Hm, only anecdotal evidence, but page rank computation for Wikipedia works on my laptop (https://github.com/idesis-gmbh/WikiExperiments) where `NetworkX` fails. And it uses some joins like here: https://github.com/idesis-gmbh/WikiExperiments/blob/0b108f3f...