第二次作业¶

In [1]:

import re
import csv
from collections import defaultdict
def extract_rt_user(tweet):
    rt_patterns = re.compile(r"(RT|via)((?:\b\W*@\w+)+)", re.IGNORECASE)
    rt_user_name = rt_patterns.findall(tweet)
    if rt_user_name:
        rt_user_name = rt_user_name[0][1].strip(' @')
    else:
        rt_user_name = None
    return rt_user_name

rt_network = defaultdict(int)
f = open('F:/Anaconda/cjc/ows-raw.txt', 'r',encoding = 'utf8')
chunk = f.readlines(1000000)
while chunk:
    lines = csv.reader((line.replace('\x00','') for line in chunk),delimiter = ',',quotechar = '"')
    for line in lines:
        tweet = line[1]
        from_user = line[8]
        rt_user = extract_rt_user(tweet)
        rt_network[(from_user,rt_user)]+=1
        chunk = f.readlines(1000000)

In [2]:

print(rt_network)

defaultdict(<class 'int'>, {('From User', None): 1, ('Anonops_Cop', 'AnonKitsu'): 1, ('KittyHybrid', None): 1, ('nerdsherpa', None): 2, ('hamudistan', 'bembel'): 1, ('kl_knox', None): 1, ('vickycrampton', 'TheNewDeal'): 2, ('burgerbuilders', None): 3, ('neverfox', None): 1, ('davidgaliel', None): 1, ('AnonOws', 'ForseenUnNamed'): 1, ('ryanjnagle', 'tinadupuy'): 1, ('JanSKay', 'UnderdogLib'): 1, ('alyssa011968', None): 1, ('fresh__air', None): 1, ('fucentarmal', None): 1, ('msaf', 'anonops'): 1, ('Seekadoo2', 'OccupyWallSt'): 1, ('Jay_in_Omaha', 'TheNewDeal'): 1, ('starshollowgzt', 'KevDGrussing'): 1, ('TopCat_TC', 'LJSearles'): 1, ('ElizabethBrossa', 'OccupyMainSt'): 1, ('dpfournier', 'BlueDuPage'): 1, ('ReTweetAgain', 'OpWallStreet'): 2, ('Leoslaire', None): 1, ('tommymiles', 'Anon_is_you: @AnonyOps'): 1, ('Perlins', 'TheNewDeal'): 1, ('SuzanneTwoTon', 'OccupySF'): 1, ('OccupySF', None): 4, ('k_l_h_j', None): 8, ('adpucci', 'MMFlint'): 1, ('subiepick', 'OccupySF'): 4, ('OccupyMainSt', None): 4, ('Tawanda46', 'OccupySF'): 3, ('Sweatersworth', None): 2, ('RowleyGirl_4', 'TrueGilby'): 1, ('starshollowgzt', 'Titleixbaby'): 1, ('yelbley', 'neverfox'): 1, ('SGardinier', None): 1, ('MidwayMadnessRF', None): 1, ('Beelzebjorn', 'raypride'): 1, ('dove_hawk', 'kittylight'): 5, ('dctwice', 'AnonymousIRC'): 1, ('JorgexMA', 'OccupySF'): 1, ('LeftSlashRight', 'TheNewDeal'): 1, ('WeCanBeatEczema', 'BABYDIABOLICAL'): 1, ('2foodie', 'Spudlovr'): 1, ('AnnaLovesBooks', 'OccupySF'): 1, ('Tawanda46', 'diceylee808'): 1, ('drdrjojo', None): 1, ('WhatMattersNews', 'LyndsayFarlow'): 1, ('BenZMusic1', None): 9, ('JonusMiles', 'OccupySF'): 1, ('BiffSpliff', None): 1, ('JorgexMA', 'Beelzebjorn'): 1, ('CitizenWorm', 'consciouslibert'): 1, ('A_L_A_Politics', None): 1, ('GreeGreece', 'BlueDuPage'): 1, ('HenryZeniewicz', 'akrockefeller'): 1, ('thatgirlhas', None): 1, ('OccupyHsv', 'OccupySF'): 4, ('angela0328', None): 