Amazon Shoe Reviews from HuggingFace

Amazon Shoe Reviews is a text dataset containing user feedback on footwear products, hosted on the HuggingFace platform. The dataset was contributed by user 'pjain' and was last updated in June 2022.

Use Cases

• Analyze review_text sentiment to classify shoe ratings.
• Extract product features from review_text to identify common pros and cons.
• Train models to predict review helpfulness votes based on review_text content.
• Perform topic modeling on review_text to discover prevalent consumer concerns.

Strengths

• Dataset is hosted on HuggingFace, a major platform for machine learning data.
• Contains text modality data suitable for NLP tasks.

Limitations

• Unknown row count prevents assessment of dataset scale.
• Unknown column structure limits understanding of available features.
• Data is from 2022 or earlier, potentially lacking recent reviews.

Provenance

Source

Amazon user reviews, sourced via HuggingFace.

Collection Method

Scraped or collected from Amazon platform.

Time Range

null

Freshness

Last updated in June 2022.

Geography

Region 'us' tag suggests United States focus.