Catch Per Unit Efforts (CPUE) information in a fishing area is presented in the form of spatial data based on Geographic Information System, so that visualization of the relative abundance index of tuna landed in a port can be presented visually. The geometric characteristics of fishing are used to describe the distribution of tuna fishing areas. This study aims to determine the pattern of tuna…