Datasets:
File size: 2,431 Bytes
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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](https://www.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 |
| `Company 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](https://crawlfeeds.com).
👉 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](https://crawlfeeds.com/websites/trustpilot/research_data/company_profiles)
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