#PutSouthAfricansFirst , Twitter, 6/13/2021 11:16:40 PM, 256833


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#PutSouthAfricansFirst _2021-06-13_11-31-19.xlsx
#PutSouthAfricansFirst _2021-06-13_11-31-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
#PutSouthAfricansFirst via NodeXL https://bit.ly/3vmQIAG
@meb40122141
@thabe_mudzu
@landback_
@blackculture_hm
@thembarifumos
@lerato_pillay
@sepedirock
@radebe_jacob
@oathsof
@chamber_frank

Top hashtags:
#putsouthafricansfirst
#wewantourcountryback

Description:
Description
The graph represents a network of 1,485 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, 13 June 2021 at 18:33 UTC.

The requested start date was Sunday, 13 June 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 9-day, 3-hour, 30-minute period from Thursday, 03 June 2021 at 18:58 UTC to Saturday, 12 June 2021 at 22:28 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 : 1485
Unique Edges : 911
Edges With Duplicates : 9520
Total Edges : 10431
Number of Edge Types : 5
Retweet : 4405
MentionsInRetweet : 5089
Replies to : 237
Mentions : 323
Tweet : 377
Self-Loops : 413
Reciprocated Vertex Pair Ratio : 0.0207117852975496
Reciprocated Edge Ratio : 0.0405830237210632
Connected Components : 24
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 10361
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.280964
Graph Density : 0.00158775536134027
Modularity : 0.187538
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,485 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, 13 June 2021 at 18:33 UTC.

The requested start date was Sunday, 13 June 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 9-day, 3-hour, 30-minute period from Thursday, 03 June 2021 at 18:58 UTC to Saturday, 12 June 2021 at 22:28 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:
[43] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[10] https://www.instagram.com/accounts/login/
[7] https://twitter.com/disclosetv/status/1401980300847161349
[6] https://twitter.com/sepedirock/status/1401239608848011269
[4] https://twitter.com/TsunguAlice/status/1401803633428156417
[4] https://twitter.com/CarTrackerSA/status/1402246614413107214
[3] https://twitter.com/Commander_C007/status/1401233455262932995
[3] https://twitter.com/Nandisa_Milisi/status/1403246743442149379
[3] https://twitter.com/khulilemlomdeen/status/1401511857723252738
[2] https://twitter.com/CorbanZwide/status/1402309405677400068

Top URLs in Tweet in G1:
[11] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[4] https://www.instagram.com/accounts/login/
[2] https://twitter.com/MEB40122141/status/1400666942143401993
[2] http://jiki.No
[2] https://twitter.com/SizweLo/status/1257306519034449926
[2] https://psafst.org.za/
[2] https://twitter.com/Ntu2koMazibuko/status/1403741100918124545
[2] https://twitter.com/BlackCulture_HM/status/1402880697954668545
[2] https://twitter.com/disclosetv/status/1401980300847161349
[1] https://twitter.com/alfred_cabonena/status/1403719568602898438

Top URLs in Tweet in G2:
[9] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[2] https://twitter.com/african_heart12/status/1403193446282768387
[2] https://twitter.com/Nandisa_Milisi/status/1403246743442149379
[1] https://twitter.com/BFSF1212/status/1400477827036811271
[1] https://twitter.com/nellyngwenya7/status/1400540065877667843
[1] https://twitter.com/MEB40122141/status/1400886430566653956
[1] https://twitter.com/tracy_mudau/status/1400892645891842049
[1] https://twitter.com/CorbanZwide/status/1400897688380624899
[1] https://twitter.com/Khumbuz98119386/status/1401089937508864000
[1] https://twitter.com/MEB40122141/status/1401055081219375104

Top URLs in Tweet in G3:
[9] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[5] https://www.instagram.com/accounts/login/
[3] https://twitter.com/disclosetv/status/1401980300847161349
[2] https://twitter.com/Thabe_Mudzu/status/1403317616777871360
[1] https://twitter.com/NativeOfMzantsi/status/1400494778735755267
[1] https://twitter.com/NgarivhumeJacob/status/1401769258552467456
[1] https://twitter.com/Khothatso_Khoza/status/1401517857691815936
[1] https://www.iol.co.za/business-report/companies/clover-closes-sas-biggest-cheese-factory-due-to-poor-service-delivery-by-north-west-town-d737612c-a00c-4e4b-92c8-b71137d7b3f9
[1] https://twitter.com/sa_illegal/status/1402624443315331076
[1] https://twitter.com/Thabe_Mudzu/status/1402013299437408256

