#WeWantOurCountryBack, Twitter, 1/23/2022 10:15:33 PM, 270505


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#WeWantOurCountryBack_2022-01-23_11-26-09.xlsx
#WeWantOurCountryBack_2022-01-23_11-26-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2022
Short Description:
#WeWantOurCountryBack via NodeXL https://bit.ly/32omHIm
@victoriaafrica9
@nompu90570329
@meb40122141
@landback_
@homeaffairssa
@happyerics
@sboshpatriot
@comamierdasa
@papsiko2
@bfsf1212

Top hashtags:
#wewantourcountryback
#putsouthafricansfirst
#putsouthaficansfirst

Description:
Description
The graph represents a network of 1,010 Twitter users whose tweets in the requested range contained "#WeWantOurCountryBack", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 January 2022 at 19:27 UTC.

The requested start date was Sunday, 23 January 2022 at 01:01 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 12-day, 16-hour, 10-minute period from Sunday, 09 January 2022 at 04:19 UTC to Friday, 21 January 2022 at 20:30 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 : 1010
Unique Edges : 806
Edges With Duplicates : 3134
Total Edges : 3940
Number of Edge Types : 5
MentionsInRetweet : 1992
Replies to : 132
Retweet : 1429
Mentions : 235
Tweet : 152
Self-Loops : 161
Reciprocated Vertex Pair Ratio : 0.00795228628230616
Reciprocated Edge Ratio : 0.0157790927021696
Connected Components : 28
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 886
Maximum Edges in a Connected Component : 3767
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.111688
Graph Density : 0.00199001069581686
Modularity : 0.334938
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,010 Twitter users whose tweets in the requested range contained "#WeWantOurCountryBack", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 January 2022 at 19:27 UTC.

The requested start date was Sunday, 23 January 2022 at 01:01 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 12-day, 16-hour, 10-minute period from Sunday, 09 January 2022 at 04:19 UTC to Friday, 21 January 2022 at 20:30 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 : #WeWantOurCountryBack
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:
[2] https://twitter.com/landback_/status/1483490623000879106
[2] https://twitter.com/GaytonMcK/status/1483051801863757824
[2] https://twitter.com/BFSF1212/status/1483810724740743168
[2] https://twitter.com/Galela15505225/status/1480981373414518786
[2] https://twitter.com/eNCA/status/1482714559370702859
[1] https://www.youtube.com/watch?v=gAxdQRe7hvc&feature=youtu.be

[1] https://twitter.com/Newzroom405/status/1479802238688284678
[1] https://twitter.com/MikeRamothwala/status/1482735776202952704?s=20
[1] https://twitter.com/MadiBoity/status/1484089054597730310
[1] https://twitter.com/JoburgMPD/status/1484080899180408836

Top URLs in Tweet in G1:
[2] https://twitter.com/Galela15505225/status/1480981373414518786
[2] https://twitter.com/eNCA/status/1482714559370702859
[1] https://twitter.com/i/web/status/1482576486544588803
[1] https://twitter.com/21_Be_Positive/status/1482637512849997824
[1] https://twitter.com/Sizabonke/status/1483353535433609220
[1] https://twitter.com/Kgalale51547701/status/1483454661222965258
[1] https://twitter.com/CashNonprofit/status/1483483521935196164
[1] https://twitter.com/CashNonprofit/status/1483482852092223492
[1] https://twitter.com/WarrenB_Cgger/status/1480001916017033219
[1] https://twitter.com/landback_/status/1480073885542453251

Top URLs in Tweet in G2:
[1] https://twitter.com/Kelebile141/status/1481678095518162948

Top URLs in Tweet in G3:
[2] https://twitter.com/BFSF1212/status/1483810724740743168
[1] https://twitter.com/i/web/status/1482236347901526018
[1] https://twitter.com/i/web/status/1481974765766197250
[1] https://twitter.com/topthestreets/status/1482261786715897857
[1] https://twitter.com/landback_/status/1484120756481101830
[1] https://twitter.com/chris_ram1/status/1484271526484582402
[1] https://well.is/
[1] https://twitter.com/tshepo_ntse/status/1481972661500665856
[1] https://twitter.com/FT/status/1483576500234465284
[1] https://twitter.com/ewnreporter/status/1484098666201853954

