producer_stream.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tweepy\n",
    "from tweepy import API\n",
    "from kafka import KafkaConsumer, KafkaProducer\n",
    "from tweepy.streaming import StreamListener\n",
    "from tweepy import OAuthHandler\n",
    "from tweepy import Stream\n",
    "import json"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Twitter API access"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "consumer_key = 'SbvhWGUJmkN7Vfvh1ggRY5ZBa'\n",
    "consumer_secret = 'yJxz2GZfObD7kHFRNjuJigf4XknEeE7b6eyESlUi8if8B7jcyA'\n",
    "access_token = '1232873314986713090-VCKoYhTcxTDK8XI5WRIA1za4UzBO4H'\n",
    "access_token_secret = 'PML24jfQMihoFVH1nE86jWmbN7VoIQFhSJYU1nM7gnBSF'\n",
    "\n",
    "auth = tweepy.OAuthHandler(consumer_key, consumer_secret)\n",
    "auth.set_access_token(access_token, access_token_secret)\n",
    "api = tweepy.API(auth,wait_on_rate_limit=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Kafka Producer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "producer = KafkaProducer(bootstrap_servers='localhost:9092',api_version=(0,1,0))\n",
    "topic_name = 'bots'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_twitter_data():\n",
    "    hashtags = ['#RiyazNaikoo OR #CleanKashmir','#Aurangabad','#CongressForIndia OR #ArrestArnab',\\\n",
    "                '#NarendraModi OR #NaMo OR #BJPIndia OR #bjpindia OR #AmitShah OR #ArvindKejriwal OR #BJP',\\\n",
    "                '#HumModiKeSathHain OR #WhyBJPhatesDelhi','#IndianPolitics OR #IForIndia',\\\n",
    "                '#RahulFightsForIndia OR #UddhavMustAnswers','#isupportSudhirchaudhary OR #ISupportSudhirChoudhary',\\\n",
    "                '#IndiaWithZee OR #IndiaIsNotWithZeeNews']\n",
    "    for hashtag in hashtags:\n",
    "        res = api.search(hashtag,tweet_mode='extended')\n",
    "\n",
    "        for tweet in res:\n",
    "            if not tweet.user.verified:\n",
    "                screen_name = tweet.user.screen_name\n",
    "                screen_name = screen_name.replace('\\n',' ').replace('\\r',' ')\n",
    "                description = tweet.user.description\n",
    "                description = description.replace('\\n',' ').replace('\\r',' ')\n",
    "                location = tweet.user.location\n",
    "                location=location.replace('\\n',' ')\n",
    "                followers_count = tweet.user.followers_count\n",
    "                friends_count = tweet.user.friends_count            \n",
    "                listedcount = tweet.user.listed_count\n",
    "                favourites_count = tweet.user.favourites_count\n",
    "                statuses_count = tweet.user.statuses_count\n",
    "                default_profile = tweet.user.default_profile\n",
    "\n",
    "                row = {\n",
    "                    \"screen_name\" : str(screen_name),\n",
    "                    \"description\" : str(description),\n",
    "                    \"location\" : str(location),\n",
    "                    \"followers_count\": followers_count,\n",
    "                    \"friends_count\" : friends_count,\n",
    "                    \"listedcount\" : listedcount,\n",
    "                    \"favourites_count\": favourites_count,\n",
    "                    \"statuses_count\" : statuses_count,\n",
    "                    \"default_profile\" : default_profile\n",
    "                }\n",
    "\n",
    "                print(row)\n",
    "\n",
    "                producer.send(topic_name, value = json.dumps(row).encode('utf-8'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def periodic_work(interval):\n",
    "    while True:\n",
    "        get_twitter_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Kafka Data Streaming"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "{'screen_name': 'DassSatveer', 'description': '\"😎🙏बंदे हैं हम उस रब के हमपे किसका जोर🙏😎\"', 'location': '\"\"', 'followers_count': 569, 'friends_count': 2591, 'listedcount': 0, 'favourites_count': 9811, 'statuses_count': 10346, 'default_profile': True}\n",
      "{'screen_name': 'Sureshk92409263', 'description': '\"स्टूडेंट\"', 'location': '\"\"', 'followers_count': 43, 'friends_count': 184, 'listedcount': 0, 'favourites_count': 3423, 'statuses_count': 3654, 'default_profile': True}\n",
