Key Points Attribute data are characteristics that aren’t readily quantified by hard numbers. It is a discrete data type.

Part of the point is to bypass the teachers and indeed to evaluate them, too. The exalted status of numerical data also helps explain why teachers are increasingly being trained rather than educated.

Non-numerical experiments tend to be easier to perform than numerical ones, and as a result, most published cell biology experiments are non-numerical.

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