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1482594346625081344

Top URLs in Tweet in G5:
[1] https://twitter.com/HomeAffairsSA/status/1480434344854437894
[1] https://twitter.com/TheCitizen_News/status/1482608878030405641
[1] https://twitter.com/Abramjee/status/1482775890383851525
[1] https://twitter.com/i/web/status/1482239086656167936
[1] https://twitter.com/MikeRamothwala/status/1482735776202952704?s=20
[1] https://twitter.com/meb40122141/status/1483069703690113026
[1] https://twitter.com/lwawasengqamza/status/1483271661252194306
[1] https://twitter.com/fanna031/status/1483418293864181763
[1] https://twitter.com/gmathandile/status/1483212890291253249
[1] https://twitter.com/stumbue/status/1483356705224368129

Top URLs in Tweet in G6:
[1] https://twitter.com/edmnangagwa/status/1483503720713310211
[1] https://twitter.com/GaytonMcK/status/1483051801863757824
[1] https://twitter.com/landback_/status/1483490623000879106
[1] https://twitter.com/cydric_degoh/status/1482785074605080582

Top URLs in Tweet in G7:
[1] https://twitter.com/TopThestreets/status/1482261786715897857
[1] https://twitter.com/GaytonMcK/status/1482966548306440192

Top URLs in Tweet in G8:
[1] https://twitter.com/Henrik_Palmgren/status/1480650359496269832

Top URLs in Tweet in G10:
[1] https://twitter.com/JoburgMPD/status/1483117437281308681

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[1] youtube.com
[1] co.uk
[1] co.za
[1] well.is
[1] englishconstitutionparty.com

Top Domains in Tweet in G1:
[36] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[23] twitter.com
[1] well.is

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

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

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[792] wewantourcountryback
[281] putsouthafricansfirst
[189] putsouthaficansfirst
[110] putsouthafricafirst
[70] putsouthafricanfirst
[44] operationdudula
[40] ripeff
[40] voetsekeff
[25] arrestcorruptofficials
[24] wewantvotingrights



Top Hashtags in Tweet in G1:
[133] wewantourcountryback
[78] putsouthafricansfirst
[22] putsouthaficansfirst
[20] arrestcorruptofficials
[14] ripeff
[11] putsouthafricafirst
[10] saisnot4sale
[10] freesa2022
[10] employsouthafricans
[8] fokof

Top Hashtags in Tweet in G2:
[22] wewantourcountryback
[12] putsouthaficansfirst
[8] putsouthafricansfirst
[4] putsouthafricafirst
[3] notozimworkpermits
[2] zimmustgo
[1] closezanupfsandton

Top Hashtags in Tweet in G3:
[182] wewantourcountryback
[119] putsouthafricansfirst
[50] putsouthaficansfirst
[49] putsouthafricafirst
[9] putsouthafricanfirst
[9] operationdudula
[9] letsfixsouthafrica
[8] voetsekeff
[8] voiceitinaction
[7] ripeff

Top Hashtags in Tweet in G4:
[131] wewantourcountryback
[4] putsouthafricafirst
[3] putsouthaficansfirst
[2] putsouthafricansfirst

Top Hashtags in Tweet in G5:
[111] wewantourcountryback
[25] putsouthaficansfirst
[23] putsouthafricansfirst
[20] putsouthafricafirst
[15] putsouthafricanfirst
[13] djokovic
[13] southafrica
[6] voetsekeff
[4] voetsekanc
[4] freesa2022

Top Hashtags in Tweet in G6:
[39] putsouthaficansfirst
[25] putsouthafricansfirst
[23] wewantourcountryback
[18] putsouthafricanfirst
[7] voetsekeff
[5] putsouthafricafirst
[3] peoplemustgovern2022
[3] voetsekanc
[2] notozimworkpermits
[1] securesaborders

Top Hashtags in Tweet in G7:
[54] wewantourcountryback
[19] putsouthafricansfirst
[14] ripeff
[13] voetsekeff
[4] putsouthafricafirst
[3] putsouthaficansfirst
[1] putsouthafricanfirst
[1] freesa2022
[1] fokof
[1] closezanupfsandton

Top Hashtags in Tweet in G8:
[4] wewantourcountryback
[1] kalergiplan
[1] wewereneverasked
[1] liberalismisamentaldisorder

Top Hashtags in Tweet in G9:
[44] wewantourcountryback
[25] operationdudula
[19] putsouthafricanfirst
[15] putsouthaficansfirst
[13] foreignersmustleavesa
[11] putsouthafricafirst
[6] balekakwerekwere
[4] balekagrigamba
[4] balekazaizai
[4] rejectmalema

