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Description
897,000 images of wine labels and 824,000 wine reviews curated from the Vivino platform. The dataset includes over 350,000 unique vintages annotated with year, region, rating, alcohol percentage, price, and grape composition. A subset includes fine-grained flavor annotations from a tasting experiment with 256 participants.
Use Cases
Train image classification models to identify wines based on label images.
Analyze relationships between wine attributes like price, region, and user ratings.
Develop multimodal recommendation systems using combined visual and textual data.
Study flavor perception and similarity through the provided tasting experiment annotations.
Strengths
Large scale with 897,000 images and 824,000 text reviews.
Includes over 350,000 unique vintages with multiple structured annotations.
Contains a subset with specialized flavor annotations from a controlled tasting experiment.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count for the annotated subset is unknown, which may limit suitability assessment.
Data may reflect geographic or user bias inherent to the Vivino platform.
Provenance
Source
Vivino platform.
Collection Method
Curated from the Vivino platform; a subset annotated via a wine-tasting experiment with 256 participants.
Freshness
Last updated 2025-02-13 22:37:34; freshness should be verified.
License is unknown; terms of use must be verified before commercial application.