#PutSouthAfricansFirst , Twitter, 9/11/2022 10:20:20 PM, 281741


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#PutSouthAfricansFirst _2022-09-11_11-36-26.xlsx
#PutSouthAfricansFirst _2022-09-11_11-36-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2022
Short Description:
#PutSouthAfricansFirst via NodeXL https://bit.ly/3xfKTZD
@meb40122141
@homeaffairssa
@mastimpa
@naledithari
@island_tribe17
@jabu_psaf
@sadi18032311
@dgden
@skydelila
@ancisacurse

Top hashtags:
#putsouthafricansfirst
#operationdudula
#wewantourcountryback

Description:
Description
The graph represents a network of 1,882 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, 11 September 2022 at 18:37 UTC.

The requested start date was Sunday, 11 September 2022 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 9-day, 6-hour, 58-minute period from Thursday, 01 September 2022 at 15:28 UTC to Saturday, 10 September 2022 at 22:27 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 : 1882
Unique Edges : 2132
Edges With Duplicates : 9504
Total Edges : 11636
Number of Edge Types : 5
MentionsInRetweet : 5790
Replies to : 597
Mentions : 825
Retweet : 4057
Tweet : 367
Self-Loops : 410
Reciprocated Vertex Pair Ratio : 0.0146606334841629
Reciprocated Edge Ratio : 0.0288976097038887
Connected Components : 24
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1838
Maximum Edges in a Connected Component : 11573
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.105291
Graph Density : 0.00158359703076969
Modularity : 0.238074
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,882 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, 11 September 2022 at 18:37 UTC.

The requested start date was Sunday, 11 September 2022 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 9-day, 6-hour, 58-minute period from Thursday, 01 September 2022 at 15:28 UTC to Saturday, 10 September 2022 at 22:27 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:
[145] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits/sfs/whatsapp/1275680318?recruiter=1275680318&recruited_by_id=373227f0-2b2d-11ed-aa17-89f60224ab31&utm_source=share_petition&utm_campaign=share_for_starters_page&utm_medium=whatsapp
[50] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[5] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1167777754&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=23c1ebc0-38cb-11eb-abeb-4f55ba46bb2b&share_bandit_exp=initial-34329053-en-GB
[4] https://www.citizen.co.za/news/3188259/clash-of-classes-in-pretoria-east-august-2022/
[4] http://DISGUSTED.It
[3] https://toshdetergents.co.za/
[3] https://twitter.com/maximilianlion/status/1565539683668459520
[3] https://twitter.com/Amika94855371/status/1565919870264528896
[2] https://twitter.com/JUDGEJUSTIN777/status/1565435124631670788
[2] https://twitter.com/Richard_Spoor/status/1568306866060500999

Top URLs in Tweet in G1:
[8] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[4] https://www.citizen.co.za/news/3188259/clash-of-classes-in-pretoria-east-august-2022/
[3] https://twitter.com/maximilianlion/status/1565539683668459520
[3] http://DISGUSTED.It
[2] https://twitter.com/GaytonMcK/status/1565613836966793218
[2] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1167777754&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=23c1ebc0-38cb-11eb-abeb-4f55ba46bb2b&share_bandit_exp=initial-34329053-en-GB
[2] https://twitter.com/langalihl/status/1567514710223855617
[1] https://twitter.com/Marshal38712550/status/1328388529928499204
[1] https://twitter.com/21_Be_Positive/status/1565343457333239814
[1] https://twitter.com/alfred_cabonena/status/1565068852072964097

Top URLs in Tweet in G2:
[2] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[1] https://twitter.com/Iam_FZBkaG/status/1565259190045757443
[1] https://twitter.com/NtsieniUnaado/status/1566118258473852929
[1] https://twitter.com/LebeaPompe/status/1568283777582989314
[1] https://twitter.com/Sgoloza007/status/1568182921512554498
[1] https://twitter.com/i/web/status/1568680531474399237
[1] https://twitter.com/Amika94855371/status/1565919870264528896
[1] https://twitter.com/LebeaPompe/status/1566355858057056261
[1] https://www.news24.com/news24/southafrica/news/sa-is-not-a-nobodys-country-western-cape-judge-dismisses-black-axe-bail-appeal-20220903
[1] https://mobile.twitter.com/News24

