#PutSouthAfricansFirst , Twitter, 10/10/2021 10:58:39 PM, 264253


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#PutSouthAfricansFirst _2021-10-10_11-37-13.xlsx
#PutSouthAfricansFirst _2021-10-10_11-37-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
#PutSouthAfricansFirst via NodeXL https://bit.ly/3aocex9
@uleratopillay1
@meb40122141
@accountcitizens
@landback_
@mashabela_paul
@chamber_frank
@zungulavuyo
@shokwakhe16
@dee61270606
@billypablo7

Top hashtags:
#putsouthafricansfirst
#ieckemasepa

Description:
Description
The graph represents a network of 1,431 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, 10 October 2021 at 18:40 UTC.

The requested start date was Sunday, 10 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 9-day, 4-hour, 22-minute period from Thursday, 30 September 2021 at 05:47 UTC to Saturday, 09 October 2021 at 10:09 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 : 1431
Unique Edges : 1211
Edges With Duplicates : 9674
Total Edges : 10885
Number of Edge Types : 5
Retweet : 4300
MentionsInRetweet : 5418
Mentions : 515
Replies to : 233
Tweet : 419
Self-Loops : 488
Reciprocated Vertex Pair Ratio : 0.0168044077134986
Reciprocated Edge Ratio : 0.0330533730696288
Connected Components : 14
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 10856
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.957862
Graph Density : 0.00180371689805652
Modularity : 0.191996
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,431 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, 10 October 2021 at 18:40 UTC.

The requested start date was Sunday, 10 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 9-day, 4-hour, 22-minute period from Thursday, 30 September 2021 at 05:47 UTC to Saturday, 09 October 2021 at 10:09 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:
[84] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[50] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[8] https://www.sabcnews.com/sabcnews/zimbabwean-national-sentenced-to-five-years-for-selling-fake-passports/
[3] https://twitter.com/VehicleTrackerz/status/1443937851054436357
[3] http://www.dha.gov.za/index.php/immigration-services/visas-permits-compliance-and-cancellations-of-visas
[3] https://twitter.com/londid53/status/1445972464509591554
[3] https://twitter.com/OurCountry6/status/1446075770561044480
[3] https://twitter.com/uLeratoPillay1/status/1445091370407014407
[3] https://twitter.com/uLeratoPillay1/status/1443461472458264577
[2] http://matrix.Mr

Top URLs in Tweet in G1:
[25] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[16] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[4] https://www.sabcnews.com/sabcnews/zimbabwean-national-sentenced-to-five-years-for-selling-fake-passports/
[2] https://twitter.com/VehicleTrackerz/status/1443550852338307074
[2] https://twitter.com/VehicleTrackerz/status/1443937851054436357
[1] https://www.timeslive.co.za/politics/2021-10-04-dirco-finance-boss-shown-the-door-over-r118m-new-york-land-scandal/
[1] https://twitter.com/mbaretimes/status/1445297464072884231
[1] https://twitter.com/CrownNkhwashu/status/1445448000579375118
[1] https://twitter.com/SundayTimesZA/status/1444316351850598409
[1] https://twitter.com/uLeratoPillay1/status/1443461472458264577

Top URLs in Tweet in G2:
[8] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[6] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[2] https://www.sabcnews.com/sabcnews/zimbabwean-national-sentenced-to-five-years-for-selling-fake-passports/
[1] https://twitter.com/i/web/status/1443647381279580164
[1] https://twitter.com/i/web/status/1443754442181038081
[1] https://twitter.com/i/web/status/1443757732293746693
[1] https://twitter.com/i/web/status/1443804675908804609
[1] https://twitter.com/i/web/status/1443829180559470605
[1] https://twitter.com/i/web/status/1443941925237702663
[1] https://twitter.com/i/web/status/1444193509116981248

Top URLs in Tweet in G3:
[17] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[10] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[1] https://twitter.com/i/web/status/1443835130070642708
[1] https://twitter.com/i/web/status/1446720711356190722
[1] https://twitter.com/i/web/status/1446735973174370306
[1] https://twitter.com/i/web/status/1443825560225001488
[1] https://twitter.com/i/web/status/1446719224446177280
[1] https://www.myzimbabwe.co.zw/news/86485-bad-news-south-africa-shuts-door-on-zimbabwean-nurses.html
[1] https://twitter.com/i/web/status/1446550022934433815
[1] https://twitter.com/i/web/status/1443876347676446743

