filter indian tweets and storing.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: vaderSentiment in h:\\anaconda\\lib\\site-packages (3.3.2)\n",
      "Requirement already satisfied: requests in h:\\anaconda\\lib\\site-packages (from vaderSentiment) (2.22.0)\n",
      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in h:\\anaconda\\lib\\site-packages (from requests->vaderSentiment) (1.25.8)\n",
      "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in h:\\anaconda\\lib\\site-packages (from requests->vaderSentiment) (3.0.4)\n",
      "Requirement already satisfied: idna<2.9,>=2.5 in h:\\anaconda\\lib\\site-packages (from requests->vaderSentiment) (2.8)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in h:\\anaconda\\lib\\site-packages (from requests->vaderSentiment) (2019.11.28)\n",
      "Requirement already satisfied: geopy in h:\\anaconda\\lib\\site-packages (1.22.0)\n",
      "Requirement already satisfied: geographiclib<2,>=1.49 in h:\\anaconda\\lib\\site-packages (from geopy) (1.50)\n"
     ]
    }
   ],
   "source": [
    "# !pip install vaderSentiment\n",
    "# !pip install geopy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tweepy\n",
    "from tweepy.streaming import StreamListener\n",
    "from tweepy import OAuthHandler\n",
    "from tweepy import Stream\n",
    "from tweepy import API\n",
    "from tweepy import Cursor\n",
    "\n",
    "from  geopy.geocoders import Nominatim\n",
    "\n",
    "from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer \n",
    "\n",
    "import re\n",
    "import csv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "API_key=''\n",
    "API_secret_key=''\n",
    "access_token=''\n",
    "access_token_secret=''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "H:\\anaconda\\lib\\site-packages\\ipykernel_launcher.py:1: DeprecationWarning: Using Nominatim with the default \"geopy/1.22.0\" `user_agent` is strongly discouraged, as it violates Nominatim's ToS https://operations.osmfoundation.org/policies/nominatim/ and may possibly cause 403 and 429 HTTP errors. Please specify a custom `user_agent` with `Nominatim(user_agent=\"my-application\")` or by overriding the default `user_agent`: `geopy.geocoders.options.default_user_agent = \"my-application\"`. In geopy 2.0 this will become an exception.\n",
      "  \"\"\"Entry point for launching an IPython kernel.\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "\"with open('tweets.csv','w') as file:\\n    writer=csv.DictWriter(file,fieldnames=column_headers)\\n    writer.writeheader()\""
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geolocator = Nominatim()\n",
    "sentiment = SentimentIntensityAnalyzer() \n",
    "\n",
    "'''\n",
    "#run only the first time\n",
    "column_headers=['User_Id','Created_at','Location','Latitude','Longitude','Tweet_text','Neutral','Positive','Negative','Sentiment_compound']\n",
    "\n",
    "with open('tweets.csv','w') as file:\n",
    "    writer=csv.DictWriter(file,fieldnames=column_headers)\n",
    "    writer.writeheader()'''\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def deEmojify(text):\n",
    "    #Removing non-ASCII characters (emoji characters)\n",
    "    if text:\n",
    "        return text.encode('ascii', 'ignore').decode('ascii')\n",
    "    else:\n",
    "        return None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "class MyStreamListener(tweepy.StreamListener):\n",
    "    def on_status(self, tweet):\n",
    "        #Extracting tweets\n",
    "        \n",
    "        if tweet.retweeted:\n",
    "            # Avoid retweeted info, and only original tweets will be received\n",
    "            return True\n",
    "        user_location = deEmojify(tweet.user.location)\n",
    "        if 'India' in str(user_location):\n",
    "            try:\n",
    "                id_str = tweet.id_str\n",
    "                created_at = tweet.created_at\n",
    "                \n",
    "                #Pre-processing the text\n",
    "                text = deEmojify(tweet.text)    \n",
    "                #Removing RT, links and special characters in the tweet text\n",
    "                text=' '.join(re.sub(\"(@[A-Za-z0-9]+)|([^0-9A-Za-z \\t])|(\\w+:\\/\\/\\S+)\", \" \", tweet.text).split())\n",
    "                text=' '.join(re.sub(\"RT\",\" \",text).split())\n",
    "                \n",
    "                #Getting the co-ordinates of the user\n",
    "                loc = geolocator.geocode(user_location)\n",
    "                longitude = loc.longitude\n",
    "                latitude = loc.latitude\n",
    "                \n",
    "                #Sentiment analysis by vaderSentiment\n",
    "                sentiment_tweet = sentiment.polarity_scores(text)\n",
    "                tweet_neu=sentiment_tweet['neu']\n",
    "                tweet_pos=sentiment_tweet['pos']\n",
    "                tweet_neg=sentiment_tweet['neg']\n",
    "                tweet_compound=sentiment_tweet['compound']\n",
    "                \n",
    "                with open('tweets.csv','a') as file:\n",
    "                    writer=csv.DictWriter(file,fieldnames=column_headers)\n",
    "                    new_tweet={\n",
    "                        'User_Id':id_str,\n",
    "                        'Created_at':created_at,\n",
    "                        'Location':user_location,\n",
    "                        'Latitude':latitude,\n",
