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@esmitt
Last active October 14, 2020 15:37
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Prints statistics over an array of numbers using describe function from scipy and numpy range of values function (ptp)
from scipy.stats import describe
import numpy as np
# arr_values is a numpy array
def print_stats(arr_values: np.array) -> None:
stats = describe(arr_values)
print(f'min: {stats.minmax[0]:.5f}, max: {stats.minmax[1]:.4f}')
print(f'mean: {stats.mean:.5f}')
print(f'standard: {np.std(arr_values):.5f}')
print(f'variance: {stats.variance:.5f}')
print(f'skewness: {stats.skewness:.5f}')
print(f'kurtosis: {stats.kurtosis:.5f}')
print(f'range: {np.ptp(arr_values):.4f}')
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