Data Science, Unsupervised Learning, NLP, Recipe, Towards Data Science.
All other columns were ignored. Text Data Processing and Machine Learning Workflow Since the data consisted of text only, it was necessary to implement a number of preprocessing steps using NLP techniques. These steps are as follows: Hyphenating certain ingredients (e.g., olive-oil, corn-starch)