       " 'Dadabhai: Eta ekdum vuo khobor..j paper e chapieche seta ekdum vuo paper..🤭🤭😏😏\\n',\n",
       " 'Diva: Toke dekhei bojha jae tui nischoi dibi...koto bhalo chele tui...bhul khobor hotei pare na\\n',\n",
       " 'Dadabhai: Chaat masala khawano chlche..dkhte pcchi😏😏\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Diya didi: https://fb.watch/bbHx9-LVIl/\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤭🤭😅😅🤩🤩🤩😇😇👌🏻👌🏻\\n',\n",
       " 'Diva: Joghonno\\n',\n",
       " 'Sakalya: 😂😂✨✨✨\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: 😁😁\\n',\n",
       " 'Diya didi: Amk vloi cute lagche🌚🤭\\n',\n",
       " 'Dadabhai: Dats true😁😁😁😘😘😘😇😇\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: Ar ami pechoner oi forest ta theke direct beriechi🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: Adi manob🌝\\n',\n",
       " 'Dadabhai: Corrct..take jama pant porale jeta lagbe..seta😝😝😝\\n',\n",
       " 'Diya didi: Eskimo 🤣🤣\\n',\n",
       " 'Diva: Ta thik\\n',\n",
       " 'Diva: Rony ki Saibal dar pant porechili\\n',\n",
       " 'Dadabhai: Seta ekhn bola ta vari muskil😅😅😅\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Diya didi: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Misti Pisi: Super\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830079775 ❤️\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤩🤩🥰🥰\\n',\n",
       " 'Diya didi: Thanks @918337054357\\n',\n",
       " 'Diya didi: ❤️\\n',\n",
       " 'Dadabhai: ❤️\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830887243\\n',\n",
       " 'Sakalya: 😊❤️❤️\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919062385188\\n',\n",
       " 'Diya didi: Thanks #@918337063258\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830874791\\n',\n",
       " 'Di 2: ❤️❤️❤️❤️❤️\\n',\n",
       " 'Saibal Da: Wishing you a very very happy birthday Diya rani. May this day comes back to your life for many years more.\\n',\n",
       " 'Diya didi: Thanks @919748074005\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919903461947\\n',\n",
       " 'Sunny Dada 2: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @918013972219\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝\\n',\n",
       " 'Sakalya: 🤣\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭\\n',\n",
       " 'Misti Pisi: 👍👍\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 😡😡😡😡\\n',\n",
       " 'Baba: 😡😡🤦🏻\\u200d♂️🤦🏻\\u200d♂️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: দীর্ঘদিনের অসুস্থ স্বামীকে তার স্ত্রী বলে - \"একবার পশু চিকিৎসকের কাছে যাও,, নাহলে রোগ সারবে না।।\" \\n\\nস্বামী - \"কেনো ??\"\\n\\nস্ত্রী - \"সকালে মুরগির মতো তাড়াতাড়ি উঠে পড়ো।।\" \\n\\n--\" তারপর ঘোড়ার মতো ছুটে Duty চলে যাও।।\" \\n\\n--\"অফিসে গাধার মতো সারাদিন পরিশ্রম করো।।\"\\n\\n-- \"শিয়ালের মতো এক টেবিল থেকে অন্য টেবিলে ইনফরমেশন শেয়ার করো।।\"\\n\\n--\" বাঁদরের মতো সিনিয়র অফিসারের  ইশারায় নাচতে থাকো।।\" \\n\\n--\\' বাড়িতে ফিরে ছেলেমেয়ের উপর কুকুরের মতো ঘেউ ঘেউ করো।।\" \\n\\n--\" একমুঠো মুখে গুঁজে ,, মোষের মতো নাক ডেকে ঘুমিয়ে পড়ো।।\" \\n\\n--\"মানুষের কোনো চিহ্ন নেই তোমার মধ্যে,, সুতরাং ,,মানুষের ডাক্তার দেখিয়ে কোনো কাজ হবে না।।\"\\n\\n😛😛\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Dadabhai: 🤣🤣😝😝😝\\n',\n",
       " 'Sakalya: 😂😂🤣\\n',\n",
       " 'Diva: Amra anek bhebe bujhte parchi na kiddo r mathar gondogol ta ktha theke elo....ajk maa r mone holo j gullur ghontu r theke eseche😂😂\\n',\n",
       " 'Maa: Akdom thik\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Diva: Tmio agree korcho to\\n',\n",
       " 'Maa: Obossoi ......amiii to sob theke besi vuctovogi🤣🤣🤣🤣\\n',\n",
       " 'Maa: Khapa khepeche kano abar\\n',\n",
       " 'Diva: No reason😂😂\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Saibal Da: আজ সিনেমা দেখতে গিয়েছিলাম। \\nসিনেমার নাম *\\'হামি\\'*। \\n\\nআমার সামনে এক ভদ্রমহিলা দাঁড়িয়ে ছিলেন......., \\nতিনি কাউন্টারে বললেন ;\\n\"দাদা আমায় _*দুটো হামি দেবেন......,*_ \\n*পেছনে দেবেন* ঠিক  *মাঝামাঝি* জায়গায়\"। \\n\\n_আমি চমকে গেলাম।_   \\n\\n যাই হোক এবার আমার পালা......, \\nবললাম ;\\n\"আমাকেও দুটো হামি দেবেন\"। \\n\\nকাউন্টারের লোকটি অম্লান বদনে জিজ্ঞাসা করলো \"কোথায় দেব, *ওপরে* না *নিচে*\" ? \\n.\\n\\nআমার আর টিকিট কাটা হল না।\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 😘😘😘\\n',\n",
       " 'Pisimoni: Pskusona\\n',\n",
       " 'Misti Pisi: Khub paka hoyeche\\n',\n",
       " \"Diva: Best of luck riki for your new life...n happy journey to Mitra's\\n\",\n",
       " 'Sakalya: Thank you Diva😇\\n',\n",
       " 'Baba: রাবণের গায়ে আগুন দেওয়া হয়েছে, রাবণ ধু-ধু করে জ্বলছেন, চারিদিকে চিৎকার চেঁচামিচি••••••\\nরাবণ হঠাৎ চিৎকার করে বলে উঠলেন••••••\\n\" হারামজাদারা, তোদের বৌ \\'দের তুলে নিয়ে গেছিলাম নাকি•••••???!!!  আমি তো সীতা কে তুলে নিয়ে গেছি।।।তোরা কেন প্রত্যেক বছর গ্যাঁটের পয়সা খরচা করে আমার পেছনে আগুন লাগাস?! \"\\n\\nভীড়ের মধ্যে থেকে একজন চিৎকার করে বলে উঠলো•••••••\\n\" আমাদেরটা তুলিসনি বলেই তো প্রত্যেক বছর আগুন লাগাই••••••\"\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 😝😝🤣🤣\\n',\n",
       " 'Pisimoni: 😄😄\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Misti Pisi: Bou ra koto\\n',\n",
       " 'Misti Pisi: Bhalo\\n',\n",
       " 'Dadabhai: 😝😝🤣\\n',\n",
       " 'Dadabhai: 🤭🤭😝😝\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😮😮🤩🤩\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: Ghore dhukte dieche?\\n',\n",
       " 'Baba: Ricky r room, bed & desk\\n',\n",
       " 'Baba: Ami giye ghure esechi\\n',\n",
       " 'Dadabhai: Shabaash🤭🤭😁😁\\n',\n",
       " 'Baba: Lukiye lukiye giyechilam\\n',\n",
       " 'Dadabhai: Se toh bjhtei prchi🤭🤭\\n',\n",
       " 'Di 2: Bhaa bha\\n',\n",
       " 'Diva: Re wardrobe ta to hebby\\n',\n",
       " 'Diva: Riki kemon excitement hoche\\n',\n",
       " 'Diva: ?\\n',\n",
       " 'Sunny Dada 2: Ki kore gele.... tmkeo student vbe dhukiye nyeche.... 😀😀\\n',\n",
       " 'Dadabhai: 🤭🤭😝😝\\n',\n",
       " 'Baba: Ekdom\\n',\n",
       " 'Sunny Dada 2: Trpr abr charlo ki?\\n',\n",
       " 'Baba: Haa .....charbe na amk....amk charbe na\\n',\n",
       " 'Dadabhai: 😝😝\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: Eta ki fake news? Naki real news?\\n',\n",
       " 'Diva: 😥😥\\n',\n",
       " 'Pisimoni: Very nice\\n',\n",
       " 'Sakalya: Bhaloi hocche....\\n',\n",
       " 'Diya didi: Selfie dao dekhi\\n',\n",
       " 'Diya didi: Choturdiker ambience ta kmn dekhi\\n',\n",
       " 'Maa: 1st time nije guchiechen\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Maa: R e kaal theke okhankaar ambience video kore family te dibi\\n',\n",
       " 'Maa: Tui to heavy photographer\\n',\n",
       " 'Diya didi: Sob angle theke tule tule dibi\\n',\n",
       " 'Diya didi: Kojon aksthe akta room a??\\n',\n",
       " 'Sakalya: 🤣🤣\\n',\n",
       " 'Sakalya: 4 jon...4 no jon asheni\\n',\n",
       " 'Diya didi: Kobe asbe\\n',\n",
       " 'Sakalya: Janina seta\\n',\n",
       " 'Diva: Ei to mamar eto chinta chilo\\n',\n",
       " 'Misti Pisi: Guchhno ta darun hoyeche\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: Wow\\n',\n",
       " 'Dadabhai: Darunn\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Baba: HAPPY HOLI 2 ALL OF YOU\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: <Media omitted>\\n',\n",
       " 'Maa: Happy holi to all of you\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Di 2: Happy holi to all ❤️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Congratulations diya\\n',\n",
       " 'Maa: Bah\\n',\n",
       " 'Sakalya: Congratulations Diya didi\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Onek deri kre dili....amra onek agei dekhe felechi\\n',\n",
       " 'Di 2: Congratulations diya🎉\\n',\n",
       " 'Diya didi: Hmm tumie to manufacturer 😆😆\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Great👌\\n',\n",
       " 'Di 2: Ekjn k aj kabab khete dekhechi\\n',\n",
       " 'Diya didi: 🤔🤔\\n',\n",
       " 'Baba: R e toke to khete dekhlam\\n',\n",
       " 'Di 2: 3jn khachilo\\n',\n",
       " 'Diya didi: 🤔🤔\\n',\n",
       " 'Baba: 3 job chili\\n',\n",
       " 'Baba: Jon\\n',\n",
       " 'Diya didi: Badamtala?\\n',\n",
       " 'Di 2: Ekjn red scooty upr bose chilo\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Pisimoni: Bah\\n',\n",
       " 'Di 2: Baki 2jn dariye khachilo\\n',\n",
       " 'Baba: Bakira dariye chilo🙃😄\\n',\n",
       " 'Diya didi: 🤭🤭\\n',\n",
       " 'Baba: 😜😜\\n',\n",
       " 'Di 2: 😅😅\\n',\n",
       " 'Diya didi: To dakoni kno\\n',\n",
       " 'Di 2: Khawate distrub krte chaini\\n',\n",
       " 'Baba: Abr khorcha hbe!\\n',\n",
       " 'Diya didi: Ha tmr 🤣🤣\\n',\n",
       " 'Diya didi: Thik e bolecho\\n',\n",
       " 'Diya didi: Ei sbe ele 🤣🤣\\n',\n",
       " 'Diya didi: Ki ar drkr\\n',\n",
       " 'Baba: Haa....thik...tbe tor r bumboo r besi hoto\\n',\n",
       " 'Diya didi: Thanku so much 🤣😆\\n',\n",
       " 'Baba: Okhane pai ni to tai\\n',\n",
       " 'Di 2: 😞\\n',\n",
       " 'Diya didi: 🤣🤣🤣amrq nijerai nijeder poisai khaina to ar ki hbe\\n',\n",
       " 'Baba: Ami kintu khai\\n',\n",
       " 'Diya didi: R a pabe ar ki okhne to geche💸💸\\n',\n",
       " 'Diya didi: Ha seto khetei gechile tai to dekhecho\\n',\n",
       " 'Baba: Na re...ghurte gechilam\\n',\n",
       " 'Diya didi: Ooo ghurte gele ki haoya lage nki 🤣🤣\\n',\n",
       " 'Diya didi: 💸💸lage na?\\n',\n",
       " 'Di 2: Eto dur elo kintu amdr bari elo na😞😞\\n',\n",
       " 'Diya didi: Abar tmader khorcha hbe\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " 'Saibal Da: WOW!\\n',\n",
       " 'Diya didi: 😇\\n',\n",
       " 'Sunny Dada 2: Wow... kobe chorabi.....??\\n',\n",
       " 'Diya didi: Are ruko vaii\\n',\n",
       " 'Diya didi: Sabarr Karo\\n',\n",
       " 'Dadabhai: Besi sabar krle dkhbi amrai scooty ta nie gayab..🙂🙂😝😝😝😝\\n',\n",
       " 'Diya didi: Ha jaona kothay ar jbe 🤣\\n',\n",
       " 'Dadabhai: Scooty ta nie jotodur jaoa jay..🤣🤣\\n',\n",
       " 'Diya didi: Chabi chara kotodur 🤣\\n',\n",
       " 'Sunny Dada 2: Scooty chorar jonno line dao sobai....😀😀\\n',\n",
       " 'Sunny Dada 2: 1 no. Et ami patlam\\n',\n",
       " 'Di 2: 1no ta ami\\n',\n",
       " 'Di 2: Kal rat ei bole rekhechi\\n',\n",
       " 'Di 2: Tumi pichone acho\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: Kar pichone...🤔🤔🤔\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭🤭🤭 amr\\n',\n",
       " 'Diya didi: Scooty na audi bojha jcchena 🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 😓😓\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Sakalya: 🤣🤣🤣🤣\\n',\n",
       " 'Di 2: ৩৩ বছর যে এই প্রথম তিনি মা কে নিজের হাত এ খেতে দিলেন\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Maa: Wow great\\n',\n",
       " 'Dadabhai: Padma shri ekhuni tule deoa hok enar hathe🤩🤩😝😝😝🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: Grt job Saibalda\\n',\n",
       " 'Misti Pisi: Bouar Saba kora khub purnir darun puro history\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭🤭\\n',\n",
       " 'Dadabhai: 🤭🤔\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " \"Diva: Let's go\\n\",\n",
       " 'Sunny Dada 2: Kothay\\n',\n",
       " 'Diva: Sobai boluk\\n',\n",
       " 'Baba: K bolbe r ki ba bolbe.....tora bol\\n',\n",
       " 'Diva: Ekta kothao jai...mane saradin ba bikele\\n',\n",
       " 'Diya didi: Sobai suggetions dik\\n',\n",
       " 'Sunny Dada 2: Kobe\\n',\n",
       " 'Saibal Da: জয় বাবা ফেসবুকেশ্বর \\n********************\\n🤓\\n ক্লাস চলছে বল্টু তার মধ্যে তার ফেসবুক এ্যাকাউন্ট খুলে পোস্ট করলো - এখন ক্লাস চলছে তার মধ্যে আমি ফেসবুক করছি।  \\n   সঙ্গে সঙ্গেই ক্লাসের টিচার (যিনি নিজেও ফেসবুক ঘাঁটছিলেন) বল্টুর পোস্টে কমেন্ট করলেন এখুনি ক্লাস থেকে বেড়িয়ে যাও। \\n  এদিকে স্কুলের হেড মাষ্টার যিনিও নিজের অফিস ঘরে বসে ফেসবুক করছিলেন টিচার এর কমেন্টে লাইক দিলেন। \\n  বল্টুর বন্ধুরা যারা স্কুলে না এসে চা এর ঠেকে আড্ডা দিচ্ছিল তারা কমেন্ট দিল-চলে আয় ঠেকে আমরা সবাই তোর অপেক্ষায়। \\n  এদিকে বল্টুর মা এতক্ষণ চুপচাপ বল্টুর কীর্তি কলাপ ফেসবুকে দেখেছিলেন তিনি কমেন্ট করলেন-বদমাশ ছেলে ক্লাস থেকে যখন তোকে বারই করে দিয়েছে তখন বাজার করে বাড়ি আয় তারপর তোর ব্যবস্থা করছি। \\n  বল্টুর বাবা কমেন্ট করলেন - দেখ গিন্নি ছেলের কীর্তি কলাপ আজ বাড়ি ফিরুক এমন শিক্ষা দেব যে সারা জীবন মনে রাখবে। \\n  এরমধ্যে বল্টুর গার্লফ্রেন্ড কমেন্ট করলো - মিথ্যুক কোথাকারের আমায় যে বললে ঠাকুমা মৃত্যু শয্যায় আই সি এউ তে ভর্তি তাই দেখা করতে আসতে পারবে না। \\nএখানেই শেষ নয় এবারের কমেন্টটাই সব চাইতে মারাত্মক। ঠাকুমা কমেন্ট লিখলেন - হতভাগা ছেলে আমি বহাল তবিয়তে ঘরে আর তুই আমাকে মারতে চাইছিস আজ ঘরে আয় আজ তোকে পিটিয়ে আই সি ইউ তে ভর্তি করবো।\\n😂😂😂🤪🤪🤪🤪\\n(Collected)\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: 😀😀\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 😝😝😝\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diya didi: 😆\\n',\n",
       " 'Dadabhai: 🤣🤣\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Diya didi: শুভ নববর্ষ এর শুভ কামনা সকল কে😊১৪২৯ ভালো কাটুক সকলের😇বড়দের জানাই সদ্রদ্ধ প্রণাম 🙏ছোটদের জন্য আন্তরিক ভালোবাসা💖\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: শুভ নববর্ষ ১৪২৯ 🎉🕎🕉️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Sakalya: শুভ নববর্ষ ✨✨\\nসবাই আমার শুভ নববর্ষের প্রণাম নিও 🙏🏻🙏🏻\\n',\n",
       " 'Sakalya: https://instagram.com/vit_bengalis/live/17891969036609344?igshid=YmMyMTA2M2Y\\n',\n",
       " 'Sakalya: Amader bengali new year celebration er live link\\n',\n",
       " 'Sakalya: Dekhte pabe sobai\\n',\n",
       " 'Sunny Dada 2: Akhono start hye ni program 😌😌\\n',\n",
       " 'Sakalya: Hoe gache go\\n',\n",
       " 'Sunny Dada 2: Ki ses hye geche🤔🤔\\n',\n",
       " 'Sakalya: Na suru hoe gache\\n',\n",
       " 'Maa: Dekhtei to parchina\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Kemon chilo khabar ta\\n',\n",
       " 'Sakalya: Darun go🤩\\n',\n",
       " 'Diva: 👍\\n',\n",
       " 'Misti Pisi: Bumper khawa\\n',\n",
       " 'Sakalya: Haa go🌝\\n',\n",
       " 'Saibal Da: আপনি_জানেন_কি?\\n১. দিনে গড়ে একজন মানুষ ১৪ বার পাদ দেয়।\\n২. পাদের গতিবেগ - ৭ মাইল / ঘন্টা।\\n৩. গড়ে মানুষ দিনে আধা (১/২) লিটার পাদের গ্যাস তৈরি করে।\\n৪. ঠিক বের হয়ে আসার মুহুর্তে পাদের তাপমাত্রা সাধারণত ৯৮.৬ ডিগ্রি বা ইংরেজিতে 98.6° হয়ে থাকে। বেরোনোর পর ঠান্ডা হয়ে যায় Joules-Thompson fall (effect)-য়ে। সরু ফুটো দিয়ে বেরিয়ে sudden expansion-র কারণে ।\\n৫. একজন ব্যক্তি যদি ৬ বছর ৯ মাস একটানা পাদে, তবে তা একটি পারমাণবিক বোমার সমতুল্য শক্তির গ্যাস উৎপাদন হবে।হিরোসিমা আর নাগাসাকিতে নিজের তৈরি বোমা ফেলে দেখবেন নাকি একবার? 🤭🤭\\n৬. পুরুষ আর মহিলা সমান তালে পাদতে পারে। তবে পুরুষ এ ব্যাপারে মহিলাদের চেয়ে গর্বিত থাকে..🤐🤐🤐\\n৭. পাদ ধরে রাখা আপনার স্বাস্থ্যের জন্য খারাপ হতে পারে। ১ টি পাদ দেয়া মানে ১ টি সম্ভাব্য স্ট্রোক থেকে নিস্তার পাওয়া।তাই বেশি বেশি পাদুন।\\n৮. পাদ হল দাহ্য বা ইংরেজিতে Flammable.\\n৯. মানুষ মৃত্যুর পরেও পাদে। মৃত্যু পর ৩ ঘন্টা পর্যন্ত, পরিপাক নালীর উভয় প্রান্ত থেকে অবিরত গ্যাস বের হয়।\\n\\n*পাদ সম্পর্কে অনেক তথ্য আপনি ইতিমধ্যে জানলেন\\n\\nএবার নিজে পাদুন\\nঅপরকে পাদ দেয়ার জন্য উৎসাহী করুন। 😁\\n',\n",
       " 'Maa: 👍🏻👍🏻👍🏻💃🏼💃🏼💃🏼\\n',\n",
       " 'Misti Pisi: Das Babu apnio\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: Table tennis er jonno aj pechi eta😇\\n',\n",
       " 'Dadabhai: Shabaash!!👌🏻👌🏻😁😁🤩🤩🥳🥳🥳\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: 😇😇\\n',\n",
       " 'Diva: Congrats riki\\n',\n",
       " 'Sakalya: Thank you\\n',\n",
       " 'Dadabhai: 👏🏻👏🏻👌🏻👌🏻👌🏻\\n',\n",
       " 'Baba: Congrats Pusai👌👌\\n',\n",
       " 'Pisimoni: Congrats👌👌\\n',\n",
       " 'Sakalya: Thank you 😇😇\\n',\n",
       " 'Misti Pisi: Congrats Ricky\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Sakalya: Thank you😇\\n',\n",
       " 'Di 2: Congratulations🎉\\n',\n",
       " 'Sakalya: Thank you😇\\n',\n",
       " 'Baba: জাদুঘরে ৫ মিনিট ধরে ঘুরতে ঘুরতে ক্লান্ত হয়ে একটা চেয়ারে বসে পড়ল ২০২১-২২ সালে ৯৯.৯৯℅ নাম্বার পেয়ে উচ্চ-মাধ্যমিক পাশ করা পল্টু।\\n\\nছুটে এলেন জাদুঘরের কর্মীরা: \"আরে, করছেন কি??!! এটা সিরাজউদ্দৌলার চেয়ার, এটাতে বসা নিষেধ\"।\\n\\nপল্টু : \"একটু বসতে দিন, উনি এলেই আমি উঠে যাব\"।\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: 🤭🤭🤭\\n',\n",
       " 'Baba: 👌👌\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😅😅😅\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: 😂😂😂😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Saibal Da: বউ এর অত্যাচারে সংসারে বীতশ্রদ্ধ হয়েই শ্রীচৈতন্যদেব \"HORRIBLE HORRIBLE\" বলতে বলতে গৃহত্যাগ করেছিলেন! আর লোকে বলে উনি \"হরিবোল হরিবোল\" বলতে বলতে....!\\n\\nএটা অনেকটা গান্ধীর \"হা রাম\" বলে মরে যাওয়ার মতো। শেষের \"জাদা\" আর উচ্চারণ করতে পারেননি, তার আগেই.....\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Baba: 🤣🤣\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Saibal Da: \"হাগা\" বা \"গু\" ব\\u200d্যপারটা কেমন যেন ইয়ে মত ব\\u200d্যাকডেটেড, আনস্মার্ট, ডার্টি ডার্টি। সেই তুলনায় \"পটি\\' অনেক বেশি আপডেটেড, স্মার্ট, আর অতটাও ডার্টি না (অন্তত যারা হাগা না বলে পটি বলে তাদের তাই ধারণা)। হাগা/গু শুনলেই মনে হয় ভড়াৎ করে বেরিয়ে আসে, পাছুর দুই গোলার্ধে মাখামাখি হয়ে যায় একটা অসভ্য নোংরা ব\\u200d্যাপার, সেই তুলনায় পটি অনেক বেশি টু দি পয়েন্ট, টুপ করে খসে পড়ে কমোডের জলে ডুব দেয় - বেশ জলপরী জলপরী ফিলিং আসে।  এখন তো \"পটি\" কথাটাও একটু সেকেলে, মার্কেটে \"পুপ\" কথাটা বেশ চালু হয়েছে। 😜😝😜😝\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Pisimoni: Ekdombaje katha\\n',\n",
       " 'Diva: Tahole chele k পুপ sekhabo\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Baba: Etai thik hbe\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: Happy Birthday Chordivai🎂🎂\\n',\n",
       " 'Pisimoni: Thank you\\n',\n",
       " 'Diva: Happy birthday masimoni...many many happy returns of d day🎉🎉\\n',\n",
       " 'Diya didi: Happy Birthday to you @919903461947 🎉🎂🥳\\n',\n",
       " 'Pisimoni: Thank you\\n',\n",
       " 'Pisimoni: Thank you🌹\\n',\n",
       " 'Saibal Da: \" মরিতে চাহি না আমি সুন্দর ভুবনে,\\nমানবের মাঝে আমি বাঁচিবারে চাই।\\nএই সূর্যকরে এই পুষ্পিত কাননে\\nজীবন্ত হৃদয়-মাঝে যদি স্থান পাই।\\nধরায় প্রাণের খেলা চিরতরঙ্গিত,\\nবিরহ মিলন কত হাসি- অশ্রু-ময়,\\nমানবের সুখে দুঃখে গাঁথিয়া সংগীত\\nযদি গো রচিতে পারি অমর-আলয়।\\nতা যদি না পারি তবে বাঁচি যত কাল\\nতোমাদেরি মাঝখানে লভি যেন ঠাঁই,\\nতোমরা তুলিবে বলে সকাল বিকাল\\nনব নব সংগীতের কুসুম ফুটাই।\\nহাসিমুখে নিয়ো ফুল, তার পরে হায়\\nফেলে দিয়ো ফুল, যদি সে ফুল শুকায়।\" \\n🙏🙏🙏\\n',\n",
       " 'Saibal Da: 👆কবি প্রনাম।\\n',\n",
       " 'Maa: https://fb.watch/cVRZ2nQ4O0/\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diva: Dekhte pabe na die labh nei...net ses kore dieche😂😂😂\\n',\n",
       " 'Saibal Da: Ektu recharge kore de please ... naki ami kore debo?\\n',\n",
       " 'Diva: Ekhn o balance ses hoy ni...recharge kore ki korbe...dekhchi ami top-up mere debo tahole😀😀\\n',\n",
       " 'Pisimoni: Happy marrage life\\n',\n",
       " 'Saibal Da: Marriage life noy .. married life ... ki dorkar ...\\n',\n",
       " 'Diva: Kontar ki dorkar...pls clarify\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣😘😘😘😘\\n',\n",
       " 'Sakalya: 😂😂😂😂🥰🥰\\n',\n",
       " 'Diya didi: Eki 🤣\\n',\n",
       " 'Saibal Da: আমার একদম প্রথম থেকেই মনে হতো ....😢\\n',\n",
       " 'Di 2: Kilbil korche🤣🤣🤣\\n',\n",
       " 'Diva: Tomader kripay r ki\\n',\n",
       " 'Diva: 😂😂ajk saradin ei kore gche...khali bolche gaan ta koro r uni ei korchen\\n',\n",
       " 'Baba: Puro talli🤪🤪\\n',\n",
       " 'Diya didi: Eki kno 🤣🤣\\n',\n",
       " 'Diva: K jane\\n',\n",
       " 'Diva: Etai or nach😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 😂😂\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: 😡😡😡😡\\n',\n",
       " 'Diya didi: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " ...]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "messages = re.split(pattern,data)\n",
    "messages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a5a1e39e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Messages and calls are end-to-end encrypted. No one outside of this chat, not even WhatsApp, can read or listen to them. Tap to learn more.\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Nirmal Piso: This message was deleted\\n',\n",
