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Each and every principal component is meticulously identified to ensure its independence from the Other individuals, therefore delivering a comprehensive and nuanced illustration of the original dataset. The tactic for ascertaining these elements is delineated as follows:Richest countriesUnemployment ratesAverage incomeIncome taxesCost of livingTop