Amazon Customer Review Sentences with Helpfulness Scores

Sentences extracted from Amazon customer reviews, each labeled with a helpfulness score. The dataset is sourced from a public AWS registry and was last updated in June 2022.

Use Cases

• Train a model to predict the helpfulness score of a review sentence using text features.
• Analyze linguistic patterns in review sentences associated with high helpfulness scores.
• Build a text classifier to filter or rank review sentences based on their helpfulness label.

Strengths

• Data is sourced from a public AWS registry, providing a known origin.
• Includes a specific helpfulness score label for each sentence, enabling supervised learning.

Limitations

• The total number of rows, columns, and sample data are unknown, limiting assessment of scale and features.
• The dataset's age (last updated 2022) may not reflect current review trends or language use.

Provenance

Source

https://registry.opendata.aws/helpful-sentences-from-reviews/

Collection Method

Sentences extracted from customer reviews.

Freshness

Last updated on 2022-06-07.