       " 'Di 2: Gd mrng\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Nirmal Piso: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Kno?\\n',\n",
       " 'Di 2: Ki kni\\n',\n",
       " 'Di 2: Kno\\n',\n",
       " 'Di 2: Tumi vule gale ricky ki bolechilo\\n',\n",
       " 'Sunny Dada 2: ??\\n',\n",
       " 'Di 2: Dhur\\n',\n",
       " 'Sunny Dada 2: Ricky r sathe dekha korte aseche?\\n',\n",
       " 'Dadabhai: Sunny da is out🤭\\n',\n",
       " 'Diva: Or bor aseni\\n',\n",
       " 'Di 2: Naaa\\n',\n",
       " 'Di 2: Ha\\n',\n",
       " 'Diya didi: Ricky r sthe dekha krte ele abar bor k anr nki🤭\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Sakalya: 😏\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😓😓\\n',\n",
       " 'Diya didi: https://www.facebook.com/profile.php?id=100075529602969\\n\\nEta amr FB new account request gele accept koris/koro\\nR jader jayni tara please link a click kore request pathiye de/dao🙏\\n',\n",
       " 'Dadabhai: Jaa..agertar ki holo?..hacked?\\n',\n",
       " 'Diya didi: Na na\\n',\n",
       " 'Diya didi: 5000 frnds hye geche tai ora restricted kore lock koreche\\n',\n",
       " 'Dadabhai: Ei sereche!😅😅\\n',\n",
       " 'Baba: @919163896428 12th e ki jachchis tui o bumboo.....confirm kor noito no lunch\\n',\n",
       " 'Diya didi: Jbo\\n',\n",
       " 'Baba: Ok\\n',\n",
       " 'Diva: Husband to wife :- Today is a fine day.\\nNext day he says :- Today is a fine day.\\nAgain next day, he says same thing - Today is a fine day.\\nFinally after a week, the wife can\\'t take it and asks her husband :- Since last one week, you are saying this \\'Today is a fine day\\'. I am fed up. What\\'s the matter?\\nHusband :- Last week when we had an argument, you said,\"I will leave you one fine day.\" I was just trying to remind you.\\n\\n😷😷😷\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😜😜😜\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Diya didi: @919830079775 @919830887243 badminton 🏸 nio\\n',\n",
       " 'Diya didi: We reached\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: Bakira pic dao\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Riki amra Africa ghurte jaini Alipore gechi...55 ta photo🤦🏻\\u200d♀️\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Toder chobi gulo dekhar por amar chobi gulo deoar joggo nei😂\\n',\n",
       " 'Diva: 😂\\n',\n",
       " 'Diya didi: Kno 🤣\\n',\n",
       " 'Di 2: 🤣🤣\\n',\n",
       " 'Diva: Konomote ekta tulechi r ki\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Dadabhai: Etakei south africa vebe ne..tar sathe omicron tao mathay chole asbe😅😅🤣🤣🤣\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Diva: 😒😒\\n',\n",
       " 'Sakalya: Diva tomqr o to 41 ta chobi...kom ki🙄🙄🙄\\n',\n",
       " 'Diva: Oo ha tai to dekhchi...ki kore eto gulo uthegelo\\n',\n",
       " 'Sakalya: 🤣🤣\\n',\n",
       " 'Maa: Toder sathe je akta hati chilo tar pic ta keu tulli na 🙄ja khub miss hoye gelo re\\n',\n",
       " 'Diya didi: 😒\\n',\n",
       " 'Diva: Oi sobar sathe mise geche se...tai r bojha jache na\\n',\n",
       " 'Maa: Re exclusive pose tai peli na miss a big miss🤣\\n',\n",
       " 'Diva: 😆\\n',\n",
       " 'Maa: Tor pola ghumay che\\n',\n",
       " 'Diva: Na ese ektu ghyan ghyan korchilo mane ghum er jnno...tarpor r ghumaeni\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Grt....\\n',\n",
       " 'Maa: Bah khuub valo\\n',\n",
       " 'Maa: Sabdhane theko kinru\\n',\n",
       " 'Dadabhai: Great news!!😃😃👌🏻👌🏻\\n',\n",
       " 'Diva: Bhalo theko meso\\n',\n",
       " 'Sakalya: Bahhh🤩\\n',\n",
       " 'Di 2: Sustho theko mesho❤️\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa\\n',\n",
       " 'Sunny Dada 2: 10 din age theke chuti debe ki na jan age....😏😏\\n',\n",
       " 'Misti Pisi: Merry Christmas everybody stay happy and enjoy the day🎅🎄⛪🎁\\n',\n",
       " 'Baba: *SAMRAT* \\n send you a surprise Message  \\n *open this* 👇👇 \\n djrbr.co/wow/?n=SAMRAT\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diva: 🤪🤪\\n',\n",
       " 'Sakalya: 🤣🤣🤣\\n',\n",
       " 'Sakalya: Merry Christmas to everyone❤️🎊🎊🎊\\n',\n",
       " 'Dadabhai: 😡😡😡\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Santa kaku\\n',\n",
       " 'Dadabhai: Puro bolda kaku lgche🤣🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: Kalker tomar pic tar theke bhalo e🤣🤣🤣\\n',\n",
       " 'Sakalya: 🤨\\n',\n",
       " 'Dadabhai: Ota toh chilo chullu khor pic🤣🤣🤣\\n',\n",
       " 'Diva: Ebaba eto boro chaton\\n',\n",
       " 'Sakalya: Tar theke kaku better😌😌\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: https://fb.watch/aciY5TkDAd/\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Dadabhai: 😮😮🥳🥳\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Dadabhai: 😝😝😝\\n',\n",
       " 'Pisimoni: Correct likhecha\\n',\n",
       " 'Misti Pisi: 😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Di 2: Tmr barir address kintu amra jani\\n',\n",
       " 'Baba: Mahamayatala r barite noi.....r ejta bari\\n',\n",
       " 'Dadabhai: Eta ki tmr oi kerala r barite hcche?🤭🤭\\n',\n",
       " 'Sakalya: মন্দার গেট হুগলি পান্ডু গ্রাম কামাপুকুর\\n\\nEi address e pouche jabo tale🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Diva: Eta ki riki r sasurbarir address?\\n',\n",
       " 'Sakalya: 🤦🏻\\u200d♂️🤣\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " 'Maa: 🤣\\n',\n",
       " 'Baba: Na Ghontu r\\n',\n",
       " 'Diva: Ghontu r sasurbarir address riki ki kore jnbe bolo...eta Riki r I hbe\\n',\n",
       " 'Baba: Na re.....riki r sasurbari r address translate kora jbe na\\n',\n",
       " 'Diva: 🥸\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Misti Pisi: Happy newyear all of my familys\\n',\n",
       " 'Di 2: ❤️❤️\\n',\n",
       " 'Diya didi: Hyni akhno\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Di 2: Happy new year to all🎉🎊🎇\\n',\n",
       " 'Sakalya: Happy new year everyone🎊🎊🎊\\n',\n",
       " 'Dadabhai: Happy new year familyy!!🥳🥳🥳🥳🥳\\n',\n",
       " 'Misti Pisi: Thank you\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Pisimoni: Happy new year\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Happy New Year! ...\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Maa: Happy new year 💖💖💖💖 to all\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Baba: https://fb.watch/9TWdCH_6cU/\\n',\n",
       " 'Diya didi: https://fb.watch/ajAr-CRQT7/\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣😝😝😝\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 😂😂eta mone hoye mima\\n',\n",
       " 'Pisimoni: Khub sundar\\n',\n",
       " 'Saibal Da: কে প্রথম কাছে এসেছি\\nকে প্রথম মাস্ক খুলেছি\\nকিছুতেই পাই না ভেবে \\nকে প্রথম জ্বরে ভুগেছি\\nতুমি \\nনা , আমি।\\n\\nহেঁচেছে কে আগে\\nকে দিয়েছে কাশি \\nসর্দির ই ধারায়\\nকে গিয়েছে ভাসি\\nকে প্রথম জ্বর লুকিয়ে\\nঘেঁষে বসেছি\\nতুমি \\nনা , আমি।\\n\\nকে প্রথম ভুল করেছি \\nস্যানিটাইজার না নিয়েই\\nদুটো হাত চেপে ধরেছি ।\\n\\nনিষেধ না মেনে\\nকে গিয়েছি ভীড়ে ,\\nজাপটে ধরেছি \\nপার্ক ষ্ট্রীট মোড়ে ,\\nকে প্রথম রোগ ছড়িয়ে\\nঅন্যের দোষ খুঁজেছি \\nতুমি \\nনা, আমি । 😷😷\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Diva: Chorache j seta to stti\\n',\n",
       " 'Diya didi: Tmra kmn acho akhn\\n',\n",
       " 'Diva: Bhalo achi\\n',\n",
       " 'Diya didi: Kiddo?🥺\\n',\n",
       " 'Diva: Kashi ache\\n',\n",
       " 'Diva: Bindas\\n',\n",
       " 'Baba: Kidoor baba??\\n',\n",
       " 'Diva: Amader 2 joner I kashi ache\\n',\n",
       " 'Diva: Otherwise ok\\n',\n",
       " 'Baba: 👍\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Dadabhai: Thank you😃😃😃\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: @919830079775 @919830874791 😍🥳\\n',\n",
       " 'Baba: @919163896428 thank you from mama & mima\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Diya didi: 😍\\n',\n",
       " 'Maa: Ei pic ta kothay pele\\n',\n",
       " 'Maa: Thank you ❣️❣️❣️❣️\\n',\n",
       " 'Baba: Thanks Roni nd Bristi\\n',\n",
       " 'Dadabhai: Bristi r post alada kre asche🤭🤭\\n',\n",
       " 'Dadabhai: 😃😃🤩🤩😁😁😁\\n',\n",
       " 'Baba: Thank you mimi....for posting this pic\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Baba: O to special tai late\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Maa: Thank you\\n',\n",
       " 'Diva: Kise kore asche\\n',\n",
       " 'Baba: Thank you Tinni & Sunny & Ghontu\\n',\n",
       " 'Dadabhai: Hete🤭\\n',\n",
       " 'Diva: Sunny r post alada kore asche kina bolte parbo na😂😂\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: R Ghontu\\n',\n",
       " 'Diva: Ghontu r tao jani na🤪🤪\\n',\n",
       " 'Diva: Se ghumie poreche apatoto\\n',\n",
       " 'Maa: Tora ato raate thanday ghumo\\n',\n",
       " 'Dadabhai: Ph. Kre gabbar singh r voice e happy anniversary bole dite bolis...taholei hbe..🤣🤣🤣🤣😝😝😝😝\\n',\n",
       " 'Diva: 👍👍\\n',\n",
       " 'Dadabhai: 🤟🏻🤟🏻🤟🏻\\n',\n",
       " 'Diva: Thanday ki korbo tahole\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: Thank you Bristi👏🏻👏🏻\\n',\n",
       " 'Di 2: ❤️❤️❤️❤️🥰\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Thank you 💕\\n',\n",
       " 'Sunny Dada 2: 1176 happy anniversary @919830079775 & @919830874791 🥳🥳🥳🥳\\n',\n",
       " 'Baba: Thank you Chordibhai\\n',\n",
       " 'Baba: Thanks Sunny\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: https://eisamay.com/west-bengal-news/kolkata-news/1176-hare-krishna-trend-explained-by-nrisingha-prasad-bhaduri/articleshow/88860074.cms\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: Amazing expression by ricky\\n',\n",
       " 'Sunny Dada 2: Eta ki?\\n',\n",
       " 'Baba: Total paglami\\n',\n",
       " 'Dadabhai: Eta \\nMirgi dance\\n',\n",
       " 'Dadabhai: *mrigi dance🤣🤣🤣\\n',\n",
       " 'Misti Pisi: Eta holo babamar anniversary dance\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: This is a 90-second video from a small country restaurant in  France , which keeps its customers entertained while they are waiting for dessert. The French restaurant “Le Petit Chef” (Little Chef) came up with an original way to entertain guests while waiting for their order by using an overhead projector on the ceiling. The animation is on the table and your plate. There is a small chef who appears on your plate. Watch what he does in the attached video ..... truly amazing,  ....................................\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=464368368652048&id=100052366673226&sfnsn=wiwspwa\\n',\n",
       " 'Dadabhai: 😮😮😮👌🏻👌🏻👌🏻\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Misti Pisi: Darun\\n',\n",
       " 'Diya didi: https://m.facebook.com/story.php?story_fbid=1621496414676876&id=100004495991202&sfnsn=wiwspwa\\n',\n",
       " 'Misti Pisi: Lovely\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Happy marriage anniversary to both of you Nirmal da and Mimidi....💓💓💓💓💓\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Happy anniversary mistimasi n meso\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Many many happy returns of the day 🥳🥳🥳🥳....@919830661503 & @919007562417\\n',\n",
       " 'Misti Pisi: Thank you every one\\n',\n",
       " 'Diva: Pouche gechi\\n',\n",
       " 'Diva: 🙏🙏\\n',\n",
       " 'Maa: Ok\\n',\n",
       " 'Diya didi: Send the pictures & videos\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: 👍👍\\n',\n",
       " 'Misti Pisi: Pic gulo darun thank you bristi\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Maa: Happy marriage anniversary to both of you Tinni and Sunny......💓💓💓💓🎁🎊🎂\\n',\n",
       " 'Diva: Thank you soo much everyone❤️❤️...eto kosto kore photo gulo khuje rakhar jnno anek dhonnobad\\n',\n",
       " 'Di 2: ❤️❤️❤️\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: Thank you spand- on\\n',\n",
       " 'Dadabhai: Span d don..😝😝😝\\n',\n",
       " 'Diva: 😒😒\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: Thank you.... @919163896428 @919830874791 @919830079775 @919903461947 @919830661503 @919007562417 @918337063258 @919830887243 @918337054357 @919748074005\\n',\n",
       " 'Diya didi: 🤣\\n',\n",
       " 'Sakalya: 😂😂😂\\n',\n",
       " 'Di 2: 🤭🤭🤭\\n',\n",
       " 'Diva: Ajk amader Tata Altroz book kora hoyeche...delivery may month e nebo hopefully 🙏🙏\\n',\n",
       " 'Baba: Good news....Ei jonnoi gola sukash\\n',\n",
       " 'Maa: Bah very good\\n',\n",
       " 'Diya didi: 😍😍\\n',\n",
       " 'Sakalya: Wow🤩\\n',\n",
       " 'Diya didi: Ab to treat banta hain😁\\n',\n",
       " 'Diva: 🤪🤪mama thak kichu bollam na\\n',\n",
       " 'Baba: Bol bol....suni\\n',\n",
       " 'Diva: Pehele ane to do...fir treat hoga\\n',\n",
       " 'Diva: Publicly bola jabe na🤭🤭\\n',\n",
       " 'Diya didi: 😉😉\\n',\n",
       " 'Baba: Amr no problem\\n',\n",
       " 'Diva: Na tmk chaap debo na...ami to tomar bhagni bolo😂😂\\n',\n",
       " 'Di 2: Congratulations\\n',\n",
       " 'Diva: Thank you\\n',\n",
       " 'Baba: Bhagni bolei to ditei parish....no problem\\n',\n",
       " 'Diva: 🙂🙂\\n',\n",
       " 'Dadabhai: Great news!!🤩🤩🤩\\n',\n",
       " 'Diva: Thank you\\n',\n",
       " 'Dadabhai: Tahole ki ebar anniversary ar gari kenar khawa..dutoi ki eksthe hbe?🤭🤭\\n',\n",
       " 'Diva: No comments\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Sunny Dada 2: Ha ekdum... gari kena r anniversary hbe....🥳🥳🥳\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: 🥳🥳🥳\\n',\n",
       " 'Baba: https://fb.watch/aOvRsrgcZS/\\n',\n",
       " 'Dadabhai: Yahooo!!🥳🥳🥳🥳🤩🤩\\n',\n",
       " 'Misti Pisi: Congrats tinni khub khushi holam\\n',\n",
       " 'Diva: Thank you mistimasi❤️❤️\\n',\n",
       " 'Pisimoni: Khub sundar\\n',\n",
       " 'Baba: 😜😜😜😜😜😜\\n*আমার হিসাব মিটিয়ে দাও*\\n\\nএকজন সুন্দরী ও সুবেশী মহিলা দৌড়োতে দৌড়োতে ডাক্তারের চেম্বারে আসলো।\\n\\nডাক্তারের ওই সুন্দরী মহিলাকে দেখামাত্রই আকৃষ্ট হলেন এবং সবার আগে ওনাকে ডাকলেন।\\n\\nডাক্তার : “বলুন আপনার কি সমস্যা?”\\n\\nসুন্দরী : “না, মানে আমার কোনও সমস্যা নেই। সমস্যা আমার স্বামীর, মনেহয় ওনার কোন মানসিক সমস্যা হচ্ছে।”\\n\\nডাক্তার : “ও আচ্ছা, আপনার গায়ে হাত দেয়, মারে নাকি দুর্ব্যবহার করে?”\\n\\nসুন্দরী : “না না, খালি ধমকায় আর বলে, *আমার হিসেব মিটিয়ে দাও* … … *আমার হিসেব মিটিয়ে দাও*…\\n\\nডাক্তার : “তো উনি কোথায়, সঙ্গে এসেছেন?”\\n\\nসুন্দরী : “আনতে পারতাম, কিন্তু আমাদের গাড়িটা খারাপ হয়ে গেছে, গ্যারাজে দিয়ে এসেছি, যদি আপনার … …” (শরীর টা একটু হেলিয়ে)\\n\\nডাক্তার : “ঠিক আছে ঠিক আছে, ড্রাইভারকে বলে দিচ্ছি। আমার গাড়িটা নিয়ে যান।”\\n\\nসুন্দরী ডাক্তারের গাড়ি নিয়ে সোজা একটি গয়নার দোকানে ঢুকলেন। একটা দশ লাখ টাকার জড়োয়ার সেট কিনে দোকানের মালিককে বললেন “আমার পার্টিতে যাওয়ার তাড়া আছে, আর আমি এতো টাকা সঙ্গেও আনিনি। একজন কাউকে সঙ্গে দিন, ডাক্তারবাবু টাকা দিয়ে দেবেন।”\\n\\nগয়নার দোকানের মালিক ভাবলেন এতগুলো টাকা আমি নিজেই যাই।\\n\\nদোকানের মালিককে গাড়িতে বসিয়ে সুন্দরী ড্রাইভারকে বললেন ওনাকে ডাক্তারবাবুর কাছে পৌঁছিয়ে দিতে। এই বলে সুন্দরী ট্যাক্সিতে করে চলে গেলেন … …।\\n\\nড্রাইভার দোকানের মালিককে চেম্বারে পৌছিয়ে বললো : “ম্যাডাম আসেননি এই সাহেবকে পাঠিয়ে দিয়েছেন।”\\n\\nসুন্দরী আসেনি দেখে ডাক্তারের মনটা কেমন যেন মুষড়ে গেল। কিন্ত সৌজন্য বজায় রেখে ওনাকে একটু অপেক্ষা করতে বললেন …\\n\\n……পরে ডেকে জিজ্ঞেস করলেন : “বলুন কেমন আছেন?”\\n\\nগয়নার দোকানের মালিক : “হ্যাঁ ডাক্তারবাবু আমি ভালো আছি।”\\n\\nডাক্তার : “তাহলে আপনার সমস্যাটা কি এবার আমাকে বলুন।”\\n\\nগয়নার দোকানের মালিক : “না না, আমার কোনও সমস্যা নেই, *আমার হিসাব মিটিয়ে দিন* \\n…...\\n…...\\nব্যাস গল্প শুরু.........\\n😜😜😜😜😜😜\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Diya didi: @918337063258 @918337054357 💍🥳\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Pisimoni: Happy marrage aniversary\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Di 2: Thank you ❤️❤️❤️\\n',\n",
       " 'Di 2: Thank you misty mashi❤️❤️\\n',\n",
       " 'Di 2: Thank you didibhai❤️❤️❤️\\n',\n",
       " 'Di 2: Thank you maa\\n',\n",
       " 'Di 2: Thank you❤😘😘😘😘😘\\n',\n",
       " 'Di 2: I love you yoo too mima.. Thank you❤\\n',\n",
       " 'Di 2: Thank you mama❤️❤️\\n',\n",
       " 'Dadabhai: Thanks diyaa😇😇\\n',\n",
       " 'Dadabhai: Thank you Mustimashii😇😇\\n',\n",
       " 'Dadabhai: Thank you didivai!!😇😇😁\\n',\n",
       " 'Dadabhai: Thank you Maa😇😇😁😁\\n',\n",
       " 'Dadabhai: Thanks mera satin😝😝😁😁😇😇\\n',\n",
       " 'Dadabhai: Thank you very much Mema!!😇😇😇\\n',\n",
       " 'Dadabhai: Thank you Mama😇😇😁😁\\n',\n",
       " 'Sunny Dada 2: Happy 1st marriage anniversary  @918337063258 @918337054357 🥳🥳🥳\\n',\n",
       " 'Di 2: Thank you jamaibabu ❤️❤️\\n',\n",
       " 'Dadabhai: Thank you Mr. Alauddin khilji..😝😝😝🤣🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: Welcome @918337054357 (amir khasru)😀😀😀\\n',\n",
       " 'Sunny Dada 2: Sob heart amk dile hbe... ajke to bor er jonno kichu rakh...\\n',\n",
       " 'Di 2: Tmk sob kothay dilam\\n',\n",
       " 'Di 2: Ami to sobai kei vag vah kore diyechi\\n',\n",
       " 'Sunny Dada 2: Amkei to 2to diye dili...😉😉\\n',\n",
       " 'Di 2: Dhuss\\n',\n",
       " 'Sunny Dada 2: Kota ache tor ache..\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Dadabhai: Cake cutting r video ki karor kache ache?\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Dadabhai: Bari kotay dhukli?\\n',\n",
       " 'Diya didi: 30 mnts hy geche\\n',\n",
       " 'Dadabhai: Okay👌🏻👌🏻\\n',\n",
       " 'Diva: This message was deleted\\n',\n",
       " 'Misti Pisi: Darun pic gulo hoyeche\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻\\n',\n",
       " 'Saibal Da: Possibly last living image of the legend\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻😓😓\\n',\n",
       " 'Diya didi: https://fb.watch/b2iRy8tyv6/\\n',\n",
       " 'Saibal Da: প্রোপোজ ডে***\\n\\nগোলাপের বদলে জ্যান্ত আরশোলা দিয়ে প্রোপোজ করুন\\nলাফিয়ে আপনার কোলে না উঠলে\\nআমার নামে আরশোলা পুষুন ।\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Sakalya: 😂\\n',\n",
       " 'Misti Pisi: 😭\\n',\n",
       " 'Diva: জ্যান্ত আরশোলা ধরার ক্ষমতা রাখুন তারপর প্রপোজ করুন\\n',\n",
       " 'Saibal Da: I will be assisted  Haridas Mitra.\\n',\n",
       " 'Diva: This message was deleted\\n',\n",
       " 'Dadabhai: Choto dadai🤭\\n',\n",
       " 'Diva: Ha bollo sobai🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Diva: Ami bhule gchilam\\n',\n",
       " 'Dadabhai: Bjhte prchi🤭🤭\\n',\n",
       " 'Dadabhai: https://fb.watch/b4qJKl6vAQ/\\n',\n",
       " 'Baba: 👌👌\\n',\n",
       " 'Dadabhai: 🤭\\n',\n",
       " 'Misti Pisi: 👍\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Saibal Da: ।। বিশুর ভ্যালেন্টাইন ডে ।।\\n\\nবিশু মরে ভূত হয়েছে\\nমাত্র কয়েক মাস,\\nতেঁতুল গাছের একটি ডালে\\nকরছে বসবাস।\\n\\nআচমকা এক পেত্নী এসে\\nবসলো পাশের ডালে,\\nসরু সরু ঠ্যাঙগুলি তার\\nদুলছে হাওয়ার তালে ।\\n\\nকেমন চেনা গন্ধ যেন\\nলাগছে এসে নাকে!\\nবিশু হঠাৎ চমকে ওঠে\\nদেখছে  সে এ কাকে!  \\n\\nযার ভয়ে সে ক\\'দিন আগে\\nদিল গলায় ফাঁস,\\nসে বউ কিনা হঠাৎ হাজির\\nএ কি সর্বনাশ!\\n\\nমুখরা বউ দিনরাত্তির \\nকরতো ঝগড়াঝাঁটি,\\nবিশুর বেঁচে থাকাটাকেই\\nকরেছিল মাটি।\\n\\nসেই পত্নীই পেত্নী হয়ে\\nএল আবার ফিরে,\\nভূত হয়েও কি অশান্তিটা\\nথাকবে তাকে ঘিরে!\\n\\nখোনা গলায় পেত্নী হেসে\\nবলে , \" হতচ্ছাড়া,\\nআমায় ফেলে থাকবি একা\\nমজা দেখাই দাঁড়া!\"\\n \\nএই না বলে টুকুস করে\\nদিল একটি কিস,\\nবললো, \"আগের ঝগড়াঝাঁটি\\nসব হল ডিসমিস।\\n\\nএবার থেকে তোর কাঁধটায়\\nকরবো অবস্থান,\\nআমিও গলায় দড়ি দিলুম\\nভাঙাতে তোর মান।\\n\\nমিনসে আমার করিস নে রাগ\\nক্ষমা করে দে,\\nচল না  দু\\'জন পালন করি\\nভ্যালেন্টাইন ডে!\"\\n\\n✍️ কাকলী ভট্টাচার্য্য\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: Pouche gechi anekhon\\n',\n",
       " \"Diva: Mitra's thik ache?\\n\",\n",
       " 'Maa: Yes\\n',\n",
       " 'Maa: Amrao pouche gechi\\n',\n",
       " 'Diva: Khaise\\n',\n",
       " 'Di 2: None of ours\\n',\n",
       " 'Diya didi: 🤣🤣🤣\\n',\n",
       " 'Diya didi: @918013972219 ki?\\n',\n",
       " 'Diva: Na go\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Mukh ta dekh😂😂\\n',\n",
