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Twitter Users Arfness/paid-twitter-gupta
Twitter Users Arfness/paid-twitter-gupta
From:
marc_smith
Uploaded on:
June 23, 2017
Short Description:
Arfness/paid-twitter-gupta via NodeXL http://bit.ly/2tXn2em
@france4u2
@mzwanelemanyi
@mngxitama
@wmc_leaks
@news24
@ferialhaffajee
@gumede783
@makhaya129

Description:
Description
The graph represents the network of Twitter users in the Twitter List "Arfness/paid-twitter-gupta". The network was obtained from Twitter on Friday, 23 June 2017 at 16:56 UTC.

It shows who was mentioned or replied to in the users' recent tweets. It includes only the specified users.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 863
Unique Edges : 1692
Edges With Duplicates : 41484
Total Edges : 43176
Number of Edge Types : 3
Mentions : 29153
Replies to : 4136
Tweet : 9887
Self-Loops : 9887
Reciprocated Vertex Pair Ratio : 0.166031987814166
Reciprocated Edge Ratio : 0.284781188765513
Connected Components : 164
Single-Vertex Connected Components : 137
Maximum Vertices in a Connected Component : 662
Maximum Edges in a Connected Component : 42908
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.521017
Graph Density : 0.00411611144418784
Modularity : 0.052998
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[191] http://www.wmcleaks.com/peter-sherwood-chronicles/
[65] https://twitter.com/phutism/status/796052270953721856
[56] http://www.wmcleaks.com/kpmg-paid-well-withdraw-ties-oakbay-investments/
[45] https://whitemonopoly.wordpress.com/2017/06/08/white-monopoly-does-exist-in-south-africa/
[29] https://www.youtube.com/watch?v=k9IrGZI1qaU&feature=youtu.be
[26] http://wmcscams.com/how-can-south-africa-break-the-barrier-of-white-colonialism/
[26] https://twitter.com/SAFakeNews/status/835822473962786817
[26] https://twitter.com/SAFakeNews/status/836220294398373889
[26] https://twitter.com/abrahamcpt19/status/834730334730215425
[25] https://twitter.com/GossSgafc/status/835782904353599488

Top URLs in Tweet in G1:
[187] http://www.wmcleaks.com/peter-sherwood-chronicles/
[25] http://wmcscams.com/how-can-south-africa-break-the-barrier-of-white-colonialism/
[22] http://www.wmcleaks.com/sam-sole-brain-behind-amabhungane-negative-journalism/
[20] http://www.wmcleaks.com/white-led-banks-monopoly-not-letting-blacks-business/
[18] http://www.wmcleaks.com/national-treasury-sold-to-johann-rupert/
[17] https://twitter.com/amahledeavalos/status/877012830943412224
[16] http://www.wmcleaks.com/amabhungane-propaganda-arsenal-johann-rupert-thuli-madonsela/
[16] http://www.wmcleaks.com/
[16] http://www.wmcleaks.com/exposed-wmc-paid-twitter-roll/
[15] http://www.wmcleaks.com/voice-against-biased-white-media/

Top URLs in Tweet in G2:
[35] https://whitemonopoly.wordpress.com/2017/06/08/white-monopoly-does-exist-in-south-africa/
[13] http://whitemonopoly.com/
[11] http://searchsecurity.techtarget.com/definition/email-spoofing
[9] http://www.ann7.com/ann7-treasury-expose-treasurys-catastrophic-audit-report/
[8] http://www.iol.co.za/news/opinion/trevor-manuel-you-ate-from-the-trough-of-white-monopoly-capital-9766894
[5] https://twitter.com/XabisoVili/status/873436234558746624
[5] https://twitter.com/XabisoVili/status/873743307469275136
[4] https://twitter.com/NeilJansson/status/872311706063712259
[4] http://m.fin24.com/fin24/Economy/africa-keeps-losing-20170609
[4] http://blackopinion.co.za/2016/04/15/our-captured-media/

