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After collecting data about the things people like, you need a way to determine how similar people are in their tastes. You do this by comparing each person with every other person and calculating a similarity score. There are a few ways to do this, and in this section I'll show you two systems for calculating similarity scores: Euclidean distance and Pearson correlation.