Database_commonwealthbank.ipynb

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     "text": [
      "C:\\Users\\david\\anaconda3\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
      "C:\\Users\\david\\anaconda3\\lib\\site-packages\\numpy\\.libs\\libopenblas.4SP5SUA7CBGXUEOC35YP2ASOICYYEQZZ.gfortran-win_amd64.dll\n",
      "C:\\Users\\david\\anaconda3\\lib\\site-packages\\numpy\\.libs\\libopenblas64__v0.3.21-gcc_10_3_0.dll\n",
      "  warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "8d66452e",
   "metadata": {
    "scrolled": true
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "      <td>Dec 18, 2023 · 1:13 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
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       "      <th>1</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 15, 2024 · 1:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 14, 2024 · 10:50 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>http://www.commbank.com.au/federalbudget</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
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       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "      <td>May 3, 2024 · 6:31 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "      <td>Apr 24, 2024 · 8:15 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 8, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
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       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4256</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
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       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.1779</td>\n",
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       "      <td>[]</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
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       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7579</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 10, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "      <td>Mar 27, 2024 · 3:25 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 8, 'retweets': 0, 'quotes': 1, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "      <td>Mar 12, 2024 · 2:12 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>comments': 57, 'retweets': 2, 'quotes': 3, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 2, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 0, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 79, 'retweets': 9, 'quotes': 12, 'l...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "      <td>Mar 8, 2024 · 1:08 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 25, 'retweets': 0, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "      <td>Feb 28, 2024 · 11:05 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 29, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "      <td>Feb 15, 2024 · 11:05 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 26, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 12, 2024 · 11:00 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "      <td>Feb 12, 2024 · 10:56 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "      <td>Feb 11, 2024 · 10:09 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 2, 'quotes': 2, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "      <td>Feb 9, 2024 · 5:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 9, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "      <td>Jan 29, 2024 · 1:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 10, 'quotes': 5, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "      <td>Jan 24, 2024 · 10:01 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "      <td>Jan 23, 2024 · 1:04 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 8, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "      <td>Jan 17, 2024 · 4:19 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 3, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 18, 'quotes': 1, 'l...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 link  \\\n",
       "0   https://twitter.com/CommBank/status/1736555274...   \n",
       "1   https://twitter.com/CommBank/status/1790554281...   \n",
       "2   https://twitter.com/CommBank/status/1790514933...   \n",
       "3   https://twitter.com/CommBank/status/1786282509...   \n",
       "4   https://twitter.com/CommBank/status/1783228336...   \n",
       "5   https://twitter.com/CommBank/status/1776743288...   \n",
       "6   https://twitter.com/CommBank/status/1776743287...   \n",
       "7   https://twitter.com/CommBank/status/1775392501...   \n",
       "8   https://twitter.com/CommBank/status/1775392499...   \n",
       "9   https://twitter.com/CommBank/status/1775392496...   \n",
       "10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \\\n",
       "0   When shopping online, do you look for discount...   \n",
       "1   We’ve read the Federal #Budget2024 so you don’...   \n",
       "2   We’ve read the Federal #Budget2024 so you don’...   \n",
       "3   Heads Up! We’re running scheduled maintenance ...   \n",
       "4   At the going down of the sun and in the mornin...   \n",
       "5      Just a little ‘light’ humour to start the day.   \n",
       "6   Petition to call it daylight spending when we ...   \n",
       "7   Find the full list of recipients plus informat...   \n",
       "8   We know that grassroots sport is the cornersto...   \n",
       "9   Say hello to the first recipients of the Growi...   \n",
       "10  We're so excited for this upcoming summer of c...   \n",
       "11  UPDATE 01:10AM - Services are being restored. ...   \n",
       "12  3/3: We'll post updates as they come right her...   \n",
       "13  2/3: In the meantime, debit and credit cards a...   \n",
       "14  1/3: We're aware some customers are having dif...   \n",
       "15  Supporting the next generation of cricketing s...   \n",
       "16  We’re on our way ✈ Thank you for continuing to...   \n",
       "17  Find out more about our support of cricket fro...   \n",
       "18  Join Amber and Avni as they spend the day as C...   \n",
       "19  Heads up! We’re running scheduled maintenance ...   \n",
       "20  CommBank Yello is our customer recognition pro...   \n",
       "21  Roses are red, violets are blue, We’re not gre...   \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...   \n",
       "23  PSA to Ash Gardener, you should check out Spen...   \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...   \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...   \n",
       "26  CommBank Yello is our customer recognition pro...   \n",
       "27  If the notification doesn’t look like this, I ...   \n",
       "28  Buckle up as we go six straight questions with...   \n",
       "29  For emergency help in storms, call the @QldFES...   \n",
       "30  We understand everyone will have different nee...   \n",
       "31  We have activated our Emergency Assistance to ...   \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...   \n",
       "33  If you or someone you know is experiencing fin...   \n",
       "34  Fine-tune your everyday spending habits to rea...   \n",
       "35  It’s go-time on those 2024 financial resolutio...   \n",
       "36  New year, new economy? We caught up with Senio...   \n",
       "37  We will never ask you to log on or provide sen...   \n",
       "38  SCAM ALERT! Beware of a circulating text messa...   \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...   \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...   \n",
       "\n",
       "                           date  is-retweet  is-pinned  \\\n",
       "0    Dec 18, 2023 · 1:13 AM UTC           0          1   \n",
       "1    May 15, 2024 · 1:26 AM UTC           0          0   \n",
       "2   May 14, 2024 · 10:50 PM UTC           0          0   \n",
       "3     May 3, 2024 · 6:31 AM UTC           0          0   \n",
       "4    Apr 24, 2024 · 8:15 PM UTC           0          0   \n",
       "5    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "6    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "7     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "8     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "9     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "10   Mar 27, 2024 · 3:25 AM UTC           0          0   \n",
       "11   Mar 12, 2024 · 2:12 PM UTC           0          0   \n",
       "12  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "13  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "14  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "15    Mar 8, 2024 · 1:08 AM UTC           0          0   \n",
       "16  Feb 28, 2024 · 11:05 AM UTC           0          0   \n",
       "17  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "18  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "19  Feb 15, 2024 · 11:05 PM UTC           0          0   \n",
       "20  Feb 12, 2024 · 11:00 PM UTC           0          0   \n",
       "21  Feb 12, 2024 · 10:56 PM UTC           0          0   \n",
       "22  Feb 11, 2024 · 10:09 PM UTC           0          0   \n",
       "23    Feb 9, 2024 · 5:26 AM UTC           0          0   \n",
       "24    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "25    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "26    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "27    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "28   Jan 29, 2024 · 1:30 AM UTC           0          0   \n",
       "29   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "30   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "31   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "32  Jan 24, 2024 · 10:01 PM UTC           0          0   \n",
       "33   Jan 23, 2024 · 1:04 AM UTC           0          0   \n",
       "34   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "35   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "36   Jan 17, 2024 · 4:19 AM UTC           0          0   \n",
       "37  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "38  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "39   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "40   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "\n",
       "                               external-link  \\\n",
       "0                           No_External_Link   \n",
       "1                           No_External_Link   \n",
       "2   http://www.commbank.com.au/federalbudget   \n",
       "3                           No_External_Link   \n",
       "4                           No_External_Link   \n",
       "5                           No_External_Link   \n",
       "6                           No_External_Link   \n",
       "7                           No_External_Link   \n",
       "8                           No_External_Link   \n",
       "9                           No_External_Link   \n",
       "10                          No_External_Link   \n",
       "11                          No_External_Link   \n",
       "12                          No_External_Link   \n",
       "13                          No_External_Link   \n",
       "14                          No_External_Link   \n",
       "15                          No_External_Link   \n",
       "16                          No_External_Link   \n",
       "17                          No_External_Link   \n",
       "18                          No_External_Link   \n",
       "19                          No_External_Link   \n",
       "20                          No_External_Link   \n",
       "21                          No_External_Link   \n",
       "22                          No_External_Link   \n",
       "23                          No_External_Link   \n",
       "24                          No_External_Link   \n",
       "25                          No_External_Link   \n",
       "26                          No_External_Link   \n",
       "27                          No_External_Link   \n",
       "28                          No_External_Link   \n",
       "29                          No_External_Link   \n",
       "30                          No_External_Link   \n",
       "31                          No_External_Link   \n",
       "32                          No_External_Link   \n",
       "33                          No_External_Link   \n",
       "34                          No_External_Link   \n",
       "35                          No_External_Link   \n",
       "36                          No_External_Link   \n",
       "37                          No_External_Link   \n",
       "38                          No_External_Link   \n",
       "39                          No_External_Link   \n",
       "40                          No_External_Link   \n",
       "\n",
       "                                          quoted-post  \\\n",
       "0                                      No_Quoted_post   \n",
       "1                                      No_Quoted_post   \n",
       "2                                      No_Quoted_post   \n",
       "3                                      No_Quoted_post   \n",
       "4                                      No_Quoted_post   \n",
       "5                                      No_Quoted_post   \n",
       "6                                      No_Quoted_post   \n",
       "7                                      No_Quoted_post   \n",
       "8                                      No_Quoted_post   \n",
       "9                                      No_Quoted_post   \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12                                     No_Quoted_post   \n",
       "13                                     No_Quoted_post   \n",
       "14                                     No_Quoted_post   \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16                                     No_Quoted_post   \n",
       "17                                     No_Quoted_post   \n",
       "18                                     No_Quoted_post   \n",
       "19                                     No_Quoted_post   \n",
       "20                                     No_Quoted_post   \n",
       "21                                     No_Quoted_post   \n",
       "22                                     No_Quoted_post   \n",
       "23                                     No_Quoted_post   \n",
       "24                                     No_Quoted_post   \n",
       "25                                     No_Quoted_post   \n",
       "26                                     No_Quoted_post   \n",
       "27                                     No_Quoted_post   \n",
       "28                                     No_Quoted_post   \n",
       "29                                     No_Quoted_post   \n",
       "30                                     No_Quoted_post   \n",
       "31                                     No_Quoted_post   \n",
       "32                                     No_Quoted_post   \n",
       "33                                     No_Quoted_post   \n",
       "34                                     No_Quoted_post   \n",
       "35                                     No_Quoted_post   \n",
       "36                                     No_Quoted_post   \n",
       "37                                     No_Quoted_post   \n",
       "38                                     No_Quoted_post   \n",
       "39                                     No_Quoted_post   \n",
       "40                                     No_Quoted_post   \n",
       "\n",
       "                                                stats  \\\n",
       "0   comments': 70, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "1   comments': 7, 'retweets': 0, 'quotes': 2, 'lik...   \n",
       "2   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "3   comments': 16, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "4   comments': 5, 'retweets': 8, 'quotes': 0, 'lik...   \n",
       "5   comments': 5, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "6   comments': 21, 'retweets': 7, 'quotes': 5, 'li...   \n",
       "7   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "8   comments': 1, 'retweets': 2, 'quotes': 1, 'lik...   \n",
       "9   comments': 10, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "10  comments': 8, 'retweets': 0, 'quotes': 1, 'lik...   \n",
       "11  comments': 57, 'retweets': 2, 'quotes': 3, 'li...   \n",
       "12  comments': 16, 'retweets': 2, 'quotes': 0, 'li...   \n",
       "13  comments': 13, 'retweets': 0, 'quotes': 0, 'li...   \n",
       "14  comments': 79, 'retweets': 9, 'quotes': 12, 'l...   \n",
       "15  comments': 25, 'retweets': 0, 'quotes': 1, 'li...   \n",
       "16  comments': 29, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "17  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "18  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "19  comments': 26, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "20  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "21  comments': 14, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "22  comments': 14, 'retweets': 2, 'quotes': 2, 'li...   \n",
       "23  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "24  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "25  comments': 9, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "26  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "27  comments': 4, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "28  comments': 5, 'retweets': 10, 'quotes': 5, 'li...   \n",
       "29  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "30  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "31  comments': 4, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "32  comments': 6, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "33  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "34  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "35  comments': 8, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "36  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "37  comments': 5, 'retweets': 3, 'quotes': 0, 'lik...   \n",
       "38  comments': 13, 'retweets': 18, 'quotes': 1, 'l...   \n",
       "39  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "40  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  polarity_scores  \\\n",
       "0                                           No_Videos           0.0000   \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...           0.0000   \n",
       "2                                           No_Videos           0.0000   \n",
       "3                                           No_Videos           0.3802   \n",
       "4                                           No_Videos          -0.2263   \n",
       "5                                           No_Videos           0.4256   \n",
       "6                                           No_Videos           0.1779   \n",
       "7                                           No_Videos           0.2263   \n",
       "8                                           No_Videos           0.7579   \n",
       "9                                           No_Videos           0.9201   \n",
       "10                                          No_Videos           0.7841   \n",
       "11                                          No_Videos           0.4215   \n",
       "12                                          No_Videos           0.0000   \n",
       "13                                          No_Videos           0.3818   \n",
       "14                                          No_Videos          -0.4215   \n",
       "15                                          No_Videos           0.8122   \n",
       "16                                          No_Videos           0.7351   \n",
       "17                                          No_Videos           0.4522   \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...           0.9246   \n",
       "19                                          No_Videos           0.4926   \n",
       "20                                          No_Videos           0.8689   \n",
       "21                                          No_Videos          -0.5096   \n",
       "22                                          No_Videos           0.4404   \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...           0.0000   \n",
       "24                                          No_Videos          -0.8225   \n",
       "25                                          No_Videos           0.4753   \n",
       "26                                          No_Videos           0.8689   \n",
       "27                                          No_Videos           0.7906   \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...           0.2263   \n",
       "29                                          No_Videos          -0.3612   \n",
       "30                                          No_Videos           0.4588   \n",
       "31                                          No_Videos           0.0935   \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...           0.0387   \n",
       "33                                          No_Videos          -0.7830   \n",
       "34                                          No_Videos           0.6597   \n",
       "35                                          No_Videos           0.4939   \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...           0.0000   \n",
       "37                                          No_Videos          -0.8225   \n",
       "38                                          No_Videos          -0.5707   \n",
       "39                                          No_Videos          -0.8225   \n",
       "40                                          No_Videos           0.8402   \n",
       "\n",
       "   sentiment               hashtags  \n",
       "0    neutral                     []  \n",
       "1    neutral        ['#Budget2024']  \n",
       "2    neutral        ['#Budget2024']  \n",
       "3   positive                     []  \n",
       "4   negative                     []  \n",
       "5   positive                     []  \n",
       "6   positive                     []  \n",
       "7   positive                     []  \n",
       "8   positive                     []  \n",
       "9   positive                     []  \n",
       "10  positive                     []  \n",
       "11  positive                     []  \n",
       "12   neutral                     []  \n",
       "13  positive                     []  \n",
       "14  negative                     []  \n",
       "15  positive           ['#IWD2024']  \n",
       "16  positive                     []  \n",
       "17  positive                     []  \n",
       "18  positive                     []  \n",
       "19  positive                     []  \n",
       "20  positive                     []  \n",
       "21  negative                     []  \n",
       "22  positive     ['#ValentinesDay']  \n",