Top URLs in Tweet in G3:
[145] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits/sfs/whatsapp/1275680318?recruiter=1275680318&recruited_by_id=373227f0-2b2d-11ed-aa17-89f60224ab31&utm_source=share_petition&utm_campaign=share_for_starters_page&utm_medium=whatsapp
[4] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[2] https://twitter.com/JUDGEJUSTIN777/status/1565435124631670788
[2] https://twitter.com/mastimpa/status/1565420953093431296
[1] https://twitter.com/mastimpa/status/1565892851602530311
[1] https://twitter.com/kelebile141/status/1565951494452551680
[1] https://twitter.com/i/spaces/1OyJAVMyaQWxb
[1] https://twitter.com/teffujoy/status/1566028359322292224?s=21&t=7MbptS8NgwoHhhvnjWI5tg
[1] http://DISGUSTED.It
[1] https://twitter.com/GaytonMcK/status/1566754199160987648

Top URLs in Tweet in G4:
[1] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[1] https://twitter.com/matinyarare/status/1568190660108238850
[1] https://twitter.com/NationalCoGTA/status/1568109557079048192
[1] https://twitter.com/MosaRoccoII/status/1565406019135700996
[1] https://twitter.com/landback_/status/1565422804585021449
[1] https://twitter.com/SaaymanBarry/status/1565648087896432641
[1] https://twitter.com/Thiboblaste/status/1565783787228827656
[1] https://twitter.com/Jabu_PSAF/status/1565920856076869633
[1] https://twitter.com/OperationDudula/status/1566029996329680897
[1] https://twitter.com/SaaymanBarry/status/1566184914575310852

Top URLs in Tweet in G5:
[34] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB
[3] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1167777754&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=23c1ebc0-38cb-11eb-abeb-4f55ba46bb2b&share_bandit_exp=initial-34329053-en-GB
[1] https://psafliveapparel.company.site/
[1] https://twitter.com/NkunziNK/status/1568348070290792449
[1] https://twitter.com/Amika94855371/status/1565919870264528896
[1] https://twitter.com/ramalokot/status/1565941972736565251
[1] https://twitter.com/NalediThari/status/1565788612909752320
[1] https://twitter.com/TheCitizen_News/status/1566125888785235969
[1] https://twitter.com/matinyarare/status/1568604138203713538

Top URLs in Tweet in G6:
[3] https://toshdetergents.co.za/

Top URLs in Tweet in G7:
[1] https://twitter.com/OperationDudula/status/1565684306902663171
[1] https://twitter.com/daddyhope/status/1566886935066558464
[1] https://twitter.com/HrhDumisani/status/1565942422571474944
[1] https://twitter.com/i/web/status/1568651823925415939
[1] https://twitter.com/MogonoNkele/status/1566823877342367745
[1] https://www.change.org/p/we-south-africans-reject-the-extension-of-zep-permits?recruiter=1187631251&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=0c880300-887a-11eb-8e96-6726f25c37bd&share_bandit_exp=initial-34329053-en-GB

Top URLs in Tweet in G8:
[1] https://twitter.com/ClasycMan/status/1567768183133683713
[1] https://twitter.com/DougChigudu/status/1565396149057601539
[1] https://twitter.com/Richard_Spoor/status/1568306866060500999
[1] https://twitter.com/TheCitizen_News/status/1565764732417708033
[1] https://twitter.com/VehicleTrackerz/status/1567452764363538435

Top URLs in Tweet in G10:
[1] https://twitter.com/KhanyaMsika/status/1567983111966703618
[1] https://twitter.com/IOL/status/1568349376564822016

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[200] change.org
[9] co.za
[4] disgusted.it
[2] bulawayo24.com
[2] news24.com
[1] scholarlyafrica.com
[1] tiktok.com
[1] audiomack.com
[1] facebook.com

Top Domains in Tweet in G1:
[146] twitter.com
[10] change.org
[4] co.za
[3] disgusted.it
[1] youtube.com
[1] news24.com

Top Domains in Tweet in G2:
[16] twitter.com
[2] change.org
[1] news24.com
[1] co.za

