A complete graph with n-nodes represents the edges of an (n-1)-simplex. Geometrically relates to a triangle, a tetrahedron, a pentachoron, etc.
through are all planar. Kuratowski's theorem says that a planar graph cannot contain (or the complete bipartite graph ) as a minor. Since includes , no complete graph with greater than or equal to 5 is planar.
Since a complete graph contains all possible edges, it gives a quadratic worst-case upper bound on the number of connections in large connected systems like social and computer networks.
Complete graphs on vertices, for between 1 and 8, are shown below along with the numbers of connections: