This plot shows the relationship between cuisines and clusters of ingredients extracted from recipes. The data is provided in a Kaggle competition by Yummly. I trained ingredient clusters using a statistical topic model. Ingredients in each cluster are shown in descending order by frequency. Some ingredients are common (salt), others are more specific (fish sauce). I averaged over all recipes in each cuisine to find their concentration of the different ingredient clusters.