    "                        'Longitude':longitude,\n",
    "                        'Tweet_text':text,\n",
    "                        'Neutral':tweet_neu,\n",
    "                        'Positive':tweet_pos,\n",
    "                        'Negative':tweet_neg,\n",
    "                        'Sentiment_compound':tweet_compound\n",
    "                    }\n",
    "                    writer.writerow(new_tweet)\n",
    "                \n",
    "                print(created_at,\"\\n\",text,\"\\n\",user_location,longitude,latitude)\n",
    "                print(tweet_neu,tweet_pos,tweet_neg,tweet_compound)\n",
    "                \n",
    "            except:\n",
    "                return True\n",
    "\n",
    "    def on_error(self, status_code):\n",
    "        # Since Twitter API has rate limits, this stop srcraping data as it exceed to the thresold.\n",
    "        if status_code == 420:\n",
    "            # return False to disconnect the stream\n",
    "            return False\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2020-06-22 15:08:38 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:08:39 \n",
      " MJ Only 6 000 active COVID 19 cases in a state which has around 24 crore population UP CM Commendable \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.876 0.124 0.0 0.4019\n",
      "2020-06-22 15:08:39 \n",
      " MJ Only 6 000 active COVID 19 cases in a state which has around 24 crore population UP CM Commendable \n",
      " Bidar, India 77.333333 18.083333\n",
      "0.876 0.124 0.0 0.4019\n",
      "2020-06-22 15:08:39 \n",
      " ayurveda Excited to see Waited for it during lockdown Missed it \n",
      " Lucknow, India 80.9346001 26.8381\n",
      "0.662 0.176 0.162 0.0516\n",
      "2020-06-22 15:08:40 \n",
      " Before conducting exams Please open your parliament All mode of transportation stop area getting sealed after gett \n",
      " Sagardighi, West Bengal, India 88.1332168517106 24.308991749999997\n",
      "0.769 0.118 0.113 0.0258\n",
      "2020-06-22 15:08:43 \n",
      " I am a student of BBA Sir the corona is spreading very fast I request you to cancel the exam and promote student \n",
      " Uttar Pradesh, India 80.859666 27.1303344\n",
      "0.82 0.102 0.078 0.1531\n",
      "2020-06-22 15:08:43 \n",
      " Jagannath temple pleaded to use elephants instead of ppl to prevent gathering to broadcast Rath Yatra live But SC REJE \n",
      " India 78.6677428 22.3511148\n",
      "0.948 0.052 0.0 0.0129\n",
      "2020-06-22 15:08:46 \n",
      " BMC have been able to effectively bring down the Covid 19 spread in Dharavi Health Ministry \n",
      " West Bengal, India 87.6855882 22.9964948\n",
      "0.838 0.162 0.0 0.4404\n",
      "2020-06-22 15:08:48 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " Meerut, India 77.683333 28.916667\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:08:48 \n",
      " Here Is My Gift To ThalapathyVijay Anna amp His Fans Few Lines From TherikkumThalapathy Just Wait For The Full S \n",
      " Kumbakonam, India 79.37173036154906 10.9645549\n",
      "0.868 0.132 0.0 0.4404\n",
      "2020-06-22 15:08:49 \n",
      " In coming days SALEM might turn worser \n",
      " Salem, India 78.1602498 11.6612012\n",
      "0.667 0.0 0.333 -0.4588\n",
      "2020-06-22 15:08:49 \n",
      " Rajender Sir I big mistake we did was we did not use the lockdown period to test and i \n",
      " Hyderabad,India 78.46106473453146 17.38878595\n",
      "0.882 0.0 0.118 -0.34\n",
      "2020-06-22 15:08:49 \n",
      " Day 74 We Are Very Proud To Say The One And Only Fans Club Members Doing Welfare Works More Than 70 Days For T \n",
      " Namakkal, India 78.23739801779963 11.2191319\n",
      "0.871 0.129 0.0 0.5256\n",
      "2020-06-22 15:08:52 \n",
      " Delhi Government becomes the first in the country to requisition its hotels Starting this week 25 establishments \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:08:52 \n",
      " iyc Participated in a video conference with all MLA s MP s MLC s addressed by revenue minister of Maharash \n",
      " Pakur,Jharkhand,India 87.8556962 24.6379064\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:08:53 \n",
      " ThalapathyVijay movie count on Tamil satellite channels during lockdown is now 133 Incl Repeats lead \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:08:54 \n",
      " NoExamsInCovid About exam in corona pandemic Me \n",
      " Delhi, India 77.2219388 28.6517178\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:08:54 \n",
      " pls help I have been raised network issue in April still it s not yet resolved by Airtel team I think they ar \n",
      " Navi Mumbai, India 73.0198537 19.0308262\n",
      "0.784 0.157 0.059 0.3574\n",
      "2020-06-22 15:08:59 \n",
      " Students take years to prepare for exams like NEET and JEE Wouldn t it be unfair if they are asked exams amidst the coro \n",
      " India 78.6677428 22.3511148\n",
      "0.797 0.091 0.112 -0.1531\n",
      "2020-06-22 15:09:00 \n",
      " News Around 18 000 COVID 19 tests being conducted daily in Delhi CM Arvind Kejriwal \n",
      " India  78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:05 \n",
      " Really I Didn t Expected This Video Will Get Such A Strong amp Positive Response Just Shared Few Lines From Theri \n",
      " Kovilpatti, India 77.83047762243062 9.0653134\n",
      "0.659 0.341 0.0 0.8519\n",
      "2020-06-22 15:09:05 \n",
      " Thank you my dear friends on for your love warmth constructive criticism and appreciation I learn a lot from y \n",
      " Surat, India 72.8081281 21.1864607\n",
      "0.376 0.54 0.084 0.9413\n",
      "2020-06-22 15:09:06 \n",
      " Amazon India has added 50 000 new sellers during lockdown from previously untapped geographies including Darbhanga in Bih \n",
      " India 78.6677428 22.3511148\n",
      "0.909 0.091 0.0 0.1779\n",
      "2020-06-22 15:09:08 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " Rajasthan, India 73.7684549 26.8105777\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:09:08 \n",
      " Look at the support for these actors who dint even speak up for sushant and also against Bollywood mafia This is \n",
      " Madhya Pradesh, India 79.39486954625225 23.9699282\n",
      "0.881 0.119 0.0 0.4019\n",
      "2020-06-22 15:09:10 \n",
      " saran I hv no selfies nor had a chance 2 meet him But this moment happened just before lockdown when his speech went 1 on \n",
      " Madurai South, India 78.08651236944388 9.8696551\n",
      "0.886 0.0 0.114 -0.2429\n",
      "2020-06-22 15:09:12 \n",
      " Woww Vijay s first photo during quarantine lockdown released Thalapathy HBDTHALAPATHYVijay \n",
      " Kovilpatti, India 77.83047762243062 9.0653134\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:14 \n",
      " India s COVID 19 cases rise by 14 821 to cross 4 25 lakh 445 deaths in last 24 hours Read Story \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:15 \n",
      " Is the coronavirus situation making you fearful and anxious Sadhguru shares a unique perspective on how to cope with C \n",
      " Bengaluru, India 77.5912997 12.9791198\n",
      "0.697 0.09 0.213 -0.4588\n",
      "2020-06-22 15:09:18 \n",
      " Thank you my dear friends on for your love warmth constructive criticism and appreciation I learn a lot from y \n",
      " Chittaurgarh, India 74.5 24.5\n",
      "0.376 0.54 0.084 0.9413\n",
      "2020-06-22 15:09:20 \n",
      " NEWS NASCAR industry sources tell me Richard Petty will attend today s race at Talladega to stand in solidarity w \n",
      " Indianapolis, IN -86.1583502 39.7683331\n",
      "0.818 0.1 0.082 0.1027\n",
      "2020-06-22 15:09:23 \n",
      " Holding RathYatra in Puri amid COVID 19 pandemic is a challenge Festival must be celebrated by striking perfect \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.541 0.459 0.0 0.8979\n",
      "2020-06-22 15:09:27 \n",
      " DelhiGovernment becomes the first in the country to requisition its hotels Starting this week 25 establishments will be \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:30 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:09:30 \n",
      " Desi Couple Enjoying lockdown Period 3 6 \n",
      " Navi Mumbai, India 73.0198537 19.0308262\n",
      "0.638 0.362 0.0 0.5267\n",
      "2020-06-22 15:09:30 \n",
      " today alone 156 cases bro totally 800 lockdown for next 1 week from tomorrow midnight \n",
      " India | Stockholm 18.0687399 59.2907286\n",
      "0.875 0.0 0.125 -0.25\n",
      "2020-06-22 15:09:31 \n",
      " anand It s been 10 days since I tested positive for Corona and for the first time Symptoms appeared today A little fever and \n",
      " India 78.6677428 22.3511148\n",
      "0.865 0.135 0.0 0.5574\n",
      "2020-06-22 15:09:33 \n",
      " While the news was on India China conflict 1 corona cases continue to rise sharply Pune just had its highest singl \n",
      " Kolkata, India 88.3567751581234 22.54541245\n",
      "0.897 0.0 0.103 -0.3182\n",
      "2020-06-22 15:09:37 \n",
      " Did you know that Soap is the biggest enemy of Coronavirus Wash your hands regularly amp take all other precautionary steps \n",
      " Veraval, India 70.3781 20.9057\n",
      "0.851 0.0 0.149 -0.5423\n",
      "2020-06-22 15:09:36 \n",
      " Let not India s surender mislead you into thinking that India has won the Corona war The battle against Coronavi \n",
      " Kerala, India 76.5120396 10.3528744\n",
      "0.625 0.136 0.239 -0.4215\n",
      "2020-06-22 15:09:39 \n",
      " Report Only 6 000 active COVID 19 cases in a state which has around 24 crore population UP CM \n",
      " Maharashtra, India 76.0554568 19.531932\n",
      "0.87 0.13 0.0 0.4019\n",
      "2020-06-22 15:09:40 \n",
      " Name CORONA Surname VIRUS Nick Name COVID Age 19 Mother CHINA Current Boyfri \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:41 \n",
      " Impose the world s harshest lockdown which failed to slow the spread of the virus and now allow a major religious event \n",
      " Bengaluru, India 77.5912997 12.9791198\n",
      "0.614 0.065 0.321 -0.8176\n",
      "2020-06-22 15:09:42 \n",
      " G bad Veteran specialist takes charge of Covid 19 management at Yashoda Hospital Kaushambi via in \n",
      " India 78.6677428 22.3511148\n",
      "0.811 0.0 0.189 -0.5423\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2020-06-22 15:09:43 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Chennai, India 80.2838331 13.0801721\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:09:44 \n",
      " When I step on the weighing machine after lockdown My weighing machine to me \n",
      " Bengaluru, India 77.5912997 12.9791198\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:09:44 \n",
      " bitch soul 72 bitch0 Face to asha bna lete km se km Flowers v bhut du \n",
      " India 78.6677428 22.3511148\n",