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      "{'screen_name': 'DassSatveer', 'description': '\"😎🙏बंदे हैं हम उस रब के हमपे किसका जोर🙏😎\"', 'location': '\"\"', 'followers_count': 569, 'friends_count': 2591, 'listedcount': 0, 'favourites_count': 9811, 'statuses_count': 10346, 'default_profile': True}\n",
      "{'screen_name': 'Sureshk92409263', 'description': '\"स्टूडेंट\"', 'location': '\"\"', 'followers_count': 43, 'friends_count': 184, 'listedcount': 0, 'favourites_count': 3423, 'statuses_count': 3654, 'default_profile': True}\n",
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      "{'screen_name': 'Sureshk92409263', 'description': '\"स्टूडेंट\"', 'location': '\"\"', 'followers_count': 43, 'friends_count': 184, 'listedcount': 0, 'favourites_count': 3423, 'statuses_count': 3654, 'default_profile': True}\n",
      "{'screen_name': 'Sureshk92409263', 'description': '\"स्टूडेंट\"', 'location': '\"\"', 'followers_count': 43, 'friends_count': 184, 'listedcount': 0, 'favourites_count': 3423, 'statuses_count': 3654, 'default_profile': True}\n",
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      "{'screen_name': 'KantiSarda', 'description': '\"satsaheb\"', 'location': '\"\"', 'followers_count': 139, 'friends_count': 44, 'listedcount': 0, 'favourites_count': 1038, 'statuses_count': 875, 'default_profile': True}\n",
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      "{'screen_name': 'JakhuHanumanji', 'description': '\"अजर अमर चारों युगों में धरती पर अधर्म का नाश करने के लिए विराजमान वायु पुत्र हनुमान जी\"', 'location': '\"आकाश धरती और पाताल\"', 'followers_count': 14, 'friends_count': 47, 'listedcount': 0, 'favourites_count': 1843, 'statuses_count': 1690, 'default_profile': True}\n",
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      "{'screen_name': 'bjbindya', 'description': '\"let me try\"', 'location': '\"Guwahati\"', 'followers_count': 47, 'friends_count': 39, 'listedcount': 0, 'favourites_count': 12, 'statuses_count': 223, 'default_profile': False}\n",
      "{'screen_name': 'TruthSeeka1', 'description': '\"Vipassana practitioner. Eternally grateful to The Buddha\"', 'location': '\"\"', 'followers_count': 2, 'friends_count': 22, 'listedcount': 0, 'favourites_count': 111, 'statuses_count': 136, 'default_profile': True}\n",
      "{'screen_name': 'sivasankaran_cl', 'description': '\"# 1 Real Agmark சங்கி   திருச்சி சிவசங்கரன் !\"', 'location': '\"Trichi - 620 009\"', 'followers_count': 359, 'friends_count': 2312, 'listedcount': 2, 'favourites_count': 11139, 'statuses_count': 10472, 'default_profile': True}\n",
      "{'screen_name': 'AbodeOfLakshmi', 'description': '\"On a Journey, in pursuit of knowing: Who I am 🚶🚩 & Creating an identity of my own; Yes, I am Proud to be Followed by @PMOIndia: @narendramodi\"', 'location': '\"ब्रह्मांड 🌍\"', 'followers_count': 6988, 'friends_count': 2733, 'listedcount': 140, 'favourites_count': 2959, 'statuses_count': 111912, 'default_profile': False}\n",
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      "{'screen_name': 'petterurrea', 'description': '\"🎸; 𝐊 𝐈 𝐋 𝐋 𝐄 𝐑 ♡ 𝐐 𝐔 𝐄 𝐄 𝐍 ⟨ gunpoɯder, gelαtıne, dчnαmıte ɯıth α lαser beαm ﹫ guαrαnteed to 𝐛𝐥𝐨𝐰 𝐲𝐨𝐮𝐫 𝐦𝐢𝐧𝐝 αnчtıme. ❜\"', 'location': '\"ally•angel•chris•lucca•FAM\"', 'followers_count': 821, 'friends_count': 818, 'listedcount': 11, 'favourites_count': 2094, 'statuses_count': 7618, 'default_profile': True}\n",
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      "{'screen_name': 'minagaIaxy', 'description': '\"louis armstrong nas segundas, frank sinatra nas quartas e glenn miller nas sextas, a não ser que chova. quando chove, é sempre billie holiday.\"', 'location': '\"당신은 나의 유일한 사랑, 𝘮.\"', 'followers_count': 84, 'friends_count': 46, 'listedcount': 2, 'favourites_count': 2200, 'statuses_count': 1366, 'default_profile': True}\n",
      "{'screen_name': 'Jam_B9', 'description': '\"Born and raised in the DMV. Studied @CCUChanticleers and @UniNorthants.\"', 'location': '\"Manassas, VA\"', 'followers_count': 117, 'friends_count': 533, 'listedcount': 1, 'favourites_count': 8319, 'statuses_count': 629, 'default_profile': False}\n",
