This is really pretty impressive. I think Copilot for these kinds of one-off analysis tasks where specific data manipulation rather than structuring abstractions makes a lot more sense. Structuring libraries or building UI requires a lot more understanding of potential users - in that case, writing the requirements is honestly the harder part.