Data Science, Factor Analysis, Data, Machine Learning, Statistics.
represent a smaller version of your dataset is a complex topic in of itself. It’s called Factor Analysis, because we can also refer to components as factors. The traditional methods for picking factors include: Kaiser criterion Explained variance Scree plot Kaiser criterion With the Kaiser