A dot product representation of a graph is a way of representing the relationships between different things in a graph. Think of it like a map with dots. Each dot (or node) on the map represents a different thing. The lines between the dots (or edges) show how different things are connected. The dot product representation uses special math equations to calculate the relationship between each dot, and to show how those things are connected.