Data Science, Unsupervised Learning, NLP, Recipe, Towards Data Science.
Tokenization to split the ingredients into a list of words Removing stop words and other frequently occurring words (e.g., salt, pepper, water) Stemming by dropping plural forms of words and other suffixes Bag-of-words processing to create a sparse matrix consisting of all the words in the