from skmultiflow.drift_detection import ADWIN adwin = ADWIN() data_stream=[] data_stream = np.concatenate((original_df['Credit_History_Age'],new_df3['Credit_History_Age'])) # Add stream elements to ADWIN and verify if drift occurred for i in range(len(data_stream)): adwin.add_element(data_stream[i]) if adwin.detected_change(): print('Change detected at index {}'.format(i)) adwin.reset()