Designing Scalable Data Transformation Pipelines in Pandas

Instruction: Describe how to structure and optimize a Pandas pipeline for transforming large datasets in a scalable manner.

Context: This question gauges the candidate's ability to design data processing pipelines that are both efficient and scalable, leveraging Pandas' capabilities.

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