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  "fetched_at": "2026-10-20T01:56:18Z",
  "source_url": "https://www.kaggle.com/competitions/datamites-sos-tweets-classification/data",
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      "content": "# **What should I expect the data format to be?**\n\n\nYou will **get three** columns in **training dataset** i.e index, tweet and help i.e.<br>\n- **'index'** identifier within each file.<br>\n- **'tweet'** column will contain the tweets<br>\n- In **'help'** column, you will get SOS tweets classified as 0 or 1 i.e <br>\n0: non SOS tweet <br>\n1: SOS tweet\n\n<br>\nYou will **get two** columns in **test dataset** i.e index, tweets.\n\n<br><br>\n# **What am I predicting?** <br>\nYou are predicting the probability that a tweet is SOS help. A SOS tweet would receive a 1. A non-SOS comment would receive a 0. In the test set, all tweets are classified as either a 1 or a 0.\n\n<br><br>\n# **Files**\n- **datamites_kaggle_tweets_train.xlsx**: training dataset\n- **datamites_kaggle_tweets_test.xlsx**: testing dataset\n",
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    {
      "name": "Description",
      "content": "<p>Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus. At this time, there are no specific vaccines or treatments for COVID-19. However, there are many ongoing clinical trials evaluating potential treatments.</p>\n\n<p>Coronavirus has had a large-scale impact across the globe. There are thousands of tweets in a day in which people are asking for various kinds of help and assistance. Due to the sheer volume of tweets on an everyday basis, the majority of these SOS tweets go completely unnoticed and don't get required help.\n</p>\n\n\n",
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      "name": "Evaluation",
      "content": "<p>This competition is evaluated on the accuracy score of your predictions.</p>\n<hr>\n\n<h2>Submission Format</h2>\n<p><strong>For each index in the test set, you must predict a whether it is a SOS request or not. The file should contain a header and have the following format:</strong></p><strong>\n<p>The file should contain a header and have the following format:</p>\n<pre>index,help<br>0,1<br>1,0<br>2,1<br>3,0<br>4,0<br>5,1<br></pre></strong>",
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    {
      "name": "rules",
      "content": "## **One account per participant**\nYou cannot sign up to Kaggle from multiple accounts and therefore you cannot submit from multiple accounts.\n<br>\n## **No private sharing outside teams**\nPrivately sharing code or data outside of teams is not permitted. It's okay to share code if made available to all participants on the forums.\n<br>\n## **Submission Limits**\n\n- You may submit a maximum of 5 entries per day.\n- You may select up to 2 final submissions for judging.\n<br>\n\n## **Competition Timeline**\n\nStart Date: June 6, 2020\n\nEnd Date (Final Submission Deadline): August 6, 2020 11:59 PM UTC# ",
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    {
      "name": "End Result",
      "content": "In this data set we have labelled these tweets into two categories and we want the participants to train a model which can automatically label the tweets using machine learning with highest accuracy. \nAn accurate working model will have far-fetched advantages and will help to get to the right kind of support and answers . \nOn the other hand, this model will not only assist the people in need but also will help brave individuals, who are working in the forefront and doing a phenomenal job in saving people’s lives.\n",
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    {
      "name": "Inspiration",
      "content": "To fight this global pandemic as one community, by reaching out to all the people out there who are in need of help. We want this model to help people in need to connect with Covid relief providers, NGOs, various other institutions, private companies  and all forms of Government bodies.\n",
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