Table 3.
The results of the Principal Component Analysis (PCA) showing the total variance explained by each component.
| Component | Initial Eigenvalues | Rotation Sums of Squared Loadings | ||
|---|---|---|---|---|
| Total | Percentage of Variance | Cumulative Percentage | Total | |
| 1 | 6.966 | 26.791 | 26.791 | 4.359 |
| 2 | 3.659 | 14.073 | 40.864 | 3.909 |
| 3 | 2.297 | 8.833 | 49.697 | 3.324 |
| 4 | 1.730 | 6.653 | 56.350 | 3.391 |
| 5 | 1.193 | 4.589 | 60.939 | 3.717 |
| 6 | 1.119 | 4.303 | 65.242 | 3.831 |
| 7 | 0.947 | 3.642 | 68.885 | |
| 8 | 0.900 | 3.463 | 72.348 | |
| 9 | 0.786 | 3.023 | 75.371 | |
| 10 | 0.707 | 2.720 | 78.091 | |
| 11 | 0.620 | 2.384 | 80.475 | |
| 12 | 0.611 | 2.349 | 82.824 | |
| 13 | 0.562 | 2.163 | 84.986 | |
| 14 | 0.547 | 2.102 | 87.089 | |
| 15 | 0.490 | 1.883 | 88.972 | |
| 16 | 0.471 | 1.811 | 90.783 | |
| 17 | 0.439 | 1.688 | 92.471 | |
| 18 | 0.397 | 1.528 | 93.999 | |
| 19 | 0.318 | 1.222 | 95.221 | |
| 20 | 0.308 | 1.185 | 96.406 | |
| 21 | 0.252 | 0.971 | 97.377 | |
| 22 | 0.193 | 0.744 | 98.121 | |
| 23 | 0.172 | 0.661 | 98.782 | |
| 24 | 0.130 | 0.500 | 99.282 | |
| 25 | 0.098 | 0.378 | 99.660 | |
| 26 | 0.088 | 0.340 | 100.00 | |