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Fig. A.1

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Decomposition of two PCA reconstructed samples: The PCA reconstruction (left) is calculated as the weighted some over 60 eigengalaxies, however here we display the top 10 eigengalaxies (right), chosen based on their absolute weight values (top). On the bottom we show the corresponding index of the eigengalaxy.. This showcases the different combination of eigengalaxies used to reconstruct galaxies with different morphological features, for example spiral or bar shaped

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