Wine Review Dataset

Download over 280,000 rows of review, winery, grape, and location.

Use Cases: Predict Wine Variety Using Data

Train your ML model to predict wine variety using data from the WineEnhusiast website. The wine review dataset can teach your ML model how to identify wine based on a sommerlier description.

Dataset Size

3 files | 280k rows | 53 MB

Application Field

NLP

Dataset Structure

Points Title Description Taster_name Taster_twitter_handle Price Variety Region_1 Region_2 Province Country Winery

Wine Review Dataset Description

This wine review analysis can be used for sentiment analysis and other NLP tasks. A good use case would be to train a model to recognize the variety and winery based on the description alone. The data was scraped on June 15th, 2017. Feel free to analyze wine reviews for your ML model.

The wine review analysis dataset includes 3 files:

winemag-data-130k-v2.csv

Includes 10 columns and 130,000 lines of wine reviews

winemag-data_first150k.csv

Includes 10 columns and 150,000 lines of wine reviews.

winemag-data-130k-v2.json

Includes 6919 nodes of wine reviews.

This dataset was compiled by Zack Thoutt according to the CC BY-NC-SA 4.0 DEED license.

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