A huge spectral characteristics database for color reproduction evaluation is being developed. As its first application, properties of data contained in the database were analyzed by principal component analysis with respect to color imaging device design. From results of the analysis, it was found that colors reproduced by photographic materials and graphic prints are distributed in low-dimensional spaces and most color scanners may not necessarily satisfy the Luther condition, whereas camera-type image input devices should satisfy the condition.