Top URLs in Tweet in G4:
[1] https://twitter.com/tsepedi_lt/status/1402163492745056263
[1] https://twitter.com/pretorianews/status/1402940942844411910
[1] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[1] https://twitter.com/Ruraltarain/status/1401952619149549580

Top URLs in Tweet in G5:
[1] https://twitter.com/FollowerRSA/status/1403012860540825602

Top URLs in Tweet in G6:
[2] https://twitter.com/renoomokri/status/1401838881323073541
[2] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[1] https://zwnews.com/joshua-maponga-in-cheating-storm-woman29-leaks-alleged-affair/
[1] https://twitter.com/SpurRestaurant/status/1401827910776938500
[1] https://twitter.com/BraBobM/status/1403300919048036353
[1] https://twitter.com/OfNkululeko/status/1401538587884240902
[1] https://twitter.com/TsunguAlice/status/1401803633428156417
[1] https://twitter.com/MjekanaJK/status/1401598353834713092
[1] https://twitter.com/LisasaysSA1st/status/1401951229526351873
[1] https://twitter.com/GbooiMolesedi/status/1401803471855181826

Top URLs in Tweet in G7:
[1] https://twitter.com/boltapp/status/1400795861764947972

Top URLs in Tweet in G8:
[2] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[1] https://twitter.com/JoburgMPD/status/1400496211749224452
[1] https://twitter.com/SimonPGrindrod/status/1400506053624799244
[1] https://twitter.com/OfNkululeko/status/1401538587884240902
[1] https://twitter.com/CarTrackerSA/status/1402246614413107214
[1] https://twitter.com/Lesba007/status/1402279435588542484
[1] https://h5.bambooglobalization.com/#/pages/login/register?parentId=875559
[1] https://twitter.com/lefamorobe/status/1402656473264672776

Top URLs in Tweet in G9:
[5] https://twitter.com/sepedirock/status/1401239608848011269
[3] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[1] https://twitter.com/MEB40122141/status/1400880285248598025
[1] https://twitter.com/i/web/status/1401257433872408582
[1] https://twitter.com/i/web/status/1401257476759162887
[1] https://twitter.com/i/web/status/1401257628823662594
[1] https://twitter.com/i/web/status/1401270625210187779
[1] https://twitter.com/pretorianews/status/1402940942844411910
[1] https://twitter.com/_Babazile/status/1402166482256207876
[1] https://twitter.com/CarTrackerSA/status/1402246614413107214

Top URLs in Tweet in G10:
[2] https://www.news24.com/news24/southafrica/news/manager-at-ags-office-in-pretoria-held-for-allegedly-offering-home-affairs-official-a-r3-000-bribe-20210603
[1] https://twitter.com/SAPoliceService/status/1400404561504964611
[1] https://twitter.com/ewnupdates/status/1400860433767010310
[1] https://twitter.com/myzimbabwenews/status/1400858877000929287
[1] https://twitter.com/Anelemehlo/status/1403240203947495425
[1] https://twitter.com/MissB20_10/status/1402221619834150912
[1] https://twitter.com/Gentlements/status/1401876316295766017

Top Domains
Top Domains in Tweet in Entire Graph:
[233] twitter.com
[43] news24.com
[10] instagram.com
[2] org.za
[2] jiki.no
[2] co.za
[2] youtube.com
[1] enca.com
[1] bambooglobalization.com
[1] hustlersimbizo.com

Top Domains in Tweet in G1:
[60] twitter.com
[11] news24.com
[4] instagram.com
[2] jiki.no
[2] org.za
[1] co.za
[1] co.zw

Top Domains in Tweet in G2:
[74] twitter.com
[9] news24.com

Top Domains in Tweet in G3:
[16] twitter.com
[9] news24.com
[5] instagram.com
[1] co.za

Top Domains in Tweet in G4:
[3] twitter.com
[1] news24.com

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

Top Domains in Tweet in G6:
[40] twitter.com
[2] news24.com
[1] zwnews.com

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

Top Domains in Tweet in G8:
[6] twitter.com
[2] news24.com
[1] bambooglobalization.com

