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Nadena123/youtube-comments-consent-based-nlp-nadena

tags: - youtube - nlp - sentiment-analysis - social-media - consent - text-classification YouTube Comments Dataset — Consent-Based NLP Collection (Nadena) Dataset Description This dataset contains anonymized YouTube comment histories collected directly from verified contributors via Google Takeout. Every contributor signed a documented consent agreement before any data was exported or used. All personally identifiable information has been removed… See the full description on the dataset page: https://huggingface.co/datasets/Nadena123/youtube-comments-consent-based-nlp-nadena.

sourceHugging Facecc-by-nc-4.0updated 6mo agoView on Hugging Face
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tags:

  • —youtube
  • —nlp
  • —sentiment-analysis
  • —social-media
  • —consent
  • —text-classification ---

YouTube Comments Dataset — Consent-Based NLP Collection (Nadena)

Dataset Description

This dataset contains anonymized YouTube comment histories collected directly from verified contributors via Google Takeout. Every contributor signed a documented consent agreement before any data was exported or used. All personally identifiable information has been removed and replaced with anonymous USER_XXX identifiers.

What makes this dataset unique

Unlike scraped YouTube datasets, every record in this dataset has documented contributor consent — making it suitable for IRB-compliant academic research and publishable studies.

Columns

  • —user_id — Anonymous contributor identifier (USER001, USER002 etc.)
  • —comment_text — Full text of the YouTube comment
  • —timestamp — Date and time the comment was posted
  • —video_id — Anonymized video reference
  • —content_category — Content type of the video commented on
  • —like_count — Number of likes the comment received
  • —consent_verified — Whether contributor signed consent agreement (always TRUE)
  • —anonymization_method — Process used to remove identifiers

Licensing

This sample is available under CC BY-NC 4.0. For commercial licensing of the full dataset contact: judarifi@gmail.com

Full dataset

The full dataset contains data from real verified contributors with documented consent records available for review. For licensing inquiries contact: judarifi@gmail.com