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Utilize Scikit - learn's train _ test _ split function, employing the apartments _ features and price _ target variables, to partition the data into

Utilize Scikit-learn's train_test_split function, employing the apartments_features and price_target variables, to partition the data into a training set and a test set. Allocate 80% of the instances for training and 20% for testing. Set the random_state to 42 to ensure reproducibility of our results. Assign the resulting DataFrames the following names: X_train, X_test, y_train, and y_test.

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