two sample t test.py

from scipy.stats import ttest_ind
import numpy as np
order_value_control_group=[32, 34, 29, 22, 39, 38, 37, 38, 36, 30, 26, 22, 22]
order_value_experimental_group=[40, 39, 30, 22, 39, 38, 37, 38, 36, 50, 26, 22, 49]
AOV_control_group=int(np.mean(order_value_control_group))
AOV_experimental_group=int(np.mean(order_value_experimental_group))
print('Average Order Value of Control Group: $', AOV_control_group)
print('Average Order Value of Experiment Group: $', AOV_experimental_group)
tscore, pval=ttest_ind(order_value_control_group, order_value_experimental_group)
print('t-score:', round(tscore,3))
print('p value:', round(pval,3))
#[Output]:
# Average Order Value of Control Group: $ 31
# Average Order Value of Experiment Group: $ 35
# t-score: -1.544
# p value: 0.136