       "23   neutral                     []  \n",
       "24  negative                     []  \n",
       "25  positive  ['#SaferInternetDay']  \n",
       "26  positive                     []  \n",
       "27  positive                     []  \n",
       "28  positive                     []  \n",
       "29  negative                     []  \n",
       "30  positive                     []  \n",
       "31  positive                     []  \n",
       "32  positive                     []  \n",
       "33  negative                     []  \n",
       "34  positive                     []  \n",
       "35  positive                     []  \n",
       "36   neutral                     []  \n",
       "37  negative                     []  \n",
       "38  negative                     []  \n",
       "39  negative                     []  \n",
       "40  positive                     []  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df =pd.read_csv('Data/Twitter_commonwealth_bank_final.csv', index_col=0)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "73f917f9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"comments': 70\""
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "''.join(df['stats'][0]).split(',')[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "149d4896",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\" 'retweets': 1\""
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "''.join(df['stats'][0]).split(',')[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "52fdc75c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\" 'quotes': 0\""
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "''.join(df['stats'][0]).split(',')[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "18ede81c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\" 'likes': 10\""
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "''.join(df['stats'][0]).split(',')[3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "5170d85f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def engagement_comments(x):\n",
    "    comments = ''.join(x).split(',')[0]\n",
    "    return comments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "0ddabdad",
   "metadata": {},
   "outputs": [],
   "source": [
    "def engagement_retweets(x):\n",
    "    retweets = ''.join(x).split(',')[1]\n",
    "    return retweets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "0d1a312f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def engagement_quotes(x):\n",
    "    quotes = ''.join(x).split(',')[2]\n",
    "    return quotes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "6108f683",
   "metadata": {},
   "outputs": [],
   "source": [
    "def engagement_likes(x):\n",
    "    likes = ''.join(x).split(',')[3]\n",
    "    return likes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "6acb1e6c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['comments']= df['stats'].apply(engagement_comments)\n",
    "df['retweets']= df['stats'].apply(engagement_retweets)\n",
    "df['quotes']= df['stats'].apply(engagement_quotes)\n",
    "df['likes']= df['stats'].apply(engagement_likes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "3c88fe17",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>link</th>\n",
       "      <th>text</th>\n",
       "      <th>date</th>\n",
       "      <th>is-retweet</th>\n",
       "      <th>is-pinned</th>\n",
       "      <th>external-link</th>\n",
       "      <th>quoted-post</th>\n",
       "      <th>stats</th>\n",
       "      <th>pictures</th>\n",
       "      <th>videos</th>\n",
       "      <th>polarity_scores</th>\n",
       "      <th>sentiment</th>\n",
       "      <th>hashtags</th>\n",
       "      <th>(comments, retweets, quotes, likes)</th>\n",
       "      <th>comments</th>\n",
       "      <th>retweets</th>\n",
       "      <th>quotes</th>\n",
       "      <th>likes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "      <td>Dec 18, 2023 · 1:13 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 70, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 70,  'retweets': 1,  'quotes': 0, ...</td>\n",
       "      <td>comments': 70</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 15, 2024 · 1:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 2, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>(comments': 7,  'retweets': 0,  'quotes': 2,  ...</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 14, 2024 · 10:50 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>http://www.commbank.com.au/federalbudget</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>(comments': 2,  'retweets': 1,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "      <td>May 3, 2024 · 6:31 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 16,  'retweets': 4,  'quotes': 1, ...</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "      <td>Apr 24, 2024 · 8:15 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 8, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 5,  'retweets': 8,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 8</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4256</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 5,  'retweets': 2,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 21, 'retweets': 7, 'quotes': 5, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.1779</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 21,  'retweets': 7,  'quotes': 5, ...</td>\n",
       "      <td>comments': 21</td>\n",
       "      <td>'retweets': 7</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 2,  'retweets': 1,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 2, 'quotes': 1, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7579</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 2,  'quotes': 1,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 10, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 10,  'retweets': 4,  'quotes': 1, ...</td>\n",
       "      <td>comments': 10</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "      <td>Mar 27, 2024 · 3:25 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 8, 'retweets': 0, 'quotes': 1, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 8,  'retweets': 0,  'quotes': 1,  ...</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "      <td>Mar 12, 2024 · 2:12 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>comments': 57, 'retweets': 2, 'quotes': 3, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 57,  'retweets': 2,  'quotes': 3, ...</td>\n",
       "      <td>comments': 57</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 3</td>\n",
       "      <td>'likes': 32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 2, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 16,  'retweets': 2,  'quotes': 0, ...</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 0, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 13,  'retweets': 0,  'quotes': 0, ...</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 79, 'retweets': 9, 'quotes': 12, 'l...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 79,  'retweets': 9,  'quotes': 12,...</td>\n",
       "      <td>comments': 79</td>\n",
       "      <td>'retweets': 9</td>\n",
       "      <td>'quotes': 12</td>\n",
       "      <td>'likes': 52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "      <td>Mar 8, 2024 · 1:08 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 25, 'retweets': 0, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "      <td>(comments': 25,  'retweets': 0,  'quotes': 1, ...</td>\n",
       "      <td>comments': 25</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "      <td>Feb 28, 2024 · 11:05 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 29, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 29,  'retweets': 1,  'quotes': 0, ...</td>\n",
       "      <td>comments': 29</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 6,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "      <td>Feb 15, 2024 · 11:05 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 26, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 26,  'retweets': 1,  'quotes': 0, ...</td>\n",
       "      <td>comments': 26</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 12, 2024 · 11:00 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 6,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "      <td>Feb 12, 2024 · 10:56 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 14,  'retweets': 1,  'quotes': 0, ...</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "      <td>Feb 11, 2024 · 10:09 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 2, 'quotes': 2, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "      <td>(comments': 14,  'retweets': 2,  'quotes': 2, ...</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "      <td>Feb 9, 2024 · 5:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 7,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 9, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "      <td>(comments': 9,  'retweets': 2,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 9</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 3,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 4,  'retweets': 2,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "      <td>Jan 29, 2024 · 1:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 10, 'quotes': 5, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 5,  'retweets': 10,  'quotes': 5, ...</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 10</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 2,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 4,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "      <td>Jan 24, 2024 · 10:01 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 6,  'retweets': 1,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "      <td>Jan 23, 2024 · 1:04 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 1,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 8, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 8,  'retweets': 1,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "      <td>Jan 17, 2024 · 4:19 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 7,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 3, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 5,  'retweets': 3,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 3</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 18, 'quotes': 1, 'l...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 13,  'retweets': 18,  'quotes': 1,...</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 18</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 3,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>(comments': 2,  'retweets': 0,  'quotes': 0,  ...</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 link  \\\n",
       "0   https://twitter.com/CommBank/status/1736555274...   \n",
       "1   https://twitter.com/CommBank/status/1790554281...   \n",
       "2   https://twitter.com/CommBank/status/1790514933...   \n",
       "3   https://twitter.com/CommBank/status/1786282509...   \n",
       "4   https://twitter.com/CommBank/status/1783228336...   \n",
       "5   https://twitter.com/CommBank/status/1776743288...   \n",
       "6   https://twitter.com/CommBank/status/1776743287...   \n",
       "7   https://twitter.com/CommBank/status/1775392501...   \n",
       "8   https://twitter.com/CommBank/status/1775392499...   \n",
       "9   https://twitter.com/CommBank/status/1775392496...   \n",
       "10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \\\n",
       "0   When shopping online, do you look for discount...   \n",
       "1   We’ve read the Federal #Budget2024 so you don’...   \n",
       "2   We’ve read the Federal #Budget2024 so you don’...   \n",
       "3   Heads Up! We’re running scheduled maintenance ...   \n",
       "4   At the going down of the sun and in the mornin...   \n",
       "5      Just a little ‘light’ humour to start the day.   \n",
       "6   Petition to call it daylight spending when we ...   \n",
       "7   Find the full list of recipients plus informat...   \n",
       "8   We know that grassroots sport is the cornersto...   \n",
       "9   Say hello to the first recipients of the Growi...   \n",
       "10  We're so excited for this upcoming summer of c...   \n",
       "11  UPDATE 01:10AM - Services are being restored. ...   \n",
       "12  3/3: We'll post updates as they come right her...   \n",
       "13  2/3: In the meantime, debit and credit cards a...   \n",
       "14  1/3: We're aware some customers are having dif...   \n",
       "15  Supporting the next generation of cricketing s...   \n",
       "16  We’re on our way ✈ Thank you for continuing to...   \n",
       "17  Find out more about our support of cricket fro...   \n",
       "18  Join Amber and Avni as they spend the day as C...   \n",
       "19  Heads up! We’re running scheduled maintenance ...   \n",
       "20  CommBank Yello is our customer recognition pro...   \n",
       "21  Roses are red, violets are blue, We’re not gre...   \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...   \n",
       "23  PSA to Ash Gardener, you should check out Spen...   \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...   \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...   \n",
       "26  CommBank Yello is our customer recognition pro...   \n",
       "27  If the notification doesn’t look like this, I ...   \n",
       "28  Buckle up as we go six straight questions with...   \n",
       "29  For emergency help in storms, call the @QldFES...   \n",
       "30  We understand everyone will have different nee...   \n",
       "31  We have activated our Emergency Assistance to ...   \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...   \n",
       "33  If you or someone you know is experiencing fin...   \n",
       "34  Fine-tune your everyday spending habits to rea...   \n",
       "35  It’s go-time on those 2024 financial resolutio...   \n",
       "36  New year, new economy? We caught up with Senio...   \n",
       "37  We will never ask you to log on or provide sen...   \n",
       "38  SCAM ALERT! Beware of a circulating text messa...   \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...   \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...   \n",
       "\n",
       "                           date  is-retweet  is-pinned  \\\n",
       "0    Dec 18, 2023 · 1:13 AM UTC           0          1   \n",
       "1    May 15, 2024 · 1:26 AM UTC           0          0   \n",
       "2   May 14, 2024 · 10:50 PM UTC           0          0   \n",
       "3     May 3, 2024 · 6:31 AM UTC           0          0   \n",
       "4    Apr 24, 2024 · 8:15 PM UTC           0          0   \n",
       "5    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "6    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "7     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "8     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "9     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "10   Mar 27, 2024 · 3:25 AM UTC           0          0   \n",
       "11   Mar 12, 2024 · 2:12 PM UTC           0          0   \n",
       "12  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "13  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "14  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "15    Mar 8, 2024 · 1:08 AM UTC           0          0   \n",
       "16  Feb 28, 2024 · 11:05 AM UTC           0          0   \n",
       "17  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "18  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "19  Feb 15, 2024 · 11:05 PM UTC           0          0   \n",
       "20  Feb 12, 2024 · 11:00 PM UTC           0          0   \n",
       "21  Feb 12, 2024 · 10:56 PM UTC           0          0   \n",
       "22  Feb 11, 2024 · 10:09 PM UTC           0          0   \n",
       "23    Feb 9, 2024 · 5:26 AM UTC           0          0   \n",
       "24    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "25    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "26    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "27    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "28   Jan 29, 2024 · 1:30 AM UTC           0          0   \n",
       "29   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "30   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "31   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "32  Jan 24, 2024 · 10:01 PM UTC           0          0   \n",
       "33   Jan 23, 2024 · 1:04 AM UTC           0          0   \n",
       "34   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "35   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "36   Jan 17, 2024 · 4:19 AM UTC           0          0   \n",
       "37  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "38  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "39   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "40   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "\n",
       "                               external-link  \\\n",
       "0                           No_External_Link   \n",
       "1                           No_External_Link   \n",
       "2   http://www.commbank.com.au/federalbudget   \n",
       "3                           No_External_Link   \n",
       "4                           No_External_Link   \n",
       "5                           No_External_Link   \n",
       "6                           No_External_Link   \n",
       "7                           No_External_Link   \n",
       "8                           No_External_Link   \n",
       "9                           No_External_Link   \n",
       "10                          No_External_Link   \n",
       "11                          No_External_Link   \n",
       "12                          No_External_Link   \n",
       "13                          No_External_Link   \n",
       "14                          No_External_Link   \n",
       "15                          No_External_Link   \n",
       "16                          No_External_Link   \n",
       "17                          No_External_Link   \n",
       "18                          No_External_Link   \n",
       "19                          No_External_Link   \n",
       "20                          No_External_Link   \n",
       "21                          No_External_Link   \n",
       "22                          No_External_Link   \n",
       "23                          No_External_Link   \n",
       "24                          No_External_Link   \n",
       "25                          No_External_Link   \n",
       "26                          No_External_Link   \n",
       "27                          No_External_Link   \n",
       "28                          No_External_Link   \n",
       "29                          No_External_Link   \n",
       "30                          No_External_Link   \n",
       "31                          No_External_Link   \n",
       "32                          No_External_Link   \n",
       "33                          No_External_Link   \n",
       "34                          No_External_Link   \n",
       "35                          No_External_Link   \n",
       "36                          No_External_Link   \n",
       "37                          No_External_Link   \n",
       "38                          No_External_Link   \n",
       "39                          No_External_Link   \n",
       "40                          No_External_Link   \n",
       "\n",
       "                                          quoted-post  \\\n",
       "0                                      No_Quoted_post   \n",
       "1                                      No_Quoted_post   \n",
       "2                                      No_Quoted_post   \n",
       "3                                      No_Quoted_post   \n",
       "4                                      No_Quoted_post   \n",
       "5                                      No_Quoted_post   \n",
       "6                                      No_Quoted_post   \n",
       "7                                      No_Quoted_post   \n",
       "8                                      No_Quoted_post   \n",
       "9                                      No_Quoted_post   \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12                                     No_Quoted_post   \n",
       "13                                     No_Quoted_post   \n",
       "14                                     No_Quoted_post   \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16                                     No_Quoted_post   \n",
       "17                                     No_Quoted_post   \n",
       "18                                     No_Quoted_post   \n",
       "19                                     No_Quoted_post   \n",
       "20                                     No_Quoted_post   \n",
       "21                                     No_Quoted_post   \n",
       "22                                     No_Quoted_post   \n",
       "23                                     No_Quoted_post   \n",
       "24                                     No_Quoted_post   \n",
       "25                                     No_Quoted_post   \n",
       "26                                     No_Quoted_post   \n",
       "27                                     No_Quoted_post   \n",
       "28                                     No_Quoted_post   \n",
       "29                                     No_Quoted_post   \n",
       "30                                     No_Quoted_post   \n",
       "31                                     No_Quoted_post   \n",
       "32                                     No_Quoted_post   \n",
       "33                                     No_Quoted_post   \n",
       "34                                     No_Quoted_post   \n",
       "35                                     No_Quoted_post   \n",
       "36                                     No_Quoted_post   \n",
       "37                                     No_Quoted_post   \n",
       "38                                     No_Quoted_post   \n",
       "39                                     No_Quoted_post   \n",
       "40                                     No_Quoted_post   \n",
       "\n",
       "                                                stats  \\\n",
       "0   comments': 70, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "1   comments': 7, 'retweets': 0, 'quotes': 2, 'lik...   \n",
       "2   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "3   comments': 16, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "4   comments': 5, 'retweets': 8, 'quotes': 0, 'lik...   \n",
       "5   comments': 5, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "6   comments': 21, 'retweets': 7, 'quotes': 5, 'li...   \n",
       "7   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "8   comments': 1, 'retweets': 2, 'quotes': 1, 'lik...   \n",