Top URLs in Tweet in G4:
[5] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[5] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[2] http://www.dha.gov.za/index.php/immigration-services/visas-permits-compliance-and-cancellations-of-visas
[2] https://twitter.com/uLeratoPillay1/status/1445460391618695170
[2] https://twitter.com/londid53/status/1445972464509591554
[1] http://matrix.Mr
[1] https://twitter.com/uLeratoPillay1/status/1443684396796628992
[1] https://twitter.com/SAMiR_5777/status/1442960698225610752
[1] https://twitter.com/zibuseman/status/1443240399418662915
[1] https://twitter.com/uLeratoPillay1/status/1442768899557269507

Top URLs in Tweet in G5:
[25] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[10] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[1] https://twitter.com/i/web/status/1443604733869035523
[1] https://twitter.com/i/web/status/1443654994327183364
[1] https://twitter.com/i/web/status/1443876096773181498
[1] https://twitter.com/i/web/status/1444030950279614474
[1] https://www.timeslive.co.za/politics/2021-10-04-dirco-finance-boss-shown-the-door-over-r118m-new-york-land-scandal/
[1] https://twitter.com/MEB40122141/status/1445261208400060419
[1] https://twitter.com/KasiEconomy/status/1445015970544824323
[1] https://www.sabcnews.com/sabcnews/zimbabwean-national-sentenced-to-five-years-for-selling-fake-passports/

Top URLs in Tweet in G6:
[2] https://twitter.com/ZungulaVuyo/status/1443103712633921536
[2] https://twitter.com/ATMovement_SA/status/1443445914509746176
[2] https://www.iol.co.za/the-star/news/businessman-who-defrauded-city-of-joburg-of-r66m-fraud-is-an-illegal-immigrant-court-told-3d346b46-630f-470f-a60e-bfbf9076ef93
[1] https://twitter.com/i/web/status/1444221933537697797
[1] https://twitter.com/ATM_Gauteng/status/1443486728027844608
[1] https://twitter.com/pani_t/status/1444083478539247619
[1] https://twitter.com/MoselaneJ/status/1444243005721006085
[1] https://twitter.com/ATMovement_SA/status/1444271958737235970
[1] https://twitter.com/i/web/status/1446415129999036425
[1] https://twitter.com/insightfactor/status/1444635589786091526

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1446710214703599616
[1] https://twitter.com/i/web/status/1443938288683921409
[1] https://twitter.com/i/web/status/1444038720068411393
[1] https://twitter.com/Hlarediahloga/status/1443956122126258181
[1] https://twitter.com/TopThestreets/status/1397148887652184065
[1] https://twitter.com/i/web/status/1446344235180044288
[1] https://twitter.com/tito_mboweni/status/1443226743150727176
[1] https://twitter.com/i/web/status/1443977848927264800
[1] https://twitter.com/MzwaneleManyi/status/1443241780372295689
[1] https://twitter.com/HermanMashaba/status/1443493792913502208

Top URLs in Tweet in G8:
[1] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[1] https://twitter.com/Ruraltarain/status/1445829251895336962
[1] https://twitter.com/Tsona31433828/status/1446093063143690246
[1] https://twitter.com/AccountCitizens/status/1446021075591208963
[1] https://twitter.com/i/web/status/1446564731490377730
[1] https://twitter.com/i/web/status/1443843684651446319
[1] https://twitter.com/Penxenxe/status/1445346701565480962
[1] https://twitter.com/landback_/status/1446189083928190977
[1] https://twitter.com/LesegoM16825790/status/1444245220330295296
[1] https://twitter.com/i/web/status/1443935742649057300

Top URLs in Tweet in G9:
[2] https://www.iol.co.za/pretoria-news/news/pretoria-to-polokwane-n1-road-spiking-duo-nabbed-f22177e1-4862-476f-80da-ae2f7a0ec935
[1] https://twitter.com/MatunziSiya/status/1445029383966806018
[1] https://twitter.com/i/web/status/1444224050058964992

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1446680635515473920

Top Domains
Top Domains in Tweet in Entire Graph:
[296] twitter.com
[144] co.za
[8] sabcnews.com
[4] gov.za
[2] matrix.mr
[2] youtube.com
[1] change.org
[1] dw.com
[1] facebook.com
[1] news24.com

Top Domains in Tweet in G1:
[81] twitter.com
[42] co.za
[4] sabcnews.com
[2] youtube.com
[1] matrix.mr
[1] dw.com
[1] gov.za