       " 'Maa: Ki baje lagche🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: 😒\\n',\n",
       " 'Misti Pisi: Pic gulo darun sob theke gullo buror pic gulo darun\\n',\n",
       " 'Dadabhai: 👌🏻👌🏻😇\\n',\n",
       " 'Baba: গেঁদু \"রোজ ডে\"তে বৌকে লাক্স সাবান এনে দিলো।\\n\\nগিন্নী- সাবান কেন? আজকে তো \"রোজ ডে\"!\\n\\nগেঁদু- তোমাকে আমি কি একটা গোলাপ দিতে পারি? তাইতো হাজারো গোলাপের সুগন্ধে ভরা লাক্স সাবান দিলাম।\\n\\nগিন্নী- (গদগদ হয়ে) \"ওগো, রোদ থেকে এত ক্লান্ত হয়ে এসেছ, বসো তোমাকে লেবুর শরবত করে দিচ্ছি\"\\n\\nকিছুক্ষণ পর,,,,,\\n\\nগেঁদু- ও বৌ, এটা কি শরবত? গলাটা মনে হয় জ্বলে গেল!\\n\\nগিন্নী- তুমি আমার একমাত্র প্রাণপ্রিয় স্বামী, তোমাকে আমি একটা লেবু দিয়ে শরবত বানিয়ে দিতে পারি⁉️\\nতাই তো ভিম বার দিয়ে শরবত করে দিলাম, কারণ এতে আছে হাজারো লেবুর শক্তি!!🤪\\n\\nবৌ রকস্, গেঁদু শকস্‼️\\n😁😂🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😜😜😜\\n',\n",
       " 'Misti Pisi: Tahole Rony gedu ar bristi gedur bou\\n',\n",
       " 'Dadabhai: Ei re!!😅😅😅\\n',\n",
       " 'Diva: Na na Rony stti karer golap dieche mistimasi\\n',\n",
       " 'Misti Pisi: Very good\\n',\n",
       " 'Dadabhai: Eta ekdum vuo khobor..j paper e chapieche seta ekdum vuo paper..🤭🤭😏😏\\n',\n",
       " 'Diva: Toke dekhei bojha jae tui nischoi dibi...koto bhalo chele tui...bhul khobor hotei pare na\\n',\n",
       " 'Dadabhai: Chaat masala khawano chlche..dkhte pcchi😏😏\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Diya didi: https://fb.watch/bbHx9-LVIl/\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤭🤭😅😅🤩🤩🤩😇😇👌🏻👌🏻\\n',\n",
       " 'Diva: Joghonno\\n',\n",
       " 'Sakalya: 😂😂✨✨✨\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: 😁😁\\n',\n",
       " 'Diya didi: Amk vloi cute lagche🌚🤭\\n',\n",
       " 'Dadabhai: Dats true😁😁😁😘😘😘😇😇\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: Ar ami pechoner oi forest ta theke direct beriechi🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: Adi manob🌝\\n',\n",
       " 'Dadabhai: Corrct..take jama pant porale jeta lagbe..seta😝😝😝\\n',\n",
       " 'Diya didi: Eskimo 🤣🤣\\n',\n",
       " 'Diva: Ta thik\\n',\n",
       " 'Diva: Rony ki Saibal dar pant porechili\\n',\n",
       " 'Dadabhai: Seta ekhn bola ta vari muskil😅😅😅\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Diya didi: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Misti Pisi: Super\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830079775 ❤️\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤩🤩🥰🥰\\n',\n",
       " 'Diya didi: Thanks @918337054357\\n',\n",
       " 'Diya didi: ❤️\\n',\n",
       " 'Dadabhai: ❤️\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830887243\\n',\n",
       " 'Sakalya: 😊❤️❤️\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919062385188\\n',\n",
       " 'Diya didi: Thanks #@918337063258\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919830874791\\n',\n",
       " 'Di 2: ❤️❤️❤️❤️❤️\\n',\n",
       " 'Saibal Da: Wishing you a very very happy birthday Diya rani. May this day comes back to your life for many years more.\\n',\n",
       " 'Diya didi: Thanks @919748074005\\n',\n",
       " 'Pisimoni: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @919903461947\\n',\n",
       " 'Sunny Dada 2: <Media omitted>\\n',\n",
       " 'Diya didi: Thanks @918013972219\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝\\n',\n",
       " 'Sakalya: 🤣\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭\\n',\n",
       " 'Misti Pisi: 👍👍\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 😡😡😡😡\\n',\n",
       " 'Baba: 😡😡🤦🏻\\u200d♂️🤦🏻\\u200d♂️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: দীর্ঘদিনের অসুস্থ স্বামীকে তার স্ত্রী বলে - \"একবার পশু চিকিৎসকের কাছে যাও,, নাহলে রোগ সারবে না।।\" \\n\\nস্বামী - \"কেনো ??\"\\n\\nস্ত্রী - \"সকালে মুরগির মতো তাড়াতাড়ি উঠে পড়ো।।\" \\n\\n--\" তারপর ঘোড়ার মতো ছুটে Duty চলে যাও।।\" \\n\\n--\"অফিসে গাধার মতো সারাদিন পরিশ্রম করো।।\"\\n\\n-- \"শিয়ালের মতো এক টেবিল থেকে অন্য টেবিলে ইনফরমেশন শেয়ার করো।।\"\\n\\n--\" বাঁদরের মতো সিনিয়র অফিসারের  ইশারায় নাচতে থাকো।।\" \\n\\n--\\' বাড়িতে ফিরে ছেলেমেয়ের উপর কুকুরের মতো ঘেউ ঘেউ করো।।\" \\n\\n--\" একমুঠো মুখে গুঁজে ,, মোষের মতো নাক ডেকে ঘুমিয়ে পড়ো।।\" \\n\\n--\"মানুষের কোনো চিহ্ন নেই তোমার মধ্যে,, সুতরাং ,,মানুষের ডাক্তার দেখিয়ে কোনো কাজ হবে না।।\"\\n\\n😛😛\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Maa: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Dadabhai: 🤣🤣😝😝😝\\n',\n",
       " 'Sakalya: 😂😂🤣\\n',\n",
       " 'Diva: Amra anek bhebe bujhte parchi na kiddo r mathar gondogol ta ktha theke elo....ajk maa r mone holo j gullur ghontu r theke eseche😂😂\\n',\n",
       " 'Maa: Akdom thik\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Diva: Tmio agree korcho to\\n',\n",
       " 'Maa: Obossoi ......amiii to sob theke besi vuctovogi🤣🤣🤣🤣\\n',\n",
       " 'Maa: Khapa khepeche kano abar\\n',\n",
       " 'Diva: No reason😂😂\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Saibal Da: আজ সিনেমা দেখতে গিয়েছিলাম। \\nসিনেমার নাম *\\'হামি\\'*। \\n\\nআমার সামনে এক ভদ্রমহিলা দাঁড়িয়ে ছিলেন......., \\nতিনি কাউন্টারে বললেন ;\\n\"দাদা আমায় _*দুটো হামি দেবেন......,*_ \\n*পেছনে দেবেন* ঠিক  *মাঝামাঝি* জায়গায়\"। \\n\\n_আমি চমকে গেলাম।_   \\n\\n যাই হোক এবার আমার পালা......, \\nবললাম ;\\n\"আমাকেও দুটো হামি দেবেন\"। \\n\\nকাউন্টারের লোকটি অম্লান বদনে জিজ্ঞাসা করলো \"কোথায় দেব, *ওপরে* না *নিচে*\" ? \\n.\\n\\nআমার আর টিকিট কাটা হল না।\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 😘😘😘\\n',\n",
       " 'Pisimoni: Pskusona\\n',\n",
       " 'Misti Pisi: Khub paka hoyeche\\n',\n",
       " \"Diva: Best of luck riki for your new life...n happy journey to Mitra's\\n\",\n",
       " 'Sakalya: Thank you Diva😇\\n',\n",
       " 'Baba: রাবণের গায়ে আগুন দেওয়া হয়েছে, রাবণ ধু-ধু করে জ্বলছেন, চারিদিকে চিৎকার চেঁচামিচি••••••\\nরাবণ হঠাৎ চিৎকার করে বলে উঠলেন••••••\\n\" হারামজাদারা, তোদের বৌ \\'দের তুলে নিয়ে গেছিলাম নাকি•••••???!!!  আমি তো সীতা কে তুলে নিয়ে গেছি।।।তোরা কেন প্রত্যেক বছর গ্যাঁটের পয়সা খরচা করে আমার পেছনে আগুন লাগাস?! \"\\n\\nভীড়ের মধ্যে থেকে একজন চিৎকার করে বলে উঠলো•••••••\\n\" আমাদেরটা তুলিসনি বলেই তো প্রত্যেক বছর আগুন লাগাই••••••\"\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Dadabhai: 😝😝🤣🤣\\n',\n",
       " 'Pisimoni: 😄😄\\n',\n",
       " 'Misti Pisi: 😀😀\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Misti Pisi: Bou ra koto\\n',\n",
       " 'Misti Pisi: Bhalo\\n',\n",
       " 'Dadabhai: 😝😝🤣\\n',\n",
       " 'Dadabhai: 🤭🤭😝😝\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😮😮🤩🤩\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: Ghore dhukte dieche?\\n',\n",
       " 'Baba: Ricky r room, bed & desk\\n',\n",
       " 'Baba: Ami giye ghure esechi\\n',\n",
       " 'Dadabhai: Shabaash🤭🤭😁😁\\n',\n",
       " 'Baba: Lukiye lukiye giyechilam\\n',\n",
       " 'Dadabhai: Se toh bjhtei prchi🤭🤭\\n',\n",
       " 'Di 2: Bhaa bha\\n',\n",
       " 'Diva: Re wardrobe ta to hebby\\n',\n",
       " 'Diva: Riki kemon excitement hoche\\n',\n",
       " 'Diva: ?\\n',\n",
       " 'Sunny Dada 2: Ki kore gele.... tmkeo student vbe dhukiye nyeche.... 😀😀\\n',\n",
       " 'Dadabhai: 🤭🤭😝😝\\n',\n",
       " 'Baba: Ekdom\\n',\n",
       " 'Sunny Dada 2: Trpr abr charlo ki?\\n',\n",
       " 'Baba: Haa .....charbe na amk....amk charbe na\\n',\n",
       " 'Dadabhai: 😝😝\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Dadabhai: Eta ki fake news? Naki real news?\\n',\n",
       " 'Diva: 😥😥\\n',\n",
       " 'Pisimoni: Very nice\\n',\n",
       " 'Sakalya: Bhaloi hocche....\\n',\n",
       " 'Diya didi: Selfie dao dekhi\\n',\n",
       " 'Diya didi: Choturdiker ambience ta kmn dekhi\\n',\n",
       " 'Maa: 1st time nije guchiechen\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Maa: R e kaal theke okhankaar ambience video kore family te dibi\\n',\n",
       " 'Maa: Tui to heavy photographer\\n',\n",
       " 'Diya didi: Sob angle theke tule tule dibi\\n',\n",
       " 'Diya didi: Kojon aksthe akta room a??\\n',\n",
       " 'Sakalya: 🤣🤣\\n',\n",
       " 'Sakalya: 4 jon...4 no jon asheni\\n',\n",
       " 'Diya didi: Kobe asbe\\n',\n",
       " 'Sakalya: Janina seta\\n',\n",
       " 'Diva: Ei to mamar eto chinta chilo\\n',\n",
       " 'Misti Pisi: Guchhno ta darun hoyeche\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Pisimoni: Wow\\n',\n",
       " 'Dadabhai: Darunn\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Baba: HAPPY HOLI 2 ALL OF YOU\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sunny Dada 2: <Media omitted>\\n',\n",
       " 'Maa: Happy holi to all of you\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Di 2: Happy holi to all ❤️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diva: Congratulations diya\\n',\n",
       " 'Maa: Bah\\n',\n",
       " 'Sakalya: Congratulations Diya didi\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Onek deri kre dili....amra onek agei dekhe felechi\\n',\n",
       " 'Di 2: Congratulations diya🎉\\n',\n",
       " 'Diya didi: Hmm tumie to manufacturer 😆😆\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Baba: Great👌\\n',\n",
       " 'Di 2: Ekjn k aj kabab khete dekhechi\\n',\n",
       " 'Diya didi: 🤔🤔\\n',\n",
       " 'Baba: R e toke to khete dekhlam\\n',\n",
       " 'Di 2: 3jn khachilo\\n',\n",
       " 'Diya didi: 🤔🤔\\n',\n",
       " 'Baba: 3 job chili\\n',\n",
       " 'Baba: Jon\\n',\n",
       " 'Diya didi: Badamtala?\\n',\n",
       " 'Di 2: Ekjn red scooty upr bose chilo\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Pisimoni: Bah\\n',\n",
       " 'Di 2: Baki 2jn dariye khachilo\\n',\n",
       " 'Baba: Bakira dariye chilo🙃😄\\n',\n",
       " 'Diya didi: 🤭🤭\\n',\n",
       " 'Baba: 😜😜\\n',\n",
       " 'Di 2: 😅😅\\n',\n",
       " 'Diya didi: To dakoni kno\\n',\n",
       " 'Di 2: Khawate distrub krte chaini\\n',\n",
       " 'Baba: Abr khorcha hbe!\\n',\n",
       " 'Diya didi: Ha tmr 🤣🤣\\n',\n",
       " 'Diya didi: Thik e bolecho\\n',\n",
       " 'Diya didi: Ei sbe ele 🤣🤣\\n',\n",
       " 'Diya didi: Ki ar drkr\\n',\n",
       " 'Baba: Haa....thik...tbe tor r bumboo r besi hoto\\n',\n",
       " 'Diya didi: Thanku so much 🤣😆\\n',\n",
       " 'Baba: Okhane pai ni to tai\\n',\n",
       " 'Di 2: 😞\\n',\n",
       " 'Diya didi: 🤣🤣🤣amrq nijerai nijeder poisai khaina to ar ki hbe\\n',\n",
       " 'Baba: Ami kintu khai\\n',\n",
       " 'Diya didi: R a pabe ar ki okhne to geche💸💸\\n',\n",
       " 'Diya didi: Ha seto khetei gechile tai to dekhecho\\n',\n",
       " 'Baba: Na re...ghurte gechilam\\n',\n",
       " 'Diya didi: Ooo ghurte gele ki haoya lage nki 🤣🤣\\n',\n",
       " 'Diya didi: 💸💸lage na?\\n',\n",
       " 'Di 2: Eto dur elo kintu amdr bari elo na😞😞\\n',\n",
       " 'Diya didi: Abar tmader khorcha hbe\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " 'Saibal Da: WOW!\\n',\n",
       " 'Diya didi: 😇\\n',\n",
       " 'Sunny Dada 2: Wow... kobe chorabi.....??\\n',\n",
       " 'Diya didi: Are ruko vaii\\n',\n",
       " 'Diya didi: Sabarr Karo\\n',\n",
       " 'Dadabhai: Besi sabar krle dkhbi amrai scooty ta nie gayab..🙂🙂😝😝😝😝\\n',\n",
       " 'Diya didi: Ha jaona kothay ar jbe 🤣\\n',\n",
       " 'Dadabhai: Scooty ta nie jotodur jaoa jay..🤣🤣\\n',\n",
       " 'Diya didi: Chabi chara kotodur 🤣\\n',\n",
       " 'Sunny Dada 2: Scooty chorar jonno line dao sobai....😀😀\\n',\n",
       " 'Sunny Dada 2: 1 no. Et ami patlam\\n',\n",
       " 'Di 2: 1no ta ami\\n',\n",
       " 'Di 2: Kal rat ei bole rekhechi\\n',\n",
       " 'Di 2: Tumi pichone acho\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: Kar pichone...🤔🤔🤔\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭🤭🤭 amr\\n',\n",
       " 'Diya didi: Scooty na audi bojha jcchena 🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Dadabhai: 😓😓\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Sakalya: 🤣🤣🤣🤣\\n',\n",
       " 'Di 2: ৩৩ বছর যে এই প্রথম তিনি মা কে নিজের হাত এ খেতে দিলেন\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Maa: Wow great\\n',\n",
       " 'Dadabhai: Padma shri ekhuni tule deoa hok enar hathe🤩🤩😝😝😝🤣🤣🤣\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣\\n',\n",
       " 'Baba: Grt job Saibalda\\n',\n",
       " 'Misti Pisi: Bouar Saba kora khub purnir darun puro history\\n',\n",
       " 'Di 2: 🤭🤭🤭🤭🤭\\n',\n",
       " 'Dadabhai: 🤭🤔\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Di 2: 🤦🏻\\u200d♀️\\n',\n",
       " \"Diva: Let's go\\n\",\n",
       " 'Sunny Dada 2: Kothay\\n',\n",
       " 'Diva: Sobai boluk\\n',\n",
       " 'Baba: K bolbe r ki ba bolbe.....tora bol\\n',\n",
       " 'Diva: Ekta kothao jai...mane saradin ba bikele\\n',\n",
       " 'Diya didi: Sobai suggetions dik\\n',\n",
       " 'Sunny Dada 2: Kobe\\n',\n",
       " 'Saibal Da: জয় বাবা ফেসবুকেশ্বর \\n********************\\n🤓\\n ক্লাস চলছে বল্টু তার মধ্যে তার ফেসবুক এ্যাকাউন্ট খুলে পোস্ট করলো - এখন ক্লাস চলছে তার মধ্যে আমি ফেসবুক করছি।  \\n   সঙ্গে সঙ্গেই ক্লাসের টিচার (যিনি নিজেও ফেসবুক ঘাঁটছিলেন) বল্টুর পোস্টে কমেন্ট করলেন এখুনি ক্লাস থেকে বেড়িয়ে যাও। \\n  এদিকে স্কুলের হেড মাষ্টার যিনিও নিজের অফিস ঘরে বসে ফেসবুক করছিলেন টিচার এর কমেন্টে লাইক দিলেন। \\n  বল্টুর বন্ধুরা যারা স্কুলে না এসে চা এর ঠেকে আড্ডা দিচ্ছিল তারা কমেন্ট দিল-চলে আয় ঠেকে আমরা সবাই তোর অপেক্ষায়। \\n  এদিকে বল্টুর মা এতক্ষণ চুপচাপ বল্টুর কীর্তি কলাপ ফেসবুকে দেখেছিলেন তিনি কমেন্ট করলেন-বদমাশ ছেলে ক্লাস থেকে যখন তোকে বারই করে দিয়েছে তখন বাজার করে বাড়ি আয় তারপর তোর ব্যবস্থা করছি। \\n  বল্টুর বাবা কমেন্ট করলেন - দেখ গিন্নি ছেলের কীর্তি কলাপ আজ বাড়ি ফিরুক এমন শিক্ষা দেব যে সারা জীবন মনে রাখবে। \\n  এরমধ্যে বল্টুর গার্লফ্রেন্ড কমেন্ট করলো - মিথ্যুক কোথাকারের আমায় যে বললে ঠাকুমা মৃত্যু শয্যায় আই সি এউ তে ভর্তি তাই দেখা করতে আসতে পারবে না। \\nএখানেই শেষ নয় এবারের কমেন্টটাই সব চাইতে মারাত্মক। ঠাকুমা কমেন্ট লিখলেন - হতভাগা ছেলে আমি বহাল তবিয়তে ঘরে আর তুই আমাকে মারতে চাইছিস আজ ঘরে আয় আজ তোকে পিটিয়ে আই সি ইউ তে ভর্তি করবো।\\n😂😂😂🤪🤪🤪🤪\\n(Collected)\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Sunny Dada 2: 😀😀\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 😝😝😝\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diya didi: 😆\\n',\n",
       " 'Dadabhai: 🤣🤣\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Baba: 😄😄\\n',\n",
       " 'Diya didi: শুভ নববর্ষ এর শুভ কামনা সকল কে😊১৪২৯ ভালো কাটুক সকলের😇বড়দের জানাই সদ্রদ্ধ প্রণাম 🙏ছোটদের জন্য আন্তরিক ভালোবাসা💖\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Misti Pisi: শুভ নববর্ষ ১৪২৯ 🎉🕎🕉️\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Sakalya: শুভ নববর্ষ ✨✨\\nসবাই আমার শুভ নববর্ষের প্রণাম নিও 🙏🏻🙏🏻\\n',\n",
       " 'Sakalya: https://instagram.com/vit_bengalis/live/17891969036609344?igshid=YmMyMTA2M2Y\\n',\n",
       " 'Sakalya: Amader bengali new year celebration er live link\\n',\n",
       " 'Sakalya: Dekhte pabe sobai\\n',\n",
       " 'Sunny Dada 2: Akhono start hye ni program 😌😌\\n',\n",
       " 'Sakalya: Hoe gache go\\n',\n",
       " 'Sunny Dada 2: Ki ses hye geche🤔🤔\\n',\n",
       " 'Sakalya: Na suru hoe gache\\n',\n",
       " 'Maa: Dekhtei to parchina\\n',\n",
       " 'Diya didi: 🤣🤣\\n',\n",
       " 'Diya didi: <Media omitted>\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Diva: Kemon chilo khabar ta\\n',\n",
       " 'Sakalya: Darun go🤩\\n',\n",
       " 'Diva: 👍\\n',\n",
       " 'Misti Pisi: Bumper khawa\\n',\n",
       " 'Sakalya: Haa go🌝\\n',\n",
       " 'Saibal Da: আপনি_জানেন_কি?\\n১. দিনে গড়ে একজন মানুষ ১৪ বার পাদ দেয়।\\n২. পাদের গতিবেগ - ৭ মাইল / ঘন্টা।\\n৩. গড়ে মানুষ দিনে আধা (১/২) লিটার পাদের গ্যাস তৈরি করে।\\n৪. ঠিক বের হয়ে আসার মুহুর্তে পাদের তাপমাত্রা সাধারণত ৯৮.৬ ডিগ্রি বা ইংরেজিতে 98.6° হয়ে থাকে। বেরোনোর পর ঠান্ডা হয়ে যায় Joules-Thompson fall (effect)-য়ে। সরু ফুটো দিয়ে বেরিয়ে sudden expansion-র কারণে ।\\n৫. একজন ব্যক্তি যদি ৬ বছর ৯ মাস একটানা পাদে, তবে তা একটি পারমাণবিক বোমার সমতুল্য শক্তির গ্যাস উৎপাদন হবে।হিরোসিমা আর নাগাসাকিতে নিজের তৈরি বোমা ফেলে দেখবেন নাকি একবার? 🤭🤭\\n৬. পুরুষ আর মহিলা সমান তালে পাদতে পারে। তবে পুরুষ এ ব্যাপারে মহিলাদের চেয়ে গর্বিত থাকে..🤐🤐🤐\\n৭. পাদ ধরে রাখা আপনার স্বাস্থ্যের জন্য খারাপ হতে পারে। ১ টি পাদ দেয়া মানে ১ টি সম্ভাব্য স্ট্রোক থেকে নিস্তার পাওয়া।তাই বেশি বেশি পাদুন।\\n৮. পাদ হল দাহ্য বা ইংরেজিতে Flammable.\\n৯. মানুষ মৃত্যুর পরেও পাদে। মৃত্যু পর ৩ ঘন্টা পর্যন্ত, পরিপাক নালীর উভয় প্রান্ত থেকে অবিরত গ্যাস বের হয়।\\n\\n*পাদ সম্পর্কে অনেক তথ্য আপনি ইতিমধ্যে জানলেন\\n\\nএবার নিজে পাদুন\\nঅপরকে পাদ দেয়ার জন্য উৎসাহী করুন। 😁\\n',\n",
       " 'Maa: 👍🏻👍🏻👍🏻💃🏼💃🏼💃🏼\\n',\n",
       " 'Misti Pisi: Das Babu apnio\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: Table tennis er jonno aj pechi eta😇\\n',\n",
       " 'Dadabhai: Shabaash!!👌🏻👌🏻😁😁🤩🤩🥳🥳🥳\\n',\n",
       " 'Sakalya: <Media omitted>\\n',\n",
       " 'Sakalya: 😇😇\\n',\n",
       " 'Diva: Congrats riki\\n',\n",
       " 'Sakalya: Thank you\\n',\n",
       " 'Dadabhai: 👏🏻👏🏻👌🏻👌🏻👌🏻\\n',\n",
       " 'Baba: Congrats Pusai👌👌\\n',\n",
       " 'Pisimoni: Congrats👌👌\\n',\n",
       " 'Sakalya: Thank you 😇😇\\n',\n",
       " 'Misti Pisi: Congrats Ricky\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Sakalya: Thank you😇\\n',\n",
       " 'Di 2: Congratulations🎉\\n',\n",
       " 'Sakalya: Thank you😇\\n',\n",
       " 'Baba: জাদুঘরে ৫ মিনিট ধরে ঘুরতে ঘুরতে ক্লান্ত হয়ে একটা চেয়ারে বসে পড়ল ২০২১-২২ সালে ৯৯.৯৯℅ নাম্বার পেয়ে উচ্চ-মাধ্যমিক পাশ করা পল্টু।\\n\\nছুটে এলেন জাদুঘরের কর্মীরা: \"আরে, করছেন কি??!! এটা সিরাজউদ্দৌলার চেয়ার, এটাতে বসা নিষেধ\"।\\n\\nপল্টু : \"একটু বসতে দিন, উনি এলেই আমি উঠে যাব\"।\\n',\n",
       " 'Baba: This message was deleted\\n',\n",
       " 'Dadabhai: <Media omitted>\\n',\n",
       " 'Diva: 🤭🤭🤭\\n',\n",
       " 'Baba: 👌👌\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Dadabhai: 😅😅😅\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 🤣🤣\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: 😂😂😂😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Saibal Da: বউ এর অত্যাচারে সংসারে বীতশ্রদ্ধ হয়েই শ্রীচৈতন্যদেব \"HORRIBLE HORRIBLE\" বলতে বলতে গৃহত্যাগ করেছিলেন! আর লোকে বলে উনি \"হরিবোল হরিবোল\" বলতে বলতে....!\\n\\nএটা অনেকটা গান্ধীর \"হা রাম\" বলে মরে যাওয়ার মতো। শেষের \"জাদা\" আর উচ্চারণ করতে পারেননি, তার আগেই.....\\n',\n",
       " 'Dadabhai: 🤭🤭\\n',\n",
       " 'Baba: 🤣🤣\\n',\n",
       " 'Maa: <Media omitted>\\n',\n",
       " 'Saibal Da: \"হাগা\" বা \"গু\" ব\\u200d্যপারটা কেমন যেন ইয়ে মত ব\\u200d্যাকডেটেড, আনস্মার্ট, ডার্টি ডার্টি। সেই তুলনায় \"পটি\\' অনেক বেশি আপডেটেড, স্মার্ট, আর অতটাও ডার্টি না (অন্তত যারা হাগা না বলে পটি বলে তাদের তাই ধারণা)। হাগা/গু শুনলেই মনে হয় ভড়াৎ করে বেরিয়ে আসে, পাছুর দুই গোলার্ধে মাখামাখি হয়ে যায় একটা অসভ্য নোংরা ব\\u200d্যাপার, সেই তুলনায় পটি অনেক বেশি টু দি পয়েন্ট, টুপ করে খসে পড়ে কমোডের জলে ডুব দেয় - বেশ জলপরী জলপরী ফিলিং আসে।  এখন তো \"পটি\" কথাটাও একটু সেকেলে, মার্কেটে \"পুপ\" কথাটা বেশ চালু হয়েছে। 😜😝😜😝\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Maa: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Sakalya: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣😝😝😝\\n',\n",
       " 'Pisimoni: Ekdombaje katha\\n',\n",
       " 'Diva: Tahole chele k পুপ sekhabo\\n',\n",
       " 'Di 2: 🤣🤣🤣🤣🤣\\n',\n",
       " 'Baba: 😄😄😄\\n',\n",
       " 'Baba: Etai thik hbe\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Baba: Happy Birthday Chordivai🎂🎂\\n',\n",
       " 'Pisimoni: Thank you\\n',\n",
       " 'Diva: Happy birthday masimoni...many many happy returns of d day🎉🎉\\n',\n",
       " 'Diya didi: Happy Birthday to you @919903461947 🎉🎂🥳\\n',\n",
       " 'Pisimoni: Thank you\\n',\n",
       " 'Pisimoni: Thank you🌹\\n',\n",
       " 'Saibal Da: \" মরিতে চাহি না আমি সুন্দর ভুবনে,\\nমানবের মাঝে আমি বাঁচিবারে চাই।\\nএই সূর্যকরে এই পুষ্পিত কাননে\\nজীবন্ত হৃদয়-মাঝে যদি স্থান পাই।\\nধরায় প্রাণের খেলা চিরতরঙ্গিত,\\nবিরহ মিলন কত হাসি- অশ্রু-ময়,\\nমানবের সুখে দুঃখে গাঁথিয়া সংগীত\\nযদি গো রচিতে পারি অমর-আলয়।\\nতা যদি না পারি তবে বাঁচি যত কাল\\nতোমাদেরি মাঝখানে লভি যেন ঠাঁই,\\nতোমরা তুলিবে বলে সকাল বিকাল\\nনব নব সংগীতের কুসুম ফুটাই।\\nহাসিমুখে নিয়ো ফুল, তার পরে হায়\\nফেলে দিয়ো ফুল, যদি সে ফুল শুকায়।\" \\n🙏🙏🙏\\n',\n",
       " 'Saibal Da: 👆কবি প্রনাম।\\n',\n",
       " 'Maa: https://fb.watch/cVRZ2nQ4O0/\\n',\n",
       " 'Di 2: <Media omitted>\\n',\n",
       " 'Diva: Dekhte pabe na die labh nei...net ses kore dieche😂😂😂\\n',\n",
       " 'Saibal Da: Ektu recharge kore de please ... naki ami kore debo?\\n',\n",
       " 'Diva: Ekhn o balance ses hoy ni...recharge kore ki korbe...dekhchi ami top-up mere debo tahole😀😀\\n',\n",
       " 'Pisimoni: Happy marrage life\\n',\n",
       " 'Saibal Da: Marriage life noy .. married life ... ki dorkar ...\\n',\n",
       " 'Diva: Kontar ki dorkar...pls clarify\\n',\n",
       " 'Diva: 🤭🤭\\n',\n",
       " 'Diva: <Media omitted>\\n',\n",
       " 'Dadabhai: 🤣🤣🤣🤣😘😘😘😘\\n',\n",
       " 'Sakalya: 😂😂😂😂🥰🥰\\n',\n",
       " 'Diya didi: Eki 🤣\\n',\n",
       " 'Saibal Da: আমার একদম প্রথম থেকেই মনে হতো ....😢\\n',\n",
       " 'Di 2: Kilbil korche🤣🤣🤣\\n',\n",
       " 'Diva: Tomader kripay r ki\\n',\n",
       " 'Diva: 😂😂ajk saradin ei kore gche...khali bolche gaan ta koro r uni ei korchen\\n',\n",
       " 'Baba: Puro talli🤪🤪\\n',\n",
       " 'Diya didi: Eki kno 🤣🤣\\n',\n",
       " 'Diva: K jane\\n',\n",
       " 'Diva: Etai or nach😂😂\\n',\n",
       " 'Baba: <Media omitted>\\n',\n",
       " 'Diva: 😂😂\\n',\n",
       " 'Dadabhai: 🤣🤣🤣\\n',\n",
       " 'Di 2: 😡😡😡😡\\n',\n",
       " 'Diya didi: 🤣🤣🤣🤣🤣🤣\\n',\n",
       " 'Saibal Da: <Media omitted>\\n',\n",
       " ...]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We get an empty string along with all the messages. So we slice that one\n",
    "messages = re.split(pattern,data)[1:]\n",
    "messages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "93d9952d",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " '4/11/22, 06:41 - ',\n",
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       " '5/8/22, 00:54 - ',\n",
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       " '5/8/22, 06:45 - ',\n",
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       " '5/8/22, 11:02 - ',\n",
       " '5/8/22, 11:02 - ',\n",
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       " '5/11/22, 14:04 - ',\n",
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       " '5/12/22, 18:46 - ',\n",
       " '5/12/22, 18:47 - ',\n",
       " '5/12/22, 19:17 - ',\n",
       " '5/12/22, 19:41 - ',\n",
       " '5/12/22, 19:42 - ',\n",
       " '5/12/22, 19:42 - ',\n",
       " '5/12/22, 21:46 - ',\n",
       " '5/12/22, 21:47 - ',\n",
       " '5/12/22, 22:02 - ',\n",
       " '5/12/22, 22:04 - ',\n",
       " '5/12/22, 22:18 - ',\n",
       " '5/18/22, 13:19 - ',\n",
       " ...]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dates = re.findall(pattern,data)\n",
    "dates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "b7085cd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>user_message</th>\n",
       "      <th>date</th>\n",
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       "  </thead>\n",
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       "      <td>Nirmal Piso: This message was deleted\\n</td>\n",
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       "      <th>4</th>\n",
       "      <td>Di 2: Gd mrng\\n</td>\n",
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      ],
      "text/plain": [
       "                                        user_message                date\n",
       "0  Messages and calls are end-to-end encrypted. N... 2021-11-22 08:42:00\n",
       "1                            Baba: <Media omitted>\\n 2021-11-24 20:34:00\n",
       "2                            Baba: <Media omitted>\\n 2021-11-24 20:34:00\n",
       "3            Nirmal Piso: This message was deleted\\n 2021-11-25 09:42:00\n",
       "4                                    Di 2: Gd mrng\\n 2021-11-25 09:56:00"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame({'user_message': messages, 'message_date': dates})\n",
    "# convert message_date type\n",
    "df['message_date'] = pd.to_datetime(df['message_date'], format='%m/%d/%y, %H:%M - ')\n",
    "\n",
    "df.rename(columns={'message_date': 'date'}, inplace=True)\n",
    "\n",
    "df.head()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0fa022d8",
   "metadata": {},
   "source": [
    "The different datetime formats for WhatssApp chats can be found here.\n",
    "Link: https://medium.com/analytics-vidhya/dealing-with-date-time-of-different-formats-in-python-f1f973d8cdb#:~:text=Python%20date%2Ftime%20format%20directives&text=%25w%3A%20Weekday%20as%20a%20decimal,a%20zero%2Dpadded%20decimal%20number.&text=%25m%3A%20Month%20as%20a%20zero,a%20zero%2Dpadded%20decimal%20number."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "14c7e8f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1019, 2)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "315399f5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# We need to separate user names and their messages. \n",
    "users = []\n",
    "messages = []\n",
    "for message in df['user_message']:\n",
    "    entry = re.split('([\\w\\W]+?):\\s', message)\n",
    "    if entry[1:]:  # user name\n",
    "        users.append(entry[1])\n",
    "        messages.append(\" \".join(entry[2:]))\n",
    "    else:\n",
    "        users.append('group_notification')\n",
    "        messages.append(entry[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "f33451a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['user'] = users\n",
    "df['message'] = messages\n",
    "df.drop(columns=['user_message'], inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "4826c4df",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>2021-11-24 20:34:00</td>\n",
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       "      <td>&lt;Media omitted&gt;\\n</td>\n",
       "    </tr>\n",
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       "      <th>3</th>\n",
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       "      <td>Nirmal Piso</td>\n",
       "      <td>This message was deleted\\n</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
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       "      <td>Di 2</td>\n",
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      "text/plain": [
       "                 date                user  \\\n",
       "0 2021-11-22 08:42:00  group_notification   \n",
       "1 2021-11-24 20:34:00                Baba   \n",
       "2 2021-11-24 20:34:00                Baba   \n",
       "3 2021-11-25 09:42:00         Nirmal Piso   \n",
       "4 2021-11-25 09:56:00                Di 2   \n",
       "\n",
       "                                             message  \n",
       "0  Messages and calls are end-to-end encrypted. N...  \n",
       "1                                  <Media omitted>\\n  \n",
       "2                                  <Media omitted>\\n  \n",
       "3                         This message was deleted\\n  \n",
       "4                                          Gd mrng\\n  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "ff0a24ff",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['only_date'] = df['date'].dt.date\n",
    "df['year'] = df['date'].dt.year\n",
    "df['month_num'] = df['date'].dt.month\n",
    "df['month'] = df['date'].dt.month_name()\n",
    "df['day'] = df['date'].dt.day\n",
    "df['day_name'] = df['date'].dt.day_name()\n",
    "df['hour'] = df['date'].dt.hour\n",
    "df['minute'] = df['date'].dt.minute"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "849794ac",
   "metadata": {},
   "outputs": [
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       "      <td>2021-11-24</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>24</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>20</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021-11-24 20:34:00</td>\n",
       "      <td>Baba</td>\n",
       "      <td>&lt;Media omitted&gt;\\n</td>\n",
       "      <td>2021-11-24</td>\n",
       "      <td>2021</td>\n",
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       "      <td>Nirmal Piso</td>\n",
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       "      <td>2021-11-25</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
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       "      <td>42</td>\n",
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       "      <td>11</td>\n",
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       "      <td>25</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>9</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 date                user  \\\n",
       "0 2021-11-22 08:42:00  group_notification   \n",
       "1 2021-11-24 20:34:00                Baba   \n",
       "2 2021-11-24 20:34:00                Baba   \n",
       "3 2021-11-25 09:42:00         Nirmal Piso   \n",
       "4 2021-11-25 09:56:00                Di 2   \n",
       "\n",
       "                                             message   only_date  year  \\\n",
       "0  Messages and calls are end-to-end encrypted. N...  2021-11-22  2021   \n",
       "1                                  <Media omitted>\\n  2021-11-24  2021   \n",
       "2                                  <Media omitted>\\n  2021-11-24  2021   \n",
       "3                         This message was deleted\\n  2021-11-25  2021   \n",
       "4                                          Gd mrng\\n  2021-11-25  2021   \n",
       "\n",
       "   month_num     month  day   day_name  hour  minute  \n",
       "0         11  November   22     Monday     8      42  \n",
       "1         11  November   24  Wednesday    20      34  \n",
       "2         11  November   24  Wednesday    20      34  \n",
       "3         11  November   25   Thursday     9      42  \n",
       "4         11  November   25   Thursday     9      56  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "c2b02b2e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "159"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['user'] == 'Sakalya'].shape[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "b2b2377c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0       Messages and calls are end-to-end encrypted. N...\n",
       "1                                       <Media omitted>\\n\n",
       "2                                       <Media omitted>\\n\n",
       "3                              This message was deleted\\n\n",
       "4                                               Gd mrng\\n\n",
       "                              ...                        \n",
       "1014                                  Tahole tai hbe re\\n\n",
       "1015                                    <Media omitted>\\n\n",
       "1016                                              🤣🤣😝😝😝\\n\n",
       "1017                                            🤣🤣🤣🤣🤣🤣🤣\\n\n",
       "1018                                    <Media omitted>\\n\n",
       "Name: message, Length: 1019, dtype: object"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['message']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "d972adcc",
   "metadata": {},
   "outputs": [],
   "source": [
    "words =[]\n",
    "for message in df['message']:\n",
    "    words.extend(message.split())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "ebb00790",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4449"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "a152af19",
   "metadata": {},
   "outputs": [],
   "source": [
    "from urlextract import URLExtract"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "63e2b25c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['gmail.com', 'facebook.com', 'yahoo.com', 'www.wikipedia.com']"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extractor = URLExtract()\n",
    "urls = extractor.find_urls('Hellp gmail.com and facebook.com and yahoo.com and www.wikipedia.com')\n",
    "urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "44301de6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://www.facebook.com/profile.php?id=100075529602969',\n",
       " 'https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa',\n",
       " 'djrbr.co/wow/?n=SAMRAT',\n",
       " 'https://fb.watch/aciY5TkDAd/',\n",
       " 'https://fb.watch/9TWdCH_6cU/',\n",
       " 'https://fb.watch/ajAr-CRQT7/',\n",
       " 'https://eisamay.com/west-bengal-news/kolkata-news/1176-hare-krishna-trend-explained-by-nrisingha-prasad-bhaduri/articleshow/88860074.cms',\n",
       " 'https://m.facebook.com/story.php?story_fbid=464368368652048&id=100052366673226&sfnsn=wiwspwa',\n",
       " 'https://m.facebook.com/story.php?story_fbid=1621496414676876&id=100004495991202&sfnsn=wiwspwa',\n",
       " 'https://fb.watch/aOvRsrgcZS/',\n",
       " 'https://fb.watch/b2iRy8tyv6/',\n",
       " 'https://fb.watch/b4qJKl6vAQ/',\n",
       " 'https://fb.watch/bbHx9-LVIl/',\n",
       " 'https://instagram.com/vit_bengalis/live/17891969036609344?igshid=YmMyMTA2M2Y',\n",
       " 'https://fb.watch/cVRZ2nQ4O0/']"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "links =[]\n",
    "for message in df['message']:\n",
    "    links.extend(extractor.find_urls(message))\n",
    "links"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "02ea7472",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Finding busiest Users\n",
    "\n",
    "x = df['user'].value_counts().head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "04f6b209",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "3c7ee2fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "name = x.index\n",
    "count = x.values\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "c39f9ba0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([0, 1, 2, 3, 4],\n",
       " [Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, ''),\n",
       "  Text(0, 0, '')])"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.bar(name,count)\n",
    "plt.xticks(rotation=45)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "8c8a0c9f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>percent</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Diya didi</td>\n",
       "      <td>17.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Sakalya</td>\n",
       "      <td>15.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Diva</td>\n",
       "      <td>14.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Baba</td>\n",
       "      <td>13.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Dadabhai</td>\n",
       "      <td>11.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Di 2</td>\n",
       "      <td>9.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Maa</td>\n",
       "      <td>4.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Saibal Da</td>\n",
       "      <td>4.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Misti Pisi</td>\n",
       "      <td>3.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Sunny Dada 2</td>\n",
       "      <td>2.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Pisimoni</td>\n",
       "      <td>2.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Nirmal Piso</td>\n",
       "      <td>0.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>group_notification</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  name  percent\n",
       "0            Diya didi    17.47\n",
       "1              Sakalya    15.60\n",
       "2                 Diva    14.62\n",
       "3                 Baba    13.54\n",
       "4             Dadabhai    11.97\n",
       "5                 Di 2     9.32\n",
       "6                  Maa     4.71\n",
       "7            Saibal Da     4.02\n",
       "8           Misti Pisi     3.53\n",
       "9         Sunny Dada 2     2.75\n",
       "10            Pisimoni     2.16\n",
       "11         Nirmal Piso     0.20\n",
       "12  group_notification     0.10"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "round((df['user'].value_counts()/df.shape[0])*100,2).reset_index().rename(columns={'index':'name','user':'percent'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "4683d615",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Messages',\n",
       " 'and',\n",
       " 'calls',\n",
       " 'are',\n",
       " 'end-to-end',\n",
       " 'encrypted.',\n",
       " 'No',\n",
       " 'one',\n",
       " 'outside',\n",
       " 'of',\n",
       " 'this',\n",
       " 'chat,',\n",
       " 'not',\n",
       " 'even',\n",
       " 'WhatsApp,',\n",
       " 'can',\n",
       " 'read',\n",
       " 'or',\n",
       " 'listen',\n",
       " 'to',\n",
       " 'them.',\n",
       " 'Tap',\n",
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       " 'learn',\n",
       " 'more.',\n",
       " '<Media',\n",
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       " '<Media',\n",
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       " 'deleted',\n",
       " 'Gd',\n",
       " 'mrng',\n",
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       " '<Media',\n",
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       " 'Ki',\n",
       " 'kni',\n",
       " 'Kno',\n",
       " 'Tumi',\n",
       " 'vule',\n",
       " 'gale',\n",
       " 'ricky',\n",
       " 'ki',\n",
       " 'bolechilo',\n",
       " '??',\n",
       " 'Dhur',\n",
       " 'Ricky',\n",
       " 'r',\n",
       " 'sathe',\n",
       " 'dekha',\n",
       " 'korte',\n",
       " 'aseche?',\n",
       " 'Sunny',\n",
       " 'da',\n",
       " 'is',\n",
       " 'out🤭',\n",
       " 'Or',\n",
       " 'bor',\n",
       " 'aseni',\n",
       " 'Naaa',\n",
       " 'Ha',\n",
       " 'Ricky',\n",
       " 'r',\n",
       " 'sthe',\n",
       " 'dekha',\n",
       " 'krte',\n",
       " 'ele',\n",
       " 'abar',\n",
       " 'bor',\n",
       " 'k',\n",
       " 'anr',\n",
       " 'nki🤭',\n",
       " '🤣🤣',\n",
       " '😏',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '😓😓',\n",
       " 'https://www.facebook.com/profile.php?id=100075529602969',\n",
       " 'Eta',\n",
       " 'amr',\n",
       " 'FB',\n",
       " 'new',\n",
       " 'account',\n",
       " 'request',\n",
       " 'gele',\n",
       " 'accept',\n",
       " 'koris/koro',\n",
       " 'R',\n",
       " 'jader',\n",
       " 'jayni',\n",
       " 'tara',\n",
       " 'please',\n",
       " 'link',\n",
       " 'a',\n",
       " 'click',\n",
       " 'kore',\n",
       " 'request',\n",
       " 'pathiye',\n",
       " 'de/dao🙏',\n",
       " 'Jaa..agertar',\n",
       " 'ki',\n",
       " 'holo?..hacked?',\n",
       " 'Na',\n",
       " 'na',\n",
       " '5000',\n",
       " 'frnds',\n",
       " 'hye',\n",
       " 'geche',\n",
       " 'tai',\n",
       " 'ora',\n",
       " 'restricted',\n",
       " 'kore',\n",
       " 'lock',\n",
       " 'koreche',\n",
       " 'Ei',\n",
       " 'sereche!😅😅',\n",
       " '@919163896428',\n",
       " '12th',\n",
       " 'e',\n",
       " 'ki',\n",
       " 'jachchis',\n",
       " 'tui',\n",
       " 'o',\n",
       " 'bumboo.....confirm',\n",
       " 'kor',\n",
       " 'noito',\n",
       " 'no',\n",
       " 'lunch',\n",
       " 'Jbo',\n",
       " 'Ok',\n",
       " 'Husband',\n",
       " 'to',\n",
       " 'wife',\n",
       " ':-',\n",
       " 'Today',\n",
       " 'is',\n",
       " 'a',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'Next',\n",
       " 'day',\n",
       " 'he',\n",
       " 'says',\n",
       " ':-',\n",
       " 'Today',\n",
       " 'is',\n",
       " 'a',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'Again',\n",
       " 'next',\n",
       " 'day,',\n",
       " 'he',\n",
       " 'says',\n",
       " 'same',\n",
       " 'thing',\n",
       " '-',\n",
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       " 'a',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'Finally',\n",
       " 'after',\n",
       " 'a',\n",
       " 'week,',\n",
       " 'the',\n",
       " 'wife',\n",
       " \"can't\",\n",
       " 'take',\n",
       " 'it',\n",
       " 'and',\n",
       " 'asks',\n",
       " 'her',\n",
       " 'husband',\n",
       " ':-',\n",
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       " 'last',\n",
       " 'one',\n",
       " 'week,',\n",
       " 'you',\n",
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       " 'am',\n",
       " 'fed',\n",
       " 'up.',\n",
       " \"What's\",\n",
       " 'the',\n",
       " 'matter?',\n",
       " 'Husband',\n",
       " ':-',\n",
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       " 'week',\n",
       " 'when',\n",
       " 'we',\n",
       " 'had',\n",
       " 'an',\n",
       " 'argument,',\n",
       " 'you',\n",
       " 'said,\"I',\n",
       " 'will',\n",
       " 'leave',\n",
       " 'you',\n",
       " 'one',\n",
       " 'fine',\n",
       " 'day.\"',\n",
       " 'I',\n",
       " 'was',\n",
       " 'just',\n",
       " 'trying',\n",
       " 'to',\n",
       " 'remind',\n",
       " 'you.',\n",
       " '😷😷😷',\n",
       " '🤣🤣🤣',\n",
       " '🤣🤣🤣😜😜😜',\n",
       " '😄😄😄',\n",
       " '😀😀',\n",
       " '@919830079775',\n",
       " '@919830887243',\n",
       " 'badminton',\n",
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       " 'omitted>',\n",
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       " 'Riki',\n",
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       " 'Africa',\n",
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       " 'gechi...55',\n",
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       " 'photo🤦🏻\\u200d♀️',\n",
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       " '<Media',\n",
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       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '🤣🤣',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Toder',\n",
       " 'chobi',\n",
       " 'gulo',\n",
       " 'dekhar',\n",
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       " 'amar',\n",
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       " 'gulo',\n",
       " 'deoar',\n",
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       " 'nei😂',\n",
       " '😂',\n",
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       " '🤣🤣',\n",
       " 'Konomote',\n",
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       " 'r',\n",
       " 'ki',\n",
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       " 'Etakei',\n",
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       " 'africa',\n",
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       " 'sathe',\n",
       " 'omicron',\n",
       " 'tao',\n",
       " 'mathay',\n",
       " 'chole',\n",
       " 'asbe😅😅🤣🤣🤣',\n",
       " '🤣🤣',\n",
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       " 'Diva',\n",
       " 'tomqr',\n",
       " 'o',\n",
       " 'to',\n",
       " '41',\n",
       " 'ta',\n",
       " 'chobi...kom',\n",
       " 'ki🙄🙄🙄',\n",
       " 'Oo',\n",
       " 'ha',\n",
       " 'tai',\n",
       " 'to',\n",
       " 'dekhchi...ki',\n",
       " 'kore',\n",
       " 'eto',\n",
       " 'gulo',\n",
       " 'uthegelo',\n",
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       " 'Toder',\n",
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       " 'je',\n",
       " 'akta',\n",
       " 'hati',\n",
       " 'chilo',\n",
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       " 'ta',\n",
       " 'keu',\n",
       " 'tulli',\n",
       " 'na',\n",
       " '🙄ja',\n",
       " 'khub',\n",
       " 'miss',\n",
       " 'hoye',\n",
       " 'gelo',\n",
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       " '😒',\n",
       " 'Oi',\n",
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       " 'mise',\n",
       " 'geche',\n",
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       " 'miss',\n",
       " 'a',\n",
       " 'big',\n",
       " 'miss🤣',\n",
       " '😆',\n",
       " 'Tor',\n",
       " 'pola',\n",
       " 'ghumay',\n",
       " 'che',\n",
       " 'Na',\n",
       " 'ese',\n",
       " 'ektu',\n",
       " 'ghyan',\n",
       " 'ghyan',\n",
       " 'korchilo',\n",
       " 'mane',\n",
       " 'ghum',\n",
       " 'er',\n",
       " 'jnno...tarpor',\n",
       " 'r',\n",
       " 'ghumaeni',\n",
       " '<Media',\n",
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       " 'omitted>',\n",
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       " 'omitted>',\n",
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       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Grt....',\n",
       " 'Bah',\n",
       " 'khuub',\n",
       " 'valo',\n",
       " 'Sabdhane',\n",
       " 'theko',\n",
       " 'kinru',\n",
       " 'Great',\n",
       " 'news!!😃😃👌🏻👌🏻',\n",
       " 'Bhalo',\n",
       " 'theko',\n",
       " 'meso',\n",
       " 'Bahhh🤩',\n",
       " 'Sustho',\n",
       " 'theko',\n",
       " 'mesho❤️',\n",
       " 'https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa',\n",
       " '10',\n",
       " 'din',\n",
       " 'age',\n",
       " 'theke',\n",
       " 'chuti',\n",
       " 'debe',\n",
       " 'ki',\n",
       " 'na',\n",
       " 'jan',\n",
       " 'age....😏😏',\n",
       " 'Merry',\n",
       " 'Christmas',\n",
       " 'everybody',\n",
       " 'stay',\n",
       " 'happy',\n",
       " 'and',\n",
       " 'enjoy',\n",
       " 'the',\n",
       " 'day🎅🎄⛪🎁',\n",
       " '*SAMRAT*',\n",
       " 'send',\n",
       " 'you',\n",
       " 'a',\n",
       " 'surprise',\n",
       " 'Message',\n",
       " '*open',\n",
       " 'this*',\n",
       " '👇👇',\n",
       " 'djrbr.co/wow/?n=SAMRAT',\n",
       " '<Media',\n",
       " 'omitted>',\n",
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       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '🤪🤪',\n",
       " '🤣🤣🤣',\n",
       " 'Merry',\n",
       " 'Christmas',\n",
       " 'to',\n",
       " 'everyone❤️🎊🎊🎊',\n",
       " '😡😡😡',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Santa',\n",
       " 'kaku',\n",
       " 'Puro',\n",
       " 'bolda',\n",
       " 'kaku',\n",
       " 'lgche🤣🤣🤣🤣🤣',\n",
       " 'Kalker',\n",
       " 'tomar',\n",
       " 'pic',\n",
       " 'tar',\n",
       " 'theke',\n",
       " 'bhalo',\n",
       " 'e🤣🤣🤣',\n",
       " '🤨',\n",
       " 'Ota',\n",
       " 'toh',\n",
       " 'chilo',\n",
       " 'chullu',\n",
       " 'khor',\n",
       " 'pic🤣🤣🤣',\n",
       " 'Ebaba',\n",
       " 'eto',\n",
       " 'boro',\n",
       " 'chaton',\n",
       " 'Tar',\n",
       " 'theke',\n",
       " 'kaku',\n",
       " 'better😌😌',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '🤣🤣🤣🤣',\n",
       " 'https://fb.watch/aciY5TkDAd/',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '😮😮🥳🥳',\n",
       " '👌🏻👌🏻',\n",
       " '😝😝😝',\n",
       " 'Correct',\n",
       " 'likhecha',\n",
       " '😂😂',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '🤣🤣🤣🤣🤣',\n",
       " 'Tmr',\n",
       " 'barir',\n",
       " 'address',\n",
       " 'kintu',\n",
       " 'amra',\n",
       " 'jani',\n",
       " 'Mahamayatala',\n",
       " 'r',\n",
       " 'barite',\n",
       " 'noi.....r',\n",
       " 'ejta',\n",
       " 'bari',\n",
       " 'Eta',\n",
       " 'ki',\n",
       " 'tmr',\n",
       " 'oi',\n",
       " 'kerala',\n",
       " 'r',\n",
       " 'barite',\n",
       " 'hcche?🤭🤭',\n",
       " 'মন্দার',\n",
       " 'গেট',\n",
       " 'হুগলি',\n",
       " 'পান্ডু',\n",
       " 'গ্রাম',\n",
       " 'কামাপুকুর',\n",
       " 'Ei',\n",
       " 'address',\n",
       " 'e',\n",
       " 'pouche',\n",
       " 'jabo',\n",
       " 'tale🤣',\n",
       " '🤣🤣🤣🤣',\n",
       " '🤣🤣🤣🤣',\n",
       " '🤣🤣🤣🤣',\n",
       " 'Eta',\n",
       " 'ki',\n",
       " 'riki',\n",
       " 'r',\n",
       " 'sasurbarir',\n",
       " 'address?',\n",
       " '🤦🏻\\u200d♂️🤣',\n",
       " '🤦🏻\\u200d♀️',\n",
       " '🤣',\n",
       " 'Na',\n",
       " 'Ghontu',\n",
       " 'r',\n",
       " 'Ghontu',\n",
       " 'r',\n",
       " 'sasurbarir',\n",
       " 'address',\n",
       " 'riki',\n",
       " 'ki',\n",
       " 'kore',\n",
       " 'jnbe',\n",
       " 'bolo...eta',\n",
       " 'Riki',\n",
       " 'r',\n",
       " 'I',\n",
       " 'hbe',\n",
       " 'Na',\n",
       " 're.....riki',\n",
       " 'r',\n",
       " 'sasurbari',\n",
       " 'r',\n",
       " 'address',\n",
       " 'translate',\n",
       " 'kora',\n",
       " 'jbe',\n",
       " 'na',\n",
       " '🥸',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Happy',\n",
       " 'newyear',\n",
       " 'all',\n",
       " 'of',\n",
       " 'my',\n",
       " 'familys',\n",
       " '❤️❤️',\n",
       " 'Hyni',\n",
       " 'akhno',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Happy',\n",
       " 'new',\n",
       " 'year',\n",
       " 'to',\n",
       " 'all🎉🎊🎇',\n",
       " 'Happy',\n",
       " 'new',\n",
       " 'year',\n",
       " 'everyone🎊🎊🎊',\n",
       " 'Happy',\n",
       " 'new',\n",
       " 'year',\n",
       " 'familyy!!🥳🥳🥳🥳🥳',\n",
       " 'Thank',\n",
       " 'you',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Happy',\n",
       " 'new',\n",
       " 'year',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Happy',\n",
       " 'New',\n",
       " 'Year!',\n",
       " '...',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " 'Happy',\n",
       " 'new',\n",
       " 'year',\n",
       " '💖💖💖💖',\n",
       " 'to',\n",
       " 'all',\n",
       " '🤣🤣',\n",
       " 'https://fb.watch/9TWdCH_6cU/',\n",
       " 'https://fb.watch/ajAr-CRQT7/',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '🤣🤣🤣🤣😝😝😝',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '<Media',\n",
       " 'omitted>',\n",
       " '😂😂eta',\n",
       " 'mone',\n",
       " 'hoye',\n",
       " 'mima',\n",
       " 'Khub',\n",
       " 'sundar',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'কাছে',\n",
       " 'এসেছি',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'মাস্ক',\n",
       " 'খুলেছি',\n",
       " 'কিছুতেই',\n",
       " 'পাই',\n",
       " 'না',\n",
       " 'ভেবে',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'জ্বরে',\n",
       " 'ভুগেছি',\n",
       " 'তুমি',\n",
       " 'না',\n",
       " ',',\n",
       " 'আমি।',\n",
       " 'হেঁচেছে',\n",
       " 'কে',\n",
       " 'আগে',\n",
       " 'কে',\n",
       " 'দিয়েছে',\n",
       " 'কাশি',\n",
       " 'সর্দির',\n",
       " 'ই',\n",
       " 'ধারায়',\n",
       " 'কে',\n",
       " 'গিয়েছে',\n",
       " 'ভাসি',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'জ্বর',\n",
       " 'লুকিয়ে',\n",
       " 'ঘেঁষে',\n",
       " 'বসেছি',\n",
       " 'তুমি',\n",
       " 'না',\n",
       " ',',\n",
       " 'আমি।',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'ভুল',\n",
       " 'করেছি',\n",
       " 'স্যানিটাইজার',\n",
       " 'না',\n",
       " 'নিয়েই',\n",
       " 'দুটো',\n",
       " 'হাত',\n",
       " 'চেপে',\n",
       " 'ধরেছি',\n",
       " '।',\n",
       " 'নিষেধ',\n",
       " 'না',\n",
       " 'মেনে',\n",
       " 'কে',\n",
       " 'গিয়েছি',\n",
       " 'ভীড়ে',\n",
       " ',',\n",
       " 'জাপটে',\n",
       " 'ধরেছি',\n",
       " 'পার্ক',\n",
       " 'ষ্ট্রীট',\n",
       " 'মোড়ে',\n",
       " ',',\n",
       " 'কে',\n",
       " 'প্রথম',\n",
       " 'রোগ',\n",
       " 'ছড়িয়ে',\n",
       " 'অন্যের',\n",
       " 'দোষ',\n",
       " 'খুঁজেছি',\n",
       " 'তুমি',\n",
       " 'না,',\n",
       " 'আমি',\n",
       " '।',\n",
       " '😷😷',\n",
       " '🤣🤣🤣🤣🤣',\n",
       " 'Chorache',\n",
       " 'j',\n",
       " 'seta',\n",
       " 'to',\n",
       " 'stti',\n",
       " 'Tmra',\n",
       " 'kmn',\n",
       " 'acho',\n",
       " 'akhn',\n",
       " 'Bhalo',\n",
       " 'achi',\n",
       " 'Kiddo?🥺',\n",
       " 'Kashi',\n",
       " 'ache',\n",
       " ...]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# finding top 25 words used\n",
    "\n",
    "all_words = []\n",
    "\n",
    "for message in df['message']:\n",
    "    all_words.extend(message.split())\n",
    "\n",
    "all_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "53c06fc6",
   "metadata": {},
   "outputs": [],
   "source": [
    "temp = df[df['user'] != 'group_notification']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "1c03cc4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "temp = temp[temp['message'] != '<Media omitted>\\n']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "073733f5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ".\n",
      "..\n",
      "...\n",
      "?\n",
      "-\n",
      "--\n",
      "1\n",
      "2\n",
      "3\n",
      "4\n",
      "5\n",
      "6\n",
      "7\n",
      "8\n",
      "9\n",
      "0\n",
      "a\n",
      "aadi\n",
      "aaj\n",
      "aap\n",
      "aapne\n",
      "aata\n",
      "aati\n",
      "aaya\n",
      "aaye\n",
      "ab\n",
      "abbe\n",
      "abbey\n",
      "abe\n",
      "abhi\n",
      "able\n",
      "about\n",
      "above\n",
      "accha\n",
      "according\n",
      "accordingly\n",
      "acha\n",
      "achcha\n",
      "across\n",
      "actually\n",
      "after\n",
      "afterwards\n",
      "again\n",
      "against\n",
      "agar\n",
      "ain\n",
      "aint\n",
      "ain't\n",
      "aisa\n",
      "aise\n",
      "aisi\n",
      "alag\n",
      "all\n",
      "allow\n",
      "allows\n",
      "almost\n",
      "alone\n",
      "along\n",
      "already\n",
      "also\n",
      "although\n",
      "always\n",
      "am\n",
      "among\n",
      "amongst\n",
      "an\n",
      "and\n",
      "andar\n",
      "another\n",
      "any\n",
      "anybody\n",
      "anyhow\n",
      "anyone\n",
      "anything\n",
      "anyway\n",
      "anyways\n",
      "anywhere\n",
      "ap\n",
      "apan\n",
      "apart\n",
      "apna\n",
      "apnaa\n",
      "apne\n",
      "apni\n",
      "appear\n",
      "are\n",
      "aren\n",
      "arent\n",
      "aren't\n",
      "around\n",
      "arre\n",
      "as\n",
      "aside\n",
      "ask\n",
      "asking\n",
      "at\n",
      "aur\n",
      "avum\n",
      "aya\n",
      "aye\n",
      "baad\n",
      "baar\n",
      "bad\n",
      "bahut\n",
      "bana\n",
      "banae\n",
      "banai\n",
      "banao\n",
      "banaya\n",
      "banaye\n",
      "banayi\n",
      "banda\n",
      "bande\n",
      "bandi\n",
      "bane\n",
      "bani\n",
      "bas\n",
      "bata\n",
      "batao\n",
      "bc\n",
      "be\n",
      "became\n",
      "because\n",
      "become\n",
      "becomes\n",
      "becoming\n",
      "been\n",
      "before\n",
      "beforehand\n",
      "behind\n",
      "being\n",
      "below\n",
      "beside\n",
      "besides\n",
      "best\n",
      "better\n",
      "between\n",
      "beyond\n",
      "bhai\n",
      "bheetar\n",
      "bhi\n",
      "bhitar\n",
      "bht\n",
      "bilkul\n",
      "bohot\n",
      "bol\n",
      "bola\n",
      "bole\n",
      "boli\n",
      "bolo\n",
      "bolta\n",
      "bolte\n",
      "bolti\n",
      "both\n",
      "brief\n",
      "bro\n",
      "btw\n",
      "but\n",
      "by\n",
      "came\n",
      "can\n",
      "cannot\n",
      "cant\n",
      "can't\n",
      "cause\n",
      "causes\n",
      "certain\n",
      "certainly\n",
      "chahiye\n",
      "chaiye\n",
      "chal\n",
      "chalega\n",
      "chhaiye\n",
      "clearly\n",
      "c'mon\n",
      "com\n",
      "come\n",
      "comes\n",
      "could\n",
      "couldn\n",
      "couldnt\n",
      "couldn't\n",
      "d\n",
      "de\n",
      "dede\n",
      "dega\n",
      "degi\n",
      "dekh\n",
      "dekha\n",
      "dekhe\n",
      "dekhi\n",
      "dekho\n",
      "denge\n",
      "dhang\n",
      "di\n",
      "did\n",
      "didn\n",
      "didnt\n",
      "didn't\n",
      "dijiye\n",
      "diya\n",
      "diyaa\n",
      "diye\n",
      "diyo\n",
      "do\n",
      "does\n",
      "doesn\n",
      "doesnt\n",
      "doesn't\n",
      "doing\n",
      "done\n",
      "dono\n",
      "dont\n",
      "don't\n",
      "doosra\n",
      "doosre\n",
      "down\n",
      "downwards\n",
      "dude\n",
      "dunga\n",
      "dungi\n",
      "during\n",
      "dusra\n",
      "dusre\n",
      "dusri\n",
      "dvaara\n",
      "dvara\n",
      "dwaara\n",
      "dwara\n",
      "each\n",
      "edu\n",
      "eg\n",
      "eight\n",
      "either\n",
      "ek\n",
      "else\n",
      "elsewhere\n",
      "enough\n",
      "etc\n",
      "even\n",
      "ever\n",
      "every\n",
      "everybody\n",
      "everyone\n",
      "everything\n",
      "everywhere\n",
      "ex\n",
      "exactly\n",
      "example\n",
      "except\n",
      "far\n",
      "few\n",
      "fifth\n",
      "fir\n",
      "first\n",
      "five\n",
      "followed\n",
      "following\n",
      "follows\n",
      "for\n",
      "forth\n",
      "four\n",
      "from\n",
      "further\n",
      "furthermore\n",
      "gaya\n",
      "gaye\n",
      "gayi\n",
      "get\n",
      "gets\n",
      "getting\n",
      "ghar\n",
      "given\n",
      "gives\n",
      "go\n",
      "goes\n",
      "going\n",
      "gone\n",
      "good\n",
      "got\n",
      "gotten\n",
      "greetings\n",
      "guys\n",
      "haan\n",
      "had\n",
      "hadd\n",
      "hadn\n",
      "hadnt\n",
      "hadn't\n",
      "hai\n",
      "hain\n",
      "hamara\n",
      "hamare\n",
      "hamari\n",
      "hamne\n",
      "han\n",
      "happens\n",
      "har\n",
      "hardly\n",
      "has\n",
      "hasn\n",
      "hasnt\n",
      "hasn't\n",
      "have\n",
      "haven\n",
      "havent\n",
      "haven't\n",
      "having\n",
      "he\n",
      "hello\n",
      "help\n",
      "hence\n",
      "her\n",
      "here\n",
      "hereafter\n",
      "hereby\n",
      "herein\n",
      "here's\n",
      "hereupon\n",
      "hers\n",
      "herself\n",
      "he's\n",
      "hi\n",
      "him\n",
      "himself\n",
      "his\n",
      "hither\n",
      "hm\n",
      "hmm\n",
      "ho\n",
      "hoga\n",
      "hoge\n",
      "hogi\n",
      "hona\n",
      "honaa\n",
      "hone\n",
      "honge\n",
      "hongi\n",
      "honi\n",
      "hopefully\n",
      "hota\n",
      "hotaa\n",
      "hote\n",
      "hoti\n",
      "how\n",
      "howbeit\n",
      "however\n",
      "hoyenge\n",
      "hoyengi\n",
      "hu\n",
      "hua\n",
      "hue\n",
      "huh\n",
      "hui\n",
      "hum\n",
      "humein\n",
      "humne\n",
      "hun\n",
      "huye\n",
      "huyi\n",
      "i\n",
      "i'd\n",
      "idk\n",
      "ie\n",
      "if\n",
      "i'll\n",
      "i'm\n",
      "imo\n",
      "in\n",
      "inasmuch\n",
      "inc\n",
      "inhe\n",
      "inhi\n",
      "inho\n",
      "inka\n",
      "inkaa\n",
      "inke\n",
      "inki\n",
      "inn\n",
      "inner\n",
      "inse\n",
      "insofar\n",
      "into\n",
      "inward\n",
      "is\n",
      "ise\n",
      "isi\n",
      "iska\n",
      "iskaa\n",
      "iske\n",
      "iski\n",
      "isme\n",
      "isn\n",
      "isne\n",
      "isnt\n",
      "isn't\n",
      "iss\n",
      "isse\n",
      "issi\n",
      "isski\n",
      "it\n",
      "it'd\n",
      "it'll\n",
      "itna\n",
      "itne\n",
      "itni\n",
      "itno\n",
      "its\n",
      "it's\n",
      "itself\n",
      "ityaadi\n",
      "ityadi\n",
      "i've\n",
      "ja\n",
      "jaa\n",
      "jab\n",
      "jabh\n",
      "jaha\n",
      "jahaan\n",
      "jahan\n",
      "jaisa\n",
      "jaise\n",
      "jaisi\n",
      "jata\n",
      "jayega\n",
      "jidhar\n",
      "jin\n",
      "jinhe\n",
