{
  "id": 296531,
  "title": "Recommended methods for exploratory data analysis on this dataset?",
  "url": "/competitions/tensorflow-great-barrier-reef/discussion/296531",
  "author_name": "",
  "post_date": "2021-12-22T05:57:06.818124600Z",
  "votes": 6,
  "comment_count": 1,
  "views": 0,
  "content": "<p>What are the recommended methods for EDA on this dataset? </p>\n<p>I have listed the EDA examples in the code share.</p>\n<p>Is there any other methods to be applicable on this dataset?</p>\n<p>If you share it, it would be appreciated. </p>\n<p>List of shared EDA examples</p>\n<ol>\n<li><a href=\"https://www.kaggle.com/yoshikuwano/eda-non-annotated-starfish\" target=\"_blank\">eda-non-annotated-starfish</a> &gt; No. of bbox per image, Video Visualization, Missing Annotation</li>\n<li><a href=\"https://www.kaggle.com/kartik2khandelwal/data-analysis-and-prediction\" target=\"_blank\">data-analysis-and-prediction</a> &gt; No. of bbox per image, </li>\n<li><a href=\"https://www.kaggle.com/werooring/basic-eda-starter-for-everyone\" target=\"_blank\">Basic EDA Starter for Everyone !!</a> &gt; No. of bbox per image, Video Visualization, Corrupted data</li>\n<li><a href=\"https://www.kaggle.com/shanmukh05/protect-great-barrier-reef-eda-w-b\" target=\"_blank\">Protect Great Barrier Reef : EDA (W&amp;B)</a> &gt; Location of Star Fish, Size of Star Fish, Count of Star Fish, Sample Images with Bounding Boxes</li>\n<li><a href=\"https://www.kaggle.com/get2jawa/great-barrier-reefs-basic-simple-eda\" target=\"_blank\">Great Barrier Reefs - Basic &amp; Simple EDA</a> &gt; distribution of number of starfishes</li>\n<li><a href=\"https://www.kaggle.com/alibaba19/initial-eda-great-barrier-reef-starfish\" target=\"_blank\">Initial EDA -- Great Barrier Reef - Starfish</a></li>\n<li><a href=\"https://www.kaggle.com/mnephisto/basic-data-exploration-image-visualizer\" target=\"_blank\">Basic Data Exploration / Image Visualizer</a> &gt; annotations distribution, image visualization </li>\n</ol>",
  "messages": [
    {
      "id": "1625751",
      "postDate": "12/22/2021 05:57:06",
      "content": "<p>What are the recommended methods for EDA on this dataset? </p>\n<p>I have listed the EDA examples in the code share.</p>\n<p>Is there any other methods to be applicable on this dataset?</p>\n<p>If you share it, it would be appreciated. </p>\n<p>List of shared EDA examples</p>\n<ol>\n<li><a href=\"https://www.kaggle.com/yoshikuwano/eda-non-annotated-starfish\" target=\"_blank\">eda-non-annotated-starfish</a> &gt; No. of bbox per image, Video Visualization, Missing Annotation</li>\n<li><a href=\"https://www.kaggle.com/kartik2khandelwal/data-analysis-and-prediction\" target=\"_blank\">data-analysis-and-prediction</a> &gt; No. of bbox per image, </li>\n<li><a href=\"https://www.kaggle.com/werooring/basic-eda-starter-for-everyone\" target=\"_blank\">Basic EDA Starter for Everyone !!</a> &gt; No. of bbox per image, Video Visualization, Corrupted data</li>\n<li><a href=\"https://www.kaggle.com/shanmukh05/protect-great-barrier-reef-eda-w-b\" target=\"_blank\">Protect Great Barrier Reef : EDA (W&amp;B)</a> &gt; Location of Star Fish, Size of Star Fish, Count of Star Fish, Sample Images with Bounding Boxes</li>\n<li><a href=\"https://www.kaggle.com/get2jawa/great-barrier-reefs-basic-simple-eda\" target=\"_blank\">Great Barrier Reefs - Basic &amp; Simple EDA</a> &gt; distribution of number of starfishes</li>\n<li><a href=\"https://www.kaggle.com/alibaba19/initial-eda-great-barrier-reef-starfish\" target=\"_blank\">Initial EDA -- Great Barrier Reef - Starfish</a></li>\n<li><a href=\"https://www.kaggle.com/mnephisto/basic-data-exploration-image-visualizer\" target=\"_blank\">Basic Data Exploration / Image Visualizer</a> &gt; annotations distribution, image visualization </li>\n</ol>",
