Api to analyse complex graph [closed]

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I am looking for an API (preferably in python) that could be used to analyze complex networks. Basically I want to find things like:

Average shortest path,

Degree distribution

Giant Component

local clustering coefficient, global clustering coefficient etc..

Thanks

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I would suggest Networkx and PyGraphViz. I've used them for a similar (but not as complex) graphing project in python and I love it.

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The boost graph library has Python bindings.

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I've used igraph on Linux. It started to grind on 64k nodes but that graph was becoming unwieldy any way.

Not sure about performance next to PyGraphViz but now you have a plenty of options.