Problem
Implement a Python function to process large datasets efficiently using appropriate data structures and algorithms.
Practicing as: Data Engineer interview at HaysHi, I'll play your Hays interviewer for the Data Engineer role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.
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