{
  "id": 400215,
  "title": "Have you used latitude & longitude？",
  "url": "/competitions/birdclef-2023/discussion/400215",
  "author_name": "",
  "post_date": "2023-04-07T09:20:56.034557900Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Is it a vital data?but it's not in submission.csv </p>",
  "messages": [
    {
      "id": "2213045",
      "postDate": "04/07/2023 09:20:56",
      "content": "<p>Is it a vital data?but it's not in submission.csv </p>",
      "rawMarkdown": "Is it a vital data?but it's not in submission.csv",
      "votes": null
    },
    {
      "id": "2214780",
      "postDate": "04/08/2023 18:40:54",
      "content": "<p>I tried it, but got no specific advancement in my case. You don't have to include it in submission.csv. You can use the information during training and keep note of what you have tried. It shouldn't be a problem to use it in this way..</p>",
      "rawMarkdown": "I tried it, but got no specific advancement in my case. You don't have to include it in submission.csv. You can use the information during training and keep note of what you have tried. It shouldn't be a problem to use it in this way..",
      "votes": null
    },
    {
      "id": "2218511",
      "postDate": "04/11/2023 18:54:14",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/hakandogan\" target=\"_blank\">@hakandogan</a> </p>\n<p>Can you elaborate how did you use latitude and longitude metadata?</p>",
      "rawMarkdown": "Hi @hakandogan \n\nCan you elaborate how did you use latitude and longitude metadata?",
      "votes": null
    },
    {
      "id": "2218603",
      "postDate": "04/11/2023 20:32:56",
      "content": "<p>Hi. Well the competition description or discussions mention more or less that the challenge is about Kenya soundscapes (there is no warranty though). The heatmap here <a href=\"url\" target=\"_blank\">https://www.kaggle.com/code/mpwolke/africa-birdclef-respect-diversity</a> also indicates sort off that region. Accordingly I used a subset of the training data with latitude 28 to 42 and longitude -8 to 8. The results were not worse neither better. One can try perhaps some other versions. </p>",
      "rawMarkdown": "Hi. Well the competition description or discussions mention more or less that the challenge is about Kenya soundscapes (there is no warranty though). The heatmap here [https://www.kaggle.com/code/mpwolke/africa-birdclef-respect-diversity](url) also indicates sort off that region. Accordingly I used a subset of the training data with latitude 28 to 42 and longitude -8 to 8. The results were not worse neither better. One can try perhaps some other versions.",
      "votes": null
    },
    {
      "id": "2219657",
      "postDate": "04/12/2023 18:40:20",
      "content": "<p>Yeah can try subset of the training data, in this way.</p>",
      "rawMarkdown": "Yeah can try subset of the training data, in this way.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2214780,
      "author_name": "hakandogan",
      "author_url": "",
      "post_date": "04/08/2023 18:40:54",
      "content": "<p>I tried it, but got no specific advancement in my case. You don't have to include it in submission.csv. You can use the information during training and keep note of what you have tried. It shouldn't be a problem to use it in this way..</p>",
      "votes": null,
      "replies": [
        {
          "id": 2218511,
          "author_name": "abhishek3754v",
          "author_url": "",
          "post_date": "04/11/2023 18:54:14",
          "content": "<p>Hi <a href=\"https://www.kaggle.com/hakandogan\" target=\"_blank\">@hakandogan</a> </p>\n<p>Can you elaborate how did you use latitude and longitude metadata?</p>",
          "votes": null,
          "replies": [
            {
              "id": 2218603,
              "author_name": "hakandogan",
              "author_url": "",
              "post_date": "04/11/2023 20:32:56",
              "content": "<p>Hi. Well the competition description or discussions mention more or less that the challenge is about Kenya soundscapes (there is no warranty though). The heatmap here <a href=\"url\" target=\"_blank\">https://www.kaggle.com/code/mpwolke/africa-birdclef-respect-diversity</a> also indicates sort off that region. Accordingly I used a subset of the training data with latitude 28 to 42 and longitude -8 to 8. The results were not worse neither better. One can try perhaps some other versions. </p>",
              "votes": null,
              "replies": [
                {
                  "id": 2219657,
                  "author_name": "abhishek3754v",
                  "author_url": "",
                  "post_date": "04/12/2023 18:40:20",
                  "content": "<p>Yeah can try subset of the training data, in this way.</p>",
                  "votes": null,
                  "replies": []
                }
              ]
            }
          ]
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2213045": "Is it a vital data?but it's not in submission.csv",
    "2214780": "I tried it, but got no specific advancement in my case. You don't have to include it in submission.csv. You can use the information during training and keep note of what you have tried. It shouldn't be a problem to use it in this way..",
    "2218511": "Hi @hakandogan \n\nCan you elaborate how did you use latitude and longitude metadata?",
    "2218603": "Hi. Well the competition description or discussions mention more or less that the challenge is about Kenya soundscapes (there is no warranty though). The heatmap here [https://www.kaggle.com/code/mpwolke/africa-birdclef-respect-diversity](url) also indicates sort off that region. Accordingly I used a subset of the training data with latitude 28 to 42 and longitude -8 to 8. The results were not worse neither better. One can try perhaps some other versions.",
    "2219657": "Yeah can try subset of the training data, in this way."
  },
  "source": "meta"
}