wine

Create a model to predict wine color from the wine rating description

I recently read an interesting blog post by Julia Silge about creating a supervised machine learning classification model to distinguish text between two different novels. I thought it would be good exercise to create a similar model using the wine dataset I previously used in other blog posts.

Wine Enthusiast magazine wine ratings distribution across US red wine vintages

I thought it would be interesting to plot some data using box plots and then to plot the same data again using a tile grid. Box plots are great to get a quick visual overview of some standard statistical properties of the data.

Build interactive Plotly treemap using Wine Enthusiast magazine data

One thing that struck me while exploring the Wine Enthusiast magazine data for other posts, is that there is so much information in it.