{
  "id": 178050,
  "title": "EDA : Not Exploratory Data Analysis ( Easy Data Augmentation)",
  "url": "/competitions/jigsaw-multilingual-toxic-comment-classification/discussion/178050",
  "author_name": "D1nall",
  "post_date": "2020-08-28T11:55:25.197000",
  "votes": 0,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Easy Data Augmentation Shows Data Augmentation Techniques in NLP/Text Data .<br>\nThe Four Text Augmentation Techniques Explained are :</p>\n<p>SR: synonym replacement</p>\n<p>RD: random deletion</p>\n<p>RS: random swap</p>\n<p>RI: random insertion</p>\n<p>This Augmentation Techniques Help for small Datasets</p>\n<p>Kernel Explaining EDA with Examples :</p>\n<p>☝️ <a href=\"https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp\" target=\"_blank\">https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp</a></p>",
  "messages": [
    {
      "id": 988907,
      "postDate": "2020-08-28T11:55:25.197Z",
      "content": "<p>Easy Data Augmentation Shows Data Augmentation Techniques in NLP/Text Data .<br>\nThe Four Text Augmentation Techniques Explained are :</p>\n<p>SR: synonym replacement</p>\n<p>RD: random deletion</p>\n<p>RS: random swap</p>\n<p>RI: random insertion</p>\n<p>This Augmentation Techniques Help for small Datasets</p>\n<p>Kernel Explaining EDA with Examples :</p>\n<p>☝️ <a href=\"https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp\" target=\"_blank\">https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp</a></p>",
      "rawMarkdown": "Easy Data Augmentation Shows Data Augmentation Techniques in NLP/Text Data .\nThe Four Text Augmentation Techniques Explained are :\n\nSR: synonym replacement\n\nRD: random deletion\n\nRS: random swap\n\nRI: random insertion\n\nThis Augmentation Techniques Help for small Datasets\n\nKernel Explaining EDA with Examples :\n\n☝️ https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp"
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "988907": "Easy Data Augmentation Shows Data Augmentation Techniques in NLP/Text Data .\nThe Four Text Augmentation Techniques Explained are :\n\nSR: synonym replacement\n\nRD: random deletion\n\nRS: random swap\n\nRI: random insertion\n\nThis Augmentation Techniques Help for small Datasets\n\nKernel Explaining EDA with Examples :\n\n☝️ https://www.kaggle.com/swarajshinde/eda-data-augmentation-techniques-for-text-nlp"
  }
}