B2W-Reviews01: Over 130,000 E-Commerce Customer Reviews

B2W-Reviews01 is an open corpus of more than 130,000 product reviews collected from the Americanas.com website. The data was gathered between January and May of 2018 and includes reviewer profile information such as gender, age, and geographical location. The corpus was authored by ruanchaves and uploaded to Hugging Face.

Use Cases

• Analyze customer sentiment based on review text and rating scores.
• Model reviewer demographics such as gender and age based on review content and metadata.
• Study geographic patterns in e-commerce feedback based on reviewer location data.
• Train or benchmark text classification models for product review analysis.

Strengths

• Contains more than 130,000 individual customer reviews.
• Includes reviewer profile information such as gender, age, and geographical location.
• Covers a defined five-month period from January to May 2018.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last updated 2023-01-20 18:22:37; freshness should be verified.
• Data may reflect temporal and source bias inherent to a single e-commerce platform in 2018.

Provenance

Source

Americanas.com website

Collection Method

Collected customer reviews

Time Range

January to May 2018

Freshness

Last updated 2023-01-20 18:22:37.

Geography

Likely Brazil, inferred from the source platform.