#PutSouthAfricansFirst , Twitter, 10/24/2021 8:41:24 PM, 264644


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#PutSouthAfricansFirst _2021-10-24_11-37-13.xlsx
#PutSouthAfricansFirst _2021-10-24_11-37-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 24, 2021
Short Description:
#PutSouthAfricansFirst via NodeXL https://bit.ly/3BbBEJ2
@meb40122141
@accountcitizens
@landback_
@khulilemlomdeen
@homeaffairssa
@sepedirock
@bfsf1212
@dee61270606
@uleratopillay1
@zungulavuyo

Top hashtags:
#putsouthafricansfirst
#wewantourcountryback
#gqeberha

Description:
Description
The graph represents a network of 1,427 Twitter users whose tweets in the requested range contained "#PutSouthAfricansFirst ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 October 2021 at 18:39 UTC.

The requested start date was Sunday, 24 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 1-hour, 37-minute period from Friday, 15 October 2021 at 03:33 UTC to Saturday, 23 October 2021 at 05:10 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 1427
Unique Edges : 1467
Edges With Duplicates : 10117
Total Edges : 11584
Number of Edge Types : 5
Retweet : 4289
MentionsInRetweet : 5949
Mentions : 703
Replies to : 215
Tweet : 428
Self-Loops : 457
Reciprocated Vertex Pair Ratio : 0.0205978397387591
Reciprocated Edge Ratio : 0.0403642628599557
Connected Components : 22
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1390
Maximum Edges in a Connected Component : 11538
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.992296
Graph Density : 0.00199665635003553
Modularity : 0.197491
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,427 Twitter users whose tweets in the requested range contained "#PutSouthAfricansFirst ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 October 2021 at 18:39 UTC.

The requested start date was Sunday, 24 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 1-hour, 37-minute period from Friday, 15 October 2021 at 03:33 UTC to Saturday, 23 October 2021 at 05:10 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #PutSouthAfricansFirst
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.iol.co.za/dailynews/news/kwazulu-natal/nine-shot-dead-including-two-children-in-durban-informal-settlement-b47ab0dd-dc82-4a79-835d-7d87f55a37ab?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634471579
[4] https://twitter.com/VehicleTrackerz/status/1448965165970563077
[4] https://twitter.com/Lesba007/status/1450672155704844292
[3] https://twitter.com/khulilemlomdeen/status/1451218896191643653
[3] https://twitter.com/bonglez/status/1451036896751140864
[2] https://twitter.com/ZungulaVuyo/status/1451453665349410821
[2] http://country.No
[2] https://twitter.com/uLeratoPillay1/status/1451268464874754055
[2] https://twitter.com/NewsnoteNetwork/status/1450078255348858883
[2] https://twitter.com/BongMelz/status/1449323436820647944

Top URLs in Tweet in G1:
[4] https://twitter.com/Lesba007/status/1450672155704844292
[2] https://twitter.com/Lesba007/status/1450674823139676165
[2] https://twitter.com/uLeratoPillay1/status/1450894652010283015
[2] https://twitter.com/bonglez/status/1451036896751140864
[2] https://twitter.com/Kelebile141/status/1451136466717978630
[2] https://twitter.com/uLeratoPillay1/status/1451268464874754055
[2] https://twitter.com/MEB40122141/status/1451070867396513793
[2] https://twitter.com/uLeratoPillay1/status/1450204852869554185
[2] https://twitter.com/uLeratoPillay1/status/1450796121417256965
[2] https://twitter.com/MEB40122141/status/1451042886317924353

Top URLs in Tweet in G2:
[6] https://www.iol.co.za/dailynews/news/kwazulu-natal/nine-shot-dead-including-two-children-in-durban-informal-settlement-b47ab0dd-dc82-4a79-835d-7d87f55a37ab?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634471579
[2] https://twitter.com/VictoriaAfrica9/status/1448748245786759177
[2] https://twitter.com/VehicleTrackerz/status/1448965165970563077
[2] http://country.No
[2] https://twitter.com/HermanMashaba/status/1449427782111531015
[2] https://twitter.com/khulilemlomdeen/status/1451218896191643653
[2] https://twitter.com/Simply_Natt/status/1450879049463746565
[1] https://twitter.com/zilevandamme/status/1448987747759370247
[1] https://twitter.com/HermanMashaba/status/1450738340785971207
[1] https://twitter.com/MEB40122141/status/1449785363594039302

