ER diagrams display the relationships between entity sets stored in a database and help explain the logical structure of databases. They specify what data will be stored through entities and their attributes, and how entities relate to each other. ER diagrams represent data graphically and are essential for modeling the data stored in a database, as the basic design of a database is built upon the ER diagram.