Top URLs in Tweet in G3:
[2] https://twitter.com/vlovsa/status/875663552530362368
[1] https://twitter.com/i/web/status/878217547866226688
[1] https://twitter.com/i/web/status/876003165958676480
[1] http://www.news24.com/SouthAfrica/News/cape-storms-the-fault-of-white-monopoly-capital-mngxitama-20170609
[1] https://twitter.com/i/web/status/876745538405662720
[1] http://www.publicopinion.co.za/blf-vs-helen-zille-face-to-face-cape-high-court/
[1] https://twitter.com/i/web/status/877041916906356736
[1] https://twitter.com/i/web/status/877472367819112448
[1] http://www.southafricabuzz.co.za/findings-of-mkhwebane-regarding-the-money-pay-back-by-absa/
[1] https://twitter.com/i/web/status/877819100990324738

Top URLs in Tweet in G4:
[65] https://twitter.com/phutism/status/796052270953721856
[41] http://www.wmcleaks.com/kpmg-paid-well-withdraw-ties-oakbay-investments/
[29] https://www.youtube.com/watch?v=k9IrGZI1qaU&feature=youtu.be
[26] https://twitter.com/abrahamcpt19/status/834730334730215425
[26] https://twitter.com/SAFakeNews/status/836220294398373889
[26] https://twitter.com/SAFakeNews/status/835822473962786817
[25] https://twitter.com/akka_africa/status/834732391843381249
[25] https://twitter.com/GossSgafc/status/835782904353599488
[24] https://www.youtube.com/watch?v=nl9oDHwZA1A&feature=youtu.be
[23] https://twitter.com/sibonelokgasi1/status/795975616222871552

Top URLs in Tweet in G5:
[6] http://www.news24.com/
[5] http://www.news24.com/SouthAfrica/News/guptaleaks-how-the-guptas-screwed-denel-20170610
[2] http://www.news24.com/SouthAfrica/News/radical-economic-transformation-must-go-beyond-slogans-ramaphosa-20170619
[1] https://twitter.com/i/web/status/837914624028651520
[1] https://twitter.com/i/web/status/846629871149236224
[1] https://twitter.com/france4u1/status/837304258940674049
[1] http://www.biznews.com/?p=120876
[1] http://www.news24.com/SouthAfrica/News/mashatile-endorses-ramaphosa-20170617
[1] http://www.news24.com/Columnists/MaxduPreez/guptas-vs-treasury-its-open-war-20170328
[1] http://www.news24.com/SouthAfrica/News/people-have-died-because-of-this-cancer-patient-on-price-fixing-allegations-20170615

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/856091305763635200
[1] https://twitter.com/i/web/status/854248905663500288
[1] https://twitter.com/i/web/status/873473104596668416
[1] http://www.enca.com/south-africa/concourt-to-proclaim-on-bathabile-dlamini-legal-cost
[1] http://www.enca.com/south-africa/zuma-urges-youth-to-seek-economic-transformation?utm_term=Autofeed&utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#link_time=1497847050
[1] https://twitter.com/i/web/status/875296204778754048
[1] http://www.enca.com/south-africa/concourt-to-proclaim-on-bathabile-dlamini-legal-cost?utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#link_time=1497678235
[1] http://www.enca.com/south-africa/catch-it-live-zuma-addresses-crowd-at-ventersdorp-youth-day-celebrations?utm_term=Autofeed&utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#link_time=1497597850
[1] https://twitter.com/i/web/status/874971105953533958
[1] https://www.enca.com/south-africa/watch-madonsela-speaks-on-guptaleaks-implications?utm_campaign=Echobox&utm_medium=Social&utm_source=Twitter#link_time=1497791268

Top URLs in Tweet in G7:
[2] http://www.news24.com/SouthAfrica/News/cape-storms-the-fault-of-white-monopoly-capital-mngxitama-20170609
[1] https://twitter.com/i/web/status/876043170202742784
[1] http://blackopinion.co.za/2017/06/12/blacks-dialogue-blf-asks-anc-please-dont-sell-us/
[1] https://twitter.com/i/web/status/875701680075141120
[1] http://blackopinion.co.za/2017/06/11/2019-project-exposed-whites-take-back-political-power/
[1] https://twitter.com/i/web/status/875029463926542336
[1] http://www.sowetanlive.co.za/news/2017/04/19/zcc-shows-radebe-the-gate---conflicting-reports-on-church-guest-list
[1] https://twitter.com/i/web/status/876733664406667264
[1] https://twitter.com/i/web/status/875961914765049856
[1] https://twitter.com/i/web/status/875631357824716800