       "9   comments': 10, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "10  comments': 8, 'retweets': 0, 'quotes': 1, 'lik...   \n",
       "11  comments': 57, 'retweets': 2, 'quotes': 3, 'li...   \n",
       "12  comments': 16, 'retweets': 2, 'quotes': 0, 'li...   \n",
       "13  comments': 13, 'retweets': 0, 'quotes': 0, 'li...   \n",
       "14  comments': 79, 'retweets': 9, 'quotes': 12, 'l...   \n",
       "15  comments': 25, 'retweets': 0, 'quotes': 1, 'li...   \n",
       "16  comments': 29, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "17  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "18  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "19  comments': 26, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "20  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "21  comments': 14, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "22  comments': 14, 'retweets': 2, 'quotes': 2, 'li...   \n",
       "23  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "24  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "25  comments': 9, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "26  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "27  comments': 4, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "28  comments': 5, 'retweets': 10, 'quotes': 5, 'li...   \n",
       "29  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "30  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "31  comments': 4, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "32  comments': 6, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "33  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "34  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "35  comments': 8, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "36  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "37  comments': 5, 'retweets': 3, 'quotes': 0, 'lik...   \n",
       "38  comments': 13, 'retweets': 18, 'quotes': 1, 'l...   \n",
       "39  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "40  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  polarity_scores  \\\n",
       "0                                           No_Videos           0.0000   \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...           0.0000   \n",
       "2                                           No_Videos           0.0000   \n",
       "3                                           No_Videos           0.3802   \n",
       "4                                           No_Videos          -0.2263   \n",
       "5                                           No_Videos           0.4256   \n",
       "6                                           No_Videos           0.1779   \n",
       "7                                           No_Videos           0.2263   \n",
       "8                                           No_Videos           0.7579   \n",
       "9                                           No_Videos           0.9201   \n",
       "10                                          No_Videos           0.7841   \n",
       "11                                          No_Videos           0.4215   \n",
       "12                                          No_Videos           0.0000   \n",
       "13                                          No_Videos           0.3818   \n",
       "14                                          No_Videos          -0.4215   \n",
       "15                                          No_Videos           0.8122   \n",
       "16                                          No_Videos           0.7351   \n",
       "17                                          No_Videos           0.4522   \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...           0.9246   \n",
       "19                                          No_Videos           0.4926   \n",
       "20                                          No_Videos           0.8689   \n",
       "21                                          No_Videos          -0.5096   \n",
       "22                                          No_Videos           0.4404   \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...           0.0000   \n",
       "24                                          No_Videos          -0.8225   \n",
       "25                                          No_Videos           0.4753   \n",
       "26                                          No_Videos           0.8689   \n",
       "27                                          No_Videos           0.7906   \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...           0.2263   \n",
       "29                                          No_Videos          -0.3612   \n",
       "30                                          No_Videos           0.4588   \n",
       "31                                          No_Videos           0.0935   \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...           0.0387   \n",
       "33                                          No_Videos          -0.7830   \n",
       "34                                          No_Videos           0.6597   \n",
       "35                                          No_Videos           0.4939   \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...           0.0000   \n",
       "37                                          No_Videos          -0.8225   \n",
       "38                                          No_Videos          -0.5707   \n",
       "39                                          No_Videos          -0.8225   \n",
       "40                                          No_Videos           0.8402   \n",
       "\n",
       "   sentiment               hashtags  \\\n",
       "0    neutral                     []   \n",
       "1    neutral        ['#Budget2024']   \n",
       "2    neutral        ['#Budget2024']   \n",
       "3   positive                     []   \n",
       "4   negative                     []   \n",
       "5   positive                     []   \n",
       "6   positive                     []   \n",
       "7   positive                     []   \n",
       "8   positive                     []   \n",
       "9   positive                     []   \n",
       "10  positive                     []   \n",
       "11  positive                     []   \n",
       "12   neutral                     []   \n",
       "13  positive                     []   \n",
       "14  negative                     []   \n",
       "15  positive           ['#IWD2024']   \n",
       "16  positive                     []   \n",
       "17  positive                     []   \n",
       "18  positive                     []   \n",
       "19  positive                     []   \n",
       "20  positive                     []   \n",
       "21  negative                     []   \n",
       "22  positive     ['#ValentinesDay']   \n",
       "23   neutral                     []   \n",
       "24  negative                     []   \n",
       "25  positive  ['#SaferInternetDay']   \n",
       "26  positive                     []   \n",
       "27  positive                     []   \n",
       "28  positive                     []   \n",
       "29  negative                     []   \n",
       "30  positive                     []   \n",
       "31  positive                     []   \n",
       "32  positive                     []   \n",
       "33  negative                     []   \n",
       "34  positive                     []   \n",
       "35  positive                     []   \n",
       "36   neutral                     []   \n",
       "37  negative                     []   \n",
       "38  negative                     []   \n",
       "39  negative                     []   \n",
       "40  positive                     []   \n",
       "\n",
       "                  (comments, retweets, quotes, likes)       comments  \\\n",
       "0   (comments': 70,  'retweets': 1,  'quotes': 0, ...  comments': 70   \n",
       "1   (comments': 7,  'retweets': 0,  'quotes': 2,  ...   comments': 7   \n",
       "2   (comments': 2,  'retweets': 1,  'quotes': 0,  ...   comments': 2   \n",
       "3   (comments': 16,  'retweets': 4,  'quotes': 1, ...  comments': 16   \n",
       "4   (comments': 5,  'retweets': 8,  'quotes': 0,  ...   comments': 5   \n",
       "5   (comments': 5,  'retweets': 2,  'quotes': 0,  ...   comments': 5   \n",
       "6   (comments': 21,  'retweets': 7,  'quotes': 5, ...  comments': 21   \n",
       "7   (comments': 2,  'retweets': 1,  'quotes': 0,  ...   comments': 2   \n",
       "8   (comments': 1,  'retweets': 2,  'quotes': 1,  ...   comments': 1   \n",
       "9   (comments': 10,  'retweets': 4,  'quotes': 1, ...  comments': 10   \n",
       "10  (comments': 8,  'retweets': 0,  'quotes': 1,  ...   comments': 8   \n",
       "11  (comments': 57,  'retweets': 2,  'quotes': 3, ...  comments': 57   \n",
       "12  (comments': 16,  'retweets': 2,  'quotes': 0, ...  comments': 16   \n",
       "13  (comments': 13,  'retweets': 0,  'quotes': 0, ...  comments': 13   \n",
       "14  (comments': 79,  'retweets': 9,  'quotes': 12,...  comments': 79   \n",
       "15  (comments': 25,  'retweets': 0,  'quotes': 1, ...  comments': 25   \n",
       "16  (comments': 29,  'retweets': 1,  'quotes': 0, ...  comments': 29   \n",
       "17  (comments': 1,  'retweets': 0,  'quotes': 0,  ...   comments': 1   \n",
       "18  (comments': 6,  'retweets': 0,  'quotes': 0,  ...   comments': 6   \n",
       "19  (comments': 26,  'retweets': 1,  'quotes': 0, ...  comments': 26   \n",
       "20  (comments': 6,  'retweets': 0,  'quotes': 0,  ...   comments': 6   \n",
       "21  (comments': 14,  'retweets': 1,  'quotes': 0, ...  comments': 14   \n",
       "22  (comments': 14,  'retweets': 2,  'quotes': 2, ...  comments': 14   \n",
       "23  (comments': 7,  'retweets': 0,  'quotes': 0,  ...   comments': 7   \n",
       "24  (comments': 1,  'retweets': 0,  'quotes': 0,  ...   comments': 1   \n",
       "25  (comments': 9,  'retweets': 2,  'quotes': 0,  ...   comments': 9   \n",
       "26  (comments': 3,  'retweets': 0,  'quotes': 0,  ...   comments': 3   \n",
       "27  (comments': 4,  'retweets': 2,  'quotes': 0,  ...   comments': 4   \n",
       "28  (comments': 5,  'retweets': 10,  'quotes': 5, ...   comments': 5   \n",
       "29  (comments': 1,  'retweets': 0,  'quotes': 0,  ...   comments': 1   \n",
       "30  (comments': 2,  'retweets': 0,  'quotes': 0,  ...   comments': 2   \n",
       "31  (comments': 4,  'retweets': 0,  'quotes': 0,  ...   comments': 4   \n",
       "32  (comments': 6,  'retweets': 1,  'quotes': 0,  ...   comments': 6   \n",
       "33  (comments': 1,  'retweets': 0,  'quotes': 0,  ...   comments': 1   \n",
       "34  (comments': 1,  'retweets': 0,  'quotes': 0,  ...   comments': 1   \n",
       "35  (comments': 8,  'retweets': 1,  'quotes': 0,  ...   comments': 8   \n",
       "36  (comments': 7,  'retweets': 0,  'quotes': 0,  ...   comments': 7   \n",
       "37  (comments': 5,  'retweets': 3,  'quotes': 0,  ...   comments': 5   \n",
       "38  (comments': 13,  'retweets': 18,  'quotes': 1,...  comments': 13   \n",
       "39  (comments': 3,  'retweets': 0,  'quotes': 0,  ...   comments': 3   \n",
       "40  (comments': 2,  'retweets': 0,  'quotes': 0,  ...   comments': 2   \n",
       "\n",
       "           retweets         quotes         likes  \n",
       "0     'retweets': 1    'quotes': 0   'likes': 10  \n",
       "1     'retweets': 0    'quotes': 2    'likes': 7  \n",
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       "4     'retweets': 8    'quotes': 0   'likes': 50  \n",
       "5     'retweets': 2    'quotes': 0   'likes': 14  \n",
       "6     'retweets': 7    'quotes': 5   'likes': 39  \n",
       "7     'retweets': 1    'quotes': 0    'likes': 3  \n",
       "8     'retweets': 2    'quotes': 1    'likes': 7  \n",
       "9     'retweets': 4    'quotes': 1   'likes': 18  \n",
       "10    'retweets': 0    'quotes': 1    'likes': 7  \n",
       "11    'retweets': 2    'quotes': 3   'likes': 32  \n",
       "12    'retweets': 2    'quotes': 0   'likes': 11  \n",
       "13    'retweets': 0    'quotes': 0   'likes': 12  \n",
       "14    'retweets': 9   'quotes': 12   'likes': 52  \n",
       "15    'retweets': 0    'quotes': 1    'likes': 3  \n",
       "16    'retweets': 1    'quotes': 0   'likes': 13  \n",
       "17    'retweets': 0    'quotes': 0    'likes': 0  \n",
       "18    'retweets': 0    'quotes': 0    'likes': 2  \n",
       "19    'retweets': 1    'quotes': 0    'likes': 5  \n",
       "20    'retweets': 0    'quotes': 0    'likes': 0  \n",
       "21    'retweets': 1    'quotes': 0    'likes': 5  \n",
       "22    'retweets': 2    'quotes': 2    'likes': 4  \n",
       "23    'retweets': 0    'quotes': 0    'likes': 2  \n",
       "24    'retweets': 0    'quotes': 0    'likes': 1  \n",
       "25    'retweets': 2    'quotes': 0   'likes': 13  \n",
       "26    'retweets': 0    'quotes': 0    'likes': 3  \n",
       "27    'retweets': 2    'quotes': 0   'likes': 13  \n",
       "28   'retweets': 10    'quotes': 5   'likes': 57  \n",
       "29    'retweets': 0    'quotes': 0    'likes': 1  \n",
       "30    'retweets': 0    'quotes': 0    'likes': 1  \n",
       "31    'retweets': 0    'quotes': 0    'likes': 3  \n",
       "32    'retweets': 1    'quotes': 0    'likes': 4  \n",
       "33    'retweets': 0    'quotes': 0    'likes': 2  \n",
       "34    'retweets': 0    'quotes': 0    'likes': 0  \n",
       "35    'retweets': 1    'quotes': 0    'likes': 2  \n",
       "36    'retweets': 0    'quotes': 0    'likes': 3  \n",
       "37    'retweets': 3    'quotes': 0   'likes': 15  \n",
       "38   'retweets': 18    'quotes': 1   'likes': 38  \n",
       "39    'retweets': 0    'quotes': 0    'likes': 2  \n",
       "40    'retweets': 0    'quotes': 0    'likes': 1  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "729c4ff6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "      <td>Dec 18, 2023 · 1:13 AM UTC</td>\n",
       "      <td>0</td>\n",
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       "      <td>'likes': 10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 15, 2024 · 1:26 AM UTC</td>\n",
       "      <td>0</td>\n",
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       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 7</td>\n",
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       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 14, 2024 · 10:50 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>http://www.commbank.com.au/federalbudget</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "      <td>May 3, 2024 · 6:31 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "      <td>Apr 24, 2024 · 8:15 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 8, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.2263</td>\n",
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       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 8</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
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       "      <td>No_Pictures</td>\n",
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       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.2263</td>\n",
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       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 2, 'quotes': 1, 'lik...</td>\n",
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       "      <td>0.7579</td>\n",
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       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 10, 'retweets': 4, 'quotes': 1, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 10</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "      <td>Mar 27, 2024 · 3:25 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 8, 'retweets': 0, 'quotes': 1, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "      <td>Mar 12, 2024 · 2:12 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>comments': 57, 'retweets': 2, 'quotes': 3, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 57</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 3</td>\n",
       "      <td>'likes': 32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 16, 'retweets': 2, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 0, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 79, 'retweets': 9, 'quotes': 12, 'l...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 79</td>\n",
       "      <td>'retweets': 9</td>\n",
       "      <td>'quotes': 12</td>\n",
       "      <td>'likes': 52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "      <td>Mar 8, 2024 · 1:08 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>comments': 25, 'retweets': 0, 'quotes': 1, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "      <td>comments': 25</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "      <td>Feb 28, 2024 · 11:05 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 29, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 29</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "      <td>Feb 15, 2024 · 11:05 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 26, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 26</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 12, 2024 · 11:00 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "      <td>Feb 12, 2024 · 10:56 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 1, 'quotes': 0, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "      <td>Feb 11, 2024 · 10:09 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 14, 'retweets': 2, 'quotes': 2, 'li...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "      <td>Feb 9, 2024 · 5:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 9, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "      <td>comments': 9</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 2, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "      <td>Jan 29, 2024 · 1:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 10, 'quotes': 5, 'li...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 10</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 4, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "      <td>Jan 24, 2024 · 10:01 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 6, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "      <td>Jan 23, 2024 · 1:04 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 1, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 8, 'retweets': 1, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "      <td>Jan 17, 2024 · 4:19 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 7, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 5, 'retweets': 3, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 3</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 13, 'retweets': 18, 'quotes': 1, 'l...</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 18</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 3, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>comments': 2, 'retweets': 0, 'quotes': 0, 'lik...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 link  \\\n",
       "0   https://twitter.com/CommBank/status/1736555274...   \n",
       "1   https://twitter.com/CommBank/status/1790554281...   \n",
       "2   https://twitter.com/CommBank/status/1790514933...   \n",
       "3   https://twitter.com/CommBank/status/1786282509...   \n",
       "4   https://twitter.com/CommBank/status/1783228336...   \n",
       "5   https://twitter.com/CommBank/status/1776743288...   \n",
       "6   https://twitter.com/CommBank/status/1776743287...   \n",
       "7   https://twitter.com/CommBank/status/1775392501...   \n",
       "8   https://twitter.com/CommBank/status/1775392499...   \n",
       "9   https://twitter.com/CommBank/status/1775392496...   \n",
       "10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \\\n",
       "0   When shopping online, do you look for discount...   \n",
       "1   We’ve read the Federal #Budget2024 so you don’...   \n",
       "2   We’ve read the Federal #Budget2024 so you don’...   \n",
       "3   Heads Up! We’re running scheduled maintenance ...   \n",
       "4   At the going down of the sun and in the mornin...   \n",
       "5      Just a little ‘light’ humour to start the day.   \n",
       "6   Petition to call it daylight spending when we ...   \n",
       "7   Find the full list of recipients plus informat...   \n",
       "8   We know that grassroots sport is the cornersto...   \n",
       "9   Say hello to the first recipients of the Growi...   \n",
       "10  We're so excited for this upcoming summer of c...   \n",
       "11  UPDATE 01:10AM - Services are being restored. ...   \n",
       "12  3/3: We'll post updates as they come right her...   \n",
       "13  2/3: In the meantime, debit and credit cards a...   \n",
       "14  1/3: We're aware some customers are having dif...   \n",
       "15  Supporting the next generation of cricketing s...   \n",
       "16  We’re on our way ✈ Thank you for continuing to...   \n",
       "17  Find out more about our support of cricket fro...   \n",
       "18  Join Amber and Avni as they spend the day as C...   \n",
       "19  Heads up! We’re running scheduled maintenance ...   \n",
       "20  CommBank Yello is our customer recognition pro...   \n",
       "21  Roses are red, violets are blue, We’re not gre...   \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...   \n",
       "23  PSA to Ash Gardener, you should check out Spen...   \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...   \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...   \n",
       "26  CommBank Yello is our customer recognition pro...   \n",
       "27  If the notification doesn’t look like this, I ...   \n",
       "28  Buckle up as we go six straight questions with...   \n",
       "29  For emergency help in storms, call the @QldFES...   \n",
       "30  We understand everyone will have different nee...   \n",
       "31  We have activated our Emergency Assistance to ...   \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...   \n",
       "33  If you or someone you know is experiencing fin...   \n",
       "34  Fine-tune your everyday spending habits to rea...   \n",
       "35  It’s go-time on those 2024 financial resolutio...   \n",
       "36  New year, new economy? We caught up with Senio...   \n",
       "37  We will never ask you to log on or provide sen...   \n",
       "38  SCAM ALERT! Beware of a circulating text messa...   \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...   \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...   \n",
       "\n",
       "                           date  is-retweet  is-pinned  \\\n",
       "0    Dec 18, 2023 · 1:13 AM UTC           0          1   \n",
       "1    May 15, 2024 · 1:26 AM UTC           0          0   \n",
       "2   May 14, 2024 · 10:50 PM UTC           0          0   \n",
       "3     May 3, 2024 · 6:31 AM UTC           0          0   \n",
