Flip.kz Product Reviews, 431K Customer Ratings

431,000 customer reviews span over 28,000 products on the Flip.kz e-commerce platform. The dataset likely contains textual feedback and ratings for a wide variety of goods. Its source and collection method are not specified in the available metadata.

Use Cases

• Train sentiment analysis models based on customer review text.
• Analyze product rating distributions across a large catalog of items.
• Build recommendation systems based on aggregated customer feedback.
• Study review volume and engagement across different product categories.

Strengths

• Contains over 431,000 individual customer reviews.
• Covers a broad catalog of more than 28,000 distinct products.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.
• Data may reflect geographic or platform bias inherent to a single e-commerce source.

Provenance

Source

Flip.kz e-commerce platform.