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/874593839675297792
[1] https://twitter.com/i/web/status/874603562290089985
[1] https://twitter.com/i/web/status/874605027519811584
[1] http://www.fin24.com/Economy/zuma-consulting-legal-advisers-to-start-state-capture-inquiry-ramaphosa-20170614-2
[1] https://twitter.com/i/web/status/874616208179568640
[1] https://twitter.com/i/web/status/873223067299917824
[1] https://twitter.com/i/web/status/873225228700274689
[1] https://twitter.com/i/web/status/873227158218518529
[1] https://twitter.com/i/web/status/875390474772762629
[1] https://twitter.com/i/web/status/874593445590990848

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/871723872789385217
[1] https://twitter.com/i/web/status/871716792053444608
[1] https://twitter.com/i/web/status/871709811284496385
[1] https://twitter.com/mailandguardian/status/873141513726939136
[1] https://twitter.com/mariannethamm/status/871695703340441600
[1] https://twitter.com/i/web/status/852478692307734530
[1] https://twitter.com/naki_jacket/status/822401032684638208
[1] https://twitter.com/i/web/status/877421641399234561
[1] https://twitter.com/i/web/status/877043814938136576
[1] https://twitter.com/i/web/status/871266274369839104

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/874593129709678593
[1] https://twitter.com/i/web/status/874490403470364672
[1] https://twitter.com/i/web/status/874577856575266816
[1] https://twitter.com/i/web/status/874579533181136896
[1] https://twitter.com/i/web/status/874604843398254593
[1] https://twitter.com/i/web/status/874593972945137664
[1] https://twitter.com/i/web/status/874592504183750656
[1] https://twitter.com/i/web/status/874603296006316032
[1] https://twitter.com/i/web/status/874570315325734912
[1] https://twitter.com/i/web/status/874596492392136704

Top Domains
Top Domains in Tweet in Entire Graph:
[3039] twitter.com
[513] wmcleaks.com
[369] co.za
[92] news24.com
[65] youtube.com
[47] wmcscams.com
[45] wordpress.com
[33] ann7.com
[33] google.com
[30] dodgysaministers.com

Top Domains in Tweet in G1:
[1182] twitter.com
[464] wmcleaks.com
[141] co.za
[40] wmcscams.com
[29] dodgysaministers.com
[15] ann7.com
[12] news24.com
[10] blackbastards.org
[8] tourhq.com
[7] whitemonopoly.com

Top Domains in Tweet in G2:
[783] twitter.com
[35] wordpress.com
[33] google.com
[30] co.za
[17] whitemonopoly.com
[11] techtarget.com
[9] ann7.com
[5] fin24.com
[4] org.za
[4] scoopers.com

Top Domains in Tweet in G3:
[52] twitter.com
[14] co.za
[3] news24.com
[2] trib.al
[2] youtube.com
[1] whitemonopoly.com
[1] fb.me
[1] wmcleaks.com
[1] jacarandafm.com
[1] iafrica.com

Top Domains in Tweet in G4:
[736] twitter.com
[168] co.za
[59] youtube.com
[44] wmcleaks.com
[35] news24.com
[22] co.uk
[11] cnbcafrica.com
[8] ann7.com
[7] fin24.com
[5] enca.com

Top Domains in Tweet in G5:
[38] news24.com
[12] twitter.com
[5] fin24.com
[3] biznews.com
[1] org.za

Top Domains in Tweet in G6:
[86] twitter.com
[19] enca.com
[3] fb.me
[1] insults.you
[1] ow.ly
[1] apple.com
[1] co.za
[1] org.za
[1] ann7.com
[1] one.brother

Top Domains in Tweet in G7:
[12] twitter.com
[3] co.za
[2] news24.com
[1] wmcleaks.com
[1] fin24.com

Top Domains in Tweet in G8:
[93] twitter.com
[1] fin24.com

Top Domains in Tweet in G9:
[15] twitter.com
[8] co.za
[1] bhekisisa.org
[1] ow.ly

