Beauty Reviews Datasets
Authentic customer reviews and ratings for thousands of beauty products.
Overview
Our reviews datasets provide real customer feedback and ratings collected from major beauty retailers. These datasets are ideal for sentiment analysis, consumer insights, NLP training, and understanding product performance. All data is clean, structured, and ready for immediate analysis.
Data Points Included
Review Content
- Review title
- Full review text
- Overall rating (1-5 stars)
- Review date
- Review ID (unique)
- Helpfulness votes
Reviewer Information
- Reviewer username
- Verified purchase status
- Reviewer profile URL
- Review response count
- Reviewer badges
Product Context
- Product name
- Product URL
- Product brand
- Product category
- Source website
- Collection timestamp
Data Format
File Format: CSV (Comma-separated values)
Encoding: UTF-8
Data Quality: Deduplicated, Validated, Cleaned
Column Headers: Clear, descriptive names
Compatible With: Excel, Google Sheets, Python, R, SQL, any NLP tool
Download Access: Valid for 90 days after purchase
Use Cases
Sentiment Analysis
Understand customer satisfaction levels, identify pain points, track sentiment trends over time, and measure brand perception.
Product Insights
Learn what customers love or dislike, identify common product issues, discover feature requests, and understand usage patterns.
Consumer Research
Understand buying behavior, identify decision factors, analyze demographic preferences, and study purchase patterns.
NLP & Machine Learning
Train sentiment classification models, topic modeling, text summarization, and natural language understanding systems.
Brand Monitoring
Track your brand reputation, monitor competitor feedback, identify emerging trends, and respond to customer concerns.
Quality Assurance
Spot product defects, identify ingredient concerns, find packaging issues, and track quality improvements.
Current Statistics
Available Datasets
2
Covered Websites
2
Total Products
510,000
Last Updated
November
2025
Available Websites
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