The results of the spectral analysis for field wave data indicate that a lot of wave spectra show multi-peaked forms. The multi-peaked spectral waves affect the tranquility in a harbor, the construction plan of marine structures and the motion of a moored ship. However, the characteristics of multi-peaked spectral waves have not been well known. The present paper investigates the occurrence characteristics of directional random waves with multi-peaks through the statistical analysis of directional spectra. The directional spectra are computed from field wave data observed off Omaezaki for one year. The appearance probability of multi-peaked spectra occupies more than 30% on yearly average and the correlation analysis shows that the correlation is high between the significant wave heights of short and long wave groups which are components of multi-peaked spectral waves.