Data Visualization

What methodologies exist for the graphical interpretation of multi-dimensional data?

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Interview question asked to Data Scientists interviewing at GitHub, Ubisoft, BetterUp and others: What methodologies exist for the graphical interpretation of multi-dimensional data?.