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crawlfeeds/Trustpilot-Reviews-Dataset-20K-Sample

Trustpilot Reviews Dataset โ€“ 20K Sample This dataset contains a curated sample of 20,000 English-language user reviews sourced exclusively from Trustpilot.com. It is a representative subset of our larger collection containing over 1 million Trustpilot reviews across various industries and companies. ๐Ÿ—‚๏ธ Dataset Overview Source: Trustpilot Total Records: 20,000 Language: English Industries: E-commerce, SaaS, Travel, Finance, Education, and more Use Case:โ€ฆ See the full description on the dataset page: https://huggingface.co/datasets/crawlfeeds/Trustpilot-Reviews-Dataset-20K-Sample.

sourceHugging Facecc-by-sa-4.0updated 6mo agoView on Hugging Face
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Trustpilot Reviews Dataset โ€“ 20K Sample

This dataset contains a curated sample of 20,000 English-language user reviews sourced exclusively from Trustpilot.com. It is a representative subset of our larger collection containing over 1 million Trustpilot reviews across various industries and companies.

๐Ÿ—‚๏ธ Dataset Overview

  • โ€”Source: Trustpilot
  • โ€”Total Records: 20,000
  • โ€”Language: English
  • โ€”Industries: E-commerce, SaaS, Travel, Finance, Education, and more
  • โ€”Use Case: NLP tasks such as sentiment analysis, opinion mining, brand monitoring, and more

๐Ÿ“ Data Fields

Each entry in the dataset includes the following fields:

FieldDescription
review_textFull text of the review
review_dateDate of the review (ISO format)
websiteCompany website
Company nameCompany name
reviewed_atReview Date
ratingInteger rating (1โ€“5 scale)

๐ŸŽฏ Use Cases

  • โ€”Sentiment classification
  • โ€”Aspect-based sentiment analysis
  • โ€”Brand and product monitoring
  • โ€”Fine-tuning transformer models on real-world opinion data
  • โ€”LLM training, zero-shot classification, and text summarization

๐Ÿ“ฆ Format & Access

  • โ€”Formats: CSV
  • โ€”Size: ~3โ€“4 MB (compressed)
  • โ€”License: Publicly available review content, provided under fair use for research and educational purposes.

๐Ÿ”— Related Resources

This dataset is part of a broader collection of review datasets maintained by Crawl Feeds.

๐Ÿ‘‰ For access to larger or more diverse reviews datasets, visit: [https://crawlfeeds.com/reviews-datasets](https://crawlfeeds.com/reviews-datasets) Subimt request at Crawl Feeds Trustpilot data