Top Domains in Tweet in G3:
[149] change.org
[23] twitter.com
[1] disgusted.it
[1] co.za
[1] facebook.com

Top Domains in Tweet in G4:
[10] twitter.com
[1] change.org

Top Domains in Tweet in G5:
[37] change.org
[6] twitter.com
[1] company.site

Top Domains in Tweet in G6:
[3] co.za

Top Domains in Tweet in G7:
[5] twitter.com
[1] change.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2326] putsouthafricansfirst
[641] operationdudula
[186] wewantourcountryback
[137] putsouthaficansfirst
[135] putsouthafricafirst
[120] mzansivoices
[99] ikekhumalo29august22
[93] handsoffdrphophi
[90] mebsweb
[84] ministermotsoaledi



Top Hashtags in Tweet in G1:
[799] putsouthafricansfirst
[253] operationdudula
[105] wewantourcountryback
[60] handsoffdrphophi
[53] werejectzepextension
[53] ikekhumalo29august22
[46] onsbaizanie
[45] putsoutharficansfirst
[34] voetsekanc
[29] pavision2024

Top Hashtags in Tweet in G2:
[334] putsouthafricansfirst
[65] operationdudula
[38] ministermotsoaledi
[33] wewantourcountryback
[25] ikekhumalo29august22
[23] enougisenough
[19] mebsweb
[15] mzansivoices
[12] putsouthaficansfirst
[9] sarejectzepextension

Top Hashtags in Tweet in G3:
[488] putsouthafricansfirst
[124] operationdudula
[105] putsouthafricafirst
[95] putsouthaficansfirst
[46] putsouthafricanfirst
[38] zep
[14] wewantourcountryback
[12] ministermotsoaledi
[11] mebsweb
[11] mzansivoices

Top Hashtags in Tweet in G4:
[98] putsouthafricansfirst
[29] mebsweb
[21] operationdudula
[10] wewantourcountryback
[9] ministermotsoaledi
[7] handsoffdrphophi
[7] enougisenough
[6] mecdrphophiramathuba
[6] putsoutharficansfirst
[6] ikekhumalo29august22

Top Hashtags in Tweet in G5:
[248] putsouthafricansfirst
[44] operationdudula
[10] wewantourcountryback
[7] enougisenough
[7] sarejectzepextension
[7] mebsweb
[6] mzansivoices
[5] dudula
[5] zep
[5] werejectzepextension

Top Hashtags in Tweet in G6:
[54] putsouthafricansfirst
[31] operationdudula
[14] skeemsaam
[14] etvscandal
[7] mebsweb
[6] voetsekanc
[6] wewantourcountryback
[5] ministermotsoaledi
[4] mzansivoices
[4] voetsekmotsoaledi

Top Hashtags in Tweet in G7:
[124] putsouthafricansfirst
[15] operationdudula
[3] wewantourcountryback
[2] ikekhumalo29august22
[2] enougisenough
[2] voetsekanc
[2] handsoffdrphophi
[2] effmembers
[2] dudula
[2] putsouthafricafirst

Top Hashtags in Tweet in G8:
[103] putsouthafricansfirst
[74] operationdudula
[57] mzansivoices
[5] onsbaizanie
[4] voetsekeff
[3] voetsekanc
[3] mebsweb
[3] wewantourcountryback
[2] putsoutharficansfirst
[2] ikekhumalo29august22

Top Hashtags in Tweet in G9:
[12] putsouthafricansfirst
[2] putsoutharficansfirst
[2] ikekhumalo29august22
[2] handsoffdrphophi
[2] wewantourcountryback
[2] operationdudula
[2] mzansivoices
[1] voetsekanc
[1] voetsekeff
[1] sarejectzepextension

Top Hashtags in Tweet in G10:
[17] putsouthafricansfirst
[2] abolishthemonarchy
[2] lizbeth
[2] britishimperialism
[1] putsouthafricafirst
[1] britishempire
[1] dudula
[1] queen
[1] reparations
[1] ukraine

Top Words
Top Words in Tweet in Entire Graph:
[2140] #putsouthafricansfirst
[1024] meb40122141
[889] south
[852] june
[660] homeaffairssa
[636] africans
[628] #operationdudula
[573] 2023
[553] permits
[511] country

