{
  "id": 537491,
  "title": "Filling NaNs and Zeros in Weight, Height, and BMI Using Age Bins",
  "url": "/competitions/child-mind-institute-problematic-internet-use/discussion/537491",
  "author_name": "Valeriia Biruk",
  "post_date": "2024-10-03T13:10:16.350000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hello everyone,<br>\nI've been exploring ways to handle missing values and zeros in the Physical-Weight, Physical-Height, and Physical-BMI columns.</p>\n<p>I’m particularly interested in whether anyone has tried using age bins to fill these NaNs and zeros, and if so, what kind of success you had with this approach.</p>\n<p>Did segmenting the data by age yield meaningful improvements in the accuracy of your filled values? If you have any insights to share, I would greatly appreciate it!</p>\n<p>Thank you!</p>",
  "messages": [
    {
      "id": 3005879,
      "postDate": "2024-10-03T13:10:16.350Z",
      "content": "<p>Hello everyone,<br>\nI've been exploring ways to handle missing values and zeros in the Physical-Weight, Physical-Height, and Physical-BMI columns.</p>\n<p>I’m particularly interested in whether anyone has tried using age bins to fill these NaNs and zeros, and if so, what kind of success you had with this approach.</p>\n<p>Did segmenting the data by age yield meaningful improvements in the accuracy of your filled values? If you have any insights to share, I would greatly appreciate it!</p>\n<p>Thank you!</p>",
      "rawMarkdown": "Hello everyone,\nI've been exploring ways to handle missing values and zeros in the Physical-Weight, Physical-Height, and Physical-BMI columns.\n\nI’m particularly interested in whether anyone has tried using age bins to fill these NaNs and zeros, and if so, what kind of success you had with this approach.\n\nDid segmenting the data by age yield meaningful improvements in the accuracy of your filled values? If you have any insights to share, I would greatly appreciate it!\n\nThank you!"
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3005879": "Hello everyone,\nI've been exploring ways to handle missing values and zeros in the Physical-Weight, Physical-Height, and Physical-BMI columns.\n\nI’m particularly interested in whether anyone has tried using age bins to fill these NaNs and zeros, and if so, what kind of success you had with this approach.\n\nDid segmenting the data by age yield meaningful improvements in the accuracy of your filled values? If you have any insights to share, I would greatly appreciate it!\n\nThank you!"
  }
}