Top Hashtags in Tweet in G10:
[8] wewantourcountryback
[5] putsouthaficansfirst
[4] operationdudula
[1] putsouthafricansfirst

Top Words
Top Words in Tweet in Entire Graph:
[792] #wewantourcountryback
[486] south
[474] market
[413] meb40122141
[298] foreigners
[290] victoriaafrica9
[289] african
[281] #putsouthafricansfirst
[238] great
[237] informal

Top Words in Tweet in G1:
[247] meb40122141
[171] south
[135] one
[133] #wewantourcountryback
[132] homeaffairssa
[100] african
[78] #putsouthafricansfirst
[71] foreign
[63] sa
[62] nationals

Top Words in Tweet in G2:
[308] market
[162] victoriaafrica9
[157] foreigners
[154] informal
[154] trading
[154] great
[154] potential
[154] sharing
[154] produce
[153] futur

Top Words in Tweet in G3:
[182] #wewantourcountryback
[119] #putsouthafricansfirst
[116] south
[93] meb40122141
[67] country
[57] victoriaafrica9
[56] african
[55] happyerics
[55] patriots
[50] #putsouthaficansfirst

Top Words in Tweet in G4:
[131] #wewantourcountryback
[128] churches
[125] down
[124] foreigner
[124] closed
[123] nompu90570329
[22] market
[18] south
[13] foreigners
[11] african

Top Words in Tweet in G5:
[111] #wewantourcountryback
[33] meb40122141
[32] foreigners
[31] south
[28] sboshpatriot
[26] myanc
[25] #putsouthaficansfirst
[23] sa
[23] #putsouthafricansfirst
[22] presidencyza

Top Words in Tweet in G6:
[55] south
[48] african
[39] #putsouthaficansfirst
[29] last
[29] years
[28] suddenly
[28] political
[28] parties
[28] twekking
[28] two

Top Words in Tweet in G7:
[69] south
[55] landback_
[54] #wewantourcountryback
[50] african
[28] hell
[25] proudly
[25] demanding
[25] jobs
[25] workers
[25] fake

Top Words in Tweet in G8:
[4] #wewantourcountryback
[3] terrible
[3] shared
[3] warning
[3] shocking
[3] cruel
[2] people
[2] alphagoii1

Top Words in Tweet in G9:
[44] #wewantourcountryback
[25] #operationdudula
[19] #putsouthafricanfirst
[15] #putsouthaficansfirst
[13] #foreignersmustleavesa
[12] enough
[11] #putsouthafricafirst
[8] market
[6] #balekakwerekwere
[6] gaytonmck

Top Words in Tweet in G10:
[8] #wewantourcountryback
[5] #putsouthaficansfirst
[4] #operationdudula
[3] zama30162777
[3] joburgmpd
[3] jabu_nonyane
[3] cityofjoburgza
[3] cojpublicsafety
[3] mphophalatse1
[3] angiemokasi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[285] south,african
[237] informal,trading
[237] trading,market
[237] market,great
[237] great,potential
[237] potential,sharing
[237] sharing,foreigners
[237] foreigners,market
[237] market,produce
[236] victoriaafrica9,informal

Top Word Pairs in Tweet in G1:
[100] south,african
[62] foreign,nationals
[52] one,biggest
[52] biggest,corruption
[52] corruption,homeaffairssa
[52] homeaffairssa,foreign
[52] nationals,kids
[52] kids,suddenly
[52] suddenly,south
[52] african,parents

Top Word Pairs in Tweet in G2:
[154] informal,trading
[154] trading,market
[154] market,great
[154] great,potential
[154] potential,sharing
[154] sharing,foreigners
[154] foreigners,market
[154] market,produce
[153] victoriaafrica9,informal
[153] produce,futur

Top Word Pairs in Tweet in G3:
[53] south,african
[34] south,africans
[33] #wewantourcountryback,#putsouthafricansfirst
[29] south,africa
[28] #putsouthafricansfirst,#wewantourcountryback
[27] #wewantourcountryback,#putsouthaficansfirst
[27] #putsouthaficansfirst,#putsouthafricafirst
[27] sansovereignty,jayjayn17
[26] victoriaafrica9,sansovereignty
[26] jayjayn17,need