Top URLs in Tweet in G3:
[11] https://www.iol.co.za/dailynews/news/kwazulu-natal/nine-shot-dead-including-two-children-in-durban-informal-settlement-b47ab0dd-dc82-4a79-835d-7d87f55a37ab?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634471579
[1] https://twitter.com/sepedirock/status/1449777028836757511
[1] https://twitter.com/KhofuMoahloli/status/1450349405295587338
[1] https://twitter.com/landback_/status/1451237155678851076
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F1193264904%2Fposts%2F10227665121832257%2F%3Fsfnsn%3Dscwspmo
[1] https://twitter.com/iKhomanis/status/1303992164322553856
[1] https://twitter.com/SAfmnews/status/1450407404206755843
[1] https://twitter.com/Moneyweb/status/1450680652064567296
[1] https://twitter.com/landback_/status/1448750211111792648
[1] https://twitter.com/TimesLIVE/status/1448892612740538401

Top URLs in Tweet in G4:
[1] https://www.iol.co.za/dailynews/news/kwazulu-natal/nine-shot-dead-including-two-children-in-durban-informal-settlement-b47ab0dd-dc82-4a79-835d-7d87f55a37ab?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634471579
[1] https://twitter.com/LmoneyTM/status/1449714059507535878

Top URLs in Tweet in G5:
[1] https://twitter.com/Xozam1/status/1448729270487076874
[1] https://twitter.com/HermanMashaba/status/1448870958274600980
[1] https://twitter.com/katmani10/status/1448871889187790857
[1] https://twitter.com/Sizisto12/status/1449017865131200521
[1] https://twitter.com/MadiBoity/status/1449370136671043593
[1] https://twitter.com/Manikipi/status/1449440388645806090
[1] https://twitter.com/Amika94855371/status/1450313849966669826
[1] https://twitter.com/mogalewakanyane/status/1451534729480708148
[1] https://twitter.com/khulilemlomdeen/status/1451218896191643653
[1] https://twitter.com/Morubee1/status/1450357153823342594

Top URLs in Tweet in G6:
[1] https://twitter.com/MpheleMphele/status/1449247310555271171
[1] https://twitter.com/IOL/status/1450438380014145543
[1] https://twitter.com/News24/status/1450025606960267265
[1] https://twitter.com/KaConfessor/status/1450533215702290432
[1] https://twitter.com/ZungulaVuyo/status/1451453665349410821

Top URLs in Tweet in G7:
[1] https://twitter.com/RaymondShezi/status/1448867838085718033
[1] https://twitter.com/SelbyNhleko/status/1448897176399122434
[1] https://twitter.com/News24/status/1450130254929047556
[1] https://twitter.com/vngalwana/status/1450346728989855744
[1] https://twitter.com/Newzroom405/status/1450442388808294408
[1] https://twitter.com/koko_matshela/status/1450725629817720839
[1] https://twitter.com/BFSF1212/status/1450005288745066498
[1] https://twitter.com/NewsnoteNetwork/status/1450078255348858883

Top URLs in Tweet in G8:
[1] https://twitter.com/HermanMashaba/status/1448885625713745937

Top URLs in Tweet in G9:
[1] https://twitter.com/IamMzilikazi/status/1450761371121897474

Top URLs in Tweet in G10:
[2] https://vote.actionsa.org.za
[1] https://twitter.com/VehicleTrackerz/status/1451514975814623238
[1] https://twitter.com/Uche30399949/status/1449409760395210757
[1] https://www.iol.co.za/dailynews/news/kwazulu-natal/nine-shot-dead-including-two-children-in-durban-informal-settlement-b47ab0dd-dc82-4a79-835d-7d87f55a37ab?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1634471579
[1] https://twitter.com/PilaneSebele/status/1360829289537675264

Top Domains
Top Domains in Tweet in Entire Graph:
[322] twitter.com
[21] co.za
[2] country.no
[2] org.za
[1] facebook.com
[1] google.com