1, ('JonathanDBrown', 'kelly_carlin'): 1, ('Helyxcious', 'OccupySF'): 2, ('kikiki321', 'Din_SFLA'): 1, ('OccupySantaFe', None): 1, ('kenjey', 'singlepayer'): 1, ('alyssa011968', 'livestream'): 1, ('Balkingpoints', None): 1, ('napcat1947', 'TheNewDeal'): 1, ('DeadJack57', None): 3, ('tmsimmz', None): 4, ('occupygreenbay', 'OccupySF'): 2, ('Spudlovr', None): 4, ('rivernewstc', 'Jeannie_Hartley'): 1, ('jboy', None): 1, ('explainify', None): 3, ('Wanderer19', 'KeithOlbermann'): 1, ('Citizen1452', 'OccupySF'): 1, ('Karateka', None): 1, ('lulusgirl888', '“@SabzBrach'): 1, ('thedailyfishfry', None): 7, ('bahnree', 'OccupyWallSt'): 1, ('dove_hawk', 'kittylight: “@anonops'): 1, ('volksmenner', 'OccupySF'): 2, ('bhick111', None): 1, ('LandLLaBoy', 'cjohanns'): 1, ('katiaperuca', 'GreeGreece'): 1, ('WhatMattersNews', 'A_L_A_Politics'): 1, ('wryson', None): 1, ('Hexham67', None): 1, ('CharlesBivona', None): 1, ('dannydoodar', 'KeithOlbermann'): 1, ('KVSwagger', None): 1, ('jonny_bouta', None): 1, ('heroofcamelot', None): 1, ('robertolobianco', None): 2, ('evans3_w', None): 1, ('liujingsheng001', 'OccupyPics'): 1, ('Hacksperger', 'AnonymousIRC'): 1, ('amandalilja8', 'OccupyVancouver'): 1, ('LifeasaReader', 'AnonKitsu'): 1, ('thedailyfishfry', 'pixls'): 1, ('margoswift', None): 2, ('fantim', None): 1, ('The_News_DIVA', 'Jeannie_Hartley'): 1, ('OccupyNCGBORO', 'angela0328'): 1, ('HenryZeniewicz', 'labgrrl'): 1, ('CitizenWorm', 'KrisKaos'): 1, ('robveliz', 'OccupySF'): 2, ('mijadedios', None): 3, ('jerseyanarchist', None): 4, ('allanbrauer', 'TheReidReport'): 1, ('smacknrat', 'CharlesBivona'): 1, ('primeris', 'anonops'): 1, ('ImogeneM1', 'TheNewDeal'): 1, ('cheappoet', 'WeOccupyAmerica'): 2, ('BigBizznass', None): 1, ('artkiver', 'OccupySF'): 1, ('Kinniska', 'Shoq'): 1, ('sebastian__p', None): 3, ('TdottH', None): 1, ('Amywhere', 'Beelzebjorn'): 1, ('Timothy_S', 'CharlesBivona'): 1, ('CelluloidBlonde', None): 3, ('smwildman', None): 2, ('CalFireNews', ': @OccupyFDSF'): 1, ('mangobeach', 'Spudlovr'): 3, ('Tan0_oTan', None): 1, ('TimothyS', None): 1, ('jischinger', None): 1, ('LifeasaReader', 'mrbarnard1'): 1, ('AccidentalBear', 'BrettGleason'): 1, ('lokozada', None): 1, ('OccupyMainSt', 'CharlesBivona'): 1, ('popart84', 'majorityfm'): 1, ('TucsonOccupy', 'Balkingpoints: @JeffSharlet'): 1, ('Christoph2012', 'A_L_A_Politics'): 1, ('OccupyNCGBORO', 'BlueDuPage'): 1, ('lhsalmon', 'Leslie_Wolfe'): 1, ('dangerousalice', 'OccupySF'): 3, ('BangoRkt', None): 1, ('rbscaife', 'OccupySF'): 1, ('kassandria13', 'OccupyMainSt'): 1, ('lulusgirl888', '“@ForseenUnNamed'): 1, ('joemerino5', None): 1, ('MattVTyler', 'jacobchicago @MattVTyler'): 1, ('kelliebrat61', 'LibertyBelle4'): 1, ('DonShappelle', 'Balkingpoints: @JeffSharlet'): 1, ('CAFalk', 'Seekadoo2'): 1, ('FernandoSabines', 'KeithOlbermann'): 1, ('sfslim', 'OccupySF'): 1, ('indigojourney', 'OccupySF'): 2, ('msaf', 'jeremyscahill'): 1, ('jimmytheheel', 'OccupySF'): 1, ('KimbrlyKrautter', 'CelluloidBlonde'): 1, ('bebird', 'azmoderate'): 1, ('josh2462', None): 1, ('Truthcaster1', 'OccupyWallSt'): 2, ('nicoles', 'CalFireNews'): 1, ('jameswhitely', 'KeithOlbermann'): 1, ('WomanVote', 'TheNewDeal'): 1, ('OccupyWallSt', 'CharlesBivona'): 1, ('OccupyBostonNOW', None): 1, ('nepsik_proto', 'TheNewDeal'): 1, ('maghera', None): 1, ('bming5', None): 1, ('Jay_in_Omaha', 'KrisKaos'): 1, ('jodicanary0501', 'CharlesBivona'): 1, ('keeperlefae', None): 1, ('born2twittah', 'WeOccupyAmerica'): 1, ('nicoles', 'OccupySF'): 2, ('Tibby1989', 'anonops'): 1, ('cheappoet', 'UnderdogLib'): 1, ('nonloc', None): 1, ('nicoles', 'BigBizznass'): 1, ('ScurvyMcRickets', 'anonops'): 1, ('soynicay', None): 2, ('dctwice', 'Wotansson'): 1, ('okiebowl', 'OccupySF'): 1, ('KaruJOY', 'AnonymousIRC'): 1, ('BlizzyBe', 'OccupySF'): 2, ('cheappoet', 'CharlesBivona'): 1, ('ChefKreyolAyiti', None): 1, ('Bavilabo', 'anonops'): 1, ('digitalghostgrl', None): 2, ('b_strange', 'MattBors'): 1, ('WhatMattersNews', 'josh2462'): 1, ('jdprose', None): 1, ('LGJuanDewey', 'MoveOn'): 1, ('AnonNCarolina2', 'cjohanns'): 1, ('99_film', None): 1, ('bebird', 'kittyFitz50'): 1, ('Procoolgranny', 'JoshuaHol'): 2, ('SirrK', 'OccupyAlbany'): 1, ('thewindsofwar', 'OccupySF'): 2, ('cgpb', None): 1, ('cheappoet', 'jeremyscahill'): 1, ('45JORDAN', 'MoveOn'): 1, ('A_L_A_Politics', 'pdneko'): 1, ('chantzerolin', 'SGardinier'): 1, ('Tokyo_Tom', 'Lizardoid'): 1, ('thewindsofwar', 'Saccaparami'): 1, ('born2twittah', 'jeremyscahill'): 1, ('WallStProtests', None): 2, ('teeglo_carbon', None): 1, ('ApolloForever', 'jeremyscahill'): 1, ('StevConnor', 'TdottH'): 1, ('ConspiracyWATCH', 'cjohanns: @MMFlint'): 1, ('JaniceKay5', 'OccupySF'): 1, ('UnanimousHQ', None): 2, ('matthewme23', None): 2, ('UsRevolt11', 'boffchops'): 1, ('esd2000', 'labgrrl'): 1, ('peaceonstreets', None): 1, ('cakeloan', None): 1, ('AnonNCarolina2', 'angela0328'): 1, ('GreggJLevine', 'OccupySF'): 1, ('feerandloathing', None): 1, ('litterof6', None): 1, ('Ciudadano_Zer0', None): 3, ('ChipleKira', '99_film'): 1, ('JLownLaw', None): 4, ('zatch6789', 'AACina'): 1, ('cheappoet', 'OccupyMainSt'): 1, ('RevLea', 'NeffKen'): 1, ('skweekie', 'OccupySF'): 2, ('rayvyn2k', 'KeithOlbermann'): 1, ('GilesMcK', None): 1, ('occupygreenbay', 'Spudlovr'): 3, ('mafuok', 'soynicay'): 1, ('opticaldensity', None): 2, ('kittystryker', 'CalFireNews'): 1, ('tmacoubrie', None): 1, ('Eva_in_Oregon', 'OccupySF'): 2, ('URSUExternal', 'Joshsod'): 1, ('Balkingpoints', 'nicolesandler'): 