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      "{'screen_name': 'indiaaspire', 'description': '\"India Seeks It\\'s Place In The Sun - As Global No. 1 Nation. PM Narendra Modi Trusted To Propel Bharat. If We Can Dream #WeCan Win #India ! Sateash Jain Blog\"', 'location': '\"Delhi-India-Bharat-Hindustan\"', 'followers_count': 974, 'friends_count': 786, 'listedcount': 10, 'favourites_count': 19, 'statuses_count': 1307, 'default_profile': False}\n",
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      "{'screen_name': 'Abdulgaffar0402', 'description': '\"Interested in Politics.\"', 'location': '\"Telangana - India\"', 'followers_count': 104, 'friends_count': 288, 'listedcount': 0, 'favourites_count': 11028, 'statuses_count': 8881, 'default_profile': True}\n",
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      "{'screen_name': 'SyedHabeebMust1', 'description': '\"फरमाने मौला अली (रदिअल्लाहु अन्हु)  ❤️ 🕋 ❤️ जिसका राब्ता अल्लाहके साथ हो वो कभी भी नाकाम नहीं होता. नाकाम वही होता है जिसकी उम्मीदें दुन्यासे वाबस्ता है ❤🕋 ❤️\"', 'location': '\"\"', 'followers_count': 12402, 'friends_count': 5669, 'listedcount': 1, 'favourites_count': 61922, 'statuses_count': 73940, 'default_profile': True}\n",
      "{'screen_name': 'SHAHRUK23302499', 'description': '\"Big Fan of @asadowaisi\"', 'location': '\"New Delhi, India\"', 'followers_count': 210, 'friends_count': 385, 'listedcount': 0, 'favourites_count': 6365, 'statuses_count': 5777, 'default_profile': True}\n",
      "{'screen_name': 'Akhtaruliman5', 'description': '\"president AIMIM Bihar, social worker. views are personal Retweets are not.\"', 'location': '\"Kishanganj, India\"', 'followers_count': 25456, 'friends_count': 234, 'listedcount': 5, 'favourites_count': 709, 'statuses_count': 1150, 'default_profile': True}\n",
      "{'screen_name': 'LDMago2', 'description': '\"Ex-Registrar, Indian Institute of Foreign Trade , Deemed University, True Hindu PM Modi Bhakt\"', 'location': '\"New Delhi, India\"', 'followers_count': 6221, 'friends_count': 4866, 'listedcount': 0, 'favourites_count': 21165, 'statuses_count': 24425, 'default_profile': True}\n",
      "{'screen_name': 'twiiit_sam', 'description': '\"सौगंध मुझे इस मिट्टी की, मैं देश नहीं झुकने दूंगा मैं देश नहीं मिटने दूंगा ☆♥ Sнαн яυкн кнαηѕ Ɗιє Hяα∂ Ƒαη ρσѕιтινє вє уσυя ѕєℓƒ вєℓιєνє ιη υя ∂яєαмѕ!\"', 'location': '\"Ƙσℓнαρυя ǀη∂ια\"', 'followers_count': 12227, 'friends_count': 12557, 'listedcount': 55, 'favourites_count': 83022, 'statuses_count': 79945, 'default_profile': False}\n"
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    },
    {
     "name": "stdout",
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      "{'screen_name': 'Supermahi71', 'description': '\"I am love cricket so much. I like see cricket, watching cricket, and playing cricket because my a great fan ms dhoni 🔥 My super hero and ideal apana mahi\"', 'location': '\"\"', 'followers_count': 5, 'friends_count': 124, 'listedcount': 0, 'favourites_count': 371, 'statuses_count': 121, 'default_profile': True}\n",
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      "{'screen_name': 'pralhad_phad', 'description': '\"\"', 'location': '\"\"', 'followers_count': 2, 'friends_count': 63, 'listedcount': 0, 'favourites_count': 132, 'statuses_count': 71, 'default_profile': True}\n",
      "{'screen_name': 'Supermahi71', 'description': '\"I am love cricket so much. I like see cricket, watching cricket, and playing cricket because my a great fan ms dhoni 🔥 My super hero and ideal apana mahi\"', 'location': '\"\"', 'followers_count': 5, 'friends_count': 124, 'listedcount': 0, 'favourites_count': 371, 'statuses_count': 121, 'default_profile': True}\n",
      "{'screen_name': 'RahulKu58331667', 'description': '\"Ambedakarite. Social activist.👩Women respecter. 🙏Bahujan thinkar. Foundar- @Budhh shakti Bheem Jyoti Sewa Samiti 10 Years 🇮🇳🇮🇳🇮🇳  @WFB. @BSI\"', 'location': '\"Azamgarh Uttar Pradesh India\"', 'followers_count': 73, 'friends_count': 177, 'listedcount': 0, 'favourites_count': 2283, 'statuses_count': 680, 'default_profile': True}\n",
      "{'screen_name': 'Dhrumil88417647', 'description': '\"I love My India.🇮🇳\"', 'location': '\"Ahmadabad City, India\"', 'followers_count': 9, 'friends_count': 39, 'listedcount': 0, 'favourites_count': 238, 'statuses_count': 120, 'default_profile': True}\n",
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