import numpy as np values = np.array([6., 12., 18., 24.]) print(float(np.mean(values)), float(np.median(values))) print(np.percentile(values, [25, 50, 75], method="linear").tolist()) print(np.isclose(np.std(values, ddof=0), np.sqrt(45.)))