{
  "id": 6468,
  "title": "Curiosity:How are tags in training data generated?",
  "url": "/competitions/facebook-recruiting-iii-keyword-extraction/discussion/6468",
  "author_name": "",
  "post_date": "2013-11-28T03:44:48.767Z",
  "votes": null,
  "comment_count": 7,
  "views": 2920,
  "content": "<p>Just curious:</p>\n<p>The tags in training data are generated by editors or generated by some model which FB thinks it is the best?</p>",
  "messages": [
    {
      "id": "35413",
      "postDate": "11/28/2013 03:44:48",
      "content": "<p>Just curious:</p>\n<p>The tags in training data are generated by editors or generated by some model which FB thinks it is the best?</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "35420",
      "postDate": "11/28/2013 05:48:42",
      "content": "<p>These are real data from stack overflow and related sites. You can google the title of each record and find out the tags user has assigned.</p>\n<p>See rules of the competition : you cannot use crawler to get the tags for test data.&nbsp;</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "35477",
      "postDate": "11/29/2013 00:21:50",
      "content": "<p>Stackoverflow users select tags from an autocomplete box when posting a question. You can go through the process on stackoverflow and quit before actually posting to see how it works.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "35488",
      "postDate": "11/29/2013 11:39:10",
      "content": "<p>Thanks guys.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "36175",
      "postDate": "12/14/2013 23:47:09",
      "content": "<p>I noticed, though, a number of records in the training set with identical titles and bodies, but different tags. For instance, records 3019052 and 1064220 with the same title 'How to calculate correct velocity values from accerometer' have tags 'acceleration core-motion ios iphone velocity' and 'acceleration core-motion ios iphone' (http://stackoverflow.com/questions/10579004/how-to-calculate-correct-velocity-values-from-accerometer) . So, looks like the data were modified by organisers for some reason.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "36176",
      "postDate": "12/15/2013 00:45:25",
      "content": "<p>Well now that someone else has said it, I noticed that too :P &nbsp;I hypothesize that there's a few other possible explanations for the &quot;funky&quot; duplicates, but I won't say too much more in case the organizers interpret it as saying too much even though its speculation...</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "36177",
      "postDate": "12/15/2013 03:08:11",
      "content": "<p>Stackoverflow admins can edit a post. Sometimes they edit only the tags.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "36188",
      "postDate": "12/15/2013 17:13:53",
      "content": "<p>We didn't mess with the tags. It's likely just an example of data doing what it is that data does -&nbsp;https://www.kaggle.com/wiki/ANoteOnDataQuality</p>",
      "rawMarkdown": "",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 35420,
      "author_name": "chitrasen",
      "author_url": "",
      "post_date": "11/28/2013 05:48:42",
      "content": "<p>These are real data from stack overflow and related sites. You can google the title of each record and find out the tags user has assigned.</p>\n<p>See rules of the competition : you cannot use crawler to get the tags for test data.&nbsp;</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 35477,
      "author_name": "jfkingiii",
      "author_url": "",
      "post_date": "11/29/2013 00:21:50",
      "content": "<p>Stackoverflow users select tags from an autocomplete box when posting a question. You can go through the process on stackoverflow and quit before actually posting to see how it works.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 35488,
      "author_name": "nenggong",
      "author_url": "",
      "post_date": "11/29/2013 11:39:10",
      "content": "<p>Thanks guys.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 36175,
      "author_name": "alextk",
      "author_url": "",
      "post_date": "12/14/2013 23:47:09",
      "content": "<p>I noticed, though, a number of records in the training set with identical titles and bodies, but different tags. For instance, records 3019052 and 1064220 with the same title 'How to calculate correct velocity values from accerometer' have tags 'acceleration core-motion ios iphone velocity' and 'acceleration core-motion ios iphone' (http://stackoverflow.com/questions/10579004/how-to-calculate-correct-velocity-values-from-accerometer) . So, looks like the data were modified by organisers for some reason.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 36176,
      "author_name": "damienmelksham",
      "author_url": "",
      "post_date": "12/15/2013 00:45:25",
      "content": "<p>Well now that someone else has said it, I noticed that too :P &nbsp;I hypothesize that there's a few other possible explanations for the &quot;funky&quot; duplicates, but I won't say too much more in case the organizers interpret it as saying too much even though its speculation...</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 36177,
      "author_name": "jfkingiii",
      "author_url": "",
      "post_date": "12/15/2013 03:08:11",
      "content": "<p>Stackoverflow admins can edit a post. Sometimes they edit only the tags.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 36188,
      "author_name": "wcukierski",
      "author_url": "",
      "post_date": "12/15/2013 17:13:53",
      "content": "<p>We didn't mess with the tags. It's likely just an example of data doing what it is that data does -&nbsp;https://www.kaggle.com/wiki/ANoteOnDataQuality</p>",
      "votes": null,
      "replies": []
    }
  ],
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    "35420": "",
    "35477": "",
    "35488": "",
    "36175": "",
    "36176": "",
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  "source": "meta"
}