Top Domains in Tweet in G10:
[30] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[632] fakenews
[523] cheaterpeter
[492] gordhan
[390] oakbay
[380] economycapture
[359] whitemonopolycapital
[241] wmc
[235] welldonezuma
[221] wmcpaidmedia
[220] pravinmustgo



Top Hashtags in Tweet in G1:
[514] cheaterpeter
[358] economycapture
[198] wmcpaidmedia
[185] wmcpuppets
[168] wmc
[134] whitemonopolycapital
[99] wmcpuppet
[94] miningcharter
[51] wmcleaks
[49] yellowjournalism

Top Hashtags in Tweet in G2:
[174] whitemonopolycapital
[52] whitemonopoly
[28] whitecorruptionnocorruption
[25] southafrica
[25] miningcharter
[24] capetown
[23] capetownstorm
[13] economycapture
[13] paidtwitter
[12] wmc

Top Hashtags in Tweet in G3:
[19] miningcharter
[12] wmc
[12] guptaleaks
[11] whitemonopolycapital
[6] guptaemails
[6] ramaphosa
[6] zille
[6] zumabirthday
[5] sa
[4] pravingordhan

Top Hashtags in Tweet in G4:
[613] fakenews
[490] gordhan
[382] oakbay
[235] welldonezuma
[220] pravinmustgo
[158] sassa
[138] guptas
[128] budget2017
[105] paidjudiciary
[101] absamustpay

Top Hashtags in Tweet in G5:
[10] guptaleaks
[1] zumafirepravin
[1] gordhan
[1] oakbay
[1] guptaemails
[1] guptas
[1] miningcharter
[1] zuptadeployee
[1] zwane

Top Hashtags in Tweet in G6:
[7] zuma
[6] hlaudi
[5] guptaleaks
[4] taxistrike
[3] ramaphosa
[3] concourt
[3] madonsela
[3] eskom
[3] zumabirthday
[3] sabcnews

Top Hashtags in Tweet in G7:
[3] guptaleaks
[1] jz783
[1] moreki
[1] saneedschange
[1] zumamustfall
[1] blacksindialogue
[1] guptaemails
[1] mandela
[1] zuma
[1] zuptabot

Top Hashtags in Tweet in G8:
[2] bellpottinger
[1] zuma
[1] zumabirthday
[1] facepalm
[1] gonnagowork
[1] guptaleaks
[1] wmc

Top Hashtags in Tweet in G9:
[4] bellpottinger
[3] oakbay
[2] gupta
[2] pravingordhan
[1] guptafiles
[1] shaunabrahams
[1] npa
[1] wmc
[1] guptaleaks
[1] zuma

Top Hashtags in Tweet in G10:
[2] paidtwitter
[1] motlanthe
[1] cabinetreshuffle
[1] balekambete
[1] hlaudi
[1] phahlane
[1] wefafrica2017
[1] fakenews
[1] bellpottingerspawn
[1] wmc

Top Words
Top Words in Tweet in Entire Graph:
[5702] Words in Sentiment List#1: Positive
[10591] Words in Sentiment List#2: Negative
[75] Words in Sentiment List#3: Angry
[232575] Non-categorized Words
[248869] Total Words
[10072] rt
[2069] amp
[1518] white
[1423] gordhan
[1198] ferialhaffajee

Top Words in Tweet in G1:
[1052] rt
[515] cheaterpeter
[431] wmc_leaks
[399] bruceps
[365] economycapture
[223] samsoleza
[217] amabhungane
[201] wmc
[198] wmcpaidmedia
[186] mzwanelemanyi

Top Words in Tweet in G2:
[378] gumede783
[362] tonysantanaza
[313] rt
[256] xabisovili
[248] jeremiatinibu
[222] mzwanelemanyi
[197] iwebpaul
[177] zafferology
[171] whitemonopolycapital
[157] maths00001

Top Words in Tweet in G3:
[20] amp
[19] miningcharter
[15] wmc
[15] south
[14] zuma
[13] africa
[12] guptaleaks
[11] country
[11] whitemonopolycapital
[11] anc

Top Words in Tweet in G4:
[8660] rt
[1784] amp
[1387] gordhan
[1294] white
[1038] presidencyza
[1024] ferialhaffajee
[946] ann7tv
[937] media
[928] martin23252980
[833] sibonelokgasi1