      "0.798 0.0 0.202 -0.5859\n",
      "2020-06-22 15:09:45 \n",
      " There was a lockdown in the country because of corona Meanwhile the Delhi police were making arrest students On \n",
      " Jaisalmer, India 70.7785056232077 27.02801615\n",
      "0.882 0.0 0.118 -0.34\n",
      "2020-06-22 15:09:49 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:09:50 \n",
      " Happy to be back to normal life after almost 25 days We live in a joint family of 12 people My chacha was tested positi \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.866 0.134 0.0 0.5719\n",
      "2020-06-22 15:09:51 \n",
      " Thank you my dear friends on for your love warmth constructive criticism and appreciation I learn a lot from y \n",
      " India 78.6677428 22.3511148\n",
      "0.376 0.54 0.084 0.9413\n",
      "2020-06-22 15:09:52 \n",
      " Wage settlement of 12 Lac Bankers pending since 964Days now who worked tirelessly in lockdown under risk of Coivd \n",
      " India 78.6677428 22.3511148\n",
      "0.896 0.0 0.104 -0.2732\n",
      "2020-06-22 15:09:53 \n",
      " This EORS I couldn t buy blazer because i used my money for poor people who has been stuck here due to lo \n",
      " Nagpur, India 79.0820556 21.1498134\n",
      "0.805 0.0 0.195 -0.6249\n",
      "2020-06-22 15:09:54 \n",
      " Pleased to share that our government have decided to provide one time assistance of 1000 to 1289 cultural artists each from \n",
      " Agartala, India 91.2823821 23.8312377\n",
      "0.788 0.212 0.0 0.6249\n",
      "2020-06-22 15:09:54 \n",
      " Report Only 6 000 active COVID 19 cases in a state which has around 24 crore population UP CM \n",
      " Faridabad, India 77.3085626 28.402837\n",
      "0.87 0.13 0.0 0.4019\n",
      "2020-06-22 15:09:55 \n",
      " Depression Is Much More Than Sadness MentalHealth Issues During COVID19 Coronavirus Lockdown Quarantine MentalHea \n",
      " Kerala, India 76.5120396 10.3528744\n",
      "0.636 0.0 0.364 -0.7832\n",
      "2020-06-22 15:09:58 \n",
      " TN government s appointment of audit inspectors for HinduTemples raises eyebrows as the state reels under Corona http \n",
      " Sonipat, India 77.0167323 29.0033144\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:01 \n",
      " This is actually how we are dealing with Covid 19 COVID19 \n",
      " Patna, India 85.1235252 25.6093239\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:01 \n",
      " A talented filmmaker friend of mine has made a video capturing the stories heroes challenges amp struggles faced b \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.507 0.402 0.091 0.8225\n",
      "2020-06-22 15:10:02 \n",
      " PM has urged us all to get Vocal for Local encourage local manufacturing promote Indian brands des \n",
      " India 78.6677428 22.3511148\n",
      "0.718 0.282 0.0 0.7096\n",
      "2020-06-22 15:10:02 \n",
      " Some foreign countries gifted 32 ventilators as a charity to the Afghan government so that they could help COVID 19 pat \n",
      " India 78.6677428 22.3511148\n",
      "0.776 0.224 0.0 0.6705\n",
      "2020-06-22 15:10:02 \n",
      " Doesn t the government care about lives of people First the faulty ventilators and now exams amidst corona virus Start ca \n",
      " India 78.6677428 22.3511148\n",
      "0.776 0.131 0.094 0.2263\n",
      "2020-06-22 15:10:03 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:10:03 \n",
      " Pls cancel examination durind corona virus pandemic situation NoExamInCovid Hsaftercorona cancleboardexams cancleAKTUexams \n",
      " Sainthia, India 87.67969840644172 23.8698858\n",
      "0.752 0.098 0.15 -0.1779\n",
      "2020-06-22 15:10:04 \n",
      " Madurai enn dha lockdown College exam cancel pananla \n",
      " India 78.6677428 22.3511148\n",
      "0.778 0.0 0.222 -0.25\n",
      "2020-06-22 15:10:05 \n",
      " NoExamsInCovid Day by day so many cases increase in our India so how this possible that exam to started some day \n",
      " Daman, India 72.86376290300566 20.42000485\n",
      "0.886 0.114 0.0 0.3744\n",
      "2020-06-22 15:10:05 \n",
      " Pleased to share that our government have decided to provide one time assistance of 1000 to 1289 cultural artists each from \n",
      " Tripura, India 91.7025091 23.7750823\n",
      "0.788 0.212 0.0 0.6249\n",
      "2020-06-22 15:10:06 \n",
      " They re also even more liberal than the US in counting deaths as covid \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:07 \n",
      " Day 74 We Are Very Proud To Say The One And Only Fans Club Members Doing Welfare Works More Than 70 Days For T \n",
      " Kerala, India 76.5120396 10.3528744\n",
      "0.871 0.129 0.0 0.5256\n",
      "2020-06-22 15:10:07 \n",
      " I just can t get over how much weight she has lost in lockdown ShehnaazGill HungamaWithShehnaaz gill \n",
      " Patna, India 85.1235252 25.6093239\n",
      "0.874 0.0 0.126 -0.3182\n",
      "2020-06-22 15:10:08 \n",
      " harbhajan before lockdown Gediyon k snaps during lockdown Baadlo k snaps \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:09 \n",
      " Think and respond to the fourth question Q4 What should be an ideal way to share responsibilities of parenting du \n",
      " Akola, India 77.19217162524623 20.7618624\n",
      "0.763 0.237 0.0 0.6808\n",
      "2020-06-22 15:10:10 \n",
      " And that s how we see the news about us the dear corona amp ur wonderful designs with dead images of us Hi \n",
