{
  "id": 120694,
  "title": "Outlier Removal Strategy",
  "url": "/competitions/ashrae-energy-prediction/discussion/120694",
  "author_name": "",
  "post_date": "2019-12-08T04:01:17.504422800Z",
  "votes": 25,
  "comment_count": 15,
  "views": 0,
  "content": "<p><em><strong>Outlier Removal Strategy</strong></em></p>\n\n<p><em>Outlier Detection</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=ZlDdxWYv6jw\">https://www.youtube.com/watch?v=ZlDdxWYv6jw</a></p>\n\n<p><em>Outlier Selection</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=rNR4_JqCEuk\">https://www.youtube.com/watch?v=rNR4_JqCEuk</a></p>\n\n<p><em>Outliers in Regression</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=_IetITlJpIs\">https://www.youtube.com/watch?v=_IetITlJpIs</a></p>\n\n<p><em>Outlier Detection/Removal Algorithm</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo\">https://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo</a></p>\n\n<p><em>Summary of Outlier Removal Strategy</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo\">https://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo</a></p>",
  "messages": [
    {
      "id": "690153",
      "postDate": "12/08/2019 04:01:17",
      "content": "<p><em><strong>Outlier Removal Strategy</strong></em></p>\n\n<p><em>Outlier Detection</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=ZlDdxWYv6jw\">https://www.youtube.com/watch?v=ZlDdxWYv6jw</a></p>\n\n<p><em>Outlier Selection</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=rNR4_JqCEuk\">https://www.youtube.com/watch?v=rNR4_JqCEuk</a></p>\n\n<p><em>Outliers in Regression</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?v=_IetITlJpIs\">https://www.youtube.com/watch?v=_IetITlJpIs</a></p>\n\n<p><em>Outlier Detection/Removal Algorithm</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo\">https://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo</a></p>\n\n<p><em>Summary of Outlier Removal Strategy</em></p>\n\n<p><a href=\"https://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo\">https://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo</a></p>",
      "rawMarkdown": "***Outlier Removal Strategy***\n\n*Outlier Detection*\n\nhttps://www.youtube.com/watch?v=ZlDdxWYv6jw\n\n*Outlier Selection*\n\nhttps://www.youtube.com/watch?v=rNR4_JqCEuk\n\n*Outliers in Regression*\n\nhttps://www.youtube.com/watch?v=_IetITlJpIs\n\n*Outlier Detection/Removal Algorithm*\n\nhttps://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo\n\n*Summary of Outlier Removal Strategy*\n\nhttps://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo",
      "votes": null
    },
    {
      "id": "690161",
      "postDate": "12/08/2019 04:38:37",
      "content": "<p>thanks <a href=\"/grapestone5321\">@grapestone5321</a> for sharing this ..... </p>",
      "rawMarkdown": "thanks @grapestone5321 for sharing this .....",
      "votes": null
    },
    {
      "id": "690164",
      "postDate": "12/08/2019 04:44:56",
      "content": "<p>It's my pleasure</p>",
      "rawMarkdown": "It's my pleasure",
      "votes": null
    },
    {
      "id": "690642",
      "postDate": "12/08/2019 22:20:48",
      "content": "<p>Exactly what I would like to know, thank you1</p>",
      "rawMarkdown": "Exactly what I would like to know, thank you1",
      "votes": null
    },
    {
      "id": "690700",
      "postDate": "12/09/2019 01:06:58",
      "content": "<p>It's my pleasure</p>",
      "rawMarkdown": "It's my pleasure",
      "votes": null
    },
    {
      "id": "690855",
      "postDate": "12/09/2019 08:52:27",
      "content": "<p>Thanks but common outlier detection/removal practices won't work in this case. You need some domain knowledge.</p>",
      "rawMarkdown": "Thanks but common outlier detection/removal practices won't work in this case. You need some domain knowledge.",
      "votes": null
    },
    {
      "id": "691359",
      "postDate": "12/10/2019 03:47:58",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing",
      "votes": null
    },
    {
      "id": "691368",
      "postDate": "12/10/2019 04:06:56",
      "content": "<p>You're welcome</p>",
      "rawMarkdown": "You're welcome",
      "votes": null
    },
    {
      "id": "691442",
      "postDate": "12/10/2019 06:22:04",
      "content": "<p>Thank you for this information! </p>",
      "rawMarkdown": "Thank you for this information!",
      "votes": null
    },
    {
      "id": "692019",
      "postDate": "12/10/2019 19:30:31",
      "content": "<p>Thanks for sharing this information!</p>",
      "rawMarkdown": "Thanks for sharing this information!",
      "votes": null
    },
    {
      "id": "692384",
      "postDate": "12/11/2019 07:42:35",
      "content": "<p>Thanks for sharing</p>",
      "rawMarkdown": "Thanks for sharing",
      "votes": null
    },
    {
      "id": "693788",
      "postDate": "12/12/2019 19:39:34",
      "content": "<p>Good source to study. Thank you. ;-)</p>",
      "rawMarkdown": "Good source to study. Thank you. ;-)",
      "votes": null
    },
    {
      "id": "695020",
      "postDate": "12/14/2019 13:02:02",
      "content": "<p>Excellent! Thank you for sharing:D!</p>",
      "rawMarkdown": "Excellent! Thank you for sharing:D!",
      "votes": null
