Unwanted data removal

This phase can occur before the information extraction step or after the information extraction step. It depends on which one is easier (shortening the text or the extraction of information). This is a design choice the analyst can make.

In this phase, we are removing unwanted data from the information or input data so that the data is further distilled and can easily be consumed for our business needs.