      "jinhi\n",
      "jinho\n",
      "jinhone\n",
      "jinka\n",
      "jinke\n",
      "jinki\n",
      "jinn\n",
      "jis\n",
      "jise\n",
      "jiska\n",
      "jiske\n",
      "jiski\n",
      "jisme\n",
      "jiss\n",
      "jisse\n",
      "jitna\n",
      "jitne\n",
      "jitni\n",
      "jo\n",
      "just\n",
      "jyaada\n",
      "jyada\n",
      "k\n",
      "ka\n",
      "kaafi\n",
      "kab\n",
      "kabhi\n",
      "kafi\n",
      "kaha\n",
      "kahaa\n",
      "kahaan\n",
      "kahan\n",
      "kahi\n",
      "kahin\n",
      "kahte\n",
      "kaisa\n",
      "kaise\n",
      "kaisi\n",
      "kal\n",
      "kam\n",
      "kar\n",
      "kara\n",
      "kare\n",
      "karega\n",
      "karegi\n",
      "karen\n",
      "karenge\n",
      "kari\n",
      "karke\n",
      "karna\n",
      "karne\n",
      "karni\n",
      "karo\n",
      "karta\n",
      "karte\n",
      "karti\n",
      "karu\n",
      "karun\n",
      "karunga\n",
      "karungi\n",
      "kaun\n",
      "kaunsa\n",
      "kayi\n",
      "kch\n",
      "ke\n",
      "keep\n",
      "keeps\n",
      "keh\n",
      "kehte\n",
      "kept\n",
      "khud\n",
      "ki\n",
      "kin\n",
      "kine\n",
      "kinhe\n",
      "kinho\n",
      "kinka\n",
      "kinke\n",
      "kinki\n",
      "kinko\n",
      "kinn\n",
      "kino\n",
      "kis\n",
      "kise\n",
      "kisi\n",
      "kiska\n",
      "kiske\n",
      "kiski\n",
      "kisko\n",
      "kisliye\n",
      "kisne\n",
      "kitna\n",
      "kitne\n",
      "kitni\n",
      "kitno\n",
      "kiya\n",
      "kiye\n",
      "know\n",
      "known\n",
      "knows\n",
      "ko\n",
      "koi\n",
      "kon\n",
      "konsa\n",
      "koyi\n",
      "krna\n",
      "krne\n",
      "kuch\n",
      "kuchch\n",
      "kuchh\n",
      "kul\n",
      "kull\n",
      "kya\n",
      "kyaa\n",
      "kyu\n",
      "kyuki\n",
      "kyun\n",
      "kyunki\n",
      "lagta\n",
      "lagte\n",
      "lagti\n",
      "last\n",
      "lately\n",
      "later\n",
      "le\n",
      "least\n",
      "lekar\n",
      "lekin\n",
      "less\n",
      "lest\n",
      "let\n",
      "let's\n",
      "li\n",
      "like\n",
      "liked\n",
      "likely\n",
      "little\n",
      "liya\n",
      "liye\n",
      "ll\n",
      "lo\n",
      "log\n",
      "logon\n",
      "lol\n",
      "look\n",
      "looking\n",
      "looks\n",
      "ltd\n",
      "lunga\n",
      "m\n",
      "maan\n",
      "maana\n",
      "maane\n",
      "maani\n",
      "maano\n",
      "magar\n",
      "mai\n",
      "main\n",
      "maine\n",
      "mainly\n",
      "mana\n",
      "mane\n",
      "mani\n",
      "mano\n",
      "many\n",
      "mat\n",
      "may\n",
      "maybe\n",
      "me\n",
      "mean\n",
      "meanwhile\n",
      "mein\n",
      "mera\n",
      "mere\n",
      "merely\n",
      "meri\n",
      "might\n",
      "mightn\n",
      "mightnt\n",
      "mightn't\n",
      "mil\n",
      "mjhe\n",
      "more\n",
      "moreover\n",
      "most\n",
      "mostly\n",
      "much\n",
      "mujhe\n",
      "must\n",
      "mustn\n",
      "mustnt\n",
      "mustn't\n",
      "my\n",
      "myself\n",
      "na\n",
      "naa\n",
      "naah\n",
      "nahi\n",
      "nahin\n",
      "nai\n",
      "name\n",
      "namely\n",
      "nd\n",
      "ne\n",
      "near\n",
      "nearly\n",
      "necessary\n",
      "neeche\n",
      "need\n",
      "needn\n",
      "neednt\n",
      "needn't\n",
      "needs\n",
      "neither\n",
      "never\n",
      "nevertheless\n",
      "new\n",
      "next\n",
      "nhi\n",
      "nine\n",
      "no\n",
      "nobody\n",
      "non\n",
      "none\n",
      "noone\n",
      "nope\n",
      "nor\n",
      "normally\n",
      "not\n",
      "nothing\n",
      "novel\n",
      "now\n",
      "nowhere\n",
      "o\n",
      "obviously\n",
      "of\n",
      "off\n",
      "often\n",
      "oh\n",
      "ok\n",
      "okay\n",
      "old\n",
      "on\n",
      "once\n",
      "one\n",
      "ones\n",
      "only\n",
      "onto\n",
      "or\n",
      "other\n",
      "others\n",
      "otherwise\n",
      "ought\n",
      "our\n",
      "ours\n",
      "ourselves\n",
      "out\n",
      "outside\n",
      "over\n",
      "overall\n",
      "own\n",
      "par\n",
      "pata\n",
      "pe\n",
      "pehla\n",
      "pehle\n",
      "pehli\n",
      "people\n",
      "per\n",
      "perhaps\n",
      "phla\n",
      "phle\n",
      "phli\n",
      "placed\n",
      "please\n",
      "plus\n",
      "poora\n",
      "poori\n",
      "provides\n",
      "pura\n",
      "puri\n",
      "q\n",
      "que\n",
      "quite\n",
      "raha\n",
      "rahaa\n",
      "rahe\n",
      "rahi\n",
      "rakh\n",
      "rakha\n",
      "rakhe\n",
      "rakhen\n",
      "rakhi\n",
      "rakho\n",
      "rather\n",
      "re\n",
      "really\n",
      "reasonably\n",
      "regarding\n",
      "regardless\n",
      "regards\n",
      "rehte\n",
      "rha\n",
      "rhaa\n",
      "rhe\n",
      "rhi\n",
      "ri\n",
      "right\n",
      "s\n",
      "sa\n",
      "saara\n",
      "saare\n",
      "saath\n",
      "sab\n",
      "sabhi\n",
      "sabse\n",
      "sahi\n",
      "said\n",
      "sakta\n",
      "saktaa\n",
      "sakte\n",
      "sakti\n",
      "same\n",
      "sang\n",
      "sara\n",
      "sath\n",
      "saw\n",
      "say\n",
      "saying\n",
      "says\n",
      "se\n",
      "second\n",
      "secondly\n",
      "see\n",
      "seeing\n",
      "seem\n",
      "seemed\n",
      "seeming\n",
      "seems\n",
      "seen\n",
      "self\n",
      "selves\n",
      "sensible\n",
      "sent\n",
      "serious\n",
      "seriously\n",
      "seven\n",
      "several\n",
      "shall\n",
      "shan\n",
      "shant\n",
      "shan't\n",
      "she\n",
      "she's\n",
      "should\n",
      "shouldn\n",
      "shouldnt\n",
      "shouldn't\n",
      "should've\n",
      "si\n",
      "sir\n",
      "sir.\n",
      "since\n",
      "six\n",
      "so\n",
      "soch\n",
      "some\n",
      "somebody\n",
      "somehow\n",
      "someone\n",
      "something\n",
      "sometime\n",
      "sometimes\n",
      "somewhat\n",
      "somewhere\n",
      "soon\n",
      "still\n",
      "sub\n",
      "such\n",
      "sup\n",
      "sure\n",
      "t\n",
      "tab\n",
      "tabh\n",
      "tak\n",
      "take\n",
      "taken\n",
      "tarah\n",
      "teen\n",
      "teeno\n",
      "teesra\n",
      "teesre\n",
      "teesri\n",
      "tell\n",
      "tends\n",
      "tera\n",
      "tere\n",
      "teri\n",
      "th\n",
      "tha\n",
      "than\n",
      "thank\n",
      "thanks\n",
      "thanx\n",
      "that\n",
      "that'll\n",
      "thats\n",
      "that's\n",
      "the\n",
      "theek\n",
      "their\n",
      "theirs\n",
      "them\n",
      "themselves\n",
      "then\n",
      "thence\n",
      "there\n",
      "thereafter\n",
      "thereby\n",
      "therefore\n",
      "therein\n",
      "theres\n",
      "there's\n",
      "thereupon\n",
      "these\n",
      "they\n",
      "they'd\n",
      "they'll\n",
      "they're\n",
      "they've\n",
      "thi\n",
      "thik\n",
      "thing\n",
      "think\n",
      "thinking\n",
      "third\n",
      "this\n",
      "tho\n",
      "thoda\n",
      "thodi\n",
      "thorough\n",
      "thoroughly\n",
      "those\n",
      "though\n",
      "thought\n",
      "three\n",
      "through\n",
      "throughout\n",
      "thru\n",
      "thus\n",
      "tjhe\n",
      "to\n",
      "together\n",
      "toh\n",
      "too\n",
      "took\n",
      "toward\n",
      "towards\n",
      "tried\n",
      "tries\n",
      "true\n",
      "truly\n",
      "try\n",
      "trying\n",
      "tu\n",
      "tujhe\n",
      "tum\n",
      "tumhara\n",
      "tumhare\n",
      "tumhari\n",
      "tune\n",
      "twice\n",
      "two\n",
      "um\n",
      "umm\n",
      "un\n",
      "under\n",
      "unhe\n",
      "unhi\n",
      "unho\n",
      "unhone\n",
      "unka\n",
      "unkaa\n",
      "unke\n",
      "unki\n",
      "unko\n",
      "unless\n",
      "unlikely\n",
      "unn\n",
      "unse\n",
      "until\n",
      "unto\n",
      "up\n",
      "upar\n",
      "upon\n",
      "us\n",
      "use\n",
      "used\n",
      "useful\n",
      "uses\n",
      "usi\n",
      "using\n",
      "uska\n",
      "uske\n",
      "usne\n",
      "uss\n",
      "usse\n",
      "ussi\n",
      "usually\n",
      "vaala\n",
      "vaale\n",
      "vaali\n",
      "vahaan\n",
      "vahan\n",
      "vahi\n",
      "vahin\n",
      "vaisa\n",
      "vaise\n",
      "vaisi\n",
      "vala\n",
      "vale\n",
      "vali\n",
      "various\n",
      "ve\n",
      "very\n",
      "via\n",
      "viz\n",
      "vo\n",
      "waala\n",
      "waale\n",
      "waali\n",
      "wagaira\n",
      "wagairah\n",
      "wagerah\n",
      "waha\n",
      "wahaan\n",
      "wahan\n",
      "wahi\n",
      "wahin\n",
      "waisa\n",
      "waise\n",
      "waisi\n",
      "wala\n",
      "wale\n",
      "wali\n",
      "want\n",
      "wants\n",
      "was\n",
      "wasn\n",
      "wasnt\n",
      "wasn't\n",
      "way\n",
      "we\n",
      "we'd\n",
      "well\n",
      "we'll\n",
      "went\n",
      "were\n",
      "we're\n",
      "weren\n",
      "werent\n",
      "weren't\n",
      "we've\n",
      "what\n",
      "whatever\n",
      "what's\n",
      "when\n",
      "whence\n",
      "whenever\n",
      "where\n",
      "whereafter\n",
      "whereas\n",
      "whereby\n",
      "wherein\n",
      "where's\n",
      "whereupon\n",
      "wherever\n",
      "whether\n",
      "which\n",
      "while\n",
      "who\n",
      "whoever\n",
      "whole\n",
      "whom\n",
      "who's\n",
      "whose\n",
      "why\n",
      "will\n",
      "willing\n",
      "with\n",
      "within\n",
      "without\n",
      "wo\n",
      "woh\n",
      "wohi\n",
      "won\n",
      "wont\n",
      "won't\n",
      "would\n",
      "wouldn\n",
      "wouldnt\n",
      "wouldn't\n",
      "y\n",
      "ya\n",
      "yadi\n",
      "yah\n",
      "yaha\n",
      "yahaan\n",
      "yahan\n",
      "yahi\n",
      "yahin\n",
      "ye\n",
      "yeah\n",
      "yeh\n",
      "yehi\n",
      "yes\n",
      "yet\n",
      "you\n",
      "you'd\n",
      "you'll\n",
      "your\n",
      "you're\n",
      "yours\n",
      "yourself\n",
      "yourselves\n",
      "you've\n",
      "yup\n",
      "\n"
     ]
    }
   ],
   "source": [
    "f = open('stop_hinglish.txt','r')\n",
    "stop_words = f.read()\n",
    "print(stop_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "0f2b676a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['message',\n",
       " 'deleted',\n",
       " 'gd',\n",
       " 'mrng',\n",
       " 'darun',\n",
       " 'kno?',\n",
       " 'kni',\n",
       " 'tumi',\n",
       " 'vule',\n",
       " 'gale',\n",
       " 'ricky',\n",
       " 'bolechilo',\n",
       " '??',\n",
       " 'dhur',\n",
       " 'ricky',\n",
       " 'sathe',\n",
       " 'korte',\n",
       " 'aseche?',\n",
       " 'sunny',\n",
       " 'out🤭',\n",
       " 'bor',\n",
       " 'aseni',\n",
       " 'naaa',\n",
       " 'ricky',\n",
       " 'sthe',\n",
       " 'krte',\n",
       " 'abar',\n",
       " 'bor',\n",
       " 'anr',\n",
       " 'nki🤭',\n",
       " '🤣🤣',\n",
       " '😏',\n",
       " '😓😓',\n",
       " 'https://www.facebook.com/profile.php?id=100075529602969',\n",
       " 'amr',\n",
       " 'fb',\n",
       " 'account',\n",
       " 'request',\n",
       " 'gele',\n",
       " 'accept',\n",
       " 'koris/koro',\n",
       " 'jader',\n",
       " 'jayni',\n",
       " 'link',\n",
       " 'click',\n",
       " 'kore',\n",
       " 'request',\n",
       " 'pathiye',\n",
       " 'de/dao🙏',\n",
       " 'jaa..agertar',\n",
       " 'holo?..hacked?',\n",
       " '5000',\n",
       " 'frnds',\n",
       " 'hye',\n",
       " 'geche',\n",
       " 'restricted',\n",
       " 'kore',\n",
       " 'lock',\n",
       " 'koreche',\n",
       " 'sereche!😅😅',\n",
       " '@919163896428',\n",
       " '12th',\n",
       " 'jachchis',\n",
       " 'tui',\n",
       " 'bumboo.....confirm',\n",
       " 'kor',\n",
       " 'noito',\n",
       " 'lunch',\n",
       " 'jbo',\n",
       " 'husband',\n",
       " 'wife',\n",
       " ':-',\n",
       " 'today',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'day',\n",
       " ':-',\n",
       " 'today',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'day,',\n",
       " 'today',\n",
       " 'fine',\n",
       " 'day.',\n",
       " 'finally',\n",
       " 'week,',\n",
       " 'wife',\n",
       " 'asks',\n",
       " 'husband',\n",
       " ':-',\n",
       " 'week,',\n",
       " \"'today\",\n",
       " 'fine',\n",
       " \"day'.\",\n",
       " 'fed',\n",
       " 'up.',\n",
       " 'matter?',\n",
       " 'husband',\n",
       " ':-',\n",
       " 'week',\n",
       " 'argument,',\n",
       " 'said,\"i',\n",
       " 'leave',\n",
       " 'fine',\n",
       " 'day.\"',\n",
       " 'remind',\n",
       " 'you.',\n",
       " '😷😷😷',\n",
       " '🤣🤣🤣',\n",
       " '🤣🤣🤣😜😜😜',\n",
       " '😄😄😄',\n",
       " '😀😀',\n",
       " '@919830079775',\n",
       " '@919830887243',\n",
       " 'badminton',\n",
       " '🏸',\n",
       " 'nio',\n",
       " 'reached',\n",
       " 'bakira',\n",
       " 'pic',\n",
       " 'dao',\n",
       " 'riki',\n",
       " 'amra',\n",
       " 'africa',\n",
       " 'ghurte',\n",
       " 'jaini',\n",
       " 'alipore',\n",
       " 'gechi...55',\n",
       " 'photo🤦🏻\\u200d♀️',\n",
       " '🤣🤣🤣',\n",
       " '🤣🤣',\n",
       " 'toder',\n",
       " 'chobi',\n",
       " 'gulo',\n",
       " 'dekhar',\n",
       " 'por',\n",
       " 'chobi',\n",
       " 'gulo',\n",
       " 'deoar',\n",
       " 'joggo',\n",
       " 'nei😂',\n",
       " '😂',\n",
       " '🤣',\n",
       " '🤣🤣',\n",
       " 'konomote',\n",
       " 'ekta',\n",
       " 'tulechi',\n",
       " '🤣🤣',\n",
       " 'etakei',\n",
       " 'south',\n",
       " 'africa',\n",
       " 'vebe',\n",
       " 'ne..tar',\n",
       " 'sathe',\n",
       " 'omicron',\n",
       " 'mathay',\n",
       " 'chole',\n",
       " 'asbe😅😅🤣🤣🤣',\n",
       " '🤣🤣',\n",
       " '😒😒',\n",
       " 'diva',\n",
       " 'tomqr',\n",
       " '41',\n",
       " 'chobi...kom',\n",
       " 'ki🙄🙄🙄',\n",
       " 'dekhchi...ki',\n",
       " 'kore',\n",
       " 'eto',\n",
       " 'gulo',\n",
       " 'uthegelo',\n",
       " '🤣🤣',\n",
       " 'toder',\n",
       " 'sathe',\n",
       " 'je',\n",
       " 'hati',\n",
       " 'chilo',\n",
       " 'pic',\n",
       " 'keu',\n",
       " 'tulli',\n",
       " '🙄ja',\n",
       " 'khub',\n",
       " 'miss',\n",
       " 'gelo',\n",
       " '😒',\n",
       " 'sobar',\n",
       " 'sathe',\n",
       " 'mise',\n",
       " 'geche',\n",
       " 'se...tai',\n",
       " 'bojha',\n",
       " 'jache',\n",
       " 'exclusive',\n",
       " 'pose',\n",
       " 'peli',\n",
       " 'miss',\n",
       " 'big',\n",
       " 'miss🤣',\n",
       " '😆',\n",
       " 'tor',\n",
       " 'pola',\n",
       " 'ghumay',\n",
       " 'ektu',\n",
       " 'ghyan',\n",
       " 'ghyan',\n",
       " 'korchilo',\n",
       " 'ghum',\n",
       " 'jnno...tarpor',\n",
       " 'ghumaeni',\n",
       " 'grt....',\n",
       " 'khuub',\n",
       " 'valo',\n",
       " 'sabdhane',\n",
       " 'theko',\n",
       " 'kinru',\n",
       " 'great',\n",
       " 'news!!😃😃👌🏻👌🏻',\n",
       " 'bhalo',\n",
       " 'theko',\n",
       " 'meso',\n",
       " 'bahhh🤩',\n",
       " 'sustho',\n",
       " 'theko',\n",
       " 'mesho❤️',\n",
       " 'https://m.facebook.com/story.php?story_fbid=295060515967204&id=100063897722431&sfnsn=wiwspwa',\n",
       " '10',\n",
       " 'theke',\n",
       " 'chuti',\n",
       " 'debe',\n",
       " 'jan',\n",
       " 'age....😏😏',\n",
       " 'merry',\n",
       " 'christmas',\n",
       " 'stay',\n",
       " 'happy',\n",
       " 'enjoy',\n",
       " 'day🎅🎄⛪🎁',\n",
       " '*samrat*',\n",
       " 'send',\n",
       " 'surprise',\n",
       " 'message',\n",
       " '*open',\n",
       " 'this*',\n",
       " '👇👇',\n",
       " 'djrbr.co/wow/?n=samrat',\n",
       " '🤪🤪',\n",
       " '🤣🤣🤣',\n",
       " 'merry',\n",
       " 'christmas',\n",
       " 'everyone❤️🎊🎊🎊',\n",
       " '😡😡😡',\n",
       " 'santa',\n",
       " 'kaku',\n",
       " 'puro',\n",
       " 'bolda',\n",
       " 'kaku',\n",
       " 'lgche🤣🤣🤣🤣🤣',\n",
       " 'kalker',\n",
       " 'tomar',\n",
       " 'pic',\n",
       " 'theke',\n",
       " 'bhalo',\n",
       " 'e🤣🤣🤣',\n",
       " '🤨',\n",
       " 'chilo',\n",
       " 'chullu',\n",
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       " 'একটি',\n",
       " 'গয়নার',\n",
       " 'দোকানে',\n",
       " 'ঢুকলেন।',\n",
       " 'একটা',\n",
       " 'দশ',\n",
       " 'লাখ',\n",
       " 'টাকার',\n",
       " 'জড়োয়ার',\n",
       " 'সেট',\n",
       " 'কিনে',\n",
       " 'দোকানের',\n",
       " 'মালিককে',\n",
       " 'বললেন',\n",
       " '“আমার',\n",
       " 'পার্টিতে',\n",
       " 'যাওয়ার',\n",
       " 'তাড়া',\n",
       " 'আছে,',\n",
       " 'আর',\n",
       " 'আমি',\n",
       " 'এতো',\n",
       " 'টাকা',\n",
       " 'সঙ্গেও',\n",
       " 'আনিনি।',\n",
       " 'একজন',\n",
       " 'কাউকে',\n",
       " 'সঙ্গে',\n",
       " 'দিন,',\n",
       " 'ডাক্তারবাবু',\n",
       " 'টাকা',\n",
       " 'দিয়ে',\n",
       " 'দেবেন।”',\n",
       " 'গয়নার',\n",
       " 'দোকানের',\n",
       " 'মালিক',\n",
       " 'ভাবলেন',\n",
       " 'এতগুলো',\n",
       " 'টাকা',\n",
       " 'আমি',\n",
       " 'নিজেই',\n",
       " 'যাই।',\n",
       " 'দোকানের',\n",
       " 'মালিককে',\n",
       " 'গাড়িতে',\n",
       " 'বসিয়ে',\n",
       " 'সুন্দরী',\n",
       " 'ড্রাইভারকে',\n",
       " 'বললেন',\n",
       " 'ওনাকে',\n",
       " 'ডাক্তারবাবুর',\n",
       " 'কাছে',\n",
       " 'পৌঁছিয়ে',\n",
       " 'দিতে।',\n",
       " 'এই',\n",
       " 'বলে',\n",
       " 'সুন্দরী',\n",
       " 'ট্যাক্সিতে',\n",
       " 'করে',\n",
       " 'চলে',\n",
       " 'গেলেন',\n",
       " '…',\n",
       " '…।',\n",
       " 'ড্রাইভার',\n",
       " 'দোকানের',\n",
       " 'মালিককে',\n",
       " 'চেম্বারে',\n",
       " 'পৌছিয়ে',\n",
       " 'বললো',\n",
       " '“ম্যাডাম',\n",
       " 'আসেননি',\n",
       " 'এই',\n",
       " 'সাহেবকে',\n",
       " 'পাঠিয়ে',\n",
       " 'দিয়েছেন।”',\n",
       " 'সুন্দরী',\n",
       " 'আসেনি',\n",
       " 'দেখে',\n",
       " 'ডাক্তারের',\n",
       " 'মনটা',\n",
       " 'কেমন',\n",
       " 'যেন',\n",
       " 'মুষড়ে',\n",
       " 'গেল।',\n",
       " 'কিন্ত',\n",
       " 'সৌজন্য',\n",
       " 'বজায়',\n",
       " 'রেখে',\n",
       " 'ওনাকে',\n",
       " 'একটু',\n",
       " 'অপেক্ষা',\n",
       " 'করতে',\n",
       " 'বললেন',\n",
       " '…',\n",
       " '……পরে',\n",
       " 'ডেকে',\n",
       " 'জিজ্ঞেস',\n",
       " 'করলেন',\n",
       " '“বলুন',\n",
       " 'কেমন',\n",
       " 'আছেন?”',\n",
       " 'গয়নার',\n",
       " 'দোকানের',\n",
       " 'মালিক',\n",
       " '“হ্যাঁ',\n",
       " 'ডাক্তারবাবু',\n",
       " 'আমি',\n",
       " 'ভালো',\n",
       " 'আছি।”',\n",
       " 'ডাক্তার',\n",
       " '“তাহলে',\n",
       " 'আপনার',\n",
       " 'সমস্যাটা',\n",
       " 'কি',\n",
       " 'এবার',\n",
       " 'আমাকে',\n",
       " 'বলুন।”',\n",
       " 'গয়নার',\n",
       " 'দোকানের',\n",
       " 'মালিক',\n",
       " '“না',\n",
       " 'না,',\n",
       " 'আমার',\n",
       " 'কোনও',\n",
       " 'সমস্যা',\n",
       " 'নেই,',\n",
       " '*আমার',\n",
       " 'হিসাব',\n",
       " 'মিটিয়ে',\n",
       " 'দিন*',\n",
       " '…...',\n",
       " '…...',\n",
       " 'ব্যাস',\n",
       " 'গল্প',\n",
       " ...]"
