Metabolomic data is typically collected using advanced analytical techniques such as mass spectrometry (MS) and nuclear magnetic resonance (NMR) spectroscopy. These techniques allow for the detection and quantification of a wide range of metabolites. The data obtained is often complex, requiring sophisticated computational tools for analysis and interpretation.