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Preparing your data for modeling

The following post is from a class discussion on preparing data for Statistical Modeling I wrote for the Predict-420 class in the Master of Science in Predictive Analytics (MSPA) program at Northwestern University. What does the data look like? Regardless of the type of data, Structure, semi-structured or unstructured, you need to know what kind