Top Domains in Tweet in G1:
[143] twitter.com
[1] google.com
[1] co.za

Top Domains in Tweet in G2:
[95] twitter.com
[6] co.za
[2] country.no

Top Domains in Tweet in G3:
[13] twitter.com
[11] co.za
[1] facebook.com

Top Domains in Tweet in G4:
[1] co.za
[1] twitter.com

Top Domains in Tweet in G5:
[10] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[8] twitter.com

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

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[2] org.za
[1] co.za

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2630] putsouthafricansfirst
[413] wewantourcountryback
[255] gqeberha
[240] removeanc2021
[182] massdeportation2021
[175] freesouthafrica2021
[149] eswatiniprotests
[146] jacobzuma
[144] voetsekanc
[89] voetsekeff



Top Hashtags in Tweet in G1:
[436] putsouthafricansfirst
[138] wewantourcountryback
[92] removeanc2021
[91] massdeportation2021
[84] freesouthafrica2021
[36] satimetorevolt
[27] bhekicele
[27] nozepvisaafter2021
[24] fokof
[22] voetsekanc

Top Hashtags in Tweet in G2:
[805] putsouthafricansfirst
[165] wewantourcountryback
[100] removeanc2021
[70] voetsekanc
[60] freesouthafrica2021
[56] massdeportation2021
[55] fokoffzimbabweans
[50] arrestcorruptofficials
[46] gqeberha
[35] voetsekeff

Top Hashtags in Tweet in G3:
[443] putsouthafricansfirst
[41] wewantourcountryback
[31] gqeberha
[28] removeanc2021
[23] eswatiniprotests
[23] jacobzuma
[20] nozepvisaafter2021
[17] massdeportation2021
[16] freesouthafrica2021
[15] voetsekanc

Top Hashtags in Tweet in G4:
[216] putsouthafricansfirst
[23] wewantourcountryback
[7] voetsekeff
[6] voetsekanc
[4] somalians
[3] gqeberha
[3] putsouthafricafirst
[3] savotenovember1
[3] removeanc2021
[3] landandjobsmanje

Top Hashtags in Tweet in G5:
[188] putsouthafricansfirst
[14] voetsekzimbabweans
[12] voetsekanc
[12] eswatiniprotests
[11] voetsekeff
[11] wewantourcountryback
[11] gqeberha
[10] jacobzuma
[9] misssa
[6] removeanc2021

Top Hashtags in Tweet in G6:
[146] putsouthafricansfirst
[81] gqeberha
[70] eswatiniprotests
[69] jacobzuma
[8] wewantourcountryback
[6] removeanc2021
[4] voetsekanc
[3] fokof
[3] sahasbeencompromised
[3] uselessanc

Top Hashtags in Tweet in G7:
[92] putsouthafricansfirst
[66] lge2021
[43] voteatm
[22] buildingbettercommunities
[19] wayforwardsa
[16] atmhopeofsouthafricans
[5] thechoiceisyours
[3] saynotovaccinemandate
[3] gqeberha
[3] eswatiniprotests

Top Hashtags in Tweet in G8:
[59] putsouthafricansfirst
[26] actionsa
[25] knowyourlogo
[25] enca
[6] joburgservices
[6] jmpd
[6] lawlessness
[4] wewantourcountryback
[4] voetsekanc
[3] bhekicele

Top Hashtags in Tweet in G9:
[48] putsouthafricansfirst
[12] wewantourcountryback
[9] anchatessouthafricans
[2] putsouthafricafirst
[1] xenophobiangusunuwakho
[1] voetsekeff
[1] gqeberha
[1] knowyourlogo
[1] actionsa
[1] enca

Top Hashtags in Tweet in G10:
[82] putsouthafricansfirst
[9] gqeberha
[5] voetsekeff
[5] wewantourcountryback
[5] massdeportation2021
[5] weareunemployed
[5] thetruthisnothate
[4] foreignersmustgo
[3] voetsekanc
[2] eswatiniprotests

Top Words
Top Words in Tweet in Entire Graph:
[2632] #putsouthafricansfirst
[1803] meb40122141
[820] south
[727] homeaffairssa
[628] sa
[626] accountcitizens
[548] foreign
[487] country
[481] landback_
[470] anc

Top Words in Tweet in G1:
[492] meb40122141
[436] #putsouthafricansfirst
[330] homeaffairssa
[244] foreign
[208] nationals
[203] anc
[163] busy
[145] sa
[142] mockery
[141] jhb

