Geometric Mean in Python
import numpy as np from scipy.stats import gmean Example 1 Manual
data = [4, 7, 3, 8, 2, 1, 5] n = len(data) product = 1 for x in data: product *= x geometric_mean = product ** (1/n) print(geometric_mean) 
Example 2 Numpy
product_np = np.prod(data) result_numpy = np.power(product_np, 1/n) print(result_numpy) 
Example 3 Scipy
result_scipy = gmean(data) print(result_scipy) 
Example 4 Scipy Percentages Growth Rate
Growth Rate
percentages = [10, 15, 20, -5] decimal_values = [(1 + p / 100) for p in percentages] geometric_mean_decimal = gmean(decimal_values) geometric_mean_decimal 
geometric_mean_percentage = (geometric_mean_decimal - 1) * 100 geometric_mean_percentage 
