Correspondence analysis

A multidimensional scaling technique for scaling qualitative data that scales the rows and columns of the input contingency table in corresponding units so that each can be displayed graphically in the same low-dimensional space. These spatial maps provide insight into (1) similarities and differences within the rows with respect to given column category; (2) similarities and differences within the columns with respect to given row category; and (3) relationship among the rows and columns.