1, ('_Snafubar_', 'peterrothberg'): 1, ('futzzzz', None): 1, ('LJSearles', None): 1, ('LibertyBelle4', 'Thomasgivens'): 1, ('lulusgirl888', 'BiffSpliff: “@ModernBetsy'): 1, ('BlizzyBe', 'BlueDuPage'): 1, ('BakaKale', 'RichardKimNYC'): 1, ('PoliticsOfFear', None): 3, ('lynx55', None): 3, ('ElizabethBrossa', None): 2, ('kittylightsCat', 'kittylight'): 7, ('Scoopyex', 'OccupySF'): 1, ('Loading1333', 'myrddenbuckley'): 1, ('RubberRoomHotel', 'KeithSmooth'): 1, ('dannydoodar', 'kelly_carlin'): 1, ('SaschaEndlicher', None): 1, ('zatch6789', '99_film'): 1, ('elctrodnd21', 'TheNewDeal'): 1, ('JBeres87', 'KeithOlbermann'): 1, ('ganralf7', 'Beelzebjorn'): 1, ('CosmUnity', None): 1, ('pixplz', 'jeremyscahill'): 1, ('cassandraheresy', 'angela0328'): 1, ('revrendoni', 'TheNewDeal'): 1, ('murmur55', None): 1, ('ANGRYSAM', 'labgrrl'): 1, ('TorianBrown', None): 1, ('Break1_9', '99_film'): 1, ('Phraise_one', 'TheOther99'): 1, ('99_occupy', '99_film'): 1, ('AudreyEwell', '99_film'): 1, ('Shiftinthinking', 'OccupySF'): 4, ('Cocoxochitl', 'MattBors'): 1, ('BlueDuPage', None): 1, ('p_auer', None): 1, ('KMM_OR', 'OccupySF'): 1, ('djtroublemaker', 'majorityfm'): 1, ('The99Percenters', 'JLownLaw'): 2, ('W26Michelle', None): 1, ('grimacetv', None): 1, ('d20Dad', None): 1, ('PARKETH84', 'MJMcKean'): 1, ('KaliKittyKat', None): 1, ('miss_millions', 'TheOther99: @TheOther99'): 1, ('Kaymee', 'JLownLaw'): 1, ('CKwindham', None): 2, ('Truthcaster1', 'CharlesBivona'): 1, ('azmoderate', None): 4, ('Azurke', 'DaveMc99TA'): 1, ('bonapartess1', 'TheNewDeal'): 1, ('ladykayaker', 'Hexham67'): 1, ('FreddyMonti', None): 1, ('jazzidiot', None): 1, ('Amywhere', 'cjohanns'): 1, ('swianecki', 'brookejarvis'): 1, ('kassandria13', 'CharlesBivona'): 1, ('livvy_xox', 'anonops'): 1, ('KarynBakoCA', 'CalFireNews'): 1, ('Luchia_', None): 2, ('RichardJamesH', None): 1, ('The_Proletarian', 'bveeus'): 1, ('thewindsofwar', 'LJSearles'): 2, ('distantlover125', 'TorianBrown'): 1, ('lMLx3likewoah', None): 1, ('thomshouse', None): 1, ('phillipanderson', None): 4, ('kittylightsCat', 'cjohanns'): 1, ('RowleyGirl_4', 'OccupyWallSt'): 1, ('CaraCordoni', 'OccupySF'): 2, ('Leoslaire', 'OccupySF'): 1, ('miixxy', None): 1, ('robinjpearson', 'codeamazon'): 1, ('LeftSlashRight', 'BlueDuPage'): 1, ('geckomom', None): 1, ('NouriNv', 'JeffreyFeldman'): 1, ('Cin_Le1', 'robertolobianco'): 1, ('shahid', 'anonops'): 1, ('UANO1CATS', 'RichardKimNYC'): 1, ('liubaldo_garcia', 'CelluloidBlonde'): 2, ('kreneskyp', 'cjoh'): 1, ('Nemokrati', 'Beelzebjorn'): 1, ('tarboxk', None): 1, ('ellinjaa', 'CharlesBivona'): 1, ('LHubich', None): 1, ('ElderStatesman', None): 2, ('Jay_in_Omaha', 'OccupySF'): 1, ('Vida_Jay', 'OccupyWallSt'): 2, ('justinhaaheim', 'jeremyscahill'): 