The Nature family of journals is not giving me a lot of confidence that they are were I should to learn about the...er...principles of data analysis.

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@ct_bergstrom (Sarcasm warning) Perhaps can clarify everything and give us all a quick tutorial on "two-dimensionl analysis". I'd also love to get its definition of "principle components".

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