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min_max_scaler.fit_transform(df) C. Choosing the Right Scaling Method Standardization is generally preferred for PCA because PCA is sensitive to the variances of the initial variables, and standardization makes the variances comparable. Min-Max Scaling can be more suitable when you need to preserve