Tweet_Feed_Analysis_v2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "gZfyAIyv3Y6f",
   "metadata": {
    "id": "gZfyAIyv3Y6f"
   },
   "outputs": [],
   "source": [
    "pip install git+https://github.com/tweepy/tweepy.git"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "mDR30NwM3Z8s",
   "metadata": {
    "id": "mDR30NwM3Z8s"
   },
   "outputs": [],
   "source": [
    "pip install geopy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bj4O25kW3Z_T",
   "metadata": {
    "id": "bj4O25kW3Z_T"
   },
   "outputs": [],
   "source": [
    "pip install textblob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "Ij4lKGJu5WaQ",
   "metadata": {
    "id": "Ij4lKGJu5WaQ"
   },
   "outputs": [],
   "source": [
    "pip install -U pymongo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "1319f6b7-3f77-4c94-bd0a-6e9cfd615690",
   "metadata": {
    "id": "1319f6b7-3f77-4c94-bd0a-6e9cfd615690"
   },
   "outputs": [],
   "source": [
    "import tweepy\n",
    "import pandas as pd\n",
    "from pymongo import MongoClient, ASCENDING, TEXT\n",
    "import pymongo\n",
    "import configparser\n",
    "import datetime\n",
    "from geopy.geocoders import Nominatim\n",
    "geolocator = Nominatim(user_agent=\"geoapiExercises\")\n",
    "from textblob import TextBlob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "27cf495d-83b1-4b83-82ab-6c9c266e94a2",
   "metadata": {
    "id": "27cf495d-83b1-4b83-82ab-6c9c266e94a2"
   },
   "outputs": [],
   "source": [
    "# read configs\n",
    "config = configparser.ConfigParser()\n",
    "config.read('config.ini')\n",
    "\n",
    "consumer_key = config['twitter']['api_key']\n",
    "consumer_secret = config['twitter']['api_key_secret']\n",
    "\n",
    "access_token = config['twitter']['access_token']\n",
    "access_secret = config['twitter']['access_token_secret']\n",
    "# bearer_token = config['twitter']['bearer_token']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "b4073a2e-a495-422e-9572-710a6b041788",
   "metadata": {
    "id": "b4073a2e-a495-422e-9572-710a6b041788"
   },
   "outputs": [],
   "source": [
    "#Connect tomongoDb Cluster\n",
    "client = MongoClient('MongoDB Atlas URI HERE')\n",
    "db=client.twitter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "3076959e-6d44-4eea-a5e6-9bc3e9cd9a4f",
   "metadata": {
    "id": "3076959e-6d44-4eea-a5e6-9bc3e9cd9a4f"
   },
   "outputs": [],
   "source": [
    "movie_TV=db.movie_TV\n",
    "Temp_collection=db.Temp_collection\n",
    "movie_TV_1=db.movie_TV_1\n",
    "# movie_vt.create_index([('id',ASCENDING)],unique=True)\n",
    "# temp.create_index([('id',ASCENDING)],unique=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "8bb4cd63-711c-48ce-9eab-136a62a4fbf0",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8bb4cd63-711c-48ce-9eab-136a62a4fbf0",
    "outputId": "8087204b-bdb6-4e89-d373-0c4951f0af50",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'_id_': {'v': 2, 'key': [('_id', 1)]}}"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "movie_TV.index_information()  # return the indexes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "29d59612-e804-4268-a7ae-a1a238f8d861",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "29d59612-e804-4268-a7ae-a1a238f8d861",
    "outputId": "839118c0-dae5-49e2-824a-81c7f3e02647",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'_id_': {'v': 2, 'key': [('_id', 1)]}}"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Temp_collection.index_information()  # return the indexes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "3c5534bf-1e55-43a6-bf5a-eb109e0d709b",
   "metadata": {
    "id": "3c5534bf-1e55-43a6-bf5a-eb109e0d709b"
   },
   "outputs": [],
   "source": [
    "# authentication\n",
    "auth = tweepy.OAuthHandler(consumer_key, consumer_secret)\n",
    "auth.set_access_token(access_token, access_secret)\n",
    "api = tweepy.API(auth)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ed737fe-a17d-4999-9894-e0ebc5c8a07c",
   "metadata": {
    "id": "0ed737fe-a17d-4999-9894-e0ebc5c8a07c"
   },
   "source": [
    "### WE MANUALLY TOOK MORE COORDINATES FROM ALL OVER THE WORLD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "9d420da9-e9f4-43d8-a66a-6f47897785d1",
   "metadata": {
    "id": "9d420da9-e9f4-43d8-a66a-6f47897785d1"
   },
   "outputs": [],
   "source": [
    "Andhra_Pradesh = [\"19.04815133576942,84.65571208142063,15mi\",\"18.772602895764383,84.45942173448992,15mi\",\"18.62265872228743, 84.23780360085843,15mi\",\"18.514616914212585, 84.06367506729084,15mi\",\"18.388481877760462, 83.9085423737488,15mi\",\"18.45156097728103, 83.55711933327605,15mi\",\"18.862505493914714, 83.39248871972121,15mi\",\"18.610657458859137, 83.32283730629419,15mi\",\"18.166019527069853, 83.37665885303326,15mi\",\"17.985436181404445, 83.41465053308437,15mi\",\"18.430537181041178, 82.8954309057192,15mi\",\"18.126908912390842, 82.68331069210049,15mi\",\"18.502608039913813, 83.09172124471999,15mi\",\"17.780551531937242, 83.2215261429705,15mi\",\"17.994469739798102, 82.90809478254884,15mi\",\"18.370455018042264, 82.42370086189719,15mi\",\"17.855904232537497, 82.51234811534977,15mi\",\"17.599575554337463, 82.62315718216551,15mi\",\"17.421438836231445, 82.5471738220633,15mi\",\"17.258245940423205, 82.33188763510701,15mi\",\"17.119115724979288, 82.30972582174384,15mi\",\"17.662937876529224, 81.72718672762683,15mi\",\"17.94628534073806, 82.05644795473646,15mi\",\"16.93748513010875, 82.21791258636293,15mi\",\"16.676842303039496, 82.19891674633736,15mi\",\"17.046484646495, 81.81266799915107,15mi\",\"16.934456462149623, 81.8095020258135,15mi\",\"16.49175183247339, 81.99946042606904,15mi\",\"16.843573790614524, 81.50873455874218,15mi\",\"16.585836456188215, 81.52773039876774,15mi\",\"16.406732832867835, 81.78734021245033,15mi\",\"16.403695751696763, 81.45491301200312,15mi\",\"16.773867494207487, 81.06866426481683,15mi\",\"16.236583509203353, 81.10982190128827,15mi\",\"16.546387191081546, 80.63492590064939,15mi\",\"15.95977737207964, 80.99901283447254,15mi\",\"16.20922431104127, 80.6729175807005,15mi\",\"16.330791594470476, 80.43230360704347,15mi\",\"16.99502053950628, 80.73307105362899,15mi\",\"16.734456956135105, 80.4291376132201,15mi\",\"16.62527761417115, 80.03655691935863,15mi\",\"16.552456825308845, 79.71995955031107,15mi\",\"16.339906094319247, 79.47617960331645,15mi\",\"16.15145352940219, 79.20707186962109,15mi\",\"16.04498954963093, 78.95695997595128,15mi\",\"15.673443695042549, 79.27672328304811,15mi\",\"15.847119962904571, 79.81810472377644,15mi\",\"15.398917569395293, 80.03022492497153,15mi\",\"15.21569826568777, 79.90358599146784,15mi\",\"15.347021727374855, 79.51733724428153,15mi\",\"15.667347084974, 79.26405937727414,15mi\",\"15.901934136863, 78.6466945764436,15mi\",\"15.783151248823268, 78.2382839800772,15mi\",\"15.50877187112463, 78.47889795373422,15mi\",\"15.761823853151816, 77.62725109446627,15mi\",\"15.4569034798499, 77.84570325476017,15mi\",\"15.65820184150167, 77.26949610731833,15mi\",\"15.203477949107342, 77.32964960073258,15mi\",\"14.769201838451751, 77.56076565939915,15mi\",\"14.735524145714184, 77.74755808631711,15mi\",\"14.447521693232387, 77.71906432627878,15mi\",\"14.214395290633915, 77.77921781969305,15mi\",\"14.128445793913645, 78.13064086016581,15mi\",\"14.110023814541428, 78.75117163433394,15mi\",\"14.171424611854722, 79.19757387493449,15mi\",\"14.453653317578343, 79.47301355530503,15mi\",\"15.04454962887762, 79.16908011489615,15mi\",\"13.977956150853611, 79.98273526688673,15mi\",\"13.728972148914936, 79.76744907993044,15mi\",\"13.670530014961416, 79.39703019943212,15mi\",\"13.977956150853611, 79.33371073268027,15mi\",\"13.873476856779595, 78.95695990550676,15mi\",\"13.670530014961416, 78.7733334519264,15mi\",\"13.587455732476407, 78.49472779821825,15mi\",\"13.916503462449306, 78.16863254444623,15mi\",\"14.137656213146773, 78.178130464459,15mi\",\"14.208257109895591, 77.77605185058475,15mi\",\"14.465916047309937, 77.68740459713216,15mi\",\"13.891917809329275, 77.5006121702142,15mi\",\"14.640586293025871, 76.85475360934531,15mi\",\"14.968099506164148, 77.02255019121543,15mi\",\"15.533176008056206, 77.12069535609001,15mi\",\"13.405821910766383, 79.75161923082055,15mi\",\"13.257950630449079, 79.10892664328928,15mi\",\"12.818165135296661, 78.41939934640426,15mi\",\"14.755913578210931, 76.94765829979521,15mi\",\"17.825286585069506, 81.87233026344859,15mi\"]\n",
    "Karnataka = [\"11.763934046099253, 76.45382153431379,15mi\",\"11.991619615882158, 76.8631438026417,15mi\",\"12.054831676556326, 77.41034304556426,15mi\",\"12.39591765123963, 77.45342960012509,15mi\",\"12.297194501829276, 76.63663186835772,15mi\",\"12.205540957511433, 76.89965028086205,15mi\",\"12.111862179594695, 76.67537101438549,15mi\",\"12.257349047216609, 76.46128626002152,15mi\",\"12.432623763079752, 76.65702089258286,15mi\",\"12.43063266555082, 76.39196357765603,15mi\",\"12.31313099367048, 76.28594065168531,15mi\",\"12.397970600235151, 77.0581739103298,15mi\",\"12.118285799492476, 77.66549844018,15mi\",\"12.22746635207862, 77.41419173817302,15mi\",\"12.361605665185804, 77.45840310241499,15mi\",\"12.547922180911183, 77.40255716863567,15mi\",\"12.706866321645194, 77.26294233418734,15mi\",\"12.675085405210586, 76.66725237387448,15mi\",\"12.191077823433943, 75.79931348638739,15mi\",\"12.3570596923046, 76.05527401620931,15mi\",\"12.42296855119534, 75.75277520823795,15mi\",\"12.388879841520788, 75.47121862543383,15mi\",\"12.593344863697748, 75.88540930096386,15mi\",\"12.684166072061965, 76.17860045330534,15mi\",\"12.75906919473865, 76.4229264135899,15mi\",\"12.78403198227849, 76.25538861225193,15mi\",\"12.668274692641576, 76.62536792353998,15mi\",\"12.395697946413815, 77.31180753586094,15mi\",\"12.749991212684556, 77.65153696635186,15mi\",\"13.023939020781318, 77.63662993977748,15mi\",\"12.997760143989387, 77.55423270486436,15mi\",\"13.0243753119708, 77.53587245143264,15mi\",\"12.927063398666803, 77.54214180626299,15mi\",\"12.909167832669354, 77.5819969905416,15mi\",\"12.912223263947869, 77.6424514835485,15mi\",\"12.934483135263736, 77.62229998587954,15mi\",\"12.966778239812731, 77.59184883384643,15mi\",\"12.952813302924792, 77.58647510113471,15mi\",\"12.978996916745087, 77.63125620706573,15mi\",\"12.961105078675004, 77.53542464037332,15mi\",\"12.897382247981465, 77.48526980173055,15mi\",\"12.973523133644917, 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78.77782401086152,15mi\",\"11.0207238158724, 77.5153424489708,15mi\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "b7ecc97a-d708-4b21-b188-c0567496be62",
   "metadata": {
    "id": "b7ecc97a-d708-4b21-b188-c0567496be62"
   },
   "outputs": [],
   "source": [
    "for i in range(len(Andhra_Pradesh)):\n",
    "    x,y,z=Andhra_Pradesh[i].split(\",\")\n",
    "    new=x[:9]+\",\"+y[:9]+\",\"+z\n",
    "    Andhra_Pradesh[i]= new"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8b12cade-5951-4c1a-9caf-3d1852887b01",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8b12cade-5951-4c1a-9caf-3d1852887b01",
    "outputId": "74ee0ce6-25ff-4216-84e8-359a6b1b532e",
    "tags": []
   },
   "outputs": [],
   "source": [
    "# print(Andhra_Pradesh)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "4ff86be0-e188-46d8-9f01-8adf70807e30",
   "metadata": {
    "id": "4ff86be0-e188-46d8-9f01-8adf70807e30"
   },
   "outputs": [],
   "source": [
    "b=\"25mi\"\n",
    "for c in range(len(Andhra_Pradesh)):\n",
    "    t=Andhra_Pradesh[c]\n",
    "    temp=t[:-4]+b\n",
    "    Andhra_Pradesh[c]=temp\n",
    "\n",
    "b=\"25mi\"\n",
    "for c in range(len(Karnataka)):\n",
    "    t=Karnataka[c]\n",
    "    temp=t[:-4]+b\n",
    "    Karnataka[c]=temp\n",
    "\n",
    "b=\"25mi\"\n",
    "for c in range(len(Telangana)):\n",
    "    t=Telangana[c]\n",
    "    temp=t[:-4]+b\n",
    "    Telangana[c]=temp\n",
    "\n",
    "b=\"100mi\"\n",
    "for c in range(len(North_India)):\n",
    "    t=North_India[c]\n",
    "    temp=t[:-5]+b\n",
    "    North_India[c]=temp\n",
    "    \n",
    "b=\"25mi\"\n",
    "for c in range(len(TamilNadu)):\n",
    "    t=TamilNadu[c]\n",
    "    temp=t[:-4]+b\n",
    "    TamilNadu[c]=temp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3b6fd4b8-692f-4001-93ce-03a6f37efafd",
   "metadata": {
    "id": "3b6fd4b8-692f-4001-93ce-03a6f37efafd"
   },
   "outputs": [],
   "source": [
    "Coordinates = {\"Andhra_Pradesh\":Andhra_Pradesh,\"Karnataka\":Karnataka,\"Telangana\":Telangana,\"North_India\":North_India,\"TamilNadu\":TamilNadu}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "142c15dd-d31b-4ff5-a986-b4858b054514",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "142c15dd-d31b-4ff5-a986-b4858b054514",
    "outputId": "e0e18f03-d1c3-4464-dee0-e4764bac6b97",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Andhra_Pradesh :  87\n",
      "Karnataka :  205\n",
      "Telangana :  154\n",
      "North_India :  359\n",
      "TamilNadu :  400\n",
      "Total Coordinate: 1205\n"
     ]
    }
   ],
   "source": [
    "T_C=0\n",
    "for i,j in enumerate(Coordinates):\n",
    "    print(j,\": \",len(Coordinates[j]))\n",
    "    T_C+=len(Coordinates[j])\n",
    "print(\"Total Coordinate:\", T_C)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66a13c36-56c4-4ba5-bcff-4d84266bef98",
   "metadata": {
    "id": "66a13c36-56c4-4ba5-bcff-4d84266bef98"
   },
   "source": [
    "### Example of Twitter Data Streaming"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "cvSgOvPa4a92",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "cvSgOvPa4a92",
    "outputId": "f87d9eb5-c2e8-44ef-82eb-6e0f3929bbe5"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pymongo.results.DeleteResult at 0x7f97288bd3d0>"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Temp_collection.delete_many({})\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "f062b37b-c43f-424a-a30d-eb3bd46310e1",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "f062b37b-c43f-424a-a30d-eb3bd46310e1",
    "outputId": "dc70545c-00e8-4fef-e24c-ab7113922688"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of Documents in Collection:  0\n"
     ]
    }
   ],
   "source": [
    "print(\"Number of Documents in Collection: \",Temp_collection.estimated_document_count())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "772a4ac8-c9d0-4186-b391-2292ce3cc03c",
   "metadata": {
    "id": "772a4ac8-c9d0-4186-b391-2292ce3cc03c"
   },
   "outputs": [],
   "source": [
    "Count = 10\n",
    "Query = \"Varisu\"\n",
    "geocode = \"13.0480438,79.9288009,100mi\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "f51cce1e-1062-439d-8d45-7ff4a97e0e5d",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "f51cce1e-1062-439d-8d45-7ff4a97e0e5d",
    "outputId": "22714787-57cc-4c32-fb35-92a25b55f544",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tweet Saved in Collecction, Tweet_count:  1\n"
     ]
    }
   ],
   "source": [
    "search_results = api.search_tweets( count=Count,q=Query, geocode=geocode)\n",
    "t_count=0\n",
    "for i in search_results:\n",
    "    try : \n",
    "        Temp_collection.insert_one(i._json) \n",
    "        t_count+=1\n",
    "        print(\"Tweet Saved in Collecction, Tweet_count: \",t_count)\n",
    "    except : \n",
    "        print(\"Not Saved in collection, Tweet Id is not Unique\")\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "05ab9e50-7172-4e63-959f-25b16c584201",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "05ab9e50-7172-4e63-959f-25b16c584201",
    "outputId": "996f4944-4e79-4aeb-a3c2-02477f387445"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of Documents in Collection:  2\n"
     ]
    }
   ],
   "source": [
    "print(\"Number of Documents in Collection: \",Temp_collection.estimated_document_count())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c8393148-2445-42d0-9a58-09a4bbfd70b9",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "c8393148-2445-42d0-9a58-09a4bbfd70b9",
    "outputId": "d545a114-cd3f-4cf9-e5d0-f372984137fe",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: HVinoth\n",
      "Text: #Thunivu in theatres worldwide from tomorrow💥\n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/Z6cnxa60am\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: Cinema Calendar\n",
      "Text: #Thunivu in theatres worldwide from tomorrow. \n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/9Lk2Rr3r6j\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: DK & AK\n",
      "Text: #Thunivu #AjithKumar #ThunivuPongal \n",
      "நாளைய தலைப்பு செய்தி;\n",
      "தல அஜித்தின் துணிவு படத்தின் ஆக்ரோஷமான தாக்குதலால் துவண்… https://t.co/pYyJn76svu\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: Kolly Buzz\n",
      "Text: #Thunivu in theatres worldwide from tomorrow💥\n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/VhUraGHDU5\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: DK & AK\n",
      "Text: @VeeraChennaiAK #Thunivu #AjithKumar #ThunivuPongal \n",
      "நாளைய தலைப்பு செய்தி;\n",
      "தல அஜித்தின் துணிவு படத்தின் ஆக்ரோஷமான… https://t.co/gI5R9mxeGj\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: Heytamilcinema\n",
      "Text: #Thunivu in theatres worldwide from tomorrow! \n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/lQJPLnkVmF\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: KARNATAKA AJITH FANS WELFARE ASSOCIATION\n",
      "Text: @TFC_mass @UmaaRajendra 2AM Show in Bangalore 😍😍\n",
      "\n",
      "#Thunivu #Ajithkumar \n",
      "#NoGutsNoGlory\n",
      "#MyThunivuTicket https://t.co/zxcbCSrD6a\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: SdJose\n",
      "Text: Hey @INOXMovies ,\n",
      "Give few screen no. To Thunivu movie too...\n",
      "U guys gave 9 shows to varisu and non to Thunivu \n",
      "📍In… https://t.co/Tw4l5hNY9S\n",
      "_ _ _ _ _ _ _ _ _ _ _ \n",
      "User name: VEERACHENNAI AJITHKUMAR WELFARE ASSOCIATION 💪\n",
      "Text: ஜோதி திரையரங்கில் நம்ம அண்ணனின் படம் #Thunivu கொண்டாட்டத்திற்கு @VeeraChennaiAK ரெடி 😍😍\n",
      "\n",
      "#Thunivu #THUNIVUFDFS https://t.co/VUq5cV8Z1c\n"
     ]
    }
   ],
   "source": [
    "for i in Temp_collection.find({\"text\":{\"$regex\":\"Thunivu\"}}).limit(10):\n",
    "    try:\n",
    "        print(\"_ _ _ _ _ _ _ _ _ _ _ \")\n",
    "        print(\"User name:\",i[\"user\"][\"name\"])\n",
    "        print(\"Text:\",i[\"text\"])\n",
    "    except:\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "47be3eef-d5d6-445c-af9e-2edefb9aa6a8",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "47be3eef-d5d6-445c-af9e-2edefb9aa6a8",
    "outputId": "5cd319ac-5533-4799-b647-775e0de12fb0",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dict_keys(['_id', 'created_at', 'id', 'id_str', 'text', 'truncated', 'entities', 'extended_entities', 'metadata', 'source', 'in_reply_to_status_id', 'in_reply_to_status_id_str', 'in_reply_to_user_id', 'in_reply_to_user_id_str', 'in_reply_to_screen_name', 'user', 'geo', 'coordinates', 'place', 'contributors', 'is_quote_status', 'retweet_count', 'favorite_count', 'favorited', 'retweeted', 'possibly_sensitive', 'lang'])\n"
     ]
    }
   ],
   "source": [
    "print(i.keys())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "743b206a-888b-4ae0-b9a3-7f6f76351f90",
   "metadata": {
    "id": "743b206a-888b-4ae0-b9a3-7f6f76351f90",
    "tags": []
   },
   "source": [
    "### Function to Return Coordinates With Place Name:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b3f0b4e-7358-4b0a-9674-a35632318967",
   "metadata": {
    "id": "4b3f0b4e-7358-4b0a-9674-a35632318967"
   },
   "outputs": [],
   "source": [
    "def get_coordinate(place):\n",
    "    location = geolocator.geocode(place)\n",
    "    return [location.latitude, location.longitude]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a8fe7d3-5b32-4ba3-959a-932706f0ed86",
   "metadata": {
    "id": "2a8fe7d3-5b32-4ba3-959a-932706f0ed86"
   },
   "source": [
    "### Function To Add the Movie Name, Tweet_Type and Coordinates of location of Tweet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8c58b59b-303e-46de-a1dc-f9d3761bf9c1",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "8c58b59b-303e-46de-a1dc-f9d3761bf9c1",
    "outputId": "653d9719-dc61-447a-a54d-cd76b6ea0b78",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Tweet_Count: 5\n",
      "Tweet_Count: 10\n"
     ]
    }
   ],
   "source": [
    "tweet_count=0\n",
    "for i in Temp_collection.find():\n",
    "    T_count=0\n",
    "    V_count=0\n",
    "    try:\n",
    "        # Movie Type:\n",
    "        \n",
    "        text = i.get('text', None)\n",
    "        _id = i['id']\n",
    "        V_count=text.count(\"varisu\")+text.count(\"Varisu\")+text.count(\"VARISU\")\n",
    "        T_count=text.count(\"thunivu\")+text.count(\"Thunivu\")+text.count(\"THUNIVU\")\n",
    "        if T_count>V_count:\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"movie\":\"Thunivu\"}})\n",
    "        elif V_count>T_count:\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"movie\":\"Varisu\"}})\n",
    "        elif V_count==T_count:\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"movie\":\"Thunivu & Varisu\"}})\n",
    "        else:\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"movie\":None}})  \n",
    "        \n",
    "        # Tweet_Type analysis:\n",
    "        \n",
    "        blob = TextBlob(text)\n",
    "        text_type=blob.sentiment.polarity\n",
    "        if text_type>0:\n",
    "            #positive\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Positive\"}})\n",
    "        elif text_type<0:\n",
    "            #negative\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Negative\"}})\n",
    "        else:\n",
    "            #neutral\n",
    "            Temp_collection.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Neutral\"}})\n",
    "            \n",
    "        # ADDING Coordinates to tweet with place:\n",
    "        try:\n",
    "            place= i.get('user', None)\n",
    "            if place is not None:\n",
    "                place = place.get('location', None)\n",
    "            if place is not None:\n",
    "                coordinate=get_coordinate(place)\n",
    "                Temp_collection.update_one({'id':_id}, {'$set':{'coordinates':coordinate}})\n",
    "\n",
    "        except:\n",
    "            pass\n",
    "        \n",
    "    except:\n",
    "        pass\n",
    "    tweet_count+=1\n",
    "    if tweet_count%5==0:\n",
    "        print(\"Tweet_Count:\",tweet_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bc875511-1302-41bf-ad8e-214b62731f06",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "bc875511-1302-41bf-ad8e-214b62731f06",
    "outputId": "58babb01-477c-40e8-b4bf-e3df8e347d4f",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "User_Name:  HVinoth \n",
      "Movie:  Thunivu \n",
      " Tweet:   #Thunivu in theatres worldwide from tomorrow💥\n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/Z6cnxa60am \n",
      "\n",
      "\n",
      "User_Name:  Cinema Calendar \n",
      "Movie:  Thunivu \n",
      " Tweet:   #Thunivu in theatres worldwide from tomorrow. \n",
      "\n",
      "#Ajithkumar #HVinoth\n",
      "@boneykapoor @ZeeStudios_ @bayviewprojoffl… https://t.co/9Lk2Rr3r6j \n",
      "\n",
      "\n",
      "User_Name:  DK & AK \n",
      "Movie:  Thunivu \n",
      " Tweet:   #Thunivu #AjithKumar #ThunivuPongal \n",
      "நாளைய தலைப்பு செய்தி;\n",
      "தல அஜித்தின் துணிவு படத்தின் ஆக்ரோஷமான தாக்குதலால் துவண்… https://t.co/pYyJn76svu \n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for i in Temp_collection.find({\"movie\":\"Thunivu\"}).limit(3):\n",
    "    print(\"User_Name: \",i[\"user\"][\"name\"],\"\\n\"\"Movie: \",i[\"movie\"],\"\\n\",\"Tweet:  \",i[\"text\"],\"\\n\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "77092f57-0a97-4304-bd16-06a867729b18",
   "metadata": {
    "id": "77092f57-0a97-4304-bd16-06a867729b18",
    "tags": []
   },
   "outputs": [],
   "source": [
    "# print(Temp_collection.estimated_document_count())\n",
    "# print(movie_TV.estimated_document_count())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bfcf65ac-a42c-4ecd-b046-059c12b03f28",
   "metadata": {
    "id": "bfcf65ac-a42c-4ecd-b046-059c12b03f28"
   },
   "outputs": [],
   "source": [
    "# pipeline = [ {\"$match\": {}},{\"$out\": \"movie_TV_1\"},]\n",
    "# movie_TV.aggregate(pipeline)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ed5438f8-3c77-4b03-a22c-8023a4c0c453",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "ed5438f8-3c77-4b03-a22c-8023a4c0c453",
    "outputId": "65c01856-ebfb-476a-b51f-0394979eb576",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10\n",
      "40026\n",
      "40026\n"
     ]
    }
   ],
   "source": [
    "print(Temp_collection.estimated_document_count())\n",
    "print(movie_TV.estimated_document_count())\n",
    "print(movie_TV_1.estimated_document_count())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2031608f-313d-436a-9613-cfafee87cb13",
   "metadata": {
    "id": "2031608f-313d-436a-9613-cfafee87cb13"
   },
   "source": [
    "### Data streaming with Search Tweet API in FOR loop with more Coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "84008144-b566-40f8-bd92-f4f049582823",
   "metadata": {
    "id": "84008144-b566-40f8-bd92-f4f049582823",
    "tags": []
   },
   "outputs": [],
   "source": [
    "Coordinate= Coordinates[\"Andhra_Pradesh\"]\n",
    "count=100\n",
    "q_list=[\"varisu\",\"thunivu\"]\n",
    "for q in q_list:\n",
    "    for geo_i,geo in enumerate(Coordinate):   \n",
    "        search_results = api.search_tweets( count=count,q=q,geocode=geo)\n",
    "        tweet_count=0\n",
