A method and system for filtering irrelevant items using machine-readable emotional codes from a plurality of database entities is disclosed. The entity can be a human user, a product, or a service. The emotional codes are category labels out of a plurality of categories and the plurality of categories are generated by categorizing user responses. After understanding the sending parties' emotional profile, the receiving party can filter irrelevant items to achieve more optimum results.