Wine Enthusiast Reviews from 2017 to 2020

All wine reviews from winemag.com for the years 2017 through 2020. The data was updated via a scraper, with duplicates cleared and vintage information parsed from the title. NV in the data indicates non-vintage wines.

Use Cases

• Train sentiment analysis models based on review text.
• Analyze trends in wine ratings and vintages over a four-year period.
• Build recommendation systems based on wine review features.
• Study the relationship between wine descriptions and their ratings.

Strengths

• Data covers a specific four-year time range from 2017 to 2020.
• Duplicates have been cleared, which suggests a focus on data quality.
• Vintage information is parsed from the title, adding a structured feature.

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

winemag.com

Collection Method

Scraped and updated from an original Kaggle dataset.

Time Range

2017-2020