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 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 numericcolumns:mean listingscolmean# Calculate the confidence intervalciupper mean semmissing listingscolisnullif nummissing : try: except: listings.locmissing col randomvalues
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