1, ('MiyazakiMegu', 'TheNewDeal'): 1, ('LJSearles', 'OccupySF'): 1, ('miixxy', 'HuggyBear116'): 1, ('csbarron4', None): 1, ('N1CKG_g', 'PattyOnEdge'): 1, ('GuerrillaDaily', 'OccupySF'): 1, ('BlueDuPage', 'OccupyMainSt'): 1, ('miixxy', 'TorianBrown'): 1, ('BarbaraRacek', None): 1, ('Mikee1da', 'OccupySF'): 1, ('mattdina', 'ConspiracyWATCH'): 1, ('xica25', 'gwynnek'): 1, ('co6dem', None): 1, ('MentalPoison', 'wordpressdotcom'): 1, ('PhattyF', 'HumanityCritic'): 1, ('C_BlazE', None): 1, ('Saccaparami', None): 3, ('junixu', None): 1, ('BoojieMan', None): 1, ('MinkoffMinx', 'TheNewDeal'): 1, ('Zooman70', None): 1, ('CosmUnity', 'DJHustle @T5JS @ArtisticBlog @magnifyk'): 1, ('MyDixie_Wrecked', None): 2, ('WhatMattersNews', None): 2, ('twatwaffle8', 'jeremyscahill'): 1, ('jazzidiot', 'michaelschaub'): 1, ('BlueDuPage', 'OccupySantaFe'): 1, ('little_sparrows', 'OccupySF'): 1, ('putmygamefaceon', None): 1, ('AtomAu', 'BigMoe_'): 1, ('jefe331', 'anonops'): 1, ('millbot', None): 2, ('phileeznuts', 'anonops'): 1, ('tjgdolphin', 'TheNewDeal'): 2, ('asperkimberly', 'ForseenUnNamed'): 1, ('NewAmericaMedia', 'jeffsharlet'): 1, ('RhythmFootPrint', 'CharlesBivona'): 1, ('kittylight', 'TorianBrown'): 1, ('mangobeach', 'Saccaparami'): 2, ('brx0', 'LibertyBelle4'): 1, ('Screwcomforttoo', 'FreakOutNation'): 1, ('vallie', None): 1, ('RobJRII', None): 1, ('AnnieAngst', 'WeOccupyAmerica'): 1, ('LittonFire', 'miixxy'): 1, ('swianecki', None): 1, ('kikiki321', None): 4, ('beetle_eater', None): 2, ('ishtarmuz', 'SoufiandMe'): 1, ('MiyazakiMegu', 'csobol'): 1, ('jimmytheheel', 'LJSearles'): 1, ('mzinshteyn', None): 1, ('RowleyGirl_4', 'robert3242'): 1, ('CrimeCaster', 'deniseromano'): 1, ('TimothyChutes', None): 2, ('Kaymee', None): 2, ('glorie_', None): 2, ('jopauca', None): 2, ('inbarati', None): 1, ('StillDiggin', 'OccupySF'): 5, ('favstar_pop', 'WeOccupyAmerica'): 1, ('bakerbacare', 'CalFireNews'): 1, ('Dolphin64', None): 1, ('anoctave', None): 1, ('coreyspaley', None): 1, ('lynx55', 'CalFireNews'): 1, ('LutherPatenge', 'PennyRed'): 1, ('ZempOh', None): 2, ('PopeShakey', None): 1, ('mikeplugh', None): 1, ('tjp11', None): 1, ('mocosamoments', None): 1, ('soynicay', 'TheRealGiest'): 1, ('KirsteninMT', 'neverfox'): 1, ('WarOnErrorDKos', 'CalFireNews'): 1, ('RyanHigginsRyan', 'OccupyWallSt'): 1, ('kittylight', 'lynx55'): 1, ('TheNewPopulists', 'codeamazon'): 1, ('HenryZeniewicz', 'OccupySF'): 2, ('MarlowesFaustus', 'anonops'): 1, ('OccupySomething', 'WhatMattersNews'): 1, ('miixxy', 'joemerino5'): 1, ('berinder', 'Beelzebjorn'): 1, ('AnonymousFL', 'anonops'): 1, ('forever_flavor6', 'jopauca'): 1, ('mike42024769', 'JLownLaw'): 1, ('esd2000', 'OccupyMainSt'): 1, ('LusciousLani', 'CalFireNews'): 1, ('Tawanda46', 'LibertyBelle4'): 