    "        for i in search_results:\n",
    "            try : \n",
    "                movie_TV.insert_one(i._json) \n",
    "                tweet_count=tweet_count+1\n",
    "            except : \n",
    "                pass\n",
    "        print(\"\\n\\nCoordinate:\",geo_i,\", tweet_count:\",tweet_count,\"\\n\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1f21ea9a-ba00-45bd-828f-66d0684e2d48",
   "metadata": {
    "id": "1f21ea9a-ba00-45bd-828f-66d0684e2d48"
   },
   "outputs": [],
   "source": [
    "tweet_count=0\n",
    "for i in movie_TV.find():\n",
    "    T_count=0\n",
    "    V_count=0\n",
    "    try:\n",
    "        text = i.get('text', None)\n",
    "        _id = i['id']\n",
    "        V_count=text.count(\"varisu\")+text.count(\"Varisu\")+text.count(\"VARISU\")\n",
    "        T_count=text.count(\"thunivu\")+text.count(\"Thunivu\")+text.count(\"THUNIVU\")\n",
    "        if T_count>V_count:\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"movie\":\"Thunivu\"}})\n",
    "        elif V_count>T_count:\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"movie\":\"Varisu\"}})\n",
    "        elif V_count==T_count:\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"movie\":\"Thunivu & Varisu\"}})\n",
    "        else:\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"movie\":None}})  \n",
    "        \n",
    "        # Tweet_Type analysis:\n",
    "        \n",
    "        blob = TextBlob(text)\n",
    "        text_type=blob.sentiment.polarity\n",
    "        if text_type>0:\n",
    "            #positive\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Positive\"}})\n",
    "        elif text_type<0:\n",
    "            #negative\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Negative\"}})\n",
    "        else:\n",
    "            #neutral\n",
    "            movie_TV.update_one({'id': _id}, {'$set':{\"Tweet_Type\":\"Neutral\"}})\n",
    "            \n",
    "        # ADDING Coordinates to tweet with place:\n",
    "        try:\n",
    "            place= i.get('user', None)\n",
    "            if place is not None:\n",
    "                place = place.get('location', None)\n",
    "            if place is not None:\n",
    "                coordinate=get_coordinate(place)\n",
    "                movie_TV.update_one({'id':_id}, {'$set':{'coordinates':coordinate}})\n",
    "\n",
    "        except:\n",
    "            pass\n",
    "        \n",
    "    except:\n",
    "        pass\n",
    "    tweet_count+=1\n",
    "    if tweet_count%50==0:\n",
    "        print(\"Tweet_Count:\",tweet_count)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1bf9cefc-7837-4ce0-bf45-71ed31e54843",
   "metadata": {
    "id": "1bf9cefc-7837-4ce0-bf45-71ed31e54843"
   },
   "source": [
    "# Queries from movie_TV DataBase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "fa4e42e4-48b4-4fab-96a6-3a900f271289",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "collapsed": true,
    "id": "fa4e42e4-48b4-4fab-96a6-3a900f271289",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "61d660df-3f39-45d5-8b66-990cc9e4a9ce",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "{'_id': ObjectId('63ba914476cfd2f2afae1000'), 'created_at': 'Sun Jan 08 08:32:21 +0000 2023', 'id': 1612004266482479107, 'id_str': '1612004266482479107', 'text': '#Varisu which type promotion u admire. #VarisuTralier #VarisuFromJan11 #VarisuBooking #ThunivuBookings #thunivu… https://t.co/viwNAKBJxW', 'truncated': True, 'entities': {'hashtags': [{'text': 'Varisu', 'indices': [0, 7]}, {'text': 'VarisuTralier', 'indices': [39, 53]}, {'text': 'VarisuFromJan11', 'indices': [54, 70]}, {'text': 'VarisuBooking', 'indices': [71, 85]}, {'text': 'ThunivuBookings', 'indices': [86, 102]}, {'text': 'thunivu', 'indices': [103, 111]}], 'symbols': [], 'user_mentions': [], 'urls': [{'url': 'https://t.co/viwNAKBJxW', 'expanded_url': 'https://twitter.com/i/web/status/1612004266482479107', 'display_url': 'twitter.com/i/web/status/1…', 'indices': [113, 136]}]}, 'metadata': {'iso_language_code': 'en', 'result_type': 'recent'}, 'source': '<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 1598221927142727680, 'id_str': '1598221927142727680', 'name': 'vigyboss', 'screen_name': 'vigyboss3', 'location': 'Tirunelveli', 'description': 'Be true and Be honest.', 'url': None, 'entities': {'description': {'urls': []}}, 'protected': False, 'followers_count': 2, 'friends_count': 0, 'listed_count': 0, 'created_at': 'Thu Dec 01 07:46:25 +0000 2022', 'favourites_count': 94, 'utc_offset': None, 'time_zone': None, 'geo_enabled': False, 'verified': False, 'statuses_count': 205, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': 'F5F8FA', 'profile_background_image_url': None, 'profile_background_image_url_https': None, 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1598223039098822656/ZF61f1t__normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1598223039098822656/ZF61f1t__normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/1598221927142727680/1669881054', 'profile_link_color': '1DA1F2', 'profile_sidebar_border_color': 'C0DEED', 'profile_sidebar_fill_color': 'DDEEF6', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': True, 'default_profile': True, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': [8.7012203, 77.5792694], 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 0, 'favorite_count': 0, 'favorited': False, 'retweeted': False, 'lang': 'en', 'movie': 'Varisu', 'Tweet_Type': 'Neutral'}\n",
      "{'_id': ObjectId('63ba914476cfd2f2afae1003'), 'created_at': 'Sun Jan 08 08:24:26 +0000 2023', 'id': 1612002276444614658, 'id_str': '1612002276444614658', 'text': 'Back to Back FDFS Show #ThunivuFDFS #VarisuFDFS #ThalaThalapathy #ThalaThalapathyPongal @KSPSCinemas_ #thunivu… https://t.co/4GfpcKPJUC', 'truncated': True, 'entities': {'hashtags': [{'text': 'ThunivuFDFS', 'indices': [23, 35]}, {'text': 'VarisuFDFS', 'indices': [36, 47]}, {'text': 'ThalaThalapathy', 'indices': [48, 64]}, {'text': 'ThalaThalapathyPongal', 'indices': [65, 87]}, {'text': 'thunivu', 'indices': [102, 110]}], 'symbols': [], 'user_mentions': [{'screen_name': 'KSPSCinemas_', 'name': 'KSPS CINEMAS', 'id': 1177992441409880064, 'id_str': '1177992441409880064', 'indices': [88, 101]}], 'urls': [{'url': 'https://t.co/4GfpcKPJUC', 'expanded_url': 'https://twitter.com/i/web/status/1612002276444614658', 'display_url': 'twitter.com/i/web/status/1…', 'indices': [112, 135]}]}, 'metadata': {'iso_language_code': 'en', 'result_type': 'recent'}, 'source': '<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 940994504340860928, 'id_str': '940994504340860928', 'name': 'vivekanandan', 'screen_name': 'vivekanand_69', 'location': 'Thoothukkudi, India', 'description': '🎬box office collection , 🎥 Collection monitoring ,🎞️ Theatre supervising over TN ...,RAATCHASI,NKP,COMALI,SMP,ASURAN,KAITHI,HERO,MASTER,SULTHAN,KARNAN,DOCTOR', 'url': None, 'entities': {'description': {'urls': []}}, 'protected': False, 'followers_count': 41, 'friends_count': 782, 'listed_count': 0, 'created_at': 'Wed Dec 13 17:19:07 +0000 2017', 'favourites_count': 1376, 'utc_offset': None, 'time_zone': None, 'geo_enabled': True, 'verified': False, 'statuses_count': 85, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': 'F5F8FA', 'profile_background_image_url': None, 'profile_background_image_url_https': None, 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1380950387381837826/ZZ-xnOJG_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1380950387381837826/ZZ-xnOJG_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/940994504340860928/1601791135', 'profile_link_color': '1DA1F2', 'profile_sidebar_border_color': 'C0DEED', 'profile_sidebar_fill_color': 'DDEEF6', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': True, 'default_profile': True, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': [8.756745200000001, 78.07975266019861], 'place': {'id': '562f04018a6367b1', 'url': 'https://api.twitter.com/1.1/geo/id/562f04018a6367b1.json', 'place_type': 'city', 'name': 'Thoothukkudi', 'full_name': 'Thoothukkudi, India', 'country_code': 'IN', 'country': 'India', 'contained_within': [], 'bounding_box': {'type': 'Polygon', 'coordinates': [[[77.922296, 8.65743], [78.205922, 8.65743], [78.205922, 8.851931], [77.922296, 8.851931]]]}, 'attributes': {}}, 'contributors': None, 'is_quote_status': False, 'retweet_count': 0, 'favorite_count': 0, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'lang': 'en', 'movie': 'Thunivu', 'Tweet_Type': 'Neutral'}\n",
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      "{'_id': ObjectId('63baa1eb76cfd2f2afae10ec'), 'created_at': 'Sun Jan 08 06:36:34 +0000 2023', 'id': 1611975127742447620, 'id_str': '1611975127742447620', 'text': 'Watching #kalaignartv #HVinoth interview #ThunivuFromJan11 #thunivu https://t.co/eX3vhGbmgy', 'truncated': False, 'entities': {'hashtags': [{'text': 'kalaignartv', 'indices': [9, 21]}, {'text': 'HVinoth', 'indices': [22, 30]}, {'text': 'ThunivuFromJan11', 'indices': [41, 58]}, {'text': 'thunivu', 'indices': [59, 67]}], 'symbols': [], 'user_mentions': [], 'urls': [], 'media': [{'id': 1611975111824883718, 'id_str': '1611975111824883718', 'indices': [68, 91], 'media_url': 'http://pbs.twimg.com/media/Fl7i0tcXwAYHIgU.jpg', 'media_url_https': 'https://pbs.twimg.com/media/Fl7i0tcXwAYHIgU.jpg', 'url': 'https://t.co/eX3vhGbmgy', 'display_url': 'pic.twitter.com/eX3vhGbmgy', 'expanded_url': 'https://twitter.com/Sakthi62812169/status/1611975127742447620/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 922, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 540, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 306, 'h': 680, 'resize': 'fit'}}}]}, 'extended_entities': {'media': [{'id': 1611975111824883718, 'id_str': '1611975111824883718', 'indices': [68, 91], 'media_url': 'http://pbs.twimg.com/media/Fl7i0tcXwAYHIgU.jpg', 'media_url_https': 'https://pbs.twimg.com/media/Fl7i0tcXwAYHIgU.jpg', 'url': 'https://t.co/eX3vhGbmgy', 'display_url': 'pic.twitter.com/eX3vhGbmgy', 'expanded_url': 'https://twitter.com/Sakthi62812169/status/1611975127742447620/photo/1', 'type': 'photo', 'sizes': {'thumb': {'w': 150, 'h': 150, 'resize': 'crop'}, 'large': {'w': 922, 'h': 2048, 'resize': 'fit'}, 'medium': {'w': 540, 'h': 1200, 'resize': 'fit'}, 'small': {'w': 306, 'h': 680, 'resize': 'fit'}}}]}, 'metadata': {'iso_language_code': 'en', 'result_type': 'recent'}, 'source': '<a href=\"http://twitter.com/download/android\" rel=\"nofollow\">Twitter for Android</a>', 'in_reply_to_status_id': None, 'in_reply_to_status_id_str': None, 'in_reply_to_user_id': None, 'in_reply_to_user_id_str': None, 'in_reply_to_screen_name': None, 'user': {'id': 1070540104026836992, 'id_str': '1070540104026836992', 'name': 'Sakthi krish 🇮🇳', 'screen_name': 'Sakthi62812169', 'location': 'tirunelveli india ', 'description': 'being human. humanity is our religion. hindu muslim Christian there is no seperate religion🙏🙏', 'url': None, 'entities': {'description': {'urls': []}}, 'protected': False, 'followers_count': 557, 'friends_count': 1050, 'listed_count': 0, 'created_at': 'Thu Dec 06 04:47:05 +0000 2018', 'favourites_count': 87346, 'utc_offset': None, 'time_zone': None, 'geo_enabled': False, 'verified': False, 'statuses_count': 5744, 'lang': None, 'contributors_enabled': False, 'is_translator': False, 'is_translation_enabled': False, 'profile_background_color': 'F5F8FA', 'profile_background_image_url': None, 'profile_background_image_url_https': None, 'profile_background_tile': False, 'profile_image_url': 'http://pbs.twimg.com/profile_images/1543783875842916354/rU4q3Slu_normal.jpg', 'profile_image_url_https': 'https://pbs.twimg.com/profile_images/1543783875842916354/rU4q3Slu_normal.jpg', 'profile_banner_url': 'https://pbs.twimg.com/profile_banners/1070540104026836992/1638777691', 'profile_link_color': '1DA1F2', 'profile_sidebar_border_color': 'C0DEED', 'profile_sidebar_fill_color': 'DDEEF6', 'profile_text_color': '333333', 'profile_use_background_image': True, 'has_extended_profile': True, 'default_profile': True, 'default_profile_image': False, 'following': False, 'follow_request_sent': False, 'notifications': False, 'translator_type': 'none', 'withheld_in_countries': []}, 'geo': None, 'coordinates': [8.7012203, 77.5792694], 'place': None, 'contributors': None, 'is_quote_status': False, 'retweet_count': 9, 'favorite_count': 36, 'favorited': False, 'retweeted': False, 'possibly_sensitive': False, 'lang': 'en', 'movie': 'Thunivu', 'Tweet_Type': 'Neutral'}\n"
     ]
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"text\": {\"$regex\": \"thunivu\"}}).limit(10)\n",
    "for i in tweets:\n",
    "  print(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2870721a-3cd1-417f-93e2-13c886da5a5b",
   "metadata": {
    "collapsed": true,
    "id": "2870721a-3cd1-417f-93e2-13c886da5a5b",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "9adf2e01-7f2c-4619-86d7-827c1b4650b4",
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
       "      <th>id_str</th>\n",
       "      <th>text</th>\n",
       "      <th>truncated</th>\n",
       "      <th>entities</th>\n",
       "      <th>metadata</th>\n",
       "      <th>source</th>\n",
       "      <th>in_reply_to_status_id</th>\n",
       "      <th>...</th>\n",
       "      <th>place</th>\n",
       "      <th>contributors</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>favorited</th>\n",
       "      <th>retweeted</th>\n",
       "      <th>lang</th>\n",
       "      <th>movie</th>\n",
       "      <th>Tweet_Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63ba914176cfd2f2afae0ff4</td>\n",
       "      <td>Sun Jan 08 09:15:47 +0000 2023</td>\n",
       "      <td>1612015197287514112</td>\n",
       "      <td>1612015197287514112</td>\n",
       "      <td>@Jarus_Sk @VJViper_jd7 Varisu 10 shows thunivu...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
       "      <td>{'iso_language_code': 'und', 'result_type': 'r...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>1611775780648005632</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
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       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>und</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1 rows × 27 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba914176cfd2f2afae0ff4  Sun Jan 08 09:15:47 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1612015197287514112  1612015197287514112   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  @Jarus_Sk @VJViper_jd7 Varisu 10 shows thunivu...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "\n",
       "                                              source  in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...    1611775780648005632   \n",
       "\n",
       "   ... place  contributors is_quote_status retweet_count favorite_count  \\\n",
       "0  ...  None          None           False             0              0   \n",
       "\n",
       "  favorited retweeted lang             movie  Tweet_Type  \n",
       "0     False     False  und  Thunivu & Varisu     Neutral  \n",
       "\n",
       "[1 rows x 27 columns]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = movie_TV.find({\"text\": {\"$regex\": \"thunivu\"}}).limit(1)\n",
    "tweet_df = pd.DataFrame(list(data))\n",
    "tweet_df[:1] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61117391-12e5-4867-b944-37912c79027f",
   "metadata": {
    "id": "61117391-12e5-4867-b944-37912c79027f"
   },
   "source": [
    "### 1.**To find all tweets that contain a specific keyword** "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2a181b6-5111-43cd-89d3-cff27c5beb0f",
   "metadata": {
    "id": "b2a181b6-5111-43cd-89d3-cff27c5beb0f",
    "outputId": "d10db73c-b484-478c-d16c-e057f788e91d",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
       "      <th>id_str</th>\n",
       "      <th>text</th>\n",
       "      <th>truncated</th>\n",
       "      <th>entities</th>\n",
       "      <th>metadata</th>\n",
       "      <th>source</th>\n",
       "      <th>in_reply_to_status_id</th>\n",
       "      <th>...</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>favorited</th>\n",
       "      <th>retweeted</th>\n",
       "      <th>lang</th>\n",
       "      <th>movie</th>\n",
       "      <th>Tweet_Type</th>\n",
       "      <th>extended_entities</th>\n",
       "      <th>possibly_sensitive</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63ba914076cfd2f2afae0ff0</td>\n",
       "      <td>Sun Jan 08 09:40:11 +0000 2023</td>\n",
       "      <td>1612021339371732992</td>\n",
       "      <td>1612021339371732992</td>\n",
       "      <td>@Ajith_outlook @BhuviZk @rameshlaus Avan aa po...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
       "      <td>{'iso_language_code': 'et', 'result_type': 're...</td>\n",
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       "      <td>1.612017e+18</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>False</td>\n",
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       "      <td>et</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>63ba914576cfd2f2afae1007</td>\n",
       "      <td>Sun Jan 08 07:32:17 +0000 2023</td>\n",
       "      <td>1611989152790380544</td>\n",
       "      <td>1611989152790380544</td>\n",
       "      <td>@AJITH__AFC Rajini mentioned varisu .....enga ...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
       "      <td>{'iso_language_code': 'et', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>1.610994e+18</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
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       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>et</td>\n",
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       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63ba914776cfd2f2afae100e</td>\n",
       "      <td>Sun Jan 08 06:28:49 +0000 2023</td>\n",
       "      <td>1611973180536803330</td>\n",
       "      <td>1611973180536803330</td>\n",
       "      <td>After #VarisuTralier which movie u feel? #Vari...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'VarisuTralier', 'indic...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63ba914876cfd2f2afae1014</td>\n",
       "      <td>Sun Jan 08 05:55:30 +0000 2023</td>\n",
       "      <td>1611964795259064322</td>\n",
       "      <td>1611964795259064322</td>\n",
       "      <td>Emotional edit uh 🥺❤️🫂\\n@actorvijay \\n\\n#Varis...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'VarisuFDFS', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1611964703365906433, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63ba914a76cfd2f2afae101a</td>\n",
       "      <td>Sun Jan 08 05:37:16 +0000 2023</td>\n",
       "      <td>1611960206325583872</td>\n",
       "      <td>1611960206325583872</td>\n",
       "      <td>Udhay na Udhay na appdinu sombu thookkuna Thal...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [7...</td>\n",
       "      <td>{'iso_language_code': 'in', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>in</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba914076cfd2f2afae0ff0  Sun Jan 08 09:40:11 +0000 2023   \n",
       "1  63ba914576cfd2f2afae1007  Sun Jan 08 07:32:17 +0000 2023   \n",
       "2  63ba914776cfd2f2afae100e  Sun Jan 08 06:28:49 +0000 2023   \n",
       "3  63ba914876cfd2f2afae1014  Sun Jan 08 05:55:30 +0000 2023   \n",
       "4  63ba914a76cfd2f2afae101a  Sun Jan 08 05:37:16 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1612021339371732992  1612021339371732992   \n",
       "1  1611989152790380544  1611989152790380544   \n",
       "2  1611973180536803330  1611973180536803330   \n",
       "3  1611964795259064322  1611964795259064322   \n",
       "4  1611960206325583872  1611960206325583872   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  @Ajith_outlook @BhuviZk @rameshlaus Avan aa po...       True   \n",
       "1  @AJITH__AFC Rajini mentioned varisu .....enga ...      False   \n",
       "2  After #VarisuTralier which movie u feel? #Vari...      False   \n",
       "3  Emotional edit uh 🥺❤️🫂\\n@actorvijay \\n\\n#Varis...      False   \n",
       "4  Udhay na Udhay na appdinu sombu thookkuna Thal...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "1  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "2  {'hashtags': [{'text': 'VarisuTralier', 'indic...   \n",
       "3  {'hashtags': [{'text': 'VarisuFDFS', 'indices'...   \n",
       "4  {'hashtags': [{'text': 'varisu', 'indices': [7...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'et', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'et', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'in', 'result_type': 're...   \n",
       "\n",
       "                                              source  in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...           1.612017e+18   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...           1.610994e+18   \n",
       "2  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "3  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "4  <a href=\"http://twitter.com/download/iphone\" r...                    NaN   \n",
       "\n",
       "   ... is_quote_status  retweet_count favorite_count favorited retweeted lang  \\\n",
       "0  ...           False              0              0     False     False   et   \n",
       "1  ...           False              0              0     False     False   et   \n",
       "2  ...           False              1              1     False     False   en   \n",
       "3  ...           False              3              5     False     False   en   \n",
       "4  ...           False              0              1     False     False   in   \n",
       "\n",
       "    movie Tweet_Type                                  extended_entities  \\\n",
       "0  Varisu    Neutral                                                NaN   \n",
       "1  Varisu    Neutral                                                NaN   \n",
       "2  Varisu    Neutral                                                NaN   \n",
       "3  Varisu    Neutral  {'media': [{'id': 1611964703365906433, 'id_str...   \n",
       "4  Varisu    Neutral                                                NaN   \n",
       "\n",
       "   possibly_sensitive  \n",
       "0                 NaN  \n",
       "1                 NaN  \n",
       "2                 NaN  \n",
       "3               False  \n",
       "4                 NaN  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "keyword = \"varisu\"\n",
    "tweets = movie_TV.find({\"text\": {\"$regex\": keyword}}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b458937-db64-4c4d-9a02-797b62de7fc2",
   "metadata": {
    "id": "6b458937-db64-4c4d-9a02-797b62de7fc2"
   },
   "source": [
    "### **2.\tTo find all tweets that were created by a specific user**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b622c9b6-2917-412d-a186-3cd63351a385",
   "metadata": {
    "id": "b622c9b6-2917-412d-a186-3cd63351a385",
    "outputId": "ea9a560a-d338-4cfb-8308-73261ee39ee1",
    "tags": []
   },
   "outputs": [
    {
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       "      <td>63bab220bf318fc993cd0048</td>\n",
       "      <td>Medavakkam #Kumaran - A single screen in Cheng...</td>\n",
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       "      <th>1</th>\n",
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       "      <td>63bab2bfbf318fc993cd01e4</td>\n",
       "      <td>Medavakkam #Kumaran - A single screen in Cheng...</td>\n",
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       "      <td>Medavakkam #Kumaran - A single screen in Cheng...</td>\n",
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       "      <td>63bab426bf318fc993cd05d4</td>\n",
       "      <td>Medavakkam #Kumaran - A single screen in Cheng...</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>63bab494bf318fc993cd0698</td>\n",
       "      <td>Medavakkam #Kumaran - A single screen in Cheng...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>63bab640bf318fc993cd0cb0</td>\n",
       "      <td>Good interview of #Thunivu Dir #HVinoth by @it...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>63bafa98a417b0619f3fd769</td>\n",
       "      <td>#Thunivu in Kerala.. Excellent promotions by f...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>63bafac5a417b0619f3fd835</td>\n",
       "      <td>#Thunivu in Kerala.. Excellent promotions by f...</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>63bafafca417b0619f3fd8fd</td>\n",
       "      <td>#Thunivu in Kerala.. Excellent promotions by f...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                                               text\n",
       "0  63bab220bf318fc993cd0048  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "1  63bab23bbf318fc993cd00c6  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "2  63bab2bfbf318fc993cd01e4  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "3  63bab31fbf318fc993cd02ae  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "4  63bab426bf318fc993cd05d4  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "5  63bab494bf318fc993cd0698  Medavakkam #Kumaran - A single screen in Cheng...\n",
       "6  63bab640bf318fc993cd0cb0  Good interview of #Thunivu Dir #HVinoth by @it...\n",
       "7  63bafa98a417b0619f3fd769  #Thunivu in Kerala.. Excellent promotions by f...\n",
       "8  63bafac5a417b0619f3fd835  #Thunivu in Kerala.. Excellent promotions by f...\n",
       "9  63bafafca417b0619f3fd8fd  #Thunivu in Kerala.. Excellent promotions by f..."
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "username = \"rameshlaus\"\n",
    "tweets = movie_TV.find({\"user.screen_name\": username},{\"text\":1,})\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1bf44332-d6c7-41cd-9770-bb89fe241ad6",
   "metadata": {
    "id": "1bf44332-d6c7-41cd-9770-bb89fe241ad6",
    "tags": []
   },
   "source": [
    "## **3.\tTo find all tweets that contain a specific hashtag:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "523059d0-1082-47fe-ac5e-8f6be27c84c5",
   "metadata": {
    "id": "523059d0-1082-47fe-ac5e-8f6be27c84c5",
    "outputId": "295b7d30-6569-4260-d6bb-b64352cd5b0b",
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    {
     "data": {
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       "      <th>quoted_status_id_str</th>\n",
       "      <th>quoted_status</th>\n",
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       "      <th>0</th>\n",
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       "      <td>1611973180536803330</td>\n",
       "      <td>1611973180536803330</td>\n",
       "      <td>After #VarisuTralier which movie u feel? #Vari...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'VarisuTralier', 'indic...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
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       "      <td>Neutral</td>\n",
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       "      <td>Sun Jan 08 05:55:30 +0000 2023</td>\n",
       "      <td>1611964795259064322</td>\n",
       "      <td>1611964795259064322</td>\n",
       "      <td>Emotional edit uh 🥺❤️🫂\\n@actorvijay \\n\\n#Varis...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'VarisuFDFS', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
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       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1611964703365906433, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63ba914a76cfd2f2afae101a</td>\n",
       "      <td>Sun Jan 08 05:37:16 +0000 2023</td>\n",
       "      <td>1611960206325583872</td>\n",
       "      <td>1611960206325583872</td>\n",
       "      <td>Udhay na Udhay na appdinu sombu thookkuna Thal...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [7...</td>\n",
       "      <td>{'iso_language_code': 'in', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>in</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63ba915976cfd2f2afae1059</td>\n",
       "      <td>Sun Jan 08 09:01:13 +0000 2023</td>\n",
       "      <td>1612011531142823937</td>\n",
       "      <td>1612011531142823937</td>\n",
       "      <td>#ThalapathyVijay dialogues then and now!😎\\n#va...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'ThalapathyVijay', 'ind...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1612011448829632513, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63ba915d76cfd2f2afae106b</td>\n",
       "      <td>Sun Jan 08 05:37:56 +0000 2023</td>\n",
       "      <td>1611960373778984962</td>\n",
       "      <td>1611960373778984962</td>\n",
       "      <td>Meet THE Boss’s family in 3 days in theatres n...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': '3DaysForVarisu', 'indi...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Positive</td>\n",
       "      <td>{'media': [{'id': 1611960358314606598, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>63ba916676cfd2f2afae1091</td>\n",
       "      <td>Sat Jan 07 18:27:46 +0000 2023</td>\n",
       "      <td>1611791719372312576</td>\n",
       "      <td>1611791719372312576</td>\n",
       "      <td>#Gudiyatham Sakthi Cinemas opend online bookin...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Gudiyatham', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>63ba916a76cfd2f2afae109f</td>\n",
       "      <td>Sat Jan 07 17:25:38 +0000 2023</td>\n",
       "      <td>1611776085641031684</td>\n",
       "      <td>1611776085641031684</td>\n",
       "      <td>Sikiram bookings open panra deeiii😭🔥 @BabuCine...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'VarisuBookings', 'indi...</td>\n",
       "      <td>{'iso_language_code': 'de', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>de</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1611776077533417474, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>63ba916b76cfd2f2afae10a4</td>\n",
       "      <td>Sat Jan 07 17:05:40 +0000 2023</td>\n",
       "      <td>1611771059748978689</td>\n",
       "      <td>1611771059748978689</td>\n",
       "      <td>Apadiye enakku oru ticket podungae yaaw 🤧🙏 #th...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'thala', 'indices': [43...</td>\n",
       "      <td>{'iso_language_code': 'in', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>in</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Positive</td>\n",
       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>63ba916e76cfd2f2afae10af</td>\n",
       "      <td>Sat Jan 07 16:50:58 +0000 2023</td>\n",
       "      <td>1611767358393290753</td>\n",
       "      <td>1611767358393290753</td>\n",
       "      <td>🔥❤️‍🔥 🤣\\n#varisu #Thunivu https://t.co/vmZU4Vpzsr</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [8...</td>\n",
       "      <td>{'iso_language_code': 'und', 'result_type': 'r...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>und</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1611767267909603328, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>63ba916f76cfd2f2afae10b5</td>\n",
       "      <td>Sat Jan 07 15:05:53 +0000 2023</td>\n",
       "      <td>1611740916443926529</td>\n",
       "      <td>1611740916443926529</td>\n",
       "      <td>#varisu Promotion In Uk🔥👌\\n\\n@actorvijay https...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [0...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1611740866670133249, 'id_str...</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba914776cfd2f2afae100e  Sun Jan 08 06:28:49 +0000 2023   \n",
       "1  63ba914876cfd2f2afae1014  Sun Jan 08 05:55:30 +0000 2023   \n",
       "2  63ba914a76cfd2f2afae101a  Sun Jan 08 05:37:16 +0000 2023   \n",
       "3  63ba915976cfd2f2afae1059  Sun Jan 08 09:01:13 +0000 2023   \n",
       "4  63ba915d76cfd2f2afae106b  Sun Jan 08 05:37:56 +0000 2023   \n",
       "5  63ba916676cfd2f2afae1091  Sat Jan 07 18:27:46 +0000 2023   \n",
       "6  63ba916a76cfd2f2afae109f  Sat Jan 07 17:25:38 +0000 2023   \n",
       "7  63ba916b76cfd2f2afae10a4  Sat Jan 07 17:05:40 +0000 2023   \n",
       "8  63ba916e76cfd2f2afae10af  Sat Jan 07 16:50:58 +0000 2023   \n",
       "9  63ba916f76cfd2f2afae10b5  Sat Jan 07 15:05:53 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1611973180536803330  1611973180536803330   \n",
       "1  1611964795259064322  1611964795259064322   \n",
       "2  1611960206325583872  1611960206325583872   \n",
       "3  1612011531142823937  1612011531142823937   \n",
       "4  1611960373778984962  1611960373778984962   \n",
       "5  1611791719372312576  1611791719372312576   \n",
       "6  1611776085641031684  1611776085641031684   \n",
       "7  1611771059748978689  1611771059748978689   \n",
       "8  1611767358393290753  1611767358393290753   \n",
       "9  1611740916443926529  1611740916443926529   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  After #VarisuTralier which movie u feel? #Vari...      False   \n",
       "1  Emotional edit uh 🥺❤️🫂\\n@actorvijay \\n\\n#Varis...      False   \n",
       "2  Udhay na Udhay na appdinu sombu thookkuna Thal...      False   \n",
       "3  #ThalapathyVijay dialogues then and now!😎\\n#va...      False   \n",
       "4  Meet THE Boss’s family in 3 days in theatres n...      False   \n",
       "5  #Gudiyatham Sakthi Cinemas opend online bookin...      False   \n",
       "6  Sikiram bookings open panra deeiii😭🔥 @BabuCine...      False   \n",
       "7  Apadiye enakku oru ticket podungae yaaw 🤧🙏 #th...       True   \n",
       "8  🔥❤️‍🔥 🤣\\n#varisu #Thunivu https://t.co/vmZU4Vpzsr      False   \n",
       "9  #varisu Promotion In Uk🔥👌\\n\\n@actorvijay https...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': 'VarisuTralier', 'indic...   \n",
       "1  {'hashtags': [{'text': 'VarisuFDFS', 'indices'...   \n",
       "2  {'hashtags': [{'text': 'varisu', 'indices': [7...   \n",
       "3  {'hashtags': [{'text': 'ThalapathyVijay', 'ind...   \n",
       "4  {'hashtags': [{'text': '3DaysForVarisu', 'indi...   \n",
       "5  {'hashtags': [{'text': 'Gudiyatham', 'indices'...   \n",
       "6  {'hashtags': [{'text': 'VarisuBookings', 'indi...   \n",
       "7  {'hashtags': [{'text': 'thala', 'indices': [43...   \n",
       "8  {'hashtags': [{'text': 'varisu', 'indices': [8...   \n",
       "9  {'hashtags': [{'text': 'varisu', 'indices': [0...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'in', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "5  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "6  {'iso_language_code': 'de', 'result_type': 're...   \n",
       "7  {'iso_language_code': 'in', 'result_type': 're...   \n",
       "8  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "9  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "\n",
       "                                              source  in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "2  <a href=\"http://twitter.com/download/iphone\" r...                    NaN   \n",
       "3  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "4  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "5  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "6  <a href=\"http://twitter.com/download/iphone\" r...                    NaN   \n",
       "7  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "8  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "9  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "\n",
       "   ... favorited  retweeted lang             movie Tweet_Type  \\\n",
       "0  ...     False      False   en            Varisu    Neutral   \n",
       "1  ...     False      False   en            Varisu    Neutral   \n",
       "2  ...     False      False   in            Varisu    Neutral   \n",
       "3  ...     False      False   en            Varisu    Neutral   \n",
       "4  ...     False      False   en            Varisu   Positive   \n",
       "5  ...     False      False   en  Thunivu & Varisu    Neutral   \n",
       "6  ...     False      False   de            Varisu    Neutral   \n",
       "7  ...     False      False   in  Thunivu & Varisu   Positive   \n",
       "8  ...     False      False  und  Thunivu & Varisu    Neutral   \n",
       "9  ...     False      False   en            Varisu    Neutral   \n",
       "\n",
       "                                   extended_entities possibly_sensitive  \\\n",
       "0                                                NaN                NaN   \n",
       "1  {'media': [{'id': 1611964703365906433, 'id_str...              False   \n",
       "2                                                NaN                NaN   \n",
       "3  {'media': [{'id': 1612011448829632513, 'id_str...              False   \n",
       "4  {'media': [{'id': 1611960358314606598, 'id_str...              False   \n",
       "5                                                NaN                NaN   \n",
       "6  {'media': [{'id': 1611776077533417474, 'id_str...              False   \n",
       "7                                                NaN              False   \n",
       "8  {'media': [{'id': 1611767267909603328, 'id_str...              False   \n",
       "9  {'media': [{'id': 1611740866670133249, 'id_str...              False   \n",
       "\n",
       "  quoted_status_id quoted_status_id_str  quoted_status  \n",
       "0              NaN                  NaN            NaN  \n",
       "1              NaN                  NaN            NaN  \n",
       "2              NaN                  NaN            NaN  \n",
       "3              NaN                  NaN            NaN  \n",
       "4              NaN                  NaN            NaN  \n",
       "5              NaN                  NaN            NaN  \n",
       "6              NaN                  NaN            NaN  \n",
       "7              NaN                  NaN            NaN  \n",
       "8              NaN                  NaN            NaN  \n",
       "9              NaN                  NaN            NaN  \n",
       "\n",
       "[10 rows x 32 columns]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets=movie_TV.find({\"entities.hashtags.text\": \"varisu\"})\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e4564e26-0c1e-4337-8c2b-5501ac92a646",
   "metadata": {
    "id": "e4564e26-0c1e-4337-8c2b-5501ac92a646",
    "tags": []
   },
   "source": [
    "## **4.To find all tweets that have been retweeted more than a certain number of times:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6ef44d61-e5cc-4bce-8d6c-f27d1066297d",
   "metadata": {
    "collapsed": true,
    "id": "6ef44d61-e5cc-4bce-8d6c-f27d1066297d",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "d49a4581-a722-45ae-f998-1e667f730f7e",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
       "      <th>id_str</th>\n",
       "      <th>text</th>\n",
       "      <th>truncated</th>\n",
       "      <th>entities</th>\n",
       "      <th>extended_entities</th>\n",
       "      <th>metadata</th>\n",
       "      <th>source</th>\n",
       "      <th>...</th>\n",
       "      <th>contributors</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
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       "      <th>retweeted</th>\n",
       "      <th>possibly_sensitive</th>\n",
       "      <th>lang</th>\n",
       "      <th>movie</th>\n",
       "      <th>Tweet_Type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63ba914876cfd2f2afae1011</td>\n",
       "      <td>Sun Jan 08 06:23:37 +0000 2023</td>\n",
       "      <td>1611971870290751490</td>\n",
       "      <td>1611971870290751490</td>\n",
       "      <td>3️⃣ DAYS TO GO 😍💥\\n\\n#Varisu #Thalapathy67 @ac...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [1...</td>\n",
       "      <td>{'media': [{'id': 1611971866129993729, 'id_str...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>13</td>\n",
       "      <td>25</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>63ba914876cfd2f2afae1012</td>\n",
       "      <td>Sun Jan 08 06:22:57 +0000 2023</td>\n",
       "      <td>1611971700568248320</td>\n",
       "      <td>1611971700568248320</td>\n",
       "      <td>THE BOSS's Family 😍\\n\\n#Varisu #Thalapathy67 @...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [2...</td>\n",
       "      <td>{'media': [{'id': 1611971694520045569, 'id_str...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>18</td>\n",
       "      <td>51</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63ba914b76cfd2f2afae1021</td>\n",
       "      <td>Sun Jan 08 04:52:30 +0000 2023</td>\n",
       "      <td>1611948940038897664</td>\n",
       "      <td>1611948940038897664</td>\n",
       "      <td>This combo never disappoints us🐐✨\\n#Varisu in ...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [3...</td>\n",
       "      <td>{'media': [{'id': 1611948876247826432, 'id_str...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>14</td>\n",
       "      <td>40</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63ba914c76cfd2f2afae1022</td>\n",
       "      <td>Sun Jan 08 04:51:50 +0000 2023</td>\n",
       "      <td>1611948771352662016</td>\n",
       "      <td>1611948771352662016</td>\n",
       "      <td>#Thunivu Lead in Tamil Nadu Day 1 Pre Sales wi...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Thunivu', 'indices': [...</td>\n",
       "      <td>{'media': [{'id': 1611948762804678656, 'id_str...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>20</td>\n",
       "      <td>50</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>True</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63ba914f76cfd2f2afae1030</td>\n",
       "      <td>Sun Jan 08 04:06:39 +0000 2023</td>\n",
       "      <td>1611937402238676992</td>\n",
       "      <td>1611937402238676992</td>\n",
       "      <td>திருவிழா இனிதே ஆரம்பம்\\n😎🔥 \\n\\n#ThalapathyVija...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'ThalapathyVijay', 'ind...</td>\n",
       "      <td>{'media': [{'id': 1611937309330661377, 'id_str...</td>\n",
       "      <td>{'iso_language_code': 'ta', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>47</td>\n",
       "      <td>124</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>ta</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba914876cfd2f2afae1011  Sun Jan 08 06:23:37 +0000 2023   \n",
       "1  63ba914876cfd2f2afae1012  Sun Jan 08 06:22:57 +0000 2023   \n",
       "2  63ba914b76cfd2f2afae1021  Sun Jan 08 04:52:30 +0000 2023   \n",
       "3  63ba914c76cfd2f2afae1022  Sun Jan 08 04:51:50 +0000 2023   \n",
       "4  63ba914f76cfd2f2afae1030  Sun Jan 08 04:06:39 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1611971870290751490  1611971870290751490   \n",
       "1  1611971700568248320  1611971700568248320   \n",
       "2  1611948940038897664  1611948940038897664   \n",
       "3  1611948771352662016  1611948771352662016   \n",
       "4  1611937402238676992  1611937402238676992   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  3️⃣ DAYS TO GO 😍💥\\n\\n#Varisu #Thalapathy67 @ac...      False   \n",
       "1  THE BOSS's Family 😍\\n\\n#Varisu #Thalapathy67 @...      False   \n",
       "2  This combo never disappoints us🐐✨\\n#Varisu in ...      False   \n",
       "3  #Thunivu Lead in Tamil Nadu Day 1 Pre Sales wi...      False   \n",
       "4  திருவிழா இனிதே ஆரம்பம்\\n😎🔥 \\n\\n#ThalapathyVija...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': 'Varisu', 'indices': [1...   \n",
       "1  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "2  {'hashtags': [{'text': 'Varisu', 'indices': [3...   \n",
       "3  {'hashtags': [{'text': 'Thunivu', 'indices': [...   \n",
       "4  {'hashtags': [{'text': 'ThalapathyVijay', 'ind...   \n",
       "\n",
       "                                   extended_entities  \\\n",
       "0  {'media': [{'id': 1611971866129993729, 'id_str...   \n",
       "1  {'media': [{'id': 1611971694520045569, 'id_str...   \n",
       "2  {'media': [{'id': 1611948876247826432, 'id_str...   \n",
       "3  {'media': [{'id': 1611948762804678656, 'id_str...   \n",
       "4  {'media': [{'id': 1611937309330661377, 'id_str...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'ta', 'result_type': 're...   \n",
       "\n",
       "                                              source  ... contributors  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...  ...         None   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...  ...         None   \n",
       "2  <a href=\"http://twitter.com/download/android\" ...  ...         None   \n",
       "3  <a href=\"http://twitter.com/download/android\" ...  ...         None   \n",
       "4  <a href=\"http://twitter.com/download/android\" ...  ...         None   \n",
       "\n",
       "  is_quote_status retweet_count favorite_count favorited retweeted  \\\n",
       "0           False            13             25     False     False   \n",
       "1           False            18             51     False     False   \n",
       "2           False            14             40     False     False   \n",
       "3           False            20             50     False     False   \n",
       "4           False            47            124     False     False   \n",
       "\n",
       "  possibly_sensitive lang    movie Tweet_Type  \n",
       "0              False   en   Varisu    Neutral  \n",
       "1              False   en   Varisu    Neutral  \n",
       "2              False   en   Varisu    Neutral  \n",
       "3               True   en  Thunivu    Neutral  \n",
       "4              False   ta   Varisu    Neutral  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"retweet_count\": {\"$gt\": 10}}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1544ba6a-78b8-4229-89c1-210c89b3ca82",
   "metadata": {
    "id": "1544ba6a-78b8-4229-89c1-210c89b3ca82"
   },
   "source": [
    "## **5.To find all tweets that are written in a specific language:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5cab40bb-5e61-48f7-a977-c224a4e6a170",
   "metadata": {
    "collapsed": true,
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     "outputs_hidden": true
    },
    "outputId": "b425184b-ffec-4743-e924-2e4824f59209",
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
       "      <th>id_str</th>\n",
       "      <th>text</th>\n",
       "      <th>truncated</th>\n",
       "      <th>entities</th>\n",
       "      <th>metadata</th>\n",
       "      <th>source</th>\n",
       "      <th>in_reply_to_status_id</th>\n",
       "      <th>...</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
       "      <th>favorite_count</th>\n",
       "      <th>favorited</th>\n",
       "      <th>retweeted</th>\n",
       "      <th>possibly_sensitive</th>\n",
       "      <th>lang</th>\n",
       "      <th>movie</th>\n",
       "      <th>Tweet_Type</th>\n",
       "      <th>extended_entities</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63ba913e76cfd2f2afae0fee</td>\n",
       "      <td>Sun Jan 08 09:40:40 +0000 2023</td>\n",
       "      <td>1612021459324633096</td>\n",
       "      <td>1612021459324633096</td>\n",
       "      <td>Now Bookings Open for Both #Thunivu &amp;amp; #Var...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Thunivu', 'indices': [...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
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       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Positive</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>63ba913f76cfd2f2afae0fef</td>\n",
       "      <td>Sun Jan 08 09:40:12 +0000 2023</td>\n",
       "      <td>1612021340546158593</td>\n",
       "      <td>1612021340546158593</td>\n",
       "      <td>Please Support my back up I'd \\n@Vj_Girl2 🌼🤍\\n...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [4...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>{'media': [{'id': 1612021325773803520, 'id_str...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63ba914076cfd2f2afae0ff1</td>\n",
       "      <td>Sun Jan 08 09:26:29 +0000 2023</td>\n",
       "      <td>1612017891813249024</td>\n",
       "      <td>1612017891813249024</td>\n",
       "      <td>Celebrate FDFS With VMI ATTINGAL AREA COMMITTE...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': '3DaysForVarisu', 'indi...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63ba914076cfd2f2afae0ff2</td>\n",
       "      <td>Sun Jan 08 09:22:18 +0000 2023</td>\n",
       "      <td>1612016839248449536</td>\n",
       "      <td>1612016839248449536</td>\n",
       "      <td>#Varisu AGS Booking tonight (All Properties)\\n...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [0...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Positive</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63ba914076cfd2f2afae0ff3</td>\n",
       "      <td>Sun Jan 08 09:16:42 +0000 2023</td>\n",
       "      <td>1612015428192309249</td>\n",
       "      <td>1612015428192309249</td>\n",
       "      <td>3 Tickets available for Varisu 7:50AM Show for...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [9...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>en</td>\n",
       "      <td>Varisu</td>\n",
       "      <td>Positive</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba913e76cfd2f2afae0fee  Sun Jan 08 09:40:40 +0000 2023   \n",
       "1  63ba913f76cfd2f2afae0fef  Sun Jan 08 09:40:12 +0000 2023   \n",
       "2  63ba914076cfd2f2afae0ff1  Sun Jan 08 09:26:29 +0000 2023   \n",
       "3  63ba914076cfd2f2afae0ff2  Sun Jan 08 09:22:18 +0000 2023   \n",
       "4  63ba914076cfd2f2afae0ff3  Sun Jan 08 09:16:42 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1612021459324633096  1612021459324633096   \n",
       "1  1612021340546158593  1612021340546158593   \n",
       "2  1612017891813249024  1612017891813249024   \n",
       "3  1612016839248449536  1612016839248449536   \n",
       "4  1612015428192309249  1612015428192309249   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  Now Bookings Open for Both #Thunivu &amp; #Var...       True   \n",
       "1  Please Support my back up I'd \\n@Vj_Girl2 🌼🤍\\n...      False   \n",
       "2  Celebrate FDFS With VMI ATTINGAL AREA COMMITTE...       True   \n",
       "3  #Varisu AGS Booking tonight (All Properties)\\n...      False   \n",
       "4  3 Tickets available for Varisu 7:50AM Show for...       True   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': 'Thunivu', 'indices': [...   \n",
       "1  {'hashtags': [{'text': 'Varisu', 'indices': [4...   \n",
       "2  {'hashtags': [{'text': '3DaysForVarisu', 'indi...   \n",
       "3  {'hashtags': [{'text': 'Varisu', 'indices': [0...   \n",
       "4  {'hashtags': [{'text': 'Varisu', 'indices': [9...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "\n",
       "                                              source in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "2  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "3  <a href=\"http://twitter.com/download/iphone\" r...                  None   \n",
       "4  <a href=\"http://twitter.com/download/iphone\" r...                  None   \n",
       "\n",
       "   ... is_quote_status retweet_count favorite_count favorited retweeted  \\\n",
       "0  ...           False             1              6     False     False   \n",
       "1  ...           False             1              3     False     False   \n",
       "2  ...           False             2              0     False     False   \n",
       "3  ...           False             1              5     False     False   \n",
       "4  ...           False             0              0     False     False   \n",
       "\n",
       "  possibly_sensitive lang             movie Tweet_Type  \\\n",
       "0              False   en  Thunivu & Varisu   Positive   \n",
       "1              False   en            Varisu    Neutral   \n",
       "2              False   en            Varisu    Neutral   \n",
       "3                NaN   en            Varisu   Positive   \n",
       "4                NaN   en            Varisu   Positive   \n",
       "\n",
       "                                   extended_entities  \n",
       "0                                                NaN  \n",
       "1  {'media': [{'id': 1612021325773803520, 'id_str...  \n",
       "2                                                NaN  \n",
       "3                                                NaN  \n",
       "4                                                NaN  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "language = \"en\"\n",
    "tweets = movie_TV.find({\"lang\": language}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34412b18-62d3-4279-9b96-63057597b62c",
   "metadata": {
    "id": "34412b18-62d3-4279-9b96-63057597b62c"
   },
   "source": [
    "## **6.To find all tweets that are replies to a specific user:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c21ff34e-ac6b-4230-93b4-e1be2d81df51",
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     "outputs_hidden": true
    },
    "outputId": "0d0d8b7e-7b45-452d-d274-93f133e59cb1",
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
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       "      <th>0</th>\n",
       "      <td>63ba914376cfd2f2afae0fff</td>\n",
       "      <td>Sun Jan 08 08:33:38 +0000 2023</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>@actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...</td>\n",
       "      <td>True</td>\n",
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       "      <td>{'iso_language_code': 'ta', 'result_type': 're...</td>\n",
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       "      <td>ta</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>63baaf02bf318fc993ccf76b</td>\n",
       "      <td>Sun Jan 08 11:53:56 +0000 2023</td>\n",
       "      <td>1612054996463529984</td>\n",
       "      <td>1612054996463529984</td>\n",
       "      <td>@actorvijay 's #Varisu \\n@\\n#AjithKumar 's #Th...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [1...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
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       "      <td>6</td>\n",
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       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63baaf18bf318fc993ccf7cf</td>\n",
       "      <td>Sun Jan 08 11:53:56 +0000 2023</td>\n",
       "      <td>1612054996463529984</td>\n",
       "      <td>1612054996463529984</td>\n",
       "      <td>@actorvijay 's #Varisu \\n@\\n#AjithKumar 's #Th...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [1...</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63baafb4bf318fc993ccf958</td>\n",
       "      <td>Sun Jan 08 08:33:38 +0000 2023</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>@actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
       "      <td>{'iso_language_code': 'ta', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>ta</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63bab005bf318fc993ccf9fc</td>\n",
       "      <td>Sun Jan 08 08:33:38 +0000 2023</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>1612004590857388033</td>\n",
       "      <td>@actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
       "      <td>{'iso_language_code': 'ta', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
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       "      <td>9</td>\n",
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       "      <td>False</td>\n",
       "      <td>ta</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "</table>\n",
       "<p>5 rows × 28 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba914376cfd2f2afae0fff  Sun Jan 08 08:33:38 +0000 2023   \n",
       "1  63baaf02bf318fc993ccf76b  Sun Jan 08 11:53:56 +0000 2023   \n",
       "2  63baaf18bf318fc993ccf7cf  Sun Jan 08 11:53:56 +0000 2023   \n",
       "3  63baafb4bf318fc993ccf958  Sun Jan 08 08:33:38 +0000 2023   \n",
       "4  63bab005bf318fc993ccf9fc  Sun Jan 08 08:33:38 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1612004590857388033  1612004590857388033   \n",
       "1  1612054996463529984  1612054996463529984   \n",
       "2  1612054996463529984  1612054996463529984   \n",
       "3  1612004590857388033  1612004590857388033   \n",
       "4  1612004590857388033  1612004590857388033   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  @actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...       True   \n",
       "1  @actorvijay 's #Varisu \\n@\\n#AjithKumar 's #Th...       True   \n",
       "2  @actorvijay 's #Varisu \\n@\\n#AjithKumar 's #Th...       True   \n",
       "3  @actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...       True   \n",
       "4  @actorvijay\\nஇன்று\\nதளபதியாரின் உத்தரவின்படி\\n...       True   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "1  {'hashtags': [{'text': 'Varisu', 'indices': [1...   \n",
       "2  {'hashtags': [{'text': 'Varisu', 'indices': [1...   \n",
       "3  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "4  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'ta', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'ta', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'ta', 'result_type': 're...   \n",
       "\n",
       "                                              source in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "1  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "2  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "3  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "4  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "\n",
       "   ... contributors  is_quote_status retweet_count favorite_count favorited  \\\n",
       "0  ...         None            False             1              8     False   \n",
       "1  ...         None            False             1              6     False   \n",
       "2  ...         None            False             1              6     False   \n",
       "3  ...         None            False             2              9     False   \n",
       "4  ...         None            False             2              9     False   \n",
       "\n",
       "  retweeted possibly_sensitive lang             movie  Tweet_Type  \n",
       "0     False              False   ta  Thunivu & Varisu     Neutral  \n",
       "1     False              False   en  Thunivu & Varisu     Neutral  \n",
       "2     False              False   en               NaN         NaN  \n",
       "3     False              False   ta               NaN         NaN  \n",
       "4     False              False   ta               NaN         NaN  \n",
       "\n",
       "[5 rows x 28 columns]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"in_reply_to_screen_name\": \"actorvijay\"}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f38feb0-d2ce-4c26-9848-5d1995310dc0",
   "metadata": {
    "id": "5f38feb0-d2ce-4c26-9848-5d1995310dc0"
   },
   "source": [
    "## **7.To find all tweets that contain a specific URL:**"
   ]
  },
  {
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   "outputs": [
    {
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       "                        _id                      created_at  \\\n",
       "0  63baf88fa417b0619f3fd0e4  Wed Jan 04 11:37:51 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
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       "0  https://t.co/MEkudkEPJP\\nHere is #VarisuTralie...       True   \n",
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       "0  {'hashtags': [{'text': 'VarisuTralier', 'indic...   \n",
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       "                                              source in_reply_to_status_id  \\\n",
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       "\n",
       "   ... contributors is_quote_status retweet_count favorite_count favorited  \\\n",
       "0  ...         None           False             0              0     False   \n",
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       "  retweeted possibly_sensitive lang   movie  Tweet_Type  \n",
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       "\n",
       "[1 rows x 28 columns]"
      ]
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     "execution_count": 50,
     "metadata": {},
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   "source": [
    "tweets = movie_TV.find({\"entities.urls.expanded_url\": \"https://www.youtube.com/watch?v=9fux9swQ5AQ\"})\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a19c18c-d760-453c-8b76-ac70af87fc87",
   "metadata": {
    "id": "3a19c18c-d760-453c-8b76-ac70af87fc87"
   },
   "source": [
    "## **8.To find all tweets that are marked as sensitive content:**"
   ]
  },
  {
   "cell_type": "code",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63baa1f476cfd2f2afae1112</td>\n",
       "      <td>Sun Jan 08 03:06:29 +0000 2023</td>\n",
       "      <td>1611922261778501633</td>\n",
       "      <td>1611922261778501633</td>\n",
       "      <td>Bookings for AK's #Thunivu FDFS will begin by ...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Thunivu', 'indices': [...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>613</td>\n",
       "      <td>2149</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63baaa45f242a98cabfe4f05</td>\n",
       "      <td>Sun Jan 08 11:30:30 +0000 2023</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'ViralTwins', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'und', 'result_type': 'r...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>und</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63baaa45f242a98cabfe4f06</td>\n",
       "      <td>Sun Jan 08 11:30:05 +0000 2023</td>\n",
       "      <td>1612048994443874305</td>\n",
       "      <td>1612048994443874305</td>\n",
       "      <td>எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [8...</td>\n",
       "      <td>{'iso_language_code': 'et', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>et</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Negative</td>\n",
       "      <td>{'media': [{'id': 1612048823555346432, 'id_str...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba915276cfd2f2afae103e  Sun Jan 08 03:37:31 +0000 2023   \n",
       "1  63baa1f376cfd2f2afae110e  Sun Jan 08 03:37:31 +0000 2023   \n",
       "2  63baa1f476cfd2f2afae1112  Sun Jan 08 03:06:29 +0000 2023   \n",
       "3  63baaa45f242a98cabfe4f05  Sun Jan 08 11:30:30 +0000 2023   \n",
       "4  63baaa45f242a98cabfe4f06  Sun Jan 08 11:30:05 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1611930069035020288  1611930069035020288   \n",
       "1  1611930069035020288  1611930069035020288   \n",
       "2  1611922261778501633  1611922261778501633   \n",
       "3  1612049101444497408  1612049101444497408   \n",
       "4  1612048994443874305  1612048994443874305   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  Online bookings for all #Varisu &amp; #Thunivu...       True   \n",
       "1  Online bookings for all #Varisu &amp; #Thunivu...       True   \n",
       "2  Bookings for AK's #Thunivu FDFS will begin by ...       True   \n",
       "3  அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...       True   \n",
       "4  எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "1  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "2  {'hashtags': [{'text': 'Thunivu', 'indices': [...   \n",
       "3  {'hashtags': [{'text': 'ViralTwins', 'indices'...   \n",
       "4  {'hashtags': [{'text': 'varisu', 'indices': [8...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "4  {'iso_language_code': 'et', 'result_type': 're...   \n",
       "\n",
       "                                              source in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "2  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "3  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "4  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "\n",
       "   ... is_quote_status retweet_count favorite_count favorited retweeted  \\\n",
       "0  ...           False           703           3626     False     False   \n",
       "1  ...           False           724           3842     False     False   \n",
       "2  ...           False           613           2149     False     False   \n",
       "3  ...           False             0              9     False     False   \n",
       "4  ...           False             1              5     False     False   \n",
       "\n",
       "  possibly_sensitive lang             movie Tweet_Type  \\\n",
       "0              False   en  Thunivu & Varisu    Neutral   \n",
       "1              False   en               NaN        NaN   \n",
       "2              False   en           Thunivu    Neutral   \n",
       "3              False  und  Thunivu & Varisu    Neutral   \n",
       "4              False   et  Thunivu & Varisu   Negative   \n",
       "\n",
       "                                   extended_entities  \n",
       "0                                                NaN  \n",
       "1                                                NaN  \n",
       "2                                                NaN  \n",
       "3                                                NaN  \n",
       "4  {'media': [{'id': 1612048823555346432, 'id_str...  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"user.verified\": True}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0fc8c8d3-9a81-4354-b979-2b33fbb0e183",
   "metadata": {
    "id": "0fc8c8d3-9a81-4354-b979-2b33fbb0e183"
   },
   "source": [
    "## **9.To find all tweets that are from a verified user:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2d66068e-a4c8-47f6-bd72-f53050860957",
   "metadata": {
    "collapsed": true,
    "id": "2d66068e-a4c8-47f6-bd72-f53050860957",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "277c338e-beae-422f-a74c-bfadfe43587c",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>_id</th>\n",
       "      <th>created_at</th>\n",
       "      <th>id</th>\n",
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       "      <th>truncated</th>\n",
       "      <th>entities</th>\n",
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       "      <th>in_reply_to_status_id</th>\n",
       "      <th>...</th>\n",
       "      <th>is_quote_status</th>\n",
       "      <th>retweet_count</th>\n",
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       "      <th>extended_entities</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>63ba915276cfd2f2afae103e</td>\n",
       "      <td>Sun Jan 08 03:37:31 +0000 2023</td>\n",
       "      <td>1611930069035020288</td>\n",
       "      <td>1611930069035020288</td>\n",
       "      <td>Online bookings for all #Varisu &amp;amp; #Thunivu...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [2...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>703</td>\n",
       "      <td>3626</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>63baa1f376cfd2f2afae110e</td>\n",
       "      <td>Sun Jan 08 03:37:31 +0000 2023</td>\n",
       "      <td>1611930069035020288</td>\n",
       "      <td>1611930069035020288</td>\n",
       "      <td>Online bookings for all #Varisu &amp;amp; #Thunivu...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Varisu', 'indices': [2...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>724</td>\n",
       "      <td>3842</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>63baa1f476cfd2f2afae1112</td>\n",
       "      <td>Sun Jan 08 03:06:29 +0000 2023</td>\n",
       "      <td>1611922261778501633</td>\n",
       "      <td>1611922261778501633</td>\n",
       "      <td>Bookings for AK's #Thunivu FDFS will begin by ...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Thunivu', 'indices': [...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>613</td>\n",
       "      <td>2149</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>en</td>\n",
       "      <td>Thunivu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>63baaa45f242a98cabfe4f05</td>\n",
       "      <td>Sun Jan 08 11:30:30 +0000 2023</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'ViralTwins', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'und', 'result_type': 'r...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>und</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Neutral</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>63baaa45f242a98cabfe4f06</td>\n",
       "      <td>Sun Jan 08 11:30:05 +0000 2023</td>\n",
       "      <td>1612048994443874305</td>\n",
       "      <td>1612048994443874305</td>\n",
       "      <td>எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...</td>\n",
       "      <td>False</td>\n",
       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [8...</td>\n",
       "      <td>{'iso_language_code': 'et', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>et</td>\n",
       "      <td>Thunivu &amp; Varisu</td>\n",
       "      <td>Negative</td>\n",
       "      <td>{'media': [{'id': 1612048823555346432, 'id_str...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 29 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        _id                      created_at  \\\n",
       "0  63ba915276cfd2f2afae103e  Sun Jan 08 03:37:31 +0000 2023   \n",
       "1  63baa1f376cfd2f2afae110e  Sun Jan 08 03:37:31 +0000 2023   \n",
       "2  63baa1f476cfd2f2afae1112  Sun Jan 08 03:06:29 +0000 2023   \n",
       "3  63baaa45f242a98cabfe4f05  Sun Jan 08 11:30:30 +0000 2023   \n",
       "4  63baaa45f242a98cabfe4f06  Sun Jan 08 11:30:05 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1611930069035020288  1611930069035020288   \n",
       "1  1611930069035020288  1611930069035020288   \n",
       "2  1611922261778501633  1611922261778501633   \n",
       "3  1612049101444497408  1612049101444497408   \n",
       "4  1612048994443874305  1612048994443874305   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  Online bookings for all #Varisu &amp; #Thunivu...       True   \n",
       "1  Online bookings for all #Varisu &amp; #Thunivu...       True   \n",
       "2  Bookings for AK's #Thunivu FDFS will begin by ...       True   \n",
       "3  அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...       True   \n",
       "4  எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...      False   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "1  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "2  {'hashtags': [{'text': 'Thunivu', 'indices': [...   \n",
       "3  {'hashtags': [{'text': 'ViralTwins', 'indices'...   \n",
       "4  {'hashtags': [{'text': 'varisu', 'indices': [8...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "4  {'iso_language_code': 'et', 'result_type': 're...   \n",
       "\n",
       "                                              source in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "2  <a href=\"http://twitter.com/download/android\" ...                  None   \n",
       "3  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "4  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "\n",
       "   ... is_quote_status retweet_count favorite_count favorited retweeted  \\\n",
       "0  ...           False           703           3626     False     False   \n",
       "1  ...           False           724           3842     False     False   \n",
       "2  ...           False           613           2149     False     False   \n",
       "3  ...           False             0              9     False     False   \n",
       "4  ...           False             1              5     False     False   \n",
       "\n",
       "  possibly_sensitive lang             movie Tweet_Type  \\\n",
       "0              False   en  Thunivu & Varisu    Neutral   \n",
       "1              False   en               NaN        NaN   \n",
       "2              False   en           Thunivu    Neutral   \n",
       "3              False  und  Thunivu & Varisu    Neutral   \n",
       "4              False   et  Thunivu & Varisu   Negative   \n",
       "\n",
       "                                   extended_entities  \n",
       "0                                                NaN  \n",
       "1                                                NaN  \n",
       "2                                                NaN  \n",
       "3                                                NaN  \n",
       "4  {'media': [{'id': 1612048823555346432, 'id_str...  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"user.verified\": True}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "836a0755-1843-4cf5-9654-e94c13196391",
   "metadata": {
    "id": "836a0755-1843-4cf5-9654-e94c13196391"
   },
   "source": [
    "## **10.To find all tweets that have been sent from a specific location**:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "70bb9287-3a98-4b57-a563-a5d8ad407d50",
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       "      <td>63ba915b76cfd2f2afae105f</td>\n",
       "      <td>Sun Jan 08 07:20:44 +0000 2023</td>\n",
       "      <td>1611986244753584130</td>\n",
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       "      <td>Thunivu &amp;amp; Varisu FDFS in my @rakkicinemas 🥰😇</td>\n",
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       "      <td>{'hashtags': [], 'symbols': [], 'user_mentions...</td>\n",
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       "      <td>63ba916676cfd2f2afae108e</td>\n",
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       "      <td>1611795100962807809</td>\n",
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       "      <td>AJITH MAFIA #BEAST #VARISU #Thalapathy67𓃵 #Var...</td>\n",
       "      <td>False</td>\n",
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       "      <td>63baa1fc76cfd2f2afae1131</td>\n",
       "      <td>Sun Jan 08 07:20:44 +0000 2023</td>\n",
       "      <td>1611986244753584130</td>\n",
       "      <td>1611986244753584130</td>\n",
       "      <td>Thunivu &amp;amp; Varisu FDFS in my @rakkicinemas 🥰😇</td>\n",
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       "      <td>{'iso_language_code': 'und', 'result_type': 'r...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/iphone\" r...</td>\n",
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       "      <td>Sun Jan 08 11:30:30 +0000 2023</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>1612049101444497408</td>\n",
       "      <td>அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...</td>\n",
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       "      <td>None</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>False</td>\n",
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       "      <td>எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...</td>\n",
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       "      <td>{'hashtags': [{'text': 'varisu', 'indices': [8...</td>\n",
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       "                        _id                      created_at  \\\n",
       "0  63ba915b76cfd2f2afae105f  Sun Jan 08 07:20:44 +0000 2023   \n",
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       "4  63baaa45f242a98cabfe4f06  Sun Jan 08 11:30:05 +0000 2023   \n",
       "\n",
       "                    id               id_str  \\\n",
       "0  1611986244753584130  1611986244753584130   \n",
       "1  1611795100962807809  1611795100962807809   \n",
       "2  1611986244753584130  1611986244753584130   \n",
       "3  1612049101444497408  1612049101444497408   \n",
       "4  1612048994443874305  1612048994443874305   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0   Thunivu &amp; Varisu FDFS in my @rakkicinemas 🥰😇      False   \n",
       "1  AJITH MAFIA #BEAST #VARISU #Thalapathy67𓃵 #Var...      False   \n",
       "2   Thunivu &amp; Varisu FDFS in my @rakkicinemas 🥰😇      False   \n",
       "3  அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins ...       True   \n",
       "4  எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE ...      False   \n",
       "\n",
       "                                            entities  \\\n",
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       "1  {'hashtags': [{'text': 'BEAST', 'indices': [12...   \n",
       "2  {'hashtags': [], 'symbols': [], 'user_mentions...   \n",
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       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "1  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "2  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "3  {'iso_language_code': 'und', 'result_type': 'r...   \n",
       "4  {'iso_language_code': 'et', 'result_type': 're...   \n",
       "\n",
       "                                              source in_reply_to_status_id  \\\n",
       "0  <a href=\"http://twitter.com/download/iphone\" r...                  None   \n",
       "1  <a href=\"http://twitter.com/download/iphone\" r...                  None   \n",
       "2  <a href=\"http://twitter.com/download/iphone\" r...                  None   \n",
       "3  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "4  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                  None   \n",
       "\n",
       "   ... is_quote_status retweet_count favorite_count favorited retweeted lang  \\\n",
       "0  ...           False             9             35     False     False  und   \n",
       "1  ...           False             0              0     False     False  und   \n",
       "2  ...           False             9             36     False     False  und   \n",
       "3  ...           False             0              9     False     False  und   \n",
       "4  ...           False             1              5     False     False   et   \n",
       "\n",
       "              movie Tweet_Type  \\\n",
       "0  Thunivu & Varisu    Neutral   \n",
       "1            Varisu    Neutral   \n",
       "2               NaN        NaN   \n",
       "3  Thunivu & Varisu    Neutral   \n",
       "4  Thunivu & Varisu   Negative   \n",
       "\n",
       "                                   extended_entities  possibly_sensitive  \n",
       "0                                                NaN                 NaN  \n",
       "1  {'media': [{'id': 1611795086580551680, 'id_str...               False  \n",
       "2                                                NaN                 NaN  \n",
       "3                                                NaN               False  \n",
       "4  {'media': [{'id': 1612048823555346432, 'id_str...               False  \n",
       "\n",
       "[5 rows x 29 columns]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"user.location\": \"Chennai\"}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
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       "      <td>63bab821bf318fc993cd119b</td>\n",
       "      <td>Sun Jan 08 08:01:46 +0000 2023</td>\n",
       "      <td>1611996570194673664</td>\n",
       "      <td>1611996570194673664</td>\n",
       "      <td>Interesting: Varisu censored with zero cuts\\n\\...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': '123telugu', 'indices':...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"https://about.twitter.com/products/tw...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
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       "      <td>False</td>\n",
       "      <td>False</td>\n",
       "      <td>False</td>\n",
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       "      <th>3</th>\n",
       "      <td>63bab821bf318fc993cd119d</td>\n",
       "      <td>Sun Jan 08 07:43:07 +0000 2023</td>\n",
       "      <td>1611991877099876352</td>\n",
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       "      <td>@Suryasubramany1 11th #Varisu ki Sudarshan, Sa...</td>\n",
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       "      <td>{'iso_language_code': 'hi', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"http://twitter.com/download/android\" ...</td>\n",
       "      <td>1.611991e+18</td>\n",
       "      <td>...</td>\n",
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       "      <td>False</td>\n",
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       "      <th>4</th>\n",
       "      <td>63bab822bf318fc993cd11a0</td>\n",
       "      <td>Sun Jan 08 07:27:41 +0000 2023</td>\n",
       "      <td>1611987993727832065</td>\n",
       "      <td>1611987993727832065</td>\n",
       "      <td>Advance Booking for Day1 #Pongal2023 \\n\\nTamil...</td>\n",
       "      <td>True</td>\n",
       "      <td>{'hashtags': [{'text': 'Pongal2023', 'indices'...</td>\n",
       "      <td>{'iso_language_code': 'en', 'result_type': 're...</td>\n",
       "      <td>&lt;a href=\"https://mobile.twitter.com\" rel=\"nofo...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>False</td>\n",
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       "      <td>False</td>\n",
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       "                        _id                      created_at  \\\n",
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       "\n",
       "                    id               id_str  \\\n",
       "0  1612051871450947585  1612051871450947585   \n",
       "1  1612046774549753856  1612046774549753856   \n",
       "2  1611996570194673664  1611996570194673664   \n",
       "3  1611991877099876352  1611991877099876352   \n",
       "4  1611987993727832065  1611987993727832065   \n",
       "\n",
       "                                                text  truncated  \\\n",
       "0  Meet THE BOSS’s family in 3 days in theatres n...       True   \n",
       "1  #ThunivuBookings\\n#Thunivu on 11th\\n#VeeraSimh...       True   \n",
       "2  Interesting: Varisu censored with zero cuts\\n\\...       True   \n",
       "3  @Suryasubramany1 11th #Varisu ki Sudarshan, Sa...       True   \n",
       "4  Advance Booking for Day1 #Pongal2023 \\n\\nTamil...       True   \n",
       "\n",
       "                                            entities  \\\n",
       "0  {'hashtags': [{'text': '3DaysForVarisu', 'indi...   \n",
       "1  {'hashtags': [{'text': 'ThunivuBookings', 'ind...   \n",
       "2  {'hashtags': [{'text': '123telugu', 'indices':...   \n",
       "3  {'hashtags': [{'text': 'Varisu', 'indices': [2...   \n",
       "4  {'hashtags': [{'text': 'Pongal2023', 'indices'...   \n",
       "\n",
       "                                            metadata  \\\n",
       "0  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "1  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "2  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "3  {'iso_language_code': 'hi', 'result_type': 're...   \n",
       "4  {'iso_language_code': 'en', 'result_type': 're...   \n",
       "\n",
       "                                              source  in_reply_to_status_id  \\\n",
       "0  <a href=\"https://www.hootsuite.com\" rel=\"nofol...                    NaN   \n",
       "1  <a href=\"http://twitter.com/download/android\" ...                    NaN   \n",
       "2  <a href=\"https://about.twitter.com/products/tw...                    NaN   \n",
       "3  <a href=\"http://twitter.com/download/android\" ...           1.611991e+18   \n",
       "4  <a href=\"https://mobile.twitter.com\" rel=\"nofo...                    NaN   \n",
       "\n",
       "   ... contributors  is_quote_status retweet_count favorite_count favorited  \\\n",
       "0  ...         None            False             0              0     False   \n",
       "1  ...         None            False             0              1     False   \n",
       "2  ...         None            False             0             10     False   \n",
       "3  ...         None            False             0              0     False   \n",
       "4  ...         None            False           220            413     False   \n",
       "\n",
       "  retweeted possibly_sensitive lang             movie  Tweet_Type  \n",
       "0     False              False   en            Varisu    Positive  \n",
       "1     False                NaN   en           Thunivu     Neutral  \n",
       "2     False              False   en            Varisu    Positive  \n",
       "3     False                NaN   hi            Varisu     Neutral  \n",
       "4     False                NaN   en  Thunivu & Varisu     Neutral  \n",
       "\n",
       "[5 rows x 28 columns]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tweets = movie_TV.find({\"user.location\": \"Hyderabad\"}).limit(5)\n",
    "tweet_df = pd.DataFrame(list(tweets))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0cbe32b4-f03b-4777-bfeb-d2dd5bec6398",
   "metadata": {
    "id": "0cbe32b4-f03b-4777-bfeb-d2dd5bec6398"
   },
   "source": [
    "## **11.To find the most popular hashtags used in tweets about a specific movie:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4ed36921-e953-46d1-add0-db34bc1f8f2e",
   "metadata": {
    "collapsed": true,
    "id": "4ed36921-e953-46d1-add0-db34bc1f8f2e",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "b2180353-de97-4518-979f-d25b4811fbf2",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>varisu</td>\n",
       "      <td>1430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>thunivu</td>\n",
       "      <td>592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Thunivu</td>\n",
       "      <td>269</td>\n",
       "    </tr>\n",
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       "      <th>3</th>\n",
       "      <td>Varisu</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>VeeraSimhaReddy</td>\n",
       "      <td>105</td>\n",
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      "text/plain": [
       "               _id  count\n",
       "0           varisu   1430\n",
       "1          thunivu    592\n",
       "2          Thunivu    269\n",
       "3           Varisu    112\n",
       "4  VeeraSimhaReddy    105"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pipeline = [\n",
    "    {\"$match\": {\"text\": {\"$regex\": \"varisu\"}}},\n",
    "    {\"$unwind\": \"$entities.hashtags\"},\n",
    "    {\"$group\": {\"_id\": \"$entities.hashtags.text\", \"count\": {\"$sum\": 1}}},\n",
    "    {\"$sort\": {\"count\": -1}},\n",
    "    {\"$limit\": 5}\n",
    "]\n",
