The Diamond's table is the flat surface that you can see when you look at the diamond from above. The table in the diamond data ranges from 43 to 95. We want to convert this numerical column to a categorical column (categorize in size bins). The rules for categorization are: e If the table size is less than 56, categorize it as small. e If the table size is greater than 59, categorize it as large. e If the table size is ranging between 56 and 59, categorize them as medium. Which of the following will correctly complete the code below to categorize the diamonds based on the given rules? def table _cat(x): if ' ": #A x = 'small' return x elif ' "3 #B x = 'medium' return x else: x = 'large' BEAN Alleviate .x59 .x56 .x59 .x56 .x