Spectroscopy provides detailed information about the composition and structure of nanomaterials. Techniques such as Raman spectroscopy, X-ray diffraction (XRD), and Fourier-transform infrared spectroscopy (FTIR) generate complex datasets that require sophisticated analysis methods to interpret the results accurately.