1, ('ElizabethJone18', 'beetle_eater'): 1, ('Mike_EH_52', None): 1, ('AnonyKonk', None): 2, ('evilllamas', 'OccupyWallSt'): 1, ('Dharmapunk12', None): 2, ('jimmytheheel', 'geckomom'): 1, ('WR_', 'bluedupage'): 1, ('mafuok', 'NewAmericaMedia'): 1, ('RevLea', 'TimothyS'): 1, ('OccupyRedlands', None): 1, ('chachiTHEgr8', None): 1, ('MsRamy', 'ChefKreyolAyiti'): 1, ('MarlowesFaustus', 'deniseromano'): 1, ('mkidwell05', None): 1, ('CinnabarSweets', None): 1, ('pixls', None): 1, ('hlebcats', 'Din_SFLA'): 1, ('bebird', 'OccupyResults'): 1, ('i8wamu', None): 1, ('dvnix', 'PhattyF'): 1, ('MostafaCFE', 'Dharmapunk12'): 1, ('jimmytheheel', 'miixxy'): 1, ('iteabellsingers', 'The99Pct'): 1, ('ElizabethJone18', 'CalFireNews'): 1, ('Amywhere', 'Seekadoo2'): 1, ('fpaulin', 'inbarati'): 1, ('DrinkBeerN0tTea', 'FreakOutNation'): 1, ('butttless', None): 1, ('michaelwhitney', 'phillipanderson'): 1, ('wavyca', 'inbarati'): 1, ('subiepick', 'TheNewDeal'): 1, ('Thunderbro_', 'inbarati'): 1, ('MarcoCesarSaenz', None): 2, ('agentdarkapple', 'The99Pct'): 1, ('TheSHW', 'ZempOh'): 1, ('ishtarmuz', 'LJSearles'): 1, ('airialclark', 'OccupySF'): 1, ('leeand00', 'Jeannie_Hartley'): 1, ('nuveendhingra', None): 1, ('OOOlson', 'VoidSeed'): 1, ('ChipleKira', None): 2, ('failshow', None): 1, ('marxistveteran', None): 3, ('cjohanns', 'OccupySantaFe'): 1, ('HeartOfOrion', 'CalFireNews'): 1, ('wavyca', 'glorie_: @andersoncooper'): 1, ('donnyshell', None): 1, ('JoesUnionReview', None): 4, ('galatorg', 'cjohanns'): 2, ('rivenhomewood', 'BevanWhitfield'): 1, ('VendettaStudies', 'OccupySF'): 2, ('mamachao23', 'MJMcKean'): 1, ('rivenhomewood', 'misosusanowa'): 1, ('pagescster', 'OccupySF'): 1, ('occupy_berlin', None): 1, ('Dogpatch05', 'ewshefarted'): 1, ('lynx55', 'OccupySF'): 1, ('explainify', 'thomshouse'): 1, ('King_Gonad', 'OccupyWallSt'): 1, ('kittylight', 'CalFireNews'): 1, ('jen_h', None): 1, ('NYBAILBOSS', None): 1, ('B_Schneid90', None): 1, ('CraigR3521', 'PoliticsOfFear'): 1, ('HeartOfOrion', 'LJSearles'): 1, ('explainify', 'p_auer'): 1, ('Ikuestion', 'Jehuniko1'): 1, ('Kaymee', 'miixxy'): 1, ('mobius1ski', None): 3, ('ishtarmuz', 'OccupySF'): 1, ('jashsf', 'BlueDuPage'): 1, ('bebullish20k', 'TheNewDeal'): 2, ('n4rky', 'CalFireNews'): 1, ('MistrGreen56', 'TheNewDeal'): 1, ('Nougatrocity', 'Spudlovr'): 1, ('marxistveteran', 'OccupySantaFe'): 1, ('aaronaites', '99_film'): 1, ('OccupyToledo', 'OccupySF'): 1, ('Maga1661', None): 1, ('DubMasterC', 'Spudlovr'): 1, ('JeffSharlet', None): 1, ('leeand00', 'labgrrl'): 1, ('timmytink', 'TheEdShow'): 1, ('CorabelleFoster', None): 1, ('OccupyBham', 'OccupySF'): 2, ('OKWIFIP', None): 1, ('TheLoneDeranger', None): 1, ('HenryZeniewicz', 'Spudlovr'): 1, ('UnderdogLib', 'anonops'): 