Top Words in Tweet in G1:
[778] #putsouthafricansfirst
[251] #operationdudula
[245] meb40122141
[225] south
[172] country
[143] africans
[126] gaytonmck
[116] homeaffairssa
[107] june
[106] sa

Top Words in Tweet in G2:
[358] meb40122141
[323] #putsouthafricansfirst
[128] immigration
[116] illegal
[96] bliss
[96] brands
[93] south
[89] sa
[87] another
[75] homeaffairssa

Top Words in Tweet in G3:
[462] #putsouthafricansfirst
[208] country
[203] extension
[190] zep
[190] permits
[186] protect
[184] future
[178] rejecting
[169] south
[145] add

Top Words in Tweet in G4:
[514] june
[345] 2023
[226] homeaffairssa
[191] zim
[188] naledithari
[176] permits
[173] motsoaledi
[173] become
[173] 2024
[172] aaron

Top Words in Tweet in G5:
[161] #putsouthafricansfirst
[159] south
[150] africans
[135] extension
[131] zep
[103] dudula
[90] december
[89] jabu_psaf
[89] recognize
[89] 31st

Top Words in Tweet in G6:
[150] teachers
[101] south
[88] dudula
[81] foreign
[78] africans
[78] lost
[78] nationals
[77] yesterday
[76] jobs
[75] 150k

Top Words in Tweet in G7:
[121] #putsouthafricansfirst
[97] homeaffairssa
[85] dirco_za
[85] immediately
[84] implement
[84] visa
[84] requirements
[83] following
[81] countries
[78] zim

Top Words in Tweet in G8:
[98] #putsouthafricansfirst
[74] #operationdudula
[57] #mzansivoices
[54] mjondolo985
[20] meb40122141
[15] south
[12] africans
[9] dudula
[9] june
[8] homeaffairssa

Top Words in Tweet in G9:
[82] members
[82] community
[47] dudula
[42] see
[42] please
[42] operation
[41] eff
[41] mobilize
[41] rid
[40] topthestreets

Top Words in Tweet in G10:
[20] shops
[19] zungulavuyo
[17] #putsouthafricansfirst
[13] south
[11] africans
[10] foreigners
[10] running
[10] spazas
[10] barber
[10] cellphone

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[621] south,africans
[566] june,2023
[289] aaron,motsoaledi
[283] motsoaledi,homeaffairssa
[283] homeaffairssa,extended
[283] extended,zim
[283] zim,permits
[282] #putsouthafricansfirst,protect
[282] permits,june
[282] 2023,mark

Top Word Pairs in Tweet in G1:
[139] south,africans
[135] #putsouthafricansfirst,#operationdudula
[78] #operationdudula,#putsouthafricansfirst
[77] last,night
[77] night,watched
[77] watched,peter
[77] peter,ndoro
[77] ndoro,interviewing
[77] interviewing,simba
[77] simba,chintando

Top Word Pairs in Tweet in G2:
[96] bliss,brands
[96] illegal,immigration
[63] south,africans
[48] done,bliss
[48] brands,meeting
[48] meeting,labour
[48] labour,inspectors
[48] inspectors,bliss
[48] brands,another
[48] june,2023

Top Word Pairs in Tweet in G3:
[184] #putsouthafricansfirst,protect
[184] protect,future
[182] future,country
[178] country,rejecting
[167] rejecting,extension
[160] extension,zep
[157] zep,permits
[145] permits,add
[145] add,signature
[113] signature,âœ

Top Word Pairs in Tweet in G4:
[343] june,2023
[172] aaron,motsoaledi
[172] motsoaledi,homeaffairssa
[172] homeaffairssa,extended
[172] extended,zim
[172] zim,permits
[171] permits,june
[171] 2023,mark
[171] mark,words
[171] words,june

Top Word Pairs in Tweet in G5:
[144] south,africans
[89] africans,recognize
[89] recognize,zep
[89] zep,extension
[89] extension,31st
[89] 31st,december
[89] december,ziyakhala
[89] ziyakhala,dudula
[88] jabu_psaf,south
[87] dudula,#putsouthafricansfirstâ