       "4    Apr 24, 2024 · 8:15 PM UTC           0          0   \n",
       "5    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "6    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "7     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "8     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "9     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "10   Mar 27, 2024 · 3:25 AM UTC           0          0   \n",
       "11   Mar 12, 2024 · 2:12 PM UTC           0          0   \n",
       "12  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "13  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "14  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "15    Mar 8, 2024 · 1:08 AM UTC           0          0   \n",
       "16  Feb 28, 2024 · 11:05 AM UTC           0          0   \n",
       "17  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "18  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "19  Feb 15, 2024 · 11:05 PM UTC           0          0   \n",
       "20  Feb 12, 2024 · 11:00 PM UTC           0          0   \n",
       "21  Feb 12, 2024 · 10:56 PM UTC           0          0   \n",
       "22  Feb 11, 2024 · 10:09 PM UTC           0          0   \n",
       "23    Feb 9, 2024 · 5:26 AM UTC           0          0   \n",
       "24    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "25    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "26    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "27    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "28   Jan 29, 2024 · 1:30 AM UTC           0          0   \n",
       "29   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "30   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "31   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "32  Jan 24, 2024 · 10:01 PM UTC           0          0   \n",
       "33   Jan 23, 2024 · 1:04 AM UTC           0          0   \n",
       "34   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "35   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "36   Jan 17, 2024 · 4:19 AM UTC           0          0   \n",
       "37  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "38  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "39   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "40   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "\n",
       "                               external-link  \\\n",
       "0                           No_External_Link   \n",
       "1                           No_External_Link   \n",
       "2   http://www.commbank.com.au/federalbudget   \n",
       "3                           No_External_Link   \n",
       "4                           No_External_Link   \n",
       "5                           No_External_Link   \n",
       "6                           No_External_Link   \n",
       "7                           No_External_Link   \n",
       "8                           No_External_Link   \n",
       "9                           No_External_Link   \n",
       "10                          No_External_Link   \n",
       "11                          No_External_Link   \n",
       "12                          No_External_Link   \n",
       "13                          No_External_Link   \n",
       "14                          No_External_Link   \n",
       "15                          No_External_Link   \n",
       "16                          No_External_Link   \n",
       "17                          No_External_Link   \n",
       "18                          No_External_Link   \n",
       "19                          No_External_Link   \n",
       "20                          No_External_Link   \n",
       "21                          No_External_Link   \n",
       "22                          No_External_Link   \n",
       "23                          No_External_Link   \n",
       "24                          No_External_Link   \n",
       "25                          No_External_Link   \n",
       "26                          No_External_Link   \n",
       "27                          No_External_Link   \n",
       "28                          No_External_Link   \n",
       "29                          No_External_Link   \n",
       "30                          No_External_Link   \n",
       "31                          No_External_Link   \n",
       "32                          No_External_Link   \n",
       "33                          No_External_Link   \n",
       "34                          No_External_Link   \n",
       "35                          No_External_Link   \n",
       "36                          No_External_Link   \n",
       "37                          No_External_Link   \n",
       "38                          No_External_Link   \n",
       "39                          No_External_Link   \n",
       "40                          No_External_Link   \n",
       "\n",
       "                                          quoted-post  \\\n",
       "0                                      No_Quoted_post   \n",
       "1                                      No_Quoted_post   \n",
       "2                                      No_Quoted_post   \n",
       "3                                      No_Quoted_post   \n",
       "4                                      No_Quoted_post   \n",
       "5                                      No_Quoted_post   \n",
       "6                                      No_Quoted_post   \n",
       "7                                      No_Quoted_post   \n",
       "8                                      No_Quoted_post   \n",
       "9                                      No_Quoted_post   \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12                                     No_Quoted_post   \n",
       "13                                     No_Quoted_post   \n",
       "14                                     No_Quoted_post   \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16                                     No_Quoted_post   \n",
       "17                                     No_Quoted_post   \n",
       "18                                     No_Quoted_post   \n",
       "19                                     No_Quoted_post   \n",
       "20                                     No_Quoted_post   \n",
       "21                                     No_Quoted_post   \n",
       "22                                     No_Quoted_post   \n",
       "23                                     No_Quoted_post   \n",
       "24                                     No_Quoted_post   \n",
       "25                                     No_Quoted_post   \n",
       "26                                     No_Quoted_post   \n",
       "27                                     No_Quoted_post   \n",
       "28                                     No_Quoted_post   \n",
       "29                                     No_Quoted_post   \n",
       "30                                     No_Quoted_post   \n",
       "31                                     No_Quoted_post   \n",
       "32                                     No_Quoted_post   \n",
       "33                                     No_Quoted_post   \n",
       "34                                     No_Quoted_post   \n",
       "35                                     No_Quoted_post   \n",
       "36                                     No_Quoted_post   \n",
       "37                                     No_Quoted_post   \n",
       "38                                     No_Quoted_post   \n",
       "39                                     No_Quoted_post   \n",
       "40                                     No_Quoted_post   \n",
       "\n",
       "                                                stats  \\\n",
       "0   comments': 70, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "1   comments': 7, 'retweets': 0, 'quotes': 2, 'lik...   \n",
       "2   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "3   comments': 16, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "4   comments': 5, 'retweets': 8, 'quotes': 0, 'lik...   \n",
       "5   comments': 5, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "6   comments': 21, 'retweets': 7, 'quotes': 5, 'li...   \n",
       "7   comments': 2, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "8   comments': 1, 'retweets': 2, 'quotes': 1, 'lik...   \n",
       "9   comments': 10, 'retweets': 4, 'quotes': 1, 'li...   \n",
       "10  comments': 8, 'retweets': 0, 'quotes': 1, 'lik...   \n",
       "11  comments': 57, 'retweets': 2, 'quotes': 3, 'li...   \n",
       "12  comments': 16, 'retweets': 2, 'quotes': 0, 'li...   \n",
       "13  comments': 13, 'retweets': 0, 'quotes': 0, 'li...   \n",
       "14  comments': 79, 'retweets': 9, 'quotes': 12, 'l...   \n",
       "15  comments': 25, 'retweets': 0, 'quotes': 1, 'li...   \n",
       "16  comments': 29, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "17  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "18  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "19  comments': 26, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "20  comments': 6, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "21  comments': 14, 'retweets': 1, 'quotes': 0, 'li...   \n",
       "22  comments': 14, 'retweets': 2, 'quotes': 2, 'li...   \n",
       "23  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "24  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "25  comments': 9, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "26  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "27  comments': 4, 'retweets': 2, 'quotes': 0, 'lik...   \n",
       "28  comments': 5, 'retweets': 10, 'quotes': 5, 'li...   \n",
       "29  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "30  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "31  comments': 4, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "32  comments': 6, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "33  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "34  comments': 1, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "35  comments': 8, 'retweets': 1, 'quotes': 0, 'lik...   \n",
       "36  comments': 7, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "37  comments': 5, 'retweets': 3, 'quotes': 0, 'lik...   \n",
       "38  comments': 13, 'retweets': 18, 'quotes': 1, 'l...   \n",
       "39  comments': 3, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "40  comments': 2, 'retweets': 0, 'quotes': 0, 'lik...   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  polarity_scores  \\\n",
       "0                                           No_Videos           0.0000   \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...           0.0000   \n",
       "2                                           No_Videos           0.0000   \n",
       "3                                           No_Videos           0.3802   \n",
       "4                                           No_Videos          -0.2263   \n",
       "5                                           No_Videos           0.4256   \n",
       "6                                           No_Videos           0.1779   \n",
       "7                                           No_Videos           0.2263   \n",
       "8                                           No_Videos           0.7579   \n",
       "9                                           No_Videos           0.9201   \n",
       "10                                          No_Videos           0.7841   \n",
       "11                                          No_Videos           0.4215   \n",
       "12                                          No_Videos           0.0000   \n",
       "13                                          No_Videos           0.3818   \n",
       "14                                          No_Videos          -0.4215   \n",
       "15                                          No_Videos           0.8122   \n",
       "16                                          No_Videos           0.7351   \n",
       "17                                          No_Videos           0.4522   \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...           0.9246   \n",
       "19                                          No_Videos           0.4926   \n",
       "20                                          No_Videos           0.8689   \n",
       "21                                          No_Videos          -0.5096   \n",
       "22                                          No_Videos           0.4404   \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...           0.0000   \n",
       "24                                          No_Videos          -0.8225   \n",
       "25                                          No_Videos           0.4753   \n",
       "26                                          No_Videos           0.8689   \n",
       "27                                          No_Videos           0.7906   \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...           0.2263   \n",
       "29                                          No_Videos          -0.3612   \n",
       "30                                          No_Videos           0.4588   \n",
       "31                                          No_Videos           0.0935   \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...           0.0387   \n",
       "33                                          No_Videos          -0.7830   \n",
       "34                                          No_Videos           0.6597   \n",
       "35                                          No_Videos           0.4939   \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...           0.0000   \n",
       "37                                          No_Videos          -0.8225   \n",
       "38                                          No_Videos          -0.5707   \n",
       "39                                          No_Videos          -0.8225   \n",
       "40                                          No_Videos           0.8402   \n",
       "\n",
       "   sentiment               hashtags       comments         retweets  \\\n",
       "0    neutral                     []  comments': 70    'retweets': 1   \n",
       "1    neutral        ['#Budget2024']   comments': 7    'retweets': 0   \n",
       "2    neutral        ['#Budget2024']   comments': 2    'retweets': 1   \n",
       "3   positive                     []  comments': 16    'retweets': 4   \n",
       "4   negative                     []   comments': 5    'retweets': 8   \n",
       "5   positive                     []   comments': 5    'retweets': 2   \n",
       "6   positive                     []  comments': 21    'retweets': 7   \n",
       "7   positive                     []   comments': 2    'retweets': 1   \n",
       "8   positive                     []   comments': 1    'retweets': 2   \n",
       "9   positive                     []  comments': 10    'retweets': 4   \n",
       "10  positive                     []   comments': 8    'retweets': 0   \n",
       "11  positive                     []  comments': 57    'retweets': 2   \n",
       "12   neutral                     []  comments': 16    'retweets': 2   \n",
       "13  positive                     []  comments': 13    'retweets': 0   \n",
       "14  negative                     []  comments': 79    'retweets': 9   \n",
       "15  positive           ['#IWD2024']  comments': 25    'retweets': 0   \n",
       "16  positive                     []  comments': 29    'retweets': 1   \n",
       "17  positive                     []   comments': 1    'retweets': 0   \n",
       "18  positive                     []   comments': 6    'retweets': 0   \n",
       "19  positive                     []  comments': 26    'retweets': 1   \n",
       "20  positive                     []   comments': 6    'retweets': 0   \n",
       "21  negative                     []  comments': 14    'retweets': 1   \n",
       "22  positive     ['#ValentinesDay']  comments': 14    'retweets': 2   \n",
       "23   neutral                     []   comments': 7    'retweets': 0   \n",
       "24  negative                     []   comments': 1    'retweets': 0   \n",
       "25  positive  ['#SaferInternetDay']   comments': 9    'retweets': 2   \n",
       "26  positive                     []   comments': 3    'retweets': 0   \n",
       "27  positive                     []   comments': 4    'retweets': 2   \n",
       "28  positive                     []   comments': 5   'retweets': 10   \n",
       "29  negative                     []   comments': 1    'retweets': 0   \n",
       "30  positive                     []   comments': 2    'retweets': 0   \n",
       "31  positive                     []   comments': 4    'retweets': 0   \n",
       "32  positive                     []   comments': 6    'retweets': 1   \n",
       "33  negative                     []   comments': 1    'retweets': 0   \n",
       "34  positive                     []   comments': 1    'retweets': 0   \n",
       "35  positive                     []   comments': 8    'retweets': 1   \n",
       "36   neutral                     []   comments': 7    'retweets': 0   \n",
       "37  negative                     []   comments': 5    'retweets': 3   \n",
       "38  negative                     []  comments': 13   'retweets': 18   \n",
       "39  negative                     []   comments': 3    'retweets': 0   \n",
       "40  positive                     []   comments': 2    'retweets': 0   \n",
       "\n",
       "           quotes         likes  \n",
       "0     'quotes': 0   'likes': 10  \n",
       "1     'quotes': 2    'likes': 7  \n",
       "2     'quotes': 0    'likes': 6  \n",
       "3     'quotes': 1   'likes': 17  \n",
       "4     'quotes': 0   'likes': 50  \n",
       "5     'quotes': 0   'likes': 14  \n",
       "6     'quotes': 5   'likes': 39  \n",
       "7     'quotes': 0    'likes': 3  \n",
       "8     'quotes': 1    'likes': 7  \n",
       "9     'quotes': 1   'likes': 18  \n",
       "10    'quotes': 1    'likes': 7  \n",
       "11    'quotes': 3   'likes': 32  \n",
       "12    'quotes': 0   'likes': 11  \n",
       "13    'quotes': 0   'likes': 12  \n",
       "14   'quotes': 12   'likes': 52  \n",
       "15    'quotes': 1    'likes': 3  \n",
       "16    'quotes': 0   'likes': 13  \n",
       "17    'quotes': 0    'likes': 0  \n",
       "18    'quotes': 0    'likes': 2  \n",
       "19    'quotes': 0    'likes': 5  \n",
       "20    'quotes': 0    'likes': 0  \n",
       "21    'quotes': 0    'likes': 5  \n",
       "22    'quotes': 2    'likes': 4  \n",
       "23    'quotes': 0    'likes': 2  \n",
       "24    'quotes': 0    'likes': 1  \n",
       "25    'quotes': 0   'likes': 13  \n",
       "26    'quotes': 0    'likes': 3  \n",
       "27    'quotes': 0   'likes': 13  \n",
       "28    'quotes': 5   'likes': 57  \n",
       "29    'quotes': 0    'likes': 1  \n",
       "30    'quotes': 0    'likes': 1  \n",
       "31    'quotes': 0    'likes': 3  \n",
       "32    'quotes': 0    'likes': 4  \n",
       "33    'quotes': 0    'likes': 2  \n",
       "34    'quotes': 0    'likes': 0  \n",
       "35    'quotes': 0    'likes': 2  \n",
       "36    'quotes': 0    'likes': 3  \n",
       "37    'quotes': 0   'likes': 15  \n",
       "38    'quotes': 1   'likes': 38  \n",
       "39    'quotes': 0    'likes': 2  \n",
       "40    'quotes': 0    'likes': 1  "
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = df.drop(df.columns[13],axis=1)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "30311cb2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>link</th>\n",
       "      <th>text</th>\n",
       "      <th>date</th>\n",
       "      <th>is-retweet</th>\n",
       "      <th>is-pinned</th>\n",
       "      <th>external-link</th>\n",
       "      <th>quoted-post</th>\n",
       "      <th>pictures</th>\n",
       "      <th>videos</th>\n",
       "      <th>polarity_scores</th>\n",
       "      <th>sentiment</th>\n",
       "      <th>hashtags</th>\n",
       "      <th>comments</th>\n",
       "      <th>retweets</th>\n",
       "      <th>quotes</th>\n",
       "      <th>likes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "      <td>Dec 18, 2023 · 1:13 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 70</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 15, 2024 · 1:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 14, 2024 · 10:50 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>http://www.commbank.com.au/federalbudget</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "      <td>May 3, 2024 · 6:31 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "      <td>Apr 24, 2024 · 8:15 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 8</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4256</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.1779</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 21</td>\n",
       "      <td>'retweets': 7</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7579</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 10</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "      <td>Mar 27, 2024 · 3:25 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "      <td>Mar 12, 2024 · 2:12 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 57</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 3</td>\n",
       "      <td>'likes': 32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 79</td>\n",
       "      <td>'retweets': 9</td>\n",
       "      <td>'quotes': 12</td>\n",
       "      <td>'likes': 52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "      <td>Mar 8, 2024 · 1:08 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "      <td>comments': 25</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "      <td>Feb 28, 2024 · 11:05 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 29</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "      <td>Feb 15, 2024 · 11:05 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 26</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 12, 2024 · 11:00 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "      <td>Feb 12, 2024 · 10:56 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "      <td>Feb 11, 2024 · 10:09 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "      <td>Feb 9, 2024 · 5:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "      <td>comments': 9</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "      <td>Jan 29, 2024 · 1:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 10</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "      <td>Jan 24, 2024 · 10:01 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "      <td>Jan 23, 2024 · 1:04 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "      <td>Jan 17, 2024 · 4:19 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 3</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 18</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 link  \\\n",
       "0   https://twitter.com/CommBank/status/1736555274...   \n",