Top Domains in Tweet in G9:
[15] twitter.com
[3] news24.com

Top Domains in Tweet in G10:
[6] twitter.com
[2] news24.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2513] putsouthafricansfirst
[626] wewantourcountryback
[381] freesouthafrica2021
[198] findlindokuhlemabena
[170] dudula2021
[109] massdeportation2021
[109] voetsekanc
[87] voetsekeff
[70] putsouthaficansfirst
[68] ripeff



Top Hashtags in Tweet in G1:
[932] putsouthafricansfirst
[262] wewantourcountryback
[152] freesouthafrica2021
[97] dudula2021
[75] voetsekanc
[50] massdeportation2021
[47] findlindokuhlemabena
[47] voetsekeff
[37] foreignersmustleavesa
[34] ripeff

Top Hashtags in Tweet in G2:
[353] putsouthafricansfirst
[156] wewantourcountryback
[148] freesouthafrica2021
[24] massdeportation2021
[22] ripeff
[17] findlindokuhlemabena
[13] voetsekanc
[12] removeanc2021
[11] putsouthaficansfirst
[10] foreignersmustgo

Top Hashtags in Tweet in G3:
[210] putsouthafricansfirst
[103] findlindokuhlemabena
[39] wewantourcountryback
[25] dudula2021
[18] freesouthafrica2021
[9] foreignersmustleavesa
[7] putsouthaficansfirst
[7] foreignersmustgo
[7] voetsekeff
[6] voetsekanc

Top Hashtags in Tweet in G4:
[109] putsouthafricansfirst
[4] freesouthafrica2021
[4] dudula2021
[3] powerperspective
[3] wewantourcountryback
[3] findlindokuhlemabena
[2] massdeportation2021
[1] sidikiwe
[1] ripeff
[1] foreignersmustgo

Top Hashtags in Tweet in G5:
[133] putsouthafricansfirst
[1] effredfriday
[1] findlindokuhlemabena

Top Hashtags in Tweet in G6:
[147] putsouthafricansfirst
[43] wewantourcountryback
[26] dudula2021
[22] massdeportation2021
[13] freesouthafrica2021
[4] voetsekanc
[2] ripeff
[2] panafricanparliament
[2] putsouthafricafirst
[2] removeanc2021

Top Hashtags in Tweet in G7:
[37] putsouthafricansfirst
[14] voetsekeff
[13] voestsekanc
[2] nathanieljulius
[2] brendinhorner
[2] findlindokuhlemabena
[1] freesouthafrica2021
[1] wewantourcountryback
[1] dudula2021
[1] stopfarmmurders

Top Hashtags in Tweet in G8:
[85] putsouthafricansfirst
[26] wewantourcountryback
[11] freesouthafrica2021
[4] findlindokuhlemabena
[3] foreignersmustgo
[3] putsouthaficansfirst
[3] dudula2021
[3] massdeportation2021
[1] foreignersmustleavesa
[1] humantraffickingisreal

Top Hashtags in Tweet in G9:
[189] putsouthafricansfirst
[71] wewantourcountryback
[9] freesouthafrica2021
[8] putsouthaficansfirst
[4] foreignersmustgo
[3] ripeff
[3] findlindokuhlemabena
[2] phalaborwa
[2] massdeportation2021
[1] bhekicele

Top Hashtags in Tweet in G10:
[98] putsouthafricansfirst
[10] freesouthafrica2021
[10] findlindokuhlemabena
[7] wewantourcountryback
[3] foreignersmustgo
[3] putsouthaficansfirst
[3] dudula2021
[3] voetsekanc
[2] panafricanparliament
[2] ripeff

Top Words
Top Words in Tweet in Entire Graph:
[2513] #putsouthafricansfirst
[1445] meb40122141
[999] south
[626] #wewantourcountryback
[600] thabe_mudzu
[577] people
[561] landback_
[510] africa
[423] country
[406] africans

Top Words in Tweet in G1:
[932] #putsouthafricansfirst
[593] meb40122141
[345] south
[262] #wewantourcountryback
[176] africa
[174] landback_
[168] country
[154] thabe_mudzu
[152] #freesouthafrica2021
[139] africans