      " Erode, India 77.67662686841793 11.369204400000001\n",
      "0.654 0.206 0.141 0.25\n",
      "2020-06-22 15:10:10 \n",
      " Delhi to revise COVID 19 pandemic management plan UrbanUpdate NewsAlert Covid 19 COVID CoronavirusOutbreak \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:10 \n",
      " NEWS NASCAR industry sources tell me Richard Petty will attend today s race at Talladega to stand in solidarity w \n",
      " Indianapolis, IN -86.1583502 39.7683331\n",
      "0.818 0.1 0.082 0.1027\n",
      "2020-06-22 15:10:11 \n",
      " A talented filmmaker friend of mine has made a video capturing the stories heroes challenges amp struggles faced by our \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.524 0.388 0.087 0.8225\n",
      "2020-06-22 15:10:12 \n",
      " Pleased to share that our government have decided to provide one time assistance of 1000 to 1289 cultural artists each from \n",
      " Agartala, India 91.2823821 23.8312377\n",
      "0.788 0.212 0.0 0.6249\n",
      "2020-06-22 15:10:14 \n",
      " City under threat Increasing corona positive cases leading the city Guwahati to another lockdown Many parts of \n",
      " Guwahati,India 91.753943 26.1805978\n",
      "0.682 0.164 0.155 0.0516\n",
      "2020-06-22 15:10:14 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Bengaluru, India 77.5912997 12.9791198\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:10:15 \n",
      " Remdesivir Favipiravir antiviral drugs no game changers in COVID 19 fight say medical experts via \n",
      " India 78.6677428 22.3511148\n",
      "0.73 0.0 0.27 -0.5859\n",
      "2020-06-22 15:10:15 \n",
      " While the news was on India China conflict 1 corona cases continue to rise sharply Pune just had its highest singl \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.897 0.0 0.103 -0.3182\n",
      "2020-06-22 15:10:15 \n",
      " digital India s COVID 19 cases rise by 14 821 to cross 4 25 lakh 445 deaths in last 24 hours Read Story \n",
      " India  78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:16 \n",
      " The Great India BANANA State UP look what is happening there Govt Women shelter 57 girls Corona 2 Minors Girls Preg \n",
      " India 78.6677428 22.3511148\n",
      "0.83 0.17 0.0 0.6249\n",
      "2020-06-22 15:10:17 \n",
      " Risk of transmission of COVID 19 in Indian States as of 22nd June 2020 The metric is a ratio of active cases to quara \n",
      " India 78.6677428 22.3511148\n",
      "0.821 0.101 0.078 0.1531\n",
      "2020-06-22 15:10:18 \n",
      " While the news was on India China conflict 1 corona cases continue to rise sharply Pune just had its highest singl \n",
      " The India 78.6677428 22.3511148\n",
      "0.897 0.0 0.103 -0.3182\n",
      "2020-06-22 15:10:19 \n",
      " CoronaUpdates Two persons tested positive for COVID 19 in Erode on Monday Four cases added to Erd list on Sunday were c \n",
      " Chennai, India 80.2838331 13.0801721\n",
      "0.854 0.146 0.0 0.5574\n",
      "2020-06-22 15:10:20 \n",
      " Children are delicate but their spirits stronger with Play ToybankPlayAtHomeKit enables them to stand up to life \n",
      " India 78.6677428 22.3511148\n",
      "0.648 0.352 0.0 0.765\n",
      "2020-06-22 15:10:21 \n",
      " Think and respond to the fourth question Q4 What should be an ideal way to share responsibilities of parenting during lo \n",
      " India 78.6677428 22.3511148\n",
      "0.772 0.228 0.0 0.6808\n"
     ]
    },
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     "text": [
      "2020-06-22 15:10:21 \n",
      " karve In democracy shouldn t politicians be held accountable for their decisions Why do politicians have power but no accountabil \n",
      " India 78.6677428 22.3511148\n",
      "0.872 0.0 0.128 -0.4215\n",
      "2020-06-22 15:10:22 \n",
      " Prabhas RRR isn t a pan India film Then how they released rc look in lockdown fans losing their interest \n",
      " Andhra Pradesh, India 80.1863809 15.9240905\n",
      "0.763 0.127 0.11 0.1027\n",
      "2020-06-22 15:10:22 \n",
      " News Holding RathYatra in Puri amid COVID 19 pandemic is a challenge Festival must be celebrated by striking perfect balance be \n",
      " India 78.6677428 22.3511148\n",
      "0.588 0.412 0.0 0.8979\n",
      "2020-06-22 15:10:24 \n",
      " NEWS NASCAR industry sources tell me Richard Petty will attend today s race at Talladega to stand in solidarity w \n",
      " Indianapolis, IN -86.1583502 39.7683331\n",
      "0.818 0.1 0.082 0.1027\n",
      "2020-06-22 15:10:24 \n",
      " This EORS I couldn t buy blazer because i used my money for poor people who has been stuck here due to lockdown \n",
      " India 78.6677428 22.3511148\n",
      "0.805 0.0 0.195 -0.6249\n",
      "2020-06-22 15:10:26 \n",
      " tk TamilNadu government announces complete lockdown in Madurai Paravai Town Panchayat village panchayats of Madurai East \n",
      " Chennai, India 80.2838331 13.0801721\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:26 \n",
      " ThalapathyVijay movie count on Tamil satellite channels during lockdown is now 133 Incl Repeats lead \n",
      " Kovilpatti, India 77.83047762243062 9.0653134\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:27 \n",
      " vaaru How much ever I dislike jagan one must agree he has done a stellar job so far great work \n",
      " Hyderabad, India 78.46106473453146 17.38878595\n",
