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Figure 1: Scree plot – the signature plot of exploratory factor analysis and principal components analysis. The plot (named after scree which is the debris that pile up at the bottom of a cliff) displays the eigenvalues associated with the extracted factors or components in descending order. This helps to visually assess which factors or components account for most of the variability in the data

Figure 1: Scree plot – the signature plot of exploratory factor analysis and principal components analysis. The plot (named after scree which is the debris that pile up at the bottom of a cliff) displays the eigenvalues associated with the extracted factors or components in descending order. This helps to visually assess which factors or components account for most of the variability in the data