Top Words in Tweet in G5:
[18] news24
[13] via
[12] guptas
[10] guptaleaks
[7] denel
[7] today's
[7] newsletter
[6] biznewscom
[5] go
[5] gupta

Top Words in Tweet in G6:
[49] enca
[46] rt
[37] zuma
[36] r
[24] president
[21] anc
[18] justicemalala
[18] hazeld19208002
[18] people
[18] advdali_mpofu

Top Words in Tweet in G7:
[12] julius_s_malema
[10] mngxitama
[8] karabonkabinde
[8] mmusimaimane
[6] kwela12
[5] corruption
[5] zuma
[5] stop
[5] blackopinion2
[4] again

Top Words in Tweet in G8:
[63] shammoodley
[61] gumede783
[53] vywer
[53] helenzille
[51] pieterhowes
[50] chvitika
[49] mauritzpreller
[42] salisburyjones
[37] jacobgzuma01
[28] agentcurieuse

Top Words in Tweet in G9:
[7] paulivw
[7] guptas
[7] theunisdejong
[6] rasta_mountain
[6] citizenspower
[5] gupta
[5] now
[5] mailandguardian
[4] bellpottinger
[4] esethuhasane

Top Words in Tweet in G10:
[36] mzwanelemanyi
[33] isabellalillico
[18] haniefhaider
[18] treasury
[15] 1murshid
[6] wmc
[5] eskom
[5] guptas
[5] u
[5] stephengrootes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[914] rt,martin23252980
[734] rt,simoncozman
[626] rt,abrahamcpt19
[552] rt,sibonelokgasi1
[496] fake,news
[455] south,africa
[451] pravin,gordhan
[449] rt,unbiasedview1
[402] white,monopoly
[401] rt,moopanranjeni

Top Word Pairs in Tweet in G1:
[256] rt,wmc_leaks
[169] peter,bruce
[147] rt,amahledeavalos
[82] rt,vlovsa
[80] south,africa
[76] mystery,girl
[71] johann,rupert
[57] cheaterpeter,bruceps
[51] fake,news
[49] samsoleza,sajournalist

Top Word Pairs in Tweet in G2:
[97] tonysantanaza,ct_khumalo
[89] xabisovili,tonysantanaza
[84] ahpdeb,rikkising
[71] esaiaboxer,lizahnde
[69] bradd_james,esaiaboxer
[68] maths00001,africananc
[65] iwebpaul,ahpdeb
[62] africananc,iwebpaul
[59] rikkising,issirsa
[57] jeremiatinibu,zafferology

Top Word Pairs in Tweet in G3:
[12] south,africa
[5] radical,economic
[4] economic,transformation
[3] sa,wmc
[3] white,monopoly
[3] monopoly,capital
[3] chamber,mines
[2] pravingordhan,whitemonopolycapital
[2] capital,wmc
[2] johann,rupert

Top Word Pairs in Tweet in G4:
[914] rt,martin23252980
[734] rt,simoncozman
[626] rt,abrahamcpt19
[551] rt,sibonelokgasi1
[449] rt,unbiasedview1
[441] fake,news
[426] pravin,gordhan
[401] rt,moopanranjeni
[390] rt,france4u1
[389] rt,safakenews

Top Word Pairs in Tweet in G5:
[9] via,news24
[7] today's,newsletter
[5] guptaleaks,guptas
[5] guptas,screwed
[5] screwed,denel
[4] denel,via
[3] via,biznewscom
[3] public,protector
[3] media,reports
[3] news24,maxdupreez

Top Word Pairs in Tweet in G6:
[11] enca,justicemalala
[9] jacob,zuma
[7] president,jacob
[7] matubapressure,enca
[6] rt,mbalulafikile
[6] rt,myanc
[6] our_da,mannydefreitas
[5] gt,gt
[5] hazeld19208002,enca
[5] safmnews,sabcnewsonline

Top Word Pairs in Tweet in G7:
[5] karabonkabinde,kwela12
[5] mngxitama,julius_s_malema
[3] ewnreporter,mmusimaimane
[2] mmusimaimane,gosssgafc
[2] gosssgafc,karabonkabinde
[2] blackopinion2,mngxitama
[2] sell,out
[2] suggest,andile
[2] andile,mngxitama
[2] mngxitama,stop