       "1   https://twitter.com/CommBank/status/1790554281...   \n",
       "2   https://twitter.com/CommBank/status/1790514933...   \n",
       "3   https://twitter.com/CommBank/status/1786282509...   \n",
       "4   https://twitter.com/CommBank/status/1783228336...   \n",
       "5   https://twitter.com/CommBank/status/1776743288...   \n",
       "6   https://twitter.com/CommBank/status/1776743287...   \n",
       "7   https://twitter.com/CommBank/status/1775392501...   \n",
       "8   https://twitter.com/CommBank/status/1775392499...   \n",
       "9   https://twitter.com/CommBank/status/1775392496...   \n",
       "10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \\\n",
       "0   When shopping online, do you look for discount...   \n",
       "1   We’ve read the Federal #Budget2024 so you don’...   \n",
       "2   We’ve read the Federal #Budget2024 so you don’...   \n",
       "3   Heads Up! We’re running scheduled maintenance ...   \n",
       "4   At the going down of the sun and in the mornin...   \n",
       "5      Just a little ‘light’ humour to start the day.   \n",
       "6   Petition to call it daylight spending when we ...   \n",
       "7   Find the full list of recipients plus informat...   \n",
       "8   We know that grassroots sport is the cornersto...   \n",
       "9   Say hello to the first recipients of the Growi...   \n",
       "10  We're so excited for this upcoming summer of c...   \n",
       "11  UPDATE 01:10AM - Services are being restored. ...   \n",
       "12  3/3: We'll post updates as they come right her...   \n",
       "13  2/3: In the meantime, debit and credit cards a...   \n",
       "14  1/3: We're aware some customers are having dif...   \n",
       "15  Supporting the next generation of cricketing s...   \n",
       "16  We’re on our way ✈ Thank you for continuing to...   \n",
       "17  Find out more about our support of cricket fro...   \n",
       "18  Join Amber and Avni as they spend the day as C...   \n",
       "19  Heads up! We’re running scheduled maintenance ...   \n",
       "20  CommBank Yello is our customer recognition pro...   \n",
       "21  Roses are red, violets are blue, We’re not gre...   \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...   \n",
       "23  PSA to Ash Gardener, you should check out Spen...   \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...   \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...   \n",
       "26  CommBank Yello is our customer recognition pro...   \n",
       "27  If the notification doesn’t look like this, I ...   \n",
       "28  Buckle up as we go six straight questions with...   \n",
       "29  For emergency help in storms, call the @QldFES...   \n",
       "30  We understand everyone will have different nee...   \n",
       "31  We have activated our Emergency Assistance to ...   \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...   \n",
       "33  If you or someone you know is experiencing fin...   \n",
       "34  Fine-tune your everyday spending habits to rea...   \n",
       "35  It’s go-time on those 2024 financial resolutio...   \n",
       "36  New year, new economy? We caught up with Senio...   \n",
       "37  We will never ask you to log on or provide sen...   \n",
       "38  SCAM ALERT! Beware of a circulating text messa...   \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...   \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...   \n",
       "\n",
       "                           date  is-retweet  is-pinned  \\\n",
       "0    Dec 18, 2023 · 1:13 AM UTC           0          1   \n",
       "1    May 15, 2024 · 1:26 AM UTC           0          0   \n",
       "2   May 14, 2024 · 10:50 PM UTC           0          0   \n",
       "3     May 3, 2024 · 6:31 AM UTC           0          0   \n",
       "4    Apr 24, 2024 · 8:15 PM UTC           0          0   \n",
       "5    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "6    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "7     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "8     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "9     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "10   Mar 27, 2024 · 3:25 AM UTC           0          0   \n",
       "11   Mar 12, 2024 · 2:12 PM UTC           0          0   \n",
       "12  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "13  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "14  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "15    Mar 8, 2024 · 1:08 AM UTC           0          0   \n",
       "16  Feb 28, 2024 · 11:05 AM UTC           0          0   \n",
       "17  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "18  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "19  Feb 15, 2024 · 11:05 PM UTC           0          0   \n",
       "20  Feb 12, 2024 · 11:00 PM UTC           0          0   \n",
       "21  Feb 12, 2024 · 10:56 PM UTC           0          0   \n",
       "22  Feb 11, 2024 · 10:09 PM UTC           0          0   \n",
       "23    Feb 9, 2024 · 5:26 AM UTC           0          0   \n",
       "24    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "25    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "26    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "27    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "28   Jan 29, 2024 · 1:30 AM UTC           0          0   \n",
       "29   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "30   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "31   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "32  Jan 24, 2024 · 10:01 PM UTC           0          0   \n",
       "33   Jan 23, 2024 · 1:04 AM UTC           0          0   \n",
       "34   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "35   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "36   Jan 17, 2024 · 4:19 AM UTC           0          0   \n",
       "37  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "38  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "39   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "40   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "\n",
       "                               external-link  \\\n",
       "0                           No_External_Link   \n",
       "1                           No_External_Link   \n",
       "2   http://www.commbank.com.au/federalbudget   \n",
       "3                           No_External_Link   \n",
       "4                           No_External_Link   \n",
       "5                           No_External_Link   \n",
       "6                           No_External_Link   \n",
       "7                           No_External_Link   \n",
       "8                           No_External_Link   \n",
       "9                           No_External_Link   \n",
       "10                          No_External_Link   \n",
       "11                          No_External_Link   \n",
       "12                          No_External_Link   \n",
       "13                          No_External_Link   \n",
       "14                          No_External_Link   \n",
       "15                          No_External_Link   \n",
       "16                          No_External_Link   \n",
       "17                          No_External_Link   \n",
       "18                          No_External_Link   \n",
       "19                          No_External_Link   \n",
       "20                          No_External_Link   \n",
       "21                          No_External_Link   \n",
       "22                          No_External_Link   \n",
       "23                          No_External_Link   \n",
       "24                          No_External_Link   \n",
       "25                          No_External_Link   \n",
       "26                          No_External_Link   \n",
       "27                          No_External_Link   \n",
       "28                          No_External_Link   \n",
       "29                          No_External_Link   \n",
       "30                          No_External_Link   \n",
       "31                          No_External_Link   \n",
       "32                          No_External_Link   \n",
       "33                          No_External_Link   \n",
       "34                          No_External_Link   \n",
       "35                          No_External_Link   \n",
       "36                          No_External_Link   \n",
       "37                          No_External_Link   \n",
       "38                          No_External_Link   \n",
       "39                          No_External_Link   \n",
       "40                          No_External_Link   \n",
       "\n",
       "                                          quoted-post  \\\n",
       "0                                      No_Quoted_post   \n",
       "1                                      No_Quoted_post   \n",
       "2                                      No_Quoted_post   \n",
       "3                                      No_Quoted_post   \n",
       "4                                      No_Quoted_post   \n",
       "5                                      No_Quoted_post   \n",
       "6                                      No_Quoted_post   \n",
       "7                                      No_Quoted_post   \n",
       "8                                      No_Quoted_post   \n",
       "9                                      No_Quoted_post   \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12                                     No_Quoted_post   \n",
       "13                                     No_Quoted_post   \n",
       "14                                     No_Quoted_post   \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16                                     No_Quoted_post   \n",
       "17                                     No_Quoted_post   \n",
       "18                                     No_Quoted_post   \n",
       "19                                     No_Quoted_post   \n",
       "20                                     No_Quoted_post   \n",
       "21                                     No_Quoted_post   \n",
       "22                                     No_Quoted_post   \n",
       "23                                     No_Quoted_post   \n",
       "24                                     No_Quoted_post   \n",
       "25                                     No_Quoted_post   \n",
       "26                                     No_Quoted_post   \n",
       "27                                     No_Quoted_post   \n",
       "28                                     No_Quoted_post   \n",
       "29                                     No_Quoted_post   \n",
       "30                                     No_Quoted_post   \n",
       "31                                     No_Quoted_post   \n",
       "32                                     No_Quoted_post   \n",
       "33                                     No_Quoted_post   \n",
       "34                                     No_Quoted_post   \n",
       "35                                     No_Quoted_post   \n",
       "36                                     No_Quoted_post   \n",
       "37                                     No_Quoted_post   \n",
       "38                                     No_Quoted_post   \n",
       "39                                     No_Quoted_post   \n",
       "40                                     No_Quoted_post   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  polarity_scores  \\\n",
       "0                                           No_Videos           0.0000   \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...           0.0000   \n",
       "2                                           No_Videos           0.0000   \n",
       "3                                           No_Videos           0.3802   \n",
       "4                                           No_Videos          -0.2263   \n",
       "5                                           No_Videos           0.4256   \n",
       "6                                           No_Videos           0.1779   \n",
       "7                                           No_Videos           0.2263   \n",
       "8                                           No_Videos           0.7579   \n",
       "9                                           No_Videos           0.9201   \n",
       "10                                          No_Videos           0.7841   \n",
       "11                                          No_Videos           0.4215   \n",
       "12                                          No_Videos           0.0000   \n",
       "13                                          No_Videos           0.3818   \n",
       "14                                          No_Videos          -0.4215   \n",
       "15                                          No_Videos           0.8122   \n",
       "16                                          No_Videos           0.7351   \n",
       "17                                          No_Videos           0.4522   \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...           0.9246   \n",
       "19                                          No_Videos           0.4926   \n",
       "20                                          No_Videos           0.8689   \n",
       "21                                          No_Videos          -0.5096   \n",
       "22                                          No_Videos           0.4404   \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...           0.0000   \n",
       "24                                          No_Videos          -0.8225   \n",
       "25                                          No_Videos           0.4753   \n",
       "26                                          No_Videos           0.8689   \n",
       "27                                          No_Videos           0.7906   \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...           0.2263   \n",
       "29                                          No_Videos          -0.3612   \n",
       "30                                          No_Videos           0.4588   \n",
       "31                                          No_Videos           0.0935   \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...           0.0387   \n",
       "33                                          No_Videos          -0.7830   \n",
       "34                                          No_Videos           0.6597   \n",
       "35                                          No_Videos           0.4939   \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...           0.0000   \n",
       "37                                          No_Videos          -0.8225   \n",
       "38                                          No_Videos          -0.5707   \n",
       "39                                          No_Videos          -0.8225   \n",
       "40                                          No_Videos           0.8402   \n",
       "\n",
       "   sentiment               hashtags       comments         retweets  \\\n",
       "0    neutral                     []  comments': 70    'retweets': 1   \n",
       "1    neutral        ['#Budget2024']   comments': 7    'retweets': 0   \n",
       "2    neutral        ['#Budget2024']   comments': 2    'retweets': 1   \n",
       "3   positive                     []  comments': 16    'retweets': 4   \n",
       "4   negative                     []   comments': 5    'retweets': 8   \n",
       "5   positive                     []   comments': 5    'retweets': 2   \n",
       "6   positive                     []  comments': 21    'retweets': 7   \n",
       "7   positive                     []   comments': 2    'retweets': 1   \n",
       "8   positive                     []   comments': 1    'retweets': 2   \n",
       "9   positive                     []  comments': 10    'retweets': 4   \n",
       "10  positive                     []   comments': 8    'retweets': 0   \n",
       "11  positive                     []  comments': 57    'retweets': 2   \n",
       "12   neutral                     []  comments': 16    'retweets': 2   \n",
       "13  positive                     []  comments': 13    'retweets': 0   \n",
       "14  negative                     []  comments': 79    'retweets': 9   \n",
       "15  positive           ['#IWD2024']  comments': 25    'retweets': 0   \n",
       "16  positive                     []  comments': 29    'retweets': 1   \n",
       "17  positive                     []   comments': 1    'retweets': 0   \n",
       "18  positive                     []   comments': 6    'retweets': 0   \n",
       "19  positive                     []  comments': 26    'retweets': 1   \n",
       "20  positive                     []   comments': 6    'retweets': 0   \n",
       "21  negative                     []  comments': 14    'retweets': 1   \n",
       "22  positive     ['#ValentinesDay']  comments': 14    'retweets': 2   \n",
       "23   neutral                     []   comments': 7    'retweets': 0   \n",
       "24  negative                     []   comments': 1    'retweets': 0   \n",
       "25  positive  ['#SaferInternetDay']   comments': 9    'retweets': 2   \n",
       "26  positive                     []   comments': 3    'retweets': 0   \n",
       "27  positive                     []   comments': 4    'retweets': 2   \n",
       "28  positive                     []   comments': 5   'retweets': 10   \n",
       "29  negative                     []   comments': 1    'retweets': 0   \n",
       "30  positive                     []   comments': 2    'retweets': 0   \n",
       "31  positive                     []   comments': 4    'retweets': 0   \n",
       "32  positive                     []   comments': 6    'retweets': 1   \n",
       "33  negative                     []   comments': 1    'retweets': 0   \n",
       "34  positive                     []   comments': 1    'retweets': 0   \n",
       "35  positive                     []   comments': 8    'retweets': 1   \n",
       "36   neutral                     []   comments': 7    'retweets': 0   \n",
       "37  negative                     []   comments': 5    'retweets': 3   \n",
       "38  negative                     []  comments': 13   'retweets': 18   \n",
       "39  negative                     []   comments': 3    'retweets': 0   \n",
       "40  positive                     []   comments': 2    'retweets': 0   \n",
       "\n",
       "           quotes         likes  \n",
       "0     'quotes': 0   'likes': 10  \n",
       "1     'quotes': 2    'likes': 7  \n",
       "2     'quotes': 0    'likes': 6  \n",
       "3     'quotes': 1   'likes': 17  \n",
       "4     'quotes': 0   'likes': 50  \n",
       "5     'quotes': 0   'likes': 14  \n",
       "6     'quotes': 5   'likes': 39  \n",
       "7     'quotes': 0    'likes': 3  \n",
       "8     'quotes': 1    'likes': 7  \n",
       "9     'quotes': 1   'likes': 18  \n",
       "10    'quotes': 1    'likes': 7  \n",
       "11    'quotes': 3   'likes': 32  \n",
       "12    'quotes': 0   'likes': 11  \n",
       "13    'quotes': 0   'likes': 12  \n",
       "14   'quotes': 12   'likes': 52  \n",
       "15    'quotes': 1    'likes': 3  \n",
       "16    'quotes': 0   'likes': 13  \n",
       "17    'quotes': 0    'likes': 0  \n",
       "18    'quotes': 0    'likes': 2  \n",
       "19    'quotes': 0    'likes': 5  \n",
       "20    'quotes': 0    'likes': 0  \n",
       "21    'quotes': 0    'likes': 5  \n",
       "22    'quotes': 2    'likes': 4  \n",
       "23    'quotes': 0    'likes': 2  \n",
       "24    'quotes': 0    'likes': 1  \n",
       "25    'quotes': 0   'likes': 13  \n",
       "26    'quotes': 0    'likes': 3  \n",
       "27    'quotes': 0   'likes': 13  \n",
       "28    'quotes': 5   'likes': 57  \n",
       "29    'quotes': 0    'likes': 1  \n",
       "30    'quotes': 0    'likes': 1  \n",
       "31    'quotes': 0    'likes': 3  \n",
       "32    'quotes': 0    'likes': 4  \n",
       "33    'quotes': 0    'likes': 2  \n",
       "34    'quotes': 0    'likes': 0  \n",
       "35    'quotes': 0    'likes': 2  \n",
       "36    'quotes': 0    'likes': 3  \n",
       "37    'quotes': 0   'likes': 15  \n",
       "38    'quotes': 1   'likes': 38  \n",
       "39    'quotes': 0    'likes': 2  \n",
       "40    'quotes': 0    'likes': 1  "
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = df.drop('stats',axis=1)\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "74e126c1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 41 entries, 0 to 40\n",
      "Data columns (total 17 columns):\n",
      " #   Column           Non-Null Count  Dtype  \n",
      "---  ------           --------------  -----  \n",
      " 0   link             41 non-null     object \n",
      " 1   text             41 non-null     object \n",
      " 2   date             41 non-null     object \n",
      " 3   is-retweet       41 non-null     int64  \n",
      " 4   is-pinned        41 non-null     int64  \n",
      " 5   external-link    41 non-null     object \n",
      " 6   quoted-post      41 non-null     object \n",
      " 7   stats            41 non-null     object \n",
      " 8   pictures         41 non-null     object \n",
      " 9   videos           41 non-null     object \n",
      " 10  polarity_scores  41 non-null     float64\n",
      " 11  sentiment        41 non-null     object \n",
      " 12  hashtags         41 non-null     object \n",
      " 13  comments         41 non-null     object \n",
      " 14  retweets         41 non-null     object \n",
      " 15  quotes           41 non-null     object \n",
      " 16  likes            41 non-null     object \n",
      "dtypes: float64(1), int64(2), object(14)\n",
      "memory usage: 6.8+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "459dad59",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['tweet_id']= df.index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "87c28ec8",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>link</th>\n",
       "      <th>text</th>\n",
       "      <th>date</th>\n",
       "      <th>is-retweet</th>\n",
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       "      <th>likes</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "      <td>Dec 18, 2023 · 1:13 AM UTC</td>\n",
       "      <td>0</td>\n",
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       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
