COVID Vaccine Text Scraping.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "ef0aac4a",
   "metadata": {},
   "outputs": [],
   "source": [
    "import tweepy\n",
    "import pandas as pd\n",
    "import csv\n",
    "import re \n",
    "import string\n",
    "import preprocessor as p\n",
    " \n",
    "CONSUMER_KEY = \"KeE4UJ9543OPtxGQ8ay5UBiBr\"\n",
    "CONSUMER_SECRET = \"zpDIbV6zAIE67rP7WgBIi9GrDDxm8e2lhA1zpkQbN4nA5F9wkK\"\n",
    "access_key = \"1488885829518962688-NP4sOsum4eGUPlMcGACPoTUJPhonfZ\"\n",
    "access_secret = \"IImQudkOqeopTXFhrj14pyOTTZreRAeeVjB82DbqnvBnq\"\n",
    " \n",
    "auth = tweepy.OAuthHandler(CONSUMER_KEY, CONSUMER_SECRET)\n",
    "auth.set_access_token(access_key, access_secret)\n",
    " \n",
    "api = tweepy.API(auth,wait_on_rate_limit=True)\n",
    " \n",
    "csvFile = open('C:/Users/Kelvin/Desktop/VaxMisinfoData.csv','a')\n",
    "csvWriter = csv.writer(csvFile)\n",
    " \n",
    "search_words = \"covid vaccine\"      # enter your words\n",
    "new_search = search_words + \" -filter:retweets\"\n",
    " \n",
    "for tweet in tweepy.Cursor(api.search,q=new_search,count=100,\n",
    "                           lang=\"en\",\n",
    "                           since_id=0).items():\n",
    "    csvWriter.writerow([tweet.created_at, tweet.text.encode('utf-8'),tweet.user.screen_name.encode('utf-8'), tweet.user.location.encode('utf-8')])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "9cbdcc27",
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   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2022-03-24 19:02:09</th>\n",
       "      <th>b'@news4buffalo Those blood pressure medications have had decades of study\\xe2\\x80\\x99s.\\n\\nWait for the Covid vaccine recalls\\xe2\\x80\\xa6 I\\xe2\\x80\\xa6 https://t.co/IWMSPrfTzk'</th>\n",
       "      <th>b'FeelThe89413687'</th>\n",
       "      <th>b''</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2022-03-24 19:02:05</td>\n",
       "      <td>b'Kettering Health doctor works to build trust...</td>\n",
       "      <td>b'journalnews'</td>\n",
       "      <td>b'Butler County, Ohio'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2022-03-24 19:02:00</td>\n",
       "      <td>b'NOW is the time to get boosted. Household me...</td>\n",
       "      <td>b'KFLAPH'</td>\n",
       "      <td>b'Kingston, Ontario'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2022-03-24 19:02:00</td>\n",
       "      <td>b'Watch Dudu Sher-Arami, Director of Public He...</td>\n",
       "      <td>b'EnfieldCouncil'</td>\n",
       "      <td>b'Enfield, London, UK'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2022-03-24 19:02:00</td>\n",
       "      <td>b'In partnership with the Cayuga County Health...</td>\n",
       "      <td>b'AuburnECSD'</td>\n",
       "      <td>b'Auburn, NY'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2022-03-24 19:01:48</td>\n",
       "      <td>b'#NEW: To Counter COVID Amid Crises, Peacebui...</td>\n",
       "      <td>b'csis_isp'</td>\n",
       "      <td>b'Washington, DC'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57760</th>\n",
       "      <td>2022-03-16 14:20:04</td>\n",
       "      <td>b'WTO DG Okonjo-Iweala Welcomes Breakthrough O...</td>\n",
       "      <td>b'tokkyoteki'</td>\n",
       "      <td>b'\\xe6\\x9d\\xb1\\xe4\\xba\\xac Tokyo'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57761</th>\n",
       "      <td>2022-03-16 14:20:01</td>\n",
       "      <td>b\"Here's why you might need a fourth COVID #va...</td>\n",
       "      <td>b'physorg_health'</td>\n",
       "      <td>b''</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57762</th>\n",
       "      <td>2022-03-16 14:20:00</td>\n",
       "      <td>b'There\\xe2\\x80\\x99s a vaccine clinic open tod...</td>\n",
       "      <td>b'adriandix'</td>\n",
       "      <td>b'Vancouver BC'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57763</th>\n",
       "      <td>2022-03-16 14:19:50</td>\n",
       "      <td>b'Global powers inch closer to agreement to wa...</td>\n",
       "      <td>b'guardianweekly'</td>\n",
       "      <td>b'London'</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57764</th>\n",
       "      <td>2022-03-16 14:19:43</td>\n",
       "      <td>b'\"As virus data grows, the J.&amp;amp;J. vaccine ...</td>\n",
       "      <td>b'dacuratola'</td>\n",
       "      <td>b'New York'</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>57765 rows × 4 columns</p>\n",
