def betweennessDistributions(nw, prefix):
betweenness = nx.betweenness_centrality(G = nw, normalized = True)
saveToFile(betweenness, prefix + '-betweenness.txt')
betweennessDist = computeDistribution(betweenness)
saveToFile(betweennessDist, prefix + '-betweenness-dist.txt')
betweennessParetoDist = computeParetoDistribution(betweenness)
saveToFile(betweennessParetoDist, prefix + '-betweenness-pareto-dist.txt')
posbetweenness = nx.betweenness_centrality(G = nw, normalized = True, weight = 1)
saveToFile(posbetweenness, prefix + '-posbetweenness.txt')
posbetweennessDist = computeDistribution(posbetweenness)
saveToFile(posbetweennessDist, prefix + '-posbetweenness-dist.txt')
posbetweennessParetoDist = computeParetoDistribution(posbetweenness)
saveToFile(posbetweennessParetoDist, prefix + '-posbetweenness-pareto-dist.txt')
negbetweenness = nx.betweenness_centrality(G = nw, normalized = True, weight = -1)
saveToFile(negbetweenness, prefix + '-negbetweenness.txt')
negbetweennessDist = computeDistribution(negbetweenness)
saveToFile(negbetweennessDist, prefix + '-negbetweenness-dist.txt')
negbetweennessParetoDist = computeParetoDistribution(negbetweenness)
saveToFile(negbetweennessParetoDist, prefix + '-negbetweenness-pareto-dist.txt')
def degreeDistributions(nw, prefix):
totaldegree = nw.degree()
saveToFile(totaldegree, prefix + '-degrees.txt')
totaldegreeDist = computeDistribution(totaldegree)
saveToFile(totaldegreeDist, prefix + '-degree-dist.txt')
totaldegreeParetoDist = computeParetoDistribution(totaldegree)
saveToFile(totaldegreeParetoDist, prefix + '-degree-pareto-dist.txt')
totalindegree = nw.in_degree()
saveToFile(totalindegree, prefix + '-indegrees.txt')
totalindegreeDist = computeDistribution(totalindegree)
saveToFile(totalindegreeDist, prefix + '-indegree-dist.txt')
totalindegreeParetoDist = computeParetoDistribution(totalindegree)
saveToFile(totalindegreeParetoDist, prefix + '-indegree-pareto-dist.txt')
totaloutdegree = nw.out_degree()
saveToFile(totaloutdegree, prefix + '-outdegrees.txt')
totaloutdegreeDist = computeDistribution(totaloutdegree)
saveToFile(totaloutdegreeDist, prefix + '-outdegree-dist.txt')
totaloutdegreeParetoDist = computeParetoDistribution(totaloutdegree)
saveToFile(totaloutdegreeParetoDist, prefix + '-outdegree-pareto-dist.txt')
totalposdegree = nw.degree(weight = 'weight')
saveToFile(totalposdegree, prefix + '-posdegrees.txt')
totalposdegreeDist = computeDistribution(totalposdegree)
saveToFile(totalposdegreeDist, prefix + '-posdegree-dist.txt')
totalposdegreeParetoDist = computeParetoDistribution(totalposdegree)
saveToFile(totalposdegreeParetoDist, prefix + '-posdegree-pareto-dist.txt')
posindegree = nw.in_degree(weight = 'weight')
saveToFile(posindegree, prefix + '-posindegrees.txt')
posindegreeDist = computeDistribution(posindegree)
saveToFile(posindegreeDist, prefix + '-posindegree-dist.txt')
posindegreeParetoDist = computeParetoDistribution(posindegree)
saveToFile(posindegreeParetoDist, prefix + '-posindegree-pareto-dist.txt')
posoutdegree = nw.out_degree(weight = 'weight')
saveToFile(posoutdegree, prefix + '-posoutdegrees.txt')
posoutdegreeDist = computeDistribution(posoutdegree)
saveToFile(posoutdegreeDist, prefix + '-posoutdegree-dist.txt')
posoutdegreeParetoDist = computeParetoDistribution(posoutdegree)
saveToFile(posoutdegreeParetoDist, prefix + '-posoutdegree-pareto-dist.txt')
# totalnegdegree = nw.degree(weight = 'weight')
# saveToFile(totalnegdegree, prefix + '-negdegrees.txt')
# totalnegdegreeDist = computeDistribution(totalnegdegree)
# saveToFile(totalnegdegreeDist, prefix + '-negdegree-dist.txt')
# totalnegdegreeParetoDist = computeParetoDistribution(totalnegdegree)
# saveToFile(totalnegdegreeParetoDist, prefix + '-negdegree-pareto-dist.txt')
#
# negindegree = nw.in_degree(weight = 'weight')
# saveToFile(negindegree, prefix + '-negindegrees.txt')
# negindegreeDist = computeDistribution(negindegree)
# saveToFile(negindegreeDist, prefix + '-negindegree-dist.txt')
# negindegreeParetoDist = computeParetoDistribution(negindegree)
# saveToFile(negindegreeParetoDist, prefix + '-negindegree-pareto-dist.txt')
#
# negoutdegree = nw.out_degree(weight = 'weight')
# saveToFile(negoutdegree, prefix + '-negoutdegrees.txt')
# negoutdegreeDist = computeDistribution(negoutdegree)
# saveToFile(negoutdegreeDist, prefix + '-negoutdegree-dist.txt')
# negoutdegreeParetoDist = computeParetoDistribution(negoutdegree)
# saveToFile(negoutdegreeParetoDist, prefix + '-negoutdegree-pareto-dist.txt')
return