      "0.642 0.26 0.098 0.6461\n",
      "2020-06-22 15:10:30 \n",
      " Ya people are not following lockdown strictly Now in other districts in TN case also start increasing \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:30 \n",
      " Balkrishna Proud launch of first and foremost evidence based ayurvedic medicine for corona contagion SWASARI VATI CORONIL is \n",
      " Sonipat, India 77.0167323 29.0033144\n",
      "0.724 0.14 0.136 0.0258\n",
      "2020-06-22 15:10:31 \n",
      " Modi govt has embarked upon a merciless destruction of people s livelihood which have already been severely assaulted b \n",
      " India 78.6677428 22.3511148\n",
      "0.558 0.067 0.375 -0.8519\n",
      "2020-06-22 15:10:32 \n",
      " We initiated testing by state of the art COBAS 6800 machine in Patna It can test up to 1500 samples day Hon ble PM \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:35 \n",
      " Tablighi Jamaat was asked to donate blood plasma for corona patients to get rid of villain tag We Indians liter \n",
      " Pune, India 73.8544541 18.521428\n",
      "0.841 0.0 0.159 -0.5574\n",
      "2020-06-22 15:10:36 \n",
      " Is the coronavirus situation making you fearful and anxious Sadhguru shares a unique perspective on how to cope with C \n",
      " India 78.6677428 22.3511148\n",
      "0.697 0.09 0.213 -0.4588\n",
      "2020-06-22 15:10:36 \n",
      " Poonamsharma NoExamsInCovid About exam in corona pandemic Me \n",
      " DCRUST,Sonipat, India 77.0167323 29.0033144\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:36 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Begusarai, India 86.09057109140021 25.5127194\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:10:36 \n",
      " Foreign investment is more welcome in India than in most parts of the world But we have to take precautions to pre \n",
      " India 78.6677428 22.3511148\n",
      "0.907 0.093 0.0 0.2838\n",
      "2020-06-22 15:10:38 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " Tiruchirapalli, India 78.71277098691044 10.76208595\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:10:38 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " Aligarh, India 78.13729027600994 27.87698975\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:10:39 \n",
      " Writes Bas yr i want to go home march se ek he room mai band hu Mc corona U t c nd 9t sweet nini \n",
      " Shimla, India 77.1709729 31.1041526\n",
      "0.842 0.158 0.0 0.5106\n",
      "2020-06-22 15:10:41 \n",
      " Being corona positive girls are pregnant as well whose responsible \n",
      " Pune, India 73.8544541 18.521428\n",
      "0.467 0.533 0.0 0.7906\n",
      "2020-06-22 15:10:41 \n",
      " Quad nations are pissed off UK PM amp Prince affected by Corona Protests in Taiwan Hong Kong amp Tibet Many fed up with 5G blac \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.741 0.0 0.259 -0.7717\n",
      "2020-06-22 15:10:41 \n",
      " Why government don t Care about the health of students corona cases are increasing day by day this situation is ve \n",
      " Jaunpur, India 82.48834097504385 25.7955927\n",
      "0.862 0.138 0.0 0.4939\n",
      "2020-06-22 15:10:41 \n",
      " Mattingly China gave the world coronavirus India gave the world Yoga Corona killed lakhs across the w \n",
      " Kolkata, India 88.3567751581234 22.54541245\n",
      "0.78 0.0 0.22 -0.6705\n",
      "2020-06-22 15:10:43 \n",
      " if any student becomes infected by corona virus and What if someone dies Who will be blamed if anything happens a \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.751 0.0 0.249 -0.743\n",
      "2020-06-22 15:10:44 \n",
      " Every day Corona cases are increasing but still no one is concerned about the students For the government conducting exam \n",
      " India 78.6677428 22.3511148\n",
      "0.872 0.0 0.128 -0.4215\n",
      "2020-06-22 15:10:46 \n",
      " Saddened to know sir has tested positive for Covid 19 and admitted to hospital Wishing him a very speedy r \n",
      " India 78.6677428 22.3511148\n",
      "0.608 0.262 0.129 0.3612\n",
      "2020-06-22 15:10:47 \n",
      " This is actually how we are dealing with Covid 19 COVID19 \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:49 \n",
      " We initiated testing by state of the art COBAS 6800 machine in Patna It can test up to 1500 samples day Hon ble PM \n",
      " Nagaur, India 74.17667537582712 27.0607859\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:49 \n",
      " Every day Corona cases are increasing but still no one is concerned about the students For the government conducting exam \n",
      " India 78.6677428 22.3511148\n",
      "0.872 0.0 0.128 -0.4215\n",
      "2020-06-22 15:10:49 \n",
      " News Holding RathYatra in Puri amid COVID 19 pandemic is a challenge Festival must be celebrated by striking perfect balance be \n",
      " India  78.6677428 22.3511148\n",
      "0.588 0.412 0.0 0.8979\n",
      "2020-06-22 15:10:50 \n",
      " stayindoors stayhome staysafe lockdown 2020 missing deliciousfood brewhousecafeandheri flashback to some \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.82 0.0 0.18 -0.296\n",
      "2020-06-22 15:10:52 \n",
      " Beautiful \n",
      " #Guntur, India 80.4541588 16.2915189\n",
      "0.0 1.0 0.0 0.5994\n",
      "2020-06-22 15:10:54 \n",
      " Lift Up Lou supports Louisville residents well being during COVID 19 municipal \n",
