Table 3. Pearson’s correlation coefficient between heavy metal elements and matrix of PCA loadings.
Correlation analysis | Principal component analysis | ||||||
---|---|---|---|---|---|---|---|
As | Pb | Cd | Cr | Cu | PC 1 | PC 2 | |
As | 1 | 0.432 | -0.637 | ||||
Pb | 0.912* | 1 | 0.465 | -0.106 | |||
Cd | 0.640 | 0.828 | 1 | 0.421 | 0.718 | ||
Cr | 0.904* | 0.917* | 0.820 | 1 | 0.455 | -0.160 | |
Cu | 0.840 | 0.967* | 0.911* | 0.890 | 1 | 0.463 | 0.205 |
Eigenvalues | 4.459 | 0.387 | |||||
% of Variance | 89.18 | 7.75 | |||||
Cumulative % | 89.18 | 96.93 |
* Significant at p ≤ 0.05