Machine Learning

Using machine learning and natural language processing methods applied to novel big data of establishment reviews, and with a discrete choice model, I analyze whether the everyday consumption and mobility patterns of Polish natives shift with Ukrainian migrant arrival, away from local neighborhoods where the likelihood of migrant exposure is the highest.