An exciting use of correspondence analysis is using scanner data to generate maps. Scanner data provides information on which brands a family did and did not buy. Such a set of binary data can be used to generate a map positioning the brands in a space. Brands that are close will tend to be purchased by the same families, whereas brands that are far apart tend not to be purchased by the same family. Comment.