    },
    {
      "id": "695130",
      "postDate": "12/14/2019 16:19:20",
      "content": "<p>Thank you</p>",
      "rawMarkdown": "Thank you",
      "votes": null
    },
    {
      "id": "695965",
      "postDate": "12/16/2019 00:22:22",
      "content": "<p>Thanks for sharing !</p>",
      "rawMarkdown": "Thanks for sharing !",
      "votes": null
    },
    {
      "id": "696061",
      "postDate": "12/16/2019 04:27:46",
      "content": "<p>Thanks for sharing❗️</p>",
      "rawMarkdown": "Thanks for sharing❗️",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 690161,
      "author_name": "saurav9786",
      "author_url": "",
      "post_date": "12/08/2019 04:38:37",
      "content": "<p>thanks <a href=\"/grapestone5321\">@grapestone5321</a> for sharing this ..... </p>",
      "votes": null,
      "replies": [
        {
          "id": 690164,
          "author_name": "grapestone5321",
          "author_url": "",
          "post_date": "12/08/2019 04:44:56",
          "content": "<p>It's my pleasure</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 690642,
      "author_name": "lonelycat",
      "author_url": "",
      "post_date": "12/08/2019 22:20:48",
      "content": "<p>Exactly what I would like to know, thank you1</p>",
      "votes": null,
      "replies": [
        {
          "id": 690700,
          "author_name": "grapestone5321",
          "author_url": "",
          "post_date": "12/09/2019 01:06:58",
          "content": "<p>It's my pleasure</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 690855,
      "author_name": "gunesevitan",
      "author_url": "",
      "post_date": "12/09/2019 08:52:27",
      "content": "<p>Thanks but common outlier detection/removal practices won't work in this case. You need some domain knowledge.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 691359,
      "author_name": "salmaeng",
      "author_url": "",
      "post_date": "12/10/2019 03:47:58",
      "content": "<p>Thanks for sharing</p>",
      "votes": null,
      "replies": [
        {
          "id": 691368,
          "author_name": "grapestone5321",
          "author_url": "",
          "post_date": "12/10/2019 04:06:56",
          "content": "<p>You're welcome</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 691442,
      "author_name": "starl1ght",
      "author_url": "",
      "post_date": "12/10/2019 06:22:04",
      "content": "<p>Thank you for this information! </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 692019,
      "author_name": "rohitsingh9990",
      "author_url": "",
      "post_date": "12/10/2019 19:30:31",
      "content": "<p>Thanks for sharing this information!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 692384,
      "author_name": "songjiseop",
      "author_url": "",
      "post_date": "12/11/2019 07:42:35",
      "content": "<p>Thanks for sharing</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 693788,
      "author_name": "hanjoonchoe",
      "author_url": "",
      "post_date": "12/12/2019 19:39:34",
      "content": "<p>Good source to study. Thank you. ;-)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 695020,
      "author_name": "hsinwenchang",
      "author_url": "",
      "post_date": "12/14/2019 13:02:02",
      "content": "<p>Excellent! Thank you for sharing:D!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 695130,
      "author_name": "bebick",
      "author_url": "",
      "post_date": "12/14/2019 16:19:20",
      "content": "<p>Thank you</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 695965,
      "author_name": "caesarlupum",
      "author_url": "",
      "post_date": "12/16/2019 00:22:22",
      "content": "<p>Thanks for sharing !</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 696061,
      "author_name": "mashlyn",
      "author_url": "",
      "post_date": "12/16/2019 04:27:46",
      "content": "<p>Thanks for sharing❗️</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "690153": "***Outlier Removal Strategy***\n\n*Outlier Detection*\n\nhttps://www.youtube.com/watch?v=ZlDdxWYv6jw\n\n*Outlier Selection*\n\nhttps://www.youtube.com/watch?v=rNR4_JqCEuk\n\n*Outliers in Regression*\n\nhttps://www.youtube.com/watch?v=_IetITlJpIs\n\n*Outlier Detection/Removal Algorithm*\n\nhttps://www.youtube.com/watch?time_continue=2&amp;v=hGKY6BAqJ6o&amp;feature=emb_logo\n\n*Summary of Outlier Removal Strategy*\n\nhttps://www.youtube.com/watch?time_continue=6&amp;v=b-oE175NJiQ&amp;feature=emb_logo",
    "690161": "thanks @grapestone5321 for sharing this .....",
    "690164": "It's my pleasure",
    "690642": "Exactly what I would like to know, thank you1",
    "690700": "It's my pleasure",
    "690855": "Thanks but common outlier detection/removal practices won't work in this case. You need some domain knowledge.",
    "691359": "Thanks for sharing",
    "691368": "You're welcome",
    "691442": "Thank you for this information!",
    "692019": "Thanks for sharing this information!",
    "692384": "Thanks for sharing",
    "693788": "Good source to study. Thank you. ;-)",
    "695020": "Excellent! Thank you for sharing:D!",
    "695130": "Thank you",
    "695965": "Thanks for sharing !",
    "696061": "Thanks for sharing❗️"
  },
  "source": "meta"
}