I have graph data which has 250 million nodes and over 500 million edges. My files are roughly 230GB is size, this includes the node and edge files.
I am having major difficulties visualising the data. By visualisation I mean, generating aesthetic plots. The data has attributes such as node number, name, total money going in, total money going out and edges. I'd like to use such attributes to help generate colourful plots that signify groups and communities.
I have already tried NetworkX, Pandas, Neo4J, Gephi and R-Studio. All of which crash and are unable to do anything on my data.
Can anyone please recommend alternatives to create such visualisations?