    "result = movie_TV.aggregate(pipeline)\n",
    "tweet_df = pd.DataFrame(list(result))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "55fb653c-3ce2-4400-bcd0-158fc0481bfe",
   "metadata": {
    "collapsed": true,
    "id": "55fb653c-3ce2-4400-bcd0-158fc0481bfe",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "d23e8762-f94e-486c-a273-5e3c747ba052",
    "tags": []
   },
   "outputs": [
    {
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       "      <th>3</th>\n",
       "      <td>dilraju</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
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       "      <th>4</th>\n",
       "      <td>Varisu</td>\n",
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      "text/plain": [
       "        _id  count\n",
       "0   thunivu    916\n",
       "1    varisu    609\n",
       "2  anthanan    102\n",
       "3   dilraju     96\n",
       "4    Varisu     77"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pipeline = [\n",
    "    {\"$match\": {\"text\": {\"$regex\": \"thunivu\"}}},\n",
    "    {\"$unwind\": \"$entities.hashtags\"},\n",
    "    {\"$group\": {\"_id\": \"$entities.hashtags.text\", \"count\": {\"$sum\": 1}}},\n",
    "    {\"$sort\": {\"count\": -1}},\n",
    "    {\"$limit\": 5}\n",
    "]\n",
    "result = movie_TV.aggregate(pipeline)\n",
    "tweet_df = pd.DataFrame(list(result))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a69a12d7-2f37-44e9-a493-1d344c3ec096",
   "metadata": {
    "id": "a69a12d7-2f37-44e9-a493-1d344c3ec096"
   },
   "source": [
    "## **12.To find the most common words used in tweets about a specific movie:**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d193d7ad-d614-43f8-8637-d383ae7f3dcb",
   "metadata": {
    "collapsed": true,
    "id": "d193d7ad-d614-43f8-8637-d383ae7f3dcb",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "0046b770-1f76-436a-f73b-d358816b2196",
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   "outputs": [
    {
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       "       _id  count\n",
       "0  #Varisu   8200\n",
       "1       in   4533\n",
       "2        -   4105\n",
       "3            3858\n",
       "4   Varisu   2945"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pipeline = [\n",
    "    {\"$match\": {\"text\": {\"$regex\": \"Varisu\"}}},\n",
    "    {\"$project\": {\"words\": {\"$split\": [\"$text\", \" \"]}}},\n",
    "    {\"$unwind\": \"$words\"},\n",
    "    {\"$group\": {\"_id\": \"$words\", \"count\": {\"$sum\": 1}}},\n",
    "    {\"$sort\": {\"count\": -1}},\n",
    "    {\"$limit\": 5}\n",
    "]\n",
    "result = movie_TV.aggregate(pipeline)\n",
    "tweet_df = pd.DataFrame(list(result))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a4daca02-aa0d-4360-b985-97f8d1c505ad",
   "metadata": {
    "id": "a4daca02-aa0d-4360-b985-97f8d1c505ad"
   },
   "source": [
    "## **13.Who are the most active users (by number of tweets) who tweeted about a specific movie?**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cb440527-c2d4-40c6-baf6-9318f2c37642",
   "metadata": {
    "collapsed": true,
    "id": "cb440527-c2d4-40c6-baf6-9318f2c37642",
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     "outputs_hidden": true
    },
    "outputId": "a1224ec2-1ce3-42bd-a2f8-1bc44765ec02",
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <td>Nandu_4EverPK</td>\n",
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       "               _id  count\n",
       "0    Nandu_4EverPK    451\n",
       "1    withPKwithJSP    430\n",
       "2  PrintingMateri2    391\n",
       "3   DelhiBollywood    390\n",
       "4      Dhoni_Varsh    340"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pipeline = [\n",
    "    {\"$match\": {\"text\": {\"$regex\": \"Varisu\"}}},\n",
    "    {\"$group\": {\"_id\": \"$user.screen_name\", \"count\": {\"$sum\": 1}}},\n",
    "    {\"$sort\": {\"count\": -1}},\n",
    "    {\"$limit\": 5}\n",
    "]\n",
    "result = movie_TV.aggregate(pipeline)\n",
    "tweet_df = pd.DataFrame(list(result))\n",
    "tweet_df[:10] #display the first 10 tweets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88a36519-77c6-4e84-b742-a38138294cb4",
   "metadata": {
    "id": "88a36519-77c6-4e84-b742-a38138294cb4"
   },
   "source": [
    "### 14). To create a recommendation system that suggests similar tweets about a specific movie based on their text:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "75a324a4-03d9-4014-9b1f-5e0d71f38f3c",
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "collapsed": true,
    "id": "75a324a4-03d9-4014-9b1f-5e0d71f38f3c",
    "jupyter": {
     "outputs_hidden": true
    },
    "outputId": "9bb78563-07a8-4e29-81d0-5ff712571429",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "89\n",
      "Similar tweets: {'@PKarthi77952702 @Bigil_Girl_ @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay': ['GOT FDFS. Going to Watch the King 👑 Aatanayagan #Thalapathy #Varisu #VarisuPongal2023 #ThalapathyVijay https://t.co/7b58A0c5Pw', 'Bought FDFS 🔥🔥🔥😎😎😎\\n#Varisu https://t.co/ZkRIPpVZl1', 'Finally @sabrina_baanu  You Guys are Postive @GurumoorthyB3  I Got Thalapathy Vijay Sir Varisu movie tickets Not FD… https://t.co/nHMqpVp5T6', 'Finally @sabrina_baanu  You Guys are Postive @GurumoorthyB3  I Got Thalapathy Vijay Sir Varisu movie tickets Not FD… https://t.co/nHMqpVp5T6', 'Celebrate FDFS special fans show at 6am #Varisu #VarisuPongal2023 #ThalapathyVijay @JeyaAnand_cine https://t.co/3K0RK2CqKD', 'Celebrate FDFS special fans show at 6am #Varisu #VarisuPongal2023 #ThalapathyVijay @JeyaAnand_cine https://t.co/3K0RK2CqKD', '#VarisuPongal2023 🔥 Finally Ticket Booking #Coimbatore The Boss Arrived We are eagerly waiting for the Movement 😎… https://t.co/8PyJhGvU7H', '#VarisuPongal2023 🔥 Finally Ticket Booking #Coimbatore The Boss Arrived We are eagerly waiting for the Movement 😎… https://t.co/8PyJhGvU7H', 'Ticket booking 😂😂😂😂😂\\n\\n#Thunivu #Varisu ✨✨✨ https://t.co/uAvQIg3OG0', '@BlueCinemas 😍😍😍😍\\n\\n#VarisuBooking #VarisuPongal2023 #Varisu https://t.co/ORD5QTzAdW', 'Jan 11 - #Varisu Hope \\U0001f979💥 https://t.co/LA74PThgEJ', '💥💥💥💥💥 Varisu From Jan 11💥💥💥💥💥 Varisu Pongal 💪💪💪💪💪💪 https://t.co/AubooN5hU3', '#Varisu https://t.co/V3bndgvtiq', '😎😎 #Varisu https://t.co/My5z9BFSED', 'Varisu Ku Ticket 🎟️ FDFS Ticket Vaangiachu Appdi Sollanum Aasaiya Irruku Kedaikalyae \\U0001f972🥴 #VarisuFromJan11 https://t.co/zkj9VMupdj', '@CultFanIkkada Varisu kuda 30/30 soldout le.. https://t.co/FyKmGSXRHD', '🤣🤣🤣🤣\\n#Varisu #VarisuPongall https://t.co/bqi0EmjUyU https://t.co/WTOXE7knCn', '#Varisu ticket booked First day 🔥🔥🔥 \\n\\n#VarisuBookings @actorvijay\\n #VarisuFromJan11 #VarisuPongal2023 https://t.co/41dPD3QtkR', '#Varisu bookings opened at your @Bombaycineoffl The boss returns 💥🔥💥\\n\\n#VarisuPongal2023 https://t.co/uaEqz8o1Gp', 'Varisu FDFS kidaikala eve show thaan prava illa... #VarisuBooking @actorvijay https://t.co/UJFBuYNY3I', 'Handed over first ticket of #Varisu to our audience !!\\n#VarisuInRamCinemas FDFS Tickets SOLD OUT completely 🔥\\nShow… https://t.co/Th8bFenNoZ', 'Poster \\n\\n#Varisu https://t.co/za4PkgUYFs', '#VarisuTralier #Varisu https://t.co/IWdZ1s8n14', '😂 #Varisu @actorvijay https://t.co/9zVYOX3GGB', 'Poster \\n\\n#Varisu https://t.co/za4PkgUYFs', '.@vasutheatre 👌🔥💥💥\\n\\n#Varisu https://t.co/Jxwf1pEdrC', 'பொங்கலுக்கு #Varisu போடுவான் போல 😂😂 https://t.co/hUGLJ31WmK', '.@vasutheatre 👌🔥💥💥\\n\\n#Varisu https://t.co/Jxwf1pEdrC', 'Special show 7AM VMI Team celebration on the way .. #Varisu #VarisuFromJan11 https://t.co/OC5NPfbQdJ', \"THE BOSS's Family 😍\\n\\n#Varisu #Thalapathy67 @actorvijay https://t.co/ZhQqDBWsa4\", '3 Days To Go 😍\\n#VarisuPongal2023 #Varisu #ThalapathyVijay https://t.co/C1BLDL6aB1', 'AJITH MAFIA #BEAST #VARISU #Thalapathy67𓃵 #VarisuPongal2023 https://t.co/543Q93vlBb', 'Vellore Vishnu Cinemas Split both #Varisu and #Thunivu All 3 Screens !\\n\\nVarisu :\\n\\nScreen 1 show time  :  11:15am ,… https://t.co/3wQzq8TM4s', 'Vellore Vishnu Cinemas Split both #Varisu and #Thunivu All 3 Screens !\\n\\nVarisu :\\n\\nScreen 1 show time  :  11:15am ,… https://t.co/3wQzq8TM4s', '#Varisu &amp; #Thunivu My Tickets booked 💥💥💥\\n\\n1st - Varisu 10.45 Am Show\\n2nd - Thunivu 2.15 Pm Show \\n\\n2 Movies Watch in… https://t.co/vUvDOZycUP', '#Varisu &amp; #Thunivu My Tickets booked 💥💥💥\\n\\n1st - Varisu 10.45 Am Show\\n2nd - Thunivu 2.15 Pm Show \\n\\n2 Movies Watch in… https://t.co/vUvDOZycUP', 'Fans special show #FDFS \\n#Thunivu FDFS at 01.00AM 🔥\\n#Varisu FDFS at 04.00AM 🥳\\nTicket  will be available only at our… https://t.co/pyLUKGByBA', 'Fans special show #FDFS \\n#Thunivu FDFS at 01.00AM 🔥\\n#Varisu FDFS at 04.00AM 🥳\\nTicket  will be available only at our… https://t.co/pyLUKGByBA', \"Bookings Open On Shortly🔥...... Get's The Pure Rage Attanayagan❤️\\u200d🔥........#Varisu #VarisuPongal2023 #VarisuBooking https://t.co/7C9nXVsNnh\", 'சங்கு வாரிசுக்கு இல்ல டா\\nதுணிவுக்கு 🥶\\n\\n#Varisu @actorvijay  #VarisuFromJan11 https://t.co/3jvz2Xrlfd https://t.co/P19NYdkiVI', \"Bookings Open On Shortly🔥...... Get's The Pure Rage Attanayagan❤️\\u200d🔥........#Varisu #VarisuPongal2023 #VarisuBooking https://t.co/7C9nXVsNnh\", 'வாரிசு vs துணிவு \\n\\nhttps://t.co/WciCN2SQmv | #Varisu | #Thunivu | #News7Tamil | #News7TamilUpdates https://t.co/KSg29N4Ejn', '3DAYS TO GO \\n\\n#Varisu #VarisuPongal #VarisuPongal2023 @actorvijay https://t.co/7dgjhIinD5', 'திருநெல்வேலி    திருவிழா ஆரம்பம்✨💥💜\\n\\n#Varisu #VarisuBookings #VarisuPongal2023 #Thunivu #ThunivuBookings… https://t.co/uZyr9gStTR', 'திருநெல்வேலி    திருவிழா ஆரம்பம்✨💥💜\\n\\n#Varisu #VarisuBookings #VarisuPongal2023 #Thunivu #ThunivuBookings… https://t.co/uZyr9gStTR', 'Ticket Book Panniyachi @RamCinemas la 🧘\\n\\n#Varisu @actorvijay https://t.co/xuNBM9Ait9', '3DAYS TO GO \\n\\n#Varisu #VarisuPongal #VarisuPongal2023 @actorvijay https://t.co/7dgjhIinD5', 'Thalapathy With Smoke Frames 💥\\n\\n@actorvijay #Varisu\\n#VarisuPongal2023 https://t.co/hSvRkG4TEo', 'அங்க இருந்த Vibe-ல பேசிட்டேன்., - #ViralTwins | Varisu vs Thunivu \\n▶️https://t.co/KJKc0rx7mK\\n#varisu #thunivu… https://t.co/f3ql2rNPDa', '#VeeraSimhaReddy 😔 mass jatara \\n#valteruveerayya \\n#Varisu #ThunivuDay https://t.co/tRACvFFGoz… https://t.co/Jo0gLLkGfJ', 'Good Morning 💖\\n#Varisu Team\\n\\n#Beast @actorvijay #Varisu #Thalapathy67 #VarisuFromJan11 #VarisuPongal2023 #VarisuFDFS https://t.co/qdCDX6OGBc', 'Matched😂🔥 #Varisu @actorvijay https://t.co/0i06yd13fX', '#Varisu #VarisuPongal @actorvijay https://t.co/KYflQzGVcy', '#Varisu Censor Report https://t.co/gdx41KGGXo', 'Varisu &amp; thunivu ! https://t.co/jKSizNECb5', '😍😍❤️\\n\\n#Varisu #VarisuPongal @actorvijay https://t.co/kL3NFq9uOZ', '#விரைவில்\\n#VarisuAtDingul\\n\\n#Varisu @actorvijay https://t.co/K41MSBa8Tt', \"What's u r opinion 😅😅😅\\n\\n#Varisu https://t.co/qaSQ74iXk8\", '#விரைவில்\\n#VarisuAtDingul\\n\\n#Varisu @actorvijay https://t.co/K41MSBa8Tt', 'Thunivu ❌\\nVarisu ❌\\n#Suriya42 ✅\\nhttps://t.co/qOzRvShJUl', '#Varisu bookings opened at Cinepolis, Saudi Arabia. \\n\\nhttps://t.co/D4x1VvwCLu https://t.co/AqsIcGYMWe', 'Tirunelveli @RamCinemas @actorvijay\\n @ThalaAjith_FC    #VarisuPongal2023 #VarisuBookings #Varisu #VarisuFromJan11… https://t.co/7DHAvoWBHh', '3 Days To Go......\\n\\n#Varisu #VarisuPongal #VarisuPongal2023 #ThalapathyVijay #ThalapathyVijayMakkalIyakkham… https://t.co/XiPrQRY3lN', '3 Days To Go......\\n\\n#Varisu #VarisuPongal #VarisuPongal2023 #ThalapathyVijay #ThalapathyVijayMakkalIyakkham… https://t.co/XiPrQRY3lN', '#Varisu Cutout at Nellai @RamCinemas ! \\n#VarisuPongal2023 \\n#VarisuFromJan11\\n@VijayFansTrends https://t.co/utDPxcq51S', '#Vaarasudu Ongloe Bookings opened starts with 8AM show \\nGrand Release On January 11 🔥\\n\\n#Varisu @actorvijay https://t.co/pS9g6layYN', '#VarisuTicketsHelp #Varisu Film First Day 11am show (Jan 11) 2 tickets available in Villivakkam \"Nathamuni\" theatre… https://t.co/5PzJx8advz', 'The Clash Begins !!🤜🤛💥\\n\\n        《 VARISU🔥 vs THUNIVU💧》\\n\\n#Beast #Varisu #Thunivu\\n@actorvijay #Ajithkumar https://t.co/7yPNu31Dz8', 'Edit pannama umbu da aama koodhi 🐢🐢\\n#Varisu #VarisuFromJan11 https://t.co/ff3AOHyOBt https://t.co/3lFV6nPIid', 'The Clash Begins !!🤜🤛💥\\n\\n        《 VARISU🔥 vs THUNIVU💧》\\n\\n#Beast #Varisu #Thunivu\\n@actorvijay #Ajithkumar https://t.co/7yPNu31Dz8', 'Coimbatore la varisu 4 am show tickets ketaikuma nanba.. \\n#VarisuFromJan11\\n#Varisu', '#VarisuBookings\\nVarisu...🔥😎\\nFever Started....💥\\n5×40...💥\\nMassive Celebration...💥❤️🔥\\n#Vellore @AlankarCinemas 🤩… https://t.co/8a5x76d3Iq', 'Peter Hein About #Varisu\\n#VarisuPongal2023 #varisuBookings #VarisuFromJanuary11 #VarisuTrailer #VarisuvsThunivu… https://t.co/ceSlDNbN1K', \"A Vehicle with LED screen is promoting Vijay's 'Varisu' movie in London, England.\\n\\n#Varisu #VarisuPongal… https://t.co/wMSEjiJD3s\", '#Vaarasudu Sankranti 🔥\\n\\n@actorvijay #Varisu https://t.co/eGznw9OvsW', 'Innu open aavla  ?#Varisu https://t.co/n22pkKabQo', '#Varisu New Poster... \\n\\n#3DaysForVarisu https://t.co/FOwclrs4tl', '#Varisu new poster\\n\\n#VarisuPongal https://t.co/rIlCsFwk8Z', '#ThalapathyVijay...🥰\\n#Varisu #VarisuPongal\\n#VamsiPaidipally https://t.co/EF4ZvW5nWg', 'குணிவு ஆந்திராவில் குணிந்தது\\n\\n#VarisuTicketsHelp \\n#Varisu https://t.co/fxqbvIDvw5', '#Varisu Vellore 8am Show Ticket Iruka Frnds ✌️', '#Thunivu sad state 😂😂\\n\\n#Varisu https://t.co/IV8khfg1zq', 'Excellent Hype For #Varisu Everywhere\\n\\nAlready Our Boss is a Family Entertainer now the upcoming movie was a 100% F… https://t.co/d38FxiUrun', '@LakshmiVj01 Kekave Kuchama iruku...Yenkuda Varisu Movie paaka varenga doli https://t.co/CxFp6OH08F', '@CineShanmuga Varisu 4 am ,Thunivu 1 am show tickets booking also open ha....online', 'வேலூர் அலங்கார் திரையரங்கில்   வாரிசு திரைப்படம்  வெளியிடப்பட உள்ளது ! \\n\\nVarisu In  ✅ @AlankarCinemas\\n\\n#Vellore… https://t.co/AKu2TyMT48', '@letscinema Apo Movie Result um Ipdi Tha Irukuma😂\\n\\n#VarisuPongal #Varisu @actorvijay https://t.co/WG4FbCn1JS', '@CineShanmuga Varisu 4 am ,Thunivu 1 am show tickets booking also open ha....online', '@Casinoofficial1 special show tickets will be issued only at counter tomorrow 1AM 4AM 8AM show for #Varisu https://t.co/aaUqZmfpz0', \"We're Celebrating #THUNIVU #Varisu  FDFS at 1am in @vidyaRGB   Come &amp; Join With Us For The Celebration\\n@3xdj_studio… https://t.co/qR7AbPKI0S\", \"We're Celebrating #THUNIVU #Varisu  FDFS at 1am in @vidyaRGB   Come &amp; Join With Us For The Celebration\\n@3xdj_studio… https://t.co/qR7AbPKI0S\", 'Thalapathy #Vijay @actorvijay anna #Varisu today’s ad with release date .\\nThe boss returns to theatres on Jan 11 wo… https://t.co/Ws4xOKmbGH', 'Istathuku rate soranga 🤕🤦\\n\\n#Varisu #Vaathi https://t.co/qY75DJg6wl', 'Get Ready for🔥 #Varisu @actorvijay https://t.co/Fg4k0WIVhP', '#Vijay fans palakkad\\n\\n#VarisuFromJanuary11 \\n#Varisu https://t.co/mLFwnFBaeN', '#Varisu New Poster \\n\\n11th Jan https://t.co/6fkcOgyMC1', '#Vijay fans palakkad\\n\\n#VarisuFromJanuary11 \\n#Varisu https://t.co/mLFwnFBaeN', 'Same costumes 💖🤩👌. #ThalapathyVijay #Rashmika #Varisu https://t.co/IdCkQNy1Of', '#Varisu Cutout at @RamCinemas 🔥\\n\\n@actorvijay https://t.co/cVBMHAul4g', 'What about #Varisu pre sales https://t.co/YgzxNU4vjZ', 'Perfect caption @JayaTvOfficial 🔥😂 #Thalapathy #Varisu https://t.co/Z1Tcb5Sscg', 'Good morning nanba😔\\n\\n#Varisu #VarisuPongal https://t.co/BhVwCWUwfs', '@dstoryreview Varisu 7:40 show ticket venum bro price', \"@vidyaRGB \\nWe're Celebrating #THUNIVU #Varisu  FDFS at 1am in Vidya Theatre   Come &amp; Join With Us For The Celebrati… https://t.co/7F5CqaHkyh\", \"@vidyaRGB \\nWe're Celebrating #THUNIVU #Varisu  FDFS at 1am in Vidya Theatre   Come &amp; Join With Us For The Celebrati… https://t.co/7F5CqaHkyh\", 'Varisu Ticket Alert ⚠️ 📢 \\n\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTicket price Only… https://t.co/GAVb0z0IeX', '3 Tickets available for Varisu 7:50AM Show for PSS Multiplex, Tirunelveli. Pl ping if you need.\\n\\n#Varisu… https://t.co/pbmatQAZyL', 'After hearing Varisu Thunivu FDFS tkt price me to me! 😒😓 https://t.co/332V6eup2a', '#Varisu 4AM show 5 tickets available in Kolathur Ganga \\n\\nInterested DM 👍🏻\\n\\n#VarisuTickets #VarisuBooking… https://t.co/1DD60NYhL3', 'Varisu night show 4 ticket available\\n#national theatre Tambaram\\n10.30 pm price - 250 only -/\\n#VarisuBooking', '#Varisu worldwide release on Jan 11\\n\\n#VarisuFromJan11 #Varasudu\\n\\n#Thalapathy67𓃵 @actorvijay na @directorvamshi… https://t.co/ByiiZW8bK4', 'Now Bookings Open for Both #Thunivu &amp; #Varisu \\n\\nBoth FDFS Tickets are Available only at our Theatre counter and the… https://t.co/h0MUuzGoNx', 'Back to Back FDFS Show #ThunivuFDFS #VarisuFDFS #ThalaThalapathy #ThalaThalapathyPongal @KSPSCinemas_ #thunivu… https://t.co/4GfpcKPJUC', '@pk_vj_admirer Varisu Nanbar movie 👍', 'Now Bookings Open for Both #Thunivu &amp; #Varisu \\n\\nBoth FDFS Tickets are Available only at our Theatre counter and the… https://t.co/h0MUuzGoNx', '#Varisu &amp; #Thunivu both movies FDFS ticket is more than ₹1500. All credits goes to social media hype. \\n\\nBoth #Ajith… https://t.co/AdDTufJQRW', 'Back to Back FDFS Show #ThunivuFDFS #VarisuFDFS #ThalaThalapathy #ThalaThalapathyPongal @KSPSCinemas_ #thunivu… https://t.co/4GfpcKPJUC', '#Varisu &amp; #Thunivu both movies FDFS ticket is more than ₹1500. All credits goes to social media hype. \\n\\nBoth #Ajith… https://t.co/AdDTufJQRW', '#Varisu &amp; #Thunivu both movies FDFS ticket is more than ₹1500. All credits goes to social media hype. \\n\\nBoth #Ajith… https://t.co/AdDTufJQRW', '@murugaramu_kkl Good Evening Bro... ☕❤\\n\\n#Varisu @actorvijay https://t.co/kVvHBDSK7I', '#VarisuInSriLanka \\nRegal Cinemas : Dematagoda 💥💥\\n\\n#VarisuPongal #Varisu https://t.co/8aiHxkVZrk', '20 Years Challenge 😌.. #Varisu\\n\\n2003                                       2023 https://t.co/kNnE6QX92p', '3️⃣ DAYS TO GO 😍💥\\n\\n#Varisu #Thalapathy67 @actorvijay https://t.co/oOtn35kpAv', 'Sambavam On 11th 💥🥁\\n\\n#Varisu || #Vaarasudu || @actorvijay https://t.co/JrHxaCArmz', '#VarisuInSriLanka \\nRegal Cinemas : Dematagoda 💥💥\\n\\n#VarisuPongal #Varisu https://t.co/8aiHxkVZrk', 'Coimbatore Senthil kumaran theatre 💥🔥\\n#Varisu @actorvijay\\n\\nhttps://t.co/Xm8ZlAlNgO', '#VarisuFromJan11 #Varisu \\n@actorvijay 𝙀𝙣 𝙪𝙮𝙞𝙧 𝙏𝙝𝙖𝙡𝙖𝙞𝙫𝙖🔥 https://t.co/uomzQaAkUq', '@esalacupnamdea இந்த மெண்டலான மிதிச்சு அனுப்புங்கடா🤡\\n\\n#Varisu https://t.co/45aWY1XGgP', '#Vaarasudu First Nizam Chart 🔥\\n\\n@actorvijay #Varisu https://t.co/5bv3aHeruq', 'He is Coming \\n#Vaarasudu #Varisu @actorvijay https://t.co/Pd89zEfQHm', 'திருவிழா இனிதே ஆரம்பம்\\n😎🔥 \\n\\n#ThalapathyVijay\\n#Varisu \\n@RamCinemas 🖤 https://t.co/EqTNPDVk9c', '#Varisu Family Poster UHD ❤️\\n@actorvijay | #VarisuPongal https://t.co/MQ9zJgZItD', 'In ur dreams...☹️🤣\\n#VarisuPongal #Varisu\\n@actorvijay https://t.co/mKA10shtJQ', 'In ur dreams...☹️🤣\\n#VarisuPongal #Varisu\\n@actorvijay https://t.co/mKA10shtJQ', '#Varisu Booking opened in @BlueCinemas #Vellore https://t.co/aI93BA9x2q', 'Book your tickets for #Varisu at @Bombaycineoffl \\nShow timings are \\n10.10 AM\\n4.30 PM\\n10.45 PM\\nBook your online tick… https://t.co/6ihIcIsy0L', '#Varisu and #Thunivu Booking open in #Vellore Venus Theater !\\n\\n#Ajith Thunivu 11:30am and 3:00pm\\n\\n#Vijay Varisu 6:3… https://t.co/7tgPl5xeqr', '#Varisu and #Thunivu Booking open in #Vellore Venus Theater !\\n\\n#Ajith Thunivu 11:30am and 3:00pm\\n\\n#Vijay Varisu 6:3… https://t.co/YnZij6okxY', 'FDFS Collection Thunivu-க்கு தான் அதிகமா இருக்கும் - Anthanan | Varisu vs Thunivu\\n#varisu #thunivu #anthanan https://t.co/Cg3K0aAJPR', '#Varisu and #Thunivu Booking open in #Vellore Venus Theater !\\n\\n#Ajith Thunivu 11:30am and 3:00pm\\n\\n#Vijay Varisu 6:3… https://t.co/7tgPl5xeqr', '#Varisu and #Thunivu Booking open in #Vellore Venus Theater !