Top Word Pairs in Tweet in G8:
[50] helenzille,pieterhowes
[49] chvitika,helenzille
[33] salisburyjones,shammoodley
[25] shammoodley,chvitika
[22] shammoodley,gumede783
[21] jacobgzuma01,agentcurieuse
[21] gumede783,salisburyjones
[20] agentcurieuse,mauritzpreller
[19] dreamskygirlsa,gumede783
[18] mauritzpreller,solihledlamini

Top Word Pairs in Tweet in G9:
[3] paulivw,mailandguardian
[3] theunisdejong,rasta_mountain
[2] anthonyelas,paulivw
[2] gupta,family
[2] white,monopoly
[2] monopoly,capital
[2] president,jacob
[2] jacob,zuma
[2] e,mails
[2] rasta_mountain,tell

Top Word Pairs in Tweet in G10:
[24] mzwanelemanyi,isabellalillico
[17] isabellalillico,treasury
[13] haniefhaider,mzwanelemanyi
[9] 1murshid,mzwanelemanyi
[6] mzwanelemanyi,1murshid
[6] 1murshid,isabellalillico
[4] thulilemngome,mzwanelemanyi
[4] peter28663946,mzwanelemanyi
[3] guptaagent007,thulilemngome
[3] haniefhaider,1murshid

Top Replied-To
Top Replied-To in Entire Graph:
@wmc_leaks
@ferialhaffajee
@jeremiatinibu
@gumede783
@mzwanelemanyi
@mngxitama
@tonysantanaza
@bruceps
@sundaytimesza
@france4u2

Top Replied-To in G1:
@wmc_leaks
@bruceps
@mngxitama
@vlovsa
@news24
@ferialhaffajee
@azwihangwisist
@timeslive
@mzwanelemanyi
@amahledeavalos

Top Replied-To in G2:
@jeremiatinibu
@gumede783
@tonysantanaza
@sramphaul
@mzwanelemanyi
@clint_za
@xabisovili
@krishnagovend14
@stumbue
@good_heavens00

Top Replied-To in G3:
@reditlhabi
@ne_tribune

Top Replied-To in G4:
@ferialhaffajee
@sundaytimesza
@france4u2
@wmc_leaks
@ancylhq
@france4u1
@sibonelokgasi1
@siphokhuzwayo
@our_da
@ann7tv

Top Replied-To in G5:
@news24
@alechogg
@jackiecameronuk
@dailymaverick
@justicemalala
@malusim12
@amabhungane
@bruceps
@sakhimawushe
@city_press

Top Replied-To in G6:
@hazeld19208002
@our_da
@enca
@advdali_mpofu
@power987news
@thulassims
@lebokillermalel
@safmnews
@julius_s_malema
@karynmaughan

Top Replied-To in G7:
@karabonkabinde
@snowtruthonly
@blackopinion2
@makhaya129
@mngxitama
@mazwelizn
@mmusimaimane
@kwela12
@mp_pholosho
@floydshivambu

Top Replied-To in G8:
@vywer
@mauritzpreller
@shammoodley
@haniefhaider
@mzwanelemanyi
@guptaagent007
@agentcurieuse
@lootgous
@jacobgzuma01
@laraborland

Top Replied-To in G9:
@citizenspower
@esethuhasane
@paulivw
@theunisdejong
@dclantis
@jean_leroux
@anthonyelas
@rasta_mountain
@sphumza_h
@mailandguardian

Top Replied-To in G10:
@haniefhaider
@1murshid
@guptaagent007
@isabellalillico
@peter28663946
@mzwanelemanyi
@lamavuca
@takalanimahash1
@thebrolli
@thulilemngome

Top Mentioned
Top Mentioned in Entire Graph:
@presidencyza
@ann7tv
@bruceps
@ferialhaffajee
@martin23252980
@news24
@sibonelokgasi1
@simoncozman
@enca
@sundaytimesza

Top Mentioned in G1:
@bruceps
@wmc_leaks
@samsoleza
@amabhungane
@mzwanelemanyi
@amahledeavalos
@adriaanbasson
@sajournalist
@ferialhaffajee
@vlovsa

