Entity-relationship diagrams (ERD) and other data modeling principles define the logical architecture of a database by methodically organizing and representing data items, their properties, and the relationships among them. Key entities are found throughout this procedure; each has unique characteristics that define the data they contain. The connections and interactions between these things are then demonstrated via the establishment of relationships. In order to record pertinent information, attributes—which stand for certain features of entities—are specified. Using symbols like rectangles for entities, diamonds for relationships, and ovals for characteristics, the ERD graphically represents these elements. Foreign keys create links between related entities, whereas primary keys are intended to uniquely identify each thing. This rational layout provides a clear understanding and acts as a guide for database development.