um_mat_transf_2

# Function for checking Gaussian distribution
import seaborn as sns
import scipy.stats as stats

sns.set_theme()

def Gaussian_distribution_check(data, variable):
    
    fig = plt.figure(figsize=(15,5), dpi=300)    
    
    ax1 = fig.add_subplot(1,2,1)
    sns.histplot(data[variable], kde=True, ax=ax1)
    
    ax2 = fig.add_subplot(1,2,2)  
    stats.probplot(data[variable], dist="norm", plot=ax2)

    plt.show()