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       "      <td>comments': 70</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 10</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 15, 2024 · 1:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 7</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "      <td>May 14, 2024 · 10:50 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>http://www.commbank.com.au/federalbudget</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>['#Budget2024']</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 6</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "      <td>May 3, 2024 · 6:31 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 17</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "      <td>Apr 24, 2024 · 8:15 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 8</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 50</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4256</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 14</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "      <td>Apr 6, 2024 · 10:46 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.1779</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 21</td>\n",
       "      <td>'retweets': 7</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 39</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7579</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "      <td>Apr 3, 2024 · 5:18 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 10</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 18</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "      <td>Mar 27, 2024 · 3:25 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "      <td>Mar 12, 2024 · 2:12 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 57</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 3</td>\n",
       "      <td>'likes': 32</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 11</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 12</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "      <td>Mar 12, 2024 · 12:21 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 79</td>\n",
       "      <td>'retweets': 9</td>\n",
       "      <td>'quotes': 12</td>\n",
       "      <td>'likes': 52</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "      <td>Mar 8, 2024 · 1:08 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "      <td>comments': 25</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "      <td>Feb 28, 2024 · 11:05 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 29</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "      <td>Feb 27, 2024 · 10:34 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "      <td>Feb 15, 2024 · 11:05 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 26</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 12, 2024 · 11:00 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "      <td>Feb 12, 2024 · 10:56 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "      <td>Feb 11, 2024 · 10:09 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 4</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "      <td>Feb 9, 2024 · 5:26 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "      <td>Feb 6, 2024 · 4:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "      <td>comments': 9</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "      <td>Feb 5, 2024 · 5:59 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "      <td>Jan 29, 2024 · 1:30 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 10</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 57</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "      <td>Jan 25, 2024 · 9:10 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "      <td>Jan 24, 2024 · 10:01 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 4</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "      <td>Jan 23, 2024 · 1:04 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "      <td>Jan 21, 2024 · 9:55 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "      <td>Jan 17, 2024 · 4:19 AM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 3</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 15</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "      <td>Jan 14, 2024 · 11:02 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 18</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 38</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "      <td>Jan 8, 2024 · 10:14 PM UTC</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "      <td>[]</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 link  \\\n",
       "0   https://twitter.com/CommBank/status/1736555274...   \n",
       "1   https://twitter.com/CommBank/status/1790554281...   \n",
       "2   https://twitter.com/CommBank/status/1790514933...   \n",
       "3   https://twitter.com/CommBank/status/1786282509...   \n",
       "4   https://twitter.com/CommBank/status/1783228336...   \n",
       "5   https://twitter.com/CommBank/status/1776743288...   \n",
       "6   https://twitter.com/CommBank/status/1776743287...   \n",
       "7   https://twitter.com/CommBank/status/1775392501...   \n",
       "8   https://twitter.com/CommBank/status/1775392499...   \n",
       "9   https://twitter.com/CommBank/status/1775392496...   \n",
       "10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \\\n",
       "0   When shopping online, do you look for discount...   \n",
       "1   We’ve read the Federal #Budget2024 so you don’...   \n",
       "2   We’ve read the Federal #Budget2024 so you don’...   \n",
       "3   Heads Up! We’re running scheduled maintenance ...   \n",
       "4   At the going down of the sun and in the mornin...   \n",
       "5      Just a little ‘light’ humour to start the day.   \n",
       "6   Petition to call it daylight spending when we ...   \n",
       "7   Find the full list of recipients plus informat...   \n",
       "8   We know that grassroots sport is the cornersto...   \n",
       "9   Say hello to the first recipients of the Growi...   \n",
       "10  We're so excited for this upcoming summer of c...   \n",
       "11  UPDATE 01:10AM - Services are being restored. ...   \n",
       "12  3/3: We'll post updates as they come right her...   \n",
       "13  2/3: In the meantime, debit and credit cards a...   \n",
       "14  1/3: We're aware some customers are having dif...   \n",
       "15  Supporting the next generation of cricketing s...   \n",
       "16  We’re on our way ✈ Thank you for continuing to...   \n",
       "17  Find out more about our support of cricket fro...   \n",
       "18  Join Amber and Avni as they spend the day as C...   \n",
       "19  Heads up! We’re running scheduled maintenance ...   \n",
       "20  CommBank Yello is our customer recognition pro...   \n",
       "21  Roses are red, violets are blue, We’re not gre...   \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...   \n",
       "23  PSA to Ash Gardener, you should check out Spen...   \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...   \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...   \n",
       "26  CommBank Yello is our customer recognition pro...   \n",
       "27  If the notification doesn’t look like this, I ...   \n",
       "28  Buckle up as we go six straight questions with...   \n",
       "29  For emergency help in storms, call the @QldFES...   \n",
       "30  We understand everyone will have different nee...   \n",
       "31  We have activated our Emergency Assistance to ...   \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...   \n",
       "33  If you or someone you know is experiencing fin...   \n",
       "34  Fine-tune your everyday spending habits to rea...   \n",
       "35  It’s go-time on those 2024 financial resolutio...   \n",
       "36  New year, new economy? We caught up with Senio...   \n",
       "37  We will never ask you to log on or provide sen...   \n",
       "38  SCAM ALERT! Beware of a circulating text messa...   \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...   \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...   \n",
       "\n",
       "                           date  is-retweet  is-pinned  \\\n",
       "0    Dec 18, 2023 · 1:13 AM UTC           0          1   \n",
       "1    May 15, 2024 · 1:26 AM UTC           0          0   \n",
       "2   May 14, 2024 · 10:50 PM UTC           0          0   \n",
       "3     May 3, 2024 · 6:31 AM UTC           0          0   \n",
       "4    Apr 24, 2024 · 8:15 PM UTC           0          0   \n",
       "5    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "6    Apr 6, 2024 · 10:46 PM UTC           0          0   \n",
       "7     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "8     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "9     Apr 3, 2024 · 5:18 AM UTC           0          0   \n",
       "10   Mar 27, 2024 · 3:25 AM UTC           0          0   \n",
       "11   Mar 12, 2024 · 2:12 PM UTC           0          0   \n",
       "12  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "13  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "14  Mar 12, 2024 · 12:21 PM UTC           0          0   \n",
       "15    Mar 8, 2024 · 1:08 AM UTC           0          0   \n",
       "16  Feb 28, 2024 · 11:05 AM UTC           0          0   \n",
       "17  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "18  Feb 27, 2024 · 10:34 PM UTC           0          0   \n",
       "19  Feb 15, 2024 · 11:05 PM UTC           0          0   \n",
       "20  Feb 12, 2024 · 11:00 PM UTC           0          0   \n",
       "21  Feb 12, 2024 · 10:56 PM UTC           0          0   \n",
       "22  Feb 11, 2024 · 10:09 PM UTC           0          0   \n",
       "23    Feb 9, 2024 · 5:26 AM UTC           0          0   \n",
       "24    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "25    Feb 6, 2024 · 4:30 AM UTC           0          0   \n",
       "26    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "27    Feb 5, 2024 · 5:59 AM UTC           0          0   \n",
       "28   Jan 29, 2024 · 1:30 AM UTC           0          0   \n",
       "29   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "30   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "31   Jan 25, 2024 · 9:10 PM UTC           0          0   \n",
       "32  Jan 24, 2024 · 10:01 PM UTC           0          0   \n",
       "33   Jan 23, 2024 · 1:04 AM UTC           0          0   \n",
       "34   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "35   Jan 21, 2024 · 9:55 PM UTC           0          0   \n",
       "36   Jan 17, 2024 · 4:19 AM UTC           0          0   \n",
       "37  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "38  Jan 14, 2024 · 11:02 PM UTC           0          0   \n",
       "39   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "40   Jan 8, 2024 · 10:14 PM UTC           0          0   \n",
       "\n",
       "                               external-link  \\\n",
       "0                           No_External_Link   \n",
       "1                           No_External_Link   \n",
       "2   http://www.commbank.com.au/federalbudget   \n",
       "3                           No_External_Link   \n",
       "4                           No_External_Link   \n",
       "5                           No_External_Link   \n",
       "6                           No_External_Link   \n",
       "7                           No_External_Link   \n",
       "8                           No_External_Link   \n",
       "9                           No_External_Link   \n",
       "10                          No_External_Link   \n",
       "11                          No_External_Link   \n",
       "12                          No_External_Link   \n",
       "13                          No_External_Link   \n",
       "14                          No_External_Link   \n",
       "15                          No_External_Link   \n",
       "16                          No_External_Link   \n",
       "17                          No_External_Link   \n",
       "18                          No_External_Link   \n",
       "19                          No_External_Link   \n",
       "20                          No_External_Link   \n",
       "21                          No_External_Link   \n",
       "22                          No_External_Link   \n",
       "23                          No_External_Link   \n",
       "24                          No_External_Link   \n",
       "25                          No_External_Link   \n",
       "26                          No_External_Link   \n",
       "27                          No_External_Link   \n",
       "28                          No_External_Link   \n",
       "29                          No_External_Link   \n",
       "30                          No_External_Link   \n",
       "31                          No_External_Link   \n",
       "32                          No_External_Link   \n",
       "33                          No_External_Link   \n",
       "34                          No_External_Link   \n",
       "35                          No_External_Link   \n",
       "36                          No_External_Link   \n",
       "37                          No_External_Link   \n",
       "38                          No_External_Link   \n",
       "39                          No_External_Link   \n",
       "40                          No_External_Link   \n",
       "\n",
       "                                          quoted-post  \\\n",
       "0                                      No_Quoted_post   \n",
       "1                                      No_Quoted_post   \n",
       "2                                      No_Quoted_post   \n",
       "3                                      No_Quoted_post   \n",
       "4                                      No_Quoted_post   \n",
       "5                                      No_Quoted_post   \n",
       "6                                      No_Quoted_post   \n",
       "7                                      No_Quoted_post   \n",
       "8                                      No_Quoted_post   \n",
       "9                                      No_Quoted_post   \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12                                     No_Quoted_post   \n",
       "13                                     No_Quoted_post   \n",
       "14                                     No_Quoted_post   \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16                                     No_Quoted_post   \n",
       "17                                     No_Quoted_post   \n",
       "18                                     No_Quoted_post   \n",
       "19                                     No_Quoted_post   \n",
       "20                                     No_Quoted_post   \n",
       "21                                     No_Quoted_post   \n",
       "22                                     No_Quoted_post   \n",
       "23                                     No_Quoted_post   \n",
       "24                                     No_Quoted_post   \n",
       "25                                     No_Quoted_post   \n",
       "26                                     No_Quoted_post   \n",
       "27                                     No_Quoted_post   \n",
       "28                                     No_Quoted_post   \n",
       "29                                     No_Quoted_post   \n",
       "30                                     No_Quoted_post   \n",
       "31                                     No_Quoted_post   \n",
       "32                                     No_Quoted_post   \n",
       "33                                     No_Quoted_post   \n",
       "34                                     No_Quoted_post   \n",
       "35                                     No_Quoted_post   \n",
       "36                                     No_Quoted_post   \n",
       "37                                     No_Quoted_post   \n",
       "38                                     No_Quoted_post   \n",
       "39                                     No_Quoted_post   \n",
       "40                                     No_Quoted_post   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  polarity_scores  \\\n",
       "0                                           No_Videos           0.0000   \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...           0.0000   \n",
       "2                                           No_Videos           0.0000   \n",
       "3                                           No_Videos           0.3802   \n",
       "4                                           No_Videos          -0.2263   \n",
       "5                                           No_Videos           0.4256   \n",
       "6                                           No_Videos           0.1779   \n",
       "7                                           No_Videos           0.2263   \n",
       "8                                           No_Videos           0.7579   \n",
       "9                                           No_Videos           0.9201   \n",
       "10                                          No_Videos           0.7841   \n",
       "11                                          No_Videos           0.4215   \n",
       "12                                          No_Videos           0.0000   \n",
       "13                                          No_Videos           0.3818   \n",
       "14                                          No_Videos          -0.4215   \n",
       "15                                          No_Videos           0.8122   \n",
       "16                                          No_Videos           0.7351   \n",
       "17                                          No_Videos           0.4522   \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...           0.9246   \n",
       "19                                          No_Videos           0.4926   \n",
       "20                                          No_Videos           0.8689   \n",
       "21                                          No_Videos          -0.5096   \n",
       "22                                          No_Videos           0.4404   \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...           0.0000   \n",
       "24                                          No_Videos          -0.8225   \n",
       "25                                          No_Videos           0.4753   \n",
       "26                                          No_Videos           0.8689   \n",
       "27                                          No_Videos           0.7906   \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...           0.2263   \n",
       "29                                          No_Videos          -0.3612   \n",
       "30                                          No_Videos           0.4588   \n",
       "31                                          No_Videos           0.0935   \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...           0.0387   \n",
       "33                                          No_Videos          -0.7830   \n",
       "34                                          No_Videos           0.6597   \n",
       "35                                          No_Videos           0.4939   \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...           0.0000   \n",
       "37                                          No_Videos          -0.8225   \n",
       "38                                          No_Videos          -0.5707   \n",
       "39                                          No_Videos          -0.8225   \n",
       "40                                          No_Videos           0.8402   \n",
       "\n",
       "   sentiment               hashtags       comments         retweets  \\\n",
       "0    neutral                     []  comments': 70    'retweets': 1   \n",
       "1    neutral        ['#Budget2024']   comments': 7    'retweets': 0   \n",
       "2    neutral        ['#Budget2024']   comments': 2    'retweets': 1   \n",
       "3   positive                     []  comments': 16    'retweets': 4   \n",
       "4   negative                     []   comments': 5    'retweets': 8   \n",
       "5   positive                     []   comments': 5    'retweets': 2   \n",
       "6   positive                     []  comments': 21    'retweets': 7   \n",
       "7   positive                     []   comments': 2    'retweets': 1   \n",
       "8   positive                     []   comments': 1    'retweets': 2   \n",
       "9   positive                     []  comments': 10    'retweets': 4   \n",
       "10  positive                     []   comments': 8    'retweets': 0   \n",
       "11  positive                     []  comments': 57    'retweets': 2   \n",
       "12   neutral                     []  comments': 16    'retweets': 2   \n",
       "13  positive                     []  comments': 13    'retweets': 0   \n",
       "14  negative                     []  comments': 79    'retweets': 9   \n",
       "15  positive           ['#IWD2024']  comments': 25    'retweets': 0   \n",
       "16  positive                     []  comments': 29    'retweets': 1   \n",
       "17  positive                     []   comments': 1    'retweets': 0   \n",
       "18  positive                     []   comments': 6    'retweets': 0   \n",
       "19  positive                     []  comments': 26    'retweets': 1   \n",
       "20  positive                     []   comments': 6    'retweets': 0   \n",
       "21  negative                     []  comments': 14    'retweets': 1   \n",
       "22  positive     ['#ValentinesDay']  comments': 14    'retweets': 2   \n",
       "23   neutral                     []   comments': 7    'retweets': 0   \n",
       "24  negative                     []   comments': 1    'retweets': 0   \n",
       "25  positive  ['#SaferInternetDay']   comments': 9    'retweets': 2   \n",
       "26  positive                     []   comments': 3    'retweets': 0   \n",
       "27  positive                     []   comments': 4    'retweets': 2   \n",
       "28  positive                     []   comments': 5   'retweets': 10   \n",
       "29  negative                     []   comments': 1    'retweets': 0   \n",
       "30  positive                     []   comments': 2    'retweets': 0   \n",
       "31  positive                     []   comments': 4    'retweets': 0   \n",
       "32  positive                     []   comments': 6    'retweets': 1   \n",
       "33  negative                     []   comments': 1    'retweets': 0   \n",
       "34  positive                     []   comments': 1    'retweets': 0   \n",
       "35  positive                     []   comments': 8    'retweets': 1   \n",
       "36   neutral                     []   comments': 7    'retweets': 0   \n",
       "37  negative                     []   comments': 5    'retweets': 3   \n",
       "38  negative                     []  comments': 13   'retweets': 18   \n",
       "39  negative                     []   comments': 3    'retweets': 0   \n",
       "40  positive                     []   comments': 2    'retweets': 0   \n",
       "\n",
       "           quotes         likes  tweet_id  \n",
       "0     'quotes': 0   'likes': 10         0  \n",
       "1     'quotes': 2    'likes': 7         1  \n",
       "2     'quotes': 0    'likes': 6         2  \n",
       "3     'quotes': 1   'likes': 17         3  \n",
       "4     'quotes': 0   'likes': 50         4  \n",
