Low-pressure liquid chromatography, high-performance liquid chromatography, and field-ionization mass spectrometry were used to obtain compositional data on the hydrocarbons In two nondistillable coal-liquid samples. Two approaches for analysis of the fleld-ionizatlon mass spectral data are presented. Detailed compositional Information could be obtained by one approach, while with another approach, a general comparison of a large amount of mass spectral data could be made on the basis of weight percent and Z series. The methods developed can generally be applied for the analysis of complex hydrocarbon samples, and they allow for relatively easy comparison of hydrocarbon composition between samples.