{
  "id": 289885,
  "title": "How to complete missing data",
  "url": "/competitions/g-research-crypto-forecasting/discussion/289885",
  "author_name": "",
  "post_date": "2021-11-22T14:05:09.922079800Z",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Each cryptocurrency has missing rows and data.<br>\nWhat is the best way to supplement for these missing values?</p>\n<p>I tried to complete the missing values using the method shown in the \"<a href=\"https://www.kaggle.com/kuboko/crypto-datacomplement-plot?scriptVersionId=80476951&amp;cellId=6\" target=\"_blank\">Crypto DataComplement Plot</a>\".</p>\n<ol>\n<li>ReIndex and use forward fill to fill in the missing values in the forward direction.</li>\n<li>Linear interpolation is performed for 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', 'VWAP'.</li>\n<li>Fill missing values in Target with 0</li>\n<li>Complete 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', and 'VWAP', which were not fully completed above, with average values.</li>\n</ol>\n<p>Let me know what you all think!<br>\nEnjoy your Kaggle Life!</p>",
  "messages": [
    {
      "id": "1591636",
      "postDate": "11/22/2021 14:05:09",
      "content": "<p>Each cryptocurrency has missing rows and data.<br>\nWhat is the best way to supplement for these missing values?</p>\n<p>I tried to complete the missing values using the method shown in the \"<a href=\"https://www.kaggle.com/kuboko/crypto-datacomplement-plot?scriptVersionId=80476951&amp;cellId=6\" target=\"_blank\">Crypto DataComplement Plot</a>\".</p>\n<ol>\n<li>ReIndex and use forward fill to fill in the missing values in the forward direction.</li>\n<li>Linear interpolation is performed for 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', 'VWAP'.</li>\n<li>Fill missing values in Target with 0</li>\n<li>Complete 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', and 'VWAP', which were not fully completed above, with average values.</li>\n</ol>\n<p>Let me know what you all think!<br>\nEnjoy your Kaggle Life!</p>",
      "rawMarkdown": "Each cryptocurrency has missing rows and data.\nWhat is the best way to supplement for these missing values?\n\nI tried to complete the missing values using the method shown in the \"[Crypto DataComplement Plot](https://www.kaggle.com/kuboko/crypto-datacomplement-plot?scriptVersionId=80476951&cellId=6)\".\n1. ReIndex and use forward fill to fill in the missing values in the forward direction.\n2. Linear interpolation is performed for 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', 'VWAP'.\n3. Fill missing values in Target with 0\n4. Complete 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', and 'VWAP', which were not fully completed above, with average values.\n\nLet me know what you all think!\nEnjoy your Kaggle Life!",
      "votes": null
    },
    {
      "id": "1637551",
      "postDate": "01/04/2022 02:13:27",
      "content": "<p>Hey <a href=\"https://www.kaggle.com/kuboko\" target=\"_blank\">@kuboko</a> , that sounds great!!</p>\n<p>Do you have have a Notebook that shows your work in populating the missing data? Would be really interested!</p>\n<p>Thanks!</p>",
      "rawMarkdown": "Hey @kuboko , that sounds great!!\n\nDo you have have a Notebook that shows your work in populating the missing data? Would be really interested!\n\nThanks!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1637551,
      "author_name": "vweimer",
      "author_url": "",
      "post_date": "01/04/2022 02:13:27",
      "content": "<p>Hey <a href=\"https://www.kaggle.com/kuboko\" target=\"_blank\">@kuboko</a> , that sounds great!!</p>\n<p>Do you have have a Notebook that shows your work in populating the missing data? Would be really interested!</p>\n<p>Thanks!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1591636": "Each cryptocurrency has missing rows and data.\nWhat is the best way to supplement for these missing values?\n\nI tried to complete the missing values using the method shown in the \"[Crypto DataComplement Plot](https://www.kaggle.com/kuboko/crypto-datacomplement-plot?scriptVersionId=80476951&cellId=6)\".\n1. ReIndex and use forward fill to fill in the missing values in the forward direction.\n2. Linear interpolation is performed for 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', 'VWAP'.\n3. Fill missing values in Target with 0\n4. Complete 'Count', 'Open', 'High', 'Low', 'Close', 'Volume', and 'VWAP', which were not fully completed above, with average values.\n\nLet me know what you all think!\nEnjoy your Kaggle Life!",
    "1637551": "Hey @kuboko , that sounds great!!\n\nDo you have have a Notebook that shows your work in populating the missing data? Would be really interested!\n\nThanks!"
  },
  "source": "meta"
}