Question: Consider the column 1 in the PCA table below. Describe briefly what this column represents. 8 10 Principal Components Feature Component 1 calories -0.078 protein

Consider the column 1 in the PCA table below. Describe briefly what this column represents.

Consider the column 1 in the PCA table below.

8 10 Principal Components Feature Component 1 calories -0.078 protein 0.001 fat 0.000 sodium -0.980 fiber 0.005 carbo -0.017 sugars -0.003 potass 0.135 vitamins -0.094 shelf 0.002 weight -0.001 cups 0.001 rating 0.075 2 0.009 -0.009 -0.003 -0.141 -0.031 0.017 0.000 -0.987 -0.017 -0.004 -0.001 0.002 -0.072 3 4 5 6 7 8 9 0.629 0.601 0.455 0.119 -0.094 0.026 -0.009 0.001 -0.003 0.056 0.113 -0.258 -0.655 0.202 0.016 0.025 -0.016 -0.132 -0.373 0.118 -0.124 -0.136 0.001 0.014 0.023 -0.005 -0.001 0.004 -0.018 -0.020 0.014 0.263 -0.043 0.659 -0.227 0.017 -0.026 0.349 -0.538 0.672 -0.006 0.025 0.098 0.115 -0.299 0.648 0.567 -0.103 0.117 0.037 0.042 -0.047-0.050 0.018 -0.015 -0.001 0.692 -0.714 -0.037 0.016 -0.012 -0.004 -0.012 0.012 -0.006 -0.008 -0.060 -0.092 0.328 0.935 0.004 0.003 0.003 0.009 0.024 0.003 -0.002 0.001 -0.001 0.002 -0.010 0.020 -0.062 -0.054 -0.308 -0.335 0.758 0.413 -0.018 -0.012 0.036 11 12 13 0.065 -0.009 -0.004 -0.042 -0.256 0.045 0.005 0.616 -0.841 0.062 0.009-0.318 -0.001 0.000 0.000 -0.010 -0.144 -0.021 -0.001 0.648 -0.300 0.042 -0.014 0.206 -0.320 0.028 -0.019 -0.136 0.006 0.000 -0.001 -0.006 0.001 0.002 -0.001 -0.010 -0.046 -0.068 0.010 0.000 0.006 0.093 0.995 0.000 -0.080 -0.989 0.092 0.000 -0.023 -0.003 -0.003 -0.188 Variances Variance Variance % Cumulative Variance % 1 2 3 4 5 6 7016.42 5028.83 512.739 367.93 70.951 4.3751 53.950 38.667 3.943 2.829 0.546 0.034 53.95 92.62 96.56 99.39 99.93 99.97 7 8 9 2.888 0.6078 0.4327 0.022 0.005 0.003 99.99 100.00 100.00 10 11 12 13 0.13722 0.0348 0.004 0.0000 0.001 0.000 0.000 0.000 100.00 100.00 100.00 100.00

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