      "rawMarkdown": "What are the recommended methods for EDA on this dataset? \n\nI have listed the EDA examples in the code share.\n\nIs there any other methods to be applicable on this dataset?\n\nIf you share it, it would be appreciated. \n\nList of shared EDA examples\n1. [eda-non-annotated-starfish](https://www.kaggle.com/yoshikuwano/eda-non-annotated-starfish) > No. of bbox per image, Video Visualization, Missing Annotation\n2. [data-analysis-and-prediction](https://www.kaggle.com/kartik2khandelwal/data-analysis-and-prediction) > No. of bbox per image, \n3. [Basic EDA Starter for Everyone !!](https://www.kaggle.com/werooring/basic-eda-starter-for-everyone) > No. of bbox per image, Video Visualization, Corrupted data\n4. [Protect Great Barrier Reef : EDA (W&B)](https://www.kaggle.com/shanmukh05/protect-great-barrier-reef-eda-w-b) > Location of Star Fish, Size of Star Fish, Count of Star Fish, Sample Images with Bounding Boxes\n5. [Great Barrier Reefs - Basic & Simple EDA](https://www.kaggle.com/get2jawa/great-barrier-reefs-basic-simple-eda) > distribution of number of starfishes\n6. [Initial EDA -- Great Barrier Reef - Starfish](https://www.kaggle.com/alibaba19/initial-eda-great-barrier-reef-starfish)\n7. [Basic Data Exploration / Image Visualizer](https://www.kaggle.com/mnephisto/basic-data-exploration-image-visualizer) > annotations distribution, image visualization",
      "votes": null
    },
    {
      "id": "1627012",
      "postDate": "12/23/2021 12:32:24",
      "content": "<p>Thanks for the list!</p>",
      "rawMarkdown": "Thanks for the list!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1627012,
      "author_name": "susnato",
      "author_url": "",
      "post_date": "12/23/2021 12:32:24",
      "content": "<p>Thanks for the list!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1625751": "What are the recommended methods for EDA on this dataset? \n\nI have listed the EDA examples in the code share.\n\nIs there any other methods to be applicable on this dataset?\n\nIf you share it, it would be appreciated. \n\nList of shared EDA examples\n1. [eda-non-annotated-starfish](https://www.kaggle.com/yoshikuwano/eda-non-annotated-starfish) > No. of bbox per image, Video Visualization, Missing Annotation\n2. [data-analysis-and-prediction](https://www.kaggle.com/kartik2khandelwal/data-analysis-and-prediction) > No. of bbox per image, \n3. [Basic EDA Starter for Everyone !!](https://www.kaggle.com/werooring/basic-eda-starter-for-everyone) > No. of bbox per image, Video Visualization, Corrupted data\n4. [Protect Great Barrier Reef : EDA (W&B)](https://www.kaggle.com/shanmukh05/protect-great-barrier-reef-eda-w-b) > Location of Star Fish, Size of Star Fish, Count of Star Fish, Sample Images with Bounding Boxes\n5. [Great Barrier Reefs - Basic & Simple EDA](https://www.kaggle.com/get2jawa/great-barrier-reefs-basic-simple-eda) > distribution of number of starfishes\n6. [Initial EDA -- Great Barrier Reef - Starfish](https://www.kaggle.com/alibaba19/initial-eda-great-barrier-reef-starfish)\n7. [Basic Data Exploration / Image Visualizer](https://www.kaggle.com/mnephisto/basic-data-exploration-image-visualizer) > annotations distribution, image visualization",
    "1627012": "Thanks for the list!"
  },
  "source": "meta"
}