{
  "id": 438540,
  "title": "Extra onset rows in series_id",
  "url": "/competitions/child-mind-institute-detect-sleep-states/discussion/438540",
  "author_name": "cRIsPy_english",
  "post_date": "2023-09-11T16:31:48.498000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Among the 37 clean series that do not contain any null values, I observed that the series_id  \"c6788e579967\" and \"655f19eabf1e\" had additional onset rows. These surplus onset rows were making it difficult to the detect sleep cycles. I exlcuded these specific indexes. <br>\n<a href=\"https://www.kaggle.com/code/heymihir/cmi-cleaning-eda-visualizations\" target=\"_blank\">Implementation</a></p>\n<p><strong>Before :</strong> </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F4ba11d6a14fc47713f690ccccb7d1e3b%2FScreenshot%202023-09-11%20215252.png?generation=1694449525711570&amp;alt=media\" alt=\"\"></p>\n<p><strong>After :</strong></p>\n<pre><code>df.drop(,inplace=)\n\ndf.drop(,inplace=)\n</code></pre>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F8398ea9f85b2193151543a8fe7fc8860%2FScreenshot%202023-09-11%20215658.png?generation=1694449637450713&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": 2433521,
      "postDate": "2023-09-11T16:31:48.500Z",
      "content": "<p>Among the 37 clean series that do not contain any null values, I observed that the series_id  \"c6788e579967\" and \"655f19eabf1e\" had additional onset rows. These surplus onset rows were making it difficult to the detect sleep cycles. I exlcuded these specific indexes. <br>\n<a href=\"https://www.kaggle.com/code/heymihir/cmi-cleaning-eda-visualizations\" target=\"_blank\">Implementation</a></p>\n<p><strong>Before :</strong> </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F4ba11d6a14fc47713f690ccccb7d1e3b%2FScreenshot%202023-09-11%20215252.png?generation=1694449525711570&amp;alt=media\" alt=\"\"></p>\n<p><strong>After :</strong></p>\n<pre><code>df.drop(,inplace=)\n\ndf.drop(,inplace=)\n</code></pre>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F8398ea9f85b2193151543a8fe7fc8860%2FScreenshot%202023-09-11%20215658.png?generation=1694449637450713&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Among the 37 clean series that do not contain any null values, I observed that the series_id  \"c6788e579967\" and \"655f19eabf1e\" had additional onset rows. These surplus onset rows were making it difficult to the detect sleep cycles. I exlcuded these specific indexes. \n[Implementation](https://www.kaggle.com/code/heymihir/cmi-cleaning-eda-visualizations)\n\n**Before :** \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F4ba11d6a14fc47713f690ccccb7d1e3b%2FScreenshot%202023-09-11%20215252.png?generation=1694449525711570&alt=media)\n\n**After :**\n```python\ndf.drop(5918484,inplace=True)\n\ndf.drop(12168012,inplace=True)\n\n```\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F8398ea9f85b2193151543a8fe7fc8860%2FScreenshot%202023-09-11%20215658.png?generation=1694449637450713&alt=media)\n\n"
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2433521": "Among the 37 clean series that do not contain any null values, I observed that the series_id  \"c6788e579967\" and \"655f19eabf1e\" had additional onset rows. These surplus onset rows were making it difficult to the detect sleep cycles. I exlcuded these specific indexes. \n[Implementation](https://www.kaggle.com/code/heymihir/cmi-cleaning-eda-visualizations)\n\n**Before :** \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F4ba11d6a14fc47713f690ccccb7d1e3b%2FScreenshot%202023-09-11%20215252.png?generation=1694449525711570&alt=media)\n\n**After :**\n```python\ndf.drop(5918484,inplace=True)\n\ndf.drop(12168012,inplace=True)\n\n```\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F5826739%2F8398ea9f85b2193151543a8fe7fc8860%2FScreenshot%202023-09-11%20215658.png?generation=1694449637450713&alt=media)\n\n"
  }
}