Datasets:
metadata
license: cc-by-sa-4.0
task_categories:
- text-classification
- text-generation
- zero-shot-classification
language:
- en
tags:
- trustpilot
- reviews
- user-generated-content
- sentiment-analysis
- brand-monitoring
- english
- csv
- json
- opinion-mining
- customer-feedback
- business-reviews
- nlp-dataset
- user-generated-data
size_categories:
- 10K<n<100K
Trustpilot Reviews Dataset – 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.
🗂️ Dataset Overview
- Source: Trustpilot
- Total Records: 20,000
- Language: English
- Industries: E-commerce, SaaS, Travel, Finance, Education, and more
- Use Case: NLP tasks such as sentiment analysis, opinion mining, brand monitoring, and more
📁 Data Fields
Each entry in the dataset includes the following fields:
| Field | Description |
|---|---|
review_text |
Full text of the review |
review_date |
Date of the review (ISO format) |
website |
Company website |
Compant name |
Company name |
reviewed_at |
Review Date |
rating |
Integer rating (1–5 scale) |
🎯 Use Cases
- Sentiment classification
- Aspect-based sentiment analysis
- Brand and product monitoring
- Fine-tuning transformer models on real-world opinion data
- LLM training, zero-shot classification, and text summarization
📦 Format & Access
- Formats: CSV
- Size: ~3–4 MB (compressed)
- License: Publicly available review content, provided under fair use for research and educational purposes.
🔗 Related Resources
This dataset is part of a broader collection of review datasets maintained by Crawl Feeds.
👉 For access to larger or more diverse reviews datasets, visit:
https://crawlfeeds.com/reviews-datasets