\\n\\n#Ajith Thunivu 11:30am and 3:00pm\\n\\n#Vijay Varisu 6:3… https://t.co/YnZij6okxY', '#Varisu First day Ticket book பண்ணியாச்சு Vellore my favourite @VishnuCinemas la @actorvijay thailva waiting https://t.co/GjDc9mKOxx', '#Varisu Ticket Booking Started At Sri Karthigai Theater Nagercoil 🤩 🎭\\n\\nGrab Your Tickets Soon 🙌❤️\\n\\n#VarisuPongal |… https://t.co/gBXtoMD1xK', '#Varisu team is not giving any interviews. Oru vela padam pesattum nu irukkanga pola... \\nIts good that varisu is no… https://t.co/qro6fQ4Pkl', 'Kollam Varisu 4am Fans Show bookings going in full swing 💥\\n\\nContact to be part of Fans Show &amp; Celebrations💞\\n\\n Ct :… https://t.co/0qy4TodMLO', 'Jathini Dengav Ayya @MusicThaman 🔥🥵\\n\\n#Varisu #Varasudu #ThalapathyVijay https://t.co/TJJ4Ni0r99', 'Actor Srikanth interview about\\n#Vaarasudu\\n\\n#Varisu  @actorvijay \\nhttps://t.co/aRg0CJsepz', '#Varisu #Thalapathy @actorvijay ❤️❤️❤️ #VarisuBooking #varisuBookings #VarisuBookingsUpdate #VarisuBookingRecords… https://t.co/ByTP40RVTd', '#Varisu\\n#VarisuFromJan11 \\n#Cuddalore booking open\\n@actorvijay @7screenstudio https://t.co/c8GFfKT5Ek', 'Hello @MirajCinemas #Varisu booking yappa open pannuvinga https://t.co/QqO3xuHXHS', '3 Days To Go 🔥\\n#Thalapathy @actorvijay\\n#Varisu #VarisuPongal ❤️ https://t.co/zgJT8UXIAS', 'Ahh Main screen la #Varisu 🤥🔥\\nCBE fort https://t.co/v8LrEqKrU1', 'Bookings open at Trichy BHELEC @BHELECcinemas \\n\\n#Varisu https://t.co/Sn3ijTZqLa', 'Happy Birthday to our #Ranjithamey  @manasimm  #Varisu https://t.co/NeR7mPJSi7', 'Happy Birthday to our #Ranjithamey  @manasimm  #Varisu https://t.co/NeR7mPJSi7', '@TRICHYCINEMAS Varisu - RAMBA - 11/Jan - 2.50PM - 2 tickets\\n\\nVarisu - RAMBA - 11/Jan - 11.10AM - 2 tickets', 'இது போட்டின்னு நாங்க எப்போ சொன்னோம் ? - Anthanan | Varisu vs Thunivu\\n#varisu #thunivu #anthanan https://t.co/TrTq3xi35q', 'Lockeddd !!! 11-01-23 @ #VettriTheatre !!!\\n\\n12.10pm - #Thunivu !!! 3.35pm - #Varisu !!!\\n\\nBoth Movies Only On Main S… https://t.co/lTrDBAdbkR', 'Lockeddd !!! 11-01-23 @ #VettriTheatre !!!\\n\\n12.10pm - #Thunivu !!! 3.35pm - #Varisu !!!\\n\\nBoth Movies Only On Main S… https://t.co/lTrDBAdbkR', 'Meet THE Boss’s family in 3 days in theatres near you nanba 🤩\\n\\n#3DaysForVarisu\\n\\n@actorvijay #varisu https://t.co/M9yX6tLRIP', 'All set to welcome our ஆட்ட நாயகன் #Thalapathy @actorvijay 🔥 @VishnuCinemas #Varisu BOOKINGS OPENED click the link… https://t.co/8QU3HSJ1bG', 'Jan 11th #MeenakshiCinemas #Avadi \\n#Thunivu #Varisu #Clash💥 #Theatre #fdfs #atrocities \\n\\n~ Theatre Owner to Buildin… https://t.co/0syXKM5WNP', 'Vellore town\\n#Varisu 15/16 Fast filling\\nThunivu 11/20 fast filling https://t.co/aqzW4FMDkV', '@SVC_official #Varisu #Vaarasudu #ThalapathyVijay #Vaarasudu Bookings not opened yet in AP and Telangana why?… https://t.co/qoXYvy9vXM', 'Jan 11th #MeenakshiCinemas #Avadi \\n#Thunivu #Varisu #Clash💥 #Theatre #fdfs #atrocities \\n\\n~ Theatre Owner to Buildin… https://t.co/0syXKM5WNP', '@karnan_27 @Buddhan_ @RedGiantMovies_ @Udhaystalin 1st question ku answer see the screen allotment of Varisu in NON… https://t.co/ZjTeV2v1uY', 'Vellore town\\n#Varisu 15/16 Fast filling\\nThunivu 11/20 fast filling https://t.co/aqzW4FMDkV', 'Meet @actorvijay THE BOSS’s family in 3 days in theatres near you 🤩\\n\\n#3DaysForVarisu\\n\\n#Varisu #VarisuFromJan11… https://t.co/KqRPVtGtNw', \"Please Support my back up I'd \\n@Vj_Girl2 🌼🤍\\n\\n#Varisu\\n@actorvijay https://t.co/b3hBU7ofGA\", 'Nellai Ram cinemas 😎🔥\\n#Varisu &amp; #Thunivu Pongal\\n\\n@RamCinemas 🖤 https://t.co/7Zi32jdBx1', 'Booked #varisu 11th 11.45am show at #gkdevikarumari theatre 🥰❤️🔥🕺💃😁 #Thalapaathy #VarisuPongal', 'Vijay to Thalapathy - Ruling Tamil Cinema! 🔥💥 #Varisu @actorvijay https://t.co/lwF4QRnJ9l', 'ரிலீசுக்கு முன்பே பட்ஜெட்டை விட அதிகமாக வசூலித்த துணிவு -வாரிசு!\\n\\n#Varisu #Thunivu #Vijay #Ajith… https://t.co/e6rIDuEE2O', 'Celebrations Done ✅\\n\\nIndha Pongal nammaldhu\\n\\n#VarisuPongal #Varisu @actorvijay https://t.co/EaD1apaf8O', 'Emotional edit uh 🥺❤️\\U0001fac2\\n@actorvijay \\n\\n#VarisuFDFS #varisu #VarisuPongal \\n#Thalapathy https://t.co/5OyeWlQ3v4', 'This combo never disappoints us🐐✨\\n#Varisu in 3 days 😌🔥 https://t.co/BKK5Qszk17', 'Em Poster raa... thuu 🤢\\n\\naa Editing entra 🚶\\u200d♂️ #Varisu https://t.co/V4dnVAAVS9', 'Yella Yedamum Namma Yedam Dhaan ❤️\\u200d🔥\\n\\n#Varisu || #Vaarasudu || @actorvijay https://t.co/dJDEzHaSsU', 'This sankranthi be like 😂\\n#VeeraSimhaReddy #WaltairVeerayya #DilRaju #Varisu https://t.co/KhaiITchPK', 'Nellai Ram cinemas 😎🔥\\n#Varisu &amp; #Thunivu Pongal\\n\\n@RamCinemas 🖤 https://t.co/7Zi32jdBx1', '#Thunivu FDFS at 01.00AM 🔥\\n#Varisu FDFS at 04.00AM 🥳\\n\\nBooking Update will be Updated to you Soon 🤩\\nGet Ready for Gr… https://t.co/Z5Q4M1IXoN', '#Thunivu FDFS at 01.00AM 🔥\\n#Varisu FDFS at 04.00AM 🥳\\n\\nBooking Update will be Updated to you Soon 🤩\\nGet Ready for Gr… https://t.co/Z5Q4M1IXoN', '@Ishtiyak55 Varisu ticket teeskora chuddam', '.நான் தளபதி FAN தான், ஆனா ? - THEATRE OWNERS ROUND TABLE | Varisu vs Thunivu\\n#varisu #thunivu #roundtable https://t.co/sfL3GZI7r1', '2days to go #Varisu coming 🔥\\nGo ticket booking in #Paytm\\n#gpay #BookMyShow #theatre #Ranjithame #VaaThalaivaa… https://t.co/9z4nI1kgVJ', '@NameIsHemuu Varisu  FDFS  in Telegram\\U0001f972', 'The most expected #Varisu and #Thunivu bookings to begin in less than 30mins 💥💥\\n\\nGet ready folks! Tik-tok! ⏰… https://t.co/4wWS9sK9je', 'Online bookings for all #Varisu &amp; #Thunivu regular shows from Day 1 - 7 opened now on TicketNew !!\\nGrab your ticket… https://t.co/PVt7bZ5hsS', 'The most expected #Varisu and #Thunivu bookings to begin in less than 30mins 💥💥\\n\\nGet ready folks! Tik-tok! ⏰… https://t.co/4wWS9sK9je', \"I've booked ticket for #Varisu to celebrate my #ThalapathyVijay on big screen once again.\\n\\nEvery #Thalapathy fan wo… https://t.co/z3OxkHrphj\", 'Online bookings for all #Varisu &amp; #Thunivu regular shows from Day 1 - 7 opened now on TicketNew !!\\nGrab your ticket… https://t.co/PVt7bZ5hsS', 'எனக்கு இவர பிடிக்கும்னு சொல்றதுல கூட பிரச்சனை - THEATRE OWNERS ROUND TABLE | Varisu vs Thunivu\\n#varisu #thunivu… https://t.co/3la3jBTQfi', 'Vellore Vishnu Cinemas Split both #Varisu and #Thunivu All 3 Screens !\\n\\nThunivu:\\n\\nScreen 1 show time  :  03:15pm ,… https://t.co/byAdX7tIpV', 'Vellore Vishnu Cinemas Split both #Varisu and #Thunivu All 3 Screens !\\n\\nThunivu:\\n\\nScreen 1 show time  :  03:15pm ,… https://t.co/byAdX7tIpV', 'Online bookings for all #Varisu &amp; #Thunivu regular shows from Day 1 - 7 opened now on TicketNew !!\\nGrab your ticket… https://t.co/m2YKWTk0oW', 'Online bookings for all #Varisu &amp; #Thunivu regular shows from Day 1 - 7 opened now on TicketNew !!\\nGrab your ticket… https://t.co/m2YKWTk0oW', 'Varisu tickets available. In kasi theatre ashok nagar 12:15PM show. \\n12th January 2023 \\nMiddle A row backside (2 Ti… https://t.co/yBVrHU3UhF', '@MusicThaman Nuv Varisu ki echina preference ardam ayyindi bro but note #VeeraSimhaReddy the best mve in that ponga… https://t.co/C3vDNdbiOJ', 'Gud Mrng @actorvijay bloodzz.. ❤️ #Varisu #VarisuBookings #VarisuTrailer #VarisuPongal #ThalapathyVijay… https://t.co/CXBHvZHSHt', '#Varisu #Vaarasudu #ThalapathyVijay #VarisuPongal @BussyAnand @TVMIoffl @Jagadishbliss @actorvijay @SVC_official… https://t.co/wF7gT2aamp', '#Varisu tickets booked @GChinimas My all time favorite theatre https://t.co/3GuYb1zqSw', '#VarisuBookings #VarisuFromJan11 #VarisuAudioLaunch #VarisuPongal #ThalapathyVijay #VarisuFDFS Waiting for#varisu🔥✨ https://t.co/R4M9xbK7Ft', 'We’re leading #Thalapathy ❤️\\u200d🔥 @actorvijay #VarisuBookings #Varisu @7screenstudio  @SVC_official https://t.co/CX0KrZD5mr', '#VarisuFromJan11 @RohiniSilverScr @MayajaalECR #varisu Booking epo sir Open Panuvinga https://t.co/owMrzsYi5B', 'Sikiram bookings open panra deeiii😭🔥 @BabuCinemas #VarisuBookings #varisu #VarisuPongal https://t.co/DT052MUPx1', 'Why is this anil always crying? \\n\\n#Anils. #Varisu. #Thunivu https://t.co/kOkxJWjq9V', 'Thunivu Trailer பாக்குற வரைக்கும் Vijay தான் No 1 நினைச்சேன் - Anthanan | Varisu vs Thunivu\\n#varisu #thunivu… https://t.co/A2Y5a45kFN', '@INOXMovies Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTicket… https://t.co/6oLbs1Xs7J', 'இவங்களுக்கு இருக்குற Mass-க்கு Gap தேவையே இல்ல - THEATRE OWNERS ROUND TABLE | Varisu vs Thunivu\\n#varisu #thunivu… https://t.co/I7NLYnBxt0', 'Unexpected charting for #Varisu at Kottayam #Kerala, one of the strong forts of Thalapathy Vijay!\\n\\n#VarisuPongal ch… https://t.co/lj4XpmR9fk', 'எங்களுக்கு Fans தான் பயம், மத்தபடி! - THEATRE OWNERS ROUND TABLE | Varisu vs Thunivu\\n#varisu #thunivu #roundtable https://t.co/omvJqsGGXr', 'Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTicket price Only\\nJ… https://t.co/LEImYJezTw', '@4kRanee Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTicket pri… https://t.co/8yjBHyWGoM', 'அதை அவங்களா கற்பனை பண்ணிக்கிறாங்க - THEATRE OWNERS ROUND TABLE | Varisu vs Thunivu\\n#varisu #thunivu #roundtable https://t.co/TBD01n2lvM', '@tollymasti Varisu trailer ledu songs lev, Veera Simha reddy trailer 🔥, chiru &amp; ravi movie super untundi and thegim… https://t.co/Yh2kwvL7dq', '#Varisu which type promotion u admire. #VarisuTralier #VarisuFromJan11 #VarisuBooking #ThunivuBookings #thunivu… https://t.co/viwNAKBJxW', 'THE BOSS Is Arriving In 3 Days 😉🔥\\n\\n#3DaysForVarisu 🥳🥁\\n\\n#Thalapathy @actorvijay Sir.!… https://t.co/EkHS1JQymI', '#Varisu which type promotion u admire. #VarisuTralier #VarisuFromJan11 #VarisuBooking #ThunivuBookings #thunivu… https://t.co/viwNAKBJxW', 'Ulla Vantha Power adi Anna Yaru Thalapathy....@actorvijay \\n\\n#Varisu #ThalapathyVijay https://t.co/gPOpk7wl7Q', 'Varisu almost full in big theaters\\nBooking fast makkale \\n#VarisuBookings https://t.co/sGuYnXvhzC', '#Vaarasudu Hyderabad Bookings will open by tomorrow\\n\\n#VaarasuduFromJan11 #Varisu @actorvijay https://t.co/NnuikPfkVU', '#jimikkiponnu or #VaThalaiva promo viduga @SVC_official @7screenstudio @directorvamshi @MusicThaman \\n#Varisu… https://t.co/0Vz1N3fs5S', 'Chennai city only soldout shows(bms data)\\nVarisu 57\\nThunivu 56\\nMayajal soldout chupinchi malli oka ticket ki fast f… https://t.co/bdbAL1du4Q', 'Meet THE BOSS’s family in 3 days in theatres near you nanba 🤩 Thalaivan on the way 🙏💥\\n\\n#3DaysForVarisu\\n\\n#Thalapathy… https://t.co/BmxYIwi7ml', 'Thala and thalapathy fans, \\n\\nPlease expose the theatre names who are selling #Varisu and #Thunivu at high rates to… https://t.co/T5zWfVeTdf', 'Thala and thalapathy fans, \\n\\nPlease expose the theatre names who are selling #Varisu and #Thunivu at high rates to… https://t.co/T5zWfVeTdf', 'Chennai city only soldout shows(bms data)\\nVarisu 57\\nThunivu 56\\nMayajal soldout chupinchi malli oka ticket ki fast f… https://t.co/bdbAL1du4Q', 'Meet THE BOSS’s family in 3 days in theatres near you nanba 🤩 Thalaivan on the way 🙏💥\\n\\n#3DaysForVarisu\\n\\n#Thalapathy… https://t.co/BmxYIwi7ml', 'Get ready for Nellai #Thala &amp; #Thalapathy Fans biggest release of this year #Thunivu &amp; #Varisu from Jan 11🔥… https://t.co/CMX246yTn0', 'Get ready for Nellai #Thala &amp; #Thalapathy Fans biggest release of this year #Thunivu &amp; #Varisu from Jan 11🔥… https://t.co/CMX246yTn0', '#Vaarasudu to release on \\nJan11th without any delays ! 🔥💥 \\n\\n#Varisu #VarisuPongal\\u200c\\n#ThalapathyVijay 📯 https://t.co/xgSEcNWdl3', 'About 3 decades of @actorvijay #ThalapathyVijay #pooveunakkaga #shajahan #thuppakki #kathithi #beast #Varisu… https://t.co/XViaBc5npu', 'Wholesome Family Entertainer #Varisu arriving in just 3 days! 🥳👍🏼\\n\\n#3DaysForVarisu\\n#VarisuFromJan11 \\n#VarisuPongal… https://t.co/c470eRt0xU', 'Celebrate FDFS With VMI ATTINGAL AREA COMMITTEE❣️\\n\\n#3DaysForVarisu @actorvijay 🎉\\n\\n#KeralaVijayFans #TVMIKerala… https://t.co/Bw4Z5LSiDD', 'Wholesome Family Entertainer #Varisu arriving in just 3 days! 🥳👍🏼\\n\\n#3DaysForVarisu\\n#VarisuFromJan11 \\n#VarisuPongal… https://t.co/vvLp1UUHAB', 'Wholesome Family Entertainer #Varisu arriving in just 3 days! 🥳👍🏼\\n#3DaysForVarisu\\n#VarisuFromJan11 \\n#VarisuPongal… https://t.co/LzXx1vrcys', 'Wholesome Family Entertainer #Varisu arriving in just 3 days! 🥳👍🏼\\n#3DaysForVarisu\\n#VarisuFromJan11 \\n#VarisuPongal… https://t.co/0c3ESCGZFx', 'After #VarisuTralier which movie u feel? #VarisuBookings #VarisuTralier #VarisuPongal2023 #VarisuFromJan11 #varisu #thunivu #ThunivuBookings', 'Wholesome Family Entertainer #Varisu arriving in just 3 days! 🥳👍🏼\\n\\n#3DaysForVarisu\\n#VarisuFromJan11 \\n#VarisuPongal… https://t.co/Sp1vpDjeuv', 'About 3 decades of @actorvijay #ThalapathyVijay #pooveunakkaga #shajahan #thuppakki #kathithi #beast #Varisu… https://t.co/XViaBc5npu', '#Varisu #Thunivu Giant Cut Out Placed On @RamCinemas #Tirunelveli \\n\\n#VarisuPongal \\n#ThunivuPongal https://t.co/8hpprMDNst', 'After #VarisuTralier which movie u feel? #VarisuBookings #VarisuTralier #VarisuPongal2023 #VarisuFromJan11 #varisu #thunivu #ThunivuBookings', \"🥁🥁It's a MEGA BUMPER DAY 1!💥💥\\n\\nAll show Tickets Sold out for #Thunivu and #Varisu for Day 1 at @greencinemas_ Padi… https://t.co/YW7gcXQOOt\", \"🥁🥁It's a MEGA BUMPER DAY 1!💥💥\\n\\nAll show Tickets Sold out for #Thunivu and #Varisu for Day 1 at @greencinemas_ Padi… https://t.co/rvjAJ76KX8\", 'Thunivu-க்கு தான் Theatre அதிகமா இருக்கும் - Anthanan | Varisu vs Thunivu\\n#varisu #thunivu #anthanan https://t.co/QQTUuuGpKh', 'Jan 11 🇱🇰 Theatre Current Status.\\n\\n#Varisu [ 93 Shows ]  33 Fast Filling 🔥💥\\n\\n#Thunivu [ 63 Shows ] 15 Fast Filling… https://t.co/os8AOeHQmP', 'Thunivu படத்தோட கதை நம்ம வாழ்க்கையோட Connect ஆகும் - Anthanan | Varisu vs Thunivu\\n#varisu #thunivu #anthanan https://t.co/IyR1pCnfFH', 'This is the fan following @actorvijay has in kerala families..a status by a fan in kollam kerala..#Varisu https://t.co/4Pp7lSzgfA', \"Yes it's Jan 11th release #Varisu #Vaarasudu #ThalapathyVijay #VarisuPongal @BussyAnand @TVMIoffl @actorvijay… https://t.co/teHujIlF4q\", 'எங்க ஊருல எல்லா தியேட்டர்\\nஉம் வாரிசு புக்கிங் ஃபுல்\\nஆச்சு 🔥🔥🔥\\n\\nதுணிவு பசுமை புரட்சி 😂🔥\\n\\n#Beast @actorvijay #Varisu https://t.co/cPn3XYWqmU', 'விஜய்யுடன் நடித்தது மறக்க முடியாத அனுபவம் - ஷாம்\\n\\n#Varisu #VarisuPongal #ThalapathyVijay @actorvijay @shaamactor… https://t.co/PjTgppBZt1', 'Both #Thunivu &amp; #Varisu Race🔥 begins🤩 at Tirunelveli @RamCinemas 🥳 #ThalaThalapathy #ThalapathyVijay #AjithKumar… https://t.co/NPZ16pOJlB', '#Varisu Book Your Tickets on @bookmyshow &amp; @guru_cinemas Box Office 🎟️🎟️🎟️🎟️\\n\\n#VarisuPongal \\n@MADURAI_CINEMAS… https://t.co/GVKRdlsYg7', '#Vaarasudu Uttharandra Intial Theatres List Grand Theatrical Release Through @SVC_official \\n\\n@actorvijay #Varisu https://t.co/vAeUNvUouH', '#Varisu Book Your Tickets on @bookmyshow &amp; @guru_cinemas Box Office 🎟️🎟️🎟️🎟️\\n\\n#VarisuPongal \\n@MADURAI_CINEMAS… https://t.co/GVKRdlsYg7', '#VarisuTicketsHelp VARISU FDFS TICKETS AVAILABLE ! DM\\nTRICHY', '#VarisuTicketsHelp VARISU FDFS TICKETS AVAILABLE ! DM\\nTRICHY', 'Thunivu &amp; Varisu FDFS in my @rakkicinemas 🥰😇', 'Thunivu &amp; Varisu FDFS in my @rakkicinemas 🥰😇', '#Varisu &lt;&lt;&lt; #LakshmiStores \\n\\n#Thunivu #AjithKumar https://t.co/Mgb52poVtq', 'Thoothukudi\\n#Varisu 9/12 S0/Ff\\nThunivu 3/12 so/FF \\n⚡️ https://t.co/hhZDCjmHQU', '#Vaarasudu Grand Theatrical release Jan 11th 💥🔥 Wait for tomorrow Official Announcement\\n\\n#Varisu #VarisuTralier… https://t.co/bK0Wc2fywn', \"Don't worry about it Definitely it will reach Public #Varisu #Vaarasudu https://t.co/zwkiR2KNZh\", 'My Prediction Sankranti 2023 Movies\\n#WalterVeerayya - Super Hit\\n#VeeraSimhaReddy - Avg\\n#Varisu- SuperHit \\n#Varasudu… https://t.co/h2XsTdmXRS', 'Thoothukudi\\n#Varisu 9/12 S0/Ff\\nThunivu 3/12 so/FF \\n⚡️ https://t.co/hhZDCjmHQU', '#Vaarasudu Postponed Anti Raa @DilRajuOfficial . Clearty Evu Raa @SVC_official \\n\\n#Varisu #VarisuBookings… https://t.co/LKZ7hyUaZk', '#Sankranti2023 Movies #Australia 🇦🇺 Day-1 Pre-Sales:\\n\\n👉#Varisu : A$102,350\\n\\n👉#Thunivu : A$36,260\\n\\n👉#VeeraSimhaReddy… https://t.co/S6nDajNfyE', '#Sankranti2023 Movies #Australia 🇦🇺 Day-1 Pre-Sales:\\n\\n👉#Varisu : A$102,350\\n\\n👉#Thunivu : A$36,260\\n\\n👉#VeeraSimhaReddy… https://t.co/S6nDajNfyE', '#Varisu &lt;&lt;&lt; #LakshmiStores \\n\\n#Thunivu #AjithKumar https://t.co/Mgb52poVtq', '@loganat79012674 @TrollywoodX dai mutta koodhi viswasam madhiri cringe la #Varisu Kuda compare pannadha 🐢🐢🐢🤣🤣… https://t.co/X9NLZzI0G3', '\"ஆட்டநாயகன் நான் தான்.!\" இந்த Dialogue வெச்சதுக்கு Reason இதுதான்., Hidden Details of \" #Varisu Trailer \" -… https://t.co/DHIZXHSYKW', '#Varisu Producer Dil Raj &amp; Director Vamsi 👇 \\n\\n இது வாரிசு பொங்கல் . \\n\\n#Thunivu Director H VINOTH 👇❤️\\n\\n துணிவு,வாரி… https://t.co/WkmeI23xnM', 'Trichy bookings Stats :\\n\\n#Thunivu 36/36 Fulls 🔥\\n#Varisu    30/30 Fulls 🔥', 'Dubai, Deira city centre #Varisu Shows🔥🔥🔥🔥, \\n\\nFilling Fast @actorvijay rage in dubai🔥 https://t.co/cY3argFBAG', '#Varisu Producer Dil Raj &amp; Director Vamsi 👇 \\n\\n இது வாரிசு பொங்கல் . \\n\\n#Thunivu Director H VINOTH 👇❤️\\n\\n துணிவு,வாரி… https://t.co/WkmeI23xnM', 'Trichy bookings Stats :\\n\\n#Thunivu 36/36 Fulls 🔥\\n#Varisu    30/30 Fulls 🔥', 'Jimikki ponnu la oru classical Portion varum la athoda video irukkingalaa...??😌❤️\\n\\n#Varisu #VarisuTralier… https://t.co/0XdITGq1QP', 'No change Vaarasudu Will be Arrive on Jan 11 💥🔥\\n\\n#Vaarasudu #VarisuFromJan11 #VarisuBookings #VaarasuduSankranthi… https://t.co/SQK51Mbpt0', 'Back to Back 🔥🤩🥳 #Varisu 😍&amp; #Thunivu 😎 At @_NewCinema theatre🎭 Orey Enjoy 😊\\n\\n@Suriya_Offl  #VaadiVaasal… https://t.co/41RtGNpXsx', '#Thunivu vs Varisu Ratio. 🔥\\n\\nNorth Tamilnadu - 65:35\\n\\nAll other parts of TN - 75:25 https://t.co/w6OD01kJMI', '#Nizam Theatres First Chart Out \\n\\n#Vaarasudu - Sudarshan 35MM Main Theatre (RTCXRoads) 💥\\n\\n#Varisu || #Vaarasudu ||… https://t.co/lcu0dQmCke', '#Thunivu vs Varisu Ratio. 🔥\\n\\nNorth Tamilnadu - 65:35\\n\\nAll other parts of TN - 75:25 https://t.co/w6OD01kJMI', '#Varisu booked all main screens in bangalore 🔥🤣 no screens for #Thunivu left now https://t.co/nww9k7SX0Q', '#Varisu Promo Engada \\n@SVC_official @7screenstudio \\nIvlo Days nalla panitu Release time la ipdi 🤡mathiri panringa… https://t.co/KPKmRWejUt', 'தளபதி @actorvijay அவர்களின் #Varisu திரைப்படம் வெற்றியடைய..\\n\\nதஞ்சை புன்னைநல்லூர் மாரியம்மன் கோவில் தஞ்சை கிழக்கு ஒ… https://t.co/RDnVMlMh9J', 'Back to Back 🔥🤩🥳 #Varisu 😍&amp; #Thunivu 😎 At @_NewCinema theatre🎭 Orey Enjoy 😊\\n\\n@Suriya_Offl  #VaadiVaasal… https://t.co/41RtGNpXsx', '#Ranjithame - #Varisu \\nFans will go crazy for this song with Thalapathy #Vijay @actorvijay anna dance… https://t.co/qcwdhWBwOA', '#Varisu Promo Engada \\n@SVC_official @7screenstudio \\nIvlo Days nalla panitu Release time la ipdi 🤡mathiri panringa… https://t.co/KPKmRWejUt', 'தளபதி @actorvijay அவர்களின் #Varisu திரைப்படம் வெற்றியடைய..\\n\\nதஞ்சை புன்னைநல்லூர் மாரியம்மன் கோவில் தஞ்சை கிழக்கு ஒ… https://t.co/RDnVMlMh9J', '#Varisu booked! 💜😍', '@rameshlaus #Varisu', '@KarpagamTheatre Varisu 7am show podunga in main screen', '@THEPANIPURI #Varisu', 'Yesterday in TN: \\n#Varisu - 40% Screens\\nThunivu - 60% Screens\\nNow: #Varisu Clocked to 45% of Screens due to High Ti… https://t.co/7QzsVxQnc7', 'Yesterday in TN: \\n#Varisu - 40% Screens\\nThunivu - 60% Screens\\nNow: #Varisu Clocked to 45% of Screens due to High Ti… https://t.co/7QzsVxQnc7', 'தளபதி @actorvijay அவர்களின் #Varisu திரைப்படம் வெற்றியடைய..\\n\\nதஞ்சை ஸ்ரீ யோக நரசிம்மர் ஆலயத்தில் தஞ்சை மாநகர தலைமை… https://t.co/cJsCkHhOsf', '#Varisu 3 shows in main screen (950+)\\n2 shows in Saranya (450+) for first 2 days.\\n\\n#Thunivu 2 shows in main, 3 show… https://t.co/cwgcxFBLod', '@lonelywolfgaf @actorvijay Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if y… https://t.co/9MT2MhRoW9', 'Meet THE BOSS’s family in 3 days in theatres near you nanba 🤩\\n\\n#3DaysForVarisu\\n\\n#Thalapathy @actorvijay sir… https://t.co/D6FRwBA6rp', \"#Vaarasudu Cutout Placed At Sudarshan 35MM Theatre, RTC X Roads 💥\\n\\nWe're Coming On Time As Expected ❤️\\n\\n#Varisu ||… https://t.co/XgJQwtR8mD\", 'Kerala Pre-Sales Update \\n(As of January 8, 1 PM)\\n\\n#Varisu :\\nShows - 478\\nAdmits - 35480\\nOccupancy - 23.36 %\\nGross -… https://t.co/B8XSWlXXbU', 'Kerala Pre-Sales Update \\n(As of January 8, 1 PM)\\n\\n#Varisu :\\nShows - 478\\nAdmits - 35480\\nOccupancy - 23.36 %\\nGross -… https://t.co/n6ZlGARw1O', \"Wait For Telugu Thalapathy Fans 💥❤️\\nIt's time to give it back 💥🤜🤛\\n\\n#Vaarasudu #VarisuBookings #Varisu #VarisuPongal https://t.co/1HPZcoiwS9\", '@VijayFansTrends @actorvijay Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if… https://t.co/e9bcw77k58', 'Ee Dark Frames evo aa Fights lo pettandi @SVC_official !!