Top Word Pairs in Tweet in G4:
[124] foreigner,churches
[124] churches,closed
[124] closed,down
[124] down,#wewantourcountryback
[123] nompu90570329,foreigner
[11] south,african
[11] victoriaafrica9,informal
[11] informal,trading
[11] trading,market
[11] market,great

Top Word Pairs in Tweet in G5:
[17] #putsouthafricafirst,#wewantourcountryback
[15] south,african
[15] #putsouthaficansfirst,#wewantourcountryback
[14] lawrence_vas,newzroom405
[14] newzroom405,talking
[14] talking,utter
[14] utter,nonsense
[14] nonsense,before
[14] before,foreigners
[14] foreigners,doing

Top Word Pairs in Tweet in G6:
[48] south,african
[28] suddenly,political
[28] political,parties
[28] parties,twekking
[28] twekking,#putsouthaficansfirst
[28] #putsouthaficansfirst,last
[28] last,two
[28] two,years
[28] years,called
[28] called,names

Top Word Pairs in Tweet in G7:
[50] south,african
[25] proudly,demanding
[25] demanding,south
[25] african,jobs
[25] jobs,south
[25] african,workers
[25] workers,hell
[25] hell,fake
[25] fake,xenophobia
[25] xenophobia,claims

Top Word Pairs in Tweet in G8:
[3] terrible,shared
[3] shared,warning
[3] warning,shocking
[3] shocking,cruel
[3] cruel,#wewantourcountryback
[2] alphagoii1,terrible

Top Word Pairs in Tweet in G9:
[17] #operationdudula,#wewantourcountryback
[15] #putsouthafricanfirst,#operationdudula
[10] #wewantourcountryback,#foreignersmustleavesa
[8] #putsouthafricafirst,#wewantourcountryback
[6] enough,enough
[6] #putsouthaficansfirst,#wewantourcountryback
[5] #putsouthaficansfirst,#putsouthafricafirst
[4] #wewantourcountryback,enough
[4] #balekakwerekwere,#balekagrigamba
[4] #balekagrigamba,#balekazaizai

Top Word Pairs in Tweet in G10:
[4] #operationdudula,#wewantourcountryback
[3] zama30162777,#putsouthaficansfirst
[3] #putsouthaficansfirst,#operationdudula
[3] joburgmpd,jabu_nonyane
[3] jabu_nonyane,cityofjoburgza
[3] cityofjoburgza,cojpublicsafety
[3] cojpublicsafety,mphophalatse1
[3] mphophalatse1,angiemokasi
[3] angiemokasi,lillianselapisa
[3] lillianselapisa,lmoshwane

Top Replied-To
Top Replied-To in Entire Graph:
@victoriaafrica9
@homeaffairssa
@lawyerptsa1st
@julius_s_malema
@meb40122141
@mariokhumalo
@tsona31433828
@gaytonmck
@pasekapask
@topthestreets

Top Replied-To in G1:
@homeaffairssa
@1thepowerrace
@babygal003
@julius_s_malema
@ngusinga
@naledichirwa

Top Replied-To in G2:
@stiggamagic
@victoriaafrica9

Top Replied-To in G3:
@victoriaafrica9
@titokgh
@nespythemba
@topthestreets
@babygal003
@nompu90570329
@someoak1someoak
@mbuyisenindlozi
@antonio87092873
@asap_kamal

Top Replied-To in G5:
@victoriaafrica9
@babszani
@majinbuuhero
@ruraltarain
@meb40122141
@shabisto12
@visiontactical
@bongani_nk
@rsa_trucker
@newzroom405

Top Replied-To in G6:
@boxadi

Top Replied-To in G7:
@maxwosleys

Top Replied-To in G8:
@numbersmatter1

Top Replied-To in G9:
@lawyerptsa1st
@mariokhumalo
@gaytonmck
@21_be_positive
@pasekapask
@tsona31433828
@makhanip
@victoriaafrica9
@sansovereignty
@sboshpatriot

Top Replied-To in G10:
@joburgmpd

Top Mentioned
Top Mentioned in Entire Graph:
@meb40122141
@victoriaafrica9
@nompu90570329
@homeaffairssa
@landback_
@happyerics
@comamierdasa
@papsiko2
@myanc
@faith21972393

Top Mentioned in G1:
@meb40122141
@homeaffairssa
@victoriaafrica9
@nompu90570329
@sapsports
@landback_
@comamierdasa
@ncongwaneka
@nxesithulas
@tngobz

Top Mentioned in G2:
@victoriaafrica9
@meb40122141
@sboshpatriot
@7paulj
@2tshego
@faith21972393
@accountcitizens
@nompu90570329
@happyerics
@stiggamagic

Top Mentioned in G3:
@meb40122141
@happyerics
@victoriaafrica9
@comamierdasa
@sansovereignty
@homeaffairssa
@jayjayn17
@nompu90570329
@bfsf1212
@faith21972393

Top Mentioned in G4:
@nompu90570329
@victoriaafrica9
@happyerics
@ncongwaneka
@faith21972393
@tp16176433
@tngobz
@bfsf1212
@nespythemba
@christi63110792

Top Mentioned in G5:
@meb40122141
@sboshpatriot
@myanc
@presidencyza
@newzroom405
@homeaffairssa
@lawrence_vas
@jovi61670599
@victoriaafrica9

Top Mentioned in G6:
@papsiko2
@ruraltarain
@victoriaafrica9
@meb40122141
@pheaga1
@nompu90570329
@landback_
@comamierdasa
@faith21972393
@presidencyza

Top Mentioned in G7:
@landback_
@meb40122141
@victoriaafrica9
@nompu90570329
@faith21972393
@happyerics
@comamierdasa
@victoriaafr
@tp16176433
@presidencyza

Top Mentioned in G8:
@alphagoii1
@fabsy1
@whitestag15
@begsali42
@playtheytman
@generaltwattery
@aidridgeprior
@greyraven20
@mongrelbite
@flippen1ng

Top Mentioned in G9:
@meb40122141
@victoriaafrica9
@shebele43322264
@gaytonmck
@nompu90570329
@makhanip
@sansovereignty
@jayjayn17
@nombonisogasa
@hermanmashaba

Top Mentioned in G10:
@zama30162777
@jabu_nonyane
@cityofjoburgza
@cojpublicsafety
@mphophalatse1
@angiemokasi
@lillianselapisa
@lmoshwane
@nompu90570329
@elmogatsheni

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@sabcnews
@thinkkimthink
@enca
@cityofjoburgza
@time2coach
@pnmaster_
@abramjee
@llpot
@_cosatu

Top Tweeters in G1:
@lavitosoul
@theenosh
@xoliisa_
@rob_blogging
@thembarifumos
@teebogo7
@emilemoneron
@sizabonke
@khofumoahloli
@naledichirwa

Top Tweeters in G2:
@khandanim
@logicaldebate
@kidipotse
@mthokoz77422007
@dumovoice
@spokesmash
@vuyojack1
@azania1023
@sibongi59144299
@faroutwith

Top Tweeters in G3:
@powerfm987
@bfsf1212
@mathenjm
@our_da
@niniqhawekazi
@island_tribe17
@ceciliambatha3
@brendam51777950
@masotobe39
@oluomoofderby

Top Tweeters in G4:
@time2coach
@pnmaster_
@sardinefever
@k_gillion
@luphoko_sihlang
@nkululekomantsh
@iam_joesnack
@thedynamicone3
@zamie8909
@tshepokaate

Top Tweeters in G5:
@abramjee
@rinmor
@mzansimagic
@dailysunsa
@sapoliceservice
@clairemawisa
@collin33093929
@myanc
@sibs_xhosa
@hermanmashaba

Top Tweeters in G6:
@sabcnews
@enca
@llpot
@thatnigga_bongz
@kabelodick
@ruraltarain
@t_khule
@governmentza
@tiamontombonina
@nthabiseng_ms

Top Tweeters in G7:
@stroopkoejaiter
@sepedirock
@moeti_matlala
@kgakantsho
@blacknotafrican
@moloko_kb
@tshepiso_walker
@landback_
@twin_combo
@sparklingthorn

Top Tweeters in G8:
@alftupper5
@resist_dwp
@dawniebrowning
@boardanglo
@cockwomblethro1
@sbrownloe
@mongrelbite
@titania_fishpig
@catster6
@eirikivanov

Top Tweeters in G9:
@nombonisogasa
@segopotjenkadi3
@commander_c007
@waazaniar
@madiboity
@makhanip
@guduness
@tsona31433828
@oomkobus3
@xolanidexoks

Top Tweeters in G10:
@cityofjoburgza
@gtp_traffstats
@zama30162777
@gp_commsafety
@ellahlopa
@claysonmonyela
@cojpublicsafety
@bhekanimlambo
@elmogatsheni
@joburgmpd