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Time-Bound Data Reshaping

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Your question is Time-Bound Data Reshaping. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Here are 3 files with a million rows in them, output a new shape of data into a new file with this data in less than 15 minutes.