{
  "id": 219012,
  "title": "How do you impute a missing category column",
  "url": "/competitions/rfcx-species-audio-detection/discussion/219012",
  "author_name": "",
  "post_date": "2021-02-13T05:29:50.290056Z",
  "votes": null,
  "comment_count": 5,
  "views": 0,
  "content": "<p>When you have a column of 900 entries and 10 missing entries. how replace the missing entries?</p>",
  "messages": [
    {
      "id": "1198477",
      "postDate": "02/13/2021 05:29:50",
      "content": "<p>When you have a column of 900 entries and 10 missing entries. how replace the missing entries?</p>",
      "rawMarkdown": "When you have a column of 900 entries and 10 missing entries. how replace the missing entries?",
      "votes": null
    },
    {
      "id": "1198666",
      "postDate": "02/13/2021 07:49:37",
      "content": "<p>it depends on the case.</p>",
      "rawMarkdown": "it depends on the case.",
      "votes": null
    },
    {
      "id": "1198670",
      "postDate": "02/13/2021 07:51:15",
      "content": "<p>Why do you want to replace the missing entries?</p>",
      "rawMarkdown": "Why do you want to replace the missing entries?",
      "votes": null
    },
    {
      "id": "1198860",
      "postDate": "02/13/2021 10:48:29",
      "content": "<p>890 x k + 10 x c (c &lt; k) ?</p>",
      "rawMarkdown": "890 x k + 10 x c (c < k) ?",
      "votes": null
    },
    {
      "id": "1198893",
      "postDate": "02/13/2021 11:27:17",
      "content": "<p>As this is a categorical column, replacing missing values with Mode of the column might makes sense.</p>\n<p>Alternatively you could also impute missing 10 entries in the ratio of 890 entries,<br>\nFor eg if values are A, B, C, D, E and Null, you might consider replacing Null with A:B:C:D:E in 890 entries randomly. I hope this helps! </p>",
      "rawMarkdown": "As this is a categorical column, replacing missing values with Mode of the column might makes sense.\n\nAlternatively you could also impute missing 10 entries in the ratio of 890 entries,\nFor eg if values are A, B, C, D, E and Null, you might consider replacing Null with A:B:C:D:E in 890 entries randomly. I hope this helps!",
      "votes": null
    },
    {
      "id": "1199266",
      "postDate": "02/13/2021 17:05:23",
      "content": "<p>mode value imputation or drop the rows</p>",
      "rawMarkdown": "mode value imputation or drop the rows",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1198666,
      "author_name": "mostafamt",
      "author_url": "",
      "post_date": "02/13/2021 07:49:37",
      "content": "<p>it depends on the case.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1198670,
      "author_name": "cpmpml",
      "author_url": "",
      "post_date": "02/13/2021 07:51:15",
      "content": "<p>Why do you want to replace the missing entries?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1198860,
      "author_name": "glimmung",
      "author_url": "",
      "post_date": "02/13/2021 10:48:29",
      "content": "<p>890 x k + 10 x c (c &lt; k) ?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1198893,
      "author_name": "ashoksuthar",
      "author_url": "",
      "post_date": "02/13/2021 11:27:17",
      "content": "<p>As this is a categorical column, replacing missing values with Mode of the column might makes sense.</p>\n<p>Alternatively you could also impute missing 10 entries in the ratio of 890 entries,<br>\nFor eg if values are A, B, C, D, E and Null, you might consider replacing Null with A:B:C:D:E in 890 entries randomly. I hope this helps! </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1199266,
      "author_name": "naveennaragund",
      "author_url": "",
      "post_date": "02/13/2021 17:05:23",
      "content": "<p>mode value imputation or drop the rows</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1198477": "When you have a column of 900 entries and 10 missing entries. how replace the missing entries?",
    "1198666": "it depends on the case.",
    "1198670": "Why do you want to replace the missing entries?",
    "1198860": "890 x k + 10 x c (c < k) ?",
    "1198893": "As this is a categorical column, replacing missing values with Mode of the column might makes sense.\n\nAlternatively you could also impute missing 10 entries in the ratio of 890 entries,\nFor eg if values are A, B, C, D, E and Null, you might consider replacing Null with A:B:C:D:E in 890 entries randomly. I hope this helps!",
    "1199266": "mode value imputation or drop the rows"
  },
  "source": "meta"
}