       "5     'quotes': 0   'likes': 14         5  \n",
       "6     'quotes': 5   'likes': 39         6  \n",
       "7     'quotes': 0    'likes': 3         7  \n",
       "8     'quotes': 1    'likes': 7         8  \n",
       "9     'quotes': 1   'likes': 18         9  \n",
       "10    'quotes': 1    'likes': 7        10  \n",
       "11    'quotes': 3   'likes': 32        11  \n",
       "12    'quotes': 0   'likes': 11        12  \n",
       "13    'quotes': 0   'likes': 12        13  \n",
       "14   'quotes': 12   'likes': 52        14  \n",
       "15    'quotes': 1    'likes': 3        15  \n",
       "16    'quotes': 0   'likes': 13        16  \n",
       "17    'quotes': 0    'likes': 0        17  \n",
       "18    'quotes': 0    'likes': 2        18  \n",
       "19    'quotes': 0    'likes': 5        19  \n",
       "20    'quotes': 0    'likes': 0        20  \n",
       "21    'quotes': 0    'likes': 5        21  \n",
       "22    'quotes': 2    'likes': 4        22  \n",
       "23    'quotes': 0    'likes': 2        23  \n",
       "24    'quotes': 0    'likes': 1        24  \n",
       "25    'quotes': 0   'likes': 13        25  \n",
       "26    'quotes': 0    'likes': 3        26  \n",
       "27    'quotes': 0   'likes': 13        27  \n",
       "28    'quotes': 5   'likes': 57        28  \n",
       "29    'quotes': 0    'likes': 1        29  \n",
       "30    'quotes': 0    'likes': 1        30  \n",
       "31    'quotes': 0    'likes': 3        31  \n",
       "32    'quotes': 0    'likes': 4        32  \n",
       "33    'quotes': 0    'likes': 2        33  \n",
       "34    'quotes': 0    'likes': 0        34  \n",
       "35    'quotes': 0    'likes': 2        35  \n",
       "36    'quotes': 0    'likes': 3        36  \n",
       "37    'quotes': 0   'likes': 15        37  \n",
       "38    'quotes': 1   'likes': 38        38  \n",
       "39    'quotes': 0    'likes': 2        39  \n",
       "40    'quotes': 0    'likes': 1        40  "
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "0fa5e44b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
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       "    .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>tweet_id</th>\n",
       "      <th>link</th>\n",
       "      <th>text</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>https://twitter.com/CommBank/status/1736555274...</td>\n",
       "      <td>When shopping online, do you look for discount...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>https://twitter.com/CommBank/status/1790554281...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>https://twitter.com/CommBank/status/1790514933...</td>\n",
       "      <td>We’ve read the Federal #Budget2024 so you don’...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>https://twitter.com/CommBank/status/1786282509...</td>\n",
       "      <td>Heads Up! We’re running scheduled maintenance ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>https://twitter.com/CommBank/status/1783228336...</td>\n",
       "      <td>At the going down of the sun and in the mornin...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>https://twitter.com/CommBank/status/1776743288...</td>\n",
       "      <td>Just a little ‘light’ humour to start the day.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>https://twitter.com/CommBank/status/1776743287...</td>\n",
       "      <td>Petition to call it daylight spending when we ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>https://twitter.com/CommBank/status/1775392501...</td>\n",
       "      <td>Find the full list of recipients plus informat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>https://twitter.com/CommBank/status/1775392499...</td>\n",
       "      <td>We know that grassroots sport is the cornersto...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>https://twitter.com/CommBank/status/1775392496...</td>\n",
       "      <td>Say hello to the first recipients of the Growi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>https://twitter.com/CommBank/status/1772827195...</td>\n",
       "      <td>We're so excited for this upcoming summer of c...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>https://twitter.com/CommBank/status/1767554200...</td>\n",
       "      <td>UPDATE 01:10AM - Services are being restored. ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>https://twitter.com/CommBank/status/1767526306...</td>\n",
       "      <td>3/3: We'll post updates as they come right her...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>https://twitter.com/CommBank/status/1767526303...</td>\n",
       "      <td>2/3: In the meantime, debit and credit cards a...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>https://twitter.com/CommBank/status/1767526301...</td>\n",
       "      <td>1/3: We're aware some customers are having dif...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>https://twitter.com/CommBank/status/1765907443...</td>\n",
       "      <td>Supporting the next generation of cricketing s...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>https://twitter.com/CommBank/status/1762796105...</td>\n",
       "      <td>We’re on our way ✈ Thank you for continuing to...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>https://twitter.com/CommBank/status/1762607287...</td>\n",
       "      <td>Find out more about our support of cricket fro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>https://twitter.com/CommBank/status/1762607285...</td>\n",
       "      <td>Join Amber and Avni as they spend the day as C...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>https://twitter.com/CommBank/status/1758266309...</td>\n",
       "      <td>Heads up! We’re running scheduled maintenance ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>https://twitter.com/CommBank/status/1757177907...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>https://twitter.com/CommBank/status/1757176829...</td>\n",
       "      <td>Roses are red, violets are blue, We’re not gre...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>https://twitter.com/CommBank/status/1756802550...</td>\n",
       "      <td>Avoid an empty wallet and broken heart 💔 this ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>https://twitter.com/CommBank/status/1755825466...</td>\n",
       "      <td>PSA to Ash Gardener, you should check out Spen...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>https://twitter.com/CommBank/status/1754724163...</td>\n",
       "      <td>Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>https://twitter.com/CommBank/status/1754724161...</td>\n",
       "      <td>SCAM ALERT! Beware of out-of-the-blue messages...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>https://twitter.com/CommBank/status/1754384200...</td>\n",
       "      <td>CommBank Yello is our customer recognition pro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>https://twitter.com/CommBank/status/1754384196...</td>\n",
       "      <td>If the notification doesn’t look like this, I ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>https://twitter.com/CommBank/status/1751779934...</td>\n",
       "      <td>Buckle up as we go six straight questions with...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>https://twitter.com/CommBank/status/1750627326...</td>\n",
       "      <td>For emergency help in storms, call the @QldFES...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>https://twitter.com/CommBank/status/1750627324...</td>\n",
       "      <td>We understand everyone will have different nee...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>https://twitter.com/CommBank/status/1750627322...</td>\n",
       "      <td>We have activated our Emergency Assistance to ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>https://twitter.com/CommBank/status/1750277717...</td>\n",
       "      <td>🤓 You may have heard terms like ‘deflation’ an...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>https://twitter.com/CommBank/status/1749598904...</td>\n",
       "      <td>If you or someone you know is experiencing fin...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>https://twitter.com/CommBank/status/1749188936...</td>\n",
       "      <td>Fine-tune your everyday spending habits to rea...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>https://twitter.com/CommBank/status/1749188934...</td>\n",
       "      <td>It’s go-time on those 2024 financial resolutio...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>https://twitter.com/CommBank/status/1747473792...</td>\n",
       "      <td>New year, new economy? We caught up with Senio...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>https://twitter.com/CommBank/status/1746669237...</td>\n",
       "      <td>We will never ask you to log on or provide sen...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>https://twitter.com/CommBank/status/1746669235...</td>\n",
       "      <td>SCAM ALERT! Beware of a circulating text messa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>https://twitter.com/CommBank/status/1744482830...</td>\n",
       "      <td>Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>https://twitter.com/CommBank/status/1744482775...</td>\n",
       "      <td>2024 Cyber Safety outs:  ❌ Clicking links or o...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    tweet_id                                               link  \\\n",
       "0          0  https://twitter.com/CommBank/status/1736555274...   \n",
       "1          1  https://twitter.com/CommBank/status/1790554281...   \n",
       "2          2  https://twitter.com/CommBank/status/1790514933...   \n",
       "3          3  https://twitter.com/CommBank/status/1786282509...   \n",
       "4          4  https://twitter.com/CommBank/status/1783228336...   \n",
       "5          5  https://twitter.com/CommBank/status/1776743288...   \n",
       "6          6  https://twitter.com/CommBank/status/1776743287...   \n",
       "7          7  https://twitter.com/CommBank/status/1775392501...   \n",
       "8          8  https://twitter.com/CommBank/status/1775392499...   \n",
       "9          9  https://twitter.com/CommBank/status/1775392496...   \n",
       "10        10  https://twitter.com/CommBank/status/1772827195...   \n",
       "11        11  https://twitter.com/CommBank/status/1767554200...   \n",
       "12        12  https://twitter.com/CommBank/status/1767526306...   \n",
       "13        13  https://twitter.com/CommBank/status/1767526303...   \n",
       "14        14  https://twitter.com/CommBank/status/1767526301...   \n",
       "15        15  https://twitter.com/CommBank/status/1765907443...   \n",
       "16        16  https://twitter.com/CommBank/status/1762796105...   \n",
       "17        17  https://twitter.com/CommBank/status/1762607287...   \n",
       "18        18  https://twitter.com/CommBank/status/1762607285...   \n",
       "19        19  https://twitter.com/CommBank/status/1758266309...   \n",
       "20        20  https://twitter.com/CommBank/status/1757177907...   \n",
       "21        21  https://twitter.com/CommBank/status/1757176829...   \n",
       "22        22  https://twitter.com/CommBank/status/1756802550...   \n",
       "23        23  https://twitter.com/CommBank/status/1755825466...   \n",
       "24        24  https://twitter.com/CommBank/status/1754724163...   \n",
       "25        25  https://twitter.com/CommBank/status/1754724161...   \n",
       "26        26  https://twitter.com/CommBank/status/1754384200...   \n",
       "27        27  https://twitter.com/CommBank/status/1754384196...   \n",
       "28        28  https://twitter.com/CommBank/status/1751779934...   \n",
       "29        29  https://twitter.com/CommBank/status/1750627326...   \n",
       "30        30  https://twitter.com/CommBank/status/1750627324...   \n",
       "31        31  https://twitter.com/CommBank/status/1750627322...   \n",
       "32        32  https://twitter.com/CommBank/status/1750277717...   \n",
       "33        33  https://twitter.com/CommBank/status/1749598904...   \n",
       "34        34  https://twitter.com/CommBank/status/1749188936...   \n",
       "35        35  https://twitter.com/CommBank/status/1749188934...   \n",
       "36        36  https://twitter.com/CommBank/status/1747473792...   \n",
       "37        37  https://twitter.com/CommBank/status/1746669237...   \n",
       "38        38  https://twitter.com/CommBank/status/1746669235...   \n",
       "39        39  https://twitter.com/CommBank/status/1744482830...   \n",
       "40        40  https://twitter.com/CommBank/status/1744482775...   \n",
       "\n",
       "                                                 text  \n",
       "0   When shopping online, do you look for discount...  \n",
       "1   We’ve read the Federal #Budget2024 so you don’...  \n",
       "2   We’ve read the Federal #Budget2024 so you don’...  \n",
       "3   Heads Up! We’re running scheduled maintenance ...  \n",
       "4   At the going down of the sun and in the mornin...  \n",
       "5      Just a little ‘light’ humour to start the day.  \n",
       "6   Petition to call it daylight spending when we ...  \n",
       "7   Find the full list of recipients plus informat...  \n",
       "8   We know that grassroots sport is the cornersto...  \n",
       "9   Say hello to the first recipients of the Growi...  \n",
       "10  We're so excited for this upcoming summer of c...  \n",
       "11  UPDATE 01:10AM - Services are being restored. ...  \n",
       "12  3/3: We'll post updates as they come right her...  \n",
       "13  2/3: In the meantime, debit and credit cards a...  \n",
       "14  1/3: We're aware some customers are having dif...  \n",
       "15  Supporting the next generation of cricketing s...  \n",
       "16  We’re on our way ✈ Thank you for continuing to...  \n",
       "17  Find out more about our support of cricket fro...  \n",
       "18  Join Amber and Avni as they spend the day as C...  \n",
       "19  Heads up! We’re running scheduled maintenance ...  \n",
       "20  CommBank Yello is our customer recognition pro...  \n",
       "21  Roses are red, violets are blue, We’re not gre...  \n",
       "22  Avoid an empty wallet and broken heart 💔 this ...  \n",
       "23  PSA to Ash Gardener, you should check out Spen...  \n",
       "24  Remember to Stop 🛑, Check 🔎 and Reject ❌ calls...  \n",
       "25  SCAM ALERT! Beware of out-of-the-blue messages...  \n",
       "26  CommBank Yello is our customer recognition pro...  \n",
       "27  If the notification doesn’t look like this, I ...  \n",
       "28  Buckle up as we go six straight questions with...  \n",
       "29  For emergency help in storms, call the @QldFES...  \n",
       "30  We understand everyone will have different nee...  \n",
       "31  We have activated our Emergency Assistance to ...  \n",
       "32  🤓 You may have heard terms like ‘deflation’ an...  \n",
       "33  If you or someone you know is experiencing fin...  \n",
       "34  Fine-tune your everyday spending habits to rea...  \n",
       "35  It’s go-time on those 2024 financial resolutio...  \n",
       "36  New year, new economy? We caught up with Senio...  \n",
       "37  We will never ask you to log on or provide sen...  \n",
       "38  SCAM ALERT! Beware of a circulating text messa...  \n",
       "39  Remember, always Stop 🛑, Check 🔎 and Reject ❌ ...  \n",
       "40  2024 Cyber Safety outs:  ❌ Clicking links or o...  "
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tweet_table = df[['tweet_id', 'link', 'text']]\n",
    "Tweet_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "82a526d6",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
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       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>['#IWD2024']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['#ValentinesDay']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['#SaferInternetDay']</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>No_External_Link</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>[]</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    tweet_id  is-retweet  is-pinned                             external-link  \\\n",
       "0          0           0          1                          No_External_Link   \n",
       "1          1           0          0                          No_External_Link   \n",
       "2          2           0          0  http://www.commbank.com.au/federalbudget   \n",
       "3          3           0          0                          No_External_Link   \n",
       "4          4           0          0                          No_External_Link   \n",
       "5          5           0          0                          No_External_Link   \n",
       "6          6           0          0                          No_External_Link   \n",
       "7          7           0          0                          No_External_Link   \n",
       "8          8           0          0                          No_External_Link   \n",
       "9          9           0          0                          No_External_Link   \n",
       "10        10           0          0                          No_External_Link   \n",
       "11        11           0          0                          No_External_Link   \n",
       "12        12           0          0                          No_External_Link   \n",
       "13        13           0          0                          No_External_Link   \n",
       "14        14           0          0                          No_External_Link   \n",
       "15        15           0          0                          No_External_Link   \n",
       "16        16           0          0                          No_External_Link   \n",
       "17        17           0          0                          No_External_Link   \n",
       "18        18           0          0                          No_External_Link   \n",
       "19        19           0          0                          No_External_Link   \n",
       "20        20           0          0                          No_External_Link   \n",
       "21        21           0          0                          No_External_Link   \n",
       "22        22           0          0                          No_External_Link   \n",
       "23        23           0          0                          No_External_Link   \n",
       "24        24           0          0                          No_External_Link   \n",
       "25        25           0          0                          No_External_Link   \n",
       "26        26           0          0                          No_External_Link   \n",
       "27        27           0          0                          No_External_Link   \n",
       "28        28           0          0                          No_External_Link   \n",
       "29        29           0          0                          No_External_Link   \n",
       "30        30           0          0                          No_External_Link   \n",
       "31        31           0          0                          No_External_Link   \n",
       "32        32           0          0                          No_External_Link   \n",
       "33        33           0          0                          No_External_Link   \n",
       "34        34           0          0                          No_External_Link   \n",
       "35        35           0          0                          No_External_Link   \n",
       "36        36           0          0                          No_External_Link   \n",
       "37        37           0          0                          No_External_Link   \n",
       "38        38           0          0                          No_External_Link   \n",
       "39        39           0          0                          No_External_Link   \n",
       "40        40           0          0                          No_External_Link   \n",
       "\n",
       "                                          quoted-post               hashtags  \n",
       "0                                      No_Quoted_post                     []  \n",
       "1                                      No_Quoted_post        ['#Budget2024']  \n",
       "2                                      No_Quoted_post        ['#Budget2024']  \n",
       "3                                      No_Quoted_post                     []  \n",
       "4                                      No_Quoted_post                     []  \n",
       "5                                      No_Quoted_post                     []  \n",
       "6                                      No_Quoted_post                     []  \n",
       "7                                      No_Quoted_post                     []  \n",
       "8                                      No_Quoted_post                     []  \n",
       "9                                      No_Quoted_post                     []  \n",
       "10  {'link': 'https://twitter.com/AusWomenCricket/...                     []  \n",
       "11  {'link': 'https://twitter.com/CommBank/status/...                     []  \n",
       "12                                     No_Quoted_post                     []  \n",
       "13                                     No_Quoted_post                     []  \n",
       "14                                     No_Quoted_post                     []  \n",
       "15  {'link': 'https://twitter.com/AusWomenCricket/...           ['#IWD2024']  \n",
       "16                                     No_Quoted_post                     []  \n",
       "17                                     No_Quoted_post                     []  \n",
       "18                                     No_Quoted_post                     []  \n",
       "19                                     No_Quoted_post                     []  \n",
       "20                                     No_Quoted_post                     []  \n",
       "21                                     No_Quoted_post                     []  \n",
       "22                                     No_Quoted_post     ['#ValentinesDay']  \n",
       "23                                     No_Quoted_post                     []  \n",
       "24                                     No_Quoted_post                     []  \n",
       "25                                     No_Quoted_post  ['#SaferInternetDay']  \n",
       "26                                     No_Quoted_post                     []  \n",
       "27                                     No_Quoted_post                     []  \n",
       "28                                     No_Quoted_post                     []  \n",
       "29                                     No_Quoted_post                     []  \n",
       "30                                     No_Quoted_post                     []  \n",
