Wine Reviews with Tasting Descriptions and Origin Features

Wine reviews from sommeliers, likely containing text descriptions for tasting notes and structured features like price and country of origin. The dataset was originally collected from WineEnthusiast and compiled by authors Xingjian Shi, Jonas Mueller, Nick Erickson, Mu Li, and Alexander J. Smola for a benchmarking paper on multimodal AutoML.

Use Cases

• Classify wine varieties based on sommelier tasting descriptions.
• Analyze the relationship between price and perceived quality from reviews.
• Predict wine characteristics using categorical features like country of origin.

Strengths

• Includes both text descriptions from experts and structured features like price.
• Sourced from a known wine publication, WineEnthusiast.
• Used in a published academic benchmarking paper.

Limitations

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

Provenance

Source

WineEnthusiast via Kaggle

Collection Method

Collected from wine reviews published by WineEnthusiast.

Time Range

unknown

Freshness

unknown

Geography

unknown