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Where's the Variance?

The eigenvalues of B are, when rounding to four digits,

 2187.6283   44.0325   22.1921    5.2671    2.6997    0.0632    0.0148    0.0131

Roughly how much of the variability in the dataset can be explained by the first principal component?

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