Top Words in Tweet in G2:
[441] meb40122141
[353] #putsouthafricansfirst
[156] #wewantourcountryback
[148] #freesouthafrica2021
[126] homeaffairssa
[120] fraudulently
[105] busy
[104] today
[101] south
[94] well

Top Words in Tweet in G3:
[234] thabe_mudzu
[210] #putsouthafricansfirst
[175] see
[129] 13
[129] year
[129] old
[129] missing
[105] meb40122141
[103] #findlindokuhlemabena
[98] south

Top Words in Tweet in G4:
[154] landback_
[109] #putsouthafricansfirst
[73] foreign
[70] nationals
[70] informal
[68] foreigners
[67] tired
[66] demand
[65] sector
[65] trading

Top Words in Tweet in G5:
[252] against
[133] #putsouthafricansfirst
[126] case
[126] opened
[126] herman
[126] mashaba
[126] encouraging
[126] black
[126] people
[126] violent

Top Words in Tweet in G6:
[147] #putsouthafricansfirst
[104] job
[98] south
[71] lerato_pillay
[66] africa
[63] people
[58] one
[57] meb40122141
[57] getting
[53] such

Top Words in Tweet in G7:
[37] #putsouthafricansfirst
[18] units
[14] #voetsekeff
[13] #voestsekanc
[12] foreigners
[11] deport
[10] arrest
[10] illegal
[9] air
[9] dog

Top Words in Tweet in G8:
[85] #putsouthafricansfirst
[61] chamber_frank
[59] south
[51] meb40122141
[35] foreign
[34] africa
[33] zimbabwe
[31] nationals
[27] africans
[26] #wewantourcountryback

Top Words in Tweet in G9:
[189] #putsouthafricansfirst
[91] south
[71] #wewantourcountryback
[61] africans
[52] meb40122141
[48] sepedirock
[45] careful
[39] business
[38] mean
[37] times

Top Words in Tweet in G10:
[98] #putsouthafricansfirst
[68] south
[48] africans
[31] people
[30] meb40122141
[28] zungulavuyo
[26] economy
[24] trade
[24] township
[24] rural

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[475] south,africa
[396] south,africans
[352] foreign,nationals
[288] #putsouthafricansfirst,#wewantourcountryback
[218] year,old
[217] shops,belonging
[217] belonging,foreign
[217] nationals,race
[215] 13,year
[207] fraudulently,obtained

Top Word Pairs in Tweet in G1:
[158] south,africa
[137] south,africans
[100] #putsouthafricansfirst,#wewantourcountryback
[93] #wewantourcountryback,#putsouthafricansfirst
[91] foreign,nationals
[73] #freesouthafrica2021,#wewantourcountryback
[60] shops,belonging
[60] belonging,foreign
[60] nationals,race
[59] fraudulently,obtained

Top Word Pairs in Tweet in G2:
[78] #wewantourcountryback,#putsouthafricansfirst
[75] #freesouthafrica2021,#wewantourcountryback
[74] fraudulently,obtained
[58] mystery,man
[58] man,mr
[58] mr,ngr
[58] ngr,lehobye
[58] lehobye,snr
[58] snr,amin
[58] amin,clerk

Top Word Pairs in Tweet in G3:
[129] 13,year
[129] year,old
[82] see,#findlindokuhlemabena
[82] #findlindokuhlemabena,young
[82] young,13
[82] old,mamelodi
[82] mamelodi,missing
[82] missing,family
[82] family,see
[81] thabe_mudzu,see

Top Word Pairs in Tweet in G4:
[70] foreign,nationals
[64] informal,trading
[63] removal,foreign
[63] nationals,informal
[63] trading,sector
[63] sector,national
[63] national,demand
[63] demand,sick
[63] sick,tired
[63] tired,foreigners

Top Word Pairs in Tweet in G5:
[126] #putsouthafricansfirst,case
[126] case,opened
[126] opened,against
[126] against,herman
[126] herman,mashaba
[126] mashaba,encouraging
[126] encouraging,black
[126] black,people
[126] people,violent
[126] violent,against

