def filterProjFile2(projname,ftyp='outerfriends'):
typ=ftyp.replace('outer','')
#As we know the filenames, we can now easily run gdfFilter type analyses
#Use the file route because it provides an audit trail...
#typ=args.typ+'_outer'+args.typ2
fn='/'.join([projname,ftyp+'.gdf'])
print 'Loading file...',fn
DG=nwx.directedNetworkFromGDF(fn)
print DG.order(),DG.size()
addUserFriendships=0
user=''
#use an incluser flag to include fr/fo relations of user(s)?
if args.mindegree!=None or args.indegree!=None or args.outdegree!=None or args.outdegreemax!=None or args.indegreemax!=None:
fpf=filterNet(DG,args.mindegree,args.indegree,args.outdegree,args.outdegreemax,typ,addUserFriendships,user,args.outdegreemax)
return fpf
def filterProjFile2(projname, ftyp='outerfriends'):
typ = ftyp.replace('outer', '')
#As we know the filenames, we can now easily run gdfFilter type analyses
#Use the file route because it provides an audit trail...
#typ=args.typ+'_outer'+args.typ2
fn = '/'.join([projname, ftyp + '.gdf'])
print 'Loading file...', fn
DG = nwx.directedNetworkFromGDF(fn)
print DG.order(), DG.size()
addUserFriendships = 0
user = ''
#use an incluser flag to include fr/fo relations of user(s)?
if args.mindegree != None or args.indegree != None or args.outdegree != None or args.outdegreemax != None or args.indegreemax != None:
fpf = filterNet(DG, args.mindegree, args.indegree, args.outdegree,
args.outdegreemax, typ, addUserFriendships, user,
args.outdegreemax)
return fpf
def handleUser(user):
#get details of followers of user
twd=newt.getTwitterFollowersDetailsByIDs(api,user,sampleSize)
twc={}
twDetails={}
for t in twd:
if t in twc:
twc[t]=twc[t]+1
else:
twc[t]=1
twDetails[t]=twd[t]
outputter(projname+'/followers.csv',twd)
getFriendsProjection(twDetails)
fn=projname+'/friends__outerfriends.gdf'
DG=nwx.directedNetworkFromGDF(fn)
print DG.order(),DG.size()
fn=projname+'/big_netstats.csv'
f=open(fn,'wb+')
writer=csv.writer(f,quoting=csv.QUOTE_ALL)
writer.writerow(['user','indegree','outdegree'])
for n in DG:
writer.writerow( [n, DG.in_degree(n), DG.out_degree(n) ] )
f.close()
fn=projname+'/followers_netstats.csv'
f=open(fn,'wb+')
writer=csv.writer(f,quoting=csv.QUOTE_ALL)
writer.writerow(['user','indegree','outdegree','fullindegree','fulloutdegree'])
filter= [n for n in DG if DG.out_degree(n)>0]
L=DG.subgraph(filter)
for n in L:
writer.writerow( [n, L.in_degree(n), L.out_degree(n),DG.in_degree(n), DG.out_degree(n) ] )
f.close()
fn=projname+'/followersfriends_netstats.csv'
f=open(fn,'wb+')
writer=csv.writer(f,quoting=csv.QUOTE_ALL)
writer.writerow(['user','indegree','outdegree','fullindegree','fulloutdegree'])
filter= [n for n in DG if DG.in_degree(n)>0]
L=DG.subgraph(filter)
for n in L:
writer.writerow( [n,L.in_degree(n), L.out_degree(n),DG.in_degree(n), DG.out_degree(n)] )
f.close()
fn=projname+'/followersfriends10_netstats.csv'
f=open(fn,'wb+')
writer=csv.writer(f,quoting=csv.QUOTE_ALL)
writer.writerow(['user','indegree','outdegree','fullindegree','fulloutdegree'])
filter= [n for n in DG if DG.in_degree(n)>10]
L=DG.subgraph(filter)
for n in L:
writer.writerow( [n, L.in_degree(n), L.out_degree(n),DG.in_degree(n), DG.out_degree(n)] )
f.close()
filterNet(DG)
#agent='fq50_combinedfollowers_0ormore_sample50'
#agent="edgehill"
#agent='hashtag-fote11/followers_2ormore_sample50'
agent='fq50_combinedfriends_4ormore_sample2000'
agent='hashtag-lseneted/followers_3ormore_sample500'
agent='foreignoffice_lists/foreign-office-on-twitter'
agent='theul'
agent='hashtag-gdslaunch/followers_3ormore_sample195'
typ='friends'
tt='extrafriends'
report=tt+'Net_2011-12-08-11-54-11.gdf'
fn='/'.join([path,agent,typ,report])
print 'Loading file...',fn
DG=nwx.directedNetworkFromGDF(fn)
'''
f=open('/'.join([path,agent,report]),'rb')
reader = csv.reader(f)
print "Loading graph..."
phase='nodes'
header=reader.next()
print "Loading nodes..."
for row in reader:
if row[0].startswith('edgedef>'):
phase='edges'
print "Moving on to edges"
#agent='hashtag-fote11/followers_2ormore_sample50'
agent = 'fq50_combinedfriends_4ormore_sample2000'
agent = 'hashtag-lseneted/followers_3ormore_sample500'
agent = 'foreignoffice_lists/foreign-office-on-twitter'
agent = 'theul'
agent = 'hashtag-gdslaunch/followers_3ormore_sample195'
agent = 'ukmps'
typ = 'friends'
typ = '.'
tt = 'extrafriends'
report = tt + 'PlusNet_2011-12-27-14-02-53.gdf'
fn = '/'.join([path, agent, typ, report])
print 'Loading file...', fn
DG = nwx.directedNetworkFromGDF(fn)
'''
f=open('/'.join([path,agent,report]),'rb')
reader = csv.reader(f)
print "Loading graph..."
phase='nodes'
header=reader.next()
print "Loading nodes..."
for row in reader:
if row[0].startswith('edgedef>'):
phase='edges'
print "Moving on to edges"
continue