Top Domains in Tweet in G2:
[19] twitter.com
[14] co.za
[2] sabcnews.com
[1] facebook.com

Top Domains in Tweet in G3:
[36] twitter.com
[28] co.za
[1] co.zw
[1] sabcnews.com

Top Domains in Tweet in G4:
[91] twitter.com
[12] co.za
[3] gov.za
[1] matrix.mr
[1] news24.com
[1] change.org

Top Domains in Tweet in G5:
[39] co.za
[16] twitter.com
[1] sabcnews.com

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

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

Top Domains in Tweet in G8:
[9] twitter.com
[2] co.za

Top Domains in Tweet in G9:
[2] co.za
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1970] putsouthafricansfirst
[421] ieckemasepa
[191] employsouthafricans
[174] voteactionsa
[155] fokoffzimbabweans
[126] freesouthafrica2021
[120] voetsekeff
[107] wewantourcountryback
[91] voteatm
[84] ripeff



Top Hashtags in Tweet in G1:
[687] putsouthafricansfirst
[142] ieckemasepa
[96] voteactionsa
[61] letsfixsouthafrica
[59] employsouthafricans
[55] wewantourcountryback
[55] fokoffzimbabweans
[37] voetsekeff
[30] freesouthafrica2021
[26] voetsekanc

Top Hashtags in Tweet in G2:
[196] ieckemasepa
[179] putsouthafricansfirst
[47] voetsekeff
[19] fokoffzimbabweans
[12] closeourborders
[12] wewantourcountryback
[8] rsacomes1st
[8] voteactionsa
[7] voetsekanc
[6] letsouthafricalive

Top Hashtags in Tweet in G3:
[354] putsouthafricansfirst
[45] fokoffzimbabweans
[37] voteactionsa
[37] ieckemasepa
[25] ripeff
[21] voetsekeff
[20] boity
[18] employsouthafricans
[18] eff
[13] wewantourcountryback

Top Hashtags in Tweet in G4:
[304] putsouthafricansfirst
[98] employsouthafricans
[77] freesouthafrica2021
[43] humantraffickingisreal
[32] removeanc2021
[26] ripeff
[19] massdeportation2021
[18] wewantourcountryback
[18] fraudulentlyobtainedgohome
[15] uselesseff

Top Hashtags in Tweet in G5:
[183] putsouthafricansfirst
[24] fokoffzimbabweans
[18] ieckemasepa
[12] makhadzi
[12] employsouthafricans
[8] voteactionsa
[4] ripeff
[4] freesouthafrica2021
[4] wewantourcountryback
[3] kavishdeenanath

Top Hashtags in Tweet in G6:
[115] putsouthafricansfirst
[87] voteatm
[21] lge2021
[13] thechoiceisyours
[10] atmhopeofsouthafricans
[4] voetsekzwelimkhize
[2] atmmanifesto
[1] atmincommunities
[1] jamesbond
[1] level1

Top Hashtags in Tweet in G7:
[73] putsouthafricansfirst
[13] voteactionsa
[10] voestsekanc
[9] voetsekeff
[7] anchatessouthafricans
[7] letsfixsouthafrica
[3] wewantourcountryback
[2] fokoffzimbabweans
[2] hermanmashaba4jhbmayor
[1] africaforafricans

Top Hashtags in Tweet in G8:
[24] putsouthafricansfirst
[7] ieckemasepa
[2] ripeff
[2] xenophobic
[2] humantraffickingisreal
[1] rsacomes1st
[1] uselesseff
[1] voteactionsa
[1] letsfixsouthafrica

Top Hashtags in Tweet in G9:
[19] putsouthafricansfirst
[17] flipflopping
[17] sbindiuyabulala
[17] theplasconlifestyle
[17] ifani
[14] ieckemasepa
[8] voetsekzwelimkhize
[2] wewantourcountryback
[2] mallofafrica
[2] voteatm

Top Hashtags in Tweet in G10:
[7] putsouthafricansfirst
[2] zimbabweanlivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[1970] #putsouthafricansfirst
[1213] uleratopillay1
[1093] south
[1092] meb40122141
[682] accountcitizens
[646] foreigners
[566] africa
[553] zimbabweans
[421] #ieckemasepa
[411] africans

