Amazon Customer Review Sentences with Helpfulness Scores

Comprising sentences extracted from Amazon customer reviews, each labeled with a helpfulness score. The dataset is hosted on Hugging Face and was last updated in June 2022.

Use Cases

• Train a text classification model to predict the helpfulness score of review sentences.
• Analyze the relationship between sentence content and its labeled helpfulness score.
• Use the labeled sentences as a benchmark for evaluating natural language processing models on helpfulness prediction tasks.

Strengths

• Data is sourced from a known public repository on AWS Open Data.
• Dataset includes labels (helpfulness scores) for the extracted sentences.
• Last update was recorded on 2022-06-07.

Limitations

• The total number of rows (sentences) is unknown.
• The specific columns and data structure are unknown.
• The dataset's recency may be a limitation for applications requiring the latest review trends.

Provenance

Source

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

Collection Method

Sentences extracted from customer reviews.

Freshness

Last updated 2022-06-07.