Python Statistic Examples

stats.py

import pandas as pd
import numpy as np

df = pd.DataFrame(data =[7, 16, 12, 51, 10, 81, 1, 16, 9, 11, 16])
list = [7, 16, 12, 51, 10, 81, 1, 16, 9, 11, 16]

data = np.array([14, 19, 20, 22, 24, 26, 27, 30, 30, 31, 36, 38, 44, 47])

q3, q1 = np.percentile(data, [75 ,25])
iqr = q3 - q1

list.sort()
print(list)

mean = df.mean()
mode = df.mode()
median = df.mean()

print("mean: ", mean)

print("mode: ", mode.values)

print("median: ", int(median))

print("irq: ", int(iqr))