Figure 1. Scree plot for the THQ shows the number of components and the corresponding eigenvalues (see Figure 1).

When the drop ceases and the curve makes an elbow toward less steep decline, all further components after the one starting the elbow can be dropped. The scree plot indicates that three factors would be ideal.