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61 lines
1.5 KiB
61 lines
1.5 KiB
# This file is part of MAMMULT: Metrics And Models for Multilayer Networks
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#
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# This program is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or (at
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# your option) any later version.
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#
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# This program is distributed in the hope that it will be useful, but
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# WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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# General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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####
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##
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## Compute the overlapping degree for each node and the corresponding
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## z-score
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##
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##
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import sys
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import numpy
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if len(sys.argv) < 2:
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print "Usage: %s <layer1> <layer2> [<layer3>...]" % sys.argv[0]
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sys.exit(1)
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nodes = {}
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for f in sys.argv[1:]:
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lines = open(f).readlines()
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for l in lines:
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if l[0] == "#":
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continue
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s,d = [int(x) for x in l.strip(" \n").split(" ")]
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if nodes.has_key(s):
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nodes[s] +=1
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else:
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nodes[s] = 1
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if nodes.has_key(d):
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nodes[d] +=1
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else:
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nodes[d] = 1
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degrees = nodes.values()
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avg_deg = numpy.mean(degrees)
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std_deg = numpy.std(degrees)
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#print avg_deg, std_deg
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keys = nodes.keys()
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keys.sort()
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for n in keys:
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print n, nodes[n], (nodes[n] - avg_deg)/std_deg
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