{
  "id": 476296,
  "title": "What are WEEK_NUM and MONTH?",
  "url": "/competitions/home-credit-credit-risk-model-stability/discussion/476296",
  "author_name": "",
  "post_date": "2024-02-11T20:48:59.130635300Z",
  "votes": 4,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Hi, fellas! I can't understand why the data contains WEEK_NUM and MONTH, what are they used for? I'm very appreciated if someone can shed light on it. </p>",
  "messages": [
    {
      "id": "2647890",
      "postDate": "02/11/2024 20:48:59",
      "content": "<p>Hi, fellas! I can't understand why the data contains WEEK_NUM and MONTH, what are they used for? I'm very appreciated if someone can shed light on it. </p>",
      "rawMarkdown": "Hi, fellas! I can't understand why the data contains WEEK_NUM and MONTH, what are they used for? I'm very appreciated if someone can shed light on it.",
      "votes": null
    },
    {
      "id": "2647939",
      "postDate": "02/11/2024 22:51:14",
      "content": "<p>I added them there for ease when working with data. You can use them for selection or for grouping.</p>",
      "rawMarkdown": "I added them there for ease when working with data. You can use them for selection or for grouping.",
      "votes": null
    },
    {
      "id": "2648497",
      "postDate": "02/12/2024 09:18:33",
      "content": "<p>The data provided by organizers cover both covid and non-covid times, so one way to use <code>WEEK_NUM</code> is to create stratified folds when training your model, <a href=\"https://www.kaggle.com/mqqmartingale\" target=\"_blank\">@mqqmartingale</a>.</p>",
      "rawMarkdown": "The data provided by organizers cover both covid and non-covid times, so one way to use `WEEK_NUM` is to create stratified folds when training your model, @mqqmartingale.",
      "votes": null
    },
    {
      "id": "2652037",
      "postDate": "02/14/2024 14:29:59",
      "content": "<p>Hi Daniel, I have one doubt regarding the date_decision and target column. For case_id where target =1(defaulters), what does the date_decision column says? how on the date when loan was approved, it is decided that <strong>case_id</strong> deafaulted(target = 1)?<br>\nI have attached the image for reference…Apologies for silly question but i am bit confused here. </p>",
      "rawMarkdown": "Hi Daniel, I have one doubt regarding the date_decision and target column. For case_id where target =1(defaulters), what does the date_decision column says? how on the date when loan was approved, it is decided that **case_id** deafaulted(target = 1)?\nI have attached the image for reference...Apologies for silly question but i am bit confused here.",
      "votes": null
    },
    {
      "id": "2652085",
      "postDate": "02/14/2024 14:56:22",
      "content": "<p>Hi Preetikm,<br>\ndate_decision is simply date when we decide to provide loan to client (or not). Default (whether client paid or not) is observed much later</p>",
      "rawMarkdown": "Hi Preetikm,\ndate_decision is simply date when we decide to provide loan to client (or not). Default (whether client paid or not) is observed much later",
      "votes": null
    },
    {
      "id": "2652182",
      "postDate": "02/14/2024 15:52:49",
      "content": "<p>Thanks Tomas, got it.</p>",
      "rawMarkdown": "Thanks Tomas, got it.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2647939,
      "author_name": "jetakow",
      "author_url": "",
      "post_date": "02/11/2024 22:51:14",
      "content": "<p>I added them there for ease when working with data. You can use them for selection or for grouping.</p>",
      "votes": null,
      "replies": [
        {
          "id": 2652037,
          "author_name": "preetikm",
          "author_url": "",
          "post_date": "02/14/2024 14:29:59",
          "content": "<p>Hi Daniel, I have one doubt regarding the date_decision and target column. For case_id where target =1(defaulters), what does the date_decision column says? how on the date when loan was approved, it is decided that <strong>case_id</strong> deafaulted(target = 1)?<br>\nI have attached the image for reference…Apologies for silly question but i am bit confused here. </p>",
          "votes": null,
          "replies": [
            {
              "id": 2652085,
              "author_name": "tomasjeline2",
              "author_url": "",
              "post_date": "02/14/2024 14:56:22",
              "content": "<p>Hi Preetikm,<br>\ndate_decision is simply date when we decide to provide loan to client (or not). Default (whether client paid or not) is observed much later</p>",
              "votes": null,
              "replies": [
                {
                  "id": 2652182,
                  "author_name": "preetikm",
                  "author_url": "",
                  "post_date": "02/14/2024 15:52:49",
                  "content": "<p>Thanks Tomas, got it.</p>",
                  "votes": null,
                  "replies": []
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": 2648497,
      "author_name": "kononenko",
      "author_url": "",
      "post_date": "02/12/2024 09:18:33",
      "content": "<p>The data provided by organizers cover both covid and non-covid times, so one way to use <code>WEEK_NUM</code> is to create stratified folds when training your model, <a href=\"https://www.kaggle.com/mqqmartingale\" target=\"_blank\">@mqqmartingale</a>.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2647890": "Hi, fellas! I can't understand why the data contains WEEK_NUM and MONTH, what are they used for? I'm very appreciated if someone can shed light on it.",
    "2647939": "I added them there for ease when working with data. You can use them for selection or for grouping.",
    "2648497": "The data provided by organizers cover both covid and non-covid times, so one way to use `WEEK_NUM` is to create stratified folds when training your model, @mqqmartingale.",
    "2652037": "Hi Daniel, I have one doubt regarding the date_decision and target column. For case_id where target =1(defaulters), what does the date_decision column says? how on the date when loan was approved, it is decided that **case_id** deafaulted(target = 1)?\nI have attached the image for reference...Apologies for silly question but i am bit confused here.",
    "2652085": "Hi Preetikm,\ndate_decision is simply date when we decide to provide loan to client (or not). Default (whether client paid or not) is observed much later",
    "2652182": "Thanks Tomas, got it."
  },
  "source": "meta"
}