Top Words in Tweet in G2:
[837] meb40122141
[807] #putsouthafricansfirst
[270] sa
[266] south
[253] homeaffairssa
[179] country
[165] #wewantourcountryback
[154] foreign
[152] accountcitizens
[146] foreigners

Top Words in Tweet in G3:
[443] #putsouthafricansfirst
[270] meb40122141
[174] south
[110] sa
[105] country
[97] accountcitizens
[88] nationals
[84] foreign
[83] homeaffairssa
[83] immigrants

Top Words in Tweet in G4:
[216] #putsouthafricansfirst
[206] accountcitizens
[170] time
[95] stop
[93] idea
[85] whose
[85] come
[66] nation
[50] borders
[33] without

Top Words in Tweet in G5:
[188] #putsouthafricansfirst
[183] landback_
[136] south
[77] africa
[77] borders
[74] open
[66] news
[56] stop
[55] immigration
[54] meb40122141

Top Words in Tweet in G6:
[146] #putsouthafricansfirst
[112] khulilemlomdeen
[81] #gqeberha
[73] gqeberha
[70] #eswatiniprotests
[69] happened
[69] today
[69] #jacobzuma
[38] security
[38] fire

Top Words in Tweet in G7:
[92] #putsouthafricansfirst
[74] atmovement_sa
[66] #lge2021
[62] zungulavuyo
[58] ward
[45] president
[43] #voteatm
[32] councillor
[24] south
[22] zama

Top Words in Tweet in G8:
[59] #putsouthafricansfirst
[28] political
[28] party
[26] know
[26] #actionsa
[25] logo
[25] choices
[25] fortunately
[25] #knowyourlogo
[25] #enca

Top Words in Tweet in G9:
[48] #putsouthafricansfirst
[16] fight
[13] south
[12] #wewantourcountryback
[10] automatic
[9] brandonkaule
[9] #anchatessouthafricans
[8] idiots
[7] africans
[7] dee61270606

Top Words in Tweet in G10:
[82] #putsouthafricansfirst
[36] meb40122141
[32] accountcitizens
[24] south
[22] time
[17] foreigners
[13] sa
[12] country
[12] stop
[12] idea

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[408] foreign,nationals
[348] south,africa
[246] #wewantourcountryback,#putsouthafricansfirst
[234] south,african
[226] south,africans
[204] nationals,busy
[204] busy,labelling
[204] labelling,products
[204] products,somewhere
[204] somewhere,jhb

Top Word Pairs in Tweet in G1:
[206] foreign,nationals
[140] nationals,busy
[140] busy,labelling
[140] labelling,products
[140] products,somewhere
[140] somewhere,jhb
[140] jhb,thanks
[140] thanks,anc
[140] anc,mockery
[140] mockery,homeaffairssa

Top Word Pairs in Tweet in G2:
[115] south,africa
[108] #wewantourcountryback,#putsouthafricansfirst
[100] foreign,nationals
[76] south,african
[66] south,africans
[40] meb40122141,south
[37] action,sa
[37] meb40122141,homeaffairssa
[37] #arrestcorruptofficials,#wewantourcountryback
[36] homeaffairssa,#arrestcorruptofficials

Top Word Pairs in Tweet in G3:
[74] south,africa
[59] political,party
[58] foreign,nationals
[57] immigrants,country
[57] country,#putsouthafricansfirst
[56] party,limpopo
[56] limpopo,opposing
[56] opposing,increasing
[56] increasing,illigal
[56] illigal,immigrants

Top Word Pairs in Tweet in G4:
[85] stop,idea
[85] idea,whose
[85] whose,time
[85] time,come
[85] come,time
[85] time,#putsouthafricansfirst
[80] accountcitizens,stop
[33] nation,without
[33] without,borders
[33] borders,nation

Top Word Pairs in Tweet in G5:
[74] south,africa
[73] open,borders
[50] south,africans
[39] africa,collapsing
[39] collapsing,due
[39] due,immigrants
[39] immigrants,open
[39] borders,stop
[39] stop,immigration
[39] immigration,madness

Top Word Pairs in Tweet in G6:
[69] #gqeberha,#eswatiniprotests
[69] #eswatiniprotests,#putsouthafricansfirst
[68] happened,gqeberha
[68] gqeberha,today
[68] today,#gqeberha
[68] #putsouthafricansfirst,#jacobzuma
[67] khulilemlomdeen,happened
[34] racist,security
[34] security,guys
[34] guys,beating