      " Milford, Indiana -85.8455482 41.4097696\n",
      "0.685 0.315 0.0 0.5574\n",
      "2020-06-22 15:10:55 \n",
      " Report Only 6 000 active COVID 19 cases in a state which has around 24 crore population UP CM \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.87 0.13 0.0 0.4019\n",
      "2020-06-22 15:10:56 \n",
      " akankshya Trend Alert NSUI Social Media team is planning to trend NoExamsInCovid today at 3PM Covid cases are increasing ex \n",
      " Jaipur, India 75.820349 26.916194\n",
      "0.896 0.104 0.0 0.296\n",
      "2020-06-22 15:10:58 \n",
      " Think and respond to the fourth question Q4 What should be an ideal way to share responsibilities of parenting du \n",
      " Maharashtra, India 76.0554568 19.531932\n",
      "0.763 0.237 0.0 0.6808\n",
      "2020-06-22 15:10:58 \n",
      " Sir plea \n",
      " Tiruppur, India 77.52604780096844 10.78322705\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:10:59 \n",
      " China fools go and eat corona \n",
      " Hyderabad, India 78.46106473453146 17.38878595\n",
      "0.61 0.0 0.39 -0.4939\n",
      "2020-06-22 15:10:59 \n",
      " Strict rules amp equally stringent implementation needed People who really need essential workers should be allowed if hou \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:00 \n",
      " jpyadav Imagine 100 students will come from 50 60 cities and they will gather in hostels and exam center Are AKU officials not awa \n",
      " Patna, India 85.1235252 25.6093239\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:00 \n",
      " the situation in extremely dangerous in telangana sir we hope our goverment will take proper action on thi \n",
      " Hyderabad, India 78.46106473453146 17.38878595\n",
      "0.718 0.13 0.152 -0.1263\n",
      "2020-06-22 15:10:59 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " Madhya Pradesh India 79.39486954625225 23.9699282\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:11:01 \n",
      " All praises for Delhi Govt s effective distribution of ration to the people during lockdown French Ambassador to India \n",
      " Thane, India 72.9701779 19.1943294\n",
      "0.723 0.277 0.0 0.7579\n"
     ]
    },
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2020-06-22 15:11:01 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " Greater Faridabad, India 77.24271225505706 28.54452615\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:11:02 \n",
      " Let not India s surender mislead you into thinking that India has won the Corona war The battle against Coronavirus is ver \n",
      " Uttar Pradesh, India 80.859666 27.1303344\n",
      "0.651 0.127 0.223 -0.4215\n",
      "2020-06-22 15:11:03 \n",
      " UK accused of trying to thwart rival COVID 19 apps \n",
      " India 78.6677428 22.3511148\n",
      "0.804 0.0 0.196 -0.296\n",
      "2020-06-22 15:11:05 \n",
      " I just can t get over how much weight she has lost in lockdown ShehnaazGill HungamaWithShehnaaz gill \n",
      " Punjab , India 75.5004841 30.9293211\n",
      "0.874 0.0 0.126 -0.3182\n",
      "2020-06-22 15:11:06 \n",
      " Kerala clamps down on travel of aged and kids as Covid 19 cases rise \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:06 \n",
      " How hyperlocal OOH content can help in doing brand recall Want to know how businesses can revive with hyperlocal content \n",
      " Mumbai,India 72.8353355 18.9387711\n",
      "0.726 0.274 0.0 0.6597\n",
      "2020-06-22 15:11:07 \n",
      " Shreeji Sharan hands over 19 storey building for Covid 19 care facility Real Estate News ET RealEstate \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "0.833 0.167 0.0 0.4939\n",
      "2020-06-22 15:11:11 \n",
      " IMPO ANT ALE Large scale cyber attacks are expected through fake emails offering free Covid 19 testing Pl be careful \n",
      " Mumbai, India. 72.8353355 18.9387711\n",
      "0.595 0.182 0.223 -0.2732\n",
      "2020-06-22 15:11:15 \n",
      " Updates 1 Delhi Police opposes Safoora Zargar s bail stating that 39 deliveries in Delhi prison in last 10 years Zargar \n",
      " India 78.6677428 22.3511148\n",
      "0.858 0.0 0.142 -0.5106\n",
      "2020-06-22 15:11:15 \n",
      " Name CORONA Surname VIRUS Nick Name COVID Age 19 Mother CHINA Current \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:16 \n",
      " COVID 19 Claims Another Life In Kashmir Toll 84 \n",
      " Srinagar J&K India 74.8204443 34.0747444\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:17 \n",
      " thewebfreak When there is a hike in corona spread at exponential rate then why exams now Lucknow what is important exam o \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.921 0.079 0.0 0.2023\n",
      "2020-06-22 15:11:19 \n",
      " China gave the world Corona India gave the world Yoga Corona killed lakhs across the world Yoga gave strength power \n",
      " Lucknow, India 80.9346001 26.8381\n",
      "0.7 0.125 0.175 -0.3182\n",
      "2020-06-22 15:11:21 \n",
      " AIFC Day 74 We Are Very Proud To Say The One And Only Fans Club Members Doing Welfare Works More Than 70 Days For This \n",
      " Chennai, India 80.2838331 13.0801721\n",
      "0.876 0.124 0.0 0.5256\n",
      "2020-06-22 15:11:22 \n",
      " Using Storytelling amp Twitter to Help Migrants Stuck in a Lockdown PeopleLikeUsCare \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.68 0.184 0.136 0.1779\n",
      "2020-06-22 15:11:23 \n",
