In this case, a "graph" is an organized way to store and represent data, especially in cases where you want to store relationships (edges) between different things (nodes).

Streaming is just referring to its ability to be constantly updated by incoming data.

So it's like a database but for a much more narrow use case and can perform much better in those cases.