Top Word Pairs in Tweet in G7:
[44] president,zungulavuyo
[23] atmovement_sa,#lge2021
[22] zama,ntshona
[22] ntshona,ward
[22] ward,39
[22] 39,councillor
[22] councillor,bcmm
[22] bcmm,atmovement_sa
[22] #lge2021,#buildingbettercommunities
[22] #buildingbettercommunities,#putsouthafricansfirst

Top Word Pairs in Tweet in G8:
[28] political,party
[26] #actionsa,#putsouthafricansfirst
[25] know,logo
[25] logo,political
[25] party,choices
[25] choices,fortunately
[25] fortunately,#knowyourlogo
[25] #knowyourlogo,#actionsa
[25] #putsouthafricansfirst,#enca
[24] raphog,know

Top Word Pairs in Tweet in G9:
[9] #anchatessouthafricans,#putsouthafricansfirst
[7] south,africans
[7] ngomatshiamo,angithi
[7] angithi,misguided
[7] misguided,idiots
[7] idiots,#putsouthafricansfirst
[7] #putsouthafricansfirst,fight
[7] fight,crime
[7] crime,fight
[6] #wewantourcountryback,#putsouthafricansfirst

Top Word Pairs in Tweet in G10:
[11] south,african
[11] accountcitizens,stop
[11] stop,idea
[11] idea,whose
[11] whose,time
[11] time,come
[11] come,time
[11] time,#putsouthafricansfirst
[11] #putsouthafricansfirst,#putsouthafricansfirst
[10] south,africans

Top Replied-To
Top Replied-To in Entire Graph:
@homeaffairssa
@meb40122141
@uleratopillay1
@mbalulafikile
@bfsf1212
@timeslive
@myanc
@newzroom405
@joshking7424

Top Replied-To in G1:
@homeaffairssa
@the_dti
@mbalulafikile
@effsouthafrica
@zilevandamme
@uleratopillay1
@bonglez
@edmnangagwa
@drgugu_wncube
@lungs_star

Top Replied-To in G2:
@meb40122141
@uleratopillay1
@mbalulafikile
@bfsf1212
@myanc
@hermanmashaba
@joshking7424
@news24
@sanc_sa
@sk_khanyela

Top Replied-To in G3:
@victoriaafrica9
@khulilemlomdeen
@nativeofmzantsi
@sepedirock
@ayandi07684809
@antar30347652
@zilevandamme
@homeaffairssa
@mzwandilemasina

Top Replied-To in G4:
@nomndenikubheka
@iam__itumeleng
@mbalinzimande12

Top Replied-To in G5:
@simbachitando
@effsouthafrica
@shaun_dlanjwa
@corbanzwide
@blackculture_hm
@jr0makhekhe
@ballotrevoluti1
@_briantloubatla
@mashabela_paul

Top Replied-To in G6:
@myanc

Top Replied-To in G7:
@bbam404
@zungulavuyo
@mzansioversight
@topthestreets
@mbalosipho

Top Replied-To in G8:
@newzroom405

Top Replied-To in G9:
@brandonkaule
@meb40122141
@abdul_mullar
@noob48397922
@africa_archives
@dee61270606
@brainwa72420609
@m_jay94
@cedric67329247
@xole_25

Top Replied-To in G10:
@effsouthafrica
@hermanmashaba
@54battalion
@timeslive
@julius_s_malema
@pol_osei

Top Mentioned
Top Mentioned in Entire Graph:
@meb40122141
@homeaffairssa
@accountcitizens
@landback_
@khulilemlomdeen
@shokwakhe16
@sepedirock
@uleratopillay1
@zilevandamme
@mbalulafikile

Top Mentioned in G1:
@meb40122141
@homeaffairssa
@accountcitizens
@landback_
@sarstax
@khulilemlomdeen
@presidencyza
@uleratopillay1
@sepedirock
@hermanmashaba

Top Mentioned in G2:
@meb40122141
@homeaffairssa
@accountcitizens
@landback_
@uleratopillay1
@khulilemlomdeen
@shokwakhe16
@happyerics
@hermanmashaba
@ncongwaneka

Top Mentioned in G3:
@meb40122141
@accountcitizens
@homeaffairssa
@landback_
@sepedirock
@shokwakhe16
@zilevandamme
@khulilemlomdeen
@ruraltarain
@uleratopillay1

Top Mentioned in G4:
@accountcitizens
@landback_
@meb40122141
@uleratopillay1
@motheo2009
@faith21972393
@myanc
@cyrilramaphosa
@shokwakhe16

Top Mentioned in G5:
@landback_
@meb40122141
@mbalulafikile
@accountcitizens
@homeaffairssa
@khulilemlomdeen
@effsouthafrica
@ofs5b
@uleratopillay1
@khadijahhosana

Top Mentioned in G6:
@khulilemlomdeen
@meb40122141
@landback_
@accountcitizens
@chamber_frank
@sahrcommission
@sepedirock
@uleratopillay1
@homeaffairssa
@ncongwaneka

Top Mentioned in G7:
@atmovement_sa
@zungulavuyo
@zamantshona
@meb40122141
@mbalosipho
@landback_
@homeaffairssa
@accountcitizens
@khulilemlomdeen
@uleratopillay1

Top Mentioned in G8:
@raphog
@meb40122141
@asa_amajuba
@accountcitizens
@landback_
@homeaffairssa
@6b0594175411491
@sepedirock
@mnyamanimbonani
@khulilemlomdeen

Top Mentioned in G9:
@brandonkaule
@ngomatshiamo
@dee61270606
@danielmarven
@sapssa
@titus18998500
@stuurbuli
@meb40122141
@homeaffairssa
@thanosza

Top Mentioned in G10:
@meb40122141
@accountcitizens
@landback_
@homeaffairssa
@jeffdumisani
@gmongalo2
@shokwakhe16
@topthestreets
@putsouthafrica9
@thatomahlaza

Top Tweeters
Top Tweeters in Entire Graph:
@mthigo_
@sabcnews
@alettaha
@sabreakingnews
@danielmarven
@news24
@enca
@jacanews
@iol
@landnoli

Top Tweeters in G1:
@alettaha
@time2coach
@lakhilakhi5
@_cosatu
@llpot
@powerfm987
@kenn_ffci
@virgintalent
@simaxis
@hadebem2

Top Tweeters in G2:
@sabcnews
@news24
@jacanews
@abramjee
@radio702
@givvy_givven
@ma_loj
@thatnigga_bongz
@mxolisibob
@ashrafgarda

Top Tweeters in G3:
@enca
@timeslive
@cityofjoburgza
@pnmaster_
@mama_bridgie
@leksdogg
@marinavanzyl
@immigrants24
@_wiseysa
@sundaytimesza

Top Tweeters in G4:
@me86793059
@grimmsdottr
@kasiprototype
@kitmokoka
@pamaponya
@iam_khuthadzo
@samir_5777
@janvanpotgieter
@dezza04570403
@radebeaxe

Top Tweeters in G5:
@mthigo_
@landnoli
@crimemind3
@blackculture_hm
@safmnews
@thabomoloiinc
@epic_nj
@k_gillion
@i_nkunzi
@artofpsyi

Top Tweeters in G6:
@azania_magwala
@rulzkay1_
@gomza49263288m
@theenosh
@melatomatlokots
@our_da
@pablozane2
@cderastambele
@dusty51266077
@nt0k0z0n

Top Tweeters in G7:
@thobanemazibuko
@xoliisa_
@iamiqili
@jelejele89
@mamncane_t
@pasekatsoaela
@asgumbi
@muz_ndelu
@fannienkosi1
@wandilemsomix

Top Tweeters in G8:
@kenkoen
@tshepome2
@mmdarsot
@imaam_a_rahman
@blacknotafrican
@phililetshwane
@wastemansa
@light50995046
@blxckadv
@eighty8street

Top Tweeters in G9:
@sabreakingnews
@danielmarven
@vusisambo
@xole_25
@mpho_r6
@as_sabbirin
@ngomatshiamo
@xhantipayi
@brandonkaule
@tlsibanda

Top Tweeters in G10:
@meyorichaunt
@xhakazamdu
@naledzanih
@sayentrepreneur
@54battalion
@t_mxo57
@topthestreets
@voonxo_nhanho1
@jim22carter
@jxmeeeel


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