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LoanAmountCategory
Now, let’s work on the Loan Amount Category column. This also has a few missing values. We’re going to fill these missing values using this logic: If the Loan Amount is 1000 and below, we will fill ‘Small’. If it is 2000 and below but more than 1000, its ‘Medium’. If it is above 2000, it is ‘Large’.