NMR fingerprints provide powerful tools to identify natural products in complex mixtures. Principal component analysis and machine learning using H and C NMR data, alongside structural information from 180 published formyl phloroglucinols, have generated diagnostic NMR fingerprints to categorize subclasses within this group. This resulted in the reassignment of 167 NMR chemical shifts ascribed to 44 compounds.
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