Top Word Pairs in Tweet in G6:
[78] south,africans
[78] foreign,nationals
[75] 150k,assistant
[75] assistant,teachers
[75] teachers,lost
[75] lost,jobs
[75] jobs,yesterday
[75] yesterday,need
[75] need,dudula
[75] dudula,foreign

Top Word Pairs in Tweet in G7:
[84] dirco_za,homeaffairssa
[84] homeaffairssa,immediately
[84] immediately,implement
[84] implement,visa
[84] visa,requirements
[83] requirements,following
[80] following,countries
[76] countries,somalia
[72] somalia,ethiopia
[72] ethiopia,zimbabwe

Top Word Pairs in Tweet in G8:
[62] #operationdudula,#putsouthafricansfirst
[57] #putsouthafricansfirst,#mzansivoices
[54] mjondolo985,#operationdudula
[12] south,africans
[10] #putsouthafricansfirst,#operationdudula
[6] sadi18032311,#putsouthafricansfirst
[6] june,2023
[5] jabu_psaf,south
[5] africans,recognize
[5] recognize,zep

Top Word Pairs in Tweet in G9:
[42] operation,dudula
[41] see,eff
[41] eff,members
[41] members,community
[41] community,please
[41] please,mobilize
[41] mobilize,community
[41] community,members
[41] members,rid
[41] rid,operation

Top Word Pairs in Tweet in G10:
[11] south,africans
[10] foreigners,running
[10] running,spazas
[10] spazas,barber
[10] barber,shops
[10] shops,cellphone
[10] cellphone,shops
[10] shops,guest
[10] guest,houses
[10] houses,hair

Top Replied-To
Top Replied-To in Entire Graph:
@gaytonmck
@effsouthafrica
@news24
@meb40122141
@matinyarare
@timeslive
@homeaffairssa
@cyrilramaphosa
@operationdudula
@iam_fzbkag

Top Replied-To in G1:
@gaytonmck
@news24
@meb40122141
@cyrilramaphosa
@nativeofmzantsi
@matinyarare
@effsouthafrica
@timeslive
@adfsafrica
@safmnews

Top Replied-To in G2:
@54battalion
@fanamokoena
@homeaffairssa
@vfsglobal
@ivan2meyer
@jessegriesel
@iol
@1dudula
@zandile21109882
@mokgatjane_w

Top Replied-To in G3:
@effsouthafrica
@gaytonmck
@floydshivambu
@gautenghealth
@cliffshiko
@iam_fzbkag
@action4sa
@sabcnews
@meb40122141
@sandile_panther

Top Replied-To in G4:
@amabhoyz001
@uber_rsa
@gaytonmck
@homeaffairssa

Top Replied-To in G5:
@mbalulafikile
@meb40122141
@mphoseeri
@shashie08
@matinyarare
@levigos
@mtwanaxabiso
@jabu_psaf
@mdnnewss

Top Replied-To in G6:
@mashobanesa

Top Replied-To in G7:
@newzroom405
@lirandzuthemba
@daddyhope
@aron_hyman
@abramjee
@africafactszone
@news24
@mabomvini_za
@homeaffairssa
@timeslive

Top Replied-To in G8:
@gaytonmck
@effgautengprov
@yesumurena
@iol
@sakhimhlongo
@dougchigudu
@tshwaneeff
@tshepo11834355
@pbutheelezi
@shima61539558

Top Mentioned
Top Mentioned in Entire Graph:
@meb40122141
@homeaffairssa
@naledithari
@island_tribe17
@jabu_psaf
@mastimpa
@skydelila
@sadi18032311
@gaytonmck
@ancisacurse

Top Mentioned in G1:
@meb40122141
@homeaffairssa
@gaytonmck
@ancisacurse
@island_tribe17
@mastimpa
@sadi18032311
@naledithari
@onsbaizanie
@msutul1

Top Mentioned in G2:
@meb40122141
@homeaffairssa
@iam_fzbkag
@ally_blackpower
@mastimpa
@naledithari
@isephara
@sadi18032311
@island_tribe17
@shokwakhe16

