Amazon Halloween Costume Reviews with User Text and Scores, November 2020

User reviews for popular Halloween costumes sold on Amazon as of November 2020. The dataset includes review text, titles, scores, publishing dates, and reviewer locations. It is provided under a CC0-1.0 license and is intended as an exercise for text preprocessing and feature extraction.

Use Cases

• Perform sentiment analysis based on review text and associated scores.
• Analyze consumer feedback trends for Halloween products based on review content and dates.
• Practice text preprocessing and feature engineering based on raw, unprocessed review text.
• Explore geographic patterns in product feedback based on reviewer location data.

Strengths

• Contains raw, unprocessed text data suitable for NLP practice.
• Includes multiple data points per review: text, title, score, date, and location.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Amazon website.

Collection Method

Likely scraped or collected from public Amazon product pages.

Time Range

Data reflects reviews as of November 2020.

Geography

Reviewer locations are included, but the overall geographic scope is unspecified.