Question: Please explain on your words this code. Assume you would explain EDA. Be very detailed. To address missing values in numerical columns, we impute the

Please explain on your words this code. Assume you would explain EDA. Be very detailed.
To address missing values in numerical columns, we impute the missing data using the 95% confidence interval of each feature. This approach ensures
that the imputed values are statistically valid and accurately reflect the distribution of the existing data.for col in numeric_columns:mean = listings[col].mean()# Calculate the 95% confidence intervalci_upper = mean +1.96* semmissing = listings[col].isnull()if num_missing >0: try: except: listings.loc[missing, col]= random_values
Please explain on your words this code. Assume

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