how to plot sns.boxplot with mean instead of median in python

main.py
import seaborn as sns
import matplotlib.pyplot as plt

# Load example dataset
tips = sns.load_dataset("tips")

# Define the boxplot function with mean instead of median
def boxplot_mean(data, y, x, **kwargs):
    ax = sns.boxplot(data=data, y=y, x=x, **kwargs)
    # Calculate mean values
    means = data.groupby(x)[y].mean()
    for xtick in ax.get_xticks():
        ax.text(xtick, means[xtick], f"{means[xtick]:.2f}", 
                horizontalalignment='center', color='w', weight='bold')

# Plot the boxplot with mean
boxplot_mean(data=tips, y='total_bill', x='day')

# Show the plot
plt.show()
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