Which annotation best describes the AttributeValueMapper transformer?

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Multiple Choice

Which annotation best describes the AttributeValueMapper transformer?

Explanation:
AttributeValueMapper translates the value of a chosen attribute into another value using a predefined mapping table. The best description, “Assign each crime a number based on severity,” captures this exact use: you take a severity descriptor (like low, medium, high) and map it to a numeric score that can be used in subsequent analysis such as a walkability score. This transformer doesn’t just rename or generalize the attribute, it replaces each value with a corresponding mapped value according to the table you provide. The other options are less precise or describe things outside the transformer’s core function, such as referencing a software version or broadly describing attribute mapping without specifying the value-to-value transformation.

AttributeValueMapper translates the value of a chosen attribute into another value using a predefined mapping table. The best description, “Assign each crime a number based on severity,” captures this exact use: you take a severity descriptor (like low, medium, high) and map it to a numeric score that can be used in subsequent analysis such as a walkability score. This transformer doesn’t just rename or generalize the attribute, it replaces each value with a corresponding mapped value according to the table you provide. The other options are less precise or describe things outside the transformer’s core function, such as referencing a software version or broadly describing attribute mapping without specifying the value-to-value transformation.

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