What is the difference between these fundamental types?
In drawings I see that the directed has arrows, but what exactly is meant by these arrows in the directed graph a
All of the answers so far are right. Typically, a graph is depicted in diagrammatic form as a set of dots for the vertices, joined by lines or curves for the edges. The edges may be directed (asymmetric) or undirected (symmetric).
Imagine if the vertices represent people at a party. If there is an edge between the two people if they shake hands, then this is an undirected graph, because if person A shook hands with person B, then person B also shook hands with person A.
On the other hand, if the vertices represent people at a party, and there is an edge from person A to person B when person A knows of person B, then this graph is directed, because knowing of someone is not necessarily a symmetric relation.