Top Words in Tweet in G1:
[687] #putsouthafricansfirst
[494] meb40122141
[466] uleratopillay1
[416] south
[212] foreigners
[210] africa
[206] zimbabweans
[191] accountcitizens
[161] africans
[142] #ieckemasepa

Top Words in Tweet in G2:
[264] accountcitizens
[196] #ieckemasepa
[179] #putsouthafricansfirst
[144] foreigners
[121] south
[116] zimbabweans
[91] herman
[83] africa
[83] uleratopillay1
[70] vote

Top Words in Tweet in G3:
[354] #putsouthafricansfirst
[258] south
[204] uleratopillay1
[178] meb40122141
[141] accountcitizens
[128] africa
[113] foreigners
[109] african
[106] zimbabweans
[95] eff

Top Words in Tweet in G4:
[304] #putsouthafricansfirst
[265] meb40122141
[104] uleratopillay1
[98] #employsouthafricans
[84] homeaffairssa
[83] foreigners
[77] #freesouthafrica2021
[62] sa
[62] please
[62] centurion

Top Words in Tweet in G5:
[305] uleratopillay1
[183] #putsouthafricansfirst
[140] south
[95] more
[77] africa
[71] zimbabweans
[68] meb40122141
[56] foreigners
[54] africans
[52] nigerians

Top Words in Tweet in G6:
[115] #putsouthafricansfirst
[115] atm
[87] #voteatm
[54] zungulavuyo
[46] atm_gauteng
[38] atmovement_sa
[38] izicaka
[35] launch
[34] manifesto
[33] president

Top Words in Tweet in G7:
[73] #putsouthafricansfirst
[29] south
[22] meb40122141
[18] sa
[15] accountcitizens
[14] brandonkaule
[14] africans
[14] foreigners
[13] uleratopillay1
[13] country

Top Words in Tweet in G8:
[24] #putsouthafricansfirst
[18] uleratopillay1
[16] south
[14] meb40122141
[13] foreigners
[10] africans
[7] our_da
[7] #ieckemasepa
[6] more
[6] racist

Top Words in Tweet in G9:
[20] motheo2009
[19] #putsouthafricansfirst
[17] julius
[17] malema
[17] doing
[17] known
[17] #flipflopping
[17] #sbindiuyabulala
[17] #theplasconlifestyle
[17] #ifani

Top Words in Tweet in G10:
[7] #putsouthafricansfirst
[4] mzwanelemanyi
[3] iecsouthafrica
[3] gloves
[3] camp
[3] instead
[3] uniting
[2] never
[2] forget
[2] boity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[406] south,africa
[402] south,africans
[342] #ieckemasepa,#ieckemasepa
[270] south,african
[149] herman,mashaba
[144] hard,work
[138] uleratopillay1,dear
[130] anc,eff
[117] international,investors
[104] thutopele,high

Top Word Pairs in Tweet in G1:
[175] south,africa
[155] south,africans
[108] #ieckemasepa,#ieckemasepa
[82] south,african
[60] uleratopillay1,dear
[56] foreign,nationals
[56] #voteactionsa,#letsfixsouthafrica
[54] #letsfixsouthafrica,#putsouthafricansfirst
[46] hard,work
[38] international,investors

Top Word Pairs in Tweet in G2:
[168] #ieckemasepa,#ieckemasepa
[65] herman,mashaba
[62] south,africa
[36] vote,herman
[35] south,africans
[35] message,zimbabweans
[35] zimbabweans,foreigners
[35] foreigners,come
[35] come,south
[35] africa,very

Top Word Pairs in Tweet in G3:
[95] south,african
[87] south,africans
[73] south,africa
[60] anc,eff
[37] actionsa,everything
[37] everything,south
[37] african,needs
[37] needs,natives
[37] natives,come
[37] come,first

Top Word Pairs in Tweet in G4:
[55] #employsouthafricans,#putsouthafricansfirst
[43] alert,#humantraffickingisreal
[43] #humantraffickingisreal,please
[43] please,#putsouthafricansfirst
[42] meb40122141,alert
[38] meb40122141,#putsouthafricansfirst
[35] creating,jobs
[34] metro,creating
[34] jobs,install
[34] install,fibre

Top Word Pairs in Tweet in G5:
[54] south,africans
[46] south,africa
[38] south,african
[37] hard,work
[33] spending,more
[33] more,r3
[33] r3,billion
[33] billion,brt
[33] brt,system
[33] system,rustenburg