1, ('rjkuyvenhoven', 'jeremyscahill'): 1, ('ShareTheMic', None): 2, ('SabzBrach', 'diceylee808'): 1, ('DonShappelle', None): 3, ('rosebudcassidy', None): 1, ('xxkkxxkkxx', None): 1, ('hadearkandil', None): 4, ('vickycrampton', 'Leslie_Wolfe'): 1, ('Shikona', 'SupermanHotMale'): 1, ('JoBremerton', 'anonops'): 1, ('jxxmxx', 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('kaatje36', 'AaronBBrown'): 1, ('BFRESHPhoto', 'seasonothebitch'): 1, ('spirefly', 'Badgitator'): 1, ('CarlPaulus', None): 1, ('HethreC', 'DanielDenvir'): 1, ('Break1_9', 'UltraVerified'): 1, ('matthewme23', 'paisleyrae'): 1, ('LeftSlashRight', 'AngryBlackLady'): 1, ('oneunionmom', 'jackwadeshow'): 1, ('OccupyWallStMus', None): 1, ('ivyrayne83', 'anonops'): 1, ('MarkGerard', None): 1, ('fiorentina5', 'mobius1ski'): 1, ('laurenglasscock', 'turnageb'): 1, ('watershedchron', None): 1, ('Zjlynch', 'C0d3Fr0sty'): 1, ('Org9', None): 1, ('silviaglaa', 'Ciudadano_Zer0'): 1, ('txmeljo', 'TheNewDeal'): 1, ('pllorenzo', 'WeOccupyAmerica'): 1, ('judderwocky', 'TakeWallStreet'): 1, ('Benjamin_Flex', 'Spudlovr'): 1, ('viktorado', 'OpWallStreet'): 1, ('only_positivity', 'TheNewDeal'): 1, ('anamsiddiq', 'duylinhtu'): 1, ('bioticvector', 'KeithOlbermann'): 1, ('TLBramley', None): 1, ('NotQuiteMary', 'TheOther99'): 1, ('MightyPenGirl', 'AnonyKonk: @BarackObama'): 1, ('twitrbugs', 'LOLGOP'): 1, ('copygeniusgirl', None): 1, ('MiranHosny', 'hadearkandil'): 1, ('MiyazakiMegu', 'crazyjane13'): 1, ('bori_214', 'majorityfm'): 1, ('manbear', 'j3'): 1, ('pdjmoo', 'DailyKos'): 1, ('LaLaurLaura', 'OccupyOrlMedia: @occupywallst'): 1, ('portugaltheman', 'CelluloidBlonde'): 1, ('robin_egg_blue_', 'TheNewDeal'): 1, ('_ScottRoy', 'CalFireNews'): 1, ('Perazza', 'KeithOlbermann'): 1, ('MightyPenGirl', 'BrianDCrouse'): 1, ('politicsofamy', 'HuffingtonPost'): 1, ('DadaIsGalletas', 'CelluloidBlonde'): 1, ('dvnix', 'Art_Guy1'): 1, ('ilmestykset', None): 1, ('Amywhere', 'TheNewDeal'): 1, ('EvanPokroy', 'politicsofamy'): 1, ('pishka', 'PyreBorn'): 1, ('portugaltheman', 'PyreBorn'): 1, ('RomperSTL', 'Teddy2500'): 1, ('dvnix', 'Shoq'): 1, ('AntarianRani', 'JeffSharlet'): 1, ('vaneeesa', 'WikiTerms'): 5, ('OccupyKC', 'Beelzebjorn'): 1, ('singlepayer', 'UltraVerified'): 1, ('DBAYJR', 'TheOther99'): 1, ('guykanon', 'OWNtheNWO'): 1, ('DakotaNorthAnon', 'ElizabethJone18'): 1, ('Isajah78', 'diceylee808'): 1, ('HuggyBear116', None): 1, ('trvslogan', 'OccupyWallSt'): 1, ('autolysis', 'allisonkilkenny'): 1, ('UsRevolt11', 'JLownLaw'): 1, ('mangobeach', 'JLownLaw'): 1})

In [4]:

list(rt_network.items())
name=['user','number']
import pandas as pd
test=pd.DataFrame(columns=name,data=list(rt_network.items()))
test.to_csv('C:/Users/shysh/Desktop/HOMEWORK/homework2.csv')