Figure 1
The line graph is titled “Scree Plot”. The horizontal axis is labeled “Component Number” and ranges from 1 to 22 in increments of 1 unit. The vertical axis is labeled “Eigenvalue” and ranges from 0 to 12 in increments of 2 units. The graph shows a single line with circular markers representing eigenvalues for each principal component. The data from the graph is as follows: The line starts at (1, 11), drops sharply to (2, 2), decreases slightly to (3, 1.8), then to (4, 1.1), and continues downward to (5, 0.9). It further declines to (6, 0.8), (7, 0.7), (8, 0.6), and (9, 0.55). The line continues gradually downward through (10, 0.5), (11, 0.45), (12, 0.4), (13, 0.35), (14, 0.3), and (15, 0.28). It then decreases slightly to (16, 0.25), (17, 0.23), (18, 0.2), (19, 0.18), (20, 0.15), (21, 0.12), and ends at (22, 0.1). Note: All numerical data values are approximated.Scree plot of the principal component analysis extraction