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You may also take a look at the source code.
The network in this dataset can be loaded directly from graph-tool with:import graph_tool.all as gt g = gt.collection.ns["microsoft_concept"]
A bipartite network of relations among "instances" and "concepts," like named entities, actions, objects, etc., mined from the World Wide Web and assembled using statistical techniques into a database called Probase. Edge weights represent the frequency of association between a concept and an instance. Access to data must be requested; this version is the "core IsA" graph.1
|microsoft_concept||16,936,670||33,377,320||3.94||196.69||744.91||17939.31||-0.06||0.00||22||0.89||Undirected||Unipartite||name||count||230.3 MiB||357.2 MiB||346.8 MiB||341.5 MiB|