\\n\\nGreyish, light pink skin tone.. Yaak 🤢 #Varisu #Vaarasudu https://t.co/WDrPPI8Z8N', 'Kerala Pre-Sales Update \\n(As of January 8, 1 PM)\\n\\n#Varisu :\\nShows - 478\\nAdmits - 35480\\nOccupancy - 23.36 %\\nGross -… https://t.co/B8XSWlXXbU', 'Meet THE BOSS’s family in 3 days in theatres near you nanba 🤩\\n\\n#3DaysForVarisu\\n\\n#Thalapathy @actorvijay sir… https://t.co/QFMJwLAdCT', 'Kerala Pre-Sales Update \\n(As of January 8, 1 PM)\\n\\n#Varisu :\\nShows - 478\\nAdmits - 35480\\nOccupancy - 23.36 %\\nGross -… https://t.co/n6ZlGARw1O', 'Meet THE BOSS’s family in 3 days in theatres near you nanba 🤩\\n\\n#3DaysForVarisu\\n\\n#Thalapathy @actorvijay sir… https://t.co/24YDXAz7S1', 'The Wait is Over...\\n\\nReady ah 💥💥😎\\n\\n@KarpagamTheatre #Varisu\\n#VarisuBooking', \"So It's 55 - 45 \\n\\nNot a big difference \\n\\n#Thunivu #Varisu\", '@PRASADSENTHIL18 Varisu 11.45am 3 tickets balcony iruku.. need ah?', 'All set.. #Varisu\\n7:15 Am #Ramcinemas \\n2:50 Pm #Pss', \"So It's 55 - 45 \\n\\nNot a big difference \\n\\n#Thunivu #Varisu\", '#Thunivu Lead in Tamil Nadu Day 1 Pre Sales with BIG MARGIN 💥🔥\\n\\n#Thunivu : ₹8.47Cr\\n\\n#Varisu : ₹2.23 Cr https://t.co/1yBrxdvKUB', 'Inoru time ivanga fake videos or post potta report adinga daa.. eppo pathalum reach panna ipdi pandranga \\n\\n#Varisu… https://t.co/9K9nPNqzIE', 'INSIDE MAN remake aa🤭🤭🤭\\n  \\nBeast + INSIDE MAN= #Thunivu \\n  \\n  Ee pongal manade le inka😂😂\\n  \\n#VarisuPongal2023… https://t.co/Un8lB4vgWB', 'Meet THE BOSS’s family in 3 days in theatres near you nanba and nanbi  🤩\\n\\n#VarisuFromJan11\\n\\n#Thalapathy @actorvijay… https://t.co/17V9pNKU6T', '#Thunivu Lead in Tamil Nadu Day 1 Pre Sales with BIG MARGIN 💥🔥\\n\\n#Thunivu : ₹8.47Cr\\n\\n#Varisu : ₹2.23 Cr https://t.co/1yBrxdvKUB', '@Troll_Cinema Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTicke… https://t.co/Voglx7rMqf', '@VijayFansUpdate Varisu Tickets Alert ⚠️📢\\n6 Tickets avalaible in Inox ,  - Vellore \\nDM me or comment if you want\\nTi… https://t.co/9bkjGlcNWF', \"#Thunivu &amp; #Varisu Clashing on 11th Jan!! What's your Prediction for both Films on Day1 Gross Worldwide ??… https://t.co/13gnPNKPfk\", '#3DaysForVarisu\\n\\n#Thalapathy @actorvijay na..\\n\\n@TVMIoffl @Jagadishbliss @RIAZtheboss… https://t.co/E5yWkN1Pvh', '#3DaysForVarisu\\n\\n#Thalapathy @actorvijay Sir.!\\n\\n@TVMIoffl @Jagadishbliss @RIAZtheboss… https://t.co/fWi1vgHceG', '#VarisuHindiTrailer 24 Hours status.\\n\\nViews - 1.46M\\nLikes - 141K \\n\\n#Varisu Hindi trailer got decent response in the first 24 hours.', '#Thunivu and #Varisu Early Morning Shows are Sold to Fan Clubs. The Collections from These are Not Included in Pre Sales.', 'Anni Trailers Vachesayi :\\n\\n#VeeraSimhaReddy 🔥 &gt; #WaltairVeerayya 💥 &gt; #Thunivu ✌️ &gt; #Varisu 👍\\n\\nSo... VSR Fix, Next W… https://t.co/8W4czaQQyE', 'தளபதி @actorvijay அவர்களின் #Varisu திரைப்படம் வெற்றியடைய..\\n\\nவல்லம் வர சக்தி விநாயகர் கோவிலில் வல்லம் நகர தலைமை சா… https://t.co/Vzq2SAJDGT', 'தளபதி @actorvijay அவர்களின் #Varisu திரைப்படம் வெற்றியடைய..\\n\\nவல்லம் வர சக்தி விநாயகர் கோவிலில் வல்லம் நகர தலைமை சா… https://t.co/Vzq2SAJDGT', '#Thunivu pongal ah #Varisu pongal ah bro\\n\\n: sakkara pongal bro https://t.co/rXFIip1qXc', '#Thunivu pongal ah #Varisu pongal ah bro\\n\\n: sakkara pongal bro https://t.co/rXFIip1qXc', '#VarisuHindiTrailer 24 Hours status.\\n\\nViews - 1.46M\\nLikes - 141K \\n\\n#Varisu Hindi trailer got decent response in the first 24 hours.', '#Pollachi #Kerala vijay fans if you wanna enjoy #Varisu in affordable price you can choose cowmalya theatre,Kozhinj… https://t.co/bSwNqZwr5H', 'Hah 😁❤️\\n\\n#Varisu ki #TheeThalapathy undhi 🔥\\n\\n#WaltairVeerayya ki #BossParty undhi 💃\\n#VeeraSimhaReddy ki #JaiBalayya… https://t.co/um9QFFaul8', '4 extra tickets for 4 am show in Ariesplex in Trivandrum on 11th Jan\\nAnyone want dm me\\nSame BMS price only\\n#Varisu \\n#VarisuTicketsHelp', 'Hmm... #Varisu &amp; #WaltairVeerayya Trailers ki Already unna Music ne pettaru, just aa songs bit.\\n\\nV ki Antha ga Scop… https://t.co/gvhYAzw4ED', 'Hmm... #Varisu &amp; #WaltairVeerayya Trailers ki Already unna Music ne pettaru, just aa songs bit.\\n\\nV ki Antha ga Scop… https://t.co/gvhYAzw4ED', 'Salem City Bookings Update \\n\\n#Thunivu :\\n\\nTotal Shows - 35\\nSold out - 10\\nFast Filling - 14\\n\\n#Varisu :\\n\\nTotal Shows -… https://t.co/P28zmUjdOf', 'Salem City Bookings Update \\n\\n#Thunivu :\\n\\nTotal Shows - 35\\nSold out - 10\\nFast Filling - 14\\n\\n#Varisu :\\n\\nTotal Shows -… https://t.co/P28zmUjdOf', 'Hmm... #Varisu &amp; #WaltairVeerayya Trailers ki Already unna Music ne pettaru, just aa songs bit.\\n\\nV ki Antha ga Scop… https://t.co/gvhYAzw4ED', '#Sankranthi movie #trailers made Expectations &amp; Hype High 🔥🔥🔥💥💥💥\\n\\nExcept for #Varisu.', 'UAE 🇦🇪 Pre-sales\\n\\n#Thunivu  - 4,223 admits\\n#Varisu  - 2,908 admits\\n\\nAustralia 🇦🇺 Day 1 Pre Sales\\n\\n#Thunivu : A$61,5… https://t.co/gQjFqpVNzu', 'UAE 🇦🇪 Pre-sales\\n\\n#Thunivu  - 4,223 admits\\n#Varisu  - 2,908 admits\\n\\nAustralia 🇦🇺 Day 1 Pre Sales\\n\\n#Thunivu : A$61,5… https://t.co/RDOKsBTMuS', 'UAE 🇦🇪 Pre-sales\\n\\n#Thunivu  - 4,223 admits\\n#Varisu  - 2,908 admits\\n\\nAustralia 🇦🇺 Day 1 Pre Sales\\n\\n#Thunivu : A$61,5… https://t.co/RDOKsBTMuS', 'New promo 🎉💥 #Varisu', '@BHELECcinemas Varisu 11th January night show 3 tickets available in LA Sona screen 2', '@BHELECcinemas Varisu 11th January night show 3 tickets available in LA Sona screen 2', 'New promo 🎉💥 #Varisu', '@Harinani_ Comment:- #Varisu 😍', '@itisprashanth Varisu interview ?', 'Who is pongal winner  #Thunivu #Varisu #ThunivuPongal2023 #VarisuPongal2023 #Thala #ThalapathyVijay𓃵 #VarisuBooking #ThunivuBookings', '#Varisu Tickets  Booking 💥💥', 'Who is pongal winner  #Thunivu #Varisu #ThunivuPongal2023 #VarisuPongal2023 #Thala #ThalapathyVijay𓃵 #VarisuBooking #ThunivuBookings', '@Kotiprince_ @urstrulyMahesh Oka Fandom (who came.for okkadu) oka small gang(who came to get Varisu tickets) kottuk… https://t.co/qDR5XemyHv', 'Tamil Nadu Pre-Sales\\n#Varisu : 3.80 Cr (774 shows)\\n#Thunivu : 3.73 Cr (805 shows)\\nBoth films are trending with exce… https://t.co/WAre5DaIeU', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/8N3Z3jCKLx', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/8N3Z3jCKLx', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/8N3Z3jCKLx', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/OgAn1L6YRh', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/OgAn1L6YRh', 'Pre-Sales Gross⬇️\\n\\nTamilnadu : #V &gt; #T\\nKerala : #V &gt; #T\\nKarnataka : #V &gt; #T \\nOverseas : #V &gt; #T\\n\\n#Varisu Leading Al… https://t.co/OgAn1L6YRh', '@sbcinemas when will the bookings open for #Varisu? We are waiting eagerly. @actorvijay.', 'Varisu movie chudali ani undi ani chepte ee samajam nannu oppukuntunda ?', '#VarisuBookings #Varisu 2 Tickets available on 11th Jan Rohini screen 2 9pm show. Online price only.', 'My Self Thala Fan &amp; My friend is Thalapathy Fan so back to back #Thunivu  #Varisu\\nMy favorite theatre @vidyaRGB Fir… https://t.co/0XA5Bsyjnk', 'My Self Thala Fan &amp; My friend is Thalapathy Fan so back to back #Thunivu  #Varisu\\nMy favorite theatre @vidyaRGB Fir… https://t.co/0XA5Bsyjnk', 'காலைல 4 மணிக்கு யார்ரா நாடகம் பார்ப்பா... #Varisu\\n\\n#Thunivu', \"Redgiant = starsports .....actually it's not a clash it's just a normal aus vs sl match...#Varisu\", \"#Varisu Tv Promo's Today\", '@THM_Off Absolutely correct  #Varisu', '@TamizhVijay90 @Chrissuccess Varisu Trailer 😅😅😅😅', 'According to @PTTVOnlineNews ,\\n\\nThe Pre business sale of #Varisu is 295.5 CR and the Pre business sale of #Thunivu is 193.6 CR.', 'According to @PTTVOnlineNews ,\\n\\nThe Pre business sale of #Varisu is 295.5 CR and the Pre business sale of #Thunivu is 193.6 CR.', \"#Thunivu #ThunivuPongal\\n#VarisuPongal  let's celebrate noth films.... Sandaillama santhosama kondatunga.THALA+THALA… https://t.co/xQt3TMgX6o\", \"Hello @ChakravarthyNgl Where Is the Update 😉\\n\\nPongal Is Here's What About Your's.\\n\\n#Varisu | #Thunivu \\n\\n#kumarinews\", '#Varisu &amp; #Thunivu UAE  Pre-sales ⭐ : \\n\\n#Thunivu  - 4,223 admits..🤙\\n\\n#Varisu  - 2,908 admits..', '#Varisu &amp; #Thunivu UAE  Pre-sales ⭐ : \\n\\n#Thunivu  - 4,223 admits..🤙\\n\\n#Varisu  - 2,908 admits..', \"@TRICHYCINEMAS #Varisu @ #Trichy Ramba 2.50PM show 3 #tickets available. Only on base price only. Intrested one's DM me.\", \"@TRICHYCINEMAS #Varisu @ #Trichy Ramba 2.50PM show 3 #tickets available. Only on base price only. Intrested one's DM me.\", '@sriniksv Varisu ki kuda veltara 😱😱😱', '#Varisu or #Thunivu\\n@actorvijay \\n#AjithKumar', '@jeevaskj Vazhthukkal Nanba\\n#Varisu \\n@actorvijay', '@srisakthicinema Varisu eppo pa open', '#Varisu #VarisuFromJan11  tag tranding\\n#VarisuBookings', 'Lmr in talks for #Varisu 🤠', '@shwetha0811 Varisu fresh story a andi ?😂😂', '#Varisu #VarisuFromJan11  tag tranding\\n#VarisuBookings', '#Varisu or #Thunivu\\n@actorvijay \\n#AjithKumar', 'New promo @SVC_official @7screenstudio   #Varisu ??', 'Vamsi story telling dhan #Varisu', '@iamrahman_offl First screenshot Thunivu, Second Varisu', '@venkyreviews Please Increase shows @ShlokaEnts #Varisu', 'Salem theatres - Book my show and Tickets new as of now \\n\\nThunivu - 7 theatres\\nVarisu - 6 theatres \\n\\n#Thunivu', '@_PVRCinemas Varisu Bookings epo. open chesthavo', 'Booking open for @BlueCinemas vellore \\n#Varisu', 'மதுரைல தளபதி பேன்ஸ் டிக்கெட் புக்கிங்ல மாஸ் காட்றாங்க\\nஆனாலும் மாட்டுத்தாவணில தலதான் மாஸ்னு முட்டுத்தாறானுங்க\\n\\n#Varisu', '#Varisu Promo ? \\n@SVC_official @7screenstudio \\n\\n@actorvijay #VarisuPongal', '@Sathya_Cinemas  \\nFdfd iruka sir 🙄\\n\\n#Varisu\\n@actorvijay', 'Salem theatres - Book my show and Tickets new as of now \\n\\nThunivu - 7 theatres\\nVarisu - 6 theatres \\n\\n#Thunivu', '@Arp_2255 @actorvijay Varisu FD ponille kanan', '@UmairSandu Thunivu or Varisu choose one', '#Varisu Australia 🇦🇺 BO Day1 Pre-sales $100k+ 🔥🔥😎', '@VRFridayMatinee Anirudh singing in Varisu &amp; Thunivu.', 'Neersam Sankranthi trailer meedhe @directorvamshi @SVC_official \\n#Varisu', 'Chennai Bookings Chustunte 🥵🥵\\n\\nBoth #Thunivu &amp; #Varisu 🔥', 'Booking Done ☑️ 😍\\n@TPVMultiplex \\n #Varisu #VarisuPongal @actorvijay\\n#VarisuBookings 💥💥💥', '@VRFridayMatinee Anirudh singing in Varisu &amp; Thunivu.', 'Chennai Bookings Chustunte 🥵🥵\\n\\nBoth #Thunivu &amp; #Varisu 🔥', '#Varisu Australia 🇦🇺 BO Day1 Pre-sales $100k+ 🔥🔥', 'Varisu Pongal at Hyderabad. Dei Release pannungadawwww!', 'Vellore Alankar Cinemas avanunga edathaye pudichachi 🔥\\n#Varisu', '@narattor18 Varisu Poster kandappol original anenn thonni ❤\\u200d🔥', '#Varisu New Promo Start from tomorrow 🥁🔥💥 @actorvijay', 'Bookings open now @TPVMultiplex \\n#varisuBookings \\n #Varisu #VarisuPongal @actorvijay\\n❤️💥', 'Most of Theatre main screen #Varisu in Vellore 🚶', '@FunnyVi93620304 @VasiaghOfficial Varisu nadagam Vida Romba mosama erukutham', '#Thunivu &amp; #Varisu \\nBookings open at Adyar Ganapathiram', '@Nomad9785 Yaaru sonna aamainga neengaley sollikuringala 🐢🤣🤣\\n\\n#Varisu #VarisuFromJan11', '@GlamGirl_Geetha @Samanthaprabhu2 Gud Mrng Geetha ❤\\n\\n#Beast #Varisu @actorvijay', '@KATHTHI2000 @chennai_ak_fans Varisu nadagam Vida Romba Kevalama erukutham', '#Sankranthi2023 \\n\\nAlbum wise \\n#Varisu &gt; #WaltairVeerayya &gt;#VeeraShimaReddy \\n\\nTrailer wise \\n#WaltairVeerayya &gt; #VeeraSimhaReddy &gt;#Varisu', '#Sankranthi2023 \\n\\nAlbum wise \\n#Varisu &gt; #WaltairVeerayya &gt;#VeeraShimaReddy \\n\\nTrailer wise \\n#WaltairVeerayya &gt; #VeeraSimhaReddy &gt;#Varisu', '@vijayatanjore enayaa oru updatum ila🙄 silent ah iruka \\n#Varisu', '@archanakalpathi Mam when @agscinemas  gonna open booking for #Varisu', '@RahulVK18_ Varisu 250+\\nThunivu 200+\\nWv 170+\\nVsr 130+', '@Sumovj @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@Py_TFC_2 @actorvijay Varisu almost full at new cinema krishnalaya😍', '@Salmanf50611223 @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', 'Most likely #Vaarasudu Event tomorrow in Hyderabad\\n\\n#Varisu @actorvijay', 'Why in karur #Thunivu and #Varisu bookings are dull', 'How much #Varisu will collect in TN Box office', '@Natasha_sreesha @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@Jarus_Sk @VJViper_jd7 Varisu 10 shows thunivu 7 shows', '@Jarus_Sk @VJViper_jd7 Varisu 10 shows thunivu 7 shows', '@BharathiVfc1 @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@VishnuCinemas  When will #VarisuBookings start? please update... #Varisu @actorvijay', '@bindutweetss @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@Akshay_VJfanboy @actorvijay Gud Mrng Bro ❤\\n\\n#Beast #Varisu @actorvijay', '@Madesh_VFC_ @actorvijay Gud Mrng Nanba ❤\\n\\n#Beast #Varisu @actorvijay', '@VJMahi05 @actorvijay Gud Mrng Thambi ❤\\n\\n#Beast #Varisu @actorvijay', '@DvSuruli02 @actorvijay Gud Mrng Mams ❤\\n\\n#Beast #Varisu @actorvijay', 'Salem Areas Theater cout pongal releases : -\\n\\n#Varisu - 45\\n\\n#Thunivu - 54', 'No Uday No Glory Itha Trend panalamea \\n\\n#Varisu', '@Nomad9785 Nee #Varisu Zib la erundhu vaaya edu da tharkuri', '@SubaVj16 @actorvijay Gud Eve Subi ❤\\n\\n#Beast #Varisu @actorvijay', 'Salem Areas Theater cout pongal releases : -\\n\\n#Varisu - 45\\n\\n#Thunivu - 54', '#Varisu AGS Booking tonight (All Properties)\\n\\nPVR tomorrow early morning', '@GTelefilms @actorvijay @directorvamshi @MusicThaman @iamRashmika @AAFilmsIndia @TSeries Varisu hindi trailer', '@GUNAAVIJAY_02 @actorvijay Gud Mrng Mams ❤\\n\\n#Beast #Varisu @actorvijay', 'Thathu pillayin paasa porattum \\n#Varisu  putham pudhiya mega serial \\n....\\n\\n#Thunivu', '@Seenu__VJ @Bigil_Girl_ @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@PKarthi77952702 @Bigil_Girl_ @actorvijay Gud Mrng ❤\\n\\n#Beast #Varisu @actorvijay', '@GayuTweetz @actorvijay Gud Mrng Akka ❤\\n\\n#Beast #Varisu @actorvijay', '@JJaganVJAa_Off @actorvijay Gud Mrng Bro ❤\\n\\n#Beast #Varisu @actorvijay', '@Saro_bala_ @actorvijay Gud Mrng Nanba 😍❤\\n\\n#Beast #Varisu @actorvijay', '@vijaybaskar240 @Ram_Ro92 @actorvijay Gud Mrng 🤩\\n\\n#Beast #Varisu @actorvijay', '@VinothvjSam94 @actorvijay Gud Mrng Bro ❤\\n\\n#Beast #Varisu @actorvijay', '#waltairveeraya &gt; #VeeraSimhaReddy  &gt; #Thunivu &gt; #Varisu \\n&lt;&lt;&lt;&lt;&lt;IMO&gt;&gt;&gt;&gt;&gt; https://t.co/YLuQEadxHT', 'WHO WILL COLLECT MORE AT TN IN DAY 1 🔥🔥\\n#Varisu vs #Thunivu', '#Varisu new promos to air from today #PonniyinSelvan1 premiere in @SunTV', '@KasthuriRajand1 @Ram_Ro92 @actorvijay Gud Mrng Akka ❤\\n\\n#Beast #Varisu @actorvijay', '@V_F_C_Madesh @Ram_Ro92 @actorvijay Gud Mrng Nanba ❤\\n\\n#Beast #Varisu @actorvijay', 'Top 4 Overseas Bookings as of Now \\nOpened locs \\n\\n#Varisu\\n#VeeraSimhaReddy \\n#WaltairVeerayya\\n#Thunivu', '@Mahesh39972943 @udhayas04916369 @eyy_eppurra @venkyreviews Yow did you know about Varisu\\nUSA distributor?', '@VJMahi05 @actorvijay @RoshanVj56 @MersalTFC Gud Mrng Thambi ❤\\n\\n#Beast #Varisu @actorvijay', '#Varisu &amp; #Thunivu both movies Tickets booking open now in All Over  Tamilnadu ....', '#VarisuPromo during #PS1 telecast in Sun Tv ~ Hope this is happening 🔥🔥🔥\\n\\n#Varisu #VarisuPongal', '#Varisu &amp; #Thunivu both movies Tickets booking open now in All Over  Tamilnadu ....', '1st day expect collection tamilnadu :- \\n\\n#Varisu - 25 + Cr\\n#Thunivu - 20+ Cr', '1st day expect collection tamilnadu :- \\n\\n#Varisu - 25 + Cr\\n#Thunivu - 20+ Cr', 'Rohini Theatre - Day1 Both Movies #Varisu &amp; #Thunivu Sold Out...\\n\\n@RohiniSilverScr #VarisuBooking #ThunivuBooking', 'Vellore town\\n#Varisu - 6/15 Fast filling\\nThunivu - 4/20 fast filling\\n⚡️⚡️🥳', '#Varisu and #Thunivu gonna experience in city best technically strong screens \\n\\n@GKcinemas / DeviKarumari  \\n@greencinemas_', 'Vellore town\\n#Varisu - 6/15 Fast filling\\nThunivu - 4/20 fast filling\\n⚡️⚡️🥳', '#Varisu and #Thunivu gonna experience in city best technically strong screens \\n\\n@GKcinemas / DeviKarumari  \\n@greencinemas_', '@Aparichituduu A matter late ga telsindi ninna sudarshan lo show unapudu telistey Varisudu cut out legisipoyedi', '@dsouza_ani @actorvijay Gud Mrng Akka❤...Yes Akka...You?\\n\\n#Beast #Varisu @actorvijay', '@Udhaystalin bro.... \\n\\n#Varisu ku main screen niraye kidaikala... Equal ah kudunga.... Unga arasiyal engakita venam.... \\n\\n@RedGiantMovies_', '@rameshlaus Varisu koode clash aakunathinala inge thunivu kku reach irukkum if content is good then vaipu irukku.', '@rameshlaus Varisu koode clash aakunathinala inge thunivu kku reach irukkum if content is good then vaipu irukku.', '#Varisu Karnataka Day 1 Pre Sales Crossed ₹50 Lakhs 👌\\n\\nMore Shows Will Open by Today Night or Tommorrow Morning 👍', '#Varisu Karnataka Day 1 Pre Sales Crossed ₹50 Lakhs 👌\\n\\nMore Shows Will Open by Today Night or Tommorrow Morning 👍', 'Day1 All Shows Tickets Sold out at Green Cinemas, Padi for Both #Varisu &amp; #Thunivu \\n\\n@greencinemas_  #VarisuBooking #ThunivuBooking', '#Varisu Karnataka Day 1 Pre Sales Crossed ₹50 Lakhs 👌\\n\\nMore Shows Will Open by Today Night or Tommorrow Morning 👍', \"Thalapathy Vijay Mass HD Pic's\\nFrom #Varisu &amp; #Vaarasudu \\nDM Me @RepalleMBFans\\n#Thalapathy67𓃵 #Vijay \\n#ThalapathyVijay #VarisuPongal\\u200c\", '@JishnuG2 Varisu irngmbo athm aayt compare chynm 400screens , almost all shows houseful aarikm 1st day. Youth decides collection.', '@sathish97776160 @T2BLive @namasthebaa @Kanagaraj_Aniya Idhey runtime ayithey \\nboss uu balayya dhi avg ayithey chalu #Varisu dead sleep ey😂😂', 'Tn lo kuda Thalapathy ey lead unnadu as of now \\nRural area lo kuda aa bookings 💥 #Varisu ✅', 'As of now bookings Stats :\\n\\n#Varisu 53/105 Fulls \\n#Thunivu 52/95 Fulls \\n\\nBoth Bookings are mass 🔥', '@esalacupnamdea Thunivu Leading in USA, UAE\\nVarisu Leading in TN, UK, Australia, Malayasia, Sri Lanka So Far.', 'Bangalore Booking Open Status\\nIncluding Bookmyshow &amp; TicketNew\\n1st day\\n#Varisu - 188 Shows 🔥\\n\\n#Thunivu - 85 shows 🤫\\n\\nKnow your level 😂', 'Pongal Release Vellore Theatre Count \\n\\n#Thunivu - 2\\n1.Aascars Theatre \\n2.Galaxy \\n\\n#Varisu - 2\\n1.Alankar\\n2.Galaxy \\n\\n#Vijay #Ajith #Vellore', 'Tn lo kuda Thalapathy ey lead unnadu as of now \\nRural area lo kuda aa bookings 💥 #Varisu ✅', 'As of now bookings Stats :\\n\\n#Varisu 53/105 Fulls \\n#Thunivu 52/95 Fulls \\n\\nBoth Bookings are mass 🔥', 'Thunivu daily 3 shows :8Am,2:30pm,10:30pm\\n\\nVarisu daily 2 shows : 10:30am,6:30pm', 'Thunivu daily 3 shows :8Am,2:30pm,10:30pm\\n\\nVarisu daily 2 shows : 10:30am,6:30pm', 'Trailers:\\n#VeeraSimhaReddy &gt;&gt; #Thunivu &gt;&gt; #Varisu &gt;&gt; #WaltairVeerayya', '@Waltair_Varisu డేయ్ డేయ్ ఫేక్ కి అయినా హద్దు ఉండాలి కదా బ్రో మరీ ఇంతలా దిగజారాల చెప్పు 🤦🏻 #SuperStar విలువ పోగొట్టకండి బ్రో.', '@KINGVettri_offl Varisuvinu pokum, Thunivu positive aayal OTT vannittu kaanum!']}\n"
     ]
    }
   ],
   "source": [
    "# First, create the feature matrix\n",
    "\n",
    "from sklearn.metrics import accuracy_score\n",
    "from sklearn.feature_extraction.text import CountVectorizer\n",
    "import sklearn\n",
    "\n",
    "data = movie_TV.find({\"text\": {\"$regex\": \"Varisu\"}}).limit(500)\n",
    "X = []\n",
    "for tweet in data:\n",
    "    X.append(tweet[\"text\"])\n",
    "\n",
    "# Then, use a count vectorizer to convert the text into numerical features\n",
    "vectorizer = CountVectorizer()\n",
    "X_features = vectorizer.fit_transform(X)\n",
    "\n",
    "# Next, use cosine similarity to compute similarity scores between all pairs of tweets\n",
    "similarity = sklearn.metrics.pairwise.cosine_similarity(X_features)\n",
    "\n",
    "# Finally, for a given tweet, find the indices of the most similar tweets\n",
    "tweet_index =1611918228258971648 # specify the index of the tweet for which you want to find similar tweets\n",
    "documesnt = movie_TV.find_one({\"id\": tweet_index})\n",
    "document_index = list(movie_TV.find().limit(500)).index(documesnt)\n",
    "print(document_index)\n",
    "similar_indices = similarity[document_index].argsort()[::-1][1:]  # exclude the tweet itself\n",
    "similar_tweets = [X[i] for i in similar_indices]\n",
    "tweet_taken=movie_TV.find_one({\"id\": tweet_index},{'text':1,'_id':0})\n",
    "print(\"Similar tweets:\", {tweet_taken['text']:similar_tweets})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b4294875-e70f-40a0-8c2b-be45819993be",
   "metadata": {
    "id": "b4294875-e70f-40a0-8c2b-be45819993be"
   },
   "outputs": [],
   "source": []
  }
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