Top Word Pairs in Tweet in G6:
[65] south,africa
[52] getting,job
[51] job,south
[51] africa,become
[51] become,unusual
[51] unusual,such
[51] such,extent
[51] extent,one
[51] one,person
[51] person,gets

Top Word Pairs in Tweet in G7:
[13] #voestsekanc,#voetsekeff
[13] #voetsekeff,#putsouthafricansfirst
[10] deport,illegal
[10] illegal,foreigners
[9] arrest,air
[9] air,units
[9] units,dog
[9] dog,units
[9] units,crime
[9] crime,intelligence

Top Word Pairs in Tweet in G8:
[31] foreign,nationals
[30] south,africa
[26] south,africans
[24] shops,belonging
[24] belonging,foreign
[24] nationals,race
[20] #putsouthafricansfirst,#wewantourcountryback
[20] zimbabweans,busy
[20] busy,burning
[20] burning,closing

Top Word Pairs in Tweet in G9:
[59] south,africans
[52] #putsouthafricansfirst,#wewantourcountryback
[48] #putsouthafricansfirst,#putsouthafricansfirst
[37] careful,times
[37] times,south
[37] africans,mean
[37] mean,business
[37] business,#putsouthafricansfirst
[36] sepedirock,careful
[21] south,africa

Top Word Pairs in Tweet in G10:
[47] south,africans
[24] africans,trade
[24] trade,township
[24] township,rural
[24] rural,inner
[24] inner,city
[24] city,economy
[24] economy,#putsouthafricansfirst
[23] zungulavuyo,south
[15] many,people

Top Replied-To
Top Replied-To in Entire Graph:
@meb40122141
@landback_
@abramjee
@homeaffairssa
@bfsf1212
@sapoliceservice
@lwatti_redberry
@tsungualice
@thabe_mudzu
@cartrackersa

Top Replied-To in G1:
@meb40122141
@verashni
@bfsf1212
@54battalion
@realpatriot102
@blackculture_hm
@lwatti_redberry
@asandapeter5
@thabe_mudzu
@landback_

Top Replied-To in G2:
@homeaffairssa
@lwatti_redberry
@sapoliceservice
@jnyembe1
@zishaphhi
@khumbuz98119386
@aya_tengani
@dirco_za
@edmnangagwa
@zwelinzima1

Top Replied-To in G3:
@tsungualice
@kemodisi
@putsans_1st
@sangawasie
@cool_guyjsomtin
@mpondoprincesss
@mo_mode88
@radio2000za
@landback_
@geoffmakhubo

Top Replied-To in G4:
@landback_
@meb40122141

Top Replied-To in G5:
@followerrsa
@bigkoostar
@hermanmashaba

Top Replied-To in G6:
@lollymkunqwana
@jideofoor
@tsungualice
@commander_c007
@6b0594175411491
@bfsf1212
@segopotjenkadi3

Top Replied-To in G7:
@abramjee
@thabe_mudzu
@wendy94669657
@ranaperefilwe1
@geoffmakhubo
@carteblanchetv
@reditlhabi
@sapoliceservice
@sandf_za
@gp_commsafety

Top Replied-To in G8:
@gardeegodrich
@letshel71703224
@iol

Top Replied-To in G9:
@marcus_lot
@cartrackersa
@blackculture_hm
@lerato_pillay
@gaytonmck
@naledichirwa
@lvovosa

Top Replied-To in G10:
@zungulavuyo
@tsungualice
@samkelemaseko
@mmodiba10
@vuyanipambo
@sangawasie
@missb20_10
@myanc

Top Mentioned
Top Mentioned in Entire Graph:
@meb40122141
@thabe_mudzu
@landback_
@homeaffairssa
@chamber_frank
@lerato_pillay
@shokwakhe16
@_marksandiso
@blackculture_hm
@sepedirock

Top Mentioned in G1:
@meb40122141
@landback_
@thabe_mudzu
@chamber_frank
@homeaffairssa
@_marksandiso
@topthestreets
@asandapeter5
@better_sa_fan
@myanc

Top Mentioned in G2:
@meb40122141
@homeaffairssa
@thabe_mudzu
@landback_
@chamber_frank
@shokwakhe16
@lerato_pillay
@deptoflabour
@sepedirock

