 A data dictionary document also may include further information describing how data elements are encoded.One of the advantages of well-designed data dictionary documentation is that it helps to establish consistency throughout a complex database, or across a large collection of federated databases.A data flow diagram (DFD) is a graphical representation of the "flow" of data through an information system.