Table 5.
The extracted principal components by the original ASGS SA2 geography.
| PC 1 | PC 2 | PC 3 | Communalities | |
|---|---|---|---|---|
| Zscore(NCIT_SH) | 0.431 | 0.849 | 0.009 | 0.907 |
| Zscore(NOENGS) | 0.177 | 0.825 | 0.004 | 0.712 |
| Zscore(O_CHURN) | 0.476 | 0.763 | 0.010 | 0.809 |
| Zscore(PEREMP_SM_BUS) | 0.028 | −0.023 | 0.997 | 0.995 |
| Zscore(PEREMP_SERV_BUS) | 0.029 | −0.015 | 0.997 | 0.995 |
| Zscore(PERCAP_INC) | 0.806 | −0.210 | 0.131 | 0.711 |
| Zscore(PEREMP_INCOM) | 0.835 | −0.226 | −0.017 | 0.749 |
| Zscore(POOR_S) | −0.818 | 0.382 | 0.048 | 0.817 |
| Zscore(PARTICIP) | 0.791 | −0.207 | −0.108 | 0.680 |
| Zscore(DISAB) | −0.779 | 0.051 | 0.043 | 0.611 |
| Sums of squares: | 3.7 | 2.3 | 2.0 | 8.0 |
| % of Variance explained | 36.9 | 22.7 | 20.2 | 79.9 |