I have 27 categories we spend money on. I would like to reduce this to around 8 categories for analysis. I was thinking of using the amount we spent on each of these categories for the covariance. the theory is there are spending dimensions behind the formal categories (like say education).
Is that a legitimate way to do factor analysis?
Is that a legitimate way to do factor analysis?