NLPScore 76

E-commerce Product Reviews

Contributor0x9c0d...1e2f

ListedApr 15, 2026

Purchases89

About this Dataset

Two million product reviews collected from 50 merchandise categories including electronics, clothing, household goods, and beauty. Each review includes star rating, verified-purchase flag, review text, review title, upvote count, and a timestamp. Data spans a 36-month collection window and covers 120,000 unique products. Language detection and basic deduplication was performed, though a minority of near-duplicate and non-English entries remain. Suitable for large-scale opinion mining and recommendation model training.

Validation Report

Quality Analysis

Quality Score76 / 100

Issues

!4% non-English content without language tags
!1.2% suspected near-duplicate reviews across product variants
!Inconsistent date formatting across data sources

Strengths

2M+ scale across 50 diverse categories
Verified purchase labels included
Star rating to text sentiment correlation validated

Category & Use Cases

NLPOpinion Mining & Review Analysis

Recommended Use Cases

Recommendation engine trainingAspect-based sentiment analysisProduct ranking algorithmsFake review detection models

Originality Check

Similarity to Known Datasets24%

Partially overlaps with known public review corpora. Novel category filtering and verified-purchase labeling provide differentiating value.

⚠ Note: Estimated 24% overlap with publicly available e-commerce review datasets. Review the data card before training deduplication-sensitive models.

Access Price

1.5OG

On-Chain Proof

Storage Hash

0x9e1f2a3b…3d4e5f6a

Report Hash

0xc3d4e5f6…b6c7d8e9

View on 0G Explorer

Total Purchases

Apr 15, 2026

Listed