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import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd
from scipy.stats import ttest_1samp, mannwhitneyu, shapiro, norm, t, kstest, shapiro
from statsmodels.stats.power import TTestIndPower
from statsmodels.stats import proportion
import plotly.express as px
import math
import statsmodels.stats.power as smp