Grapevine Plots
A celebration of wine through data exploration
A celebration of wine through data exploration
April 16, 2021 π 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, RosΓ© 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.
GitHub LinkedInFebruary 8, 2021 π I report on the results of exploratory data analysis on Wine Spectator's Top 100 Wine lists from 1988 to 2020.
GitHub LinkedInDecember 24, 2020 π 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.
GitHub LinkedInDecember 9, 2020 π 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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