       "31                                     No_Quoted_post                     []  \n",
       "32                                     No_Quoted_post                     []  \n",
       "33                                     No_Quoted_post                     []  \n",
       "34                                     No_Quoted_post                     []  \n",
       "35                                     No_Quoted_post                     []  \n",
       "36                                     No_Quoted_post                     []  \n",
       "37                                     No_Quoted_post                     []  \n",
       "38                                     No_Quoted_post                     []  \n",
       "39                                     No_Quoted_post                     []  \n",
       "40                                     No_Quoted_post                     []  "
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tweet_source_table = df[['tweet_id', 'is-retweet', 'is-pinned', 'external-link', 'quoted-post','hashtags']]\n",
    "Tweet_source_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "a2a4ae33",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tweet_id</th>\n",
       "      <th>quoted-post</th>\n",
       "      <th>pictures</th>\n",
       "      <th>videos</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1790554...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>{'link': 'https://twitter.com/CommBank/status/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>{'link': 'https://twitter.com/AusWomenCricket/...</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GHazf1YagAAU1ze....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1762606...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1755825...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1751775...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1750277...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>['https://video.twimg.com/ext_tw_video/1747473...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>No_Quoted_post</td>\n",
       "      <td>No_Pictures</td>\n",
       "      <td>No_Videos</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    tweet_id                                        quoted-post  \\\n",
       "0          0                                     No_Quoted_post   \n",
       "1          1                                     No_Quoted_post   \n",
       "2          2                                     No_Quoted_post   \n",
       "3          3                                     No_Quoted_post   \n",
       "4          4                                     No_Quoted_post   \n",
       "5          5                                     No_Quoted_post   \n",
       "6          6                                     No_Quoted_post   \n",
       "7          7                                     No_Quoted_post   \n",
       "8          8                                     No_Quoted_post   \n",
       "9          9                                     No_Quoted_post   \n",
       "10        10  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "11        11  {'link': 'https://twitter.com/CommBank/status/...   \n",
       "12        12                                     No_Quoted_post   \n",
       "13        13                                     No_Quoted_post   \n",
       "14        14                                     No_Quoted_post   \n",
       "15        15  {'link': 'https://twitter.com/AusWomenCricket/...   \n",
       "16        16                                     No_Quoted_post   \n",
       "17        17                                     No_Quoted_post   \n",
       "18        18                                     No_Quoted_post   \n",
       "19        19                                     No_Quoted_post   \n",
       "20        20                                     No_Quoted_post   \n",
       "21        21                                     No_Quoted_post   \n",
       "22        22                                     No_Quoted_post   \n",
       "23        23                                     No_Quoted_post   \n",
       "24        24                                     No_Quoted_post   \n",
       "25        25                                     No_Quoted_post   \n",
       "26        26                                     No_Quoted_post   \n",
       "27        27                                     No_Quoted_post   \n",
       "28        28                                     No_Quoted_post   \n",
       "29        29                                     No_Quoted_post   \n",
       "30        30                                     No_Quoted_post   \n",
       "31        31                                     No_Quoted_post   \n",
       "32        32                                     No_Quoted_post   \n",
       "33        33                                     No_Quoted_post   \n",
       "34        34                                     No_Quoted_post   \n",
       "35        35                                     No_Quoted_post   \n",
       "36        36                                     No_Quoted_post   \n",
       "37        37                                     No_Quoted_post   \n",
       "38        38                                     No_Quoted_post   \n",
       "39        39                                     No_Quoted_post   \n",
       "40        40                                     No_Quoted_post   \n",
       "\n",
       "                                             pictures  \\\n",
       "0                                         No_Pictures   \n",
       "1                                         No_Pictures   \n",
       "2                                         No_Pictures   \n",
       "3                                         No_Pictures   \n",
       "4                                         No_Pictures   \n",
       "5                                         No_Pictures   \n",
       "6                                         No_Pictures   \n",
       "7                                         No_Pictures   \n",
       "8                                         No_Pictures   \n",
       "9   ['https://pbs.twimg.com/media/GKNb9JRaQAAlvAW....   \n",
       "10                                        No_Pictures   \n",
       "11                                        No_Pictures   \n",
       "12                                        No_Pictures   \n",
       "13                                        No_Pictures   \n",
       "14                                        No_Pictures   \n",
       "15                                        No_Pictures   \n",
       "16  ['https://pbs.twimg.com/media/GHazf1YagAAU1ze....   \n",
       "17                                        No_Pictures   \n",
       "18                                        No_Pictures   \n",
       "19                                        No_Pictures   \n",
       "20                                        No_Pictures   \n",
       "21  ['https://pbs.twimg.com/media/GGK_Aiia0AAKiXq....   \n",
       "22  ['https://pbs.twimg.com/media/GGFqggkbwAAGUM4....   \n",
       "23                                        No_Pictures   \n",
       "24                                        No_Pictures   \n",
       "25  ['https://pbs.twimg.com/media/GFoFtqGbUAAlXJK....   \n",
       "26                                        No_Pictures   \n",
       "27  ['https://pbs.twimg.com/media/GFjS_cMbAAAJUiJ....   \n",
       "28                                        No_Pictures   \n",
       "29                                        No_Pictures   \n",
       "30                                        No_Pictures   \n",
       "31  ['https://pbs.twimg.com/media/GEt52DMaUAAgOpn....   \n",
       "32                                        No_Pictures   \n",
       "33                                        No_Pictures   \n",
       "34                                        No_Pictures   \n",
       "35                                        No_Pictures   \n",
       "36                                        No_Pictures   \n",
       "37                                        No_Pictures   \n",
       "38  ['https://pbs.twimg.com/media/GD1p2jZbcAAzalM....   \n",
       "39                                        No_Pictures   \n",
       "40                                        No_Pictures   \n",
       "\n",
       "                                               videos  \n",
       "0                                           No_Videos  \n",
       "1   ['https://video.twimg.com/ext_tw_video/1790554...  \n",
       "2                                           No_Videos  \n",
       "3                                           No_Videos  \n",
       "4                                           No_Videos  \n",
       "5                                           No_Videos  \n",
       "6                                           No_Videos  \n",
       "7                                           No_Videos  \n",
       "8                                           No_Videos  \n",
       "9                                           No_Videos  \n",
       "10                                          No_Videos  \n",
       "11                                          No_Videos  \n",
       "12                                          No_Videos  \n",
       "13                                          No_Videos  \n",
       "14                                          No_Videos  \n",
       "15                                          No_Videos  \n",
       "16                                          No_Videos  \n",
       "17                                          No_Videos  \n",
       "18  ['https://video.twimg.com/ext_tw_video/1762606...  \n",
       "19                                          No_Videos  \n",
       "20                                          No_Videos  \n",
       "21                                          No_Videos  \n",
       "22                                          No_Videos  \n",
       "23  ['https://video.twimg.com/ext_tw_video/1755825...  \n",
       "24                                          No_Videos  \n",
       "25                                          No_Videos  \n",
       "26                                          No_Videos  \n",
       "27                                          No_Videos  \n",
       "28  ['https://video.twimg.com/ext_tw_video/1751775...  \n",
       "29                                          No_Videos  \n",
       "30                                          No_Videos  \n",
       "31                                          No_Videos  \n",
       "32  ['https://video.twimg.com/ext_tw_video/1750277...  \n",
       "33                                          No_Videos  \n",
       "34                                          No_Videos  \n",
       "35                                          No_Videos  \n",
       "36  ['https://video.twimg.com/ext_tw_video/1747473...  \n",
       "37                                          No_Videos  \n",
       "38                                          No_Videos  \n",
       "39                                          No_Videos  \n",
       "40                                          No_Videos  "
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tweet_media_table = df[['tweet_id', 'quoted-post','pictures','videos']]\n",
    "Tweet_media_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "a6c4f974",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tweet_id</th>\n",
       "      <th>polarity_scores</th>\n",
       "      <th>sentiment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>0.3802</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>-0.2263</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>0.4256</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>0.1779</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>0.7579</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>0.9201</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>0.7841</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>0.4215</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>0.3818</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>-0.4215</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>0.8122</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>0.7351</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>0.4522</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>0.9246</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>0.4926</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>-0.5096</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>0.4404</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>0.4753</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>0.8689</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>0.7906</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>0.2263</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>-0.3612</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>0.4588</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>0.0935</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>0.0387</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>-0.7830</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>0.6597</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>0.4939</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>neutral</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>-0.5707</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>-0.8225</td>\n",
       "      <td>negative</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>0.8402</td>\n",
       "      <td>positive</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    tweet_id  polarity_scores sentiment\n",
       "0          0           0.0000   neutral\n",
       "1          1           0.0000   neutral\n",
       "2          2           0.0000   neutral\n",
       "3          3           0.3802  positive\n",
       "4          4          -0.2263  negative\n",
       "5          5           0.4256  positive\n",
       "6          6           0.1779  positive\n",
       "7          7           0.2263  positive\n",
       "8          8           0.7579  positive\n",
       "9          9           0.9201  positive\n",
       "10        10           0.7841  positive\n",
       "11        11           0.4215  positive\n",
       "12        12           0.0000   neutral\n",
       "13        13           0.3818  positive\n",
       "14        14          -0.4215  negative\n",
       "15        15           0.8122  positive\n",
       "16        16           0.7351  positive\n",
       "17        17           0.4522  positive\n",
       "18        18           0.9246  positive\n",
       "19        19           0.4926  positive\n",
       "20        20           0.8689  positive\n",
       "21        21          -0.5096  negative\n",
       "22        22           0.4404  positive\n",
       "23        23           0.0000   neutral\n",
       "24        24          -0.8225  negative\n",
       "25        25           0.4753  positive\n",
       "26        26           0.8689  positive\n",
       "27        27           0.7906  positive\n",
       "28        28           0.2263  positive\n",
       "29        29          -0.3612  negative\n",
       "30        30           0.4588  positive\n",
       "31        31           0.0935  positive\n",
       "32        32           0.0387  positive\n",
       "33        33          -0.7830  negative\n",
       "34        34           0.6597  positive\n",
       "35        35           0.4939  positive\n",
       "36        36           0.0000   neutral\n",
       "37        37          -0.8225  negative\n",
       "38        38          -0.5707  negative\n",
       "39        39          -0.8225  negative\n",
       "40        40           0.8402  positive"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tweet_sentiment_table = df[['tweet_id', 'polarity_scores','sentiment']]\n",
    "Tweet_sentiment_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "1f89c7d6",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>tweet_id</th>\n",
       "      <th>comments</th>\n",
       "      <th>retweets</th>\n",
       "      <th>quotes</th>\n",
       "      <th>likes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>comments': 70</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 8</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>5</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>comments': 21</td>\n",
       "      <td>'retweets': 7</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>comments': 10</td>\n",
       "      <td>'retweets': 4</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>comments': 57</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 3</td>\n",
       "      <td>'likes': 32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>comments': 16</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>comments': 79</td>\n",
       "      <td>'retweets': 9</td>\n",
       "      <td>'quotes': 12</td>\n",
       "      <td>'likes': 52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>comments': 25</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>comments': 29</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>comments': 26</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>comments': 14</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 2</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>comments': 9</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 2</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 10</td>\n",
       "      <td>'quotes': 5</td>\n",
       "      <td>'likes': 57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>comments': 4</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>comments': 6</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>comments': 1</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>comments': 8</td>\n",
       "      <td>'retweets': 1</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>comments': 7</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>comments': 5</td>\n",
       "      <td>'retweets': 3</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>comments': 13</td>\n",
       "      <td>'retweets': 18</td>\n",
       "      <td>'quotes': 1</td>\n",
       "      <td>'likes': 38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>comments': 3</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>comments': 2</td>\n",
       "      <td>'retweets': 0</td>\n",
       "      <td>'quotes': 0</td>\n",
       "      <td>'likes': 1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    tweet_id       comments         retweets         quotes         likes\n",
       "0          0  comments': 70    'retweets': 1    'quotes': 0   'likes': 10\n",
       "1          1   comments': 7    'retweets': 0    'quotes': 2    'likes': 7\n",
       "2          2   comments': 2    'retweets': 1    'quotes': 0    'likes': 6\n",
       "3          3  comments': 16    'retweets': 4    'quotes': 1   'likes': 17\n",
       "4          4   comments': 5    'retweets': 8    'quotes': 0   'likes': 50\n",
       "5          5   comments': 5    'retweets': 2    'quotes': 0   'likes': 14\n",
       "6          6  comments': 21    'retweets': 7    'quotes': 5   'likes': 39\n",
       "7          7   comments': 2    'retweets': 1    'quotes': 0    'likes': 3\n",
       "8          8   comments': 1    'retweets': 2    'quotes': 1    'likes': 7\n",
       "9          9  comments': 10    'retweets': 4    'quotes': 1   'likes': 18\n",
       "10        10   comments': 8    'retweets': 0    'quotes': 1    'likes': 7\n",
       "11        11  comments': 57    'retweets': 2    'quotes': 3   'likes': 32\n",
       "12        12  comments': 16    'retweets': 2    'quotes': 0   'likes': 11\n",
       "13        13  comments': 13    'retweets': 0    'quotes': 0   'likes': 12\n",
       "14        14  comments': 79    'retweets': 9   'quotes': 12   'likes': 52\n",
       "15        15  comments': 25    'retweets': 0    'quotes': 1    'likes': 3\n",
       "16        16  comments': 29    'retweets': 1    'quotes': 0   'likes': 13\n",
       "17        17   comments': 1    'retweets': 0    'quotes': 0    'likes': 0\n",
       "18        18   comments': 6    'retweets': 0    'quotes': 0    'likes': 2\n",
       "19        19  comments': 26    'retweets': 1    'quotes': 0    'likes': 5\n",
       "20        20   comments': 6    'retweets': 0    'quotes': 0    'likes': 0\n",
       "21        21  comments': 14    'retweets': 1    'quotes': 0    'likes': 5\n",
       "22        22  comments': 14    'retweets': 2    'quotes': 2    'likes': 4\n",
       "23        23   comments': 7    'retweets': 0    'quotes': 0    'likes': 2\n",
       "24        24   comments': 1    'retweets': 0    'quotes': 0    'likes': 1\n",
       "25        25   comments': 9    'retweets': 2    'quotes': 0   'likes': 13\n",
       "26        26   comments': 3    'retweets': 0    'quotes': 0    'likes': 3\n",
       "27        27   comments': 4    'retweets': 2    'quotes': 0   'likes': 13\n",
       "28        28   comments': 5   'retweets': 10    'quotes': 5   'likes': 57\n",
       "29        29   comments': 1    'retweets': 0    'quotes': 0    'likes': 1\n",
       "30        30   comments': 2    'retweets': 0    'quotes': 0    'likes': 1\n",
       "31        31   comments': 4    'retweets': 0    'quotes': 0    'likes': 3\n",
       "32        32   comments': 6    'retweets': 1    'quotes': 0    'likes': 4\n",
       "33        33   comments': 1    'retweets': 0    'quotes': 0    'likes': 2\n",
       "34        34   comments': 1    'retweets': 0    'quotes': 0    'likes': 0\n",
       "35        35   comments': 8    'retweets': 1    'quotes': 0    'likes': 2\n",
       "36        36   comments': 7    'retweets': 0    'quotes': 0    'likes': 3\n",
       "37        37   comments': 5    'retweets': 3    'quotes': 0   'likes': 15\n",
       "38        38  comments': 13   'retweets': 18    'quotes': 1   'likes': 38\n",
       "39        39   comments': 3    'retweets': 0    'quotes': 0    'likes': 2\n",
       "40        40   comments': 2    'retweets': 0    'quotes': 0    'likes': 1"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Tweet_Engagement_Table = df[['tweet_id', 'comments','retweets', 'quotes', 'likes']]\n",
    "Tweet_Engagement_Table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "4980a2b2",
   "metadata": {},
   "outputs": [],
   "source": [
    "Tweet_Engagement_Table.to_csv('Tables/Tweet_Engagement_Table.csv')\n",
    "Tweet_media_table.to_csv('Tables/Tweet_media_Table.csv')\n",
    "Tweet_sentiment_table.to_csv('Tables/Tweet_sentiment_Table.csv')\n",
    "Tweet_source_table.to_csv('Tables/Tweet_source_Table.csv')\n",
    "Tweet_table.to_csv('Tables/Tweet_Table.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c38fe55a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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