BK: Data mining, Chapter 2 - getting to know your data
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Why: real-world data are typically noisy, enormous in volume, and may originate from a hodgepodge of heterogeneous sources.
mean; median; mode(most common value); distribution;
Knowing such basic statistics regarding each attribute makes it easier to fill in missing values, smooth noisy values, and spot outliers during data preprocessing.
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