      " I just can t get over how much weight she has lost in lockdown ShehnaazGill HungamaWithShehnaaz gill \n",
      " Navi Mumbai, India 73.0198537 19.0308262\n",
      "0.874 0.0 0.126 -0.3182\n",
      "2020-06-22 15:11:24 \n",
      " I don t know but 1st month after lockdown 24k 2nd month the current one is 11k \n",
      " Gulbarga, India 77.083333 17.166667\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:24 \n",
      " Foreign investment is more welcome in India than in most parts of the world But we have to take precautions to prevent wr \n",
      " Surat, India 72.8081281 21.1864607\n",
      "0.864 0.136 0.0 0.3174\n",
      "2020-06-22 15:11:24 \n",
      " It is disgraceful that a person sitting in the Oval Office would display the frantic desperation that you \n",
      " Indiana, USA -86.1746933 40.3270127\n",
      "0.731 0.0 0.269 -0.7096\n",
      "2020-06-22 15:11:25 \n",
      " Scorecard Religion 1 Science 0 Corona \n",
      " Mumbai, India 72.8353355 18.9387711\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:25 \n",
      " Had an interaction session with more than 100 members from Karimnagar On completion of 1year of MODI 2 0 disc \n",
      " Nizamabad, India 82.99313867937335 26.055317950000003\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:26 \n",
      " Foreign investment is more welcome in India than in most parts of the world But we have to take precautions to prevent wr \n",
      " New Delhi, India  77.2022662 28.6141793\n",
      "0.864 0.136 0.0 0.3174\n",
      "2020-06-22 15:11:26 \n",
      " I feel like we going back on lockdown after the summer smh \n",
      " Indiana, USA -86.1746933 40.3270127\n",
      "0.676 0.169 0.155 0.0516\n",
      "2020-06-22 15:11:28 \n",
      " We are told to appear exams midst of this Corona outbreak even when 85 Syllabus remaining this is ridiculous that Ak \n",
      " Patna, India 85.1235252 25.6093239\n",
      "0.889 0.0 0.111 -0.3612\n",
      "2020-06-22 15:11:29 \n",
      " Is the most dangerous ChineseVirusInIndia after Corona \n",
      " Hyderabad, India 78.46106473453146 17.38878595\n",
      "0.639 0.0 0.361 -0.5256\n",
      "2020-06-22 15:11:31 \n",
      " Day 74 We Are Very Proud To Say The One And Only Fans Club Members Doing Welfare Works More Than 70 Days For T \n",
      " Pondicherry, India 79.8306447 11.9340568\n",
      "0.871 0.129 0.0 0.5256\n",
      "2020-06-22 15:11:31 \n",
      " News Holding RathYatra in Puri amid COVID 19 pandemic is a challenge Festival must be celebrated by striking perfect balance be \n",
      " Asansol, West Bengal, India 86.9746587 23.6871297\n",
      "0.588 0.412 0.0 0.8979\n",
      "2020-06-22 15:11:32 \n",
      " GST Update Imposing Demurrage During Lockdown Read Full Article here Start Researching on GS \n",
      " Tamil Nadu, India 78.3665347 10.9094334\n",
      "0.903 0.0 0.097 -0.1027\n",
      "2020-06-22 15:11:33 \n",
      " and shine a spotlight on the issues faced by tribal and OTFD women in Odisha due to \n",
      " India 78.6677428 22.3511148\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:38 \n",
      " Latest corona virus update in the state of Odisha the recovery rates are double the active cases right now Stay sa \n",
      " Jharsuguda, India 84.00905063735019 21.87705125\n",
      "0.881 0.119 0.0 0.4019\n",
      "2020-06-22 15:11:39 \n",
      " Let not India s surender mislead you into thinking that India has won the Corona war The battle against Coronavirus is ver \n",
      " Tamil Nadu, India 78.3665347 10.9094334\n",
      "0.651 0.127 0.223 -0.4215\n",
      "2020-06-22 15:11:39 \n",
      " Corona update Total active cases worldwide 37 lacs total recovered 49 lacs Total serious cases as of now are 57 K Less \n",
      " India 78.6677428 22.3511148\n",
      "0.813 0.122 0.065 0.34\n",
      "2020-06-22 15:11:40 \n",
      " Covid 19 ChineseVirusInIndia fightagainstcorona How Does Covid 19 Affect Your Immune System \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "0.833 0.167 0.0 0.296\n",
      "2020-06-22 15:11:43 \n",
      " Many of student comes from different states will not be able to come for exam during this corona pandemic \n",
      " New Delhi, India 77.2022662 28.6141793\n",
      "1.0 0.0 0.0 0.0\n",
      "2020-06-22 15:11:44 \n",
      " Attention It has come to our notice that a cyber attack is going to take place in major cities of India Kindly refrai \n",
      " India 78.6677428 22.3511148\n",
      "0.769 0.117 0.114 0.0258\n",
      "2020-06-22 15:11:44 \n",
      " Police investigation into the tragic suicide of Patel brothers Gaurang and Amrish along with their four kids reveals \n",
      " India 78.6677428 22.3511148\n",
      "0.681 0.0 0.319 -0.8176\n"
     ]
    }
   ],
   "source": [
    "auth=tweepy.OAuthHandler(API_key,API_secret_key)\n",
    "auth.set_access_token(access_token,access_token_secret)\n",
    "api=API(auth)\n",
    "\n",
    "myStreamListener = MyStreamListener()\n",
    "myStream = tweepy.Stream(auth = api.auth, listener = myStreamListener)\n",
    "myStream.filter(languages=[\"en\"], track = ['corona','covid-19','lockdown'])\n",
    "                #not sure whether this location is doing anything on the tweets\n",
    "                #,locations=[68.1766451354, 7.96553477623, 97.4025614766, 35.4940095078])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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