A dataset variable represents the monthly amount spent on groceries. How should this variable be categorized?

The monthly amount spent on groceries is measured as a number, such as dollars and cents, and arithmetic comparisons make sense for it. Therefore, it is a numerical variable, not a categorical one. The correct choice is numerical.

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