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      "text/plain": [
       "       2022-03-24 19:02:09  \\\n",
       "0      2022-03-24 19:02:05   \n",
       "1      2022-03-24 19:02:00   \n",
       "2      2022-03-24 19:02:00   \n",
       "3      2022-03-24 19:02:00   \n",
       "4      2022-03-24 19:01:48   \n",
       "...                    ...   \n",
       "57760  2022-03-16 14:20:04   \n",
       "57761  2022-03-16 14:20:01   \n",
       "57762  2022-03-16 14:20:00   \n",
       "57763  2022-03-16 14:19:50   \n",
       "57764  2022-03-16 14:19:43   \n",
       "\n",
       "      b'@news4buffalo Those blood pressure medications have had decades of study\\xe2\\x80\\x99s.\\n\\nWait for the Covid vaccine recalls\\xe2\\x80\\xa6 I\\xe2\\x80\\xa6 https://t.co/IWMSPrfTzk'  \\\n",
       "0      b'Kettering Health doctor works to build trust...                                                                                                                                  \n",
       "1      b'NOW is the time to get boosted. Household me...                                                                                                                                  \n",
       "2      b'Watch Dudu Sher-Arami, Director of Public He...                                                                                                                                  \n",
       "3      b'In partnership with the Cayuga County Health...                                                                                                                                  \n",
       "4      b'#NEW: To Counter COVID Amid Crises, Peacebui...                                                                                                                                  \n",
       "...                                                  ...                                                                                                                                  \n",
       "57760  b'WTO DG Okonjo-Iweala Welcomes Breakthrough O...                                                                                                                                  \n",
       "57761  b\"Here's why you might need a fourth COVID #va...                                                                                                                                  \n",
       "57762  b'There\\xe2\\x80\\x99s a vaccine clinic open tod...                                                                                                                                  \n",
       "57763  b'Global powers inch closer to agreement to wa...                                                                                                                                  \n",
       "57764  b'\"As virus data grows, the J.&amp;J. vaccine ...                                                                                                                                  \n",
       "\n",
       "      b'FeelThe89413687'                                b''  \n",
       "0         b'journalnews'             b'Butler County, Ohio'  \n",
       "1              b'KFLAPH'               b'Kingston, Ontario'  \n",
       "2      b'EnfieldCouncil'             b'Enfield, London, UK'  \n",
       "3          b'AuburnECSD'                      b'Auburn, NY'  \n",
       "4            b'csis_isp'                  b'Washington, DC'  \n",
       "...                  ...                                ...  \n",
       "57760      b'tokkyoteki'  b'\\xe6\\x9d\\xb1\\xe4\\xba\\xac Tokyo'  \n",
       "57761  b'physorg_health'                                b''  \n",
       "57762       b'adriandix'                    b'Vancouver BC'  \n",
       "57763  b'guardianweekly'                          b'London'  \n",
       "57764      b'dacuratola'                        b'New York'  \n",
       "\n",
       "[57765 rows x 4 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test = pd.read_csv(\"C:/Users/Kelvin/Desktop/VaxMisinfoData.csv\")\n",
    "test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "73496d4d",
   "metadata": {},
   "outputs": [],
   "source": []
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  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e3bb9108",
   "metadata": {},
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   "source": []
  }
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