Perhaps more than any other product, beer evokes the place it was made. Weißbier and Germany, dubbels and Belgium, and … qualitative methods to do so. We introduce a novel data set of regionalized beer recipes, styles, and ingredients collected from a … recipes within a style of beer, and identify which ingredients are most important to certain styles. Along with identifying …