Data mapping is a very important aspect in data integration. In fact, it is the first step in the many complex tasks associated with data integration which include data transformation or data mediation between a data source and its destination; identification of relationships in data which is vital in analysis of data lineage; discovery of sensitive data like some last digits in a social security number; or consolidation of many databases into one while identifying redundancy.