Top Mentioned in G3:
@thabe_mudzu
@meb40122141
@landback_
@indigenous_sa
@chamber_frank
@sapoliceservice
@shokwakhe16
@peezyjr
@homeaffairssa
@_marksandiso

Top Mentioned in G4:
@landback_
@meb40122141
@thabe_mudzu
@shokwakhe16
@king78190744
@topthestreets
@sebenkambule
@powerfm987
@mkharigiven
@chamber_frank

Top Mentioned in G5:
@blackculture_hm
@hermanmashaba
@action4sa
@khongelanikarel
@brandonkaule
@s72qukx860y
@followerrsa
@landback_
@thabe_mudzu

Top Mentioned in G6:
@lerato_pillay
@meb40122141
@landback_
@trevoreinnor
@thabe_mudzu
@_marksandiso
@chamber_frank
@homeaffairssa
@sepedirock
@ellahlopa

Top Mentioned in G7:
@thabe_mudzu
@sapoliceservice
@landback_
@topthestreets
@meb40122141
@vusi74285522
@gp_commsafety
@reditlhabi
@faithmazibukosa
@bhekicele

Top Mentioned in G8:
@chamber_frank
@meb40122141
@landback_
@thabe_mudzu
@lerato_pillay
@topthestreets
@better_sa_fan
@asandapeter5
@afriforum
@realpatriot102

Top Mentioned in G9:
@meb40122141
@sepedirock
@thabe_mudzu
@landback_
@lerato_pillay
@homeaffairssa
@chamber_frank
@_marksandiso
@topthestreets

Top Mentioned in G10:
@meb40122141
@zungulavuyo
@thabe_mudzu
@landback_
@ingonyama1993
@chamber_frank
@lerato_pillay
@shokwakhe16
@topthestreets
@homeaffairssa

Top Tweeters
Top Tweeters in Entire Graph:
@cipherequality
@sabcnews
@danielmarven
@news24
@iol
@cnn
@nydailynews
@timeslive
@landnoli
@cityofjoburgza

Top Tweeters in G1:
@sabcnews
@iol
@timeslive
@landnoli
@rulzkay1_
@abramjee
@guardiannigeria
@powerfm987
@kulanicool
@shabs_i_r

Top Tweeters in G2:
@power987news
@dailymaverick
@lungah__
@stitchious
@mheidtman
@theenosh
@muhlezintombela
@xndimba
@ma_thukela
@ndimudau

Top Tweeters in G3:
@radio2000za
@mamurudi
@chinedumc92
@sisiphothegift
@hadebem2
@_shaunkeyz
@kenkoen
@governmentza
@thahitmang
@s_n_warrior

Top Tweeters in G4:
@lehutso_
@lavitosoul
@lindsaymanthey
@mkhathini_03
@mazet_2nice
@ssbl369j
@ephraimmanamela
@hills007
@maxwell__ncube
@msiza_jj

Top Tweeters in G5:
@blackculture_hm
@teebogo7
@rhaduuxesibe
@mselbad
@madzhiemashau
@mpiganiauhuru
@bigkoostar
@thokozip
@keithaphiwe
@landles64023942

Top Tweeters in G6:
@cipherequality
@benjiseitlhamo
@niniqhawekazi
@segopotjenkadi3
@afurakani0
@lollymkunqwana
@black__sheeep
@brabobm
@lord_suwi
@nkosinomusab

Top Tweeters in G7:
@cnn
@nydailynews
@cityofjoburgza
@reditlhabi
@marcel__za
@ranaperefilwe1
@mnet
@gtp_traffstats
@wendy94669657
@gautengprovince

Top Tweeters in G8:
@bass_mad
@skalmania
@great_lioness
@gardeegodrich
@nkulule26721157
@coetzeeloni
@iam_sboch
@afriforum
@agentszar
@micro_blogger9

Top Tweeters in G9:
@thembarifumos
@mzwanelemanyi
@lkgophane
@naledichirwa
@brendam51777950
@sepedirock
@scholtzsusan
@thegreatosi
@minenhl2020
@motheo2009

Top Tweeters in G10:
@azania_kal
@meyorichaunt
@keletso30933369
@mmodiba10
@doublegizzy
@tamundakuwe
@samkelemaseko
@pule_mokhothu
@rise_africa
@missb20_10


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