Create a predictive model to identify wines through blind tasting like a master sommelier

Inspiration

This dataset offers some great opportunities for sentiment analysis and other text related predictive models. The goal is to create a model that can identify the variety, winery, and location of a wine based on a description.

Content

This dataset contains three files:

1. winemag-data-130k-v2.csv contains 10 columns and 130k rows of wine reviews.

2. winemag-data_first150k.csv contains 10 columns and 150k rows of wine reviews.

3. winemag-data-130k-v2.json contains 6919 nodes of wine reviews.

Here is a link to the dataset