There are various arrays of trends and interactions between nutrients in a given food sample. The correlation between some of them is clear, as evidenced from my own result while working on the nutritional composition of cowpea seed; however, some others are not clear and tend to deviate while I am trying to draw some general conclusion in relation to the interrelationship between some nutritional quality attributes. I appreciate if anyone can comment on my observation in cowpea seed with high protein content to be offset by low fat contents and vice versa.