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_words = []\n",
    "\n",
    "for message in temp['message']:\n",
    "    for words in message.lower().split():\n",
    "        if words not in stop_words:\n",
    "            all_words.append(words)\n",
    "\n",
    "all_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "a2cae3bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>happy</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>🤣🤣</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>🤣🤣🤣🤣</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>kore</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>না</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>🤣🤣🤣</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>আমার</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>করে</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>কে</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>আমি</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>বলে</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>darun</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>theke</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>ami</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>pic</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>🤣🤣🤣🤣🤣</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>anniversary</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>সুন্দরী</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>আর</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>gulo</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>প্রথম</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>🤭🤭</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>থেকে</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>message</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>riki</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              0   1\n",
       "0         happy  26\n",
       "1            🤣🤣  20\n",
       "2          🤣🤣🤣🤣  17\n",
       "3          kore  16\n",
       "4            না  14\n",
       "5           🤣🤣🤣  13\n",
       "6          আমার  13\n",
       "7           করে  13\n",
       "8            কে  12\n",
       "9           আমি  12\n",
       "10          বলে  12\n",
       "11        darun  10\n",
       "12        theke  10\n",
       "13          ami  10\n",
       "14          pic   9\n",
       "15        🤣🤣🤣🤣🤣   9\n",
       "16  anniversary   9\n",
       "17      সুন্দরী   9\n",
       "18           আর   9\n",
       "19         gulo   8\n",
       "20        প্রথম   8\n",
       "21           🤭🤭   8\n",
       "22         থেকে   8\n",
       "23      message   7\n",
       "24         riki   7"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from collections import Counter\n",
    "pd.DataFrame(Counter(all_words).most_common(25))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "397fc118",
   "metadata": {},
   "outputs": [],
   "source": [
    "# remove group_notification\n",
    "# remove media ommitted messages\n",
    "# remove stop words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "1eda6e50",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting emoji"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: You are using pip version 21.0.1; however, version 22.1 is available.\n",
      "You should consider upgrading via the 'D:\\anaconda\\python.exe -m pip install --upgrade pip' command.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "  Using cached emoji-1.7.0.tar.gz (175 kB)\n",
      "Building wheels for collected packages: emoji\n",
      "  Building wheel for emoji (setup.py): started\n",
      "  Building wheel for emoji (setup.py): finished with status 'done'\n",
      "  Created wheel for emoji: filename=emoji-1.7.0-py3-none-any.whl size=171047 sha256=13d5189a9b4c34644ecc6a2abc5640c2488fea2654c1922bef155a1a564f7b13\n",
      "  Stored in directory: c:\\users\\sakalya\\appdata\\local\\pip\\cache\\wheels\\fa\\7a\\e9\\22dd0515e1bad255e51663ee513a2fa839c95934c5fc301090\n",
      "Successfully built emoji\n",
      "Installing collected packages: emoji\n",
      "Successfully installed emoji-1.7.0\n"
     ]
    }
   ],
   "source": [
    "!pip install emoji"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "27975df4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import emoji"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "b10af07b",
   "metadata": {},
   "outputs": [],
   "source": [
    "emojis =[]\n",
    "for message in df['message']:\n",
    "    emojis.extend([ c for c in message if c in emoji.UNICODE_EMOJI['en']])\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "eba49aa3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>🤣</td>\n",
       "      <td>334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>😝</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>🤭</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>🏻</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>😂</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>🕎</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>🕉</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>🌹</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>👆</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>😢</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>79 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    0    1\n",
       "0   🤣  334\n",
       "1   😝   68\n",
       "2   🤭   66\n",
       "3   🏻   50\n",
       "4   😂   50\n",
       ".. ..  ...\n",
       "74  🕎    1\n",
       "75  🕉    1\n",
       "76  🌹    1\n",
       "77  👆    1\n",
       "78  😢    1\n",
       "\n",
       "[79 rows x 2 columns]"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(Counter(emojis).most_common(len(Counter(emojis))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "6615a340",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['month_num'] = df['date'].dt.month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "c0ba9588",
   "metadata": {},
   "outputs": [],
   "source": [
    "timeline = df.groupby(['year','month_num', 'month']).count()['message'].reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "ba279025",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>year</th>\n",
       "      <th>month_num</th>\n",
       "      <th>month</th>\n",
       "      <th>message</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>21</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021</td>\n",
       "      <td>12</td>\n",
       "      <td>December</td>\n",
       "      <td>249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2022</td>\n",
       "      <td>1</td>\n",
       "      <td>January</td>\n",
       "      <td>170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2022</td>\n",
       "      <td>2</td>\n",
       "      <td>February</td>\n",
       "      <td>245</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2022</td>\n",
       "      <td>3</td>\n",
       "      <td>March</td>\n",
       "      <td>186</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2022</td>\n",
       "      <td>4</td>\n",
       "      <td>April</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2022</td>\n",
       "      <td>5</td>\n",
       "      <td>May</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   year  month_num     month  message\n",
       "0  2021         11  November       21\n",
       "1  2021         12  December      249\n",
       "2  2022          1   January      170\n",
       "3  2022          2  February      245\n",
       "4  2022          3     March      186\n",
       "5  2022          4     April       80\n",
       "6  2022          5       May       68"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "timeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "bb9dc79f",
   "metadata": {},
   "outputs": [],
   "source": [
    "time = []\n",
    "for i in range(timeline.shape[0]):\n",
    "    time.append(timeline['month'][i] + \"-\" + str(timeline['year'][i]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "id": "280f8f3c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['November-2021',\n",
       " 'December-2021',\n",
       " 'January-2022',\n",
       " 'February-2022',\n",
       " 'March-2022',\n",
       " 'April-2022',\n",
       " 'May-2022']"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "876e5d80",
   "metadata": {},
   "outputs": [],
   "source": [
    "timeline['time'] = time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "id": "ca8d194e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>year</th>\n",
       "      <th>month_num</th>\n",
       "      <th>month</th>\n",
       "      <th>message</th>\n",
       "      <th>time</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>21</td>\n",
       "      <td>November-2021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021</td>\n",
       "      <td>12</td>\n",
       "      <td>December</td>\n",
       "      <td>249</td>\n",
       "      <td>December-2021</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2022</td>\n",
       "      <td>1</td>\n",
       "      <td>January</td>\n",
       "      <td>170</td>\n",
       "      <td>January-2022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2022</td>\n",
       "      <td>2</td>\n",
       "      <td>February</td>\n",
       "      <td>245</td>\n",
       "      <td>February-2022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2022</td>\n",
       "      <td>3</td>\n",
       "      <td>March</td>\n",
       "      <td>186</td>\n",
       "      <td>March-2022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2022</td>\n",
       "      <td>4</td>\n",
       "      <td>April</td>\n",
       "      <td>80</td>\n",
       "      <td>April-2022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2022</td>\n",
       "      <td>5</td>\n",
       "      <td>May</td>\n",
       "      <td>68</td>\n",
       "      <td>May-2022</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   year  month_num     month  message           time\n",
       "0  2021         11  November       21  November-2021\n",
       "1  2021         12  December      249  December-2021\n",
       "2  2022          1   January      170   January-2022\n",
       "3  2022          2  February      245  February-2022\n",
       "4  2022          3     March      186     March-2022\n",
       "5  2022          4     April       80     April-2022\n",
       "6  2022          5       May       68       May-2022"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "timeline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "ed23cfcb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(timeline['time'], timeline['message'])\n",
    "plt.xticks(rotation = 'vertical')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "70693255",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['only_date'] = df['date'].dt.date"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "2fb1f26e",
   "metadata": {},
   "outputs": [],
   "source": [
    "daily_timeline = df.groupby('only_date').count()['message'].reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "bd7c80be",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2c7b51a16a0>]"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Zgop7ikQWyI6RLQMauWeKgbaMiruiDEbFPUWCw1SFBF1HNVN0RkfuKu6KMgQV9xSJtYYqRIu7Ru6ZwM6WAR1QVZRYpJTnLiK7gQ4gCASMMctEpBx4CJgF7AYuM8YcSa2ZuUu8kr+2uPs0HTIjdOqAqqIMSzoi97ONMUuNMcus/78DvGiMmQ+8aP2ft5h4tozL9txVeDJBtw6oDosxho3727LdDCWLZMKWuQS4z7p/H/DxDLxHzhAcprYMQE+fRu6ZoEs992FZt/cIF/3yNRX4cUyq4m6A50RkrYhcY22bbIxpALBuq1N8j5wmFDdbxvLc1ZbJCANsGY3ch3Cos8+69WW5JUq2SLW2zGnGmAMiUg08LyJbEn2idTG4BmDGjBkpNiN7xLNlCjVbJqPoDNXhsQfytec4fkkpcjfGHLBum4DHgeVAo4jUAFi3TXGee6cxZpkxZllVVVUqzcgqccsPaJ57Runs0zz34ei2RL1bxX3cMmpxF5FiESm17wMfBjYCfwU+b+32eeCJVBuZy9i6MljcvZoKmVG6fAFcVnfJl4QtY4zhf1Zs50BrT6aalhPYEXu3fv/GLanYMpOBx60UQBfwgDHmGRF5C3hYRL4I7AX+KfVm5i6RyH3QZVIj98zS7QsyscjNoc6+pCL3+iM9/OzZrRS4nXzx9NkZbGF26YnYMoER9lTylVGLuzFmJ3BcjO2HgXNTadRYwsSxZTxOByLquWeKTl+ASUWepMW9sb0XyK+LbjBk2NHcyYLJpZFtPWrLjHt0hmqKxFsgW0SsRbL1x5UJuvrC4g7Jee6N7eHskXxaSOW5TQe54NaVNFkXLoiO3PPnOJXkUHFPkf4896GP6TqqmaPLF2BikRuAviSyZQ7akXsepU82d/oIGTjS7Y9ss8VdI/fxi4p7ihhjEBlafgDCs1TVlskMti0Dyc1QbcpDW8YW8OhjUltGUXFPkZAZasnYFLidWs89AwRDhl5/KBK5J2PLHBxn4t7j1wHV8YqKe4qEjIlpyUA4HTKfvN1cwa4IOanY8tyTiNwPttninj89KjsjJtpqUltGUXFPkaAxMS0ZgEK32jKZwJ6dOqHQjUhykXtTR3hANZ8id1vIY0buKu7jFhX3FDFmaC13m4I8y5YJhgw7mzuz3YyIuBd7XbidjoQHVI0x/ZF7Hg2oxrRl7GyZPPr+Kcmh4p4ioVB8WybfsmWe3tjAh29ZyeEsF6Oyi4aVeJ14nI6EB1Q7fIGYUe5Yx47OfX61ZZR+VNxTZPgBVUdedYub2n0EQoYj3X1ZbUckcve4cDslYVumsa0/DzyfxD0SuQfUllH6UXFPkZCVChmLApczrzx3Oxrs8mVXMAbbMgmLuzWBaVKRO6/EvWcYW6Zbyw+MW1TcUyRkDM44vkyBx5lXy+z15khX386WKfa68LgcCS/WYadBzqwozquLbreV7hh9TJrnrqi4p0g4FTKOuOdZ5N5fRja70aDdcyj2hD33ROu523VlZlUU5VXk3t03cPA0FDL0+IOIhCtm2rOolfGFinuKhEzs2akQ9tzzSUQitkyWo0E7Ki30OMPZMgn2jhrbe5lQ6GZikSe/zssgW8YugWzP4NWMmfGJinuKjJQtEwiZvFlMojcySJfdyN2OVIs8LtwuSThyP9jWy+QyL163I09TIcPHZIt5uTXJK9s9LSU7qLinyLCee57VdLdFJNsDqt3+AB6XA6dDkhtQ7fAxuayAApeTvkCIUJ7YFf2pkANtswpL3DVjZnyi4p4iI9WWgfyZ6p4rE2N6+oIUecKfbTJ57o1tvWFxt85LMis45SqBYCgyoGynQtrBREWJHbmruI9HVNxTZNhUyDxbaq8/FTL7tkyR9dl6XIlF7sGQobnTx5SygrzqUUUvoxexZfrCt/22zNg/TiV5UllmT8H23IeP3PMlHTJX0ut6+oIUWpF7uPzAyOJ+uNNHMGSYXObF5bTEPQ/OS7Tl0jvElvEO2UcZP2jkniIhQ3zP3WVHiGO/+w+ZmRjzyJp97DrUldRzuvsCFHnCcYnbKfgDI3vndo775AGR+9g/L90xxL1niC2jA6rjERX3FEnElsm2R50u7AgwXamQPX1B/v3RDTz01r6kntc9KHJPxJaxZ6dOmRAeUIX8sGUGRu6W9z4oWyZfvn9Kcqi4p4hJaEA1P35c6V6Xc9+RbgA6ff4R9hzajsiAaoIzVAdG7vlz0bUX4ygrcEVsJjuat22ZbNtoSnYYtbiLyHQRWSEi74nIJhH5hrX9RyKyX0Tesf4uTF9zc4/gMHnuhfmWLdOX3gHVvYe7rddLTny6B2XLJBK5N7X34hCoLAnnuUN+XHRt4S4v9kSqQg61Zcb+cSrJk8qAagD4V2PMOhEpBdaKyPPWY7cYY25OvXm5z7DlB/JIRIwxaS8ju7clLO4dvcldLHr6ghS6bc89sVTIg229VJV6cTokctH15cFF1z4Xk4o9kYtlT98gW0Y993HJqCN3Y0yDMWaddb8DeA+oTVfDxgqJ5bmPfXGP7n2ka4DOFvdkewLhAdVozz2xAdUpZQVAfp2XiJBHlVSwt5UVuHE6RCP3cUpaPHcRmQUcD7xpbfqaiGwQkbtFZFKc51wjImtEZE1zc3M6mpEVjDE44nyK+dT9j/an0yUW+2xxT/JiEW3LuF2SkOfe1B6enQpR4p5iKuS+lm6+//i7WS0vER259/iDkR6WyyF4XA6K3E4V93FKyuIuIiXAY8A3jTHtwK+BucBSoAH4eaznGWPuNMYsM8Ysq6qqSrUZWSM4rC2TmudujOEPq/ZkfeUj6Bf3Io8zfZ67Je6dSdgywZDBFwhFsmW8luduzPDR+8H23ihxT08q5Cvbmvnjm3vZnWQqZzqxe1HlxR5CBvxBE84msr57hR6n5rmPU1ISdxFxExb2Pxpj/gxgjGk0xgSNMSHgd8Dy1JuZuwxnyxSm2P0/0NbLD/6ykSc3NIy478b9bTS1946432ixfduKEk9KWSa9/iCv1jVjjInKlklc3O33tj9bt9OBMRAYpk5Mrz9IW4+fKRMscU9TKmR7bzjLp6UreytT2cI9scgNhHsjvf7+VNEij3PALFZl/JBKtowAdwHvGWN+EbW9Jmq3S4GNo29e7mNM/GwZtzNc3Gq03f8jlmi0do+cKvil+9Zw4zNbR/U+iWBPaa8o9uIPmoTruQzmvn/s5sq7VvP85kZ6/SG8LkdSPQFbzPptmfBXeDhrxK7jXl0aTg1MV82ftp7wecnmsoPd/iBup1BaYIm7P0hPlLgXelwauY9TUsmWOQ24EnhXRN6xtn0PuEJElgIG2A18JYX3yHmGy5aB8CzV0YqILR72bTz8wRAH23vZ2tg+qvdJhEh6XVSlQY8r+djgxS1NANz2Yh0AC6eUsqG+LVzGId5VMrodkVru/dkyQHiWqif2c6InMAF4XekZC2nvCV+UjiRw8c0UPZYFY8+G9vlDA2yZIo8zkguvjC9GLe7GmNeAWL/Gv4++OWOP4DC1ZSAcJY5WRBIV90OWJ7+9qTNhkUyW7ihbBsKDoBMsKyBR2nr8rN1zBKdD2HQgfCFaXFPGhvo2uvoCkehz2HZYQtWf5x4+1uEGVe0JTHa2jMMabEx1QDUXbBm7FEN0BtBgWyYZ20vJH3SGaoqEDHGzZSAs7qP1qG07ZiRxb7Ii015/iP2tPaN6r5GwL1CVJfasx+QF47W6QwRDhq+cOSeybeGUUiDxiUzdkci9f4YqjGDLtFm2jCXuEO5RDc5zrz/SzSd+9XrCn2G7dV5as2nLWJlD0VZTT/SAqju/B1RX7TzMVfesJpAnC+KkExX3FDEj2DJe91ARSZTWnrBotI8k7h392TTbmztH9V4jMXR1n+QF46UtTUwodHPdufOpLPEwpawg8nqJRpcRzz1qQBUYdgygsb2XQreTsoL+jmqsHtX6fW2s29uacK2bdivLp6Uru7ZMgdvZnwEUCA6xZfI5FfL17Yd4eWtzpHem9KPiniLDZctAOHLKtC3THC3ujZkRd1sg7Mg92ZIBoZDhlW1NfHBBFQVuJ/9x/iKuOm0WpZbgJiru0UvsQZTnPoItM7nMO2Ct21g9qpau8Of4l7f3j5haCdCRA5G7XWcnni1T6HHltbgf6gx/9g1t2RX3A609/O8bu3NqdS+t554iwVD8qpBgRYij9HbbErVlOsJf7IlFbrY3ZShyt4tRjbKM7Lv72zjU2cfZi8JzGi47cToAb+48DCQ+S9V+3+iqkDC85x49gckm1kX3sOWd723pZu2eIyybVT5sW+zz0pJlW6a0wBWV3hkKZ8tYYl9R7OFIdx+9/mDkApBP2HNADmTIjkyUP721j9tfrMMXCPGlM+aM/IT3AY3cU8QMs4YqhCfMjDZbJmHPvcNHebGHhZNLM2fLpFhpcMXWJkTggwuqB2wv9iYXuQ9OhfS4wp/9cCUIoicw2cQ6L0e6+ijyOCl0O/nz2/uHbYcxJjKgeiTLee7hyL0/Ayi6JPLiqWUEQ4a6DPXoso19QT6Y5ch9e1MHADc+s4V369sSft6G+taMDciruKfISLZMgWv0A1q2597jDw7rKTe1+6gu9TKvuoS6xo6ELIVksae02xkyyUbuK7Y2s3T6xIjHblNii3uCs1S7B4u7M3wbz5YxxtDY3htJg7TxxoncJ5cVcP6SyTy1oWHYFbR6/aHIBSWbqZDd/oHZMj3+4IDFTJZMLQNg44HEBSfXif5+25F7tm2ZusZOls8qp7LEy9cfXJdQsGKM4asPrOPfH1mfkTaNS3H/xXNbuew3b6TltYYr+Qsp2jI9gaj78QWkuSNc8XB+dQntvQGaRyhXEAoZzvvFKzyyJvFFMuyJMfZAZjKR+6FOHxvqWzl7YfWQx0oszz3R+jKRGaoRW8ZKhYxz8Wvr8eMLhGJE7k56Bz2npauP8mIPl54wjbYePyusnPxY2FF7VamXth5/1rI17CUH7TpG+1q68QcNtRPDxzujvIjSAhcb9+eHuO9v7eFDt6zkpme2AP2Re0Nb9myZQDDE7sNdnDBzErd+eil7W7q5/olNIz5vR3MX+1p6OHvR0N9FOhh34h4MGR5YvY+1e4+k5QcZXolp+Dz30WbLtHX3RVL9bDGJRXOHj+rSAuZVh9MKRxpU3d/aw/amTtbtPZJwW+z0uiJv8uL+ytZmjIFzYnyJS5K0Zbr7Ajgdgsfy2u0ZqvE89/5FOrwDtodTIQcPqPYxqcjDaXMrqCr18ud18a0ZO4NpVkURMLJ1liqHO318+rdvRLr/NvZi4bbHvvVg+PHp5eF2iQiLa8oi8wrGMnsOd3HZb96IfHd9gWCkXHQ2I/c91gV1fnUJJ82p4OvnzOexdfX8ZQRr7+Wt4eDhrIWZqa017sR99a4WDlmLJTd2pF6QyxhwDivujlFny7T2+Jk+qRCILx7GGJo7fVSVepldVQyEv2zDUWcJRDI/CDty9zgduBySVMmAl7Y2UVXqZXFN2ZDHvK5wiYbEB1TDYmZfUD2RGaoDxf2e13excltz/+zUWJG7P8hzmw7y4Oq9QFjcK4o9uJwOLjluKiu2NsX10+3zMbMi/JlnugTB42/v581dLby8tb+Cql0BMjpbxh5Qn2GJO8DRtRN4r6F92GBm16Eu/vPRDTkb4W9v6uSy375Bd1+A46ZNYH9rT8SrdjuFA63ZE3d7PGNedQkAXz9nHifOmsT3H3+XPYfjF5V7aUsTCyaXMG1SUdx9UmHciftT7x6I3N9/JPWuXGiYkr8w+hmqfYHwNHJbPOKJ+5FuP/6gobrUy5SyAtxOiVRbjIctAA1J/CDsyF1EKEwidzoQDLFyWzNnL6yKOXNWRCjxuhL23HuiBgshOhWy34c1xvDz57Zx58qdkQlM8QZUb32hjttfrMMYw5HuPsqtbKBLT6jFHzQ8+W7som12T8qO3DPtuz9uRYHR2VC9/hDGhNMd7TpGuw93IQK1VlAAcHRtGb5AiJ1xqlcaY/junzfw0Jp9XHzHa3znsQ0D0muzzZaD7Vx+5xsEQ/Cna07h1HmVNLT2RibvLZhcyqFO36jrHcWircfP/67ak9D41Q4riWGuJe4up4NbLz8ep0O47sG3Y7aro9fPW7tbMmbJwDgT92DI8MzGgyyyZkXubx1eBBN6zRFtGUekznYy2GJuR2DxJjLZaZDVZeFVhmonFiYs7geS8Cmji1EVe1wJD6iu29tKR28gpt9uU+J10ZnEDNWiKHGPNUP1SLefTl+ADfWtEVumerAt43ZypLuP9w62c7C9l0OdffiDhvKisLgvrilj4eRSHl9XH7Mddl0Z++KbyRIEWw92RGyVaHG3y05Msga5C1wOQgZqygrwuvo/oyVTJwDEjcqf3niQVTtb+M8LFvHF02bz6Np6zr75ZX7zyo5hB5XfD96tb+PyO1fhcjh46Csns3BKKbUTCwmEDO81hD+To63ja0zjRKZfrdjOD/+ykY37R7aztjd1MnVCQcRiBKidWMiNnzyW9fVt/Pz5oQX9Xt9+GH/QDPu7SJVxJe5v7jrMoc4+vmzloaYjch9ugWwIZ8vYdbaToc3KlLHFPV7kbkcv1aXhyHR6eVFkEYx41FkC0dEbSCoFcTSzHl