Top Mentioned in G2:
@tonysantanaza
@gumede783
@xabisovili
@mzwanelemanyi
@iwebpaul
@jeremiatinibu
@zafferology
@maths00001
@lizahnde
@ahpdeb

Top Mentioned in G3:
@faizelpatel143

Top Mentioned in G4:
@presidencyza
@martin23252980
@ann7tv
@ferialhaffajee
@sibonelokgasi1
@simoncozman
@news24
@enca
@treasuryrsa
@sundaytimesza

Top Mentioned in G5:
@news24
@biznewscom
@maxdupreez
@ferialhaffajee
@mngxitama
@city_press
@voetsek_sa
@mzwanelemanyi
@guywhoisme
@antonysguazzin

Top Mentioned in G6:
@enca
@justicemalala
@myanc
@sabcnewsonline
@advdali_mpofu
@mbalulafikile
@bantuholomisa
@julius_s_malema
@ann7tv
@mmusimaimane

Top Mentioned in G7:
@julius_s_malema
@mmusimaimane
@karabonkabinde
@kwela12
@mngxitama
@blackopinion2
@gosssgafc
@myanc
@ewnreporter
@mazwelizn

Top Mentioned in G8:
@gumede783
@shammoodley
@helenzille
@pieterhowes
@chvitika
@salisburyjones
@jacobgzuma01
@mauritzpreller
@agentcurieuse
@solihledlamini

Top Mentioned in G9:
@rasta_mountain
@paulivw
@mailandguardian
@theunisdejong
@simonallison
@shimarwigara
@anthonyelas
@sphumza_h
@bhekisisa_mg
@mmabathomontsho

Top Mentioned in G10:
@mzwanelemanyi
@isabellalillico
@treasury
@1murshid
@haniefhaider
@stephengrootes
@thulilemngome
@karynmaughan
@reditlhabi
@ferialhaffajee

Top Tweeters
Top Tweeters in Entire Graph:
@realtimehack
@sabcnewsonline
@mtamerri
@kesigan10
@sabreakingnews
@ntsikimazwai
@nealcol
@_lethabo17
@jacanews
@the_new_age

Top Tweeters in G1:
@sabcnewsonline
@ntsikimazwai
@ewnreporter
@ewnupdates
@ann7tv
@reuters
@timeslive
@power987news
@thecitizen_news
@snnreporter

Top Tweeters in G2:
@gumede783
@sakinakamwendo
@tumisole
@tonysantanaza
@clint_za
@sirlehlohonolo
@our_da
@simaxis
@lootgous
@sowetanlive

Top Tweeters in G3:
@sabreakingnews
@jacanews
@business
@themaytrix23
@zuluking709
@ft
@_cosatu
@sure_kamhunga
@superebza
@pholoho

Top Tweeters in G4:
@bdlivesa
@chiefexo
@ladybuurky
@barrybateman
@pinkykhoabane
@chrisvick3
@black1stland1st
@siphokhuzwayo
@surennaidoo
@theingthing

Top Tweeters in G5:
@news24
@city_press
@authoronline
@askgregory
@fin24
@pikkiegreeff
@tshidi_lee
@tjalm
@bluecapinv
@pierredevos

Top Tweeters in G6:
@nealcol
@enca
@cityofjoburgza
@mabine_seabe
@safmnews
@changeagentsa
@imanrappetti
@bantuholomisa
@rikhotsomsindhu
@thulimadonsela3

Top Tweeters in G7:
@kesigan10
@alettaha
@matapamarita
@mazwelizn
@ancparliament
@julius_s_malema
@kwela12
@outasa
@mmusimaimane
@nondabamadz

Top Tweeters in G8:
@helenzille
@rob_blogging
@pieterhowes
@laraborland
@mauritzpreller
@shammoodley
@vywer
@dreamskygirlsa
@trevinofritz
@funkrat

Top Tweeters in G9:
@esethuhasane
@lebogang_mot
@mailandguardian
@time2coach
@dclantis
@paulivw
@bhekisisa_mg
@a
@brucecgordon
@jbadboy28

Top Tweeters in G10:
@_lethabo17
@reditlhabi
@carienduplessis
@haniefhaider
@yakballs
@karynmaughan
@thebrolli
@nickolausbauer
@stephengrootes
@lamavuca