Top Word Pairs in Tweet in G6:
[56] #putsouthafricansfirst,#voteatm
[34] atm,manifesto
[34] manifesto,launch
[32] township,rural
[24] south,africans
[23] rural,inner
[23] inner,city
[23] atm_gauteng,servant
[20] khulula,izicaka
[19] izicaka,ziphathe

Top Word Pairs in Tweet in G7:
[13] south,africans
[12] herman,mashaba
[11] south,africa
[9] action,sa
[7] #voteactionsa,#letsfixsouthafrica
[6] thabakoena,hermanmashaba
[6] hermanmashaba,mozambican
[6] mozambican,migrant
[6] migrant,worker
[6] worker,#putsouthafricansfirst

Top Word Pairs in Tweet in G8:
[10] south,africans
[6] #ieckemasepa,#ieckemasepa
[4] south,africa
[4] criminal,syndicate
[4] syndicate,myanc
[4] uleratopillay1,many
[4] many,black
[4] black,south
[4] africans,killed
[4] killed,racist

Top Word Pairs in Tweet in G9:
[17] julius,malema
[17] malema,doing
[17] doing,known
[17] known,#flipflopping
[17] #flipflopping,#sbindiuyabulala
[17] #sbindiuyabulala,#theplasconlifestyle
[17] #theplasconlifestyle,#ifani
[17] #ifani,faith
[17] faith,nketsi
[16] motheo2009,julius

Top Word Pairs in Tweet in G10:
[3] mzwanelemanyi,iecsouthafrica
[3] iecsouthafrica,gloves
[3] gloves,#putsouthafricansfirst
[3] #putsouthafricansfirst,camp
[3] camp,instead
[3] instead,uniting
[2] never,forget
[2] boity,called
[2] called,#putsouthafricansfirst
[2] #putsouthafricansfirst,unemployed

Top Replied-To
Top Replied-To in Entire Graph:
@uleratopillay1
@homeaffairssa
@nativeofmzantsi
@presidencyza
@hermanmashaba
@meb40122141
@brandonkaule
@zungulavuyo
@julius_s_malema
@luxolongwane

Top Replied-To in G1:
@uleratopillay1
@meb40122141
@ourcountry6
@mbaretimes
@julius_s_malema
@ruraltarain
@mrhandsome_za
@ayandi07684809
@accountcitizens
@ketso_4life

Top Replied-To in G2:
@hermanmashaba
@putsafirst001
@nativeofmzantsi
@accountcitizens
@lyne_banks
@tourist_ms
@pabimoloi
@refilweshaba10
@swypadelivery

Top Replied-To in G3:
@nativeofmzantsi
@landback_
@magalela69
@victoriaafrica9
@julius_s_malema
@uleratopillay1
@effsouthafrica
@tp16176433
@sanc_sa
@mzantsiindigene

Top Replied-To in G4:
@homeaffairssa
@presidencyza
@bobbymushaning1
@julius_s_malema
@madiboity
@debonairspizza
@drmitchza
@in2it_sa
@morake_motati
@capitecbanksa

Top Replied-To in G5:
@kuliroberts
@sipho_nkosi
@uleratopillay1

Top Replied-To in G6:
@luxolongwane
@thechessboy1
@timeslive
@sundaytimesza
@atmovement_sa
@amika94855371

Top Replied-To in G7:
@brandonkaule
@giles43235302
@blackculture_hm
@myanc
@olagunjuenphy
@safmnews
@thabakoena
@africaupdates
@sizophilamkhize
@kingston2113

Top Replied-To in G8:
@joburgmpd
@zungulavuyo
@vehicletrackerz
@cyrilramaphosa
@dougchigudu
@noxza_dube
@shimza01
@innomatijane
@pmotingwe01
@abramjee

Top Replied-To in G9:
@gobetse_m
@news24
@matunzisiya
@hermanmashaba
@tito_mboweni

Top Replied-To in G10:
@mzwanelemanyi
@ifani_haymani
@mrhandsome_za
@uleratopillay1
@landback_

Top Mentioned
Top Mentioned in Entire Graph:
@uleratopillay1
@meb40122141
@accountcitizens
@homeaffairssa
@landback_
@chamber_frank
@shokwakhe16
@mashabela_paul
@topthestreets
@kuliroberts

Top Mentioned in G1:
@meb40122141
@uleratopillay1
@accountcitizens
@homeaffairssa
@mashabela_paul
@topthestreets
@landback_
@shokwakhe16
@chamber_frank
@vfsglobal

