I have used SNAP because it implements a role extraction algorithm for graphs. But in my experience networkx, python-igraph and graph-tool are nicer libraries t

I have used SNAP because it implements a role extraction algorithm for graphs. But in my experience networkx, python-igraph and graph-tool are nicer libraries to use for manipulating graphs and performing network analysis. Networkx is perhaps the most Pythonic, but it's also the slowest. https://networkx.github.io/ https://networkx.github.io/ http://igraph.org/python/ http://igraph.org/python/ https://graph-tool.skewed.de/ https://graph-tool.skewed.de/