Top Mentioned in G3:
@meb40122141
@homeaffairssa
@simbachitando
@oppressednot
@mastimpa
@msutul1
@naledithari
@mwelase_sthe
@julius_s_malema
@gaytonmck

Top Mentioned in G4:
@homeaffairssa
@naledithari
@meb40122141
@umalumewabantu
@jabu_psaf
@island_tribe17
@skydelila
@ncongwaneka
@sacitizensfirst
@sadi18032311

Top Mentioned in G5:
@jabu_psaf
@meb40122141
@sacitizensfirst
@changeorgsa
@w_mtee
@homeaffairssa
@island_tribe17
@naledithari
@psaflive
@ancisacurse

Top Mentioned in G6:
@skydelila
@ncongwaneka
@meb40122141
@homeaffairssa
@joy_zelda
@naledithari
@jabu_psaf
@island_tribe17
@sacitizensfirst
@tosh_detergents

Top Mentioned in G7:
@homeaffairssa
@dirco_za
@meb40122141
@dgden
@sapoliceservice
@newzroom405
@myanc
@naledithari
@daddyhope
@victorgreatree

Top Mentioned in G8:
@mjondolo985
@meb40122141
@homeaffairssa
@sadi18032311
@jabu_psaf
@naledithari
@onsbaizanie
@ncongwaneka
@island_tribe17
@proudly_mzansi

Top Mentioned in G9:
@topthestreets
@homeaffairssa
@meb40122141
@naledithari
@sadi18032311
@jabu_psaf
@mjondolo985
@skydelila
@shokwakhe16
@cynthmod

Top Mentioned in G10:
@zungulavuyo
@umalumewabantu
@ancisacurse
@gaytonmck
@nhlanhlalucan
@meb40122141
@homeaffairssa
@myanc
@mahlatjimm
@msutul1

Top Tweeters
Top Tweeters in Entire Graph:
@sabcnews
@bbcnews
@news24
@enca
@iol
@benjiseitlhamo
@jacanews
@ramalokot
@ewnupdates
@timeslive

Top Tweeters in G1:
@bbcnews
@news24
@iol
@timeslive
@abramjee
@dailymaverick
@iamotherguy
@kele_tebz
@shabs_i_r
@havdh4024

Top Tweeters in G2:
@cci_network
@crimemind3
@ma_loj
@big5mania
@yifilim
@mahmoodhaffy
@lavitosoul
@misssteelo
@_kp_rps
@sophie_mokoena

Top Tweeters in G3:
@sabcnews
@enca
@ewnupdates
@cityofjoburgza
@thecitizen_news
@kabelodick
@radio702
@lindsaymanthey
@teffujoy
@sundaytimesza

Top Tweeters in G4:
@thatnigga_bongz
@yonga_majay
@xoliisa_
@42566657pl
@thomas_somo
@t_khule
@brendam51777950
@justxavierb
@jvnaidoo1
@porklady

Top Tweeters in G5:
@ramalokot
@cyclejunkie88
@unmovedlee
@nkosi_dlamini_
@tshephoses
@thembarifumos
@sizaninastyg
@mokonetopola
@khutsorapudi
@sir___vibes

Top Tweeters in G6:
@benjiseitlhamo
@djsbu
@nedbank
@zwidenyapt
@iam_honcho_sa
@theenosh
@tebello_maepa
@teebogo7
@survivorexit
@monatereal

Top Tweeters in G7:
@jacanews
@theeconomist
@bdlivesa
@powerfm987
@safmradio
@thembimrototo
@teamnews24
@goolammv
@angolans
@die_burger

Top Tweeters in G8:
@k_anye
@bongz_30412
@tsentsho1
@cmg_tony
@tshiu_matsepe
@thobejane_r
@phoseka
@bonglez
@stomza14
@originnamane

Top Tweeters in G9:
@mthobis36571940
@mykapteni
@leesah_zimbo
@topthestreets
@jerrypurfz
@huey_crypto
@gambeaceae
@lekitlane_toka
@stan87479150
@lebzicangal

Top Tweeters in G10:
@sdu_mpembe
@collen_km
@pastorransley
@mandla_sobethu
@mahlatjimm
@dalukthula
@aphiwe106
@_tshatshu_
@mthimkhulupapi
@zungulavuyo