Top Mentioned in G2:
@accountcitizens
@uleratopillay1
@meb40122141
@landback_
@chamber_frank
@tsona31433828
@mariokhumalo
@kuliroberts
@shokwakhe16
@mashabela_paul

Top Mentioned in G3:
@uleratopillay1
@meb40122141
@accountcitizens
@chamber_frank
@landback_
@shokwakhe16
@julius_s_malema
@effsouthafrica
@mariokhumalo
@homeaffairssa

Top Mentioned in G4:
@meb40122141
@uleratopillay1
@homeaffairssa
@deptoflabour
@accountcitizens
@vfsglobal
@shokwakhe16
@sarstax
@chamber_frank
@landback_

Top Mentioned in G5:
@uleratopillay1
@meb40122141
@accountcitizens
@landback_
@chamber_frank
@homeaffairssa
@kuliroberts
@shokwakhe16
@mashabela_paul
@patriot57705274

Top Mentioned in G6:
@zungulavuyo
@atm_gauteng
@atmovement_sa
@phathaatm
@mbalosipho
@mzansi_times
@thupanedanny
@uleratopillay1
@meb40122141
@accountcitizens

Top Mentioned in G7:
@meb40122141
@accountcitizens
@uleratopillay1
@mashabela_paul
@action4sa
@brandonkaule
@hermanmashaba
@sapoliceservice
@positivelynot
@thabakoena

Top Mentioned in G8:
@uleratopillay1
@meb40122141
@our_da
@myanc
@abramjee
@cityofjoburgza
@cojpublicsafety
@mphomoerane
@mmcmallymokoena
@angelfa47370841

Top Mentioned in G9:
@motheo2009
@uleratopillay1
@meb40122141
@accountcitizens
@jasonfelix
@news24
@hbanhire
@shokwakhe16
@chamber_frank
@topthestreets

Top Mentioned in G10:
@iecsouthafrica
@thuso1africa
@mzwanelemanyi
@ewnreporter

Top Tweeters
Top Tweeters in Entire Graph:
@sabcnews
@africaupdates
@kuliroberts
@oude_lap
@news24
@iol
@2021africa
@timeslive
@umambulazi
@sharonhoole

Top Tweeters in G1:
@kuliroberts
@news24
@cityofjoburgza
@radio702
@virgintalent
@capricornfmnews
@boity
@thembarifumos
@bfsf1212
@king_damane

Top Tweeters in G2:
@oude_lap
@gert_leninja
@rulzkay1_
@thecitizen_news
@pnmaster_
@leksdogg
@joy_zelda
@luphoko_sihlang
@lollymkunqwana
@logicaldebate

Top Tweeters in G3:
@azania_magwala
@lakhilakhi5
@powerfm987
@yonga_majay
@mathenjm
@aquilakahecate
@pablozane2
@sizabonke
@sandraj09724727
@effsouthafrica

Top Tweeters in G4:
@sharonhoole
@terence70144558
@derick_cape
@shabs_i_r
@kenn_ffci
@city_press
@mag55rbt
@mheidtman
@jackied23444532
@innocent_menzi

Top Tweeters in G5:
@thatnigga_bongz
@kabelodick
@alfred_cabonena
@honourabletshif
@xoliisa_
@bass_mad
@kenkoen
@raokumbh
@main_man4
@niniqhawekazi

Top Tweeters in G6:
@timeslive
@umambulazi
@nhlanhlanhlapo
@sundaytimesza
@42566657pl
@mamncane_t
@afurakani0
@madlala_tm
@asgumbi
@millanho

Top Tweeters in G7:
@africaupdates
@germolution
@cheetahplains
@blackculture_hm
@safmnews
@woolworths_sa
@positivelynot
@rhaduuxesibe
@sphiwemaseke
@botshel00375697

Top Tweeters in G8:
@sabcnews
@iol
@abramjee
@dailymaverick
@radio2000_za
@ashrafgarda
@saharareporters
@our_da
@innomatijane
@un

Top Tweeters in G9:
@meyorichaunt
@hbanhire
@motheo2009
@t_mxo57
@1thepowerrace
@chris80109155
@jim22carter
@chriscycad
@anony42644349
@thatomahlaza

Top Tweeters in G10:
@ewnreporter
@mzwanelemanyi
@ifani_haymani
@andiswankwents2
@thuso1africa
@putsans_1st
@ndomosotho