Textual Discriminant Analysis

The statistical methods discussed in the previous chapters are applicable mainly in the exploratory phase (also known as the descriptive phase) of an analysis. However, data exploration is more dynamic and interactive than simple data description. It uses multivariate statistics to obtain visualizations or groupings of elements that can be either whole texts or items within texts. It looks for associations and structures as well as interesting summaries.