{
  "id": 113162,
  "title": "Best to way deal with missing values?",
  "url": "/competitions/ashrae-energy-prediction/discussion/113162",
  "author_name": "",
  "post_date": "2019-10-17T12:05:09.464235400Z",
  "votes": null,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I see a lot of missing values in the following columns:\n- year_built\n- floor_count <br>\n- air_temperature <br>\n- cloud_coverage <br>\n- dew_temperature <br>\n- precip_depth_1_hr <br>\n- sea_level_pressure <br>\n- wind_direction <br>\n- wind_speed         </p>\n\n<p>What's the best way to deal with them?        </p>",
  "messages": [
    {
      "id": "651364",
      "postDate": "10/17/2019 12:05:09",
      "content": "<p>I see a lot of missing values in the following columns:\n- year_built\n- floor_count <br>\n- air_temperature <br>\n- cloud_coverage <br>\n- dew_temperature <br>\n- precip_depth_1_hr <br>\n- sea_level_pressure <br>\n- wind_direction <br>\n- wind_speed         </p>\n\n<p>What's the best way to deal with them?        </p>",
      "rawMarkdown": "I see a lot of missing values in the following columns:\n- year_built\n- floor_count                     \n- air_temperature                    \n- cloud_coverage                   \n- dew_temperature                   \n- precip_depth_1_hr             \n- sea_level_pressure                \n- wind_direction                    \n- wind_speed         \n\nWhat's the best way to deal with them?",
      "votes": null
    },
    {
      "id": "651440",
      "postDate": "10/17/2019 13:41:07",
      "content": "",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "651441",
      "postDate": "10/17/2019 13:44:03",
      "content": "<p>Interesting. Thanks!</p>",
      "rawMarkdown": "Interesting. Thanks!",
      "votes": null
    },
    {
      "id": "653877",
      "postDate": "10/21/2019 05:24:14",
      "content": "<p><a href=\"/themonologue\">@themonologue</a> Where does it say that NaN value of floor count implies 'ground floor'? I am not able to figure it out. If I see the definition of floor_count:</p>\n\n<blockquote>\n  <p>floor_count - Number of floors of the building</p>\n</blockquote>\n\n<p>Does not it mean that a building with just ground floor (single floored building) should have a count of 1? Am I missing something?</p>",
      "rawMarkdown": "themonologue Where does it say that NaN value of floor count implies 'ground floor'? I am not able to figure it out. If I see the definition of floor_count:\n\n&gt; floor_count - Number of floors of the building\n\nDoes not it mean that a building with just ground floor (single floored building) should have a count of 1? Am I missing something?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 651440,
      "author_name": "themonologue",
      "author_url": "",
      "post_date": "10/17/2019 13:41:07",
      "content": "",
      "votes": null,
      "replies": [
        {
          "id": 651441,
          "author_name": "abhikaggle8",
          "author_url": "",
          "post_date": "10/17/2019 13:44:03",
          "content": "<p>Interesting. Thanks!</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 653877,
          "author_name": "arnabbiswas1",
          "author_url": "",
          "post_date": "10/21/2019 05:24:14",
          "content": "<p><a href=\"/themonologue\">@themonologue</a> Where does it say that NaN value of floor count implies 'ground floor'? I am not able to figure it out. If I see the definition of floor_count:</p>\n\n<blockquote>\n  <p>floor_count - Number of floors of the building</p>\n</blockquote>\n\n<p>Does not it mean that a building with just ground floor (single floored building) should have a count of 1? Am I missing something?</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "651364": "I see a lot of missing values in the following columns:\n- year_built\n- floor_count                     \n- air_temperature                    \n- cloud_coverage                   \n- dew_temperature                   \n- precip_depth_1_hr             \n- sea_level_pressure                \n- wind_direction                    \n- wind_speed         \n\nWhat's the best way to deal with them?",
    "651440": "",
    "651441": "Interesting. Thanks!",
    "653877": "themonologue Where does it say that NaN value of floor count implies 'ground floor'? I am not able to figure it out. If I see the definition of floor_count:\n\n&gt; floor_count - Number of floors of the building\n\nDoes not it mean that a building with just ground floor (single floored building) should have a count of 1? Am I missing something?"
  },
  "source": "meta"
}