Grapevine Plots

A celebration of wine through data exploration

Articles

Wine Classifier App

April 16, 2021 🍇 I walk you through the process to create two text classifier machine learning models -- a neural network and a Support Vector Machine model -- that take an English-language wine review text as input and output one of five wine styles: Dessert & Fortified, Red, Rosé or Rosado, Sparkling, or White. I trained the model on the text of 3,300 wine reviews from Wine Spectator's Top 100 Wine lists from 1988 to 2020.

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Top 100 Wines 1988-2020

February 8, 2021 🍇 I report on the results of exploratory data analysis on Wine Spectator's Top 100 Wine lists from 1988 to 2020.

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Alphabetical Guide to Spain

December 24, 2020 🍇 I report on the results of exploratory data analysis, hypothesis testing, and regression analysis on the Alphabetical Guide to Spain. The list accompanied Thomas Matthew's article Sun and Shadows in the October 15, 2020 issue of Wine Spectator.

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Alphabetical Guide to Washington

December 9, 2020 🍇 I report the results of a of exploratory data analysis on the Alphabetical Guide to Washington. The list accompanied Tim Fish's tasting report in the September 2020 issue of Wine Spectator.

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