{
  "id": 546758,
  "title": "Nan values in insulin, carbs, steps",
  "url": "/competitions/brist1d/discussion/546758",
  "author_name": "",
  "post_date": "2024-11-17T23:16:27.148228800Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Please I need help. While trying to understand this data I just discovered that Insulin, carbs, steps etc. Are filled with nan values. I want to drop the data column. Just need help</p>",
  "messages": [
    {
      "id": "3048427",
      "postDate": "11/17/2024 23:16:27",
      "content": "<p>Please I need help. While trying to understand this data I just discovered that Insulin, carbs, steps etc. Are filled with nan values. I want to drop the data column. Just need help</p>",
      "rawMarkdown": "Please I need help. While trying to understand this data I just discovered that Insulin, carbs, steps etc. Are filled with nan values. I want to drop the data column. Just need help",
      "votes": null
    },
    {
      "id": "3048960",
      "postDate": "11/18/2024 14:57:44",
      "content": "<p>Use KNN Imputer</p>",
      "rawMarkdown": "Use KNN Imputer",
      "votes": null
    },
    {
      "id": "3049244",
      "postDate": "11/18/2024 21:38:37",
      "content": "<p>If you check more thoroughly, you'll find that these columns are filled with actual values. For some columns, I didn’t use any imputer; instead, I filled them logically. For example, for the carbs column, I replaced NaN values with zeros, assuming that if no value is recorded, then no carbs were digested during that time period.</p>",
      "rawMarkdown": "If you check more thoroughly, you'll find that these columns are filled with actual values. For some columns, I didn’t use any imputer; instead, I filled them logically. For example, for the carbs column, I replaced NaN values with zeros, assuming that if no value is recorded, then no carbs were digested during that time period.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3048960,
      "author_name": "prakashroy1211",
      "author_url": "",
      "post_date": "11/18/2024 14:57:44",
      "content": "<p>Use KNN Imputer</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3049244,
      "author_name": "ahmedkhairaldin",
      "author_url": "",
      "post_date": "11/18/2024 21:38:37",
      "content": "<p>If you check more thoroughly, you'll find that these columns are filled with actual values. For some columns, I didn’t use any imputer; instead, I filled them logically. For example, for the carbs column, I replaced NaN values with zeros, assuming that if no value is recorded, then no carbs were digested during that time period.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3048427": "Please I need help. While trying to understand this data I just discovered that Insulin, carbs, steps etc. Are filled with nan values. I want to drop the data column. Just need help",
    "3048960": "Use KNN Imputer",
    "3049244": "If you check more thoroughly, you'll find that these columns are filled with actual values. For some columns, I didn’t use any imputer; instead, I filled them logically. For example, for the carbs column, I replaced NaN values with zeros, assuming that if no value is recorded, then no carbs were digested during that time period."
  },
  "source": "meta"
}