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missing values based on similar data points. It’s a bit more complex but can be more accurate. from sklearn.impute import KNNImputer imputer = KNNImputer(n_neighbors=5) df_filled = imputer.fit_transform(df) Model-Based Imputation: You can train a machine learning model (like a regression model) to