tfidf - Kaylin Pavlik

Exploring the Relationship Between Dog Names and Breeds

Kaylin Pavlik on R, tidytext, tfidf, clustering, hclust | 11 Apr 2018

How much does breed influence a dog's name? Do you meet more Beagles than Bulldogs named "Bailey"? Fewer Pugs and more Dachshunds named "Nathan"? The physical characteristics and personality traits associated with each breed probably make a bigger impact on your dog's…

Tidy Text Mining Beer Reviews

Kaylin Pavlik on R, tidytext, clustering, classification, correlation, tfidf, knn, dataviz | 23 Jan 2018

Craft beer is a huge market. Beer reviews from fellow beer drinkers help customers navigate it. From 2013 to 2016, the craft beer industry nearly doubled in value from $14.3 [https://www.brewersassociation.org/press-releases/2013-craft-beer-data-infographic/] to $23.5 billion [https://www.brewersassociation.org/statistics/national-beer-sales-production-data/] . The number of…