In [1]:
import louvain
import igraph as ig
import networkx as nx

In [ ]:
in_file = "./../networks/twitter_geo_network_pagerank_directed.graphml"
out_file = ""

In [2]:
G = ig.load()

In [4]:
part = louvain.find_partition(G, method='Modularity', weight="weight");

In [1]:
G.vs["group"] = part.membership



NameErrorTraceback (most recent call last)
<ipython-input-1-302e919d3922> in <module>()
----> 1 G.vs["group"] = part.membership

NameError: name 'part' is not defined

In [6]:
G.save("./../networks/twitter_geo_network_pagerank_directed_community.graphml", format="graphml")

In [3]:
G_tmp = nx.read_graphml("./networks/twitter_geo_network_pagerank_directed_community.graphml")

In [4]:
G_tmp_3 = nx.relabel_nodes(G_tmp,nx.get_node_attributes(G_tmp, "id"))

In [5]:
G_tmp_3.node["LA3"]


Out[5]:
{'group': 1.0, 'id': u'LA3', 'pagerank': 0.00022953}

In [6]:
from networkx_additional_algorithms import brokerage

In [8]:
roles = brokerage.getBrokerageRoles(G_tmp_3, "group")

In [9]:
roles


Out[9]:
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In [12]:
type(G_tmp_3)


Out[12]:
networkx.classes.digraph.DiGraph

In [13]:
nx.write_gpickle(G_tmp_3, "./networks/twitter_geo_directed.gpickle")

In [ ]: