{
  "id": 482636,
  "title": "Appreciating the Realism in this Dataset!",
  "url": "/competitions/home-credit-credit-risk-model-stability/discussion/482636",
  "author_name": "",
  "post_date": "2024-03-08T15:45:11.560590600Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I would like to thank the organizers and Kaggle for such a realistic dataset.</p>\n<p>I have just scratched the surface of the data, but I have already been busy cleaning it up and have come up with many creative features. </p>\n<p>The features in this set really hit the mark for the kind of messy, real-world data we deal with on a daily basis (I've been in the data game for over 15 years). It's all there - the noise, the redundant columns, the plethora of fields to calculate new features &amp; rates from, and a mix of dates, some important and some not so much.</p>\n<p>The data science &amp; analytics community can really benefit from more competitions like this because this is the kind of thing you deal with at work! </p>\n<p>Thanks!</p>",
  "messages": [
    {
      "id": "2687485",
      "postDate": "03/08/2024 15:45:11",
      "content": "<p>I would like to thank the organizers and Kaggle for such a realistic dataset.</p>\n<p>I have just scratched the surface of the data, but I have already been busy cleaning it up and have come up with many creative features. </p>\n<p>The features in this set really hit the mark for the kind of messy, real-world data we deal with on a daily basis (I've been in the data game for over 15 years). It's all there - the noise, the redundant columns, the plethora of fields to calculate new features &amp; rates from, and a mix of dates, some important and some not so much.</p>\n<p>The data science &amp; analytics community can really benefit from more competitions like this because this is the kind of thing you deal with at work! </p>\n<p>Thanks!</p>",
      "rawMarkdown": "I would like to thank the organizers and Kaggle for such a realistic dataset.\n\nI have just scratched the surface of the data, but I have already been busy cleaning it up and have come up with many creative features. \n\nThe features in this set really hit the mark for the kind of messy, real-world data we deal with on a daily basis (I've been in the data game for over 15 years). It's all there - the noise, the redundant columns, the plethora of fields to calculate new features & rates from, and a mix of dates, some important and some not so much.\n\nThe data science & analytics community can really benefit from more competitions like this because this is the kind of thing you deal with at work! \n\nThanks!",
      "votes": null
    },
    {
      "id": "2688796",
      "postDate": "03/09/2024 13:22:19",
      "content": "<p>Thanks, I am glad that the work paid off and you are able to enjoy the data :)</p>",
      "rawMarkdown": "Thanks, I am glad that the work paid off and you are able to enjoy the data :)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2688796,
      "author_name": "jetakow",
      "author_url": "",
      "post_date": "03/09/2024 13:22:19",
      "content": "<p>Thanks, I am glad that the work paid off and you are able to enjoy the data :)</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2687485": "I would like to thank the organizers and Kaggle for such a realistic dataset.\n\nI have just scratched the surface of the data, but I have already been busy cleaning it up and have come up with many creative features. \n\nThe features in this set really hit the mark for the kind of messy, real-world data we deal with on a daily basis (I've been in the data game for over 15 years). It's all there - the noise, the redundant columns, the plethora of fields to calculate new features & rates from, and a mix of dates, some important and some not so much.\n\nThe data science & analytics community can really benefit from more competitions like this because this is the kind of thing you deal with at work! \n\nThanks!",
    "2688796": "Thanks, I am glad that the work paid off and you are able to enjoy the data :)"
  },
  "source": "meta"
}