/a0oTLIZw+vzLuPsXexGvEh9P8+n9EsQZU7Ytbe2+A1btaKC/2DBA7sMZCAuHI1xh4d38r0D8DV0S49IRa1u1tZVeMiNeO3GfakXsGxf3Pb9fjcgjnL5lMXVNnJFDYPihitK2Z6eUDu/lzKospcDtiClWvP8gNT73HoimlXHPmHH5w0WKe+9aZnDS7nJ8+vYUP37KSZzcdzEgG1kis3dPCZ363ihKvi4e/cgpzq8LHafdK1lsph0dPC4t7unz3Ll8gYtXtGsZWsdne1Bk5B9F85JgaPnPSDH77yk5Wbhu4INGKLU2UFrj4wMyYaxmlhXEl7k9taKDQ7eTCY2qoLPGkpQ5LyBicw2TL2NFushkzdo57RNzjdPvt7rNdznZGedGwkbsxhu1NnZH63wcTjN5tbxegyJu4uL+8tYkTZ5UPWxSs2OtK/CLjD1Do7v/aemJMYoo+/lU7D0c+m2gKBlW0fGdvK0DElgG4ZOlURPotkWjsntTMcttzz4wtEwwZnnj7AB9cUMVJsyto6/FHZmXusC7S86qGF3eX08GiKWVsipEO+dtXdrK/tYfrL14Sma8xp6qEu646kfu/sByP08FX/nctn/ndm5FI+f3gjR2HufKu1VSWenn4K6cwo6L/mKZNtMR9XysAx9Ta4j78dznRC9Sf19VHSkvsah5e3EOh8O9pvpXMMJgffnQx86tL+PbD6yM9LWMMK7Y2ceb8qoitmAnGjbgHgiGe2XiQc46qptDjpHZiIfXp8tyHidztrtovX6xLapq6HalXlXopdDvjR+6WuFdFiXtrtz9udk1Th4+O3gCnzQtH0okORNk1TCA89T+RSHt/aw9bDnZEZqXGoyQJcQ/bMtGR+1Bbxu65eFwOAiEzJMcdwnnu0H/xfMeKAiui8vBrJhRy6tyKmOUI2nr8FLgdTChy43U5MjagumrnYQ6293LpCbWRATvbmqlr7KSyxMMkq812OuSM8qEDdEfXlrH5QPuA6fH7W3v49SvbufCYKZwyt2LIc85cUMXT3ziDH1+yhPcOtvPR21/le4+/m/GVwV7Z1sxV96ymdmIhD11zMlMnFg543I7ctzV24HU5Ip/LcN/lV+uaOen/vshLWxqHfe9QyHDPP3Zz3LQJTJ1QwO4RIvf9rT30+IORNgym0OPkl585nvZeP//68HpCIcOmA+00dfgy6rfDOBL3N3e1cLirj4uOCa8lUjupMD2Re4hhPfeLj5vKx46byu9f28UZN67gthfq6BgmrdHGjtwnFrmZUOiOK+6N7b0Ue5yRmZ72DzueNWMLw5mWTZLozL7oKe1FHmdCeel2qlesFMhoSryJXSwgxoBqDM997+FuKku8HGtFdJNLh4q7fSwfPbYGr8vBhvpWACYVDZxkdenx0yLlCKJp7wkwoTDcGykv9mTMlvnzuv2Uel2cd9TkKHEPZzttb+6MWBXQv8JULHFfMnUCHb5AZPUrgJ/8/T2Mge9deFTc93c5HXzulFm8/G9n8blTZvHQW/s462cv87uVO5MawPzzunquvmd1ZPAxFsYYHnhzL1++bw1zq0r40zUnD6jkaVPkcVFe7CEQMlSWeCnxuigtcMXthTZ3+PjWQ+tp6vBx3YPvsK2xI+Z+AK/UNbOzuYsvnD6bWZXFMS25aOxxDHuyWCwWTSnjhx89ile2NXP367siv4sPLsjs8qLjRtyf3NBAkcfJWdYARu3EQg609qTsJYaGWYkJwpbD7Vccz9PfOINT51VwywvbOOOmFfzmlR3DDkq2WmI+sdAzrLhv3N/GvMn9XcLpCYr7qXMrEUl8UDXalplVUcz2ps4Rf9wrtjQzbVLhAAGKRTK2zJAB1RjZMvuOdDOjvJBjp00EYHKMyN3uhZw0uzzS24H+2jk2Fxw9hQK3Y0g5gvZeP2WW1TSxyJORyL2nL8gzGxu48JgaCtxOaiYUUOxxst3y3bc3dQ6IGO0SBINtGegfdLR999W7WnhyQwNf+eDchFLxJhZ5+NHHlvDsN8/ghJmTuOHv73H+rSt5YXPjiL+h5g4f1z+xiRVbm/no7a9y7+u7hhTYamrv5ep73+J7j7/L8tnlPPjlk6koGWqn2dRa0bw9RjJ1QiEHYgQqoZDh3x5ZT0evn3uvPpEij5Mv3vdW3AHwu1/bRXWpl48cXcPsyuIBkXtbj5/rn9g4oAe+vr4Nt1NYVBPblrH57Mkz+dDiydz4zBYeWrOPY6dNiPS2M8W4EPewJdPAuUdNjkR9tRML6fWHIjPc9hzu4v43drNxf1vCld26fAF8gdCwtWVsFk0p47dXLuOvXzuNpdMn8tOnt3DmTS9zz+u7YqZKtvX4EYHSAldcce/1B9lQ38bJs/sLXNk/7Hi+e11TB6UFLqZNKqSyxJtwOmR3X5ACT78g9vpDw05p7/UHeX37Ic5ZVD1szwZGY8tEp0KGX9s3aEB1RnkRx00PC9rgHHeA5bMnccGSKZw0uyIS6Ra4HQMsH7tt5y+ZMqQcQXuvn7JI5O7OSLbMM5sa6OoLcukJtUC4hzivuoTtzZ00d/po6/Ezf4C4x4/cF0wpweUQNh5oIxgy/Oivm5g6oYB/+eDcpNo0r7qU+76wnHuuPhGHwJfuX8Pn7l49bDR887Nb6fEHefDLJ3PynAp+9LfNXHn3mxGRXLGliQ/fupJVOw/z3x9bwv1fWD7iQjC2uNsX4/mTS1i/r3XIhebu13fxyrZmfnDRYs5aWM2dn1tGU7uPa/+wdkhwUtfYwat1h/jcKTPxuBzMriymtdsf6ZX9bf0B7ntjz4CS0Ov3tXJUTdmQAfvBiAg3ffJYKoq94VmpGcySsRkX4v7GzsMc6fbz0WP6l3ettaKV/Ud62NHcySd//Qb/9cQmLvrla5x4wwt8409v8+ja+pjpVc0dPm5+diun/vQlWrr6mFVZnHBbjp02kXuvXs6j157CvOpi/vtvmzn75pd54M29A6yFtu4+ygrcOBxCWRxxf2dfK33BEMujxH1CYdjGiSXu+1q6eeKdAyybOQkRoWZCAQ0JpI8FQ+E1U4vcYeE70Xq/1btahuy7vamDlq4+Vu9qoccfTOhLbNsyifSievoCFLr7BVhEmDapkCfXH6DLF8AfDHGgtYcZ5UWcMics3EunTxzyOvOqS/nNlR+g0OOMXBDLB1kyNpceXzukHEF7TyBSH35+dXipwLeTmPE7EpsOtHH9E5uYV13C8qjqlPOqS6lr7Iz0wOZFDeQVWjNVK0uGHofX5WT+5FI2HWjnobf2sbmhne9eeNQAiysZzl5YzTPfPJP/umgx6/e18pHbXuWHf9k45CL3bn0bD6/dx9WnzeKUuRXcc9WJ/OQTx7BqZwu/fGk7Xb4A33r4HaaUFfDUdWfw+VNnJbSSmO2724XszlpYTVOHb8BM3Hfr27jxmS18ePFkPnvSDACWTp/ITZ86ltW7WvivJzYO+M7d84/deF0Orlge3neWleZqZ8zY598eYA+FDBv3t3Gsla0zEpOKPdx2+VKmlBVw0bE1Iz8hRfKy5G9zh4+KYk/kS/LUhgaKPc4B03ztK/8bOw9z7+u7AcMj155C/ZFuXt12iJV1h3jinfCEp0VTSjljfiUnzipnxdZmHltXjz8Y4sOLJ3PNmXNHlc60bFa46/mPHYe5+bmtfO/xd/nNKzv45nnzuWRpLa09/khGS1mhi/YDQ8V99a4WRGDZzIGlacMZMwPtlkAwxDf+9DYY+PElRwNQM6GAnSNkA3T0+tlh7VPoCccClSVe5lYVs3pXC9dGRX5bD3bwsTteY2ZFER+YOQmvy8HJc4YO1A2m2OsiZGzrJ/5X0hhDt39g5A5w06eO5Z9//yb//bdNfPXseYQMTCsvorqsgJX/cfaI7x8R9xiiCHD6vEoqS8LlCC44OvyjbO/1M8eaEfytDy3g+c2NXPent3nqujMids1o2Xqwg8/+/k1KC9zce/WJA8RuydQyHltXzz2v7wYYYMvUTirkmNoJcXtKR08t4/n3Gtm4v43ls8pTFhi308EXTp/Nx4+v5dYXtvHHN/fyxDv7+eZ5C7jylJm4HMKP/raJimIPXz93PhC+GF+xfAZv7WrhgTf34nIKrd1+7r7qxBHtu2js3699IbN/2yu2NHF07QQ6fQG+/uA6Kku83PSpYwd8JpcsraWusZM7VmxnweRSvnD6bI509fHndfV8fGltxA6yg7bdh7pYXFPG6zsOUVHsYcvBDjYfaMfjctDhC0Tsv0Q4aU4Fq753bsL7p0JeiXuvP8jNz27lrtd3ccqcCn72T8dRXerlmU0HOfeoyQPqWdtX/p8+vYWJRW7+dM3JLJpSxomzyrn0+GmEQoYtBztYWdfMq3XN3PePPfzu1V14XA4+ecI0vnzGbOYk8WWMhYhw2rxKTp1bwYqtTdz87Da+/fB6fvXyDgLBUGTALp4ts3pXC4umlA3pws4oLxqStnbbi3Ws29vKL684PiJmNRMKeX374bjte2pDA9//y7v9g7uF/eK3fHYFT244QDAULnnc6w/y9QfX4XU52NbYybbGTs5eWJVQZFhi1avp9AWGFXc7L33wa546t5KvnjWPO1ZsR6xlfWNZE/Gw9y0vju2BupwOLj1+Kne9totbX9jGV8+eR1uPf8D5uf2KpVz221X84PGN3Hb50hGtqHhsb+rkn3+/Co/LwR+/dNIQP/wzJ83g4TX7eH5zI6Ve14CaOT+8aDHBYSzFJVPLeGRtPSLwXxcvHnUbB1Ne7OHHlxzNZ0+eyf//5GZ+/ORm/vDmHs5ZWM3aPUe48ZPHDLng/X9nz+Xxd/bz21d2cvq8Sk6YkVyAFIncLXGvLPFy3LQJvLS1ia+fO5/rn9jE3pZuHvjyyUyM0SP79ocWUNfUwf95ajNzqorZ3NBOrz/E1afPiuwzo7wIh4TFfdXOw/T6Q/zkE0fx749s4PG36znKKqcRq2eYC2RM3EXkAuA2wAn83hjz00y8jzGG9fVt/G39AZ7ccIDGdh8XLJnCq3XNXHDLSi49oZbWbj8fHRSlTCh0R1YB+sMXT2LRlIGj3Q6HsHhqGYunlnHtB+fS3RfgnX2tzK8uTftAiIhwzqLJnLWgmmc3HeQXz29j9+HuyGj6hEI3XX1B/MHQgNS/tXuO8Glr0YtoZlQU8fTGBv7tkfVcfNxUnCLcsWI7ly2bxsXHTY3sVzOhgE5fgKaOXhrbfGxt7GBbYwdbD4ZvG9p6OW7aBH58yRwK3U7OiJqIdNLsch5cvZctB9upKvHyr4+sZ1tjJ/d/YTmv1jXzu1d3JZzqFakM6QtyxNHHgbYeDrT20mDdHmjtoaGtJzLpLHomoM03zpvPP3Yc4iGr0uVoxL2iOHbkDnDdufNp7vBx6wt1vLSlifYe/wDB+sDMcr513nxufm4bp8+vZE5lMX9bf4BnNh2krMDNxcdN5aJja5hTVUJfIET9kW72HO5mz+Eu9rR0s/dwd+S2rNDFH790cky7r8Dt5JdXHM/Fd7zGvMklAwTa7XQw3Hocx1j2weUnzuDo2sSshGRYMLmU+7+wnBffa+KGv7/H71/bxTG1E/inDwz9js6rLuXCo2t46t0GvnbOvKTfa7p10Yv+LZ61sJrbX6rjB395l8fW1XPdufPj9hwdDuEXly3lU795g68/8DZet5PT5lUM0AGPy0HtpEJ2He6mvTdAgdvBR46u4akNB3norX0cVVNGkceZVI/j/SQj4i4iTuB/gA8B9cBbIvJXY8zmdL7P+n2tfO3Bdexr6cHtFD64oJpfXDaL0+ZVsvdwN//2yHruf2MPxR5nzLSjWz+9lNpJhUOEPRZFHhenzo0/yzIdOBzCR46p4cNLpvD85sbI7Ec7Qjz/1pWRImWBULho1Emzy4e8zj+fNIOmdh/PbjzIo2vD0+fnVBXzo48tGbBfjdW1XX7Di5FtHpeDeVUlnDynghNmTuKKE6fjijHRwvb5v3jvmrDXHQrxfy89hjMXVHHynArmVJVwydKpQ54Xi2IrWj//lpVDqjt6nA6mTCigZkIBJ82pYNqkwph2gtvp4LbLj+fC216NWeJ3OKaXhz+HwWmQ0ZQWuLn18uP50OIpfP8v7xIyRIIDm385ax6vbT/Efzy6AQgXRTt7YTUt3X3c8sI2fvH8NipLvLR0+YgOsIs8TmaUFzG3qphzF1Xz6ROnD9srnD+5lPuuXh7J1U+U46dP4sZPHsOFx2TO7xURzls8mTMXVPHX9Qc4cdakuB769Rcv5rzF1TG/wyNxVE0pv7jsOC5Y0n8s5yyq5rYX6/jDqr1cefJMrhvholHsdfH7zy/jkjte51CnjxtPO2bIPrMrS3hhczg3/tS5lRS4nXz3wkVc+79reXNXC8tnlyeUUJENJBPTikXkFOBHxpjzrf+/C2CM+Ums/ZctW2bWrFmT9Psc6erjmw+9w0ePreH8xVOG2BPBkOGBN/dQ7HXxiROmJf36ucLew938/PmtQxakKPG6uP7iJZEc98H0+oOs3NbMy9uauerUWSyYPDBd60hXHzc9u4XJZQUsnFzKgimlzCwviinmsfj5c1vZ0dxJkcfFv5w1d9QRTGt3Hz99egslXhc1EwupnVhAzYRCaiYWUFnsTWiAzeb17Yd4r6E96aXOfrdyJ6fOq4jUYRmOpvZe7np9F1eePHOIbdLY3sttL9axfFY55y2eHOllNLT18NSGBjY3tDNtUhEzy4uYWVHEzIpiKks8abNIxjOhkOH2l+o4fsakpHLIN+5v44X3GrnunPlDvmsvb23i4TX7EISrT5sVWXqx1x/krtd2cey0CZwxP7P56sMhImuNMctiPpYhcf8UcIEx5kvW/1cCJxljvha1zzXANQAzZsz4wJ49e9LeDkVRlHxmOHHPVCpkrDBkwFXEGHOnMWaZMWZZVVX2rnyKoij5SKbEvR6IHkWZBhyIs6+iKIqSZjIl7m8B80Vktoh4gMuBv2bovRRFUZRBZCRbxhgTEJGvAc8SToW82xgz8oqxiqIoSlrIWJ67MebvwN8z9fqKoihKfMZFbRlFUZTxhoq7oihKHqLiriiKkodkZBJT0o0QaQayNYupEjiUpffOFPl2TGP9eMZ6+2ORT8c0lo9lpjEm5kShnBD3bCIia+LN8Bqr5NsxjfXjGevtj0U+HVM+HUs0assoiqLkISruiqIoeYiKO9yZ7QZkgHw7prF+PGO9/bHIp2PKp2OJMO49d0VRlHxEI3dFUZQ8RMVdURQlDxlz4i4i00VkhYi8JyKbROQb1vZyEXleROqs20nW9g+JyFoRede6PSfqtW4QkX0i0jnCe8bcT0S+LSKbRWSDiLwoIjOzdTwiUiQiT4nIFut14q5ZKyIfsJ6/XURuF2sZIBE5U0TWiUjAWnBlVOTYMSV9jnKs/dda298RkddEZHGi5yEXjyfq8U+JiBGRpFIQc+lYROQqEWm2zs07IvKlZI4l4xhjxtQfUAOcYN0vBbYBi4GbgO9Y278D3GjdPx6Yat0/Gtgf9VonW6/XOcJ7xtwPOBsosu7/C/BQto4HKALOtu57gFeBj8R5z9XAKYQXVXna3g+YBRwL3A98KtvnKE3HlPQ5yrH2l0Xt8zHgmbF8PqLasBJYBSwbq8cCXAXcMdrfSab/st6AlA8AniC8EPdWoCbqC7A1xr4CHAa8g7YPK+6J7Gd9iV7PheOxHrsN+HKM7TXAlqj/rwB+O2ife0lB3HPxmFI5RznU/iuAp8f6+QBuBS4CXiZJcc+lYyHHxX3M2TLRiMgswj/YN4HJxpgGAOu2OsZTPgm8bYzxZaA5XyR8VR816ToeEZkIXAy8GOM5tYRXyrKpt7ZlhBw7pqTPUS60X0S+KiI7CEen1yXT/sFk+3hE5HhgujHmyVSOw3qtWWT/u/VJy/J7VESmk0NkrJ57phGREuAx4JvGmHYZYfV4EVkC3Ah8OANt+SywDPhgCq+RluMRERfwIHC7MWZnrKfG2JaRfNhcOqbRnKNcab8x5n+A/xGRzwA/AD6f6DEMakdWj0dEHMAthCPelMj2sVi3fwMeNMb4RORa4D7gnBj7Z4dsdx1G8we4Ca/y9O2obXG7ZYTXcN0GnBbn9Tqj7juBd6y/H8fbL2rbecB7QHUuHA9wN+Evaszj4X2yZXLpmEZzjnKp/VHbHUDbWD0fwATCBbp2W3+9hNdWTtZ3z/qxxHgd52jPTab+st6AUXxJhfCA362Dtv+MgQMqN1n3JwLrgU8O85qj8twJdwl3APNz4XiA/0M4mnGM8J5vER4ktgeILhz0+L2kNqCaM8c0mnOUY+2fH7XPxcCasXw+Bu3zMskLe84cC9bFxLp/KbBqtL+ZTPxlvQFJNxhOJ9wt2kD/FfZCoIKwZ1Zn3ZZb+/8A6Ira9x2sCI6wh1kPhKzbH8V5z5j7AS8AjVGv+9dsHQ/h6MQQjlDt7V+K857LgI2ERe8O+mcqn2gdXxfhgadN2TxHaTqmpM9RjrX/NmCT9dwVwJKxfD4G7fMyyYt7zhwL8BPr3Ky3zs2i90sHE/nT8gOKoih5yJjOllEURVFio+KuKIqSh6i4K4qi5CEq7oqiKHmIiruiKEoeouKuKIqSh6i4K4qi5CH/D1okYQKEEDudAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(daily_timeline['only_date'],daily_timeline['message'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "30820e6a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# When does a member remain active daily\n",
    "\n",
    "df['day_name'] = df['date'].dt.day_name()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "05b94685",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Sunday       261\n",
       "Saturday     237\n",
       "Thursday     159\n",
       "Friday       147\n",
       "Wednesday    121\n",
       "Tuesday       71\n",
       "Monday        23\n",
       "Name: day_name, dtype: int64"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['day_name'].value_counts()\n",
    "\n",
    "#Most active of Sunday"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "c50ee3bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "December    249\n",
       "February    245\n",
       "March       186\n",
       "January     170\n",
       "April        80\n",
       "May          68\n",
       "November     21\n",
       "Name: month, dtype: int64"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['month'].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "df8c9e49",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>user</th>\n",
       "      <th>message</th>\n",
       "      <th>only_date</th>\n",
       "      <th>year</th>\n",
       "      <th>month_num</th>\n",
       "      <th>month</th>\n",
       "      <th>day</th>\n",
       "      <th>day_name</th>\n",
       "      <th>hour</th>\n",
       "      <th>minute</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2021-11-22 08:42:00</td>\n",
       "      <td>group_notification</td>\n",
       "      <td>Messages and calls are end-to-end encrypted. N...</td>\n",
       "      <td>2021-11-22</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>22</td>\n",
       "      <td>Monday</td>\n",
       "      <td>8</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2021-11-24 20:34:00</td>\n",
       "      <td>Baba</td>\n",
       "      <td>&lt;Media omitted&gt;\\n</td>\n",
       "      <td>2021-11-24</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>24</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>20</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2021-11-24 20:34:00</td>\n",
       "      <td>Baba</td>\n",
       "      <td>&lt;Media omitted&gt;\\n</td>\n",
       "      <td>2021-11-24</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>24</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>20</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2021-11-25 09:42:00</td>\n",
       "      <td>Nirmal Piso</td>\n",
       "      <td>This message was deleted\\n</td>\n",
       "      <td>2021-11-25</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>25</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>9</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2021-11-25 09:56:00</td>\n",
       "      <td>Di 2</td>\n",
       "      <td>Gd mrng\\n</td>\n",
       "      <td>2021-11-25</td>\n",
       "      <td>2021</td>\n",
       "      <td>11</td>\n",
       "      <td>November</td>\n",
       "      <td>25</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>9</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 date                user  \\\n",
       "0 2021-11-22 08:42:00  group_notification   \n",
       "1 2021-11-24 20:34:00                Baba   \n",
       "2 2021-11-24 20:34:00                Baba   \n",
       "3 2021-11-25 09:42:00         Nirmal Piso   \n",
       "4 2021-11-25 09:56:00                Di 2   \n",
       "\n",
       "                                             message   only_date  year  \\\n",
       "0  Messages and calls are end-to-end encrypted. N...  2021-11-22  2021   \n",
       "1                                  <Media omitted>\\n  2021-11-24  2021   \n",
       "2                                  <Media omitted>\\n  2021-11-24  2021   \n",
       "3                         This message was deleted\\n  2021-11-25  2021   \n",
       "4                                          Gd mrng\\n  2021-11-25  2021   \n",
       "\n",
       "   month_num     month  day   day_name  hour  minute  \n",
       "0         11  November   22     Monday     8      42  \n",
       "1         11  November   24  Wednesday    20      34  \n",
       "2         11  November   24  Wednesday    20      34  \n",
       "3         11  November   25   Thursday     9      42  \n",
       "4         11  November   25   Thursday     9      56  "
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "98492332",
   "metadata": {},
   "outputs": [],
   "source": [
    "period=[]\n",
    "for hour in df[['day_name','hour']]['hour']:\n",
    "    if hour==23:\n",
    "        period.append(str(hour) + \"_\" + str('00'))\n",
    "    elif hour==0:\n",
    "        period.append(str('00') + \"_\" + str(hour+1))\n",
    "    else:\n",
    "        period.append(str(hour) + \"_\" + str(hour+1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "id": "5b7f200e",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['period'] = period"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "5a158d86",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>user</th>\n",
       "      <th>message</th>\n",
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       "      <th>month_num</th>\n",
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       "      <th>day</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>633</th>\n",
       "      <td>2022-02-17 13:09:00</td>\n",
       "      <td>Dadabhai</td>\n",
       "      <td>🤭🤭😅😅🤩🤩🤩😇😇👌🏻👌🏻\\n</td>\n",
       "      <td>2022-02-17</td>\n",
       "      <td>2022</td>\n",
       "      <td>2</td>\n",
       "      <td>February</td>\n",
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       "      <td>9</td>\n",
       "      <td>13_14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>2022-01-26 00:00:00</td>\n",
       "      <td>Diya didi</td>\n",
       "      <td>&lt;Media omitted&gt;\\n</td>\n",
       "      <td>2022-01-26</td>\n",
       "      <td>2022</td>\n",
       "      <td>1</td>\n",
       "      <td>January</td>\n",
       "      <td>26</td>\n",
       "      <td>Wednesday</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>00_1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1009</th>\n",
       "      <td>2022-05-20 09:39:00</td>\n",
       "      <td>Dadabhai</td>\n",
       "      <td>🤣🤣🤣🤣🤣\\n</td>\n",
       "      <td>2022-05-20</td>\n",
       "      <td>2022</td>\n",
       "      <td>5</td>\n",
       "      <td>May</td>\n",
       "      <td>20</td>\n",
       "      <td>Friday</td>\n",
       "      <td>9</td>\n",
       "      <td>39</td>\n",
       "      <td>9_10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>2022-01-15 00:11:00</td>\n",
       "      <td>Diva</td>\n",
       "      <td>Kise kore asche\\n</td>\n",
       "      <td>2022-01-15</td>\n",
       "      <td>2022</td>\n",
       "      <td>1</td>\n",
       "      <td>January</td>\n",
       "      <td>15</td>\n",
       "      <td>Saturday</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "      <td>00_1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>949</th>\n",
       "      <td>2022-04-28 18:59:00</td>\n",
       "      <td>Dadabhai</td>\n",
       "      <td>🤭🤭\\n</td>\n",
       "      <td>2022-04-28</td>\n",
       "      <td>2022</td>\n",
       "      <td>4</td>\n",
       "      <td>April</td>\n",
       "      <td>28</td>\n",
       "      <td>Thursday</td>\n",
       "      <td>18</td>\n",
       "      <td>59</td>\n",
       "      <td>18_19</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                    date       user            message   only_date  year  \\\n",
       "633  2022-02-17 13:09:00   Dadabhai    🤭🤭😅😅🤩🤩🤩😇😇👌🏻👌🏻\\n  2022-02-17  2022   \n",
       "393  2022-01-26 00:00:00  Diya didi  <Media omitted>\\n  2022-01-26  2022   \n",
       "1009 2022-05-20 09:39:00   Dadabhai            🤣🤣🤣🤣🤣\\n  2022-05-20  2022   \n",
       "330  2022-01-15 00:11:00       Diva  Kise kore asche\\n  2022-01-15  2022   \n",
       "949  2022-04-28 18:59:00   Dadabhai               🤭🤭\\n  2022-04-28  2022   \n",
       "\n",
       "      month_num     month  day   day_name  hour  minute period  \n",
       "633           2  February   17   Thursday    13       9  13_14  \n",
       "393           1   January   26  Wednesday     0       0   00_1  \n",
       "1009          5       May   20     Friday     9      39   9_10  \n",
       "330           1   January   15   Saturday     0      11   00_1  \n",
       "949           4     April   28   Thursday    18      59  18_19  "
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.sample(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "2ce7eb35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x432 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import seaborn as sns\n",
    "plt.figure(figsize=(20,6))\n",
    "sns.heatmap(df.pivot_table(index='day_name',columns ='period', values='message', aggfunc='count').fillna(0))\n",
    "plt.yticks(rotation='horizontal')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de80dd6f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}