I'm trying to calculate the Bonacich Power for nodes in a large directed network (~9k nodes + 54k edges).?
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It's a food sharing network that people often use when in poverty, so I'm in interested in trying to calculate dependencies (and therefore vulnerability) that may exist between people.?
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When I try to run the Bonacich algorithm in Ucinet my computer quickly runs out of memory.? As an alternative I tried on a high spec machine with 221GB, but still encountered?memory issues.?
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Has anyone managed to run the algorithm for a network of this size? And if so, do you have any advice?
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I'm relatively new to network analysis, so any help (or alternative recommendations and/or network measures) would be greatly appreciated.?