I am trying to create a violin plot in seaborn and would like to have the axis revert.
The full code for plotting violin is here 1. For me it would be more useful if I could swap the violin horizontally, so the critical_value lies on the x-axis.

I tried to find some solution, there is some discussion on R Library, however could not find anything concerning python.

I would appreciate any help.

Thank you,

1

def draw_2d_violin_v3(data, hue_feature, feature, type='v', fig_width=8, fig_height=6, labels=None, title_label=None, label_font_size=12, save=False, save_as=None, write_text=False, text=None, text_col='r', text_x=None, text_y=None):
    fig, ax = plt.subplots(figsize=(fig_width, fig_height))
    
    # Group the data by the feature column
    grouped_data = data.groupby(feature)
    
    sns.violinplot(y=data[feature], x=data[hue_feature])#, color='skyblue')
    
    # Add a red vertical line at a specific x-value
    target_value = 0.5
    if type == 'v':
        ax.axvline(x=target_value, color='red', linestyle='--', linewidth=1)
    elif type == 'h':
        ax.axhline(y=target_value, color='red', linestyle='--', linewidth=1)
    
    # Customize the plot
    ax.set_title(title_label, fontsize=label_font_size)
    ax.set_xlabel(labels[0], fontsize=label_font_size)
    ax.set_ylabel(labels[1], fontsize=label_font_size)
    plt.grid(True)
    
    if write_text:
        ax.text(text_x, text_y, f"{text}", color=text_col, fontsize=12)
    
    # Save the plot
    if save:
        plt.savefig(f"{PLOT_DIR}/{save_as}", dpi=300)
    plt.show()